ArticleThe Milbank quarterly2011
Best practice guidelines for monitoring socioeconomic inequalities in health status: lessons from Scotland.
Article in The Milbank quarterly, 2011. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 20 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
20 citing papers in PubMed.
- The bio-psycho-social determinants of health: Reflections on the CIAR Population Health Program (1987-2003).Canadian journal of public health = Revue canadienne de sante publique · 2026Article
- Downing the Master's Tools? New Research Strategies to Address Social Determinants of Health Inequalities.International journal of social determinants of health and health services · 2023Article
- A Novel Methodological Approach to Measure Linear Trends in Health Inequalities: Proof of Concept With Adolescent Smoking in Europe.American journal of epidemiology · 2023Article
- A Scoping Review of Approaches to Improving Quality of Data Relating to Health Inequalities.International journal of environmental research and public health · 2022Article
- Credibility of subgroup analyses by socioeconomic status in public health intervention evaluations: An underappreciated problem?SSM - population health · 2018Article
- Do patients who die from an alcohol-related condition 'drift' into areas of greater deprivation? Alcohol-related mortality and health selection theory in Scotland.Journal of epidemiology and community health · 2018Article
- Article
- Socioeconomic status, comorbidity and mortality in patients with type 2 diabetes mellitus in Scotland 2004-2011: a cohort study.Journal of epidemiology and community health · 2016Article
- Desperately seeking reductions in health inequalities: perspectives of UK researchers on past, present and future directions in health inequalities research.Sociology of health & illness · 2016Article
- Seven key investments for health equity across the lifecourse: Scotland versus the rest of the UK.Social science & medicine (1982) · 2015Article
- Lies, Damned Lies, and Health Inequality Measurements: Understanding the Value Judgments.Epidemiology (Cambridge, Mass.) · 2015Article
- Coupled Ethical-Epistemic Analysis of Public Health Research and Practice: Categorizing Variables to Improve Population Health and Equity.American journal of public health · 2015Article
- A comparison of the Scottish Index of Multiple Deprivation (SIMD) 2004 with the 2009 + 1 SIMD: does choice of measure affect the interpretation of inequality in mortality?International journal of health geographics · 2014Article
- A cross-sectional pilot study of the Scottish early development instrument: a tool for addressing inequality.BMC public health · 2013Article
- Contrasting socioeconomic gradients in small for gestational age and preterm birth in Argentina, 2003-2007.International journal of public health · 2013Article
- Commentary: long-term monitoring of health inequalities in Scotland--a response to Frank and Haw.The Milbank quarterly · 2013Article
- Commentary: measuring what matters most.The Milbank quarterly · 2013Article
- Commentary: best practice for what?The Milbank quarterly · 2013Article
- Commentary: persistent social inequalities in health--insensitive outcomes, inadequate policies, or both?The Milbank quarterly · 2013Article
- Public health interventions to reduce inequalities: what do we know works?Canadian journal of public health = Revue canadienne de sante publique · 2012Article
Corrections and comments
- Commented on by
- Commented on by
- Commented on by
- Commented on by
Authors and funding
2 authors.
Funding
Abstract
contextIn this article we present "best practice" guidelines for monitoring socioeconomic inequalities in health status in the general population, using routinely collected data.
methodsFirst, we constructed a set of critical appraisal criteria to assess the utility of routinely collected outcomes for monitoring socioeconomic inequalities in population health status, using epidemiological principles to measure health status and quantify health inequalities. We then selected as case studies three recent "cutting-edge" reports on health inequalities from the Scottish government and assessed the extent to which each of the following outcomes met our critical appraisal criteria: natality (low birth weight rate, LBW), adult mortality (all-cause, coronary heart disease [CHD], alcohol-related, cancer, and healthy life expectancy at birth), cancer incidence, and mental health and well-being.
findingsThe critical appraisal criteria we derived were "completeness and accuracy of reporting"; "reversibility and sensitivity to intervention"; "avoidance of reverse causation"; and "statistical appropriateness." Of these, the most commonly unmet criterion across the routinely collected outcomes was "reversibility and sensitivity to intervention." The reasons were that most mortality events occur in later life and that the LBW rate has now become obsolete as a sole indicator of perinatal health. Other outcomes were also judged to fail other criteria, notably alcohol-related mortality after midlife ("avoidance of reverse causation"); all cancer sites' incidence and mortality (statistical appropriateness due largely to heterogeneity of SEP gradients across different cancer sites, as well as long latency); and mental health and well-being ("uncertain reversibility and sensitivity to intervention").
conclusionsWe conclude that even state-of-the-art data reports on health inequalities by SEP have only limited usefulness for most health and social policymakers because they focus on routinely collected outcomes that are not very sensitive to intervention. We argue that more "upstream" outcome measures are required, which occur earlier in the life course, can be changed within a half decade by feasible programs and policies of proven effectiveness, accurately reflect individuals' future life-course chances and health status, and are strongly patterned by SEP.
Indexed as
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.