ArticleHuman resources for health2023
The layered crisis of the primary care medical workforce in the European region: what evidence do we need to identify causes and solutions?
Article in Human resources for health, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 43 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
43 citing papers in PubMed, 54 citations in OpenAlex.
- Blended Learning Compared With Face-to-Face Learning Among Family Medicine Residents: Randomized Controlled Trial.JMIR medical education · 2026Trial
- Socioeconomic Deprivation, Primary Care Physician Workload and Colorectal Cancer Screening Adherence Across Italian Regions: An Ecological Spatial Analysis.Medical sciences (Basel, Switzerland) · 2026Article
- Challenges of the general practitioner's role in integrated primary health care: a qualitative study of trainees in a reform-oriented network in Northern Italy.BMC primary care · 2026Article
- Exploring the Role of Large Language Models in Primary Care: Qualitative Study of Physicians in the United States and the Netherlands.JMIR medical informatics · 2026Article
- Patient engagement and feasibility of a QR code-based digital information tool in the emergency department.International journal for quality in health care : journal of the International Society for Quality in Health Care · 2026Observational
- The general practice workforce crisis in Europe: scale of the challenge and available policy responses.The Lancet. Primary care · 2026Review
- Primary care continuity and breast cancer survival: a retrospective cohort study.Cancer causes & control : CCC · 2026Article
- Advancing conversational diagnostic AI with multimodal reasoning.Nature medicine · 2026Article
- "There is never any rest, never enough time and too much to do": a qualitative study of GP work intensity in an Irish context.BMC primary care · 2026Article
- Assessing the Critical Thinking and Training Needs of Healthcare Professionals, and Patient Experiences: An Exploratory Cross-Sectional Study in Primary Care of Crete, Greece.Healthcare (Basel, Switzerland) · 2026Article
- Failed Implementation of Mobile Access to Electronic Health Records in Home Care: Qualitative Study in Sweden.JMIR mHealth and uHealth · 2026Article
- Population-level evidence on lifestyle-related education and preventive services in primary care in Poland-a 2025 cross-sectional survey.Frontiers in public health · 2026Article
- Healthcare professionals' perspectives on usefulness, acceptability and implementation conditions of socially assistive robots in France: a cross-sectional survey and cluster analysis.Frontiers in digital health · 2026Article
- Adapting to an Ageing Health Workforce: Alternative Versus the Standard Ageing of Physicians and Nurses in Czechia.Health services insights · 2026Article
- Challenges in recruitment and implementation of intervention studies including migrants.Primary health care research & development · 2025Article
- Mapping antimicrobial resistance and healthcare-associated infections indicators for actionable benchmarking: a cross-network overview in a data-driven era.Antimicrobial resistance and infection control · 2025Review
- Mitigating health inequalities in rural European communities through collaborative primary care research: A position paper of the WONCA Europe network EURIPA.The European journal of general practice · 2025Article
- Trends in the shortfall of English NHS general practice doctors: repeat cross sectional study.BMJ (Clinical research ed.) · 2025Article
- Advancement of clinical practice in delivering CAR T-cell therapy: impact on healthcare resource utilization and comparison with autologous stem cell transplantation in patients with relapsed/refractory large B-cell lymphomas.Annals of hematology · 2025Article
- Adverse working conditions in Romanian out-of-hours primary care (OOH-PC): an interview study.Human resources for health · 2025Article
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 at 4 institutions in 4 countries.
Funding
Abstract
Primary care services are key to population health and for the efficient and equitable organisation of national health systems. This is why they are often financed through public funds. Primary care doctors are instrumental for the delivery of preventive services, continuity of care, and for the referral of patients through the system. These cadres are also the single largest health expenditure at the core of such services. Although recruitment and retention of primary care doctors have always been challenging, shortages are now exacerbated by higher demand for services from aging populations, increased burden of chronic diseases, backlogs from the COVID-19 pandemic, and patient expectations. At the same time, the supply of primary care physicians is constrained by rising retirement rates, internal and external migration, worsening working conditions, budget cuts, and increased burnout. Misalignment between national education sectors and labour markets is becoming apparent, compounding staff shortages and maldistribution. With their predominantly publicly funded health systems and in the aftermath of COVID-19, countries of the European region appear to be now on the cusp of a multi-layered, slow-burning primary care crisis, with almost every country reporting long waiting lists for doctor appointments, shortages of physicians, unfilled vacancies, and consequently, added pressures on hospitals' Accident and Emergency services. This articles collection aims at pulling together the evidence from countries of the European Region on root causes of such workforce crisis, impacts, and effectiveness of existing policies to mitigate it. Original research is needed, offering analysis and fresh insights into the primary care medical workforce crisis in wider Europe. Ultimately, the aim of this articles collection is to provide an evidence basis for the identification of policy solutions to present and future primary health care crises in high as well as lower-income countries.
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.