Evidence map›Paper›PMID 41322072›Full record

ArticleJournal of social mathematical & human engineering sciences2025

Place-Based Diminished Returns of Economic Resources in Rural America: A Framework for Understanding Geography-Conditioned Inequality.

Shervin Assari, John Ashley Pallera, Babak Najand, Mojgan Azadi, Hossein Zare

Abstract read
In one paragraph

Article in Journal of social mathematical & human engineering sciences, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from 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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors.

Shervin AssariDepartment of Psychiatry, Charles R. Drew University of Medicine and Science, Los Angeles, CA, United States.
John Ashley PalleraMarginalization-Related Diminished Returns (MDRs) Center, Los Angeles, CA, United States.
Babak NajandMarginalization-Related Diminished Returns (MDRs) Center, Los Angeles, CA, United States.
Mojgan AzadiMontgomery College, Montgomery County, Rockville, MD, USA.
Hossein ZareDepartment of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, United States.

Funding

Why Place MattersU54MD000214 · NIMHD · JOHNS HOPKINS UNIVERSITY · PI THORPE, ROLAND J. · 2017 to 2022
$8.8M
The Next Generation Substance Abuse Research Training at Charles R. Drew University (CDU) and UCLA (NGSART-CU)R25DA050723 · NIDA · CHARLES R. DREW UNIVERSITY OF MED & SCI · PI FRIEDMAN, THEODORE C · 2020 to 2024
$1.4M
NIDA NIH HHS R25 DA050723NIMHD NIH HHS U54 MD000214
6 · The paper itself

Abstract

Background: Socioeconomic status (SES) is widely associated with improved health, behavioral, and educational outcomes. However, emerging research suggests that these benefits are not uniformly experienced across populations or contexts. The theory of Marginalization-related Diminished Returns (MDRs) has primarily focused on racial and ethnic disparities, showing that individuals from racially marginalized groups often experience weaker protective effects of SES. There is a lack of evidence on geography-particularly rural residence-as a moderator of SES effects. Objective: This review explores how place, especially rural contexts in the U.S., shapes the extent to which SES translates into improved outcomes. We extend the MDRs framework to include place-based and geography-based marginalization, arguing that even among non-Hispanic White populations, rural residence can lead to diminished returns on education, income, and other forms of capital. Content: Drawing on theoretical models such as Fundamental Cause Theory and Bronfenbrenner's Ecological Systems Theory, and synthesizing empirical findings from studies of academic achievement, substance use, and educational aspirations, this review highlights how structural disadvantages in rural areas weaken the effectiveness of individual and family-level resources. Conclusion: Rural health and educational disparities are not solely due to a lack of resources but may also reflect systemic conditions that erode the value of existing resources. Policy interventions must be place-aware and address the contextual constraints that limit opportunity. Future research should more explicitly test how geography moderates the effects of SES across a range of outcomes and populations.

Indexed as

Contextual ModeratorsDiminished ReturnsEducationGeographic ContextHealth EquityMDRsParental EducationPlace-Based InequalityRural AmericaRural Health DisparitiesSocial Determinants of HealthSocioeconomic StatusSpatial DisadvantageStructural Inequality

Identifiers

PMID41322072
PMCPMC12662755

What OpenQuestion holds

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Registered trials

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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.