Gerrymandering and Compactness: Implementation Flexibility and Abuse. (16th October 2021)

• Record Type: Journal Article
• Authors: Barnes, Richard; Solomon, Justin
• Is Part Of: Political analysis. Volume 29:Number 4(2021)
• Page Start: 448
• Page End: 466
• Publication Date: 2021-10-16
• Subjects: spatial analysis -- geographic information systems -- numerical methods; Political science -- Methodology -- Periodicals; Electronic journals; 320.011
• DOI: 10.1017/pan.2020.36
• Languages: English
• ISSNs: 1047-1987

Abstract

Abstract: Political districts may be drawn to favor one group or political party over another, or gerrymandered . A number of measurements have been suggested as ways to detect and prevent such behavior. These measures give concrete axes along which districts and districting plans can be compared. However, measurement values are affected by both noise and the compounding effects of seemingly innocuous implementation decisions. Such issues will arise for any measure. As a case study demonstrating the effect, we show that commonly used measures of geometric compactness for district boundaries are affected by several factors irrelevant to fairness or compliance with civil rights law. We further show that an adversary could manipulate measurements to affect the assessment of a given plan. This instability complicates using these measurements as legislative or judicial standards to counteract unfair redistricting practices. This paper accompanies the release of packages in C++, Python, and R that correctly, efficiently, and reproducibly calculate a variety of compactness scores.