Evidence map›Paper›PMID 27131930›Full record

ArticleThe lancet. Diabetes & endocrinology2016

Long-term effects of neighbourhood deprivation on diabetes risk: quasi-experimental evidence from a refugee dispersal policy in Sweden.

Justin S White, Rita Hamad, Xinjun Li, Sanjay Basu, Henrik Ohlsson, Jan Sundquist, Kristina Sundquist

Open access · greenAbstract read
In one paragraph

Article in The lancet. Diabetes & endocrinology, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 64 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
64citing papers in PubMed, 1 pooled it
10.8field-weighted citation impact, top 2% of its field
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

64 citing papers in PubMed, 1 synthesis or guideline pooled it, 129 citations in OpenAlex.

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4 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

7 authors at 3 institutions in 2 countries.

Justin S WhitePhilip R Lee Institute for Health Policy Studies, School of Medicine, University of California, San Francisco, CA, USA. Electronic address: Justin.White@ucsf.edu.
Rita HamadDepartment of Medicine, Stanford University School of Medicine, Stanford, CA, USA.
Xinjun LiCentre for Primary Health Care Research, Lund University/Region Skåne, Malmö University Hospital, Malmö, Sweden.
Sanjay BasuDepartment of Medicine, Stanford University School of Medicine, Stanford, CA, USA.
Henrik OhlssonCentre for Primary Health Care Research, Lund University/Region Skåne, Malmö University Hospital, Malmö, Sweden.
Jan SundquistCentre for Primary Health Care Research, Lund University/Region Skåne, Malmö University Hospital, Malmö, Sweden.
Kristina SundquistCentre for Primary Health Care Research, Lund University/Region Skåne, Malmö University Hospital, Malmö, Sweden.
Lund University · SEStanford University · USUniversity of California, San Francisco · US

Funding

Spectrum Stanford Center for clinical and Translational Research and EducationUL1TR001085 · NCATS · STANFORD UNIVERSITY · PI CULLEN, MARK RICHARD, GREENBERG, HARRY BERNARD · 2013 to 2017
$37.1M
CARDIOVASCULAR DISEASE PREVENTION TRAINING PROGRAMT32HL007034 · NHLBI · STANFORD UNIVERSITY · PI GARDNER, CHRISTOPHER D · 1985 to 2020
$8.7M
Spectrum Stanford Center for clinical and Translational Research and EducationKL2TR001083 · NCATS · STANFORD UNIVERSITY · PI CULLEN, MARK RICHARD, GREENBERG, HARRY BERNARD · 2013 to 2017
$4.9M
Cohort filtering models to identify social program effects on health disparitiesDP2MD010478 · NIMHD · STANFORD UNIVERSITY · PI BASU, SANJAY · 2015 to 2015
$2.4M
Neighborhoods and Coronary Disease: Exploring Mechanisms and Improving MethodsR01HL116381 · NHLBI · LUNDS UNIVERSITET · PI SUNDQUIST, KRISTINA · 2014 to 2017
$1.9M
Studying social factors in sodium consumption to reduce hypertension disparitiesK08HL121056 · NHLBI · STANFORD UNIVERSITY · PI BASU, SANJAY · 2014 to 2017
$599k
NCATS NIH HHS KL2 TR001083NCATS NIH HHS UL1 TR001085NHLBI NIH HHS K08 HL121056NHLBI NIH HHS R01 HL116381NHLBI NIH HHS T32 HL007034NIMHD NIH HHS DP2 MD010478
6 · The paper itself

Abstract

backgroundAlthough studies have shown associations between neighbourhood quality and chronic disease outcomes, such associations are potentially confounded by the selection of different types of people into different neighbourhood environments. We sought to identify the causal effects of neighbourhood deprivation on type 2 diabetes risk, by comparing refugees in Sweden who were actively dispersed by government policy to low-deprivation, moderate-deprivation, or high-deprivation neighbourhoods.

methodsIn this quasi-experimental study, we analysed national register data for refugees who arrived in Sweden aged 25-50 years, at a time when the government policy involved quasi-random dispersal of refugees to neighbourhoods with different levels of poverty and unemployment, schooling, and social welfare participation. Individuals in our sample were assigned to a neighbourhood categorised as high deprivation (≥1 SD above the mean), moderate deprivation (within 1 SD of the mean), or low deprivation (≥1 SD below the mean). The primary outcome was new diagnosis of type 2 diabetes between Jan 1, 2002, and Dec 31, 2010. We used multivariate logistic and linear regressions to assess the effects of neighbourhood deprivation on diabetes risk, controlling for potential confounders affecting neighbourhood assignment and assessing effects of cumulative exposure to different neighbourhood conditions.

findingsWe included data for 61 386 refugees who arrived in Sweden during 1987-91 and who were assigned to one of 4833 neighbourhoods. Being assigned to an area deemed high deprivation versus low deprivation was associated with an increased risk of diabetes (odds ratio [OR] 1·22, 95% CI 1·07-1·38; p=0·001). In analyses that included fixed effects for assigned municipality, the increased diabetes risk was estimated to be 0·85 percentage points (95% CI -0·030 to 1·728; p=0·058). Neighbourhood effects grew over time such that 5 years of additional exposure to high-deprivation versus low-deprivation neighbourhoods was associated with a 9% increase in diabetes risk.

interpretationThis study makes use of a pre-existing governmental natural experiment to show that neighbourhood deprivation increased the risk of diabetes in refugees in Sweden. This finding has heightened importance in the context of the current refugee crisis in Europe.

fundingUS National Heart, Lung, and Blood Institute, US National Center for Advancing Translational Sciences, US National Institute on Minority Health and Health Disparities, Swedish Research Council.

Indexed as

Poverty AreasAdultDiabetes Mellitus, Type 2FemaleHumansMaleMiddle AgedRefugeesResidence CharacteristicsRisk FactorsSweden

Identifiers

PMID27131930
PMCPMC4875844
OpenAlexW2344470538

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.