ArticleJournal of epidemiology and community health2006
Education, income, and occupational class cannot be used interchangeably in social epidemiology. Empirical evidence against a common practice.
Article in Journal of epidemiology and community health, 2006. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT04325399 (A Randomised Controlled Trial of a Brief Planning Intervention to Promote Physical Activity), which is not on this map. Cited by 257 papers, 6 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.
A Randomised Controlled Trial of a Brief Planning Intervention to Promote Physical Activity
Who cites it
257 citing papers in PubMed, 6 syntheses or guidelines pooled it.
- Pooled it
- The impact of smartphone app-based interventions on adolescents' dietary intake: a systematic review and evaluation of equity factor reporting in intervention studies.Nutrition reviews · 2024Pooled it
- Fair play? Participation equity in organised sport and physical activity among children and adolescents in high income countries: a systematic review and meta-analysis.The international journal of behavioral nutrition and physical activity · 2022Pooled it
- The dose-response relationship between socioeconomic deprivation and alcohol-attributable mortality risk-a systematic review and meta-analysis.BMC medicine · 2021Pooled it
- A meta-analysis of the relationship between socioeconomic status and executive function performance among children.Developmental science · 2018Pooled it
- Income and obesity: what is the direction of the relationship? A systematic review and meta-analysis.BMJ open · 2018Pooled it
- Sociodemographic determinants and health outcome variation in individuals with type 1 diabetes mellitus: A register-based study.PloS one · 2018Trial
- Depression trends in Europe: sociodemographic differences.European journal of public health · 2026Article
- Exploring the role of class stigma in socioeconomic inequalities in type 2 diabetes: The Maastricht Study.Journal of health psychology · 2026Article
- Socioeconomic disparities and mortality among acute patients with sepsis: a retrospective Danish cohort study.BMJ open · 2026Article
- Derivation of three occupational status measures in young Black women: the study of environment, lifestyle, and fibroids.American journal of epidemiology · 2026Article
- Historical redlining, breast cancer survival, and the mediating and modifying role of contemporary neighborhood socioeconomic conditions.American journal of epidemiology · 2026Article
- Socioeconomic inequities in drug poisoning deaths in Canada.Canadian journal of public health = Revue canadienne de sante publique · 2026Article
- Socioeconomic differentiation in sport engagement: frequent exercise, live sport attendance, and their overlap in the 2023 Chinese General Social Survey.Frontiers in public health · 2026Article
- Maternal education and adolescent psychological symptom severity: the synergistic reversal trade-offs between perceived maternal support and parental educational expectations.Frontiers in psychiatry · 2026Article
- Article
- Social inequality in mental disorder diagnoses and psychotropic medication use among 15-year-old adolescents in Denmark from 2002-2022.Social psychiatry and psychiatric epidemiology · 2026Article
- Work stress trends in Germany: stable qualitative work overload but rising quantitative work overload across socio-demographic groups in a repeated cross-sectional study.BMC public health · 2025Article
- Individual- and area-level socioeconomic inequalities in cancer incidence in the working-age population - a cohort study based on German statutory health insurance data, 2015 to 2019.BMC public health · 2025Article
- Health inequalities in the Nordic countries: A comparative overview and update.Journal of internal medicine · 2025Review
197 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
STUDY
objectiveEducation, income, and occupational class are often used interchangeably in studies showing social inequalities in health. This procedure implies that all three characteristics measure the same underlying phenomena. This paper questions this practice. The study looked for any independent effects of education, income, and occupational class on four health outcomes: diabetes prevalence, myocardial infarction incidence and mortality, and finally all cause mortality in populations from Sweden and Germany.
designSweden: follow up of myocardial infarction mortality and all cause mortality in the entire population, based on census linkage to the Cause of Death Registry. Germany: follow up of myocardial infarction morbidity and all cause mortality in statutory health insurance data, plus analysis of prevalence data on diabetes. Multiple regression analyses were performed to calculate the effects of education, income, and occupational class before and after mutual adjustments. SETTING AND
participantsSweden (all residents aged 25-64) and Germany (Mettman district, Nordrhein-Westfalen, all insured persons aged 25-64). MAIN
resultsCorrelations between education, income, and occupational class were low to moderate. Which of these yielded the strongest effects on health depended on type of health outcome in question. For diabetes, education was the strongest predictor and for all cause mortality it was income. Myocardial infarction morbidity and mortality showed a more mixed picture. In mutually adjusted analyses each social dimension had an independent effect on each health outcome in both countries.
conclusionsEducation, income, and occupational class cannot be used interchangeably as indicators of a hypothetical latent social dimension. Although correlated, they measure different phenomena and tap into different causal mechanisms.
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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.