The Paradox of Progress: Crime Against Women Amid Spatial Variations in Economic Development and Literacy

ABSTRACT This study analyses district‐level variation in recorded Crimes Against Women (CAW) in Rajasthan, India, modeling 5‐year averaged CAW as a function of per capita net district domestic product (PCNDDP) and literacy rate (LR). Ordinary least squares baseline and full models, controlling for total population, sex ratio, female workforce participation, and urban share, found that PCNDDP and LR were positively associated with recorded CAW, and these associations persisted after adjustment (Adjusted R 2 ≈ 0.89, p < 0.001). Interpreted within feminist political economy, modernization, relative deprivation, and reporting‐bias perspectives, the results suggest that development reshapes both the conditions of gendered violence and the institutional processes through which it is recorded. Economic and educational expansion enhances reporting capacity and institutional visibility, while simultaneous structural transformations and status‐based backlash mechanisms may also sustain or intensify substantive forms of violence. Therefore, policy responses should align economic and educational progress with accountable institutions, accessible reporting and victim support, and spatially targeted prevention to ensure that higher visibility translates into genuine improvements in women safety.

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Publication Details

Journal
Sociology Compass
Published
2026-05-01
DOI
https://doi.org/10.1111/soc4.70199
Primary Topic
Intimate Partner and Family Violence
Type
article
Field-Weighted Citation Impact
0.00

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article

The Paradox of Progress: Crime Against Women Amid Spatial Variations in Economic Development and Literacy

Monika Kannan, Ajay Nehra
Sociology Compass
Intimate Partner and Family Violence
article

The Paradox of Progress: Crime Against Women Amid Spatial Variations in Economic Development and Literacy

Monika Kannan, Ajay Nehra
article en

Abstract

ABSTRACT This study analyses district‐level variation in recorded Crimes Against Women (CAW) in Rajasthan, India, modeling 5‐year averaged CAW as a function of per capita net district domestic product (PCNDDP) and literacy rate (LR). Ordinary least squares baseline and full models, controlling for total population, sex ratio, female workforce participation, and urban share, found that PCNDDP and LR were positively associated with recorded CAW, and these associations persisted after adjustment (Adjusted R 2 ≈ 0.89, p < 0.001). Interpreted within feminist political economy, modernization, relative deprivation, and reporting‐bias perspectives, the results suggest that development reshapes both the conditions of gendered violence and the institutional processes through which it is recorded. Economic and educational expansion enhances reporting capacity and institutional visibility, while simultaneous structural transformations and status‐based backlash mechanisms may also sustain or intensify substantive forms of violence. Therefore, policy responses should align economic and educational progress with accountable institutions, accessible reporting and victim support, and spatially targeted prevention to ensure that higher visibility translates into genuine improvements in women safety.

Sociology CompassVol. 20(5)
Autonomous Healthcare (US), Maharshi Dayanand Saraswati University (IN)
University Grants Commission
Quality Education
Openalex Percentile: Top 5%
Intimate Partner and Family Violence
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The Paradox of Progress: Crime Against Women Amid Spatial Variations in Economic Development and Literacy — Monika Kannan, Ajay Nehra · Sociology Compass (2026) | TGRS Research Map | TGRS