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Updated: Feb 11, 2026

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An R-Based Landscape Validation of a Competing Risk Model
Published on: September 16, 2022
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Cohort Differences in the Cumulative Risk of Criminalization in Texas.
1Department of Sociology, University of Alberta, Edmonton, Alberta, Canada.
Demography
|February 10, 2026
Summary
Criminal legal system contact, including arrests and convictions, is far more common than imprisonment, disproportionately affecting minority women. This widespread subfelony criminalization exacerbates inequality.
Area of Science:
- Criminology
- Sociology
- Public Health
Background:
- Estimating cumulative risk of imprisonment is key to understanding US incarceration trends and inequality.
- Data limitations hinder documentation of criminal legal contact below the level of imprisonment.
- Few studies assess risks beyond Black and White men, limiting understanding of broader population impacts.
Purpose of the Study:
- To estimate the prevalence of subfelony and felony criminal legal system contact (arrest, prosecution, conviction, incarceration).
- To analyze these risks across racial/ethnic groups (Black, White, Hispanic) and genders.
- To examine trends across five birth cohorts (1971-1995) using Texas administrative data.
Main Methods:
- Utilized over 25 years of administrative criminal record data from Texas.
- Calculated cumulative risks for various criminal legal events.
- Analyzed data for five birth cohorts spanning 1971 to 1995, encompassing Black, White, and Hispanic men and women.
Main Results:
- Subfelony contact (arrests, etc.) is 3-18 times more prevalent than felony conviction and incarceration.
- Subfelony criminalization is more widely distributed across the population than felony events.
- While felony risks decreased for some, subfelony criminalization remains high and increasingly unequal, particularly impacting Black women (e.g., 22% arrested by age 24 vs. <3% imprisoned).
Conclusions:
- Subfelony criminalization represents a pervasive and unequal facet of the criminal legal system.
- The high prevalence and unequal distribution of subfelony contact have significant implications for understanding 21st-century inequality.
- Findings underscore the need to address broader criminal legal system involvement, not just incarceration, to combat inequality.
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