SynthesisThe Lancet. Global health2017
Socioeconomic status and non-communicable disease behavioural risk factors in low-income and lower-middle-income countries: a systematic review.
Synthesis in The Lancet. Global health, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 378 papers, 5 of them syntheses that pooled it.
What it found
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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
378 citing papers in PubMed, 5 syntheses or guidelines pooled it.
- The economic burden of Type 2 Diabetes by social determinants of health: A systematic review.PloS one · 2026Pooled it
- Nonalcoholic Beverage Consumption and the Risk of Depression, Anxiety, and Stress: A Systematic Review and Meta-Analysis.Depression and anxiety · 2026Pooled it
- Interpersonal violence-related physical injury in low- and middle-income countries and its association with markers of socioeconomic status: a systematic review.BMC public health · 2025Pooled it
- [Position statement for improvement in reperfusion of ST-elevation myocardial infarction in Latin America].Archivos de cardiologia de Mexico · 2024Guideline
- Prices, taxes and alcohol use: a systematic umbrella review.Addiction (Abingdon, England) · 2022Pooled it
- Effects of a household air pollution intervention using liquefied petroleum gas stoves, continuous fuel distribution and behavioural messaging on dietary and sodium intake of adult women in Puno, Peru: a randomised controlled trial.Public health nutrition · 2023Trial
- Trial
- The impoverishing effect of tobacco expenditures.Scientific reports · 2026Article
- Associations between physical activity levels and socioeconomic and occupational factors among a large workforce population: insights from an employee health cohort study.BMC public health · 2026Article
- Prevalence of behavioural risk factors and their combinations among older adults: cross-sectional results of the nationwide study Gesundheit 65.BMC geriatrics · 2026Article
- Association between ambient temperature and blood pressure in hypertensive adults in Bogor City, Indonesia: a 6-year longitudinal cohort study.Osong public health and research perspectives · 2026Article
- Co-designing the 'Empower Community Health' programme: A capacity-building initiative to support community health workers' non-communicable disease health promotion in Ethiopia.African journal of primary health care & family medicine · 2026Article
- Advancing Wider Implementation of Multi-regional Clinical Trials in East Asia.Therapeutic innovation & regulatory science · 2026Review
- Assessing the progress in implementing population-based policies to reduce the burden of noncommunicable diseases in Eastern Europe and Central Asia, 2010-2024.Health policy and planning · 2026Article
- Insufficient physical activity and diabetes mellitus prevalence in Iran: an estimated population attributable fraction analysis using STEPS 2021 data.Scientific reports · 2026Article
- Association of educational attainment with mental disorders and the mediation role of lifestyle factors: a Mendelian randomization study.European archives of psychiatry and clinical neuroscience · 2026Article
- A Comprehensive Review of the Genetic Etiology and Management of Orofacial Clefts.Pediatric discovery · 2026Review
- Socioeconomic disparities in treatment and survival of oesophageal and gastric cancer in the Netherlands: a nationwide population-based study.The Lancet regional health. Europe · 2026Article
- From daily burden to scheduled protection: the "vaccine-like" shift in hypertension.Journal of human hypertension · 2026Review
- Risk factors for low birthweight among multinational mothers: results from the first population-based maternal and infant health monitoring system in the capital emirate of the United Arab Emirates.BMC pregnancy and childbirth · 2026Article
318 more citing papers are in PubMed but not listed here.
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Authors and funding
7 authors.
Funding
Abstract
backgroundNon-communicable diseases are the leading global cause of death and disproportionately afflict those living in low-income and lower-middle-income countries (LLMICs). The association between socioeconomic status and non-communicable disease behavioural risk factors is well established in high-income countries, but it is not clear how behavioural risk factors are distributed within LLMICs. We aimed to systematically review evidence on the association between socioeconomic status and harmful use of alcohol, tobacco use, unhealthy diets, and physical inactivity within LLMICs.
methodsWe searched 13 electronic databases, including Embase and MEDLINE, grey literature, and reference lists for primary research published between Jan 1, 1990, and June 30, 2015. We included studies from LLMICs presenting data on multiple measures of socioeconomic status and tobacco use, alcohol use, diet, and physical activity. No age or language restrictions were applied. We excluded studies that did not allow comparison between more or less advantaged groups. We used a piloted version of the Cochrane Effective Practice and Organisation of Care Group data collection checklist to extract relevant data at the household and individual level from the included full text studies including study type, methods, outcomes, and results. Due to high heterogeneity, we used a narrative approach for data synthesis. We used descriptive statistics to assess whether the prevalence of each risk factor varied significantly between members of different socioeconomic groups. The study protocol is registered with PROSPERO, number CRD42015026604.
findingsAfter reviewing 4242 records, 75 studies met our inclusion criteria, representing 2 135 314 individuals older than 10 years from 39 LLMICs. Low socioeconomic groups were found to have a significantly higher prevalence of tobacco and alcohol use than did high socioeconomic groups. These groups also consumed less fruit, vegetables, fish, and fibre than those of high socioeconomic status. High socioeconomic groups were found to be less physically active and consume more fats, salt, and processed food than individuals of low socioeconomic status. While the included studies presented clear patterns for tobacco use and physical activity, heterogeneity between dietary outcome measures and a paucity of evidence around harmful alcohol use limit the certainty of these findings.
interpretationDespite significant heterogeneity in exposure and outcome measures, clear evidence shows that the burden of behavioural risk factors is affected by socioeconomic position within LLMICs. Governments seeking to meet Sustainable Development Goal (SDG) 3.4-reducing premature non-communicable disease mortality by a third by 2030-should leverage their development budgets to address the poverty-health nexus in these settings. Our findings also have significance for health workers serving these populations and policy makers tasked with preventing and controlling the rise of non-communicable diseases.
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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.