ReviewSSM - population health2024
Exploring the labour market outcomes of the risk factors for non-communicable diseases: A systematic review.
Review in SSM - population health, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.
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.
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
8 citing papers in PubMed.
- High burden of cardiometabolic risk factors among university lecturers: a cross-sectional study in cape coast, Ghana.Journal of health, population, and nutrition · 2026Article
- The association between pain and diagnosis-specific long-term sickness absence at different levels of body mass index - a register-linked cohort study.BMC public health · 2026Article
- Workplace health coaching for chronic disease management in a maritime industry workforce: a mixed-methods evaluation.Frontiers in public health · 2026Article
- Work re-entry and functioning in people with major depression: a longitudinal study of supported employment participants.BMC psychiatry · 2025Observational
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- Article
- Associations of work characteristics with obesity, behavioral risk factors and NCDs in Bangkok, Thailand.PLOS global public health · 2024Article
- Tax and noncommunicable diseases attributable to tobacco and alcohol consumption in 5 Sub-Saharan African countries.Frontiers in public health · 2024Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Objective: To look at the associations between labour market outcomes and major risk factors for non-communicable diseases (NCDs) (smoking, heavy alcohol consumption), key metabolic changes resultant of the risk factors (overweight and obesity, hypertension, type 2 diabetes), and major depressive disorder, and examine any gender differences. Design: Systematic review of cohort and longitudinal studies, to establish causality between exposures and outcomes. Methods: A systematic literature search was conducted in MEDLINE (Ovid), Embase (Ovid), EconLit (EBSCO), EconPapers, and Cochrane Database of Systematic Reviews, from inception to July 2022 for all peer-reviewed literature published, guided by the Preferred Reporting Items for Systematic reviews and Meta-Analyses (PRISMA) framework. Results: 109 studies were eligible for this review. All studies were published in English. 96% of the studies were conducted in high-income countries with 63% from Europe and Central Asia. High BMI was the most frequently reported exposure (reported by 46% of the studies), while income was the most studied outcome (reported by 33% of studies). Though not all estimates presented in the literature can be interpreted as causal impacts, 77% of the studies reported significant (p < 0.05) adverse associations between the exposures and outcomes. Conclusions: All of the studies included in this review that looked at plausible causal relationships between NCD risk factors and labour market outcomes were from high-income and upper-middle-income countries (USA, northern European countries, and South Korea). Based on these studies, we found that individuals with overweight or obesity, diabetes, hypertension, depressive disorders, excessive alcohol use, and cigarette use are more likely to have lower rates of employment, lower income, and higher rates of sickness absence and disability pension.
Identifiers
What OpenQuestion holds
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.