ArticleThe European journal of health economics : HEPAC : health economics in prevention and care2020
Measuring horizontal inequity in healthcare utilisation: a review of methodological developments and debates.
Article in The European journal of health economics : HEPAC : health economics in prevention and care, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 26 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
26 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Is context considered in health inequity research and why? An examination of current trends in Ethiopia.Philosophy, ethics, and humanities in medicine : PEHM · 2026Pooled it
- Is Public-Private Partnership a Significant Factor when Achieving Horizontal Equity in Public Healthcare Resources in Spain?The International journal of health planning and management · 2025Article
- How Does the Basic Urban-Rural Medical Insurance Affect Resident Health Inequality? Evidence from China.Healthcare (Basel, Switzerland) · 2025Article
- More or less equal? Trends in horizontal equity in mental health care utilization in Stockholm county, Sweden (2006-2022). Repeated survey-registry linked studies.International journal for equity in health · 2025Article
- Implementation of rural provider-to-provider telehealth in country Western Australia: a retrospective observational analysis via the RE-AIM framework.BMC health services research · 2025Observational
- Socioeconomic Inequity in Access to Medical and Long-Term Care Among Older People.International journal for equity in health · 2025Article
- Socioeconomic-related inequities in child immunization: horizontal and vertical dimensions for policy insights.Health economics review · 2024Article
- Income-Related Inequities in Primary and Specialist Care Among First Nations Peoples Living Off-Reserve in Canada.Journal of racial and ethnic health disparities · 2024Article
- Article
- From office to digital primary care services: analysing income-related inequalities in utilization.International journal for equity in health · 2024Article
- Socioeconomic and geographic variations of disabilities in India: evidence from the National Family Health Survey, 2019-21.International journal of health geographics · 2024Article
- Socioeconomic and environmental factors associated with waterpipe tobacco smoking among Iranian adults: a PERSIAN cohort-based cross-sectional study.BMC public health · 2023Article
- Inequity in psychiatric healthcare use in Australia.Social psychiatry and psychiatric epidemiology · 2023Article
- Explaining socioeconomic inequality in cervical cancer screening uptake in Malawi.BMC public health · 2022Article
- The socio-economic inequality in body mass index: a PERSIAN cohort-based cross-sectional study on 20,000 Iranian adults.BMC endocrine disorders · 2022Article
- Horizontal Inequity in the Utilization of Maternal and Reproductive Health Services: Evidence From the 2018 Nigeria Demographic and Health Survey.Frontiers in health services · 2022Article
- Inequity and benefit incidence analysis in healthcare use among Syrian refugees in Egypt.Conflict and health · 2021Article
- Decomposition of socioeconomic inequalities in the uptake of intermittent preventive treatment of malaria in pregnancy in Nigeria: evidence from Demographic Health Survey.Malaria journal · 2021Article
- The Apoptotic Properties of Leaf Extracts of Simarouba glauca against Human Leukemic Cancer Cells.Asian Pacific journal of cancer prevention : APJCP · 2021Article
- Index-Based Inequality in Quality of Care: An Empirical Comparison of Apples and Pears.Clinical epidemiology · 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
5 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Equity in healthcare is an overarching goal of many healthcare systems around the world. Empirical studies of equity in healthcare utilisation primarily rely on the horizontal inequity (HI) approach which measures unequal utilisation of healthcare services by socioeconomic status (SES) for equal medical need. The HI method examines, quantifies, and explains inequity which is based on regression analysis, the concentration index, and the decomposition technique. However, this method is not beyond limitations and criticisms, and it has been subject to several methodological challenges in the past decade. This review presents a summary of the recent developments and debates on various methodological issues and their implications on the assessment of HI in healthcare utilisation. We discuss the key disputes centred on measurement scale of healthcare variables as well as the evolution of the decomposition technique. We also highlight the issues about the choice of variables as the indicator of SES in measuring inequity. This follows a discussion on the application of the longitudinal method and use of administrative data to quantify inequity. Future research could exploit the potential for health administrative data linked to social data to generate more comprehensive estimates of inequity across the healthcare continuum. This review would be helpful to guide future applied research to examine inequity in healthcare utilisation.
Indexed as
Identifiers
31542840What 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.