Published April 27, 2026 | Version v1
Other Open

"People can change, and patterns can be broken": Contextualizing Tradeoffs in Automated Decision-Making Systems

Authors/Creators

Description

This repository contains the survey, codebook, and Python scripts used to generate the survey questions for "'People can change, and patterns can be broken': Contextualizing Tradeoffs in Automated Decision-Making Systems". 

 

The files labeled fairness_[scenario].pdf and security_[scenario].pdf contain the survey questions for each of the eight different branches of the survey. 

 

# Survey Generation Scripts

This repository contains scripts to generate survey questionnaires for different tradeoff scenarios.

## Overview

There are two main scripts:

- `survey_fairness.py`  
  Generates survey questions for the four tradeoffs related to **fairness**.

- `survey_security.py`  
  Generates survey questions for the four tradeoffs related to **security**.

---

## Usage

### Fairness Survey

To generate a fairness-related survey:

```bash
python survey_fairness.py --[scenario]

### Security Survey

To generate a fairness-related survey:

```bash
python survey_security.py --[scenario]

## Available Scenario
The following scenarios can be used with both scripts:
- insurance
- jobs
- mortgage
- prison

Examples: 
python survey_fairness.py --insurance 
python survey_security.py --jobs

 

Files

codebook_contextualizing_tradeoffs.pdf

Files (1.3 MB)

Name Size Download all
md5:2fc38230f388fd47d75c8cac8294ed74
150.8 kB Preview Download
md5:cd39cbbc60f941df1d5c4a84e7933a0a
139.4 kB Preview Download
md5:b573867cd1eea418afa09ba01ec1c744
140.1 kB Preview Download
md5:7b7d1d8290a29b7fe4129e446ded271b
140.5 kB Preview Download
md5:b0629667083c9a8e7fb4f9dd56428985
140.6 kB Preview Download
md5:3f539a72309ece70027e74aa214c1500
813 Bytes Preview Download
md5:1ad5a576ebdc2845a00aa44bce40adac
139.2 kB Preview Download
md5:2868b86389a8bd236cce96b8b8babe2d
140.2 kB Preview Download
md5:d86f429de891e743f40ae22663358f07
140.5 kB Preview Download
md5:50210726793e87f4c448897dc56b7b86
140.7 kB Preview Download
md5:13292b52049cfc9e61fa7e9880459726
16.7 kB Download
md5:f9a87e3544cab68c8a106110708a3ba5
17.1 kB Download