ArticleAnnual review of sociology2022
Measuring Ethnic Diversity.
Article in Annual review of sociology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers, 1 of them a synthesis that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
8 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Recruitment and Retention Strategies for Historically Marginalized Populations in Colorectal Cancer Trials: A Cross-Sectional Analysis Using Systematic Review Methods.Journal of gastrointestinal cancer · 2024Pooled it
- Influence of Ethnic Diversity on Service Delivery Outcomes in Kenyan Public Healthcare.Health science reports · 2026Article
- Examining Recruitment and Retention Strategies for Underserved Populations in Thyroid Cancer Clinical Trials: A Cross-Sectional Analysis.Laryngoscope investigative otolaryngology · 2026Article
- Single-cell transcriptomics of X-ray irradiatedeLife · 2026Article
- Social Network Characteristics and Their Relations to Speech Recognition and Quality of Life in Adult Cochlear Implant Users.American journal of speech-language pathology · 2026Article
- Racial and Ethnic Representation Among Complementary and Integrative Health Program Graduates.Journal of integrative and complementary medicine · 2025Article
- Uneven Growth and Unexpected Drivers of Ethnoracial Diversity across Nonmetropolitan and Metropolitan America.Rural sociology · 2024Article
- Racial Diversity and Segregation: Comparing Principal Cities, Inner-Ring Suburbs, Outlying Suburbs, and the Suburban Fringe.The Russell Sage Foundation journal of the social sciences : RSF · 2023Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors.
Funding
Abstract
Researchers have investigated the effects of ethnic heterogeneity on a range of socioeconomic and political outcomes. However, approaches to measuring ethnic diversity vary not only across fields of study but even within subfields. In this review, we systematically dissect the computational approaches of prominent measures of diversity, including polarization, and discuss where and how differences emerge in their relationships with outcomes of interest to sociologists (social capital and trust, economic growth and redistribution, conflict, and crime). There are substantial similarities across computations, which are often generalizations or specializations of one another. Differences in how racial and ethnic groupings are constructed and in level of geographic analysis explain many divergences in empirical findings. We conclude by summarizing the type of measurement technique preferred by outcome, when relevant, and provide considerations for future researchers contemplating how best to operationalize diversity. Finally, we highlight two less widely used yet promising measures of diversity.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.