ReviewThe Milbank quarterly2012
Who and what is a "population"? Historical debates, current controversies, and implications for understanding "population health" and rectifying health inequities.
Review in The Milbank quarterly, 2012. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 37 papers, 1 of them a synthesis that pooled 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.
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
37 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Community viral load and hepatitis C virus infection: Community viral load measures to aid public health treatment efforts and program evaluation.Journal of clinical virology : the official publication of the Pan American Society for Clinical Virology · 2020Pooled it
- Integrating Critical Racial Literacy to Advance Health Equity Among African, Caribbean, and Black Populations in High-Income Countries: Protocol for a Scoping Review.JMIR research protocols · 2026Article
- Ancestral diversity in complex disease genetics: from discovery to translation.Nature reviews. Genetics · 2026Review
- Health Inequalities in Crisis Times: Questions for Global Health Governance.International journal of social determinants of health and health services · 2026Article
- Invited commentary: policies that support working parents and gender health equity-needed research and methodological challenges.American journal of epidemiology · 2025Article
- Identifying the 50 most productive researchers in top-tier, broad-scope educational psychology journals (2017-2022): a new perspective with a focus on publication trends and diversity.Frontiers in psychology · 2025Article
- Population curation: The construction of mutual obligation between individual and state in Danish precision medicine.Social studies of science · 2024Article
- Racial disparity in mortality from tuberculosis in the US between states with and without a history of Jim-Crow laws: an analysis of the Global Burden of Disease (GBD) and risk factors study, 1990 to 2019.BMC public health · 2024Article
- Premature Death as a Normative Concept.Health care analysis : HCA : journal of health philosophy and policy · 2024Article
- The Importance of Describing Patient Populations.Progress in transplantation (Aliso Viejo, Calif.) · 2024Article
- Inclusive Approaches for Measuring Demographics of Underrepresented Populations in STEM and Biomedical Research Training Programs.Journal of STEM outreach · 2024Article
- Insights into tuberculosis burden in Karachi, Pakistan: A concurrent adult tuberculosis prevalence and child Mycobacterium tuberculosis infection survey.PLOS global public health · 2024Article
- From collective health to "personalized" medicine: bioethical challenges in preimplantation genetic testing from a North-South perspective.Salud colectiva · 2023Review
- Detecting shortcut learning for fair medical AI using shortcut testing.Nature communications · 2023Article
- Disease risk and healthcare utilization among ancestrally diverse groups in the Los Angeles region.Nature medicine · 2023Article
- Enacting care by being experts and managing relationships: A discourse analysis of chief medical officer of health media briefings during the COVID-19 pandemic.SSM. Qualitative research in health · 2023Article
- 'Don't think that we die from AIDS': Invisibilised uncertainty and global transgender health.Sociology of health & illness · 2023Article
- Structural racism theory, measurement, and methods: A scoping review.Frontiers in public health · 2023Article
- Algorithm for sample availability prediction in a hospital-based epidemiological study spreadsheet-based sample availability calculator.Scientific reports · 2022Article
- A box, a trough and marbles: How the Reed-Frost epidemic theory shaped epidemiological reasoning in the 20th century.History and philosophy of the life sciences · 2021Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
1 author.
Funding
No grant is acknowledged in the PubMed record.
Abstract
contextThe idea of "population" is core to the population sciences but is rarely defined except in statistical terms. Yet who and what defines and makes a population has everything to do with whether population means are meaningful or meaningless, with profound implications for work on population health and health inequities.
methodsIn this article, I review the current conventional definitions of, and historical debates over, the meaning(s) of "population," trace back the contemporary emphasis on populations as statistical rather than substantive entities to Adolphe Quetelet's powerful astronomical metaphor, conceived in the 1830s, of l'homme moyen (the average man), and argue for an alternative definition of populations as relational beings. As informed by the ecosocial theory of disease distribution, I then analyze several case examples to explore the utility of critical population-informed thinking for research, knowledge, and policy involving population health and health inequities.
findingsFour propositions emerge: (1) the meaningfulness of means depends on how meaningfully the populations are defined in relation to the inherent intrinsic and extrinsic dynamic generative relationships by which they are constituted; (2) structured chance drives population distributions of health and entails conceptualizing health and disease, including biomarkers, as embodied phenotype and health inequities as historically contingent; (3) persons included in population health research are study participants, and the casual equation of this term with "study population" should be avoided; and (4) the conventional cleavage of "internal validity" and "generalizability" is misleading, since a meaningful choice of study participants must be in relation to the range of exposures experienced (or not) in the real-world societies, that is, meaningful populations, of which they are a part.
conclusionsTo improve conceptual clarity, causal inference, and action to promote health equity, population sciences need to expand and deepen their theorizing about who and what makes populations and their means.
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.