The DOI matches its Crossref record; 72 of the 73 references it cites were found in a registry or an index.
Waiting Time as an Indicator for Health Services Under Strain: A Narrative Review
Open accessAbstract
As pressure increases on public health systems globally, a potential consequence is that this is transferred to patients in the form of longer waiting times to receive care. In this review, we overview what waiting for health care encompasses, its measurement, and the data available in terms of trends and comparability. We also discuss whether waiting time is equally distributed according to socioeconomic status. Finally, we discuss the policy implications and potential approaches to addressing the burden of waiting time. Waiting time for elective surgery and emergency department care is the best described type of waiting time, and it either increases or remains unchanged across multiple developed countries. There are many challenges in drawing direct comparisons internationally, as definitions for these types of waiting times vary. There are less data on waiting time from other settings, but existing data suggest waiting time presents a significant barrier to health care access for a range of health services. There is also evidence that waiting time is unequally distributed to those of lower socioeconomic status, although this may be improving in some countries. Further work to better clarify definitions, identify driving factors, and understand hidden waiting times and identify opportunities for reducing waiting time or better using waiting time could improve health outcomes of our health services.
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“Furthermore, these simulations could inform future healthcare robots (Yuan et al. 2023) and ease the global healthcare burden (McIntyre and Chow 2020), (i.e., 40% of the global population (WHO 2018).”
From Human-Clinical AI Agent Collaboration (2025) · cites this paper as McIntyre and Chow 2020
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Wang, H., Naghavi, M., Allen, C., Barber, R. M., Bhutta, Z. A., Carter, A., Casey, D. C., Charlson, F. J., Chen, A. Z., Coates, M. M., et al. (2016) · The Lancet · doi:10.1016/s0140-6736(16)31012-1 · Cited by 6,596
The American Journal of Managed Care
(2020) · The American Journal of Managed Care · doi:10.37765/ajmc · Cited by 3,254
On the measurement of inequalities in health
Wagstaff, A., Paci, P., & van Doorslaer, E. (1991) · Social Science & Medicine · doi:10.1016/0277-9536(91)90212-u · Cited by 1,810 · cited 1×
“63 Those in the lowest income quartile reported a mean [95% CI] clinic time of 91 [87-95] minutes compared with those in the highest income quartile, who reported a mean clinic time of 72 [65-78] minutes.”
BackgroundKingston, A., Robinson, L. A., Booth, H., Knapp, M. R. J., Jagger, C., & for the MODEM project (2017) · Age and Ageing · doi:10.1093/ageing/afx201 · Cited by 889 · cited 1×
“Among respondents who reported their clinic time during the 24-hour assessment period, a median (95% CI) of 86 [83-88] minutes was spent in-clinic.”
BackgroundOECD (2017) · Health at a glance · doi:10.1787/health_glance-2017-en · Cited by 822
Waiting Time Policies in the Health Sector
OECD (2012) · OECD health policy studies · doi:10.1787/9789264179080-en · Cited by 689
Performance measurement for health system improvement : experiences, challenges and prospects
Smith, P. C., Mossialos, E., Papanicolas, I., & Leatherman, S. (2010) · Cambridge University Press eBooks · doi:10.1017/cbo9780511711800 · Cited by 594
Bähler, C., Huber, C. A., Brüngger, B., & Reich, O. (2015) · BMC Health Services Research · doi:10.1186/s12913-015-0698-2 · Cited by 482
Socioeconomic status and multimorbidity: a systematic review and meta‐analysis
Pathirana, T. I., & Jackson, C. A. (2018) · Australian and New Zealand Journal of Public Health · doi:10.1111/1753-6405.12762 · Cited by 475
Willing to wait?: The influence of patient wait time on satisfaction with primary care
Anderson, R. T., CAMACHO, F. T., & Balkrishnan, R. (2007) · BMC Health Services Research · doi:10.1186/1472-6963-7-31 · Cited by 418
Research works printed but not linked: 23
- Queensland Health, 2019, Queensland Reporting Hospitals Specialist Outpatient
- Victorian Agency for Health Information, 2019, Statewide—Median Wait Time for Urgent Specialist Clinic Appointment—All Specialties—Quarterly Data
- South Australia Health, 2019, Specialist Outpatient Waiting Time Report (Third Release)
- Tasmanian Health Service, 2019, Estimated Outpatient Waiting Times
- Australian Institute of Health and Welfare, 2018, Elective Surgery Waiting Times 2017/18
- NHS England, 2019, Hospital Accident and Emergency Activity, 2018-2019
- Anandaciva S. What Does the NHS England Review of Waiting Times Mean for Accident and Emergency Departments? The Kings Fund. https://www.kingsfund.org.uk/publications/nhs-england-review-waiting-times-accident-emergency. Published 2019. Accessed June 26, 2019.
- Miller P, 2017, Survey of Physician Appointment Wait Times and Medicare and Medicaid Acceptance Rates
- Gubb J, 2009, BMJ, 338, 442
- Canadian Institute for Health Information, 2017, Emergency Department Wait Times in Canada Continue to Rise
- Canadian Institute for Health Information, 2016, How Canada Compares: Results from The Commonwealth Fund’s 2016 International Health Policy Survey of Adults in 11 Countries—Accessible Report
- Australian Institute of Health and Welfare, 2012, Australian Hospital Statistics 2011-2012: Emergency Department Care
- Australian Institute of Health and Welfare, 2017, Elective Surgery Waiting Times 2016-2017: Australian Hospital Statistics
- Haggerty J, 2018, Can Fam Physician, 64, e407
- Carrière G, 2010, Health Rep, 21, 7
- Ahmad BA, 2017, Malaysian family physician: the official journal of the Academy of Family Physicians of Malaysia, 12, 14
- McMullen M, 2013, Clin Ophthalmol, 7, 1655
- Anderson RT, 2007, BMC Health Services Research, 7
- Ray KN, 2015, Am J Manag Care, 21, 567
- Australian Institute of Health and Welfare, 2018, Australian Hospitals 2016-2017 at a Glance
- Iacobucci G, 2019, BMJ (Clinical Research Ed), 364, l1148
- Australian Institute of Health and Welfare, 2012, Australian Hospital Statistics 2011-12: Elective Surgery Waiting Times
- NHS England, 2017, Hospital Accident and Emergency Activity: Supporting Information, 2016-2017
Cited by
Sorted by citations
Items 201–220 of 220
Mameli, C., Agostiniani, R., Banderali, G., Bozzola, E., Stefano, V. A. D., Greco, L., Pecoraro, C., Rugolotto, S., Sollai, S., Verduci, E., et al. (2026) · The Italian Journal of Pediatrics/Italian journal of pediatrics · doi:10.1186/s13052-026-02215-8
“Moreover worsening waiting time to receive care have been shown to be associated to patient dissatisfaction, and poorer clinical outcomes [55].”
Development of a Self-Service Health Check-Up Kiosk Using Design Science Research Methods
Muhajir, D., Rasmana, S. T., Oktavia, V. R., Fauzi, M. D., & Tjahyanto, A. (2025) · International Conference on ICT for Smart Society (ICISS) · doi:10.1109/iciss66954.2025.11389601
“Long queues limited medical personnel, and a high risk of disease transmission are the main obstacles [4].”
Spinos, D., Beech, T. J., Lee, J., Coulson, C., French, L., Greenfield, S., Litchfield, I. J., Nankivell, P., Allen, R., & Muzaffar, J. (2026) · PLoS ONE · doi:10.1371/journal.pone.0346596
Nieto-Gutiérrez, W., Medina‐Aedo, M., & de Val, M. S. I. (2026) · Research Square · doi:10.21203/rs.3.rs-9447805/v1
AI-Powered Medical Chatbot with Neural Network Symptom Analysis and Automated Appointment Scheduling
Meirkhan, A., & Kumar, P. (2026) · International Conference on Electronics, Computer and Computation · doi:10.1109/icecco67619.2026.11488768
“The main issue that has been observed arises concerning the long waiting lists and the unavailability of doctors [1].”
Vera-Ponce, V. J., Ballena-Caicedo, J., Portal-Valqui, L. M., Yoplac-Oyarce, A. M., Cusma-Regalado, K., Vasquez, N. J. C., & Zuzunaga-Montoya, F. E. (2026) · Frontiers in Health Services · doi:10.3389/frhs.2026.1864862
“Within this framework, time becomes a particularly important dimension: prolonged waiting functions as a form of cost transferred to the patient and as an indicator of health systems under strain (3).”
Christian, S. N., Casas, A. D., Mendez, D. D., Cole, E. S., Documet, P. I., Elias, T. I., Elliott, J. P., & Gary‐Webb, T. L. (2026) · Journal of Racial and Ethnic Health Disparities · doi:10.1007/s40615-026-03111-x
Harding, K. E., Carney, P., Lewis, A. K., Considine, J., Brusco, N. K., Prendergast, L., Snowdon, D. A., Sarkies, M., Choi, P. M. C., Bould, E., et al. (2026) · BMJ Open · doi:10.1136/bmjopen-2025-115253
Díez, J. J., Alpañés, M., Iglesias, P., & Mateo, R. (2026) · Frontiers in Endocrinology · doi:10.3389/fendo.2026.1864526
“This fi nding is consistent with reports emphasizing the impact of health system organization, referral circuits, and accountability frameworks on specialist utilization (18, 27).”
InfluentialDželebdžić, S., Djikanović, B., Bukumirić, Z., Maksimović, N., Micić, D., Rakočević, Z. A., Ćurčin, V., & Medarević, A. (2026) · International Journal of Emergency Medicine · doi:10.1186/s12245-026-01313-y
Nurse-Led Prostate Cancer Survivorship Clinic in Australia; A Tertiary Centre Experience
Jiang, J. S., Huynh, T. N. A., Lü, Y., Paul, E., Chang, B. C., & Blecher, G. A. (2026) · Société Internationale d’Urologie Journal · doi:10.3390/siuj7040045
“Within Australia’s public healthcare system, outpatient services face increasing demand, prolonged wait times and workforce pressures [2].”
Die Kompetenz der Physiotherapie in Diagnose und Triage: Ein Paradigmenwechsel in der MSK-Versorgung
Eschke, R.-C. (2025) · Elsevier eBooks · doi:10.1016/b978-3-437-45065-5.00003-x
Carreras, J. S., Vila, R. D. C., & Sales-i-Coll, M. (2026) · BMC Health Services Research · doi:10.1186/s12913-026-15332-1
Lancaster, H., Hawes, F. M., Tang, E. Y. H., & Sabatini, S. (2026) · Healthcare · doi:10.3390/healthcare14162601
Kourouche, S., Wiseman, T., Jones, T., Shepherd, H. L., Kennedy, B., Munroe, B., & Curtis, K. A. (2026) · Journal of Advanced Nursing · doi:10.1111/jan.70709
Zhou, S., Liu, N., Baldacchino, T., Khadra, M. H., & Kim, J. (2026) · doi:10.2196/preprints.110345
Gawthorne, J. L., McCloughen, A., & Curtis, K. A. (2026) · Journal of Advanced Nursing · doi:10.1111/jan.70775
Noeske, K. E., Lewis, A. K., Taylor, N. F., Emmerson, K. B., Thomas, L. L., Li, X., & Harding, K. E. (2026) · Health & Social Care in the Community · doi:10.1155/hsc/1116924
Integrating Value-based Healthcare into the Swedish Healthcare System
Kittipittayakorn, C., & Quoreshi, S. (2026) · Journal of Health Management · doi:10.1177/09720634261486565
Policy Analysis of South Africa’s National Oral Health Policy and Strategy (2024-2034)
Rampersad, N., Naidoo, S., Ramphoma, K., & Smit, D. (2026) · South African Dental Journal · doi:10.17159/sadj.v81i05.25165
Metadata
- Authors
- McIntyre, D., & Chow, C. K.
- Affiliations
- The University of Sydney (AU)
- Corresponding author
- McIntyre, Daniel
- Venue
- INQUIRY: The Journal of Health Care Organization, Provision, and Financing
- Publisher
- SAGE Publications
- Published
- 2020-01
- Volume
- 57
- Pages
- 46958020910305-46958020910305
- ISSN
- 0046-9580 (ISSN-L)
- 1945-7243
- PMC
- PMC7235968
- OpenAlex
- W3021632058
- Cited by
- 219
- References
- 73
- Citations by year
- 2026: 32 · 2025: 66 · 2024: 48 · 2023: 32 · 2022: 29 · 2021: 11 · 2020: 1
- FWCI
- 3.48
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- INQUIRY The Journal of Health Care Organization Provision and Financing (publishedVersion, cc-by-nc)
- PubMed Central (publishedVersion, cc-by-nc)
- PubMed (publishedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Funders
- National Health and Medical Research Council (APP1105447)
- National Heart Foundation of Australia (100808)
- Topics
- Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Healthcare Systems and Practices
- Health Sciences › Medicine › Emergency Medicine › Emergency and Acute Care Studies
- Health Sciences › Health Professions › General Health Professions › Health Services Management and Policy
- Keywords
- waiting time, health care access, healthcare system strain, elective surgery waiting lists, emergency department waiting times, socioeconomic inequalities in health care, international comparability, health policy
- MeSH terms
- Australia, Emergency Service, Hospital, England, Europe, Health Services Accessibility, Humans, Socioeconomic Factors, Waiting Lists, Global Health, Elective Surgical Procedures, Healthcare Disparities
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