{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,29]],"date-time":"2026-06-29T05:48:13Z","timestamp":1782712093807,"version":"3.54.5"},"reference-count":38,"publisher":"Frontiers Media SA","license":[{"start":{"date-parts":[[2026,6,29]],"date-time":"2026-06-29T00:00:00Z","timestamp":1782691200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":["frontiersin.org"],"crossmark-restriction":true},"short-container-title":["Front. Med."],"abstract":"<jats:p>Australia faces an entrenched and worsening maldistribution of general practitioners, leaving rural and remote communities with chronic workforce shortages and unacceptable barriers to accessing primary care in a timely manner. The apprenticeship-style model that underpins general practice training relies fundamentally on supervisors to provide clinical oversight, teaching, assessment and mentorship. This supervisory capacity, central to shaping registrar competence, professional identity and long-term rural practice is now one of the key rate-limiting factors in rural workforce development. That capacity is steadily eroding. An ageing workforce, post-pandemic attrition and escalating clinical demand are shrinking the pool of experienced supervisors, while growing dependence on international medical graduates and locums (less likely to supervise) further weakens the supervisory pipeline. Compounding this are persistent system-level failures: variable supervision standards, the late introduction of formal supervisor training, limited financial and structural incentives, and limited professional recognition. Together, these pressures constrain the ability of rural practices to train registrars at the scale required to address workforce shortages. Strengthening supervision is therefore not an adjunct consideration but a strategic necessity. Building a resilient supervisory workforce will require coordinated reform that embeds protected teaching time into routine practice, recognizes and remunerates supervisory work appropriately, expands dedicated educator roles, develops tiered and flexible supervision models and provides targeted support for women and international medical graduate clinicians. Without decisive investment in supervision, efforts to expand rural training pathways will exceed the system\u2019s capacity to sustain them.<\/jats:p>","DOI":"10.3389\/fmed.2026.1868204","type":"journal-article","created":{"date-parts":[[2026,6,29]],"date-time":"2026-06-29T05:41:24Z","timestamp":1782711684000},"update-policy":"https:\/\/doi.org\/10.3389\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["Strengthening the rural medical workforce: the need for a paradigm shift in protecting and growing the critical role of GP supervisors"],"prefix":"10.3389","volume":"13","author":[{"given":"Tamekha","family":"Develyn","sequence":"first","affiliation":[{"name":"Department of Rural Health, The University of Melbourne","place":["Shepparton, VIC, Australia"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Lachlan","family":"Van Schaik","sequence":"additional","affiliation":[{"name":"Department of Rural Health, The University of Melbourne","place":["Shepparton, VIC, Australia"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Will","family":"Harvey","sequence":"additional","affiliation":[{"name":"Department of Rural Health, The University of Melbourne","place":["Shepparton, VIC, Australia"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Zahra","family":"Ali","sequence":"additional","affiliation":[{"name":"Department of Rural Health, The University of Melbourne","place":["Shepparton, VIC, Australia"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Julian","family":"Wright","sequence":"additional","affiliation":[{"name":"Department of Rural Health, The University of Melbourne","place":["Shepparton, VIC, Australia"]}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"1965","published-online":{"date-parts":[[2026,6,29]]},"reference":[{"key":"B1","volume-title":"National Medical Workforce Strategy 2021-2031.","year":"2024"},{"key":"B2","volume-title":"Modified Monash Model.","year":"2025"},{"key":"B3","volume-title":"Health workforce.","year":"2024"},{"key":"B4","doi-asserted-by":"publisher","first-page":"4652","DOI":"10.3390\/ijerph17134652","article-title":"Faculties to support general practitioners working rurally at broader scope: a national cross-sectional study of their value.","volume":"17","author":"McGrail","year":"2020","journal-title":"Int J Environ Res Public Health"},{"key":"B5","volume-title":"Statistics.","year":"2024"},{"key":"B6","doi-asserted-by":"publisher","first-page":"66","DOI":"10.31128\/AJGP-07-18-4637","article-title":"Factors related to rural general practitioners supervising general practice registrars in Australia: a national cross-sectional study.","volume":"48","author":"O\u2019Sullivan","year":"2019","journal-title":"Aust J Gen Pract"},{"key":"B7","doi-asserted-by":"publisher","first-page":"S63","DOI":"10.5694\/j.1326-5377.2011.tb03130.x","article-title":"Australian and overseas models of general practice training.","volume":"194","author":"Hays","year":"2011","journal-title":"Med J Aust"},{"key":"B8","doi-asserted-by":"publisher","first-page":"56","DOI":"10.5694\/mja17.00216","article-title":"Where to next for rural general practice policy and research in Australia?","volume":"207","author":"Walters","year":"2017","journal-title":"Med J Aust"},{"key":"B9","doi-asserted-by":"publisher","first-page":"1352","DOI":"10.3390\/ijerph17041352","article-title":"Extending a conceptual framework for junior doctors\u2019 career decision making and rural careers: explorers versus planners and finding the \u2018right fit\u2019.","volume":"17","author":"Cuesta-Briand","year":"2020","journal-title":"Int J Environ Res Public Health"},{"key":"B10","doi-asserted-by":"publisher","first-page":"31","DOI":"10.1186\/s12960-023-00819-3","article-title":"Rural medical workforce pathways: exploring the importance of postgraduation rural training time.","volume":"21","author":"McGrail","year":"2023","journal-title":"Hum Resour Health"},{"key":"B11","doi-asserted-by":"publisher","first-page":"190","DOI":"10.1186\/s12909-015-0474-3","article-title":"Why and how do general practitioners teach? 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