Do Recent Family Physician Graduates Practice Differently? A Longitudinal Study Four Canadian Provinces
Open accessAbstract
Context: It is becoming more difficult to find a family physician in Canada. This has led to speculation that new family physicians may be to blame because they are more likely to provide lower service volume and less likely to provide longitudinal primary care. Objective: To investigate the impact of graduation cohort on family physician practice volume and continuity of care over two decades. Study Design and Analysis: Retrospective-cohort of family physicians from 1997/98 to 2017/18. Median polish analysis of patient contacts and physician-level continuity was completed to isolate years in practice, period, and cohort effects. Dataset: Administrative health and physician claims data were collected in British Columbia, Manitoba, Ontario, and Nova Scotia, Canada. Databases included registry files from provincial regulatory colleges, physician billing information, and patient registration files for provincial insurers. Population Studied: All physicians registered with their respective provincial regulatory colleges with a medical specialty of family practice and/or billed the provincial health insurance system for patient care as FPs. Outcome Measures: Patient contacts (count of unique patient-physician day combinations) and physician-level continuity (proportion of total annual contacts — excluding ED visits — that all patients seen by an FP had with that FP). Results: Median patient contacts per provider fell over time in the four provinces examined. In all provinces, median contacts increased with years in practice until mid-to-late-career and declined into end-of-career. We found no relationship between graduation cohort and practice volume or FP-level continuity. Conclusions: Declines in service volume were observed in all provinces, with expected trajectories of service volume and continuity over a FP–s career. We found no generational differences in FP practice. These findings are important for health workforce planning in primary care sectors across the country, and for the general discourse concerning the behaviours and preferences of recent medical graduates. Our findings highlight that intergenerational tension and blame is unfounded and only distracts from important issues in workforce planning in primary care sectors.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Research shows it takes physicians over 20 years in practice to reach their peak productivity.
“Research shows it takes physicians over 20 years in practice to reach their peak productivity. 57”
From Evaluating the cost of NP-led vs. GP-led primary care in British Columbia (2024) · cites this paper as [57]
The Results (Abstract; page unavailable) say that median patient contacts among family physicians increased with years in practice until mid-to-late career, then declined. That supports a later-career peak in practice volume, but the paper does not specify that reaching it takes over 20 years or measure productivity beyond patient contacts. Its two-decade study period is not the time to peak. (LLM, conf=0.86)
Experimental — accuracy not yet measured
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cited by
Sorted by citations
Evaluating the cost of NP-led vs. GP-led primary care in British Columbia
Contandriopoulos, D., Bertoni, K., McCracken, R., Hedden, L., Lavergne, R., & Randhawa, G. K. (2024) · Healthcare Management Forum · doi:10.1177/08404704241229075 · Cited by 5 · see citing works
“57 It is thus likely that the volume of care provided by the NP-PCCs will signi fi cantly increase in the coming years.”
BackgroundSelf-citation
- Authors
- Rudoler, D., Grudniewicz, A., Lavergne, R., Marshall, E. G., & Goldsmith, L.
- Venue
- Secondary data analysis
- Published
- 2023
- Pages
- 3592
- PMC
- PMC10549336
- OpenAlex
- W4317895758
- Cited by
- 1
- References
- 0
- Citations by year
- 2024: 1
- FWCI
- 2.88
- Type
- conference paper
- Language
- en
- Open access
- gold
- dx.doi.org
- Locations
- PubMed Central (publishedVersion)
- Topics
- Health Sciences › Health Professions › General Health Professions › Primary Care and Health Outcomes
- Health Sciences › Health Professions › Emergency Medical Services › Global Health Workforce Issues
- Social Sciences › Gender Studies › Diversity and Career in Medicine
- Keywords
- general practitioners, continuity of care, patient contact, practice volume, generational differences, primary care workforce planning
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.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review