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International variations in primary care physician consultation time: a systematic review of 67 countries
Open accessAbstract
Objective: To describe the average primary care physician consultation length in economically developed and low-income/middle-income countries, and to examine the relationship between consultation length and organisational-level economic, and health outcomes. Design and outcome measures: This is a systematic review of published and grey literature in English, Chinese, Japanese, Spanish, Portuguese and Russian languages from 1946 to 2016, for articles reporting on primary care physician consultation lengths. Data were extracted and analysed for quality, and linear regression models were constructed to examine the relationship between consultation length and health service outcomes. Results: One hundred and seventy nine studies were identified from 111 publications covering 28 570 712 consultations in 67 countries. Average consultation length differed across the world, ranging from 48 s in Bangladesh to 22.5 min in Sweden. We found that 18 countries representing about 50% of the global population spend 5 min or less with their primary care physicians. We also found significant associations between consultation length and healthcare spending per capita, admissions to hospital with ambulatory sensitive conditions such as diabetes, primary care physician density, physician efficiency and physician satisfaction. Conclusion: There are international variations in consultation length, and it is concerning that a large proportion of the global population have only a few minutes with their primary care physicians. Such a short consultation length is likely to adversely affect patient healthcare and physician workload and stress.
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“Longer consultations allow for a more thorough assessment, which helps improve diagnoses and reduces the chance of missing important details [283,284,285].”
From Toward Safer Diagnoses: A SEIPS-Based Narrative Review of Diagnostic Errors (2026) · cites this paper as [285]
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Cites
Contribution of Primary Care to Health Systems and Health
STARFIELD, B., SHI, L., & MACINKO, J. (2005) · The Milbank Quarterly · doi:10.1111/j.1468-0009.2005.00409.x · Cited by 5,507
Soliciting the Patient's Agenda
Marvel, M. K., Epstein, R. M., Flowers, K., & Beckman, H. (1999) · JAMA · doi:10.1001/jama.281.3.283 · Cited by 754
Hobbs, R. F., Bankhead, C. R., Mukhtar, T. K., Stevens, S., Perera, R., Holt, T., & Salisbury, C. (2016) · The Lancet · doi:10.1016/s0140-6736(16)00620-6 · Cited by 609
Burnout in European family doctors: the EGPRN study
Soler, J. K., Yaman, H., Esteva, M., Dobbs, F., Аsenova, R., Katic, M., Ozvacic, Z., Desgranges, J. P., Moreau, A., Lionis, C. D., et al. (2008) · Family Practice · doi:10.1093/fampra/cmn038 · Cited by 538
Consultation length in general practice: cross sectional study in six European countries
Deveugele, M., Derese, A., van den Brink-Muinen, A., Bensing, J., & De Maeseneer, J. (2002) · BMJ · doi:10.1136/bmj.325.7362.472 · Cited by 515
The strength of primary care in Europe: an international comparative study
Kringos, D. S., Boerma, W. G. W., Bourgueil, Y., Cartier, T., Dedeu, T., Hasvold, T., Hutchinson, A., Lember, M., Oleszczyk, M., Pavlič, D. R., et al. (2013) · British Journal of General Practice · doi:10.3399/bjgp13x674422 · Cited by 465
The Inverse Care Law: Clinical Primary Care Encounters in Deprived and Affluent Areas of Scotland
Mercer, S. W., & Watt, G. C. M. (2007) · The Annals of Family Medicine · doi:10.1370/afm.778 · Cited by 359
Field tests for rational drug use in twelve developing countries
Hogerzeil, H. V., Bimo, Ross-Degnan, D., Laing, R. O., Ofori-Adjei, D., Santoso, B., Azad Chowdhury, A. K., Das, A. M., Kafle, K. K., Mabadeje, A. F. B., et al. (1993) · The Lancet · doi:10.1016/0140-6736(93)92760-q · Cited by 328
(2002) · Europe PMC (PubMed Central) · Cited by 270
Hawthorne effects and research into professional practice
Holden, J. D. (2001) · Journal of Evaluation in Clinical Practice · doi:10.1046/j.1365-2753.2001.00280.x · Cited by 263
Self-citation
Research works printed but not linked: 15
- 10.1377/hlthaff.2015.1018 · DOI
- Health Information Directorate. Health Statistics 2007. Bahrain: Arabian Printing Press, 2007.
- Srikanth B . A prospective study on evaluation of use of drugs at prescriber, dispenser and patients level based on ‘who’ core drug. Editor board. https://www.researchgate.net/profile/Akshaya_Bhagavathula/publication/254559382_A_PROSPECTIVE_STUDY_ON_EVALUATION_OF_USE_OF_DRUGS_AT_PRESCRIBER_DISPENSER_AND_PATIENTS_LEVEL_BASED_ON_WHO_CORE_DRUG_USE_INDICATORS_IN_ETHIOPIA/links/0046351fcf7ade2310000000.p
- Mochizuki A . Conference proceeding of The 3rd JPCA academic conference:258.
- Mjell, 1989, Pasientene tror vi har god tid, Utposten, 4, 182
- Bener A , Almarri S , Ali B , et al . Do minutes count for health care? Consultation length in a tertiary care teaching hospital and in general practice. Middle East J Fam 2007 http://www.mejfm.com/journal/Jan2007/MEJFM_Jan2007.pdf#page=3
- Tehepold H . Patient consultation in family medicine. Dissertation of the degree of doctor of medical sciences 2006.
- Al-Shammari, 1991, Factors associated with consultation Time in Riyad Primary Health Care Centres, Saudi Arabia, Saudi Med J, 12, 371
- James, 2003, Factors influencing rational drug use in primary health care centres in Qassim region, Saudi Arabia, Saudi Pharm J, 11, 126
- Švab, 2005, Cross sectional study of performance of Slovene General practitioners, Zdr var, 44, 183
- P U, I. G, 2001, Estudio sobre el uso de los medicamentos en un área de salud por medio de una encuesta, Ars Pharm, 42, 185
- inrud news, 1992, INRUD News, 3, 3
- Abdul Rasool BK , Fahmy SA , Abu-Gharbieh EF , et al . Prácticas profesionales y percepción sobre el uso racional de medicamentos según la metodología de OMS en Emiratos Árabes Unidos. Pharm Pract;8:70–6.
- Watt, 1952, A year of General Practice, BMJ, 2, 115
- Department of Health and Social Security. General medical practitioners’ workload. A report prepared for the doctors’ and dentists’ review body. London 1985.
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Hart, L. C., Mouw, M. S., Teal, R., & Jonas, D. E. (2019) · Journal of General Internal Medicine · doi:10.1007/s11606-019-05226-w · Cited by 16
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Metadata
- Authors
- Irving, G., Neves, A. L., Dambha-Miller, H., Oishi, A., Tagashira, H., Verho, A., & Holden, J.
- Affiliations
- University of Cambridge (GB)
- Department of Community Medicine, Information and Health Decision Sciences (MEDCIDS), University of Porto, Porto, Portugal
- Primary Care Unit, University of Cambridge, Cambridge, UK
- University of Edinburgh (GB)
- Horton General Hospital (GB)
- University of Helsinki (FI)
- Garswood Surgery, Wigan, UK
- Corresponding author
- Irving, Greg
- Venue
- BMJ Open
- Publisher
- BMJ
- Published
- 2017-10
- Volume
- 7
- Issue
- 10
- Pages
- e017902
- ISSN
- 2044-6055 (ISSN-L)
- PMC
- PMC5695512
- OpenAlex
- W2767996342
- Cited by
- 1,083
- References
- 98
- Citations by year
- 2026: 86 · 2025: 115 · 2024: 123 · 2023: 132 · 2022: 103 · 2021: 120 · 2020: 308 · 2019: 70 · 2018: 21 · 2017: 4
- FWCI
- 19.46
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- cc-by-nc
- Locations
- BMJ Open (publishedVersion, cc-by-nc)
- PubMed Central (publishedVersion, cc-by-nc)
- PubMed (publishedVersion)
- ePrints Soton (University of Southampton) (acceptedVersion)
- Edge Hill University Research Information Repository (Edge Hill University) (submittedVersion, cc-by-nc)
- Työväentutkimus Vuosikirja (submittedVersion)
- HighWire Press Open Archive (submittedVersion)
- Edinburgh Research Explorer (University of Edinburgh) (submittedVersion, cc-by-nc)
- Spiral (Imperial College London) (submittedVersion, cc-by-nc)
- Funders
- World Bank Group
- Arabian Gulf University
- National Institute for Health and Care Research (CL-2013-14-001, DRF-2015-08-027)
- Tel Aviv University
- Fukushima University
- Topics
- Health Sciences › Medicine › Family Practice › Primary Care and Health Outcomes
- Health Sciences › Health Professions › General Health Professions › Patient-Provider Communication in Healthcare
- Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Healthcare Systems and Technology
- Keywords
- physician-patient interaction, international variation, health care spending, hospitalization, physician density, physician efficiency, physician satisfaction, low-income countries, physician workload
- MeSH terms
- Appointments and Schedules, Family Practice, Humans, Office Visits, Physician-Patient Relations, Referral and Consultation, Time Factors, Patient Satisfaction, Physicians, Primary Care
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
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