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Data NB seminar
December 14, 2022
If there are more family doctors than
ever before, why can’t I find one?
Using linked administrative data to
study changing primary care in
Canada
Ruth Lavergne, Dalhousie University
Associate Professor, Department of
Family Medicine
Tier II Canada Research Chair in
Primary Care
1
Land
Acknowledgemen
t
Dalhousie University is located in
Mi’kma’ki, the ancestral, unceded,
present, and future territory of the
Mi’kmaq.
We are all Treaty people.
This research was also conducted on
the unceded Traditional Coast Salish
Lands including the Tsleil-Waututh
(səl̓ilw̓ətaʔɬ), Kwikwetlem (kʷikʷəƛ
̓ əm),
Squamish (Sḵwx̱wú7mesh Úxwumixw)
and Musqueam
FUNDING AND DISCLOSURES
 The research I’ll present today is
supported by grants from the Canadian
Institutes of Health Research
 I hold a Tier II Canada Research Chair
in Primary Care
 I have no conflict(s) of interest to
declare
Access to data provided by the Data
Steward(s) is subject to approval, but can be
requested for research projects through the
Data Steward(s) or their designated service
providers.
All inferences, opinions, and conclusions
drawn in this publication are those of the
author(s), and do not reflect the opinions or
policies of the Data Steward(s).
PLAN
FOR TODAY
1. Key findings
2. Context
3. How are practice patterns of family physicians
changing over time? (completed research)
 Are different choices among early career family physicians
driving changes over time?
4. What other factors may be driving changing primary
care capacity? (work in progress)
5. Next steps – and possible opportunities for NB
collaboration
6. Questions and discussion of implications
 Thoughts on medical education, primary care policy, and
workforce planning
4
STUDY TEAM
Team BC ON NS MB*
Principal
Applicants
Ruth Lavergne,
Laurie Goldsmith
Agnes Grudniewicz,
David Rudoler
Emily Gard Marshall Alan Katz
Co-Applicants
(primary care
physicians)
Ian Scott, Dave Snadden,
Rita McCracken, Goldis
Mitra, Laura McKinnon
Rick Glazier, Tara Kiran,
Steve Hawylyshyn
Fred Burge, Rick Gibson,
Kathleen Horrey, Jacalynne
Hernandez-Lee
Research staff,
trainees and
co-Applicants/
collaborators
Lindsay Hedden,
Ellen Randall, Sandra
Peterson, Sabrina Wong,
Kim McGrail, Doug
Blackie
Maria Matthews,
Monisha Kabir, Alison
Coates, Lori Jones
Tara Sampalli, Charmaine
McPherson, Adrian MacKenzie,
Mike Joyce, Gail Tomblin
Murphy, Catherine Moravac,
Katherine Stringer
Leane
Kosowan
*Quantitative study
arm 5
6
KEY
FINDINGS
1. Primary care
practice patterns
are changing.
 Family doctors are seeing fewer patients over
time and working in fewer settings.
 Some physicians are responding to system
and community needs through focused
practice.
 Changes in practice patterns are not unique to
physicians early in practice.
7
2. Findings point to
changes needed in
primary care
systems, not gaps
in family medicine
training.
 Early-career physicians are committed to
providing care that meets community needs,
but practice and payment models must be
aligned to support this.
 There is no evidence that declining
comprehensiveness is driven by inadequate
preparation or training.
 Many participants describe training to provide
team-based comprehensive care but report
limited opportunities to practice in this way.
8
3. Information on
changing practice
patterns and
population need
can help plan for
future primary
care capacity.
 Population aging combined with increasing complexity
of patient needs mean workload per visit is likely
increasing.
 Administrative workload and time spent on coordination
of care in the community may be increasing.
 A growing proportion of family physicians are filling
health system roles outside of community-based
primary care.
 Even with an increasing per-capita supply of family
medicine physicians, additional resources will likely be
needed to ensure all patients can access comprehensive
primary care, particularly as the physician workforce
ages.
9
CONTEXT
10
Source: Canadian Institute for Health Information, Supply, Distribution and Migration of Physicians in Canada, 2021
60
70
80
90
100
110
120
130
140
150
2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021
Canada
Family medicine physicians per 100,000 people in Canada
Source: Canadian Institute for Health Information, Supply, Distribution and Migration of Physicians in Canada, 2021
60
70
80
90
100
110
120
130
140
150
2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021
NB NS ON MB BC Canada
Family medicine physicians per 100,000 people in Canada
13
Concern about
family
physician
shortages are
receiving
national media
attention
Access to primary care
is falling.
According to Canadian
Community Health Survey
Data, the percentage of
people with a regular
medical provider or place
of care declined between
2007/8 and 2017/8.
Inequities in who has
a regular provider or
place of care are
growing wider.
14
Use of primary care over time by income
quintile in British Columbia
Annual primary care care visits by income
quintile
% of people with no ambulatory primary care
visits by income quintile
0.00
1.00
2.00
3.00
4.00
5.00
6.00
SES1_Lowest SES2 SES3 SES4 SES5_Highest
.0
5.0
10.0
15.0
20.0
25.0
30.0
p_SES1_Lowest p_SES2 p_SES3 p_SES4 p_SES5_Highest
Lavergne, M., Bodner, A., Peterson, S. et al. Do changes in primary care service use over time differ by neighbourhood income? Population-based longitudinal
study in British Columbia, Canada. Int J Equity Health 21, 80 (2022). https://doi.org/10.1186/s12939-022-01679-4
Emergency department visits and referrals to
specialists by income quintile in British Columbia
ED visits by income quintile Specialist referrals by income quintile
0.00
0.10
0.20
0.30
0.40
0.50
0.60
SES1_Lowest SES2 SES3 SES4 SES5_Highest
0.00
0.05
0.10
0.15
0.20
0.25
SES1_Lowest SES2 SES3 SES4 SES5_Highest
“Finding steady, full-time work is a
well-documented struggle for many
young adults today, but there is an
ironic flipside to the trend: younger
professionals, such as doctors, are
seeking greater work-life balance
than their forebears, including
carrying the burden of running a
business.”
“Entrepreneurship, the 71-year-old
says, is no longer attractive or
appealing to a generation of doctors.”
“A lot of people don’t want to go
into family practice now and they
want to go work in walk-in clinics
where the hours are much better
and the time off is much better,
and it’s better for their lifestyle”
“The new generation is being
mostly trained in urban areas,
by people who are working in
smaller and smaller niches of
family medicine”
“Generational” explanations for changing physician practice are
common
PROJECT
OVERVIEW
The overarching
goal of this study is
to provide new
information about
the family
physician
workforce, with a
focus on early-
career family
physicians.
(<10 years in
practice)
19
OBJECTIVES
20
1. Compare practice patterns of early-career and
established family physicians to determine if changes
over time reflect cohort effects (attributes unique to
the most recent cohort of family physicians), or period
effects (changes over time across all family physicians)
(quantitative)
2. Identify values and preferences shaping the practice
intentions and choices of family medicine residents
and early career family physicians (qualitative)
Understanding factors shaping practice intentions
and choices among early-career family physicians
is important to shape future supply of primary care
services.
DATA
Qualitative: semi-structured
interviews in NS, ON, BC:
• 31 family medicine
residents
• 63 family medicine
physicians in first 10 years
of practice
Inductive coding and
framework analysis
Quantitative: analysis of
province-wide linked
administrative data tracking:
• Number of visits
• Continuity of care
• Comprehensiveness of
services
Between 1997/8 and 2017/8
In NS, ON, MB and BC
21
For more information . .
Study protocol
 Lavergne M.R., Goldsmith, L.J., Grudniewicz, A.,
Rudoler, D., Marshall, E.G., Ahuja, M., Blackie, D,.
Burge, F., Gibson, R., Glazier, R.H., Hawrylyshyn,
S., Hedden L., Hernandez-Lee, J., Horrey, K.,
Joyce, M., Kiran, T., MacKenzie, A., Mathews, M.,
McCracken, R., McGrail ,K., McKay, M.,
McPherson, C., Mitra, G., Sampali, T., Scott, I.,
Snadden, D., Tomblyn Murphy, G., Wong, S.
(2019). Practice patterns among early-career
primary care (ECPC) physicians and
workforce planning implications: protocol
for a mixed methods study. BMJ Open, 9(9),
e030477.
https://www.healthsystemsresearch.ca/ecpc
22
How are practice
patterns of family
physicians
changing over
time?
Are different
choices among
early career family
physicians driving
changes over time?
23
CHANGING
PRACTICE
PATTERNS
Aim
Changes specific to more recent cohorts of
physicians
(cohort effects)
Indicates need for targeted intervention
during the formative stages of physician
training and early practice.
Changes over the course of physicians’
careers
(age effects)
Indicates need to consider aging and
career stage in workforce planning.
Changes over time in work and policy
contexts that impact all physicians
(period effects)
Indicates need for broad policy responses
addressing contexts in which all physicians
practice.
Family practice is changing.
We aimed to determine if this was because of:
24
Analysis
• To disentangle the relative effects of age, period and
cohort on measures of service volume (patient contacts)
and continuity of care.
Purpose
• Median polish analysis to separate age, period and cohort
effects, and plot these in graphs.
Approach
25
AVERAGE NUMBER OF
PATIENT CONTACTS,
PER PHYSICIAN,
19997/8 AND 2017/8
 Patient contacts fell
between 1997/8 and
2017/8 in all four
provinces.
 Over this time period,
the population has
aged, the
management of
common chronic
conditions has
changed, and the
health system has
grown more complex.
26
Other measure of family physician practice volume are
changing
27
Period effects on median
patient contacts
(changes over time across
all family physicians)
 Compared to 1997-
1999, the median
number of patient visits
per physician per year
observed in
administrative data fell
in all four provinces
examined (NS, ON, MB,
BC).
28
Effect of years in practice
on patient contacts
(changes over the course
of physicians’ careers)
 For the median
physician, the number
of patient contacts
increases in early
practice and then fell in
later practice.
 This was observed
across physician
cohorts.
29
Illustration of cohort
effects
(not real data)
 If recent cohorts are
having fewer patient
contacts each year,
relative to previous
cohorts at the same stage,
the figures showing
cohort effects would look
something like this.
 Note the bars would drop
below 0 at the end.
The reference in this plot is
physicians entering practice
between 1991 and 1993.
30
EXAMPLE cohort effects
Cohort effects on median
patient contacts
(generational effects)
 We did not observe
changes in patient
contacts that are
unique to the most
recent cohort of
physicians.
The reference in this plot
is physicians entering
practice between 1991
and 1993.
31
CHANGES IN
CONTINUITY OF CARE
OVER TIME
 Physician continuity: of
all the patients a
physician saw within a
year, this is the
proportion of all those
patients’ contacts that
were with the individual
physician
 Continuity fell slightly
in ON – this may be
because this measure
doesn’t factor in a
transition to team-
based care.
32
COHORT EFFECTS
ON CONTINUITY
 We did not observe
changes in continuity that
are unique to the most
recent cohort of
physicians.
 Continuity increases with
years in practice as
physicians establish
patient panels, but there
is no evidence of cohort
effects.
The reference in this plot is
physicians entering practice
between 1991 and 1993.
33
• Service volume and comprehensiveness
are declining across all years in practice
and genders
• Changes in practice patterns are not
unique to physicians early in practice.
• Changes may reflect increasing
complexity of care, administrative
burden, or different choices about work
across all family physicians.
• Intergenerational blame distracts from
broader issues in primary care practice.
• Feelings of blame are particularly
damaging when layered with the fact
that family medicine is already felt to be
undervalued.
34
KEY FINDINGS
35
For more
information:
Rudoler, D., Peterson, S., Stock,
D., Taylor, C., Wilton, D., Blackie,
D., Burge, F., Glazier, R.,
Goldsmith, L., Grudniewicz, A.,
Hedden, L., Jamieson, M., Katz,
A., MacKenzie, A., Marshall, E.,
McCracken, R., McGrail, K., Scott,
I., Wong, S., & Lavergne, M. R.
(2022). Changes over time in
patient visits and continuity of
care among graduating cohorts
of family physicians in 4 Canadian
provinces. Canadian Medical
Association Journal.
https://www.cmaj.ca/content/194
/48/E1639
https://www.healthsystemsresear
ch.ca/ecpc
COMPREHENSIVENESS
36
 Declining comprehensiveness of family
physician practice has been widely observed.
 Some speculate this reflects lack of interest
or inadequate training among more recent
cohorts of family physicians.
 Some data show that physicians who have
recently entered practice participate in a
narrower range of services than those in
established practice.
Whether comprehensiveness is changing more
rapidly among early-career physicians relative
to physicians in established practice is not
clear.
Measuring comprehensiveness
Service settings
(or aspects of care delivered out-of-
office)
 home
 long-term
 emergency department
 hospital
 obstetrics
 surgical assistance
 anesthesiology
Service areas
(consistent with office-based
practice)
 pre/post-natal care
 pap testing
 mental health
 substance use
 cancer care
 minor surgery
 palliative home visits
37
These measures:
• Could be consistently tracked over time in each of the four study provinces
• Align with settings and domains of care in the College of Family Physicians of Canada’s Family
Medicine Profile and Residency Training Profile
• Build on previous work using administrative data, grouping billing codes into activity areas, and
selecting a minimum threshold of 7 activity areas to define comprehensive primary care (Schultz et
al. 2017)
Analysis
38
Outcome: Number of service settings and service areas in which physicians
had 5 or more patient contacts (count variable ranging from 0-7)
Models: generalized estimating equations (GEE), Poisson distribution and log
link
Adjustment variables: physician administrative sex, urban/rural practice
location, practice volume, location of MD (Canada, international, unknown)
Hypothesis: there is a significant interaction between year and years in
practice
EXCLUSION
CRITERIA
The number of
physicians
excluded based
on focused
practice setting
increased
between the
study years
39
11.2
8.9 8.6 7.3
2.5 2
10.2
8.1
4.2
14.7
4.5 6.5
7.6
15.3
7.9 13.2
1.2
1.7
9.7 9.5
3.5
3.1 0
0.7
1999/20002017/20181999/20002017/20181999/20002017/20181999/20002017/2018
BRITISH COLUMBIA MANITOBA ONTARIO NOVA SCOTIA
% physicians excluded by province
Focused practice areas - more than 80% of contacts in a single practice area
Focused practice setting - more than 80% of contacts in non-office
locations
Low service volume
EXCLUSION
CRITERIA
The percentage of
excluded physicians
within their first 10
years of practice fell
between study
years
Put differently,
focused/low volume
practice is NOT
increasing more
rapidly among early
career physicians.
40
35.8
30.4
76.6
59.9
31.8 30.4
31.6
28.8
20.9
21.1
13.4
17.1
24.6
22.1
21
18
14.2
24.7
10
23
15.7 20.9
17.1
23.2
15.9
23.5
27.9 26.7
17.1
25.8
1999/20002017/20181999/20002017/20181999/20002017/20181999/20002017/2018
BRITISH COLUMBIA MANITOBA ONTARIO NOVA SCOTIA
% OF PHYSICIANS EXCLUDED BY YEARS IN
PRACTICE
0-10 10-19 20-29 (MB 20+) 30+
COMPREHENSIVENESS
- SERVICE SETTINGS
• The average
number of service
settings per family
physician has fallen
over time.
• It has fallen among
physicians at all
career stages.
41
-3
-2
-1
0
1
2
3
4
5
6
7
1999/2000
2017/2018
Change
1999/2000
2017/2018
Change
1999/2000
2017/2018
Change
1999/2000
2017/2018
Change
British Columbia Manitoba Ontario Nova Scotia
Service settings
<10 years in practice 10-19 years in practice
20-29 years in practice* 30+ years in practice
COMPREHENSIVENESS - SERVICE SETTINGS
42
Adjusted models include administrative sex, urban/rual, number of contacts/year, location of MD (Canadian, International,
COMPREHENSIVENESS
- SERVICE AREAS
• The average
number of service
areas per family
physician has fallen
slightly over time.
• Changes are similar
across all career
stages.
43
-1
0
1
2
3
4
5
6
7
1999/2000
2017/2018
Change
1999/2000
2017/2018
Change
1999/2000
2017/2018
Change
1999/2000
2017/2018
Change
British Columbia Manitoba Ontario Nova Scotia
Service areas
<10 years in practice 10-19 years in practice
20-29 years in practice* 30+ years in practice
COMPREHENSIVENESS - SERVICE AREAS
44
Adjusted models include administrative sex, urban/rual, number of contacts/year, location of MD (Canadian, International,
KEY FINDINGS
Paper in press at
Annals of Family Medicine,
Expected publication January 2023
• On average, family physicians practiced in
fewer settings in 2017/8 compared to
1999/2000.
• Findings are remarkably consistent across
the four provinces examined, given varied
models of primary care delivery and
physician payment within provincial
systems.
• There is no evidence that
comprehensiveness declined faster
among physicians within their first 10
years of practice.
• Efforts to influence comprehensiveness of
care should consider the service delivery
contexts in which all physicians are
practicing, rather than interventions in
training or early practice.
45
POLICY AND PRACTICE IMPLICATIONS
• Broadly-targeted, system-wide
strategies are needed if the goal is to
maintain or increase supply of primary
care services.
Changes in primary care practice are observed
across physicians at all career stages, not just those
entering practice recently (period effects).
• It is important to pay attention to the
age distribution of the physician
workforce in planning.
Since practice patterns differ over the course of
physicians’ careers (age effects), physician workforce
with more physicians early or late in their careers will
have lower volume.
• Understanding practice intentions and
choices can still support recruitment
and retention in longitudinal,
comprehensive primary care.
Though there is no evidence that changes in primary
care are driven by early-career physicians (cohort
effects). 46
Qualitative
research
What do
primary care
physicians
entering
practice want?
47
 We conducted interviews with 90+ family medicine
residents and early career physicians in three
provinces (British Columbia, Ontario, Nova Scotia)
about factors shaping practice intentions and
choices. Many highly value:
 Opportunities to deliver comprehensive care in
team-based models (consistent with how they
trained)
 Alternatives to fee-for-service, with fair
compensation
 The ability to take time off, with coverage for
patients
 The ability to focus on medicine, not running a
business
 Fulfilling work that responds to community
needs
For more on qualitative study findings
Kabir, M., Randall, E., Mitra, G., Lavergne, M.
R., Scott, I., Snadden, D., Jones, L.,
Goldsmith, L. J., Marshall, E. G., &
Grudniewicz, A. (2022). Resident and
early-career family physicians’ focused
practice choices in Canada: A qualitative
study. British Journal of General Practice,
72(718), e334–e341.
→ Focused practice is viewed by family
medicine residents and early-career
physicians as a way to circumvent the
burnout or exhaustion with comprehensive
Mitra, G., Grudniewicz, A., Lavergne, M. R.,
Fernandez, R., & Scott, I.
(2021). Alternative payment models: A
path forward. Canadian Family Physician,
67(11), 805–807.
→ The availability of remuneration
models is an important factor shaping the
practice choices of early career physicians.
→ In areas of the country where fee-for-
service was the only payment option,
some family physicians were deterred
from practising comprehensive family
Marshall, E.G., Horrey, K., Moritz, L.R., Buote, R.,
Grudniewicz, A., Goldsmith, L., Randall, E.,
Jones, L., & Lavergne, M.R. (2022). Influences
on intentions for obstetric practice among
family physicians and residents in Canada:
an explorative qualitative inquiry. BMC
Pregnancy and Childbirth
→ Individual-level factors alone do not
account for the decrease in obstetric care
offered by FPs.
→ Choices to provide or not provide obstetric
care are by community, organizational, and
For more on practice intentions of family medicine residents . . .
 Lavergne, M.R., Scott, I., Mitra, G.,
Snadden, D., Blackie, D., Goldsmith,
L., Rudoler, D., Hedden, L.,
Grudniewicz, A., Ahuja, M., and
Marshall, E.G. (2019). Regional
Differences in Where and How
Family Medicine Residents Intend to
Practise: A Cross-sectional Survey
Analysis. Canadian Medical
Association Journal Open, 7(1), E124-
E130.
 Across Canada, two-thirds of family
medicine reported it was somewhat
or highly likely they would commit to
providing comprehensive care to the
same group of patients in their first
three years of practice.
 Over 80% of family medicine
residents indicated they intended to
practise in a team-based model.
 Lavergne M.R., Gonzalez
Patterson A., Ahuja M.A.,
Hedden L., McCracken R.
(2019). The relationship
between gender, parenthood
and practice intentions among
Family Medicine residents:
Cross-sectional analysis of
national Canadian survey data.
Human Resources for Health,
17(1), 67.
 Family medicine residents who
are parents and who are
women are more likely to
report intentions to provide
comprehensive care soon after
entering practice
 Supporting family medicine
residents who are parents may
positively impact the quality
and availability of primary care
services
49
https://www.healthsystemsresearch.ca/ecpc
Capacity for family medicine training
 While these findings don’t point to gaps in training, reforms to
family medicine training are underway, with implications for
capacity.
 The College of Family Physicians of Canada has announced plans
to increase the length of family medicine residency from 2 to 3
years, starting in 2027. This may have substantial workforce
implications:
 ”Double cohort” year with no graduating family physicians
 Limited capacity to expand the number of residency spaces
 Limited capacity to offer Practice-Ready Assessment (PRA)
programs for internationally educated physicians who have
completed residency
 Changes in choice of family medicine among specialties
50
https://www.cfpc.ca/CFPC/media/Res
ources/Education/AFM-OTP-
Report.pdf
What other factors
may be driving
changing primary
care capacity?
(work in progress)
51
PRIMARY
CARE
CAPACITY
SOME
PRELIMINARY
DATA
 Findings from British Columbia only,
over the period from 1999/2000 to
2017/8
 More national research needed!
52
The population is aging and health needs are increasingly
complex.
53
0
200000
400000
600000
800000
1000000
1200000
1400000
1600000
0-19 20-39 40-59 60-79 80+
Population registered for health
insurance in British Columbia by age
group
1999/2000 2017/2018
-30%
-20%
-10%
0%
10%
20%
30%
40%
50%
60%
70%
0-19 20-39 40-59 60-79 80+
% change in the number of
comorbidities (Charlson) treated
between 1999/2000 and 2017/2018
by age group
The volume of services requiring coordination in
primary care has increased dramatically, especially
among older age groups.
54
-40%
-20%
0%
20%
40%
60%
80%
100%
Medical
specialist visits
Surgical
specialist visits
Day surgeries Prescriptions Diagnostic
radiology
Diagnostic
ultrasound
Lab tests
% change in outpatient service use between 1999/2000 and 2017/2018 by age group in British Columbia
0-19 20-39 40-59 60-79 80+
Family physicians are playing new roles within health systems
 The total number of
family physicians
per capita is
increasing.
 The increase is
almost entirely
taken up by doctors
with 80% or more
of their services in a
specific service
location (hospital,
emergency
department) or
focused practice
area.
55
0
2
4
6
8
10
12
1999/2000 2017/2018
Number of family physicians per 10,000 people in British Columbia
Emergency department
Hospitalist/mix of locations
Mental health and/or substance use
Other focused practice (sports medicine, surgical
assistance, anesthesiology, perinatal services, cancer
care)
Community-based physicians in comprehensive
practice (includes walk-in clinics)
Coordination workload per visit with family physicians
in comprehensive practice is increasing substantially
 The volume of services requiring family
physician coordination has increased
substantially per visit with a community-
based physician in comprehensive practice
 This ranges from a 35% increase for
prescriptions dispensed to a 122% increase
for lab tests
56
0
0.5
1
1.5
2
2.5
Medical
specialist visits
Surgical
specialist visits
Prescriptions Lab tests
Number of services requiring primary care
coordination per volume per community-based
family physician visit in British Columbia
What factors are driving changing primary care capacity?
(Or, if there are more family doctors than ever before, why can’t I find
one?)
The work
family doctors
do is changing.
Population
needs for
primary care
are changing.
The systems in
which family
doctors work
are changing.
57
The work
family
doctors do is
changing.
58
 Average visits are falling across all family
physicians
 Much of the increase in family doctors
per person is accounted for by family
doctors working in different (and needed)
roles within the health system.
 More family physicians are working in
focused practice settings and, to a lesser
extent, focused practice areas.
Population
needs for
primary care
are changing.
59
 The population is aging, but this doesn’t
tell the whole story.
 People are being treated for more
conditions at older ages.
 People, and especially older people at
older ages are getting more
prescriptions, imaging, and laboratory
tests.
The systems
in which
family
doctors work
are changing.
60
 More health care is being done in the community.
 People at older ages are spending fewer days in hospital,
and receiving more day surgeries.
 This means more coordination work for family physicians
working in the community.
 The time it takes to do coordination work may be
changing
 Referral processes are complicated, and family doctors
spend a lot of time coordinating care in advance of visits
with other specialists.
 Finding other specialists who will take referrals and
navigating different forms and processes for these is also
time consuming.
 Electronic health records can mean family doctors do more
coordination work that might previously have been done
by other team members.
Papercuts project:
Understanding and
addressing
changing
administrative
workload in
primary care
Rethinking Primary
Care Capacity in
Canada
(ReCap):Will more
of the same be
enough?
61
NEXT
STEPS
Papercuts Project
 Increases in administrative workload within primary
care have been casually called “death by a thousand
papercuts,” but we do not have good information
about the extent of this problem and what we can do
to fix it.
 This project will use a combination of administrative
data, and semi-structured interviews with family
physicians, nurse practitioners, and administrative
team members to collect new information about
administrative workload, toward the overarching goal
of more efficient coordination and delivery of care
Funded by Research Nova Scotia December 2022
Data collection will begin in Spring 2023
Interviews planned in both NS and NB – ideas for
recruitment or collaboration welcome!
Objectives
1. Determine how the volume of services requiring
primary care coordination has changed over time
2. Understand how workload associated with
coordination has changed, from the perspective of
primary care providers in Nova Scotia and New
Brunswick
3. Identify practical strategies to make coordination
more efficient, with attention to opportunities to
reduce volume, improve process efficiency, and
optimize distribution of workload within teams
62
Rethinking Primary Care Capacity in Canada (ReCap):
 The overarching aim of this project is to support
more rigorous workforce planning by providing new
information about changes shaping primary care
capacity and patient need.
 National study, but interviews and administrative data
in a subset of provinces
Planned CIHR Project Grant in Spring 2023
Data collection will begin in Fall 2023
NB collaboration or partnership welcome!
Objectives
1. Understand current workload from the perspective of
primary care providers, and whether and how
workload has changed over time (Qualitative
interviews)
2. Quantify demand-side factors shaping population
primary care need, including demographics,
complexity, and service intensity, and estimate the
degree to which current use differs from real demand
given growing inequities in access. (Administrative
data)
3. Quantify supply-side factors shaping primary care
capacity, including provider demographics, service
volume, roles played by family physicians outside of
community primary care, and participation of non-
physician clinicians in community-based primary care.
(Administrative data)
4. Integrate information to generate simple projection
models of primary care capacity and need, under a
range of scenarios. (Operations research simulation
models)
63
Implications
Medical education
Findings point to
system responses,
not gaps in training
Need to consider
implications of
longer family
medicine residency
Primary care
planning
Need for strategies
that expand capacity
for longitudinal
primary care in the
community
Workforce
Need for proactive
and coordinated
planning
Your thoughts
or questions?
64
THANK YOU!
65
More information at
https://www.healthsystemsresearch.ca/ecpc
Drop me a note at ruth.lavergne@dal.ca
MEDIAN AGE OF FAMILY MEDICINE PHYSICIANS
66
35
40
45
50
55
2001
2002
2003
2004
2005
2006
2007
2008
2009
2010
2011
2012
2013
2014
2015
2016
2017
2018
2019
2020
2021
NB NS ON MB BC Canada
Source: Canadian Institute for Health Information, Supply, Distribution and Migration of Physicians in Canada, 2021

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Changing Primary Care

  • 1. Data NB seminar December 14, 2022 If there are more family doctors than ever before, why can’t I find one? Using linked administrative data to study changing primary care in Canada Ruth Lavergne, Dalhousie University Associate Professor, Department of Family Medicine Tier II Canada Research Chair in Primary Care 1
  • 2. Land Acknowledgemen t Dalhousie University is located in Mi’kma’ki, the ancestral, unceded, present, and future territory of the Mi’kmaq. We are all Treaty people. This research was also conducted on the unceded Traditional Coast Salish Lands including the Tsleil-Waututh (səl̓ilw̓ətaʔɬ), Kwikwetlem (kʷikʷəƛ ̓ əm), Squamish (Sḵwx̱wú7mesh Úxwumixw) and Musqueam
  • 3. FUNDING AND DISCLOSURES  The research I’ll present today is supported by grants from the Canadian Institutes of Health Research  I hold a Tier II Canada Research Chair in Primary Care  I have no conflict(s) of interest to declare Access to data provided by the Data Steward(s) is subject to approval, but can be requested for research projects through the Data Steward(s) or their designated service providers. All inferences, opinions, and conclusions drawn in this publication are those of the author(s), and do not reflect the opinions or policies of the Data Steward(s).
  • 4. PLAN FOR TODAY 1. Key findings 2. Context 3. How are practice patterns of family physicians changing over time? (completed research)  Are different choices among early career family physicians driving changes over time? 4. What other factors may be driving changing primary care capacity? (work in progress) 5. Next steps – and possible opportunities for NB collaboration 6. Questions and discussion of implications  Thoughts on medical education, primary care policy, and workforce planning 4
  • 5. STUDY TEAM Team BC ON NS MB* Principal Applicants Ruth Lavergne, Laurie Goldsmith Agnes Grudniewicz, David Rudoler Emily Gard Marshall Alan Katz Co-Applicants (primary care physicians) Ian Scott, Dave Snadden, Rita McCracken, Goldis Mitra, Laura McKinnon Rick Glazier, Tara Kiran, Steve Hawylyshyn Fred Burge, Rick Gibson, Kathleen Horrey, Jacalynne Hernandez-Lee Research staff, trainees and co-Applicants/ collaborators Lindsay Hedden, Ellen Randall, Sandra Peterson, Sabrina Wong, Kim McGrail, Doug Blackie Maria Matthews, Monisha Kabir, Alison Coates, Lori Jones Tara Sampalli, Charmaine McPherson, Adrian MacKenzie, Mike Joyce, Gail Tomblin Murphy, Catherine Moravac, Katherine Stringer Leane Kosowan *Quantitative study arm 5
  • 7. 1. Primary care practice patterns are changing.  Family doctors are seeing fewer patients over time and working in fewer settings.  Some physicians are responding to system and community needs through focused practice.  Changes in practice patterns are not unique to physicians early in practice. 7
  • 8. 2. Findings point to changes needed in primary care systems, not gaps in family medicine training.  Early-career physicians are committed to providing care that meets community needs, but practice and payment models must be aligned to support this.  There is no evidence that declining comprehensiveness is driven by inadequate preparation or training.  Many participants describe training to provide team-based comprehensive care but report limited opportunities to practice in this way. 8
  • 9. 3. Information on changing practice patterns and population need can help plan for future primary care capacity.  Population aging combined with increasing complexity of patient needs mean workload per visit is likely increasing.  Administrative workload and time spent on coordination of care in the community may be increasing.  A growing proportion of family physicians are filling health system roles outside of community-based primary care.  Even with an increasing per-capita supply of family medicine physicians, additional resources will likely be needed to ensure all patients can access comprehensive primary care, particularly as the physician workforce ages. 9
  • 11. Source: Canadian Institute for Health Information, Supply, Distribution and Migration of Physicians in Canada, 2021 60 70 80 90 100 110 120 130 140 150 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 Canada Family medicine physicians per 100,000 people in Canada
  • 12. Source: Canadian Institute for Health Information, Supply, Distribution and Migration of Physicians in Canada, 2021 60 70 80 90 100 110 120 130 140 150 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 NB NS ON MB BC Canada Family medicine physicians per 100,000 people in Canada
  • 14. Access to primary care is falling. According to Canadian Community Health Survey Data, the percentage of people with a regular medical provider or place of care declined between 2007/8 and 2017/8. Inequities in who has a regular provider or place of care are growing wider. 14
  • 15. Use of primary care over time by income quintile in British Columbia Annual primary care care visits by income quintile % of people with no ambulatory primary care visits by income quintile 0.00 1.00 2.00 3.00 4.00 5.00 6.00 SES1_Lowest SES2 SES3 SES4 SES5_Highest .0 5.0 10.0 15.0 20.0 25.0 30.0 p_SES1_Lowest p_SES2 p_SES3 p_SES4 p_SES5_Highest Lavergne, M., Bodner, A., Peterson, S. et al. Do changes in primary care service use over time differ by neighbourhood income? Population-based longitudinal study in British Columbia, Canada. Int J Equity Health 21, 80 (2022). https://doi.org/10.1186/s12939-022-01679-4
  • 16. Emergency department visits and referrals to specialists by income quintile in British Columbia ED visits by income quintile Specialist referrals by income quintile 0.00 0.10 0.20 0.30 0.40 0.50 0.60 SES1_Lowest SES2 SES3 SES4 SES5_Highest 0.00 0.05 0.10 0.15 0.20 0.25 SES1_Lowest SES2 SES3 SES4 SES5_Highest
  • 17. “Finding steady, full-time work is a well-documented struggle for many young adults today, but there is an ironic flipside to the trend: younger professionals, such as doctors, are seeking greater work-life balance than their forebears, including carrying the burden of running a business.” “Entrepreneurship, the 71-year-old says, is no longer attractive or appealing to a generation of doctors.” “A lot of people don’t want to go into family practice now and they want to go work in walk-in clinics where the hours are much better and the time off is much better, and it’s better for their lifestyle” “The new generation is being mostly trained in urban areas, by people who are working in smaller and smaller niches of family medicine” “Generational” explanations for changing physician practice are common
  • 18.
  • 19. PROJECT OVERVIEW The overarching goal of this study is to provide new information about the family physician workforce, with a focus on early- career family physicians. (<10 years in practice) 19
  • 20. OBJECTIVES 20 1. Compare practice patterns of early-career and established family physicians to determine if changes over time reflect cohort effects (attributes unique to the most recent cohort of family physicians), or period effects (changes over time across all family physicians) (quantitative) 2. Identify values and preferences shaping the practice intentions and choices of family medicine residents and early career family physicians (qualitative) Understanding factors shaping practice intentions and choices among early-career family physicians is important to shape future supply of primary care services.
  • 21. DATA Qualitative: semi-structured interviews in NS, ON, BC: • 31 family medicine residents • 63 family medicine physicians in first 10 years of practice Inductive coding and framework analysis Quantitative: analysis of province-wide linked administrative data tracking: • Number of visits • Continuity of care • Comprehensiveness of services Between 1997/8 and 2017/8 In NS, ON, MB and BC 21
  • 22. For more information . . Study protocol  Lavergne M.R., Goldsmith, L.J., Grudniewicz, A., Rudoler, D., Marshall, E.G., Ahuja, M., Blackie, D,. Burge, F., Gibson, R., Glazier, R.H., Hawrylyshyn, S., Hedden L., Hernandez-Lee, J., Horrey, K., Joyce, M., Kiran, T., MacKenzie, A., Mathews, M., McCracken, R., McGrail ,K., McKay, M., McPherson, C., Mitra, G., Sampali, T., Scott, I., Snadden, D., Tomblyn Murphy, G., Wong, S. (2019). Practice patterns among early-career primary care (ECPC) physicians and workforce planning implications: protocol for a mixed methods study. BMJ Open, 9(9), e030477. https://www.healthsystemsresearch.ca/ecpc 22
  • 23. How are practice patterns of family physicians changing over time? Are different choices among early career family physicians driving changes over time? 23 CHANGING PRACTICE PATTERNS
  • 24. Aim Changes specific to more recent cohorts of physicians (cohort effects) Indicates need for targeted intervention during the formative stages of physician training and early practice. Changes over the course of physicians’ careers (age effects) Indicates need to consider aging and career stage in workforce planning. Changes over time in work and policy contexts that impact all physicians (period effects) Indicates need for broad policy responses addressing contexts in which all physicians practice. Family practice is changing. We aimed to determine if this was because of: 24
  • 25. Analysis • To disentangle the relative effects of age, period and cohort on measures of service volume (patient contacts) and continuity of care. Purpose • Median polish analysis to separate age, period and cohort effects, and plot these in graphs. Approach 25
  • 26. AVERAGE NUMBER OF PATIENT CONTACTS, PER PHYSICIAN, 19997/8 AND 2017/8  Patient contacts fell between 1997/8 and 2017/8 in all four provinces.  Over this time period, the population has aged, the management of common chronic conditions has changed, and the health system has grown more complex. 26
  • 27. Other measure of family physician practice volume are changing 27
  • 28. Period effects on median patient contacts (changes over time across all family physicians)  Compared to 1997- 1999, the median number of patient visits per physician per year observed in administrative data fell in all four provinces examined (NS, ON, MB, BC). 28
  • 29. Effect of years in practice on patient contacts (changes over the course of physicians’ careers)  For the median physician, the number of patient contacts increases in early practice and then fell in later practice.  This was observed across physician cohorts. 29
  • 30. Illustration of cohort effects (not real data)  If recent cohorts are having fewer patient contacts each year, relative to previous cohorts at the same stage, the figures showing cohort effects would look something like this.  Note the bars would drop below 0 at the end. The reference in this plot is physicians entering practice between 1991 and 1993. 30 EXAMPLE cohort effects
  • 31. Cohort effects on median patient contacts (generational effects)  We did not observe changes in patient contacts that are unique to the most recent cohort of physicians. The reference in this plot is physicians entering practice between 1991 and 1993. 31
  • 32. CHANGES IN CONTINUITY OF CARE OVER TIME  Physician continuity: of all the patients a physician saw within a year, this is the proportion of all those patients’ contacts that were with the individual physician  Continuity fell slightly in ON – this may be because this measure doesn’t factor in a transition to team- based care. 32
  • 33. COHORT EFFECTS ON CONTINUITY  We did not observe changes in continuity that are unique to the most recent cohort of physicians.  Continuity increases with years in practice as physicians establish patient panels, but there is no evidence of cohort effects. The reference in this plot is physicians entering practice between 1991 and 1993. 33
  • 34. • Service volume and comprehensiveness are declining across all years in practice and genders • Changes in practice patterns are not unique to physicians early in practice. • Changes may reflect increasing complexity of care, administrative burden, or different choices about work across all family physicians. • Intergenerational blame distracts from broader issues in primary care practice. • Feelings of blame are particularly damaging when layered with the fact that family medicine is already felt to be undervalued. 34 KEY FINDINGS
  • 35. 35 For more information: Rudoler, D., Peterson, S., Stock, D., Taylor, C., Wilton, D., Blackie, D., Burge, F., Glazier, R., Goldsmith, L., Grudniewicz, A., Hedden, L., Jamieson, M., Katz, A., MacKenzie, A., Marshall, E., McCracken, R., McGrail, K., Scott, I., Wong, S., & Lavergne, M. R. (2022). Changes over time in patient visits and continuity of care among graduating cohorts of family physicians in 4 Canadian provinces. Canadian Medical Association Journal. https://www.cmaj.ca/content/194 /48/E1639 https://www.healthsystemsresear ch.ca/ecpc
  • 36. COMPREHENSIVENESS 36  Declining comprehensiveness of family physician practice has been widely observed.  Some speculate this reflects lack of interest or inadequate training among more recent cohorts of family physicians.  Some data show that physicians who have recently entered practice participate in a narrower range of services than those in established practice. Whether comprehensiveness is changing more rapidly among early-career physicians relative to physicians in established practice is not clear.
  • 37. Measuring comprehensiveness Service settings (or aspects of care delivered out-of- office)  home  long-term  emergency department  hospital  obstetrics  surgical assistance  anesthesiology Service areas (consistent with office-based practice)  pre/post-natal care  pap testing  mental health  substance use  cancer care  minor surgery  palliative home visits 37 These measures: • Could be consistently tracked over time in each of the four study provinces • Align with settings and domains of care in the College of Family Physicians of Canada’s Family Medicine Profile and Residency Training Profile • Build on previous work using administrative data, grouping billing codes into activity areas, and selecting a minimum threshold of 7 activity areas to define comprehensive primary care (Schultz et al. 2017)
  • 38. Analysis 38 Outcome: Number of service settings and service areas in which physicians had 5 or more patient contacts (count variable ranging from 0-7) Models: generalized estimating equations (GEE), Poisson distribution and log link Adjustment variables: physician administrative sex, urban/rural practice location, practice volume, location of MD (Canada, international, unknown) Hypothesis: there is a significant interaction between year and years in practice
  • 39. EXCLUSION CRITERIA The number of physicians excluded based on focused practice setting increased between the study years 39 11.2 8.9 8.6 7.3 2.5 2 10.2 8.1 4.2 14.7 4.5 6.5 7.6 15.3 7.9 13.2 1.2 1.7 9.7 9.5 3.5 3.1 0 0.7 1999/20002017/20181999/20002017/20181999/20002017/20181999/20002017/2018 BRITISH COLUMBIA MANITOBA ONTARIO NOVA SCOTIA % physicians excluded by province Focused practice areas - more than 80% of contacts in a single practice area Focused practice setting - more than 80% of contacts in non-office locations Low service volume
  • 40. EXCLUSION CRITERIA The percentage of excluded physicians within their first 10 years of practice fell between study years Put differently, focused/low volume practice is NOT increasing more rapidly among early career physicians. 40 35.8 30.4 76.6 59.9 31.8 30.4 31.6 28.8 20.9 21.1 13.4 17.1 24.6 22.1 21 18 14.2 24.7 10 23 15.7 20.9 17.1 23.2 15.9 23.5 27.9 26.7 17.1 25.8 1999/20002017/20181999/20002017/20181999/20002017/20181999/20002017/2018 BRITISH COLUMBIA MANITOBA ONTARIO NOVA SCOTIA % OF PHYSICIANS EXCLUDED BY YEARS IN PRACTICE 0-10 10-19 20-29 (MB 20+) 30+
  • 41. COMPREHENSIVENESS - SERVICE SETTINGS • The average number of service settings per family physician has fallen over time. • It has fallen among physicians at all career stages. 41 -3 -2 -1 0 1 2 3 4 5 6 7 1999/2000 2017/2018 Change 1999/2000 2017/2018 Change 1999/2000 2017/2018 Change 1999/2000 2017/2018 Change British Columbia Manitoba Ontario Nova Scotia Service settings <10 years in practice 10-19 years in practice 20-29 years in practice* 30+ years in practice
  • 42. COMPREHENSIVENESS - SERVICE SETTINGS 42 Adjusted models include administrative sex, urban/rual, number of contacts/year, location of MD (Canadian, International,
  • 43. COMPREHENSIVENESS - SERVICE AREAS • The average number of service areas per family physician has fallen slightly over time. • Changes are similar across all career stages. 43 -1 0 1 2 3 4 5 6 7 1999/2000 2017/2018 Change 1999/2000 2017/2018 Change 1999/2000 2017/2018 Change 1999/2000 2017/2018 Change British Columbia Manitoba Ontario Nova Scotia Service areas <10 years in practice 10-19 years in practice 20-29 years in practice* 30+ years in practice
  • 44. COMPREHENSIVENESS - SERVICE AREAS 44 Adjusted models include administrative sex, urban/rual, number of contacts/year, location of MD (Canadian, International,
  • 45. KEY FINDINGS Paper in press at Annals of Family Medicine, Expected publication January 2023 • On average, family physicians practiced in fewer settings in 2017/8 compared to 1999/2000. • Findings are remarkably consistent across the four provinces examined, given varied models of primary care delivery and physician payment within provincial systems. • There is no evidence that comprehensiveness declined faster among physicians within their first 10 years of practice. • Efforts to influence comprehensiveness of care should consider the service delivery contexts in which all physicians are practicing, rather than interventions in training or early practice. 45
  • 46. POLICY AND PRACTICE IMPLICATIONS • Broadly-targeted, system-wide strategies are needed if the goal is to maintain or increase supply of primary care services. Changes in primary care practice are observed across physicians at all career stages, not just those entering practice recently (period effects). • It is important to pay attention to the age distribution of the physician workforce in planning. Since practice patterns differ over the course of physicians’ careers (age effects), physician workforce with more physicians early or late in their careers will have lower volume. • Understanding practice intentions and choices can still support recruitment and retention in longitudinal, comprehensive primary care. Though there is no evidence that changes in primary care are driven by early-career physicians (cohort effects). 46
  • 47. Qualitative research What do primary care physicians entering practice want? 47  We conducted interviews with 90+ family medicine residents and early career physicians in three provinces (British Columbia, Ontario, Nova Scotia) about factors shaping practice intentions and choices. Many highly value:  Opportunities to deliver comprehensive care in team-based models (consistent with how they trained)  Alternatives to fee-for-service, with fair compensation  The ability to take time off, with coverage for patients  The ability to focus on medicine, not running a business  Fulfilling work that responds to community needs
  • 48. For more on qualitative study findings Kabir, M., Randall, E., Mitra, G., Lavergne, M. R., Scott, I., Snadden, D., Jones, L., Goldsmith, L. J., Marshall, E. G., & Grudniewicz, A. (2022). Resident and early-career family physicians’ focused practice choices in Canada: A qualitative study. British Journal of General Practice, 72(718), e334–e341. → Focused practice is viewed by family medicine residents and early-career physicians as a way to circumvent the burnout or exhaustion with comprehensive Mitra, G., Grudniewicz, A., Lavergne, M. R., Fernandez, R., & Scott, I. (2021). Alternative payment models: A path forward. Canadian Family Physician, 67(11), 805–807. → The availability of remuneration models is an important factor shaping the practice choices of early career physicians. → In areas of the country where fee-for- service was the only payment option, some family physicians were deterred from practising comprehensive family Marshall, E.G., Horrey, K., Moritz, L.R., Buote, R., Grudniewicz, A., Goldsmith, L., Randall, E., Jones, L., & Lavergne, M.R. (2022). Influences on intentions for obstetric practice among family physicians and residents in Canada: an explorative qualitative inquiry. BMC Pregnancy and Childbirth → Individual-level factors alone do not account for the decrease in obstetric care offered by FPs. → Choices to provide or not provide obstetric care are by community, organizational, and
  • 49. For more on practice intentions of family medicine residents . . .  Lavergne, M.R., Scott, I., Mitra, G., Snadden, D., Blackie, D., Goldsmith, L., Rudoler, D., Hedden, L., Grudniewicz, A., Ahuja, M., and Marshall, E.G. (2019). Regional Differences in Where and How Family Medicine Residents Intend to Practise: A Cross-sectional Survey Analysis. Canadian Medical Association Journal Open, 7(1), E124- E130.  Across Canada, two-thirds of family medicine reported it was somewhat or highly likely they would commit to providing comprehensive care to the same group of patients in their first three years of practice.  Over 80% of family medicine residents indicated they intended to practise in a team-based model.  Lavergne M.R., Gonzalez Patterson A., Ahuja M.A., Hedden L., McCracken R. (2019). The relationship between gender, parenthood and practice intentions among Family Medicine residents: Cross-sectional analysis of national Canadian survey data. Human Resources for Health, 17(1), 67.  Family medicine residents who are parents and who are women are more likely to report intentions to provide comprehensive care soon after entering practice  Supporting family medicine residents who are parents may positively impact the quality and availability of primary care services 49 https://www.healthsystemsresearch.ca/ecpc
  • 50. Capacity for family medicine training  While these findings don’t point to gaps in training, reforms to family medicine training are underway, with implications for capacity.  The College of Family Physicians of Canada has announced plans to increase the length of family medicine residency from 2 to 3 years, starting in 2027. This may have substantial workforce implications:  ”Double cohort” year with no graduating family physicians  Limited capacity to expand the number of residency spaces  Limited capacity to offer Practice-Ready Assessment (PRA) programs for internationally educated physicians who have completed residency  Changes in choice of family medicine among specialties 50 https://www.cfpc.ca/CFPC/media/Res ources/Education/AFM-OTP- Report.pdf
  • 51. What other factors may be driving changing primary care capacity? (work in progress) 51 PRIMARY CARE CAPACITY
  • 52. SOME PRELIMINARY DATA  Findings from British Columbia only, over the period from 1999/2000 to 2017/8  More national research needed! 52
  • 53. The population is aging and health needs are increasingly complex. 53 0 200000 400000 600000 800000 1000000 1200000 1400000 1600000 0-19 20-39 40-59 60-79 80+ Population registered for health insurance in British Columbia by age group 1999/2000 2017/2018 -30% -20% -10% 0% 10% 20% 30% 40% 50% 60% 70% 0-19 20-39 40-59 60-79 80+ % change in the number of comorbidities (Charlson) treated between 1999/2000 and 2017/2018 by age group
  • 54. The volume of services requiring coordination in primary care has increased dramatically, especially among older age groups. 54 -40% -20% 0% 20% 40% 60% 80% 100% Medical specialist visits Surgical specialist visits Day surgeries Prescriptions Diagnostic radiology Diagnostic ultrasound Lab tests % change in outpatient service use between 1999/2000 and 2017/2018 by age group in British Columbia 0-19 20-39 40-59 60-79 80+
  • 55. Family physicians are playing new roles within health systems  The total number of family physicians per capita is increasing.  The increase is almost entirely taken up by doctors with 80% or more of their services in a specific service location (hospital, emergency department) or focused practice area. 55 0 2 4 6 8 10 12 1999/2000 2017/2018 Number of family physicians per 10,000 people in British Columbia Emergency department Hospitalist/mix of locations Mental health and/or substance use Other focused practice (sports medicine, surgical assistance, anesthesiology, perinatal services, cancer care) Community-based physicians in comprehensive practice (includes walk-in clinics)
  • 56. Coordination workload per visit with family physicians in comprehensive practice is increasing substantially  The volume of services requiring family physician coordination has increased substantially per visit with a community- based physician in comprehensive practice  This ranges from a 35% increase for prescriptions dispensed to a 122% increase for lab tests 56 0 0.5 1 1.5 2 2.5 Medical specialist visits Surgical specialist visits Prescriptions Lab tests Number of services requiring primary care coordination per volume per community-based family physician visit in British Columbia
  • 57. What factors are driving changing primary care capacity? (Or, if there are more family doctors than ever before, why can’t I find one?) The work family doctors do is changing. Population needs for primary care are changing. The systems in which family doctors work are changing. 57
  • 58. The work family doctors do is changing. 58  Average visits are falling across all family physicians  Much of the increase in family doctors per person is accounted for by family doctors working in different (and needed) roles within the health system.  More family physicians are working in focused practice settings and, to a lesser extent, focused practice areas.
  • 59. Population needs for primary care are changing. 59  The population is aging, but this doesn’t tell the whole story.  People are being treated for more conditions at older ages.  People, and especially older people at older ages are getting more prescriptions, imaging, and laboratory tests.
  • 60. The systems in which family doctors work are changing. 60  More health care is being done in the community.  People at older ages are spending fewer days in hospital, and receiving more day surgeries.  This means more coordination work for family physicians working in the community.  The time it takes to do coordination work may be changing  Referral processes are complicated, and family doctors spend a lot of time coordinating care in advance of visits with other specialists.  Finding other specialists who will take referrals and navigating different forms and processes for these is also time consuming.  Electronic health records can mean family doctors do more coordination work that might previously have been done by other team members.
  • 61. Papercuts project: Understanding and addressing changing administrative workload in primary care Rethinking Primary Care Capacity in Canada (ReCap):Will more of the same be enough? 61 NEXT STEPS
  • 62. Papercuts Project  Increases in administrative workload within primary care have been casually called “death by a thousand papercuts,” but we do not have good information about the extent of this problem and what we can do to fix it.  This project will use a combination of administrative data, and semi-structured interviews with family physicians, nurse practitioners, and administrative team members to collect new information about administrative workload, toward the overarching goal of more efficient coordination and delivery of care Funded by Research Nova Scotia December 2022 Data collection will begin in Spring 2023 Interviews planned in both NS and NB – ideas for recruitment or collaboration welcome! Objectives 1. Determine how the volume of services requiring primary care coordination has changed over time 2. Understand how workload associated with coordination has changed, from the perspective of primary care providers in Nova Scotia and New Brunswick 3. Identify practical strategies to make coordination more efficient, with attention to opportunities to reduce volume, improve process efficiency, and optimize distribution of workload within teams 62
  • 63. Rethinking Primary Care Capacity in Canada (ReCap):  The overarching aim of this project is to support more rigorous workforce planning by providing new information about changes shaping primary care capacity and patient need.  National study, but interviews and administrative data in a subset of provinces Planned CIHR Project Grant in Spring 2023 Data collection will begin in Fall 2023 NB collaboration or partnership welcome! Objectives 1. Understand current workload from the perspective of primary care providers, and whether and how workload has changed over time (Qualitative interviews) 2. Quantify demand-side factors shaping population primary care need, including demographics, complexity, and service intensity, and estimate the degree to which current use differs from real demand given growing inequities in access. (Administrative data) 3. Quantify supply-side factors shaping primary care capacity, including provider demographics, service volume, roles played by family physicians outside of community primary care, and participation of non- physician clinicians in community-based primary care. (Administrative data) 4. Integrate information to generate simple projection models of primary care capacity and need, under a range of scenarios. (Operations research simulation models) 63
  • 64. Implications Medical education Findings point to system responses, not gaps in training Need to consider implications of longer family medicine residency Primary care planning Need for strategies that expand capacity for longitudinal primary care in the community Workforce Need for proactive and coordinated planning Your thoughts or questions? 64
  • 65. THANK YOU! 65 More information at https://www.healthsystemsresearch.ca/ecpc Drop me a note at ruth.lavergne@dal.ca
  • 66. MEDIAN AGE OF FAMILY MEDICINE PHYSICIANS 66 35 40 45 50 55 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 NB NS ON MB BC Canada Source: Canadian Institute for Health Information, Supply, Distribution and Migration of Physicians in Canada, 2021

Editor's Notes

  1. I live and work in Mi’kma’ki, the ancestral and unceded territory of the Mi’kmaq. We are all Treaty people. This is a call to honour Peace & Friendship treaties made centuries ago, and which did not surrender rights to the lands and resources. Section 35 of the Canadian Constitution recognizes and affirms these treaties and rights to the land must be honoured
  2. Lavergne 19-044
  3. Lavergne 19-044
  4. Canadians report persistent problems accessing primary care despite an increasing per-capita supply of primary care physicians (PCPs). There is speculation that PCPs, especially those early in their careers, may now be working less and/or choosing to practice in focused clinical areas rather than comprehensive family medicine, with little evidence to support or refute this. The goal of this study is to inform primary care planning by: 1) identifying values and preferences shaping the practice intentions and choices of family medicine residents and early career PCPs; 2) comparing practice patterns of early-career and established PCPs to determine if changes over time reflect cohort effects (attributes unique to the most recent cohort of PCPs), or period effects (changes over time across all PCPs); and 3) integrating findings to understand the dynamics between practice intentions, practice choices, and practice patterns and implications for policy.
  5. Patient contacts are defined as unique combinations of patient, physician and date, regardless of how many services are billed
  6. We observe changes across multiple measures of service volume
  7. v
  8. We identified community-based family physicians providing comprehensive care, who: Provided 80% or more of their services in office, home, or long-term care Had less than 80% of their services in a specific area of practice (e.g. addictions, sports medicine) Note: This includes visits to walk-in clinic physicians, so the workload for physicians doing longitudinal management is likely even higher.
  9. Put differently – if there are more family doctors than ever before, why can’t I find one?