ReviewHealthcare (Basel, Switzerland)2021
Determinants of Healthcare Use Based on the Andersen Model: A Systematic Review of Longitudinal Studies.
Review in Healthcare (Basel, Switzerland), 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 22 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
22 citing papers in PubMed.
- Exploring utilisation of knee and hip osteoarthritis healthcare services and its predictors: a scoping review.BMJ open · 2026Article
- Analgesic Utilization Pattern and Cost of Managing Children with Sickle Cell Diseases: a Retrospective Single-site Audit.Journal of racial and ethnic health disparities · 2026Article
- Strategy for Hepatitis B and C Virus Testing Campaigns Through Web Services and Digital Advertising in Japan: Nationwide Cross-Sectional Study With Correspondence Analysis.Journal of medical Internet research · 2026Article
- Association of depressive symptoms with longitudinal changes in activities of daily living among middle-aged and older Chinese adults with hip fracture: an Andersen Behavioral Model perspective.Journal of health, population, and nutrition · 2026Article
- Assessing technologies in dementia care: A conceptual health-economic model.Journal of Alzheimer's disease : JAD · 2026Article
- Cognitive-attitudinal factors predict CBT-I enrollment willingness in Chinese sleep clinic patients: a knowledge-attitudes-practices survey.Frontiers in psychiatry · 2026Article
- Exploring service providers' perspectives on facilitators and barriers to contraceptive uptake among women: implications for policy reform in Ghana.Contraception and reproductive medicine · 2025Article
- Modeling determinants of accessibility for healthcare services in rural and urban areas of Dodoma, Tanzania.BMC public health · 2025Article
- Determinants of Outpatient Physician Visits and Hospitalizations in Bulgaria: A Cross-Sectional Study.Health science reports · 2025Article
- Gender differences in health-seeking behaviour: insights from the National Health and Morbidity Survey 2019.BMC health services research · 2025Article
- Help-seeking behaviours among cannabis consumers in Canada and the United States: Findings from the international cannabis policy study.Drug and alcohol dependence reports · 2025Article
- Understanding and Promoting Preventive Health Service Use Among Black Men: Community-Driven and Informed Insights.Journal of racial and ethnic health disparities · 2025Article
- "Ashamed of being seen in an HIV clinic": a qualitative analysis of barriers to engaging in HIV care from the perspectives of patients and healthcare workers in the Daraja clinical trial.BMC public health · 2025Article
- Article
- Zero-Dose Vaccination Among Children Aged 12-35 Months in Ethiopia.TheScientificWorldJournal · 2025Article
- Unveiling Usage Patterns and Explaining Usage of Symptom Checker Apps: Explorative Longitudinal Mixed Methods Study.Journal of medical Internet research · 2024Article
- Lifestyle and Cardiometabolic Risk Factors Associated with Impoverishment Due to Out-of-Pocket Health Expenditure in São Paulo City, Brazil.International journal of environmental research and public health · 2024Article
- Which factors influence health services utilization in Bulgaria? Results of a cross-sectional survey.European journal of public health · 2024Article
- Socioeconomic inequalities in the use of medical consultation services in Peru, 2019.International journal for equity in health · 2024Article
- Health Need Factors Are the Key Drivers of Hospitalization among the Elderly Living Alone: An Analysis of Longitudinal Data.International journal of environmental research and public health · 2022Article
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
The aim was to give an overview of longitudinal observational studies investigating the determinants of healthcare use explicitly using the Andersen model. To this end, three electronic databases (Medline, PsycINFO and CINAHL) were searched (and an additional hand search was performed). Longitudinal observational studies examining the determinants of healthcare use (outpatient physician services and hospital stays) based on the Andersen model were included, whereas disease-specific samples were excluded. Study quality was evaluated. The selection of studies, extraction of data and assessment of the studies were conducted by two reviewers. The following determinants of healthcare use were displayed based on the (extended) Andersen model: predisposing characteristics, enabling resources, need factors and psychosocial factors. In sum,
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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.