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Published in: BMC Primary Care 1/2014

Open Access 01-12-2014 | Research article

What is the impact of primary care model type on specialist referral rates? A cross-sectional study

Authors: Clare Liddy, Jatinderpreet Singh, Ryan Kelly, Simone Dahrouge, Monica Taljaard, Jamie Younger

Published in: BMC Primary Care | Issue 1/2014

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Abstract

Background

Several new primary care models have been implemented in Ontario, Canada over the past two decades. These practice models differ in team structure, physician remuneration, and group size. Few studies have examined the impact of these models on specialist referrals. We compared specialist referral rates amongst three primary care models: 1) Enhanced Fee-for-service, 2) Capitation- Non-Interdisciplinary (CAP-NI), 3) Capitation – Interdisciplinary (CAP-I).

Methods

We conducted a cross-sectional study using health administrative data from primary care practices in Ontario from April 1st, 2008 to March 31st, 2010. The analysis included all family physicians providing comprehensive care in one of the three models, had at least 100 patients, and did not have a prolonged absence (eight consecutive weeks). The primary outcome was referral rate (# of referrals to all medical specialties/1000 patients/year). A multivariable clustered Poisson regression analysis was used to compare referral rates between models while adjusting for provider (sex, years since graduation, foreign trained, time in current model) and patient (age, sex, income, rurality, health status) characteristics.

Results

Fee-for-service had a significantly lower adjusted referral rate (676, 95% CI: 666-687) than the CAP-NI (719, 95% confidence interval (CI): 705-734) and CAP-I (694, 95% CI: 681-707) models and the interdisciplinary CAP-I group had a 3.5% lower referral rate than the CAP-NI group (RR = 0.965, 95% CI: 0.943-0.987, p = 0.002). Female and Canadian-trained physicians referred more often, while female, older, sicker and urban patients were more likely to be referred.

Conclusions

Primary care model is significantly associated with referral rate. On a study population level, these differences equate to 111,059 and 37,391 fewer referrals by fee-for-service versus CAP-NI and CAP-I, respectively – a difference of $22.3 million in initial referral appointment costs. Whether a lower rate of referral is more appropriate or not is not known and requires further investigation. Physician remuneration and team structure likely account for the differences; however, further investigation is also required to better understand whether other organizational factors associated with primary care model also impact referral.
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Literature
1.
go back to reference Bertakis KD, Callahan EJ, Azari R, Robbins JA: Predictors of patient referrals by primary care residents to specialty care clinics. Fam Med. 2001, 33: 203-209.PubMed Bertakis KD, Callahan EJ, Azari R, Robbins JA: Predictors of patient referrals by primary care residents to specialty care clinics. Fam Med. 2001, 33: 203-209.PubMed
2.
go back to reference Glenn JK, Lawler FH, Hoerl MS: Physician referrals in a competitive environment. An estimate of the economic impact of a referral. JAMA. 1987, 258: 1920-1923. 10.1001/jama.1987.03400140082029.CrossRefPubMed Glenn JK, Lawler FH, Hoerl MS: Physician referrals in a competitive environment. An estimate of the economic impact of a referral. JAMA. 1987, 258: 1920-1923. 10.1001/jama.1987.03400140082029.CrossRefPubMed
5.
go back to reference Dahrouge S, Hogg W, Tuna M, Russell G, Devlin RA, Tugwell P, et al: An evaluation of gender equity in different models of primary care practices in Ontario. BMC Public Health. 2010, 10: 151-10.1186/1471-2458-10-151.CrossRefPubMedPubMedCentral Dahrouge S, Hogg W, Tuna M, Russell G, Devlin RA, Tugwell P, et al: An evaluation of gender equity in different models of primary care practices in Ontario. BMC Public Health. 2010, 10: 151-10.1186/1471-2458-10-151.CrossRefPubMedPubMedCentral
6.
go back to reference Hogg W, Dahrouge S, Russell G, Tuna M, Geneau R, Muldoon L, et al: Health promotion activity in primary care: performance of models and associated factors. Open Med. 2009, 3: e165-e173.PubMedPubMedCentral Hogg W, Dahrouge S, Russell G, Tuna M, Geneau R, Muldoon L, et al: Health promotion activity in primary care: performance of models and associated factors. Open Med. 2009, 3: e165-e173.PubMedPubMedCentral
7.
go back to reference Liddy C, Singh J, Hogg W, Dahrouge S, Taljaard M: Comparison of primary care models in the prevention of cardiovascular disease - a cross sectional study. BMC Fam Pract. 2011, 12: 114-10.1186/1471-2296-12-114.CrossRefPubMedPubMedCentral Liddy C, Singh J, Hogg W, Dahrouge S, Taljaard M: Comparison of primary care models in the prevention of cardiovascular disease - a cross sectional study. BMC Fam Pract. 2011, 12: 114-10.1186/1471-2296-12-114.CrossRefPubMedPubMedCentral
8.
go back to reference Glazier RH, Kopp A, Schultz SE, Kiran T, Henry DA: All the right intentions but few of the desired results: lessons on access to primary care from Ontario's patient enrolment models. Healthc Q. 2012, 15: 17-21.CrossRefPubMed Glazier RH, Kopp A, Schultz SE, Kiran T, Henry DA: All the right intentions but few of the desired results: lessons on access to primary care from Ontario's patient enrolment models. Healthc Q. 2012, 15: 17-21.CrossRefPubMed
10.
go back to reference Chan BT, Austin PC: Patient, physician, and community factors affecting referrals to specialists in Ontario, Canada: a population-based, multi-level modelling approach. Med Care. 2003, 41: 500-511.PubMed Chan BT, Austin PC: Patient, physician, and community factors affecting referrals to specialists in Ontario, Canada: a population-based, multi-level modelling approach. Med Care. 2003, 41: 500-511.PubMed
11.
go back to reference Shadd J, Ryan BL, Maddocks H, Thind A: Patterns of referral in a Canadian primary care electronic health record database: retrospective cross-sectional analysis. Inform Prim Care. 2011, 19: 217-223.PubMed Shadd J, Ryan BL, Maddocks H, Thind A: Patterns of referral in a Canadian primary care electronic health record database: retrospective cross-sectional analysis. Inform Prim Care. 2011, 19: 217-223.PubMed
12.
go back to reference Kralj B, Kantarevic J: Primary care in Ontario: reforms, investments and achievements. Ontario Medical Review. 2012, 18-24. Kralj B, Kantarevic J: Primary care in Ontario: reforms, investments and achievements. Ontario Medical Review. 2012, 18-24.
13.
go back to reference Gosden T, Sibbald B, Williams J, Petchey R, Leese B: Paying doctors by salary: a controlled study of general practitioner behaviour in England. Health Policy. 2003, 64: 415-423. 10.1016/S0168-8510(02)00204-X.CrossRefPubMed Gosden T, Sibbald B, Williams J, Petchey R, Leese B: Paying doctors by salary: a controlled study of general practitioner behaviour in England. Health Policy. 2003, 64: 415-423. 10.1016/S0168-8510(02)00204-X.CrossRefPubMed
14.
go back to reference Krasnik A, Groenewegen PP, Pedersen PA, Von SP, Mooney G, Gottschau A: Changing remuneration systems: effects on activity in general practice. BMJ. 1990, 300: 1698-1701. 10.1136/bmj.300.6741.1698.CrossRefPubMedPubMedCentral Krasnik A, Groenewegen PP, Pedersen PA, Von SP, Mooney G, Gottschau A: Changing remuneration systems: effects on activity in general practice. BMJ. 1990, 300: 1698-1701. 10.1136/bmj.300.6741.1698.CrossRefPubMedPubMedCentral
15.
go back to reference Sorensen RJ, Grytten J: Service production and contract choice in primary physician services. Health Policy. 2003, 66: 73-93. 10.1016/S0168-8510(03)00026-5.CrossRefPubMed Sorensen RJ, Grytten J: Service production and contract choice in primary physician services. Health Policy. 2003, 66: 73-93. 10.1016/S0168-8510(03)00026-5.CrossRefPubMed
16.
go back to reference Vahidi RG, Mojahed F, Jafarabadi MA, Gholipour K, Rasi V: A systematic review of the effect of payment mechanisms on family physician service provision and referral rate behavior. Journal of Pakistan Medical Students. 2013, 3: 54-60. Vahidi RG, Mojahed F, Jafarabadi MA, Gholipour K, Rasi V: A systematic review of the effect of payment mechanisms on family physician service provision and referral rate behavior. Journal of Pakistan Medical Students. 2013, 3: 54-60.
17.
go back to reference Felker BL, Barnes RF, Greenberg DM, Chaney EF, Shores MM, Gillespie-Gateley L, et al: Preliminary outcomes from an integrated mental health primary care team. Psychiatr Serv. 2004, 55: 442-444. 10.1176/appi.ps.55.4.442.CrossRefPubMed Felker BL, Barnes RF, Greenberg DM, Chaney EF, Shores MM, Gillespie-Gateley L, et al: Preliminary outcomes from an integrated mental health primary care team. Psychiatr Serv. 2004, 55: 442-444. 10.1176/appi.ps.55.4.442.CrossRefPubMed
18.
go back to reference Sharma VK, Wilkinson G, Dowrick C, Church E, White S: Developing mental health services in a primary care setting: liverpool primary care mental health project. Int J Soc Psychiatry. 2001, 47: 16-29. 10.1177/002076400104700402.CrossRefPubMed Sharma VK, Wilkinson G, Dowrick C, Church E, White S: Developing mental health services in a primary care setting: liverpool primary care mental health project. Int J Soc Psychiatry. 2001, 47: 16-29. 10.1177/002076400104700402.CrossRefPubMed
19.
go back to reference Zielinski A, Hakansson A, Jurgutis A, Ovhed I, Halling A: Differences in referral rates to specialised health care from four primary health care models in Klaipeda, Lithuania. BMC Fam Pract. 2008, 9: 63-10.1186/1471-2296-9-63.CrossRefPubMedPubMedCentral Zielinski A, Hakansson A, Jurgutis A, Ovhed I, Halling A: Differences in referral rates to specialised health care from four primary health care models in Klaipeda, Lithuania. BMC Fam Pract. 2008, 9: 63-10.1186/1471-2296-9-63.CrossRefPubMedPubMedCentral
20.
21.
go back to reference Ringberg U, Fleten N, Deraas TS, Hasvold T, Førde O: High referral rates to secondary care by general practitioners in Norway are associated with GP gender and specialist qualifications in family medicine, a study of 4350 consultations. BMC Health Serv Res. 2013, 13: 147-10.1186/1472-6963-13-147.CrossRefPubMedPubMedCentral Ringberg U, Fleten N, Deraas TS, Hasvold T, Førde O: High referral rates to secondary care by general practitioners in Norway are associated with GP gender and specialist qualifications in family medicine, a study of 4350 consultations. BMC Health Serv Res. 2013, 13: 147-10.1186/1472-6963-13-147.CrossRefPubMedPubMedCentral
22.
go back to reference Forrest CB, Nutting PA, Von Schrader S, Rohde C, Starfield B: Primary care physician specialty referral decision making: patient, physician, and health care system determinants. Med Decis Making. 2006, 14: 76-85.CrossRef Forrest CB, Nutting PA, Von Schrader S, Rohde C, Starfield B: Primary care physician specialty referral decision making: patient, physician, and health care system determinants. Med Decis Making. 2006, 14: 76-85.CrossRef
23.
go back to reference Kilminster S, Downes J, Gough B, Murdoch-Eaton D, Roberts T: Women in medicine-is there a problem? A literature review of the changing gender composition, structures and occupational cultures in medicine. Med Educ. 2007, 41: 39-49. 10.1111/j.1365-2929.2006.02645.x.CrossRefPubMed Kilminster S, Downes J, Gough B, Murdoch-Eaton D, Roberts T: Women in medicine-is there a problem? A literature review of the changing gender composition, structures and occupational cultures in medicine. Med Educ. 2007, 41: 39-49. 10.1111/j.1365-2929.2006.02645.x.CrossRefPubMed
Metadata
Title
What is the impact of primary care model type on specialist referral rates? A cross-sectional study
Authors
Clare Liddy
Jatinderpreet Singh
Ryan Kelly
Simone Dahrouge
Monica Taljaard
Jamie Younger
Publication date
01-12-2014
Publisher
BioMed Central
Published in
BMC Primary Care / Issue 1/2014
Electronic ISSN: 2731-4553
DOI
https://doi.org/10.1186/1471-2296-15-22

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