Evidence map›Paper›PMID 35961350›Full record

ArticleThe Lancet. Global health2022

The socioeconomic gradient of alcohol use: an analysis of nationally representative survey data from 55 low-income and middle-income countries.

Yuanwei Xu, Pascal Geldsetzer, Jen Manne-Goehler, Michaela Theilmann, Maja-E Marcus, Zhaxybay Zhumadilov, Sarah Quesnel-Crooks, Omar Mwalim, Sahar Saeedi Moghaddam, Sogol Koolaji and 12 more

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Article in The Lancet. Global health, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
17citing papers in PubMed, 1 pooled it
5.1field-weighted citation impact, top 3% 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

17 citing papers in PubMed, 1 synthesis or guideline pooled it, 36 citations in OpenAlex.

  1. Pooled it
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  5. Characterizing midlife-onset alcohol dependence: Implications for etiology, prevention, and healthy aging.Clinical psychological science : a journal of the Association for Psychological Science · 2025
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  8. Alcohol use, heavy episodic drinking, and associated cardiovascular risk in Guyana.Revista panamericana de salud publica = Pan American journal of public health · 2025
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4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

22 authors at 17 institutions in 11 countries.

Yuanwei XuSchool of Economics and Management, Gottfried Wilhelm Leibniz University of Hannover, Hannover, Germany; Faculty of Management and Economics, Ruhr University Bochum, Bochum, Germany. Electronic address: yuanweii.xu@gmail.com.
Pascal GeldsetzerDivision of Primary Care and Population Health, Department of Medicine, Stanford University, Stanford, CA, USA.
Jen Manne-GoehlerDepartment of Global Health and Population, Harvard T H Chan School of Public Health, Boston, MA, USA; Division of Infectious Diseases, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA.
Michaela TheilmannHeidelberg Institute of Global Health, Faculty of Medicine and University Hospital, University of Heidelberg, Heidelberg, Germany.
Maja-E MarcusDepartment of Economics and Centre for Modern Indian Studies, University of Goettingen, Göttingen, Germany.
Zhaxybay ZhumadilovNazarbayev University School of Medicine, Nur-Sultan, Kazakhstan.
Sarah Quesnel-CrooksNon-Communicable Diseases, Caribbean Public Health Agency, Port of Spain, Trinidad and Tobago.
Omar MwalimMinistry of Health, Zanzibar City, Tanzania.
Sahar Saeedi MoghaddamEndocrinology and Metabolism Research Center, Endocrinology and Metabolism Clinical Sciences Institute, Tehran University of Medical Sciences, Tehran, Iran.
Sogol KoolajiEndocrinology and Metabolism Research Center, Endocrinology and Metabolism Clinical Sciences Institute, Tehran University of Medical Sciences, Tehran, Iran.
Khem B KarkiDepartment of Community Medicine and Public Health, Institute of Medicine, Tribhuvan University, Kathmandu, Nepal.
Farshad FarzadfarNon-Communicable Diseases Research Center, Endocrinology and Metabolism Clinical Sciences Institute, Tehran University of Medical Sciences, Tehran, Iran.
Narges EbrahimiEndocrinology and Metabolism Research Center, Endocrinology and Metabolism Clinical Sciences Institute, Tehran University of Medical Sciences, Tehran, Iran.
Albertino DamascenoFaculty of Medicine, Eduardo Mondlane University, Maputo, Mozambique.
Krishna K AryalNepal Health Sector Programme 3/Monitoring Evaluation and Operational Research, Abt Associates, Kathmandu, Nepal.
Kokou AgoudaviMinistry of Health, Lome, Togo.
Rifat AtunDivision of Infectious Diseases, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA; Department of Global Health and Social Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA.
Till BärnighausenHarvard Center for Population and Development Studies, Harvard University, Cambridge, Boston, MA, USA; Heidelberg Institute of Global Health, Faculty of Medicine and University Hospital, University of Heidelberg, Heidelberg, Germany; Africa Health Research Institute, Somkhele, South Africa.
Justine DaviesInstitute of Applied Health Research, University of Birmingham, Birmingham, UK; Centre for Global Surgery, Department of Global Health, Stellenbosch University, Cape Town, South Africa; Medical Research Council/Wits University Rural Public Health and Health Transitions Research Unit, Faculty of Health Sciences, School of Public Health, University of the Witwatersrand, Johannesburg, South Africa.
Lindsay M JaacksGlobal Academy of Agriculture and Food Security, The University of Edinburgh, Easter Bush Campus, Midlothian, UK.
Sebastian VollmerDepartment of Economics and Centre for Modern Indian Studies, University of Goettingen, Göttingen, Germany. Electronic address: svollmer@uni-goettingen.de.
Charlotte ProbstHeidelberg Institute of Global Health, Faculty of Medicine and University Hospital, University of Heidelberg, Heidelberg, Germany; Institute for Mental Health Policy Research, Centre for Addiction and Mental Health, Toronto, ON, Canada; Department of Psychiatry, University of Toronto, Toronto, ON, Canada.
Tehran University of Medical Sciences · IRUniversity of Göttingen · DEAbt Associates (Nepal) · NPCaribbean Public Health Agency · TTEduardo Mondlane University · MZHarvard Global Health Institute · USHarvard University · USLeibniz University Hannover · DEMassachusetts General Hospital · USNazarbayev University · KZStanford University · USStellenbosch University · ZATogolese Ministry of Health · TGTribhuvan University · NPUniversity Hospital Heidelberg · DEUniversity of Edinburgh · GBUniversity of Toronto · CA

Funding

SOCIAL AND ECONOMIC PREDICTORS OF PHYSICAL AND COGNITIVE FUNCTIONP01AG041710 · NIA · HARVARD UNIVERSITY D/B/A HARVARD SCHOOL OF PUBLIC HEALTH · PI LISA F BERKMAN, THOMAS A GAZIANO · 2013 to 2026
$37.3M
Institutional Career Development Core (KL2)KL2TR003143 · NCATS · STANFORD UNIVERSITY · PI ASCH, STEVEN M. · 2019 to 2023
$8.7M
Training Tanzanian Researchers for HIV/AIDS Implementation ScienceD43TW009775 · FIC · HARVARD UNIVERSITY D/B/A HARVARD SCHOOL OF PUBLIC HEALTH · PI Wafaie W Fawzi, Christopher Sudfeld · 2015 to 2026
$3.0M
New Methods for the design and evaluation of large HIV prevention interventionsR01AI112339 · NIAID · YALE UNIVERSITY · PI SPIEGELMAN, DONNA L · 2014 to 2017
$2.7M
Supplement to a microsimulation of alcohol control interventions to advance health equity and reverse the current decrease in life expectancy in the USR01AA028009 · NIAAA · CENTRE FOR ADDICTION AND MENTAL HEALTH · PI PROBST, CHARLOTTE · 2020 to 2024
$2.4M
Causal Pathways to population health impact of HIV antiretroviral treatmentR01HD084233 · NICHD · UNIVERSITY OF KWAZULU-NATAL · PI BARNIGHAUSEN, TILL, TANSER, FRANK COURTENEY · 2015 to 2021
$2.3M
Can HIV Hot-Spots be eradicated? An intervention to decrease HIV transmission to young women in rural KwaZulu-Natal South AfricaR01AI124389 · NIAID · UNIVERSITY OF KWAZULU-NATAL · PI BARNIGHAUSEN, TILL, TANSER, FRANK COURTENEY · 2016 to 2020
$2.1M
Research Training on Harnessing Data Science for Global Health Priorities in AfricaU2RTW012140 · FIC · HARVARD UNIVERSITY D/B/A HARVARD SCHOOL OF PUBLIC HEALTH · PI BARNIGHAUSEN, TILL, FAWZI, WAFAIE W · 2021 to 2025
$1.7M
FIC NIH HHS D43 TW009775FIC NIH HHS U2R TW012140NCATS NIH HHS KL2 TR003143NIAAA NIH HHS R01 AA028009NIAID NIH HHS R01 AI112339NIAID NIH HHS R01 AI124389NIA NIH HHS P01 AG041710NICHD NIH HHS R01 HD084233Wellcome Trust
6 · The paper itself

Abstract

backgroundAlcohol is a leading risk factor for over 200 conditions and an important contributor to socioeconomic health inequalities. However, little is known about the associations between individuals' socioeconomic circumstances and alcohol consumption, especially heavy episodic drinking (HED; ≥5 drinks on one occasion) in low-income or middle-income countries. We investigated the association between individual and household level socioeconomic status, and alcohol drinking habits in these settings.

methodsIn this pooled analysis of individual-level data, we used available nationally representative surveys-mainly WHO Stepwise Approach to Surveillance surveys-conducted in 55 low-income and middle-income countries between 2005 and 2017 reporting on alcohol use. Surveys from participants aged 15 years or older were included. Logistic regression models controlling for age, country, and survey year stratified by sex and country income groups were used to investigate associations between two indicators of socioeconomic status (individual educational attainment and household wealth) and alcohol use (current drinking and HED amongst current drinkers).

findingsSurveys from 336 287 participants were included in the analysis. Among males, the highest prevalence of both current drinking and HED was found in lower-middle-income countries (L-MICs; current drinking 49·9% [95% CI 48·7-51·2] and HED 63·3% [61·0-65·7]). Among females, the prevalence of current drinking was highest in upper-middle-income countries (U-MIC; 29·5% [26·1-33·2]), and the prevalence of HED was highest in low-income countries (LICs; 36·8% [33·6-40·2]). Clear gradients in the prevalence of current drinking were observed across all country income groups, with a higher prevalence among participants with high socioeconomic status. However, in U-MICs, current drinkers with low socioeconomic status were more likely to engage in HED than participants with high socioeconomic status; the opposite was observed in LICs, and no association between socioeconomic status and HED was found in L-MICs.

interpretationThe findings call for urgent alcohol control policies and interventions in LICs and L-MICs to reduce harmful HED. Moreover, alcohol control policies need to be targeted at socially disadvantaged groups in U-MICs.

fundingDeutsche Forschungsgemeinschaft and the National Center for Advancing Translational Sciences of the US National Institutes of Health.

Indexed as

Developing CountriesIncomeAlcohol DrinkingFemaleHumansMalePovertySocioeconomic Factors

Identifiers

PMID35961350
PMCPMC9582994
OpenAlexW4291708200

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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.