Dataset Open Access

Author Gender Representation at Audio Engineering Conferences - An Anonymised Dataset

Kat Young; Michael Lovedee-Turner; Jude Brereton; Helena Daffern


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    "description": "<p>This repository contains the author gender dataset (as a comma-delimited .csv file) associated with the paper entitled&nbsp;&#39;The Impact of Gender on Conference Authorship in Audio Engineering: Analysis Using a New Data Collection Method&#39;, published in the IEEE Transactions Special Issue on Increasing the Socio-Cultural Diversity of Electrical and Computer Engineering and Related Fields. Available at: <a href=\"http://dx.doi.org/10.1109/TE.2018.2814613\">dx.doi.org/10.1109/TE.2018.2814613</a>. Please cite both the paper and&nbsp;dataset if used. Visualisation is available at: <a href=\"http://tibbakoi.github.io/aesgender\">http://tibbakoi.github.io/aesgender</a>.</p>\n\n<p>---</p>\n\n<p>The dataset was produced using a novel method which used self-identified pronouns, therefore allowing for as many groups as necessary to describe the population.</p>\n\n<ol>\n\t<li>A list of authors was generated from conference proceedings.</li>\n\t<li>An email was sent to each author to acquire their pronoun.</li>\n\t<li>If no email was available/no response was received, a pronoun was acquired from a biography.</li>\n\t<li>If no biography was available, a pronoun was inferred from traditional gender markers and gender presentation.</li>\n\t<li>If no gender marker/photograph was available, the entry was labelled as &#39;Information Unavailable&#39;. For brevity, the label &#39;Unknown&#39; is used in the paper.</li>\n</ol>\n\n<p>---</p>\n\n<p>The columns in the dataset are as follows:</p>\n\n<ol>\n\t<li>ID: unique identifier of entry</li>\n\t<li>Pronoun: pronoun of entry</li>\n\t<li>Position (abs): numerical absolute position within author list for entry</li>\n\t<li>Position (relative): relative position within author list for entry (either First, Last, or Middle)</li>\n\t<li>Single/multi-author: whether the publication for that entry has a single author or has multiple authors (single author publications are excluded from author position analysis)</li>\n\t<li>Conference: Full conference name of entry</li>\n\t<li>Topic: Topic of conference of entry, taken from conference name</li>\n\t<li>Year: Year of conference of entry</li>\n\t<li>Type: Type of publication for that entry as listed on the online conference proceedings</li>\n\t<li>Grouped Type: Grouping of publication types for that entry for easier analysis due to inconsistencies in online conference proceedings (groups are: workshop, poster, paper, panel, keynote, invited speaker, invited paper, demo)</li>\n\t<li>Inc. for author pos?: True/False as to whether to include the entry for analysis over author position (included types are: paper, invited paper, poster (all with multiple authors) as these have meaningful author orders)</li>\n\t<li>Inc. for single/multi-author?: True/False as to whether to include the entry for analysis over single/multi author (includes types are: paper, invited paper, poster as these have meaningful author orders)</li>\n\t<li>Invited paper status: Grouping of the types to allow statistical analysis over invited vs non-invited types (invited types are: invited speaker, invited paper, keynote, panel. Non-invited types are: poster, paper, demo, workshop)</li>\n</ol>\n\n<p>NB:&nbsp;Some grouping of the data is required as online conference proceedings are not always consistent (Column 10).&nbsp;Some labelling of the data is required to determine which entries to include in certain types of analysis (Columns 11-13).</p>\n\n<p>---</p>\n\n<p>This dataset is distributed in the hopes that it will prove useful under the Creative Commons Attribution 4.0, with no warranty; or the implied warranty of merchantability or fitness for a particular problem.</p>\n\n<p>---</p>\n\n<p>Dataset curated by: Kat Young and Michael Lovedee-Turner at the Audio Lab, Dept. of Electronic Engineering, University of York.<br>\nContact: kaey500@york.ac.uk, mjlt500@york.ac.uk</p>", 
    "contributors": [
      {
        "orcid": "0000-0002-6931-2534", 
        "affiliation": "University of York", 
        "type": "ContactPerson", 
        "name": "Kat Young"
      }, 
      {
        "orcid": "0000-0001-6898-1894", 
        "affiliation": "University of York", 
        "type": "ContactPerson", 
        "name": "Michael Lovedee-Turner"
      }, 
      {
        "orcid": "0000-0002-0643-0875", 
        "affiliation": "University of York", 
        "type": "DataCollector", 
        "name": "Jude Brereton"
      }, 
      {
        "orcid": "0000-0001-5838-0120", 
        "affiliation": "University of York", 
        "type": "DataCollector", 
        "name": "Helena Daffern"
      }, 
      {
        "orcid": "0000-0003-2044-0313", 
        "affiliation": "University of York", 
        "type": "DataCollector", 
        "name": "Lauren Tomasello"
      }, 
      {
        "orcid": "0000-0002-0692-236X", 
        "affiliation": "University of York", 
        "type": "DataCollector", 
        "name": "Gavin Kearney"
      }, 
      {
        "affiliation": "University of York", 
        "type": "DataCollector", 
        "name": "Rebecca Vos"
      }, 
      {
        "orcid": "0000-0002-8600-121X", 
        "affiliation": "University of York", 
        "type": "DataCollector", 
        "name": "Amelia Gully"
      }
    ], 
    "title": "Author Gender Representation at Audio Engineering Conferences - An Anonymised Dataset", 
    "language": "eng", 
    "journal": {
      "issue": "Special Issue on Increasing the Socio-Cultural Diversity of Electrical and Computer Engineering and Related Fields", 
      "title": "IEEE Transactions on Education"
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    "keywords": [
      "Audio Engineering", 
      "Bias", 
      "Conferences", 
      "Discrimination", 
      "Engineering Pipeline", 
      "Gender", 
      "STEM", 
      "Underrepresentation"
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    "publication_date": "2018-03-29", 
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        "affiliation": "University of York", 
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        "affiliation": "University of York", 
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        "affiliation": "University of York", 
        "name": "Helena Daffern"
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