Evidence map›Paper›PMID 25687243›Full record

ArticleSocial science & medicine (1982)2015

The role of neighborhood characteristics in racial/ethnic disparities in type 2 diabetes: results from the Boston Area Community Health (BACH) Survey.

Rebecca S Piccolo, Dustin T Duncan, Neil Pearce, John B McKinlay

Abstract read
In one paragraph

Article in Social science & medicine (1982), 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 42 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
42citing papers in PubMed, 2 pooled it
–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

42 citing papers in PubMed, 2 syntheses or guidelines pooled it.

  1. Pooled it
  2. Environmental Risk Factors for Developing Type 2 Diabetes Mellitus: A Systematic Review.International journal of environmental research and public health · 2018
    Pooled it
  3. Article
  4. Article
  5. Article
  6. Article
  7. Article
  8. Assessing Measurement Invariance in Neighborhood Socioeconomic Environment Across Levels of Urbanicity.Journal of urban health : bulletin of the New York Academy of Medicine · 2025
    Article
  9. Factors Associated with Progression to Type 2 Diabetes among Women with Gestational Diabetes.Journal of urban health : bulletin of the New York Academy of Medicine · 2025
    Article
  10. Article
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  12. Article
  13. Review
  14. Article
  15. Article
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  18. Census Tract Demographics Associated with Libraries' Social, Economic, and Health-Related Programming.International journal of environmental research and public health · 2022
    Article
  19. Article
  20. Review
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

4 authors.

Rebecca S PiccoloNew England Research Institutes, Inc., USA. Electronic address: rpiccolo@neriscience.com.
Dustin T DuncanDepartment of Population Health, New York University School of Medicine, USA.
Neil PearceLondon School of Hygiene and Tropical Medicine, UK.
John B McKinlayNew England Research Institutes, Inc., USA.

Funding

Upstream Contributors to Downstream Disparities in Type 2 Diabetes - A Multi-LeveR01DK080786 · NIDDK · NEW ENGLAND RESEARCH INSTITUTES, INC. · PI MCKINLAY, JOHN B · 2009 to 2013
$3.3M
NIDDK NIH HHS DK080786NIDDK NIH HHS R01 DK080786
6 · The paper itself

Abstract

Racial/ethnic disparities in the prevalence of type 2 diabetes mellitus (T2DM) are well documented and until recently, research has focused almost exclusively on individual-based determinants as potential contributors to these disparities (health behaviors, biological/genetic factors, and individual-level socio-demographics). Research on the role of neighborhood characteristics in relation to racial/ethnic disparities in T2DM is very limited. Therefore, the aim of this research is to identify and estimate the contribution of specific aspects of neighborhoods that may be associated with racial/ethnic disparities in T2DM. Data from the Boston Area Community Health III Survey (N = 2764) was used in this study, which is a community-based random-sample survey of adults in Boston, Massachusetts from three racial/ethnic groups (Black, Hispanic, and White). We applied two-level random intercepts logistic regression to assess the associations between race/ethnicity, neighborhood characteristics (census tract socioeconomic status, racial composition, property and violent crime, open space, geographic proximity to grocery stores, convenience stores, and fast food, and neighborhood disorder) and prevalent T2DM (fasting glucose > 125 mg/dL, HbA1c ≥ 6.5%, or self-report of a T2DM diagnosis). Black and Hispanic participants had 2.89 times and 1.48 times the odds of T2DM as White participants, respectively. Multilevel models indicated a significant between-neighborhood variance estimate of 0.943, providing evidence of neighborhood variation. Individual demographics (race/ethnicity, age and gender) explained 22.3% of the neighborhood variability in T2DM. The addition of neighborhood-level variables to the model had very little effect on the magnitude of the racial/ethnic disparities and on the between-neighborhood variability. For example, census tract poverty explained less than 1% and 6% of the excess odds of T2DM among Blacks and Hispanics and only 1.8% of the neighborhood variance in T2DM. While the findings of this study overall suggest that neighborhood factors are not a major contributor to racial/ethnic disparities in T2DM, further research is needed including data from other geographic locations.

Indexed as

Health Status DisparitiesAdultAgedAged, 80 and overAge FactorsBlack or African AmericanBostonCrimeDiabetes Mellitus, Type 2EnvironmentEthnicityFemaleHealth BehaviorHealth SurveysHispanic or LatinoHumansBoston MassachusettsContextual researchDisparitiesLocal environmentMultilevel modelingNeighborhood researchRace/ethnicityType 2 diabetes

Identifiers

PMID25687243
PMCPMC4735876

What OpenQuestion holds

Textmetadata
LicenceTDM
Read underepoch 390

Registered trials

None linked

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.