2024-03-29T13:18:42Z
https://zenodo.org/oai2d
oai:zenodo.org:7975298
2023-05-27T02:26:51Z
openaire
user-labordynamicsinstitute
Vilhuber, Lars
2023-05-26
<p>The American Economic Association's Data Editor has reviewed more than 1,000 empirical articles since July 2019, and worked with authors to improve the reproducibility of their research compendia (replication packages). Some lessons emerge from this work. In this presentation, I will focus on lessons for young scholars (students and young researchers), on possible lessons even for more seasoned researchers. Students and researchers are embedded within institutions, and I will discuss the kind of support that institutions (universities, data providers, compute services) should be providing to students, faculty, and researchers, for a robust, reproducible, and transparent science enterprise.</p>
<p>This particular version was presented in the IMLS National Forums on Data Quality</p>
The opinions expressed in this talk are solely the authors, and do not represent the views of the U.S. Census Bureau, the American Economic Association, or any of the funding agencies.
https://doi.org/10.5281/zenodo.7975298
oai:zenodo.org:7975298
eng
Zenodo
https://doi.org/10.5281/zenodo.7789977
https://zenodo.org/communities/labordynamicsinstitute
https://doi.org/10.5281/zenodo.7975297
info:eu-repo/semantics/openAccess
Creative Commons Attribution Non Commercial 4.0 International
https://creativecommons.org/licenses/by-nc/4.0/legalcode
IMLS National Forums on Data Quality
reproducibility
replicability
transparency
economics
preservation
Reproducibility and Preservation: Lessons learned from 1,663 papers in Economics
info:eu-repo/semantics/lecture
oai:zenodo.org:494998
2023-01-09T15:10:30Z
software
user-labordynamicsinstitute
Barker, Brandon
Brumsted, Kyle
Simmer, Charles
Vilhuber, Lars
2016-12-14
<p>Comprehensive Extensible Data Documentation and Access Repository (CED²AR) was designed to improve the documentation and discoverability of both public and restricted data </p>
https://github.com/ncrncornell/ced2ar. This project is supported by NSF Grant #1131848 (NCRN).
https://doi.org/10.5281/zenodo.494998
oai:zenodo.org:494998
Zenodo
https://github.com/ncrncornell/ced2ar/releases/tag/2.8.1.2
https://zenodo.org/communities/labordynamicsinstitute
https://doi.org/
info:eu-repo/semantics/openAccess
Creative Commons Attribution Non Commercial Share Alike 4.0 International
https://creativecommons.org/licenses/by-nc-sa/4.0/legalcode
DDI-C
Confidentiality
Metadata
Editor
CED²AR V2.8.1.2
info:eu-repo/semantics/other
oai:zenodo.org:1217494
2023-01-09T15:11:09Z
software
user-labordynamicsinstitute
Creecy, Robert M.
McKinney, Kevin
Abowd, John M.
Kramarz, Francis
2002-03-31
<p>CG2 is a package of Fortran 90 and SAS programs that estimate non-nested 2 component fixed effect models. The estimation algorithms were developed to solve large-scale fixed person and firm effect wage models. In the typical scenario, a person's earnings and place of employment are observed over time, with mobility of persons across firms. This mobility or "connectedness" of persons enables the estimation of the model, although for problems with millions of persons and firms, obtaining results require a substantial amount of computing power. For users with large problems to solve, the main constraint will be acquiring a computing platform with sufficient physical memory or RAM.</p>
https://doi.org/10.5281/zenodo.1217494
oai:zenodo.org:1217494
Zenodo
https://github.com/labordynamicsinstitute/cg2/tree/v1
https://www2.census.gov/ces/tp/tp-2002-06.pdf
https://zenodo.org/communities/labordynamicsinstitute
https://doi.org/10.5281/zenodo.1217493
info:eu-repo/semantics/openAccess
Other (Open)
labordynamicsinstitute/cg2: CG2 - Fixed Effects Estimation Software
info:eu-repo/semantics/other
oai:zenodo.org:556424
2023-01-09T15:10:54Z
software
user-labordynamicsinstitute
Sexton, William
2017-04-20
<p>These are programs used to create synthetic population (persons and households) for the entire United States in 2012. Data generated by these programs can be found at http://doi.org/10.3886/E100274V1 and http://doi.org/10.5281/zenodo.556121</p>
This work is supported under Grant G-2015-13903 from the Alfred P. Sloan Foundation on "[The Economics of Socially-Efficient Privacy and Confidentiality Management for Statistical Agencies](https://www.ilr.cornell.edu/labor-dynamics-institute/research/project-19)" (PI: John M. Abowd)
https://doi.org/10.5281/zenodo.556424
oai:zenodo.org:556424
Zenodo
https://github.com/labordynamicsinstitute/SynUSpopulation/tree/v201703-beta
https://doi.org/10.5281/zenodo.556121
https://doi.org/10.3886/E100274V1
https://zenodo.org/communities/labordynamicsinstitute
https://doi.org/
info:eu-repo/semantics/openAccess
Creative Commons Attribution Non Commercial Share Alike 4.0 International
https://creativecommons.org/licenses/by-nc-sa/4.0/legalcode
labordynamicsinstitute/SynUSpopulation: Replication code for Synthetic population housing and person records for the United States
info:eu-repo/semantics/other
oai:zenodo.org:192163
2023-01-09T15:10:38Z
software
user-labordynamicsinstitute
Lars Vilhuber
2016-12-01
A simple example of replicable code
https://doi.org/10.5281/zenodo.192163
oai:zenodo.org:192163
Zenodo
https://github.com/larsvilhuber/jobcreationblog/tree/v1.1
https://zenodo.org/communities/labordynamicsinstitute
https://doi.org/10.5281/zenodo.597870
info:eu-repo/semantics/openAccess
Other (Open)
larsvilhuber/jobcreationblog: With references to the blog post and R
info:eu-repo/semantics/other
oai:zenodo.org:192385
2023-01-09T15:10:42Z
user-labordynamicsinstitute
Lars Vilhuber
2016-12-02
<p>This release fixes the bad links in the document.</p>
https://doi.org/10.5281/zenodo.192385
oai:zenodo.org:192385
Zenodo
https://github.com/larsvilhuber/jobcreationblog/tree/v1.2
https://doi.org/10.5281/zenodo.400356
https://zenodo.org/communities/labordynamicsinstitute
https://doi.org/10.5281/zenodo.597870
info:eu-repo/semantics/openAccess
Other (Open)
Replication for: How Much Do Startups Impact Employment Growth in the U.S.?
info:eu-repo/semantics/other
oai:zenodo.org:5748311
2023-01-09T15:10:51Z
openaire
user-labordynamicsinstitute
Vilhuber, Lars
2021-12-01
<p>Presentation at the University of Wisconsin - Madison's Center for Demography of Health and Aging in the context of the Demography Training Seminar.</p>
The opinions expressed in this talk are solely the authors, and do not represent the views of the American Economic Association, or any of the funding agencies.
https://doi.org/10.5281/zenodo.5748311
oai:zenodo.org:5748311
eng
Zenodo
https://cdha.wisc.edu/training/
https://zenodo.org/communities/labordynamicsinstitute
https://doi.org/10.5281/zenodo.5748310
info:eu-repo/semantics/openAccess
Creative Commons Attribution Non Commercial 4.0 International
https://creativecommons.org/licenses/by-nc/4.0/legalcode
reproducibility
transparency
Improving Transparency and Reproducibility: Lessons from 1,000 economics papers
info:eu-repo/semantics/lecture
oai:zenodo.org:826426
2020-01-20T15:02:35Z
user-labordynamicsinstitute
Abowd, John
Kramarz, Francis
Perez-Duarte, Sebastien
Schmutte, Ian
2017-02-01
<p>Replication Materials and Online Appendix for [Abowd, Kramarz, Perez-Duarte, and Schmutte (2018) "Sorting Between and Within Industries; A Testable Model of Assortative Matching"](http://digitalcommons.ilr.cornell.edu/ldi/21/).</p>
<p> </p>
Any opinions and conclusions expressed herein are those of the authors and do not necessarily represent the views of the U.S.\ Census Bureau. All results have been reviewed to ensure that no confidential information is disclosed. This research uses data from the Census Bureau's Longitudinal Employer Household Dynamics Program, which was partially supported by the following National Science Foundation Grants SES-9978093, SES-0339191 and ITR-0427889; National Institute on Aging Grant AG018854; and grants from the Alfred P. Sloan Foundation.
https://doi.org/10.5281/zenodo.826426
oai:zenodo.org:826426
Zenodo
http://digitalcommons.ilr.cornell.edu/ldi/21/
https://zenodo.org/communities/labordynamicsinstitute
https://doi.org/10.5281/zenodo.826425
info:eu-repo/semantics/openAccess
Creative Commons Attribution 4.0 International
https://creativecommons.org/licenses/by/4.0/legalcode
economics
labor economics
sorting
assortative matching
wage differentials
Replication Materials and Online Appendix for "Sorting Between and Within Industries: A Testable Model of Assortative Matching"
info:eu-repo/semantics/preprint
oai:zenodo.org:3974847
2023-01-09T15:11:03Z
openaire
user-labordynamicsinstitute
Eltinge, John L.
2020-08-06
<p>Discussion for JSM 2020 Session # 423, “Transparent, Efficient and Accessible Reporting on the Quality of Multiple Input Data Sources”</p>
The views expressed here are those of the speaker and do not represent the policies of the United States Census Bureau.
https://doi.org/10.5281/zenodo.3974847
oai:zenodo.org:3974847
eng
Zenodo
https://zenodo.org/communities/labordynamicsinstitute
https://doi.org/10.5281/zenodo.3974846
info:eu-repo/semantics/openAccess
Creative Commons Attribution 4.0 International
https://creativecommons.org/licenses/by/4.0/legalcode
JSM2020, Joint Statistical Meetings, 2020-08-06
Official Statistics
Transparency
Discussion: Landscapesfrom Statistical Information Systems
info:eu-repo/semantics/lecture
oai:zenodo.org:5620889
2023-01-09T15:10:34Z
openaire
user-labordynamicsinstitute
Lars Vilhuber
Wasser, David
2021-10-29
<p>Presented at <a href="https://www.mont2-econlab.com/">MONT^2</a> (Montréal, Montevideo) on 2021-10-29.</p>
https://doi.org/10.5281/zenodo.5620889
oai:zenodo.org:5620889
Zenodo
https://github.com/labordynamicsinstitute/reproducibility-confidential/tree/v20211029
https://labordynamicsinstitute.github.io/reproducibility-confidential
https://zenodo.org/communities/labordynamicsinstitute
https://doi.org/10.5281/zenodo.5620888
info:eu-repo/semantics/openAccess
BSD 3-Clause "New" or "Revised" License
https://opensource.org/licenses/BSD-3-Clause
Presentation: Working with Restricted Access and Big Data
info:eu-repo/semantics/lecture
oai:zenodo.org:2527910
2023-01-09T15:11:07Z
openaire_data
user-labordynamicsinstitute
Lars Vilhuber
2016-11-11
<p>Codebook for the Synthetic LBD, a Census Bureau data product, see <a href="https://www.census.gov/ces/dataproducts/synlbd/">https://www.census.gov/ces/dataproducts/synlbd/</a>.</p>
<p>The SynLBD usage model relies on a Synthetic Data Server, maintained (as of 2018) by Cornell University, see <a href="https://www2.vrdc.cornell.edu/news/synthetic-data-server/">https://www2.vrdc.cornell.edu/news/synthetic-data-server/</a>.</p>
<p>Live version of the DDI codebook at <a href="https://www2.ncrn.cornell.edu/ced2ar-web/codebooks/synlbd/">https://www2.ncrn.cornell.edu/ced2ar-web/codebooks/synlbd/</a></p>
https://doi.org/10.5281/zenodo.2527910
oai:zenodo.org:2527910
Zenodo
https://github.com/ncrncornell/ced2ar-synlbd-codebook/tree/v2016-11-11
https://www2.ncrn.cornell.edu/ced2ar-web/codebooks/synlbd/
https://zenodo.org/communities/labordynamicsinstitute
https://doi.org/10.5281/zenodo.2527909
info:eu-repo/semantics/openAccess
Creative Commons Attribution 4.0 International
https://creativecommons.org/licenses/by/4.0/legalcode
ncrncornell/ced2ar-synlbd-codebook: DDI Codebook for the Synthetic LBD
info:eu-repo/semantics/other
oai:zenodo.org:345385
2023-01-09T15:11:36Z
software
user-labordynamicsinstitute
Sexton, William
Vilhuber, Lars
Abowd, John M.
Schmutte, Ian M.
2017-03-03
<p>This is the replication archive for </p>
<p><em>Revisiting the Economics of Privacy: Population Statistics and Confidentiality Protection as Public Goods</em></p>
<p>by</p>
<p><strong>John M. Abowd</strong>, <em>Cornell University</em>Follow<br>
<strong>Ian M. Schmutte</strong>, <em>University of Georgia</em></p>
<p>available at <strong>http://digitalcommons.ilr.cornell.edu/ldi/37</strong></p>
Abowd acknowledges direct support from the U.S. Census Bureau and from NSF Grants BCS-0941226, TC-1012593 and SES-1131848.
https://doi.org/10.5281/zenodo.345385
oai:zenodo.org:345385
Zenodo
https://github.com/labordynamicsinstitute/economics-of-privacy-replication/tree/v20170203
https://doi.org/10.5281/zenodo.290231
https://doi.org/10.3886/E100424V2
https://doi.org/10.3886/E100425V1
https://doi.org/10.3886/E100486V1
http://digitalcommons.ilr.cornell.edu/ldi/37
https://zenodo.org/communities/labordynamicsinstitute
https://doi.org/
info:eu-repo/semantics/openAccess
Creative Commons Attribution Non Commercial 4.0 International
https://creativecommons.org/licenses/by-nc/4.0/legalcode
Replication Archive for "Revisiting Economics of Privacy"
info:eu-repo/semantics/other
oai:zenodo.org:2616491
2023-01-09T15:11:46Z
openaire
user-labordynamicsinstitute
Lars Vilhuber
2019-03-29
<p>Abstract</p>
<p>Replicability is at the core of the scientific enterprise. In the past 30 years, recurring concerns about the extent of replicability (or lack thereof) of the research in various disciplines have surfaced, including in economics.</p>
<p>In this talk, I describe the context in which the current discussion in the social science is occurring: what are the definitions of replicability and reproducibility, what is failing, and to what extent. In particular, I discuss the concerns in economics: to what extent is this a problem in economics, what are the approaches that are being considered, and what are the possible broader implications of those approaches. Finally, I discuss the concrete measures that are being implemented under my guidance at the American Economic Association, and that are being discussed in the broader economics community.</p>
<p>The solutions to these problems will change the way research will be taught and conducted, in economics in particular, and in the social sciences more broadly. The implications affect undergraduate and graduate teaching, research infrastructure, and habits.</p>
<p>Presented at <a href="https://www.casd.eu/conference-sur-les-donnees-securisees-francaises-et-allemandes-sur-lemploi-les-28-et-29-mars-2019/">Conférence sur les données sécurisées françaises et allemandes sur l'emploi - Paris - 2019-03-28</a></p>
The opinions expressed in this talk are solely the authors, and do not represent the views of the U.S. Census Bureau, the American Economic Association, or any of the funding agencies.
https://doi.org/10.5281/zenodo.2616491
oai:zenodo.org:2616491
eng
Zenodo
https://github.com/labordynamicsinstitute/replicability-presentation2019/tree/v20190328
https://zenodo.org/communities/labordynamicsinstitute
https://doi.org/10.5281/zenodo.2573123
info:eu-repo/semantics/openAccess
Creative Commons Attribution 4.0 International
https://creativecommons.org/licenses/by/4.0/legalcode
reproducibility
replicability
transparency
journals
pre-registration
Replication and Reproducibility in Social Sciences and Statistics: Context, Concerns, and Concrete Measures (short)
info:eu-repo/semantics/lecture
oai:zenodo.org:2649234
2023-01-09T15:11:50Z
openaire
user-labordynamicsinstitute
Lars Vilhuber
2019-04-05
<p>Replicability is at the core of the scientific enterprise. In the past 30 years, recurring concerns about the extent of replicability (or lack thereof) of the research in various disciplines have surfaced, including in economics.</p>
<p>In this talk, I describe the context in which the current discussion in the social science is occurring: what are the definitions of replicability and reproducibility, what is failing, and to what extent. In particular, I discuss the concerns in economics: to what extent is this a problem in economics, what are the approaches that are being considered, and what are the possible broader implications of those approaches. Finally, I discuss the concrete measures that are being implemented under my guidance at the American Economic Association, and that are being discussed in the broader economics community.</p>
<p>The solutions to these problems will change the way research will be taught and conducted, in economics in particular, and in the social sciences more broadly. The implications affect undergraduate and graduate teaching, research infrastructure, and habits.</p>
<p>Presented at "<a href="https://grch.esg.uqam.ca/en/workshop-april-5-2019/">Using Administrative Data to Inform Public Policy</a>" at UQAM, 2019-04-05</p>
A cleaner version is available.
https://doi.org/10.5281/zenodo.2649234
oai:zenodo.org:2649234
Zenodo
https://github.com/labordynamicsinstitute/replicability-presentation2019/tree/v20190405
https://zenodo.org/communities/labordynamicsinstitute
https://doi.org/10.5281/zenodo.2573123
info:eu-repo/semantics/openAccess
Creative Commons Attribution 4.0 International
https://creativecommons.org/licenses/by/4.0/legalcode
Replication and Reproducibility in Social Sciences and Statistics: Context, Concerns, and Concrete Measures
info:eu-repo/semantics/lecture
oai:zenodo.org:2573124
2023-01-09T15:11:44Z
openaire
user-labordynamicsinstitute
Lars Vilhuber
2019-01-28
<p>Abstract</p>
<p>Replicability is at the core of the scientific enterprise. In the past 30 years, recurring concerns about the extent of replicability (or lack thereof) of the research in various disciplines have surfaced, including in economics.</p>
<p>In this talk, I describe the context in which the current discussion in the social science is occurring: what are the definitions of replicability and reproducibility, what is failing, and to what extent. In particular, I discuss the concerns in economics: to what extent is this a problem in economics, what are the approaches that are being considered, and what are the possible broader implications of those approaches. Finally, I discuss the concrete measures that are being implemented under my guidance at the American Economic Association, and that are being discussed in the broader economics community.</p>
<p>The solutions to these problems will change the way research will be taught and conducted, in economics in particular, and in the social sciences more broadly. The implications affect undergraduate and graduate teaching, research infrastructure, and habits.</p>
<p>Presentation at UCLA on 2019-01-28.</p>
The opinions expressed in this talk are solely the authors, and do not represent the views of the U.S. Census
Bureau, the American Economic Association, or any of the funding agencies.
https://doi.org/10.5281/zenodo.2573124
oai:zenodo.org:2573124
Zenodo
https://github.com/labordynamicsinstitute/replicability-presentation2019/tree/v20190128
https://zenodo.org/communities/labordynamicsinstitute
https://doi.org/10.5281/zenodo.2573123
info:eu-repo/semantics/openAccess
Creative Commons Attribution 4.0 International
https://creativecommons.org/licenses/by/4.0/legalcode
Replication and Reproducibility in Social Sciences and Statistics: Context, Concerns, and Concrete Measures
info:eu-repo/semantics/lecture
oai:zenodo.org:3402470
2023-01-09T15:11:47Z
openaire
user-labordynamicsinstitute
Lars Vilhuber
2019-09-08
<p>Replicability is at the core of the scientific enterprise. In the past 30 years, recurring concerns about the extent of replicability (or lack thereof) of the research in various disciplines have surfaced, including in economics.</p>
<p>In this talk, I describe the context in which the current discussion in the social science is occurring: what are the definitions of replicability and reproducibility, what is failing, and to what extent. In particular, I discuss the concerns in economics: to what extent is this a problem in economics, what are the approaches that are being considered, and what are the possible broader implications of those approaches.</p>
<p>Finally, in this version, I specifically discuss the implications for restricted-access environments such as the Federal Statistical Research Data Centers.</p>
<p>The solutions to these problems will change the way research will be taught and conducted, in economics in particular, and in the social sciences more broadly. The implications affect undergraduate and graduate teaching, research infrastructure, and habits.</p>
<blockquote>
<p>Presented at the 2019 Federal Statistical Research Data Conference at the University of Wisconsin-Madison on 2019-09-06.</p>
</blockquote>
The opinions expressed in this talk are solely the authors, and do not represent the views of the U.S. Census Bureau, the American Economic Association, or any of the funding agencies.
https://doi.org/10.5281/zenodo.3402470
oai:zenodo.org:3402470
Zenodo
https://github.com/labordynamicsinstitute/replicability-presentation2019/tree/v20190906
https://zenodo.org/communities/labordynamicsinstitute
https://doi.org/10.5281/zenodo.2573123
info:eu-repo/semantics/openAccess
Creative Commons Attribution 4.0 International
https://creativecommons.org/licenses/by/4.0/legalcode
reproducibility
replicability
Reproducibility in Social Sciences and Statistics: Context, Concerns, and Concrete Measures When Data Are Restricted-Access
info:eu-repo/semantics/lecture
oai:zenodo.org:2621959
2023-01-09T15:11:52Z
openaire
user-labordynamicsinstitute
Lars Vilhuber
2019-03-28
<p>Replicability is at the core of the scientific enterprise. In the past 30 years, recurring concerns about the extent of replicability (or lack thereof) of the research in various disciplines have surfaced, including in economics.</p>
<p>In this talk, I describe the context in which the current discussion in the social science is occurring: what are the definitions of replicability and reproducibility, what is failing, and to what extent. In particular, I discuss the concerns in economics: to what extent is this a problem in economics, what are the approaches that are being considered, and what are the possible broader implications of those approaches. Finally, I discuss the concrete measures that are being implemented under my guidance at the American Economic Association, and that are being discussed in the broader economics community.</p>
<p>The solutions to these problems will change the way research will be taught and conducted, in economics in particular, and in the social sciences more broadly. The implications affect undergraduate and graduate teaching, research infrastructure, and habits.</p>
<p>Presented at <a href="https://www.casd.eu/conference-sur-les-donnees-securisees-francaises-et-allemandes-sur-lemploi-les-28-et-29-mars-2019/">Conférence sur les données sécurisées françaises et allemandes sur l'emploi - Paris - 2019-03-28</a></p>
The opinions expressed in this talk are solely the authors, and do not represent the views of the U.S. Census Bureau, the American Economic Association, or any of the funding agencies.
https://doi.org/10.5281/zenodo.2621959
oai:zenodo.org:2621959
eng
Zenodo
https://github.com/labordynamicsinstitute/replicability-presentation2019/tree/v20190328b
https://zenodo.org/communities/labordynamicsinstitute
https://doi.org/10.5281/zenodo.2573123
info:eu-repo/semantics/openAccess
Creative Commons Attribution 4.0 International
https://creativecommons.org/licenses/by/4.0/legalcode
Conférence sur les données sécurisées françaises et allemandes sur l'emploi, Paris, France, 2019-03-28
replicability
reproducibility
Replication and Reproducibility in Social Sciences and Statistics: Context, Concerns, and Concrete Measures (short)
info:eu-repo/semantics/lecture
oai:zenodo.org:3457937
2023-01-09T15:11:50Z
software
user-labordynamicsinstitute
Lars Vilhuber
2019-09-23
<p>Replicability is at the core of the scientific enterprise. In the past 30 years, recurring concerns about the extent of replicability (or lack thereof) of the research in various disciplines have surfaced, including in economics.</p>
<p>In this talk, I describe the context in which the current discussion in the social science is occurring: what are the definitions of replicability and reproducibility, what is failing, and to what extent. In particular, I discuss the concerns in economics: to what extent is this a problem in economics, what are the approaches that are being considered, and what are the possible broader implications of those approaches.</p>
<p>Finally, in this version, I specifically discuss the implications for restricted-access environments such as the Federal Statistical Research Data Centers.</p>
<p>The solutions to these problems will change the way research will be taught and conducted, in economics in particular, and in the social sciences more broadly. The implications affect undergraduate and graduate teaching, research infrastructure, and habits.</p>
<blockquote>
<p>Presented at the IAB-Colloquium zur Arbeitsmarkt- und Berufsforschung, Nürnberg, Germany on 2019-09-24</p>
</blockquote>
The opinions expressed in this talk are solely the authors, and do not represent the views of the U.S. Census Bureau, the American Economic Association, or any of the funding agencies.
https://doi.org/10.5281/zenodo.3457937
oai:zenodo.org:3457937
Zenodo
https://github.com/labordynamicsinstitute/replicability-presentation2019/tree/v20190924-iab
https://zenodo.org/communities/labordynamicsinstitute
https://doi.org/10.5281/zenodo.2573123
info:eu-repo/semantics/openAccess
Creative Commons Attribution 4.0 International
https://creativecommons.org/licenses/by/4.0/legalcode
Reproducibility in Social Sciences and Statistics: Context, Concerns, and Concrete Measures When Access to Data is Restrictive
info:eu-repo/semantics/other
oai:zenodo.org:290231
2023-01-09T15:10:29Z
software
user-labordynamicsinstitute
Abowd, John M
Schmutte, Ian M
2014-12-30
<p>Replication archive for http://digitalcommons.ilr.cornell.edu/ldi/22/</p>
Abowd acknowledges direct support from the U.S. Census Bureau and from NSF Grants BCS-
0941226, TC-1012593 and SES-1131848. Some of the research for this paper was conducted using the resources of the Social Science Gateway, which was partially supported by NSF grant SES-0922005. This paper was written while the first author was Distinguished Senior Research Fellow at the Census Bureau.
https://doi.org/10.5281/zenodo.290231
oai:zenodo.org:290231
Zenodo
http://digitalcommons.ilr.cornell.edu/ldi/22/
https://doi.org/10.5281/zenodo.345385
https://zenodo.org/communities/labordynamicsinstitute
https://doi.org/
info:eu-repo/semantics/openAccess
Creative Commons Attribution Non Commercial 4.0 International
https://creativecommons.org/licenses/by-nc/4.0/legalcode
Replication Archive for: Revisiting the Economics of Privacy: Population Statistics and Confidentiality Protection as Public Goods
info:eu-repo/semantics/other
oai:zenodo.org:3652080
2023-01-09T15:11:22Z
openaire
user-labordynamicsinstitute
Lars Vilhuber
2020-02-06
<p>Presentation to the National Academies of Science' Panel on "Transparency and Reproducibility of Federal Statistics for the National Center for Science and Engineering Statistics" on data citations from the journal publishing side.</p>
The opinions expressed in this presentation are solely the authors, and do not represent the views of the U.S. Census Bureau, the American Economic Association, the National Academies of Sciences, or any of the funding agencies.
https://doi.org/10.5281/zenodo.3652080
oai:zenodo.org:3652080
eng
Zenodo
https://github.com/labordynamicsinstitute/consuming-replicability-2020
https://zenodo.org/communities/labordynamicsinstitute
https://doi.org/10.5281/zenodo.3652079
info:eu-repo/semantics/openAccess
Creative Commons Attribution Non Commercial 4.0 International
https://creativecommons.org/licenses/by-nc/4.0/legalcode
Transparency and Reproducibility of Federal Statistics for the National Center for Science and Engineering Statistics, Washington, DC, 06 February 2020
data citation
journal
reproducibility
Consuming Transparency: View from the Journal Side
info:eu-repo/semantics/lecture
oai:zenodo.org:3974839
2023-01-09T15:10:55Z
openaire
user-labordynamicsinstitute
Rancourt, Eric
2020-08-06
<p>Presentation at JSM 2020 in Session "Transparent, Efficient and Accessible Reporting on the Quality of Multiple Input Data Sources"</p>
https://doi.org/10.5281/zenodo.3974839
oai:zenodo.org:3974839
eng
Zenodo
https://zenodo.org/communities/labordynamicsinstitute
https://doi.org/10.5281/zenodo.3974838
info:eu-repo/semantics/openAccess
Creative Commons Attribution Non Commercial 4.0 International
https://creativecommons.org/licenses/by-nc/4.0/legalcode
JSM2020, Joint Statistical Meetings, 2020-08-06
Privacy
Data Quality
Official Statistics
Achieving Privacy and the Production of Quality Statistics When Using Alternative Data Sources
info:eu-repo/semantics/lecture
oai:zenodo.org:2650324
2023-01-09T15:10:48Z
user-naddi
openaire
user-labordynamicsinstitute
Vilhuber, Lars
Lagoze, Carl
2019-04-24
<p>We propose a metadata package (called metajelo) that is intended to provide academic journals with a lightweight means of registering, at the time of publication, the existence and disposition of supplementary materials. Information about the supplementary materials is, in most cases, critical for the reproducibility and replicability of scholarly results. In many instances, these materials are curated by a third party, which may or may not follow developing standards for the identification and description of those materials. Researchers struggle when attempting to fully comply with data documentation and provenance documentation standards.</p>
<p>However, many of the required elements are present in DDI, and when properly populated by data custodians using DDI, generation of the metajelo package is straightforward. In this presentation, we describe the rationale behind metajelo, and how archives that use DDI can easily provide researchers with a compact metadata package that enhances reproducibility while reducing researcher effort.</p>
Funding from the American Economic Association and the Alfred P. Sloan Foundation (G-2018-11377) is acknowledged. The opinions expressed in this talk are solely the authors, and do not represent the views of the American Economic Association, or any of the funding agencies.
https://doi.org/10.5281/zenodo.2650324
oai:zenodo.org:2650324
Zenodo
https://github.com/labordynamicsinstitute/metajelo/releases/tag/v20190424-naddi
https://digitalcommons.ilr.cornell.edu/ldi/52/
https://zenodo.org/communities/naddi
https://zenodo.org/communities/labordynamicsinstitute
https://doi.org/10.5281/zenodo.2577294
info:eu-repo/semantics/openAccess
Creative Commons Attribution 4.0 International
https://creativecommons.org/licenses/by/4.0/legalcode
metadata
datacite
re3data
reproducibility
Presentation: metajelo, a metadata package for journals to support external linked objects
info:eu-repo/semantics/lecture
oai:zenodo.org:4311917
2023-01-09T15:11:19Z
openaire
user-labordynamicsinstitute
Vilhuber, Lars
2020-09-24
<p>Presentation at the <a href="https://www.brookings.edu/">Brookings Institution</a></p>
<p>Replicability is at the core of the scientific enterprise. In the past 30 years, recurring concerns about the extent of replicability (or lack thereof) of the research in various disciplines have surfaced, including in economics. Dr Vilhuber will convey to participants practical recommendations for creating reproducible research, as a researcher, as a journal editor, and from an institutional perspective. The solutions to these problems will change the way research will be taught and conducted, in economics in particular, and in the social sciences more broadly. The implications affect undergraduate and graduate teaching, research infrastructure, and habits.</p>
The opinions expressed in this talk are solely the authors, and do not represent the views of the U.S. Census Bureau, the American Economic Association, or any of the funding agencies.
https://doi.org/10.5281/zenodo.4311917
oai:zenodo.org:4311917
Zenodo
https://github.com/labordynamicsinstitute/practices-presentation-2020/releases/tag/v20201208
https://zenodo.org/communities/labordynamicsinstitute
https://doi.org/10.5281/zenodo.4048571
info:eu-repo/semantics/openAccess
Creative Commons Attribution Non Commercial 4.0 International
https://creativecommons.org/licenses/by-nc/4.0/legalcode
data provenance
reproducibility
replicability
transparency
Practices for Data Transparency and Reproducibility: Some thoughts on the role of institutions
info:eu-repo/semantics/lecture
oai:zenodo.org:4450855
2023-01-09T15:10:50Z
openaire
user-labordynamicsinstitute
Vilhuber, Lars
2021-01-19
<p>On January 19, 2021, CSWEP (the American Economic Association's <a href="https://www.aeaweb.org/about-aea/committees/cswep/about">Committee on the Status of Women in the Economics Profession</a>), hosted a webinar entitled "Demystifying Replication Requirements and Processes: Best Practices Viewed by AEA-Data Editor". The [AEA Data editor(<a href="https://www.aeaweb.org/journals/data">https://www.aeaweb.org/journals/data</a>)], <a href="https://lars.vilhuber.com/">Lars Vilhuber</a> (<a href="https://www.ilr.cornell.edu/people/lars-vilhuber">Cornell University</a>), was interviewed by <a href="https://scholar.princeton.edu/lboustan/home">Leah Boustan</a> of Princeton University.</p>
<p>Recordings of CSWEP past webinars, including this one, and links to other professional development resources and opportunities are available on <a href="https://www.aeaweb.org/about-aea/committees/cswep/programs/resources">the CSWEP website</a>.</p>
The opinions expressed in this talk are solely the authors, and do not represent the views of the American Economic Association or any of the funding agencies.
You may, however, find these opinions quite useful.
https://doi.org/10.5281/zenodo.4450855
oai:zenodo.org:4450855
eng
Zenodo
https://github.com/AEADataEditor/fireside-chat-2021/releases/tag/v20210119
https://zenodo.org/communities/labordynamicsinstitute
https://doi.org/10.5281/zenodo.4450854
info:eu-repo/semantics/openAccess
Creative Commons Attribution 4.0 International
https://creativecommons.org/licenses/by/4.0/legalcode
reproducibility
replicability
journal policy
Fireside Chat with AEA Data Editor: Demystifying Reproducibility
info:eu-repo/semantics/lecture
oai:zenodo.org:1186912
2023-01-09T15:10:36Z
software
user-labordynamicsinstitute
Charles Simmer
2018-03-01
<p>Description</p>
<p>This project contains java classes that will allow you to create a REST service. The web service takes a message, with an attached (Stata or SPSS) dataset, and returns an xml response that is in DDI-C codebook format.</p>
<p>Installation</p>
<p>ced2ardata2ddi.war is the binary</p>
<p>Release information</p>
<p>This is the initial public release of ced2ardata2ddi. See project <a href="https://github.com/ncrncornell/ced2ardata2ddi">README.md</a></p>
https://doi.org/10.5281/zenodo.1186912
oai:zenodo.org:1186912
Zenodo
https://github.com/ncrncornell/ced2ardata2ddi/tree/1.2.0
https://zenodo.org/communities/labordynamicsinstitute
https://doi.org/10.5281/zenodo.1186911
info:eu-repo/semantics/openAccess
Other (Open)
DDI
ncrncornell/ced2ardata2ddi: 1.2.0
info:eu-repo/semantics/other
oai:zenodo.org:8380043
2023-09-27T02:27:03Z
software
user-labordynamicsinstitute
Vilhuber, Lars
2023-09-26
Full day workshop on reproducibility basics, principles, and techniques.
If you use this dataset, please cite it using the metadata from this file.
https://doi.org/10.5281/zenodo.8380043
oai:zenodo.org:8380043
Zenodo
https://github.com/labordynamicsinstitute/workshop-nihon-2023/tree/v2023-09-19
https://zenodo.org/communities/labordynamicsinstitute
https://doi.org/10.5281/zenodo.8380042
info:eu-repo/semantics/openAccess
Creative Commons Attribution 4.0 International
https://creativecommons.org/licenses/by/4.0/legalcode
reproducibility
replicability
Reproducibility Workshop Nihon
info:eu-repo/semantics/other
oai:zenodo.org:3666011
2023-01-09T15:11:40Z
openaire
user-labordynamicsinstitute
Vilhuber, Lars
2020-02-12
<p>Replicability is at the core of the scientific enterprise. In the past 30 years, recurring concerns about the extent of replicability (or lack thereof) of the research in various disciplines have surfaced, including in economics.</p>
<p>In this talk, I describe the context in which the current discussion in the social science is occurring: what are the definitions of replicability and reproducibility, what is failing, and to what extent. I discuss progess over the past 15 years. Finally, I discuss the concrete measures that have been implemented under my guidance at the American Economic Association, and the first preliminary outcomes from those measures. I conclude with some observations on how to integrate reproducibility into the scientific workflow in the social and statistical sciences.</p>
<p>The solutions to these problems will change the way research will be taught and conducted, in economics in particular, and in the social sciences more broadly. The implications affect undergraduate and graduate teaching, research infrastructure, and habits.</p>
The opinions expressed in this talk are solely the authors, and do not represent the views of the U.S. Census
Bureau, the American Economic Association, or any of the funding agencies.
> Presented at the Workshop on Open Science and Research Reproducibility (HEC Paris) on 2020-02-12.
https://doi.org/10.5281/zenodo.3666011
oai:zenodo.org:3666011
eng
Zenodo
https://github.com/labordynamicsinstitute/replicability-presentation-2020
https://zenodo.org/communities/labordynamicsinstitute
https://doi.org/10.5281/zenodo.3662906
info:eu-repo/semantics/openAccess
Creative Commons Attribution Non Commercial 4.0 International
https://creativecommons.org/licenses/by-nc/4.0/legalcode
reproducibility
verification
economics
Implementing Increased Transparency, and Reproducibility in Economics
info:eu-repo/semantics/lecture
oai:zenodo.org:1453338
2023-01-09T15:11:31Z
openaire_data
user-labordynamicsinstitute
Lars Vilhuber
2018-10-09
<p>A scan of the data behind the Chetty (2012) figure</p>
<p>Source</p>
<p>Raj Chetty. 2012. "Time Trends in the Use of Administrative Data for Empirical Research." presented at the NBER Summer Institute. <a href="http://www.rajchetty.com/chettyfiles/admin_data_trends.pdf">http://www.rajchetty.com/chettyfiles/admin_data_trends.pdf</a>.</p>
https://doi.org/10.5281/zenodo.1453338
oai:zenodo.org:1453338
Zenodo
https://github.com/larsvilhuber/clone-chetty-use-admin-data/tree/20180719
http://www.rajchetty.com/chettyfiles/admin_data_trends.pdf
https://zenodo.org/communities/labordynamicsinstitute
https://doi.org/10.5281/zenodo.1453337
info:eu-repo/semantics/openAccess
Other (Open)
larsvilhuber/clone-chetty-use-admin-data: Data behind the Chetty (2012) figure on Time Trends in the Use of Administrative Data
info:eu-repo/semantics/other
oai:zenodo.org:3719355
2023-01-09T15:11:41Z
openaire
user-labordynamicsinstitute
Vilhuber, Lars
2020-03-20
<p>Replicability is at the core of the scientific enterprise. In the past 30 years, recurring concerns about the extent of replicability (or lack thereof) of the research in various disciplines have surfaced, including in economics.</p>
<p>In this talk, I describe the context in which the current discussion in the social science is occurring: what are the definitions of replicability and reproducibility, what is failing, and to what extent. I discuss progess over the past 15 years. Finally, I discuss the concrete measures that have been implemented under my guidance at the American Economic Association, and the first preliminary outcomes from those measures. I conclude with some observations on how to integrate reproducibility into the scientific workflow in the social and statistical sciences.</p>
<p>The solutions to these problems will change the way research will be taught and conducted, in economics in particular, and in the social sciences more broadly. The implications affect undergraduate and graduate teaching, research infrastructure, and habits.</p>
<p>Presented at <a href="https://www.projecttier.org/fellowships-and-workshops/weekly-webcast-leaders-research-transparency/">TIER Spring 2020 Webcast Series on</a></p>
The opinions expressed in this talk are solely the authors, and do not represent the views of the U.S. Census
Bureau, the American Economic Association, or any of the funding agencies.
https://doi.org/10.5281/zenodo.3719355
oai:zenodo.org:3719355
eng
Zenodo
https://github.com/labordynamicsinstitute/replicability-presentation-2020
https://www.projecttier.org/fellowships-and-workshops/weekly-webcast-leaders-research-transparency/
https://zenodo.org/communities/labordynamicsinstitute
https://doi.org/10.5281/zenodo.3662906
info:eu-repo/semantics/openAccess
Creative Commons Attribution Non Commercial 4.0 International
https://creativecommons.org/licenses/by-nc/4.0/legalcode
reproducibility
verification
economics
Implementing Increased Transparency and Reproducibility in Economics
info:eu-repo/semantics/lecture
oai:zenodo.org:3735536
2023-01-09T15:11:39Z
openaire
user-labordynamicsinstitute
Vilhuber, Lars
2020-04-01
<p>Replicability is at the core of the scientific enterprise. In the past 30 years, recurring concerns about the extent of replicability (or lack thereof) of the research in various disciplines have surfaced, including in economics.</p>
<p>In this talk, I describe the context in which the current discussion in the social science is occurring: what are the definitions of replicability and reproducibility, what is failing, and to what extent. I discuss progess over the past 15 years. Finally, I discuss the concrete measures that have been implemented under my guidance at the American Economic Association, and the first preliminary outcomes from those measures. I conclude with some observations on how to integrate reproducibility into the scientific workflow in the social and statistical sciences.</p>
<p>The solutions to these problems will change the way research will be taught and conducted, in economics in particular, and in the social sciences more broadly. The implications affect undergraduate and graduate teaching, research infrastructure, and habits.</p>
<p>Presented online on 2020-04-01.</p>
The opinions expressed in this talk are solely the authors, and do not represent the views of the U.S. Census
Bureau, the American Economic Association, or any of the funding agencies.
https://doi.org/10.5281/zenodo.3735536
oai:zenodo.org:3735536
eng
Zenodo
https://github.com/labordynamicsinstitute/replicability-presentation-2020
https://www.youtube.com/watch?v=pj-y3dLDOEA
https://zenodo.org/communities/labordynamicsinstitute
https://doi.org/10.5281/zenodo.3662906
info:eu-repo/semantics/openAccess
Creative Commons Attribution Non Commercial 4.0 International
https://creativecommons.org/licenses/by-nc/4.0/legalcode
reproducibility
verification
economics
Implementing Increased Transparency and Reproducibility in Economics
info:eu-repo/semantics/lecture
oai:zenodo.org:556121
2023-08-22T15:00:38Z
openaire_data
user-labordynamicsinstitute
Sexton, William
Abowd, John M.
Schmutte, Ian M.
Vilhuber, Lars
2017-04-18
<p>The synthetic population was generated from the 2010-2014 ACS PUMS housing and person files.</p>
<p> United States Department of Commerce. Bureau of the Census. (2017-03-06).<br>
American Community Survey 2010-2014 ACS 5-Year PUMS File [Data set].<br>
Ann Arbor, MI: Inter-university Consortium of Political and Social<br>
Research [distributor]. http://doi.org/10.3886/E100486V1</p>
<p><strong>Outputs</strong></p>
<p>There are 17 housing files<br>
- repHus0.csv, repHus1.csv, ... repHus16.csv<br>
and 32 person files<br>
- rep_recode_ACSpus0.csv, rep_recode_ACSpus1.csv, ... rep_recode_ACSpus31.csv.</p>
<p> </p>
<p>Files are split to be roughly equal in size. The files contain data for the entire country. Files are not split along any demographic characteristic. The person files and housing files must be concatenated to form a complete person file and a complete housing file, respectively.</p>
<p>If desired, person and housing records should be merged on 'id'. Variable description is below.</p>
<p><strong>Data Dictionary</strong><br>
See [2010-2014 ACS PUMS data dictionary](http://doi.org/10.3886/E100486V1). All variables from the ACS PUMS housing files are present in the synthetic housing files and all variables from the ACS PUMS person files are present in the synthetic person files. Variables have not been modified in any way. Theoretically, variables like `person weight` no longer have any use in the synthetic population.</p>
<p> </p>
<p>See README.md for more details.</p>
This work is supported under Grant G-2015-13903 from the Alfred P. Sloan Foundation on "The Economics of Socially-Efficient Privacy and Confidentiality Management for Statistical Agencies" (PI: John M. Abowd, https://www.ilr.cornell.edu/labor-dynamics-institute/research/project-19)
https://doi.org/10.5281/zenodo.556121
oai:zenodo.org:556121
Zenodo
https://github.com/labordynamicsinstitute/SynUSpopulation/
https://doi.org/10.5281/zenodo.556424
https://doi.org/10.3886/E100274V1
https://doi.org/10.3886/E100486V1
https://zenodo.org/communities/labordynamicsinstitute
https://doi.org/10.5281/zenodo.796824
info:eu-repo/semantics/openAccess
Creative Commons Attribution 4.0 International
https://creativecommons.org/licenses/by/4.0/legalcode
Synthetic population housing and person records for the United States
info:eu-repo/semantics/other
oai:zenodo.org:3974666
2023-01-09T15:11:38Z
openaire
user-labordynamicsinstitute
Vilhuber, Lars
2020-08-06
<p>Presentation at JSM 2020 in Session "Transparent, Efficient and Accessible Reporting on the Quality of Multiple Input Data Sources"</p>
The opinions expressed in this talk are solely the authors, and do not represent the views of the U.S. Census Bureau, the National Academies, the American Economic Association, or any of the funding agencies.
https://doi.org/10.5281/zenodo.3974666
oai:zenodo.org:3974666
eng
Zenodo
https://github.com/labordynamicsinstitute/presentation-transparency-jsm2020/releases/tag/v20200806-final
https://zenodo.org/communities/labordynamicsinstitute
https://doi.org/10.5281/zenodo.3974665
info:eu-repo/semantics/openAccess
Creative Commons Attribution Non Commercial 4.0 International
https://creativecommons.org/licenses/by-nc/4.0/legalcode
JSM2020, Joint Statistical Meetings, 2020-08-06
transparency
official statistics
reproducibility
replicability
Computational Reproducibility, Transparency, and Credibility of Official Statistics
info:eu-repo/semantics/lecture
oai:zenodo.org:569588
2023-01-09T15:11:39Z
software
user-labordynamicsinstitute
Foote, Andrew
Kutzbach, Mark
Vilhuber, Lars
2017-04-27
<p>This release corresponds to the figures and tables currently included in the paper. The code has not been tested for replicability - such testing is ongoing.</p>
https://doi.org/10.5281/zenodo.569588
oai:zenodo.org:569588
Zenodo
https://github.com/larsvilhuber/MobZ/tree/v201704
https://zenodo.org/communities/labordynamicsinstitute
https://doi.org/10.5281/zenodo.597961
info:eu-repo/semantics/openAccess
Creative Commons Attribution Share Alike 4.0 International
https://creativecommons.org/licenses/by-sa/4.0/legalcode
MobZ - Replication archive for a re-examinination of Local Labor Market Definitions
info:eu-repo/semantics/other
oai:zenodo.org:7446673
2023-09-20T06:06:07Z
openaire
user-labordynamicsinstitute
Vilhuber, Lars
2022-12-02
<p>The American Economic Association's Data Editor has reviewed more than 1,000 empirical articles since July 2019, and worked with authors to improve the reproducibility of their research compendia (replication packages). Some lessons emerge from this work. In this presentation, I will focus on lessons for young scholars (students and young researchers), on possible lessons even for more seasoned researchers. Students and researchers are embedded within institutions, and I will discuss the kind of support that institutions (universities, data providers, compute services) should be providing to students, faculty, and researchers, for a robust, reproducible, and transparent science enterprise.</p>
Presented at McMaster University's Spark Talks. The opinions expressed in this talk are solely the authors, and do not represent the views of the U.S. Census Bureau, the American Economic Association, or any of the funding agencies.
https://doi.org/10.5281/zenodo.7446673
oai:zenodo.org:7446673
Zenodo
https://github.com/labordynamicsinstitute/replicability-presentation-2022/tree/v20221202-as-presented
https://zenodo.org/communities/labordynamicsinstitute
https://doi.org/10.5281/zenodo.6787998
info:eu-repo/semantics/openAccess
Creative Commons Attribution 4.0 International
https://creativecommons.org/licenses/by/4.0/legalcode
Transparency and Reproducibility in Economics: Context and Lessons learned from 1,000 papers
info:eu-repo/semantics/lecture
oai:zenodo.org:7057693
2023-09-20T06:06:07Z
software
user-labordynamicsinstitute
Vilhuber, Lars
2022-09-05
The American Economic Association's Data Editor has reviewed more than 1,000 empirical articles since July 2019, and worked with authors to improve the reproducibility of their research compendia (replication packages). Some lessons emerge from this work. In this presentation, I will focus on lessons for young scholars (students and young researchers), on possible lessons even for more seasoned researchers. Students and researchers are embedded within institutions, and I will discuss the kind of support that institutions (universities, data providers, compute services) should be providing to students, faculty, and researchers, for a robust, reproducible, and transparent science enterprise.
Use this citation when referencing the presentation
https://doi.org/10.5281/zenodo.7057693
oai:zenodo.org:7057693
Zenodo
https://github.com/labordynamicsinstitute/replicability-presentation-2022/tree/v20220907
https://zenodo.org/communities/labordynamicsinstitute
https://doi.org/10.5281/zenodo.6787998
info:eu-repo/semantics/openAccess
Creative Commons Attribution 4.0 International
https://creativecommons.org/licenses/by/4.0/legalcode
Transparency and Reproducibility in Economics: Lessons learned from 1,000 papers
info:eu-repo/semantics/other
oai:zenodo.org:7789977
2023-09-20T06:06:08Z
software
user-labordynamicsinstitute
Vilhuber, Lars
2023-03-31
The American Economic Association's Data Editor has reviewed more than 1,000 empirical articles since July 2019, and worked with authors to improve the reproducibility of their research compendia (replication packages). Some lessons emerge from this work. In this presentation, I will focus on lessons for young scholars (students and young researchers), on possible lessons even for more seasoned researchers. Students and researchers are embedded within institutions, and I will discuss the kind of support that institutions (universities, data providers, compute services) should be providing to students, faculty, and researchers, for a robust, reproducible, and transparent science enterprise. This particular presentation has been shortened for presentation at the MEA-SOLE meetings in 2023.
Use this citation when referencing the presentation
https://doi.org/10.5281/zenodo.7789977
oai:zenodo.org:7789977
Zenodo
https://github.com/labordynamicsinstitute/replicability-presentation-2022/tree/v20230331-mea
https://zenodo.org/communities/labordynamicsinstitute
https://doi.org/10.5281/zenodo.6787998
info:eu-repo/semantics/openAccess
Creative Commons Attribution 4.0 International
https://creativecommons.org/licenses/by/4.0/legalcode
Transparency and Reproducibility in Economics: Context and Lessons learned from 1,000 papers
info:eu-repo/semantics/other
oai:zenodo.org:8362024
2023-09-20T14:27:01Z
openaire
user-labordynamicsinstitute
Vilhuber, Lars
2023-09-20
<p>The American Economic Association's Data Editor has reviewed more than 1,800 empirical articles since July 2019, and worked with authors to improve the reproducibility of their research compendia (replication packages). Some lessons emerge from this work. In this presentation, I frame the discussion in the context of the history of transparency and reproducibility in economics, and derive lessons for young scholars (students and young researchers), on possible lessons even for more seasoned researchers. Students and researchers are embedded within institutions, and I will discuss the kind of support that institutions (universities, data providers, compute services) should be providing to students, faculty, and researchers, for a robust, reproducible, and transparent science enterprise.</p>
<p>> This particular presentation has been expanded using earlier material, and presented at University of Tokyo on 2023-09-12 and at the Japanese Economic Association Meetings on 2023-09-16. Some sections were also presented at workshops at University of Osaka and University of Tokyo.</p>
https://doi.org/10.5281/zenodo.8362024
oai:zenodo.org:8362024
Zenodo
https://github.com/labordynamicsinstitute/replicability-presentation-2022/tree/v20230331-mea
https://zenodo.org/communities/labordynamicsinstitute
https://doi.org/10.5281/zenodo.6787998
info:eu-repo/semantics/openAccess
Creative Commons Attribution 4.0 International
https://creativecommons.org/licenses/by/4.0/legalcode
Japanese Economic Association Meetings, Osaka, Japan, 16 September 2023
Transparency and Reproducibility in Economics: Context and Lessons learned from 1,000 papers
info:eu-repo/semantics/lecture
oai:zenodo.org:5129476
2023-01-09T15:10:43Z
openaire
user-labordynamicsinstitute
Vilhuber, Lars
2021-07-22
<p>In this talk “Principles of Transparent Research: Implementation Challenges,” I discuss the role of journal reproducibility checks in improving research transparency as well as the many challenges faced in implementation, in the social science, or maybe just in economics.</p>
The opinions expressed in this talk are solely the authors, and do not represent the views of the U.S. Census
Bureau, the American Economic Association, or any of the funding agencies.
https://doi.org/10.5281/zenodo.5129476
oai:zenodo.org:5129476
eng
Zenodo
https://zenodo.org/communities/labordynamicsinstitute
https://doi.org/10.5281/zenodo.5129475
info:eu-repo/semantics/openAccess
Creative Commons Attribution 4.0 International
https://creativecommons.org/licenses/by/4.0/legalcode
T7, T7 Workshop on Provenance for Transparent Research, Online, 2021-07-22
replicability
reproducibility
transparency
Presentation: Principles of Transparent Research: Implementation Challenges
info:eu-repo/semantics/lecture
oai:zenodo.org:2641308
2023-01-09T15:11:06Z
software
user-labordynamicsinstitute
Hautahi Kingi
Sylverie Herbert
Flavio Stanchi
Lars Vilhuber
2019-04-14
<p>These programs prepare and clean the raw data from the LDI Replication Lab. The output is manually curated on Zenodo, and used for downstream analysis.</p>
https://doi.org/10.5281/zenodo.2641308
oai:zenodo.org:2641308
Zenodo
https://github.com/labordynamicsinstitute/ldi-replication-dataprep/tree/v20190414
https://doi.org/10.5281/zenodo.2639919
https://zenodo.org/communities/labordynamicsinstitute
https://doi.org/10.5281/zenodo.2641307
info:eu-repo/semantics/openAccess
BSD 3-Clause "New" or "Revised" License
https://opensource.org/licenses/BSD-3-Clause
labordynamicsinstitute/ldi-replication-dataprep: LDI Replication Lab Data Preparation
info:eu-repo/semantics/other
oai:zenodo.org:437185
2020-01-24T19:27:55Z
software
user-labordynamicsinstitute
Cornwell, Christopher
Rivera, Jason
Schmutte, Ian M.
2017-03-21
<p>This replication archive includes SAS, Stata, and MATLAB code to replicate main results presented in Cornwell, Rivera, Schmutte (2017). This archive does not include data. The analysis is based on Brazil's RAIS data, to which we have access under an agreement with the Ministry of Labor and Employment (MTE). Our data use agreement precludes redistribution of the data. However, our access arrangement is not exclusive. Please contact the authors at schmutte@uga.edu for further information on obtaining access to the source data. Details on the specific files used in this research appears in README.txt archives in each subfolder</p>
https://doi.org/10.5281/zenodo.437185
oai:zenodo.org:437185
Zenodo
https://doi.org/10.3368/jhr.52.3.0815-7340R1
https://zenodo.org/communities/labordynamicsinstitute
https://doi.org/10.5281/zenodo.792324
info:eu-repo/semantics/openAccess
Creative Commons Attribution Share Alike 4.0 International
https://creativecommons.org/licenses/by-sa/4.0/legalcode
Journal of Human Resources, (2017-03-21)
economics
discrimination
Brazil
employer-employee matched data
wage differentials
labor economics
Replication archive for "Wage Discrimination when Identity is Subjective: Evidence from Changes in Employer-Reported Race"
info:eu-repo/semantics/other
oai:zenodo.org:5521370
2023-01-09T15:10:58Z
openaire
user-labordynamicsinstitute
user-aeajournals
Vilhuber, Lars
2021-09-17
<p>How does work with proprietary firm data - and more generally, confidential data - fit into the reproducibility requirements of academic journals? This presentation discusses principles, presents scenarios, and some tips.</p>
The opinions expressed in this talk are solely the authors, and do not represent the views of the U.S. Census Bureau, the American Economic Association, or any of the funding agencies.
https://doi.org/10.5281/zenodo.5521370
oai:zenodo.org:5521370
eng
Zenodo
https://docs.google.com/presentation/d/1mYgcxM4Ic3zZtoW7774FZ88HkagRk0gNr2aWanlTVIs/edit?usp=sharing
https://zenodo.org/communities/aeajournals
https://zenodo.org/communities/labordynamicsinstitute
https://doi.org/10.5281/zenodo.5521369
info:eu-repo/semantics/openAccess
Creative Commons Attribution 4.0 International
https://creativecommons.org/licenses/by/4.0/legalcode
Conference on Firm-Academic Research Collaborations in Economics, Online, 17 September 2021
replicability
reproducibility
confidential data
proprietary data
Presentation: Firm-Academic Research Collaborations in Economics - Journals' Perspective
info:eu-repo/semantics/lecture
oai:zenodo.org:400356
2023-01-09T15:10:41Z
software
user-labordynamicsinstitute
Lars Vilhuber
2017-03-16
<p>Updates to reflect that as of 2017-03-16, the original post is no longer live (may be temporary). Archive linked to, both locally and on archive.org.</p>
https://doi.org/10.5281/zenodo.400356
oai:zenodo.org:400356
Zenodo
https://github.com/larsvilhuber/jobcreationblog/tree/V1.2.1
https://doi.org/10.5281/zenodo.192385
https://zenodo.org/communities/labordynamicsinstitute
https://doi.org/10.5281/zenodo.597870
info:eu-repo/semantics/openAccess
Creative Commons Attribution Share Alike 4.0 International
https://creativecommons.org/licenses/by-sa/4.0/legalcode
Replication for: How Much Do Startups Impact Employment Growth in the U.S.?
info:eu-repo/semantics/other
oai:zenodo.org:4073995
2023-01-09T15:11:04Z
openaire
user-labordynamicsinstitute
Vilhuber, Lars
2020-10-09
<p>Data provenance: what you want is what you should get; Data citations: what you got is not yours. A presentation of why you should care about data provenance and data citations, and how to do it.</p>
The opinions expressed in this talk are solely the author's, and do not represent the views of the U.S. Census Bureau, the American Economic Association, or any of the funding agencies.
https://doi.org/10.5281/zenodo.4073995
oai:zenodo.org:4073995
eng
Zenodo
https://github.com/labordynamicsinstitute/practices-presentation-2020/releases/tag/v20201008
https://zenodo.org/communities/labordynamicsinstitute
https://doi.org/10.5281/zenodo.4073994
info:eu-repo/semantics/openAccess
Creative Commons Attribution Non Commercial 4.0 International
https://creativecommons.org/licenses/by-nc/4.0/legalcode
data provenance
data citations
reproducibility
transparency
Data Provenance: Why and How
info:eu-repo/semantics/lecture
oai:zenodo.org:1306968
2023-01-09T15:11:16Z
user-labordynamicsinstitute
Lars Vilhuber
2018-07-06
<p>This bibliography was generated for publications by researchers affiliated with the NSF-Census Research Network (NCRN). The list of publications were provided by NCRN node leaders to staff at the Coordinating Office, lead by Lars Vilhuber. The last updates were received and processed in November of 2017; the bibliography thus covers the time period 2011-2017. At the time of last compilation, some articles were still under review, or had just been submitted; the bibliographic information thus may be incomplete.</p>
<p>The bibliographic information was downloaded from <a href="http://www.ncrn.info">http://www.ncrn.info</a>, and lightly edited for proper layouting. The LaTeX source for the document and BibTeX source for the bibliography are available at <a href="https://github.com/labordynamicsinstitute/ncrncobib">https://github.com/labordynamicsinstitute/ncrncobib</a> .</p>
Also NSF-1130706, NSF-1132015
https://doi.org/10.5281/zenodo.1306968
oai:zenodo.org:1306968
Zenodo
https://github.com/labordynamicsinstitute/ncrncobib/tree/Fall2017b
https://zenodo.org/communities/labordynamicsinstitute
https://doi.org/10.5281/zenodo.1306699
info:eu-repo/semantics/openAccess
Creative Commons Attribution Non Commercial No Derivatives 4.0 International
https://creativecommons.org/licenses/by-nc-nd/4.0/legalcode
Bibliography of the NSF-Census Research Network
info:eu-repo/semantics/preprint
oai:zenodo.org:1027935
2023-01-09T15:10:28Z
software
user-labordynamicsinstitute
Lars Vilhuber
2017-10-19
<p>Replicable document, allowing one to dynamically create a "press release" style document based on a particular release of J2J data.</p>
https://doi.org/10.5281/zenodo.1027935
oai:zenodo.org:1027935
Zenodo
https://github.com/labordynamicsinstitute/j2j_report/tree/v0.2
https://zenodo.org/communities/labordynamicsinstitute
https://doi.org/10.5281/zenodo.1027886
info:eu-repo/semantics/openAccess
Creative Commons Attribution Share Alike 4.0 International
https://creativecommons.org/licenses/by-sa/4.0/legalcode
labordynamicsinstitute/j2j_report: A replicable report using U.S. Census Bureau J2J data
info:eu-repo/semantics/other
oai:zenodo.org:1208758
2019-04-09T13:37:57Z
user-labordynamicsinstitute
Schmutte, Ian M.
Abowd, John M.
2018-03-28
<p>Materials to supplement "An Economic Analysis of Privacy Protection and Statistical Accuracy as Social Choices" by John Abowd and Ian Schmutte.</p>
Supported by:
Alfred P. Sloan Foundation Grant G-2015-13903;
NSF Grants SES-1131848, BCS-0941226, TC-1012593;
EPSRC Grant no. EP/K032208/1
https://doi.org/10.5281/zenodo.1208758
oai:zenodo.org:1208758
Zenodo
https://zenodo.org/communities/labordynamicsinstitute
https://doi.org/10.5281/zenodo.1208757
info:eu-repo/semantics/openAccess
Creative Commons Attribution Share Alike 4.0 International
https://creativecommons.org/licenses/by-sa/4.0/legalcode
Supplemental Materials to Accompany: Abowd and Schmutte "An Economic Analysis of Privacy Protection and Statistical Accuracy as Social Choices"
info:eu-repo/semantics/other
oai:zenodo.org:1186381
2023-01-09T15:10:46Z
software
user-labordynamicsinstitute
Charles Simmer
Ben Perry
Brandon Elam Barker
Lars Vilhuber
Kyle Brumsted
2018-02-28
<p>Installation</p>
<p><strong>Note:</strong> IF you are <em>upgrading</em> an existing installation of CED2AR AND you <em>back up and restore your config files</em> (like we do) THEN you need to add the contents of the patch files to your existing config files. Instructions are at: Patches/<a href="https://github.com/ncrncornell/ced2ar/tree/master/Patches/v2.9.0.0">v2.9.0.0</a></p>
<p>For server installation:</p>
<ul>
<li>ced2ar.war is the server binary</li>
<li>BaseX.war is the server database template</li>
<li>ced2ardata2ddi.war is the server binary for the ced2ardata2ddi service</li>
<li>redeploy_ced2ar_v2.sh is a script used to backup some config files before <em>redeploying</em> ced2ar-web.war.</li>
</ul>
<p>For desktop installation:</p>
<ul>
<li>ced2ar.jar is the desktop binary</li>
<li>ced2ar.sh will run ced2ar.jar</li>
</ul>
<p>New Features and Issues</p>
<p>Currently, new features and issues come from two sites:</p>
<ul>
<li><strong><a href="https://github.com/ncrncornell/ced2ar/issues">GitHub</a></strong> - The <em>public</em> site where <em>users</em> of the system can post Issues.</li>
<li><strong><a href="https://jira.cornell.edu/browse/CDR">JIRA</a></strong> - The <em>restricted</em> site used by the <em>development team</em> to track work related to CED2AR development.</li>
</ul>
<p>We try to cross reference a GitHub issue against a jira issue (CDR).</p>
<p>New Features</p>
<p>The following high level features have been added in this release:</p>
<ul>
<li>
<p>New <strong>+Create</strong> tab in <strong>Manage codebooks</strong> page. - Allows the user to take a dataset (Stata or SPSS) and generate a basic DDI-C codebook. Finally, the new codebook is loaded into the <em>CED2AR</em> database. This is an <em>experimental</em> feature that works with <em>file</em> datasets. (The <em>repository</em> option has not been implemented.) <a href="https://github.com/ncrncornell/ced2ar/wiki/User's-Guide#manage-codebooks">User Documentation</a> <a href="https://jira.cornell.edu/browse/CDR-207">CDR-207</a>, <a href="https://jira.cornell.edu/browse/CDR-208">CDR-208</a>, <a href="https://jira.cornell.edu/browse/CDR-213">CDR-213</a>, <a href="https://jira.cornell.edu/browse/CDR-227">CDR-227</a>, <a href="https://jira.cornell.edu/browse/CDR-239">CDR-239</a>, <a href="https://jira.cornell.edu/browse/CDR-240">CDR-240</a></p>
</li>
<li>
<p>The <strong><em>Modify a Codebook</em></strong> page is now titled <strong>Manage codebooks</strong> - There were some minor UI changes to the v2.8 page, tabs and buttons. In v2.9, the new page title is <strong>Manage codebooks</strong>. The old <strong>Add</strong> tab is now <strong>Upload</strong>. <a href="https://jira.cornell.edu/browse/CDR-208">CDR-208</a></p>
</li>
<li>
<p>ced2ardata2ddi service added - A new SOA service has been added to support the conversion of datasets (Stata or SPSS) into DDI-C codebook format. (The SOA service is only used in the <strong>+Create</strong> tab. System administrators have the option of turning off this service. If the administrator unchecks the service, the <strong>+Create</strong> tab will <em>not</em> be displayed to the user.) <a href="https://github.com/ncrncornell/ced2ar/wiki/The-CED2AR-Configuration-Files#ced2ardata2ddi-data2ddi">Administrator Documentation</a> <a href="https://jira.cornell.edu/browse/CDR-213">CDR-213</a>, <a href="https://jira.cornell.edu/browse/CDR-227">CDR-227</a>, <a href="https://jira.cornell.edu/browse/CDR-239">CDR-239</a>, <a href="https://jira.cornell.edu/browse/CDR-240">CDR-240</a></p>
</li>
</ul>
<p>Resolved Issues</p>
<p>The following issues were fixed in this release. They are listed below.</p>
<p>github Issues</p>
<ul>
<li>No github Issues were closed in this release. Some issues were worked under jira. Example: <a href="https://jira.cornell.edu/browse/CDR-206">CDR-206</a></li>
</ul>
<p>jira Issues Issue</p>
<ul>
<li><a href="https://jira.cornell.edu/browse/CDR-206">CDR-206</a> - Codebook UI: Principle Investigator, Data prepared by</li>
<li><a href="https://jira.cornell.edu/browse/CDR-193">CDR-193</a> - wrong header image for wiki-census</li>
</ul>
<p>New Feature</p>
<ul>
<li><a href="https://jira.cornell.edu/browse/CDR-207">CDR-207</a> - Add import for Stata/SAS
<ul>
<li><a href="https://jira.cornell.edu/browse/CDR-208">CDR-208</a> - codebooksEdit changes</li>
<li><a href="https://jira.cornell.edu/browse/CDR-213">CDR-213</a> - ced2ardata2ddi prototype 2017
<ul>
<li><a href="https://jira.cornell.edu/browse/CDR-227">CDR-227</a> - Track down ced2arddigenerator-1.1.1.jar source code
<ul>
<li><a href="https://jira.cornell.edu/browse/CDR-239">CDR-239</a> - ced2arstatareader changes</li>
<li><a href="https://jira.cornell.edu/browse/CDR-240">CDR-240</a> - ced2arspssreader conversion</li>
</ul>
</li>
</ul>
</li>
</ul>
</li>
<li><a href="https://jira.cornell.edu/browse/CDR-242">CDR-242</a> - Add study title (stdyDscr/citation/titlStmt/titl) to edit/codebooks page</li>
</ul>
<p>QA Fix</p>
<ul>
<li><a href="https://jira.cornell.edu/browse/CDR-241">CDR-241</a> - /studies page displays Error retrieving data -or- CED2AR has no codebook studies</li>
</ul>
<p>Other</p>
<ul>
<li><a href="https://jira.cornell.edu/browse/CDR-233">CDR-233</a> - Create 2.9 release</li>
<li><a href="https://jira.cornell.edu/browse/CDR-244">CDR-244</a> - Update Local Desktop Binary build instructions</li>
</ul>
https://doi.org/10.5281/zenodo.1186381
oai:zenodo.org:1186381
Zenodo
https://github.com/ncrncornell/ced2ar/tree/2.9.0.0
https://doi.org/10.5281/zenodo.495191
https://zenodo.org/communities/labordynamicsinstitute
https://doi.org/10.5281/zenodo.597000
info:eu-repo/semantics/openAccess
Other (Open)
ncrncornell/ced2ar: 2.9.0.0
info:eu-repo/semantics/other
oai:zenodo.org:1116352
2023-01-09T15:10:56Z
openaire_data
user-labordynamicsinstitute
Lars Vilhuber
2017-12-14
<p>First proposed by Evans, Zayatz and Slanta (1998), multiplicative input noise infusion is used as a disclosure-avoidance measure. See also our implementation in the Quarterly Workforce Indicators (published in 2009, but first implemented in 2003). This repository illustrates noise infusion with some toy data.</p>
Grant from the Alfred P. Sloan Foundation (G-2015-13903)
https://doi.org/10.5281/zenodo.1116352
oai:zenodo.org:1116352
eng
Zenodo
https://github.com/labordynamicsinstitute/rampnoise/tree/v1.0
https://zenodo.org/communities/labordynamicsinstitute
https://doi.org/10.5281/zenodo.1116351
info:eu-repo/semantics/openAccess
Creative Commons Attribution Share Alike 4.0 International
https://creativecommons.org/licenses/by-sa/4.0/legalcode
labordynamicsinstitute/rampnoise: Code for Multiplicative Noise Infusion
info:eu-repo/semantics/other
oai:zenodo.org:376600
2023-01-09T15:11:29Z
software
user-labordynamicsinstitute
Abowd, John M.
McKinney, Kevin L.
Schmutte, Ian M.
2017-03-10
<p>Archive of SAS and MATLAB code to build the analysis data, estimate the AKM and endogenous mobility models, calculate test statistics, and generate statistical summaries described in the article. The archive also includes the output files released by the Census Bureau after disclosure avoidance review.</p>
The research in this paper
was previously circulated in two working papers: "Endogenous Mobility," and "How Important is
Endogenous Mobility for Measuring Employer and Employee Heterogeneity." Abowd acknowledges
direct support from NSF Grants SES-0339191, CNS-0627680, SES-0922005, TC-1012593,
and SES-1131848. Any opinions and conclusions expressed herein are those of the authors and
do not necessarily represent the views of the U.S. Census Bureau. All results have been reviewed
to ensure that no confidential information is disclosed. This research uses data from the Census
Bureau's Longitudinal Employer-Household Dynamics Program, which was partially supported
by National Science Foundation Grants SES-9978093, SES-0339191 and ITR-0427889; National
Institute on Aging Grant AG018854; and grants from the Alfred P. Sloan Foundation.
https://doi.org/10.5281/zenodo.376600
oai:zenodo.org:376600
Zenodo
https://github.com/labordynamicsinstitute/endogenous-mobility-replication/tree/V2017January
http://digitalcommons.ilr.cornell.edu/ldi/28/
http://digitalcommons.ilr.cornell.edu/ldi/28/
https://zenodo.org/communities/labordynamicsinstitute
https://doi.org/
info:eu-repo/semantics/openAccess
Creative Commons Attribution Share Alike 4.0 International
https://creativecommons.org/licenses/by-sa/4.0/legalcode
Replication Archive for "Modeling Endogenous Mobility in Earnings Determination"
info:eu-repo/semantics/other
oai:zenodo.org:4072428
2023-01-09T15:11:51Z
openaire_data
user-labordynamicsinstitute
Foote, Andrew D.
Kutzbach, Mark J.
Lars Vilhuber
2020-10-07
<p>This repository contains the code and data to replicate all the analyses in our paper "Recalculating ... : How Uncertainty in Local Labor Market Definitions Affects Empirical Findings." Some of the data can also be used in other researchers' analyses to investigate the robustness of their results when they use commuting zones to aggregate or collect data.</p>
The analysis, conclusions, and opinions expressed herein are those of the author(s) alone and do not necessarily represent the views of the U.S. Census Bureau or the Federal Deposit Insurance Corporation. All results have been reviewed to ensure that no confidential information is disclosed, and no confidential data was used in this paper.
https://doi.org/10.5281/zenodo.4072428
oai:zenodo.org:4072428
Zenodo
https://github.com/larsvilhuber/MobZ/tree/v20201007
https://doi.org/10.1080/00036846.2020.1841083
https://zenodo.org/communities/labordynamicsinstitute
https://doi.org/10.5281/zenodo.597961
info:eu-repo/semantics/openAccess
Creative Commons Attribution 4.0 International
https://creativecommons.org/licenses/by/4.0/legalcode
commuting zones
robustness
Replication code and data for: Recalculating ... How Uncertainty in Local Labor Market Definitions Affects Empirical Findings
info:eu-repo/semantics/other
oai:zenodo.org:3514307
2023-01-09T15:11:24Z
user-labordynamicsinstitute
Vilhuber, Lars
Schmutte, Ian
Card, David
2019-10-13
<p>In 1999, John Abowd, Francis Kramarz, and David Margolis published <a href="https://www.jstor.org/stable/2999586">"High Wage Workers and High Wage Firms."</a> Their model and econometric techniques were pioneering in the analysis of labor markets, and many other markets with high-dimensional interactions between two sides. The conference celebrated the continuing influence of the AKM (1999) model and its foundational role in the analysis of labor markets using linked employer-employee data. The conference highlighted the range of new questions for which the AKM decomposition provides an effective way to understand data. The conference focused attention on key econometric and modeling issues that are common to applications of AKM. The conference was organized in sequential, themed, sessions over the span of two days. The <a href="https://www.journals.elsevier.com/journal-of-econometrics">Journal of Econometrics</a> will publish a special issue of selected papers from the conference, with a submission <a href="https://sites.google.com/view/journalofeconometrics/home">deadline of April 30, 2020</a>.</p>
Conference Organizers: David Card (Berkeley), Ian M. Schmutte (University of Georgia), Lars Vilhuber (Cornell University).
Funding provided by the Alfred P. Sloan Foundation (Grant G-2019-12486), the Class of 1950 Professor of Economics Chair at the University of California at Berkeley, the University of Georgia, the Pierce Memorial Fund at the Cornell ILR School, the Kenneth F. Kahn '69 Dean of the School of Industrial and Labor Relations at Cornell University, and the Labor Dynamics Institute at Cornell University. Local organization by the Labor Dynamics Institute and the ILR New York City Conference Center at Cornell University.
https://doi.org/10.5281/zenodo.3514307
oai:zenodo.org:3514307
Zenodo
https://zenodo.org/communities/labordynamicsinstitute
https://doi.org/10.5281/zenodo.3514306
info:eu-repo/semantics/openAccess
Creative Commons Attribution Non Commercial 4.0 International
https://creativecommons.org/licenses/by-nc/4.0/legalcode
Models of Linked Employer-Employee Data 2019, New York City, NY, USA, 12-13 October 2019
linked data
employer-employee matched data
high-dimensional effects
person and firm effects
Program for the Models of Linked Employer-Employee Data Conference 2019
info:eu-repo/semantics/other
oai:zenodo.org:4504662
2023-01-09T15:11:00Z
software
user-labordynamicsinstitute
Brandon Elam Barker
2021-02-04
<p>This release targets the upcoming release of the Metajelo 0.9 Schema.</p>
https://doi.org/10.5281/zenodo.4504662
oai:zenodo.org:4504662
Zenodo
https://github.com/labordynamicsinstitute/purescript-metajelo/tree/v4.0.0
https://zenodo.org/communities/labordynamicsinstitute
https://doi.org/10.5281/zenodo.4504661
info:eu-repo/semantics/openAccess
Other (Open)
labordynamicsinstitute/purescript-metajelo v4.0.0
info:eu-repo/semantics/other
oai:zenodo.org:4507963
2023-01-09T15:11:13Z
software
user-labordynamicsinstitute
Brandon Elam Barker
Shamsi Brinn
2021-02-05
<p>Dependency update.</p>
https://doi.org/10.5281/zenodo.4507963
oai:zenodo.org:4507963
Zenodo
https://github.com/labordynamicsinstitute/metajelo-ui-css-classes/tree/v1.0.1
https://zenodo.org/communities/labordynamicsinstitute
https://doi.org/10.5281/zenodo.4507962
info:eu-repo/semantics/openAccess
Other (Open)
labordynamicsinstitute/metajelo-ui-css-classes: v1.0.1
info:eu-repo/semantics/other
oai:zenodo.org:4281633
2023-01-09T15:11:34Z
openaire
user-labordynamicsinstitute
Vilhuber, Lars
2020-11-20
<p>> Presentation at the "Beyond the Numbers" conference at the St. Louis Fed on 2020-11-20</p>
<p>Reproducibility and replicability are critical elements of credible scientific research. Data provenance is an important, but often neglected piece of replicability. In particular when data cannot be published, but can be accessed by shared community, properly documenting provenance is essential, but difficult.</p>
<p>I report on the experience gathered from nearly 1,000 reproducibility reports, and on the guidance we give to authors in order to provide good-enough data provenance.</p>
<p> </p>
The opinions expressed in this talk are solely the authors, and do not represent the views of the U.S. Census Bureau, the National Academies, the American Economic Association, or any of the funding agencies.
https://doi.org/10.5281/zenodo.4281633
oai:zenodo.org:4281633
eng
Zenodo
https://github.com/labordynamicsinstitute/beyond-2020-presentation/releases/tag/v20201119
https://events.stlouisfed.org/event/060f5734-57aa-487e-a072-937a551ccc54/summary?5S%2CM3%2C060f5734-57aa-487e-a072-937a551ccc54=
https://zenodo.org/communities/labordynamicsinstitute
https://doi.org/10.5281/zenodo.4281632
info:eu-repo/semantics/openAccess
Creative Commons Attribution Non Commercial 4.0 International
https://creativecommons.org/licenses/by-nc/4.0/legalcode
Beyond2020, Beyond the Numbers, St. Louis, MO, USA, 18-20 November 2020
reproducibility
replicability
provenance
data citations
Data Provenance in the Research Lifecycle: Report from the Trenches
info:eu-repo/semantics/lecture
oai:zenodo.org:4705216
2023-01-09T15:10:59Z
openaire
user-labordynamicsinstitute
Vilhuber, Lars
2021-04-20
<p>Presented as part of <a href="https://www.rd-alliance.org/rdas-17th-plenary-meeting-programme">RDA17</a> in the session on "<a href="https://www.rd-alliance.org/plenaries/rda-17th-plenary-meeting-edinburgh-virtual/experiments-preparing-data-interchange-and">Experiments in Preparing Data for Interchange and Openness</a>", organized by the <a href="https://www.rd-alliance.org/groups/research-data-architectures-research-institutions-ig">IG RDARI</a>.</p>
<p> </p>
https://doi.org/10.5281/zenodo.4705216
oai:zenodo.org:4705216
Zenodo
https://github.com/AEADataEditor/presentation-rda17-2021/releases/tag/v20210420
https://zenodo.org/communities/labordynamicsinstitute
https://doi.org/10.5281/zenodo.4705215
info:eu-repo/semantics/openAccess
Creative Commons Attribution 4.0 International
https://creativecommons.org/licenses/by/4.0/legalcode
RDA17, RDA's 17th Plenary Meeting, Edinburgh, 2021-04-20
reproducibility
Presentation: Improving reproducibility in the social sciences: Challenges
info:eu-repo/semantics/lecture
oai:zenodo.org:165169
2023-01-09T15:11:15Z
software
user-labordynamicsinstitute
Vilhuber, Lars
Lars Vilhuber
2016-11-07
<p>This is a first draft at making this work.</p>
Supported by NSF Grant #1131848
https://doi.org/10.5281/zenodo.165169
oai:zenodo.org:165169
Zenodo
https://github.com/larsvilhuber/snapshot-availability/tree/v0.1-beta1
https://zenodo.org/communities/labordynamicsinstitute
https://doi.org/
info:eu-repo/semantics/openAccess
Creative Commons Attribution Non Commercial 4.0 International
https://creativecommons.org/licenses/by-nc/4.0/legalcode
larsvilhuber/snapshot-availability: Initial release
info:eu-repo/semantics/other
oai:zenodo.org:1477097
2023-01-09T15:11:12Z
user-labordynamicsinstitute
Reeder, Lori B.
Stanley, Jordan C.
Lars Vilhuber
2018-11-02
<p>The SIPP Synthetic Beta (SSB) is a Census Bureau product that integrates person-level micro-data from a household survey with administrative tax and benefit data. These data link respondents from the Survey of Income and Program Participation (SIPP) to Social Security Administration (SSA)/Internal Revenue Service (IRS) Form W-2 records and SSA records of retirement and disability benefit receipt, and were produced by Census Bureau staff economists and statisticians in collaboration with researchers at Cornell University, the SSA and the IRS. The purpose of the SSB is to provide access to linked data that are usually not publicly available due to confidentiality concerns. To overcome these concerns, Census has synthesized, or modeled, all the variables in a way that changes the record of each individual in a manner designed to preserve the underlying covariate relationships between the variables. The only variables that were not altered by the synthesis process and still contain their original values are gender and a link to the first reported marital partner in the survey. Eight SIPP panels (1990, 1991, 1992, 1993, 1996, 2001, 2004, 2008) form the basis for the SSB, with a large subset of variables available across all the panels selected for inclusion and harmonization across the years. Administrative data were added and some editing was done to correct for logical inconsistencies in the IRS/SSA earnings and benefits data.</p>
Additional funding by Sloan Grant https://sloan.org/grant-detail/6845
https://doi.org/10.5281/zenodo.1477097
oai:zenodo.org:1477097
eng
Zenodo
https://github.com/ncrncornell/ced2ar-ssb-v7-codebook/tree/V20181102b
https://doi.org/10.5281/zenodo.1477086
https://www2.ncrn.cornell.edu/ced2ar-web/codebooks/ssb/v/v7
https://doi.org/10.5281/zenodo.1477099
https://zenodo.org/communities/labordynamicsinstitute
https://doi.org/10.5281/zenodo.1477085
info:eu-repo/semantics/openAccess
Other (Open)
SIPP
synthetic data
administrative data
survey data
linked data
Codebook for the SIPP Synthetic Beta 7.0 (DDI-C and PDF)
info:eu-repo/semantics/other
oai:zenodo.org:1477086
2023-01-09T15:11:11Z
user-labordynamicsinstitute
Reeder, Lori B.
Stanley, Jordan C.
Vilhuber, Lars
2018-11-02
<p>The SIPP Synthetic Beta (SSB) is a Census Bureau product that integrates person-level micro-data from a household survey with administrative tax and benefit data. These data link respondents from the Survey of Income and Program Participation (SIPP) to Social Security Administration (SSA)/Internal Revenue Service (IRS) Form W-2 records and SSA records of retirement and disability benefit receipt, and were produced by Census Bureau staff economists and statisticians in collaboration with researchers at Cornell University, the SSA and the IRS. The purpose of the SSB is to provide access to linked data that are usually not publicly available due to confidentiality concerns. To overcome these concerns, Census has synthesized, or modeled, all the variables in a way that changes the record of each individual in a manner designed to preserve the underlying covariate relationships between the variables. The only variables that were not altered by the synthesis process and still contain their original values are gender and a link to the first reported marital partner in the survey. Eight SIPP panels (1990, 1991, 1992, 1993, 1996, 2001, 2004, 2008) form the basis for the SSB, with a large subset of variables available across all the panels selected for inclusion and harmonization across the years. Administrative data were added and some editing was done to correct for logical inconsistencies in the IRS/SSA earnings and benefits data.</p>
Additional funding by Sloan Grant https://sloan.org/grant-detail/6845
https://doi.org/10.5281/zenodo.1477086
oai:zenodo.org:1477086
eng
Zenodo
https://github.com/ncrncornell/ced2ar-ssb-v7-codebook/tree/V20181102
https://www2.ncrn.cornell.edu/ced2ar-web/codebooks/ssb/v/v7
https://zenodo.org/communities/labordynamicsinstitute
https://doi.org/10.5281/zenodo.1477085
info:eu-repo/semantics/openAccess
Other (Open)
synthetic data
codebook
SIPP
administrative data
linked
DDI for Codebook for the SIPP Synthetic Beta 7.0
info:eu-repo/semantics/other
oai:zenodo.org:4509001
2023-01-09T15:10:58Z
software
user-labordynamicsinstitute
Brandon Elam Barker
Lars Vilhuber
2021-02-05
<p>Targets the upcoming release of Metajelo v0.9.</p>
<p>Updates from previous release:</p>
<ul>
<li>describe CI/build process </li>
<li>change title of page to not be purescript-web-xpath</li>
<li>move related identifiers to beginning in preview (metajelo-web)</li>
<li>replace travis badge with github actions badge </li>
<li>describe that CI builds the product using the github actions</li>
<li>list ancillary repositories in metajelo-ui repositories with unversioned zenodo badges</li>
</ul>
https://doi.org/10.5281/zenodo.4509001
oai:zenodo.org:4509001
Zenodo
https://github.com/labordynamicsinstitute/metajelo-ui/tree/v0.1.1
https://zenodo.org/communities/labordynamicsinstitute
https://doi.org/10.5281/zenodo.4484123
info:eu-repo/semantics/openAccess
Other (Open)
labordynamicsinstitute/metajelo-ui: v0.1.1
info:eu-repo/semantics/other
oai:zenodo.org:2577295
2023-01-09T15:10:49Z
user-naddi
openaire
user-labordynamicsinstitute
Vilhuber, Lars
Lagoze, Carl
2019-02-05
<p>We propose a metadata package (called metajelo) that is intended to provide academic journals with a lightweight means of registering, at the time of publication, the existence and disposition of supplementary materials. Information about the supplementary materials is, in most cases, critical for the reproducibility and replicability of scholarly results. In many instances, these materials are curated by a third party, which may or may not follow developing standards for the identification and description of those materials. Researchers struggle when attempting to fully comply with data documentation and provenance documentation standards.<br>
</p>
Funding from the American Economic Association and the Alfred P. Sloan Foundation (G-2018-11377) is acknowledged. The opinions expressed in this talk are solely the authors, and do not represent the views of the American Economic Association, or any of the funding agencies.
https://doi.org/10.5281/zenodo.2577295
oai:zenodo.org:2577295
Zenodo
https://github.com/labordynamicsinstitute/metajelo/tree/IDCC2019
https://digitalcommons.ilr.cornell.edu/ldi/52/
https://zenodo.org/communities/naddi
https://zenodo.org/communities/labordynamicsinstitute
https://doi.org/10.5281/zenodo.2577294
info:eu-repo/semantics/openAccess
Creative Commons Attribution 4.0 International
https://creativecommons.org/licenses/by/4.0/legalcode
metadata
datacite
re3data
reproducibility
Presentation: metajelo, a metadata package for journals to support external linked objects
info:eu-repo/semantics/lecture
oai:zenodo.org:3403351
2023-01-09T15:11:46Z
openaire
user-labordynamicsinstitute
Lars Vilhuber
2019-09-09
<p>Replicability is at the core of the scientific enterprise. In the past 30 years, recurring concerns about the extent of replicability (or lack thereof) of the research in various disciplines have surfaced, including in economics.</p>
<p>In this talk, I describe the context in which the current discussion in the social science is occurring: what are the definitions of replicability and reproducibility, what is failing, and to what extent. In particular, I discuss the concerns in economics: to what extent is this a problem in economics, what are the approaches that are being considered, and what are the possible broader implications of those approaches. And I discuss how we address (some of) these issues at the American Economic Association, where I am the Data Editor.</p>
<p>The solutions to these problems will change the way research will be taught and conducted, in economics in particular, and in the social sciences more broadly. The implications affect undergraduate and graduate teaching, research infrastructure, and habits.</p>
<blockquote>
<p>Presented at the <a href="http://www.aei.org/events/the-policy-simulation-library-dc-meeting-promoting-transparency-and-reproducibility-at-the-american-economic-association/">American Enterprise Institute Policy Simulation workshop</a> in Washington DC on 2019-09-11</p>
</blockquote>
The opinions expressed in this talk are solely the authors, and do not represent the views of the U.S. Census Bureau, the American Economic Association, or any of the funding agencies.
https://doi.org/10.5281/zenodo.3403351
oai:zenodo.org:3403351
eng
Zenodo
https://github.com/labordynamicsinstitute/replicability-presentation2019/tree/v20190911
https://zenodo.org/communities/labordynamicsinstitute
https://doi.org/10.5281/zenodo.2573123
info:eu-repo/semantics/openAccess
Creative Commons Attribution 4.0 International
https://creativecommons.org/licenses/by/4.0/legalcode
replicability
reproducibility
Reproducibility in Social Sciences and Statistics: Context, Concerns, and Concrete Measures
info:eu-repo/semantics/lecture
oai:zenodo.org:2573128
2023-01-09T15:11:48Z
openaire
user-labordynamicsinstitute
Lars Vilhuber
2019-02-13
<p>Replicability is at the core of the scientific enterprise. In the past 30 years, recurring concerns about the extent of replicability (or lack thereof) of the research in various disciplines have surfaced, including in economics.</p>
<p>In this talk, I describe the context in which the current discussion in the social science is occurring: what are the definitions of replicability and reproducibility, what is failing, and to what extent. In particular, I discuss the concerns in economics: to what extent is this a problem in economics, what are the approaches that are being considered, and what are the possible broader implications of those approaches. Finally, I discuss the concrete measures that are being implemented under my guidance at the American Economic Association, and that are being discussed in the broader economics community.</p>
<p>The solutions to these problems will change the way research will be taught and conducted, in economics in particular, and in the social sciences more broadly. The implications affect undergraduate and graduate teaching, research infrastructure, and habits.</p>
<p>Presented at UGA (Athens, GA) on 2019-02-13</p>
The opinions expressed in this talk are solely the authors, and do not represent the views of the U.S. Census
Bureau, the American Economic Association, or any of the funding agencies.
https://doi.org/10.5281/zenodo.2573128
oai:zenodo.org:2573128
Zenodo
https://github.com/labordynamicsinstitute/replicability-presentation2019/tree/v20190213
https://zenodo.org/communities/labordynamicsinstitute
https://doi.org/10.5281/zenodo.2573123
info:eu-repo/semantics/openAccess
Creative Commons Attribution 4.0 International
https://creativecommons.org/licenses/by/4.0/legalcode
Replication and Reproducibility in Social Sciences and Statistics: Context, Concerns, and Concrete Measures
info:eu-repo/semantics/lecture
oai:zenodo.org:2649241
2023-01-09T15:11:44Z
openaire
user-labordynamicsinstitute
Lars Vilhuber
2019-04-05
<p>Replicability is at the core of the scientific enterprise. In the past 30 years, recurring concerns about the extent of replicability (or lack thereof) of the research in various disciplines have surfaced, including in economics.</p>
<p>In this talk, I describe the context in which the current discussion in the social science is occurring: what are the definitions of replicability and reproducibility, what is failing, and to what extent. In particular, I discuss the concerns in economics: to what extent is this a problem in economics, what are the approaches that are being considered, and what are the possible broader implications of those approaches. Finally, I discuss the concrete measures that are being implemented under my guidance at the American Economic Association, and that are being discussed in the broader economics community.</p>
<p>The solutions to these problems will change the way research will be taught and conducted, in economics in particular, and in the social sciences more broadly. The implications affect undergraduate and graduate teaching, research infrastructure, and habits.</p>
<p>Presented at "<a href="https://grch.esg.uqam.ca/en/workshop-april-5-2019/">Using Administrative Data to Inform Public Policy</a>" at UQAM, 2019-04-05</p>
The opinions expressed in this talk are solely the authors, and do not represent the views of the U.S. Census Bureau, the American Economic Association, or any of the funding agencies.
https://doi.org/10.5281/zenodo.2649241
oai:zenodo.org:2649241
Zenodo
https://github.com/labordynamicsinstitute/replicability-presentation2019/tree/v20190405b
https://zenodo.org/communities/labordynamicsinstitute
https://doi.org/10.5281/zenodo.2573123
info:eu-repo/semantics/openAccess
Creative Commons Attribution 4.0 International
https://creativecommons.org/licenses/by/4.0/legalcode
Reproducibility in Social Sciences and Statistics: Context, Concerns, and Concrete Measures
info:eu-repo/semantics/lecture
oai:zenodo.org:8117361
2023-07-14T14:10:36Z
openaire
user-labordynamicsinstitute
Vilhuber, Lars
Koren, Miklós
Csóka, Imola
Connolly, Marie
Llull, Joan
2023-07-04
<p>We present a detailed and actionable guide on creating a replication package, relying on our expertise as data editors of leading journals.</p>
https://doi.org/10.5281/zenodo.8117361
oai:zenodo.org:8117361
eng
Zenodo
https://zenodo.org/communities/labordynamicsinstitute
https://doi.org/10.5281/zenodo.8117360
info:eu-repo/semantics/openAccess
Creative Commons Attribution 4.0 International
https://creativecommons.org/licenses/by/4.0/legalcode
WEAI, Western Economic Association Annual Meeting, San Diego, CA, USA, 2023
reproducibility
replication package
research compendium
Presentation: Ten Simple Rules for creating a replication package
info:eu-repo/semantics/lecture
oai:zenodo.org:7875797
2023-04-28T14:26:40Z
openaire
user-labordynamicsinstitute
Vilhuber, Lars
2023-04-27
<p>Part of the "Symposium Open Science - Forschungstransparenz in den Wirtschaftswissenschaften" https://www.zbw.eu/de/ueber-zbw/veranstaltungen/symposium-open-science-forschungstransparenz-in-den-wirtschaftswissenschaften , in German (as "Kontinuierliche Transparenz und Reproduzierbarkeit bei akademischen Publikationen: Ansätze und Techniken")</p>
Use this citation when referencing the presentation
https://doi.org/10.5281/zenodo.7875797
oai:zenodo.org:7875797
Zenodo
https://github.com/labordynamicsinstitute/continuous-transparency-2023/tree/v20230427
https://zenodo.org/communities/labordynamicsinstitute
https://doi.org/10.5281/zenodo.7875796
info:eu-repo/semantics/openAccess
Creative Commons Attribution Non Commercial 4.0 International
https://creativecommons.org/licenses/by-nc/4.0/legalcode
Continuous Transparency and Reproducibility in Academic Publications
info:eu-repo/semantics/lecture
oai:zenodo.org:2639920
2023-01-09T15:10:44Z
openaire_data
user-labordynamicsinstitute
Hautahi Kingi
Sylverie Herbert
Flavio Stanchi
Vilhuber, Lars
2019-04-14
<p>Data in this directory was compiled by participants in the Cornell LDI Replication Lab (https://www.ilr.cornell.edu/ldi). It stems from post-publication verification of computational reproducibility for several journals. "Replicators" were undergraduate research assistants, graduate research assistants, and the authors. More information is available at a TBD URL.</p>
<p> </p>
https://doi.org/10.5281/zenodo.2639920
oai:zenodo.org:2639920
Zenodo
https://github.com/labordynamicsinstitute/ldi-replication-dataprep
https://zenodo.org/communities/labordynamicsinstitute
https://doi.org/10.5281/zenodo.2639919
info:eu-repo/semantics/openAccess
Creative Commons Attribution Non Commercial 4.0 International
https://creativecommons.org/licenses/by-nc/4.0/legalcode
Data from the Cornell LDI Replication Lab
info:eu-repo/semantics/other
oai:zenodo.org:6264722
2023-01-09T15:10:52Z
openaire
user-labordynamicsinstitute
Vilhuber, Lars
2022-02-24
<p>Talk given at the 2022 Toronto Workshop on Reproducibility</p>
The opinions expressed in this talk are solely the authors, and do not represent the views of the U.S. Census Bureau, the American Economic Association, or any of the funding agencies.
Based on joint work with Harry Son, Meredith Welch, David Wasser, Michael Darisse, Leonel Borja Plaza.
https://doi.org/10.5281/zenodo.6264722
oai:zenodo.org:6264722
eng
Zenodo
https://docs.google.com/presentation/d/1KxLuwKtD_HjFeE8XLRpqKn8vBrAZIt8lx55baBywkJA/edit?usp=sharing
https://zenodo.org/communities/labordynamicsinstitute
https://doi.org/10.5281/zenodo.6264721
info:eu-repo/semantics/openAccess
Creative Commons Attribution Non Commercial 4.0 International
https://creativecommons.org/licenses/by-nc/4.0/legalcode
2022 Toronto Workshop on Reproducibility, Toronto, ON, Canada, 23-25 February 2022
reproducibility
training
economics
Training for Reproducibility
info:eu-repo/semantics/lecture
oai:zenodo.org:4791013
2023-01-09T15:11:00Z
openaire
user-labordynamicsinstitute
Vilhuber, Lars
2021-05-25
<p>Presentation on " Implementing Increased Transparency and Reproducibility in Economics:<br>
Some Lessons", as part of (closed) CNSTAT Expert meeting on Guidance on Data Sharing for NIA Longitudinal Studies on 2021-05-10.</p>
The opinions expressed in this talk are solely the authors, and do not represent the views of the U.S. Census Bureau, the American Economic Association, or any of the funding agencies.
https://doi.org/10.5281/zenodo.4791013
oai:zenodo.org:4791013
Zenodo
https://zenodo.org/communities/labordynamicsinstitute
https://doi.org/10.5281/zenodo.4791012
info:eu-repo/semantics/openAccess
Creative Commons Attribution Non Commercial 4.0 International
https://creativecommons.org/licenses/by-nc/4.0/legalcode
Presentation to CNSTAT Expert meeting on Guidance on Data Sharing for NIA Longitudinal Studies
info:eu-repo/semantics/lecture
oai:zenodo.org:545669
2023-01-09T15:10:29Z
openaire_data
user-labordynamicsinstitute
Vilhuber, Lars
Schmutte, Ian M.
2017-04-12
<p>Data collected using Google Consumer Survey on attitudes towards sharing health data, regarding quality of health service, and privacy</p>
https://doi.org/10.5281/zenodo.545669
oai:zenodo.org:545669
Zenodo
https://zenodo.org/communities/labordynamicsinstitute
https://doi.org/10.5281/zenodo.602352
info:eu-repo/semantics/openAccess
Creative Commons Zero v1.0 Universal
https://creativecommons.org/publicdomain/zero/1.0/legalcode
health
privacy
google Consumer Survey
Attitudes on Health Quality and Privacy
info:eu-repo/semantics/other
oai:zenodo.org:1116995
2023-01-09T15:11:30Z
openaire_data
user-labordynamicsinstitute
Vilhuber, Lars
Abowd, John M.
Schmutte, Ian M.
2017-12-15
<p>These are the data and derived figures as used in the chapter by Abowd, Schmutte, and Vilhuber, "Disclosure Limitation and Confidentiality Protection in Linked Data"</p>
All results presented in this work stem from previously released work, were used by permission, and were previously reviewed to ensure that no confidential information is disclosed.
Grant from the Alfred P. Sloan Foundation (G-2015-13903) and NSF TC-1012593, BCS-0941226, SES-1131848.
https://doi.org/10.5281/zenodo.1116995
oai:zenodo.org:1116995
eng
Zenodo
https://github.com/labordynamicsinstitute/replication_book_disclosure_limitation/tree/V20171214
https://zenodo.org/communities/labordynamicsinstitute
https://doi.org/10.5281/zenodo.1116994
info:eu-repo/semantics/openAccess
Creative Commons Attribution Share Alike 4.0 International
https://creativecommons.org/licenses/by-sa/4.0/legalcode
disclosure limitation
confidentiality protection
privacy
RDC
enclave
noise infusion
differential privacy
Replication Materials for Disclosure Limitation and Confidentality Protection in Linked Data
info:eu-repo/semantics/other
oai:zenodo.org:5847348
2023-01-09T15:11:35Z
openaire
user-labordynamicsinstitute
Vilhuber, Lars
2022-01-09
<p>Presentation at ASSA 2022 in the <em>Journal of Econometrics</em> Session: "Econometrics and Data in the 21st Century: Reproducibility and Transparency versus Privacy and Confidentiality"</p>
<p> </p>
The opinions expressed in this talk are solely the authors, and do not represent the views of the U.S.
Census Bureau, the American Economic Association, or any of the funding agencies.
https://doi.org/10.5281/zenodo.5847348
oai:zenodo.org:5847348
eng
Zenodo
https://www.aeaweb.org/conference/2022/preliminary/1639
https://youtu.be/Y-ObRYOwTOY
https://docs.google.com/presentation/d/1_s36gVHeTKMGiz1Q3GLgR1PjC9l4Irg-cTZHPB50ZR8/edit?usp=sharing
https://zenodo.org/communities/labordynamicsinstitute
https://doi.org/10.5281/zenodo.5847347
info:eu-repo/semantics/openAccess
Creative Commons Attribution Non Commercial 4.0 International
https://creativecommons.org/licenses/by-nc/4.0/legalcode
ASSA, Allied Social Science Associations Annual Meeting, Virtual, 2022-01-09
reproducibility
replicability
privacy
proprietary data
data editor
Reproducibility and Transparency versus Privacy and Confidentiality: Reflections from a Data Editor
info:eu-repo/semantics/lecture
oai:zenodo.org:545680
2023-01-09T15:11:17Z
software
user-labordynamicsinstitute
McKinney, Kevin L.
Abowd, John M.
Zhao, Nellie
2017-04-12
<p>by John M. Abowd, Kevin L. McKinney, and Nellie L. Zhao. Full Paper available for download at: http://www.nber.org/papers/w23224 and http://digitalcommons.ilr.cornell.edu/ldi/34/</p>
Abowd acknowledges direct support from NSF Grants SES-0339191, CNS-0627680, SES-0922005, TC-1012593, and SES- 1131848. This paper was written while the the third author was a Pathways Intern at the U.S. Census Bureau. We have benefited from discussions with David Card, John Eltinge, Patrick Kline, Francis Kramarz, Kristin McCue, Ian Schmutte, Lars Vilhuber, participants at the NBER conference that preceded this volume, the editors of this volume, Edward Lazear and Kathryn Shaw, and two anonymous referees. Sara Sullivan edited the final manuscript. Any opinions and conclusions expressed herein are those of the authors and do not necessarily represent the views of the U.S. Census Bureau or other sponsors. All results have been reviewed to ensure that no confidential information is disclosed. This research uses data from the Census Bureau's Longitudinal Employer-Household Dynamics Program, which was partially supported by the following National Science Foundation Grants: SES-9978093, SES-0339191 and ITR-0427889; National Institute on Aging Grant AG018854; and grants from the Alfred P. Sloan Foundation.
https://doi.org/10.5281/zenodo.545680
oai:zenodo.org:545680
Zenodo
https://github.com/labordynamicsinstitute/Earnings-Inequality-Replication/tree/v20170412
http://www.nber.org/papers/w23224
http://digitalcommons.ilr.cornell.edu/ldi/34/
https://zenodo.org/communities/labordynamicsinstitute
https://doi.org/
info:eu-repo/semantics/openAccess
Creative Commons Attribution Non Commercial Share Alike 4.0 International
https://creativecommons.org/licenses/by-nc-sa/4.0/legalcode
Replication Archive for "Earnings Inequality and Mobility Trends in the United States: Nationally Representative Estimates from Longitudinally Linked Employer-Employee Data"
info:eu-repo/semantics/other
oai:zenodo.org:3950353
2023-01-09T15:11:20Z
openaire_data
user-labordynamicsinstitute
McKinney, Kevin M.
Green, Andrew
Vilhuber, Lars
Abowd, John M.
2020-07-17
<p>This archive contains supplementary materials for the published manuscript.</p>
<p>We report results from the first comprehensive total quality evaluation of five major indicators in the U.S. Census Bureau's Longitudinal Employer-Household Dynamics (LEHD) Program Quarterly Workforce Indicators (QWI): total flow-employment, beginning-of-quarter employment, full-quarter employment, average monthly earnings of full-quarter employees, and total quarterly payroll. Beginning-of-quarter employment is also the main tabulation variable in the LEHD Origin-Destination Employment Statistics (LODES) workplace reports as displayed in OnTheMap (OTM), including OnTheMap for Emergency Management. We account for errors due to coverage; record-level non-response; edit and imputation of item missing data; and statistical disclosure limitation. The analysis reveals that the five publication variables under study are estimated very accurately for tabulations involving at least 10 jobs. Tabulations involving three to nine jobs are a transition zone, where cells may be fit for use with caution. Tabulations involving one or two jobs, which are generally suppressed on fitness-for-use criteria in the QWI and synthesized in LODES, have substantial total variability but can still be used to estimate statistics for untabulated aggregates as long as the job count in the aggregate is more than 10.</p>
The work was supported by the U.S. Census Bureau and by the National Science Foundation [Grants SES-0922005, BCS 0941226, TC-1012593, and SES-1131848 to Abowd and Vilhuber]. This research uses data from the U.S. Census Bureau's Longitudinal Employer-Household Dynamics Program, which was partially supported by the National Science Foundation [Grants SES-9978093, SES-0339191 and ITR-0427889]; by the National Institute on Aging [Grant AG018854]; and by grants from the Alfred P. Sloan Foundation. Any opinions and conclusions expressed herein are those of the authors and do not represent the views of the U.S. Census Bureau. All results have been reviewed and released by the Disclosure Review Board with approval numbers CBDRB-FY19-CED002-B0017 and CBDRB-FY20-CED002-B0001.
https://doi.org/10.5281/zenodo.3950353
oai:zenodo.org:3950353
Zenodo
https://ideas.repec.org/p/cen/wpaper/17-71.html
https://doi.org/10.3886/E100590V1
https://zenodo.org/communities/labordynamicsinstitute
https://doi.org/10.5281/zenodo.3950352
info:eu-repo/semantics/openAccess
Creative Commons Attribution 4.0 International
https://creativecommons.org/licenses/by/4.0/legalcode
Journal of Survey Statistics and Methodology, (2020-07-17)
Multiple imputation
Total quality measures
Employment statistics
Earnings statistics
Total survey error
Input noise infusion
statistical disclosure limitation
Online Supplemental Materials for: "Total Error and Variability Measures for the Quarterly Workforce Indicators and LEHD Origin Destination Employment Statistics in OnTheMap"
info:eu-repo/semantics/other
oai:zenodo.org:3662907
2023-01-09T15:11:43Z
openaire
user-labordynamicsinstitute
Vilhuber, Lars
2020-02-07
<p>Replicability is at the core of the scientific enterprise. In the past 30 years, recurring concerns about the extent of replicability (or lack thereof) of the research in various disciplines have surfaced, including in economics.</p>
<p>In this talk, I describe the context in which the current discussion in the social science is occurring: what are the definitions of replicability and reproducibility, what is failing, and to what extent. I discuss progess over the past 15 years. Finally, I discuss the concrete measures that have been implemented under my guidance at the American Economic Association, and the first preliminary outcomes from those measures. I conclude with some observations on how to integrate reproducibility into the scientific workflow in the social and statistical sciences.</p>
<p>The solutions to these problems will change the way research will be taught and conducted, in economics in particular, and in the social sciences more broadly. The implications affect undergraduate and graduate teaching, research infrastructure, and habits.</p>
The opinions expressed in this talk are solely the authors, and do not represent the views of the U.S. Census
Bureau, the American Economic Association, or any of the funding agencies.
https://doi.org/10.5281/zenodo.3662907
oai:zenodo.org:3662907
eng
Zenodo
https://github.com/labordynamicsinstitute/replicability-presentation-2020
https://zenodo.org/communities/labordynamicsinstitute
https://doi.org/10.5281/zenodo.3662906
info:eu-repo/semantics/openAccess
Creative Commons Attribution Non Commercial 4.0 International
https://creativecommons.org/licenses/by-nc/4.0/legalcode
reproducibility
verification
economics
Implementing Increased Transparency, and Reproducibility in Economics
info:eu-repo/semantics/lecture
oai:zenodo.org:3677115
2023-01-09T15:11:40Z
openaire
user-labordynamicsinstitute
Vilhuber, Lars
2020-02-12
<p>Replicability is at the core of the scientific enterprise. In the past 30 years, recurring concerns about the extent of replicability (or lack thereof) of the research in various disciplines have surfaced, including in economics.</p>
<p>In this talk, I describe the context in which the current discussion in the social science is occurring: what are the definitions of replicability and reproducibility, what is failing, and to what extent. I discuss progess over the past 15 years. Finally, I discuss the concrete measures that have been implemented under my guidance at the American Economic Association, and the first preliminary outcomes from those measures. I conclude with some observations on how to integrate reproducibility into the scientific workflow in the social and statistical sciences.</p>
<p>The solutions to these problems will change the way research will be taught and conducted, in economics in particular, and in the social sciences more broadly. The implications affect undergraduate and graduate teaching, research infrastructure, and habits.</p>
<p>(Short version of talk - for longer versions, see f.i. <a href="https://doi.org/10.5281/zenodo.3666011">https://doi.org/10.5281/zenodo.3666011)</a></p>
<p>Presented at "Love Your Code" at ONS, London, UK on February 14, 2020.</p>
The opinions expressed in this talk are solely the authors, and do not represent the views of the U.S. Census
Bureau, the American Economic Association, or any of the funding agencies.
https://doi.org/10.5281/zenodo.3677115
oai:zenodo.org:3677115
eng
Zenodo
https://github.com/labordynamicsinstitute/replicability-presentation-2020
https://zenodo.org/communities/labordynamicsinstitute
https://doi.org/10.5281/zenodo.3662906
info:eu-repo/semantics/openAccess
Creative Commons Attribution Non Commercial 4.0 International
https://creativecommons.org/licenses/by-nc/4.0/legalcode
reproducibility
verification
economics
Implementing Increased Transparency, and Reproducibility in Economics
info:eu-repo/semantics/lecture
oai:zenodo.org:3981458
2023-01-09T15:11:41Z
openaire
user-labordynamicsinstitute
Vilhuber, Lars
2020-08-12
<p>Replicability is at the core of the scientific enterprise. In the past 30 years, recurring concerns about the extent of replicability (or lack thereof) of the research in various disciplines have surfaced, including in economics.</p>
<p>I am the Data Editor responsible for pre-publication reproducibility for 8 journals, and will convey to participants practical recommendations for creating reproducible research, as a researcher, as a journal editor, and from an institutional perspective.</p>
<p>The solutions to these problems will change the way research will be taught and conducted, in economics in particular, and in the social sciences more broadly. The implications affect undergraduate and graduate teaching, research infrastructure, and habits.</p>
The opinions expressed in this talk are solely the authors, and do not represent the views of the U.S. Census
Bureau, the American Economic Association, or any of the funding agencies.
https://doi.org/10.5281/zenodo.3981458
oai:zenodo.org:3981458
eng
Zenodo
https://github.com/labordynamicsinstitute/replicability-presentation-2020
https://zenodo.org/communities/labordynamicsinstitute
https://doi.org/10.5281/zenodo.3662906
info:eu-repo/semantics/openAccess
Creative Commons Attribution Non Commercial 4.0 International
https://creativecommons.org/licenses/by-nc/4.0/legalcode
reproducibility
verification
economics
Implementing Increased Transparency and Reproducibility in Economics: Lessons Learned
info:eu-repo/semantics/lecture
oai:zenodo.org:3911311
2023-01-09T15:11:43Z
openaire
user-labordynamicsinstitute
Vilhuber, Lars
2020-06-27
<p>Replicability is at the core of the scientific enterprise. In the past 30 years, recurring concerns about the extent of replicability (or lack thereof) of the research in various disciplines have surfaced, including in economics.</p>
<p>In this talk, I describe the context in which the current discussion in the social science is occurring, the motivation behind the recent focus on pre-publication reproducibility, and the lessons learned so far. I am the Data Editor responsible for pre-publication reproducibility for 8 journals, and will convey to participants practical recommendations for creating reproducible research.</p>
<p>The solutions to these problems will change the way research will be taught and conducted, in economics in particular, and in the social sciences more broadly. The implications affect undergraduate and graduate teaching, research infrastructure, and habits.</p>
<p>Presented online on 2020-06-27 at the <a href="https://weai.org/conferences/view/8/95th-Annual-Conference">Western Economic Association International's Virtual 95th Conference</a>.</p>
The opinions expressed in this talk are solely the authors, and do not represent the views of the U.S. Census
Bureau, the American Economic Association, or any of the funding agencies.
https://doi.org/10.5281/zenodo.3911311
oai:zenodo.org:3911311
eng
Zenodo
https://github.com/labordynamicsinstitute/replicability-presentation-2020
https://zenodo.org/communities/labordynamicsinstitute
https://doi.org/10.5281/zenodo.3662906
info:eu-repo/semantics/openAccess
Creative Commons Attribution Non Commercial 4.0 International
https://creativecommons.org/licenses/by-nc/4.0/legalcode
reproducibility
verification
economics
Implementing Increased Transparency and Reproducibility in Economics
info:eu-repo/semantics/lecture
oai:zenodo.org:7147938
2023-09-20T06:06:07Z
openaire
user-labordynamicsinstitute
Vilhuber, Lars
2022-10-03
<p>The American Economic Association's Data Editor has reviewed more than 1,000 empirical articles since July 2019, and worked with authors to improve the reproducibility of their research compendia (replication packages). Some lessons emerge from this work. In this presentation, I will focus on lessons for young scholars (students and young researchers), on possible lessons even for more seasoned researchers. Students and researchers are embedded within institutions, and I will discuss the kind of support that institutions (universities, data providers, compute services) should be providing to students, faculty, and researchers, for a robust, reproducible, and transparent science enterprise. This particular presentation has been customized to the specific context of the World Bank's Reproducible Research Fundamentals course.</p>
The opinions expressed in this talk are solely the authors, and do not represent the views of the U.S. Census Bureau, the American Economic Association, or any of the funding agencies.
https://doi.org/10.5281/zenodo.7147938
oai:zenodo.org:7147938
Zenodo
https://github.com/labordynamicsinstitute/replicability-presentation-2022/tree/v20221004-wb-as-presented
https://zenodo.org/communities/labordynamicsinstitute
https://doi.org/10.5281/zenodo.6787998
info:eu-repo/semantics/openAccess
Creative Commons Attribution 4.0 International
https://creativecommons.org/licenses/by/4.0/legalcode
Transparency and Reproducibility in Economics: Context and Lessons learned from 1,000 papers
info:eu-repo/semantics/lecture
oai:zenodo.org:556593
2023-01-09T15:11:33Z
user-labordynamicsinstitute
Lars Vilhuber
2017-04-21
<p>This document provides some guidance to those who need to create a DMP, and might have that DMP reviewed by funding agencies.</p>
https://doi.org/10.5281/zenodo.556593
oai:zenodo.org:556593
Zenodo
https://github.com/labordynamicsinstitute/GuidanceDMP/tree/v0.1
https://zenodo.org/communities/labordynamicsinstitute
https://doi.org/
info:eu-repo/semantics/openAccess
Creative Commons Attribution Non Commercial Share Alike 4.0 International
https://creativecommons.org/licenses/by-nc-sa/4.0/legalcode
DMP
DMP Guidance (early release)
info:eu-repo/semantics/technicalDocumentation
oai:zenodo.org:291987
2023-01-09T15:11:30Z
software
user-labordynamicsinstitute
Abowd, John M.
McKinney, Kevin L.
Schmutte, Ian M.
2015-05-01
<p>Replication archive for http://digitalcommons.ilr.cornell.edu/ldi/23/</p>
Abowd acknowledges direct support from NSF Grants SES-0339191, CNS-0627680, SES-0922005, TC-1012593, and SES-1131848. This research uses data from the Census Bureau's Longitudinal Employer-Household Dynamics Program, which was partially supported by National Science Foundation Grants SES-9978093, SES-0339191 and ITR-0427889; National Institute on Aging Grant AG018854; and grants from the Alfred P. Sloan Foundation.
https://doi.org/10.5281/zenodo.291987
oai:zenodo.org:291987
Zenodo
http://digitalcommons.ilr.cornell.edu/ldi/23/
https://zenodo.org/communities/labordynamicsinstitute
https://doi.org/
info:eu-repo/semantics/openAccess
Creative Commons Attribution Non Commercial 4.0 International
https://creativecommons.org/licenses/by-nc/4.0/legalcode
Replication Archive for: Modeling Endogenous Mobility in Wage Determination
info:eu-repo/semantics/other
oai:zenodo.org:3903458
2023-01-09T15:11:14Z
software
user-labordynamicsinstitute
Vilhuber, Lars
Bjelland, Melissa
2020-06-22
<p>These programs download and readin bulk data from the U.S. Bureau of Labor Statistics for the Quarterly Census of Employment and Wages data in ENB format.</p>
https://doi.org/10.5281/zenodo.3903458
oai:zenodo.org:3903458
Zenodo
https://github.com/labordynamicsinstitute/readin_qcew_sas/tree/v20200622
https://zenodo.org/communities/labordynamicsinstitute
https://doi.org/10.5281/zenodo.3903457
info:eu-repo/semantics/openAccess
MIT License
https://opensource.org/licenses/MIT
QCEW
BLS
labordynamicsinstitute/readin_qcew_sas: A sequence of programs to readin in QCEW data from the Bureau of Labor Statistics
info:eu-repo/semantics/other
oai:zenodo.org:4884734
2023-01-09T15:10:50Z
openaire
user-labordynamicsinstitute
Vilhuber, Lars
2021-05-26
<p>Presentation at the Virtual Workshop on "Research with German and Norwegian Register Data on Family Economics" on lessons learned while implementing the AEA's Data and Code Availability Policy about conducting transparent and reproducible research using administrative (register) data.</p>
The opinions expressed in this talk are solely the authors, and do not represent the views of the American Economic Association, or any of the funding agencies.
https://doi.org/10.5281/zenodo.4884734
oai:zenodo.org:4884734
eng
Zenodo
https://zenodo.org/communities/labordynamicsinstitute
https://doi.org/10.5281/zenodo.4884733
info:eu-repo/semantics/openAccess
Creative Commons Attribution Non Commercial 4.0 International
https://creativecommons.org/licenses/by-nc/4.0/legalcode
Virtual Workshop on Research with German and Norwegian Register Data on Family Economics, 2021-05-26 to 2021-05-27
transparency
reproducibility
administrative data
register data
Implementing Increased Transparency and Reproducibility in Economics: Lessons for Register based Research
info:eu-repo/semantics/lecture
oai:zenodo.org:4507862
2023-01-09T15:11:02Z
software
user-labordynamicsinstitute
Brandon Elam Barker
Lars Vilhuber
2021-02-05
<p>Targets the upcoming release of Metajelo v0.9.</p>
https://doi.org/10.5281/zenodo.4507862
oai:zenodo.org:4507862
Zenodo
https://github.com/labordynamicsinstitute/metajelo-web/tree/v2.0.0
https://zenodo.org/communities/labordynamicsinstitute
https://doi.org/10.5281/zenodo.4507861
info:eu-repo/semantics/openAccess
Other (Open)
labordynamicsinstitute/metajelo-web: v2.0.0
info:eu-repo/semantics/other
oai:zenodo.org:5774949
2023-01-09T15:10:57Z
openaire
user-labordynamicsinstitute
Vilhuber, Lars
2021-12-10
<p>Innovative Data in Household Finance: Opportunities and Challenges, Fall 2021</p>
The opinions expressed in this talk are solely the authors, and do not represent the views of the American Economic Association, or any of the funding agencies.
https://doi.org/10.5281/zenodo.5774949
oai:zenodo.org:5774949
Zenodo
https://docs.google.com/presentation/d/12e67idqI6YO6F8udwL_CoO91bG_DowzBHWgyk_dAY1k/edit?usp=sharing
https://zenodo.org/communities/labordynamicsinstitute
https://doi.org/10.5281/zenodo.5774948
info:eu-repo/semantics/openAccess
Creative Commons Attribution Non Commercial 4.0 International
https://creativecommons.org/licenses/by-nc/4.0/legalcode
NBER Innovative Data in Household Finance: Opportunities and Challenges, Fall 2021, 10 December 2021
Short Notes on the Challenges and Opportunities of Reproducibility when Data are Proprietary
info:eu-repo/semantics/lecture
oai:zenodo.org:7434526
2023-01-09T15:11:23Z
openaire
user-labordynamicsinstitute
Vilhuber, Lars
2022-12-13
<p>Presentation on issues surrounding reproducibility and confidential data in economics. Part of the CRRESS conference series.</p>
The opinions expressed in this talk are solely the authors, and do not represent the views of the U.S. Census Bureau, the American Economic Association, or any of the funding agencies.
https://doi.org/10.5281/zenodo.7434526
oai:zenodo.org:7434526
eng
Zenodo
https://docs.google.com/presentation/d/10fG6NxAE7PYvOC2_29ZAaDX9Snz-6XBOzAW_BZ85Tlo/edit?usp=share_link
https://zenodo.org/communities/labordynamicsinstitute
https://doi.org/10.5281/zenodo.7434525
info:eu-repo/semantics/openAccess
Creative Commons Attribution Non Commercial 4.0 International
https://creativecommons.org/licenses/by-nc/4.0/legalcode
CRRESS, Conference on Reproducibility and Replicability in Economics and the Social Sciences, 13 December 2022
reproducibility
replicability
transparency
confidential data
Reproducibility and Confidential Data
info:eu-repo/semantics/lecture
oai:zenodo.org:3581470
2023-01-09T15:11:01Z
openaire
user-labordynamicsinstitute
Abowd, John M.
Schmutte, Ian M.
Sexton, William
Vilhuber, Lars
2019-11-05
<p>We explain why population statistics are provided by public statistical agencies rather than private firms. To do so, we focus on inefficiencies in how private providers trade off data privacy and accuracy. Increasing the accuracy of published statistical summaries necessarily results in a loss of privacy for the data owners. Data publication is based on differential privacy. Privacy protection and accuracy are public goods We find that private provision results in suboptimally low data accuracy. The external benefit of data accuracy to all consumers is not captured by the willingness-to-pay of the consumer with the greatest private value.The provider buys just enough data-use rights (privacy loss) to sell the data accuracy to the consumer with the highest valuation.</p>
The views expressed in this paper are those of the authors and not those of the U.S. Census Bureau or other sponsors. This research was partially funded through NSF Grant #1131848 (NCRN) and Alfred P. Sloan Foundation Grant G-2015-13903.
https://doi.org/10.5281/zenodo.3581470
oai:zenodo.org:3581470
eng
Zenodo
https://github.com/labordynamicsinstitute/TPDP_Poster_2019
https://zenodo.org/communities/labordynamicsinstitute
https://doi.org/10.5281/zenodo.3581469
info:eu-repo/semantics/openAccess
Creative Commons Attribution 4.0 International
https://creativecommons.org/licenses/by/4.0/legalcode
TPDP2019, TPDP 2019 - Theory and Practice of Differential Privacy, London, UK, 05 November 2019
differential privacy
tradeoff
data accuracy
Suboptimal Provision of Privacy and Statistical Accuracy When They are Public Goods
info:eu-repo/semantics/conferencePoster
oai:zenodo.org:1451766
2023-01-09T15:11:05Z
user-labordynamicsinstitute
Lars Vilhuber
2018-10-08
<p>This 'raw' metadata contains the releasable metadata (variable names and labels) of the confidential data in the Census Bureau FSRDC, and their collection in the form of datasets (zero-obs SAS and Stata datasets).</p>
<p>For select datasets, DDI-C formatted metadata is also available.</p>
Flavio Stanchi provided excellent research assistance in preparing these metadata.
https://doi.org/10.5281/zenodo.1451766
oai:zenodo.org:1451766
Zenodo
https://github.com/ncrncornell/metadata-census-rdc/tree/v1
https://zenodo.org/communities/labordynamicsinstitute
https://doi.org/10.5281/zenodo.1451765
info:eu-repo/semantics/openAccess
Creative Commons Attribution 4.0 International
https://creativecommons.org/licenses/by/4.0/legalcode
DDI
metadata
US Census Bureau
ncrncornell/metadata-census-rdc: Metadata for Census Bureau Datasets in the FSRDC
info:eu-repo/semantics/other
oai:zenodo.org:4540232
2023-01-09T15:10:31Z
software
user-labordynamicsinstitute
Lars Vilhuber
2021-02-13
<p>This code has been used by us to read in CBP files. Your mileage may vary.</p>
https://doi.org/10.5281/zenodo.4540232
oai:zenodo.org:4540232
Zenodo
https://github.com/labordynamicsinstitute/readin_cbp_stata/tree/v20210212
https://zenodo.org/communities/labordynamicsinstitute
https://doi.org/10.5281/zenodo.4540231
info:eu-repo/semantics/openAccess
Other (Open)
labordynamicsinstitute/readin_cbp_stata: Stata Code for reading County Business Pattern (CBP)
info:eu-repo/semantics/other
oai:zenodo.org:1027887
2023-01-09T15:10:27Z
software
user-labordynamicsinstitute
Lars Vilhuber
2017-10-19
<p>Replicable document, allowing one to dynamically create a "press release" style document based on a particular release of J2J data.</p>
https://doi.org/10.5281/zenodo.1027887
oai:zenodo.org:1027887
Zenodo
https://github.com/labordynamicsinstitute/j2j_report/tree/v0.1
https://zenodo.org/communities/labordynamicsinstitute
https://doi.org/10.5281/zenodo.1027886
info:eu-repo/semantics/openAccess
Creative Commons Attribution Share Alike 4.0 International
https://creativecommons.org/licenses/by-sa/4.0/legalcode
labordynamicsinstitute/j2j_report: A replicable report using U.S. Census Bureau J2J data
info:eu-repo/semantics/other
oai:zenodo.org:5786464
2023-01-09T15:11:22Z
openaire
user-labordynamicsinstitute
Vilhuber, Lars
2021-12-15
<p>Presentation at the Banco de Portugal Workshop on Reproducibility of Scientific Results.</p>
The opinions expressed in this talk are solely the authors, and do not represent the views of the American Economic Association, or any of the funding agencies.
https://doi.org/10.5281/zenodo.5786464
oai:zenodo.org:5786464
eng
Zenodo
https://zenodo.org/communities/labordynamicsinstitute
https://doi.org/10.5281/zenodo.5786463
info:eu-repo/semantics/openAccess
Creative Commons Attribution Non Commercial 4.0 International
https://creativecommons.org/licenses/by-nc/4.0/legalcode
Banco de Portugal Workshop on Reproducibility of Scientific Results, Lisbon, Portugal, 15 December 2021
reproducibility
provenance
replicability
computation
docker
container
Overview of reproducibility and replicability in economics, with a side trip to provenance
info:eu-repo/semantics/lecture
oai:zenodo.org:1477107
2023-01-09T15:10:45Z
software
user-labordynamicsinstitute
Charles Simmer
Brandon Elam Barker
Ben Perry
Kyle Brumsted
Lars Vilhuber
2018-11-02
<p>Installation For server installation:</p>
<ul>
<li>ced2ar.war is the server binary</li>
<li>BaseX.war is the server database template</li>
<li>ced2ardata2ddi.war is an <em>optional</em> server binary for the ced2ardata2ddi service. ced2ardata2ddi.war files are located at <a href="https://github.com/ncrncornell/ced2ardata2ddi/releases">ced2ardata2ddi/releases</a>.</li>
<li>redeploy_ced2ar_v2.sh is a script used to backup some config files before <em>redeploying</em> ced2ar-web.war.</li>
</ul>
<p>For desktop installation, see previous release. New Features and Issues</p>
<p>New features and issues only come from github:</p>
<ul>
<li><strong><a href="https://github.com/ncrncornell/ced2ar/issues">GitHub</a></strong> - The <em>public</em> site where users of the system can post Issues.</li>
</ul>
<p>Jira has been phased out. This is the last release that will refer to JIRA.</p>
<ul>
<li><strong><a href="https://jira.cornell.edu/browse/CDR">JIRA</a></strong> - Phased out. The <em>restricted</em> site used by the <em>development team</em> to track work related to CED2AR development.</li>
</ul>
<p>New Features</p>
<p>The following high level features have been added in this release:</p>
<ul>
<li>
<p>CED2AR v2 has been Dockerized! You can now implement a standalone docker configuration. See: <a href="https://github.com/ncrncornell/ced2ar">README.md</a></p>
</li>
<li>
<p>A new page has been added to <em>generate PDF files</em> from codebooks. See: #46, <a href="https://github.com/ncrncornell/ced2ar/wiki/The-CED2AR-Configuration-Files">The CED2AR Configuration Files</a></p>
</li>
<li>
<p>More information on how to set up the various ways CED2AR can be configured has been added. See: #35, #36, <a href="https://github.com/ncrncornell/ced2ar/wiki/The-CED2AR-Configuration-Files">The CED2AR Configuration Files</a></p>
</li>
</ul>
<p>Resolved Issues</p>
<p>The following issues were fixed in this release. They are listed below.</p>
<p>github Issues</p>
<ul>
<li>#32 - Ability to edit stdyDscr/citation/titlStmt if necessary</li>
<li>#35 - Provide some example configuration files</li>
<li>#36 - Improve documentation of configuration properties</li>
<li>#42 - The wiki.ncrn server is missing the "official version" line and link.</li>
<li>#43 - ced2ar-web-beans.xml: Replace 2 hard coded property values with property names.</li>
<li>#46 - Zero byte pdf problem</li>
</ul>
<p>jira Issues New Feature</p>
<ul>
<li><a href="https://jira.cornell.edu/browse/CDR-230">CDR-230</a> - Develop docker-based approach for running V2
<ul>
<li><a href="https://jira.cornell.edu/browse/CDR-231">CDR-231</a> - Create BaseX container</li>
<li><a href="https://jira.cornell.edu/browse/CDR-245">CDR-245</a> - Create CED2AR container</li>
<li><a href="https://jira.cornell.edu/browse/CDR-246">CDR-246</a> - Create means of changing config</li>
<li><a href="https://jira.cornell.edu/browse/CDR-252">CDR-252</a> - Add ced2ardata2ddi service</li>
<li><a href="https://jira.cornell.edu/browse/CDR-251">CDR-251</a> - Volume mount data directories</li>
</ul>
</li>
</ul>
<p>Issue</p>
<ul>
<li><a href="https://jira.cornell.edu/browse/CDR-255">CDR-255</a> - Document API ingest/export feature for v2</li>
</ul>
https://doi.org/10.5281/zenodo.1477107
oai:zenodo.org:1477107
Zenodo
https://github.com/ncrncornell/ced2ar/tree/2.10.0
https://zenodo.org/communities/labordynamicsinstitute
https://doi.org/10.5281/zenodo.597000
info:eu-repo/semantics/openAccess
Other (Open)
ncrncornell/ced2ar: 2.10.0
info:eu-repo/semantics/other
oai:zenodo.org:495191
2023-01-09T15:10:47Z
software
user-labordynamicsinstitute
Brandon Elam Barker
Charles Simmer
Lars Vilhuber
Kyle Brumsted
Ben Perry
2017-04-05
<p>Installation</p>
<p><strong>Note:</strong> IF you are <em>upgrading</em> an existing installation of CED2AR AND you <em>back up and restore your config files</em> (like we do) THEN you need to add the contents of the patch files here to your existing config files. Instructions are at: Patches/v2.8.2.0</p>
<p>For server installation:</p>
<ul>
<li>ced2ar.war is the server binary</li>
<li>BaseX.war is the server database template</li>
</ul>
<p>For desktop installation:</p>
<ul>
<li>ced2ar.jar is the desktop binary</li>
<li>ced2ar.sh will run ced2ar.jar The following high level features have been added in this release:</li>
</ul>
<p>New Features and Issues</p>
<p>Currently, new features and issues come from two sites:</p>
<ul>
<li><strong>GitHub</strong> - The <em>public</em> site where <em>users</em> of the system can post Issues.</li>
<li><strong>JIRA</strong> - The <em>restricted</em> site used by the <em>development team</em> to track work related to CED2AR development.</li>
</ul>
<p>We try to cross reference a GitHub issue against a jira issue (CDR).</p>
<p>New Features</p>
<p>The following high level features have been added in this release:</p>
<ul>
<li>Browse by Study - Displays a list of Study Titles (stdyDscr/citation/titlStmt/titl). Clicking on a study title displays the codebook in a tabbed horizontal layout. The tabs are the DDI codebook complex types (Doc, Study, File, Data and Other Material). User Documentation #3 docDscr/citation/titlStmt/titl vs. stdyDscr/citation/titlStmt/titl enhancement [<a href='https://jira.cornell.edu/browse/CDR-157'>CDR-157</a>] - docDscr/citation/titlStmt/titl vs. stdyDscr/citation/titlStmt/titl [GitHub issue]</li>
</ul>
<ul>
<li>
<p>UI Navigation Customization - Can set the properties used to display/hide navigation tabs and the names of those tabs. (They are set using the /ced2ar-web/config page.)<br>
Administrator Documentation [<a href='https://jira.cornell.edu/browse/CDR-157'>CDR-157</a>] - docDscr/citation/titlStmt/titl vs. stdyDscr/citation/titlStmt/titl [GitHub issue]</p>
</li>
<li>
<p>Global Authentication Option Added - Setting accessMode to AdminOnly allows <em>only</em> users with the ROLE_ADMIN role to access the application. All others are prevented from accessing the pages. This is primarily used for codebook-development servers where crowd-sourced edits are curated and edited by administrators. Administrator Documentation [<a href='https://jira.cornell.edu/browse/CDR-189'>CDR-189</a>] - Enable global authentication option in web properties</p>
</li>
</ul>
<p>Resolved Issues</p>
<p>The following issues were fixed in this release. They are listed below.</p>
<p>github Issues</p>
<ul>
<li>
<p>#26 Possible to delete investigator?</p>
</li>
<li>
<p>#16 Variable edit mode: access levels question</p>
</li>
<li>
<p>#9 Uploads sometimes fail and produce bad error message: invalid XML bug</p>
</li>
<li>
<p>#8 can't see crowdsourced edits; official version unviewable bug question</p>
</li>
<li>
<p>#6 sha1sum bug</p>
</li>
<li>
<p>#3 docDscr/citation/titlStmt/titl vs. stdyDscr/citation/titlStmt/titl enhancement</p>
</li>
</ul>
<p>jira Issues</p>
<p><h3> Issue </h3></p>
<p><ul> <li>[<a href='https://jira.cornell.edu/browse/CDR-168'>CDR-168</a>] - Improve versioning automation </li> <li>[<a href='https://jira.cornell.edu/browse/CDR-180'>CDR-180</a>] - ERROR SimpleAsyncUncaughtExceptionHandler...ArrayIndexOutOfBoundsException in ced2ar.eapi.VersionControl</li> <li>[<a href='https://jira.cornell.edu/browse/CDR-183'>CDR-183</a>] - Configuration page is not updating</li> <li>[<a href='https://jira.cornell.edu/browse/CDR-194'>CDR-194</a>] - delete investigator [#26] </li> </ul></p>
<p><h3> New Feature </h3></p>
<p><ul> <li>[<a href='https://jira.cornell.edu/browse/CDR-157'>CDR-157</a>] - docDscr/citation/titlStmt/titl vs. stdyDscr/citation/titlStmt/titl [GitHub issue] [#3] </li> <li>[<a href='https://jira.cornell.edu/browse/CDR-189'>CDR-189</a>] - Enable global authentication option in web properties</li> </ul></p>
<p><h3> QA Fix </h3></p>
<p><ul> <li>[<a href='https://jira.cornell.edu/browse/CDR-181'>CDR-181</a>] - Version control is not commiting or pushing in v2</li> <li>[<a href='https://jira.cornell.edu/browse/CDR-191'>CDR-191</a>] - Enable generation of ced2ar.log</li> <li>[<a href='https://jira.cornell.edu/browse/CDR-193'>CDR-193</a>] - header image for wiki-census</li> </ul></p>
https://github.com/ncrncornell/ced2ar. This project is supported by NSF Grant #1131848 (NCRN).
https://doi.org/10.5281/zenodo.495191
oai:zenodo.org:495191
Zenodo
https://github.com/ncrncornell/ced2ar/tree/2.8.2.0
https://doi.org/10.5281/zenodo.494998
https://zenodo.org/communities/labordynamicsinstitute
https://doi.org/10.5281/zenodo.597000
info:eu-repo/semantics/openAccess
Creative Commons Attribution Non Commercial Share Alike 4.0 International
https://creativecommons.org/licenses/by-nc-sa/4.0/legalcode
DDI
Metadata
editor
CED²AR: 2.8.2.0
info:eu-repo/semantics/other
oai:zenodo.org:1345775
2020-01-24T19:25:12Z
openaire_data
user-labordynamicsinstitute
Schmutte, Ian M.
Abowd, John M.
2018-08-15
<p>Materials to supplement "<a href="https://www.aeaweb.org/articles?id=10.1257/aer.20170627">An Economic Analysis of Privacy Protection and Statistical Accuracy as Social Choices</a>" by John Abowd and Ian Schmutte.</p>
Supported by:
Alfred P. Sloan Foundation Grant G-2015-13903;
NSF Grants SES-1131848, BCS-0941226, TC-1012593;
EPSRC Grant no. EP/K032208/1
https://doi.org/10.5281/zenodo.1345775
oai:zenodo.org:1345775
Zenodo
https://doi.org/10.1257/aer.20170627
https://zenodo.org/communities/labordynamicsinstitute
https://doi.org/10.5281/zenodo.1208757
info:eu-repo/semantics/openAccess
Creative Commons Attribution Share Alike 4.0 International
https://creativecommons.org/licenses/by-sa/4.0/legalcode
American Economic Review, 109(1), 171-202, (2018-08-15)
Supplemental Materials to Accompany: Abowd and Schmutte "An Economic Analysis of Privacy Protection and Statistical Accuracy as Social Choices"
info:eu-repo/semantics/other
oai:zenodo.org:1453345
2023-01-09T15:11:32Z
software
user-labordynamicsinstitute
Lars Vilhuber
2018-10-09
<p>A scan of the data behind the Chetty (2012) figure.</p>
<p>New</p>
<p>This release adds code to read and graph the data (recasting the figure).</p>
<p>Source</p>
<p>Raj Chetty. 2012. "Time Trends in the Use of Administrative Data for Empirical Research." presented at the NBER Summer Institute. <a href="http://www.rajchetty.com/chettyfiles/admin_data_trends.pdf">http://www.rajchetty.com/chettyfiles/admin_data_trends.pdf</a>.</p>
https://doi.org/10.5281/zenodo.1453345
oai:zenodo.org:1453345
Zenodo
https://github.com/larsvilhuber/clone-chetty-use-admin-data/tree/20181009
http://www.rajchetty.com/chettyfiles/admin_data_trends.pdf
https://zenodo.org/communities/labordynamicsinstitute
https://doi.org/10.5281/zenodo.1453337
info:eu-repo/semantics/openAccess
Other (Open)
larsvilhuber/clone-chetty-use-admin-data: Data behind the Chetty (2012) figure on Time Trends in the Use of Administrative Data
info:eu-repo/semantics/other
oai:zenodo.org:3735521
2023-01-09T15:11:42Z
user-labordynamicsinstitute
Vilhuber, Lars
2020-03-31
<blockquote>
<p>ERRATUM: This version has the wrong files. Please see a later version!</p>
</blockquote>
The opinions expressed in this talk are solely the authors, and do not represent the views of the U.S. Census
Bureau, the American Economic Association, or any of the funding agencies.
https://doi.org/10.5281/zenodo.3735521
oai:zenodo.org:3735521
eng
Zenodo
https://github.com/labordynamicsinstitute/replicability-presentation-2020
https://zenodo.org/communities/labordynamicsinstitute
https://doi.org/10.5281/zenodo.3662906
info:eu-repo/semantics/restrictedAccess
Implementing Increased Transparency and Reproducibility in Economics
info:eu-repo/semantics/lecture
oai:zenodo.org:3951670
2023-01-09T15:11:21Z
openaire_data
user-labordynamicsinstitute
McKinney, Kevin M.
Green, Andrew
Vilhuber, Lars
Abowd, John M.
2020-07-19
<p>This archive contains supplementary materials for the published manuscript.</p>
<p>We report results from the first comprehensive total quality evaluation of five major indicators in the U.S. Census Bureau's Longitudinal Employer-Household Dynamics (LEHD) Program Quarterly Workforce Indicators (QWI): total flow-employment, beginning-of-quarter employment, full-quarter employment, average monthly earnings of full-quarter employees, and total quarterly payroll. Beginning-of-quarter employment is also the main tabulation variable in the LEHD Origin-Destination Employment Statistics (LODES) workplace reports as displayed in OnTheMap (OTM), including OnTheMap for Emergency Management. We account for errors due to coverage; record-level non-response; edit and imputation of item missing data; and statistical disclosure limitation. The analysis reveals that the five publication variables under study are estimated very accurately for tabulations involving at least 10 jobs. Tabulations involving three to nine jobs are a transition zone, where cells may be fit for use with caution. Tabulations involving one or two jobs, which are generally suppressed on fitness-for-use criteria in the QWI and synthesized in LODES, have substantial total variability but can still be used to estimate statistics for untabulated aggregates as long as the job count in the aggregate is more than 10.</p>
The work was supported by the U.S. Census Bureau and by the National Science Foundation [Grants SES-0922005, BCS 0941226, TC-1012593, and SES-1131848 to Abowd and Vilhuber]. This research uses data from the U.S. Census Bureau's Longitudinal Employer-Household Dynamics Program, which was partially supported by the National Science Foundation [Grants SES-9978093, SES-0339191 and ITR-0427889]; by the National Institute on Aging [Grant AG018854]; and by grants from the Alfred P. Sloan Foundation. Any opinions and conclusions expressed herein are those of the authors and do not represent the views of the U.S. Census Bureau. All results have been reviewed and released by the Disclosure Review Board with approval numbers CBDRB-FY19-CED002-B0017 and CBDRB-FY20-CED002-B0001.
https://doi.org/10.5281/zenodo.3951670
oai:zenodo.org:3951670
Zenodo
https://ideas.repec.org/p/cen/wpaper/17-71.html
https://doi.org/10.3886/E100590V1
https://arxiv.org/abs/2007.13275
https://doi.org/10.1093/jssam/smaa029
https://zenodo.org/communities/labordynamicsinstitute
https://doi.org/10.5281/zenodo.3950352
info:eu-repo/semantics/openAccess
Creative Commons Attribution 4.0 International
https://creativecommons.org/licenses/by/4.0/legalcode
Journal of Survey Statistics and Methodology, (2020-07-19)
Multiple imputation
Total quality measures
Employment statistics
Earnings statistics
Total survey error
Input noise infusion
statistical disclosure limitation
Online Supplemental Materials for: "Total Error and Variability Measures for the Quarterly Workforce Indicators and LEHD Origin Destination Employment Statistics in OnTheMap"
info:eu-repo/semantics/other
oai:zenodo.org:6527353
2023-01-09T15:11:36Z
openaire
user-labordynamicsinstitute
Vilhuber, Lars
2022-05-07
<p>Presentation at SOLE 2022.</p>
https://doi.org/10.5281/zenodo.6527353
oai:zenodo.org:6527353
eng
Zenodo
https://vod.video.cornell.edu/media/SOLE+2022A+Challenges+in+Reproducibility+and+Replicability+in+Labor+Economics/1_x5ekccus
https://docs.google.com/presentation/d/13Pp_y0gbSyJTWONtLBG0TfxJnScIoPHq7KWQcvI-5Qg/edit?usp=sharing
https://zenodo.org/communities/labordynamicsinstitute
https://doi.org/10.5281/zenodo.6527352
info:eu-repo/semantics/openAccess
Creative Commons Attribution Non Commercial 4.0 International
https://creativecommons.org/licenses/by-nc/4.0/legalcode
SOLE2022, Society of Labor Economists Annual Meeting, Minneapolis, MN, 6-7 May 2022
reproducibility
replicability
economics
Challenges in Reproducibility and Replicability in Labor Economics
info:eu-repo/semantics/lecture
oai:zenodo.org:3966534
2023-01-09T15:10:33Z
openaire_data
user-covid-19
user-labordynamicsinstitute
Lange, Fabian
Vilhuber, Lars
Gordon, Nicholas
2020-07-30
<p>Data from a survey of consumer expectations</p>
<p>From April 24, 2020, through June 22, 2020, Fabian Lange and Lars Vilhuber conducted the survey "Uncertainty in COVID-19 times". The survey is a single-question survey focusing on people's anticipation about social distancing rules and firm closures during the 2020 COVID-19 health crisis.</p>
We acknowledge generous funding by Lange's Canada Research Chair in Labour and Personnel Economics, and by the Cornell Atkinson Center for Sustainability under its "Rapid Response Fund" program.
https://doi.org/10.5281/zenodo.3966534
oai:zenodo.org:3966534
Zenodo
https://github.com/labordynamicsinstitute/covid19-expectations-data/tree/v20200622-clean
https://zenodo.org/communities/covid-19
https://zenodo.org/communities/labordynamicsinstitute
https://doi.org/10.5281/zenodo.3966532
info:eu-repo/semantics/openAccess
Creative Commons Attribution 4.0 International
https://creativecommons.org/licenses/by/4.0/legalcode
Uncertainty in times of COVID-19: Raw survey data
info:eu-repo/semantics/other
oai:zenodo.org:3966533
2023-01-09T15:10:39Z
software
user-covid-19
user-labordynamicsinstitute
Lars Vilhuber
nick-gordon
2020-07-30
<p>Data from a survey of consumer expectations</p>
<p>From April 24, 2020, through June 22, 2020, Fabian Lange and Lars Vilhuber conducted the survey "Uncertainty in COVID-19 times". The survey is a single-question survey focusing on people's anticipation about social distancing rules and firm closures during the 2020 COVID-19 health crisis.</p>
https://doi.org/10.5281/zenodo.3966533
oai:zenodo.org:3966533
Zenodo
https://github.com/labordynamicsinstitute/covid19-expectations-data/tree/v20200622
https://zenodo.org/communities/covid-19
https://zenodo.org/communities/labordynamicsinstitute
https://doi.org/10.5281/zenodo.3966532
info:eu-repo/semantics/openAccess
Other (Open)
labordynamicsinstitute/covid19-expectations-data: Uncertainty in times of COVID-19: Raw survey data
info:eu-repo/semantics/other
oai:zenodo.org:2527908
2023-01-09T15:11:38Z
openaire_data
user-labordynamicsinstitute
Lars Vilhuber
2015-11-26
<p>Codebook for NBER-CES Manufacturing Industry Database (2009) [NAICS and SIC], by Randy A. Becker , Wayne B. Gray , Jordan Marvakov , and Eric J. Bartelsman</p>
<p>Main website: <a href="https://www.nber.org/data/nberces5809.html">https://www.nber.org/data/nberces5809.html</a> (note: a newer version is available at <a href="http://www.nber.org/data/nberces.html">http://www.nber.org/data/nberces.html</a> - this codebook does not necessarily reflect the more recent version.)</p>
<p>Live version of the DDI codebook at <a href="https://www2.ncrn.cornell.edu/ced2ar-web/codebooks/nber-ces/">https://www2.ncrn.cornell.edu/ced2ar-web/codebooks/nber-ces/</a></p>
https://doi.org/10.5281/zenodo.2527908
oai:zenodo.org:2527908
Zenodo
https://github.com/ncrncornell/ced2ar-nber-ces-codebook/tree/v2015-11-26
https://www2.ncrn.cornell.edu/ced2ar-web/codebooks/nber-ces/
https://zenodo.org/communities/labordynamicsinstitute
https://doi.org/10.5281/zenodo.2527907
info:eu-repo/semantics/openAccess
Creative Commons Attribution 4.0 International
https://creativecommons.org/licenses/by/4.0/legalcode
ncrncornell/ced2ar-nber-ces-codebook: Codebook for NBER-CES Manufacturing Industry Database
info:eu-repo/semantics/other
.eJyNjt1ugjAARt-l12wRKv6QeKERqkSIGbaF3phCq2OtYKAE1Pjuc8mul33XJ985D9BKKYA3ep9BCGeOO53MpvZkPLUtcOVnCTzHAqrnzbkF3uMFG-CBrpXNm-Z53YhbxS9l0ZZVa0rTGQkscJGGC274vpGncnjhNS-PogBPC7RFU2t9LF9CECDdZc5gM0ROmTPvBCJjEcxtQbVaV4HN0tAl6FPnimmB4no5sA6n6h5dYpjpLSRQ39ORcAufxFSL1fJnLTZp5NPDV9QfNowmJEwwsjuKh32ugx3HwmUDI6wKk3xTOziI_cPdvzFF1hz5A02vvz99NtpGtFAhSZBRnIiEqwIWwYrKVDcfjtmJf_fgv3v6xQI8vwHQc4Jy.Zga_ug.pLYgSzKxNqQPzeAkkXGEZiPkcJI