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Published in: BMC Health Services Research 1/2018

Open Access 01-12-2018 | Research article

Comparing GPs’ risk attitudes for their own health and for their patients’ : a troubling discrepancy?

Authors: Antoine Nebout, Marie Cavillon, Bruno Ventelou

Published in: BMC Health Services Research | Issue 1/2018

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Abstract

Background

In this paper, we report the results of risk attitudes elicitation of a French general practitioners national representative sample (N=1568).

Methods

Willingness to take risks in four different domains (daily life, financial matters, own health and patient health) was collected through a large-scale telephone interview of GPs using self-reported 11-point Likert scale questions.

Results

We uncover some specificities of the GPs population regarding their attitudes towards risk. In particular, we detect an important positive gap between their willingness to take risks in the domain of their own health and in the domain of the heath of their patients. This “patient-regarding” risk aversion is discussed with respect to its important consequences regarding medical behavior bias.

Conclusions

We confirm the self-other discrepancy found in the medical literature on physicians’ behaviors and emphasize the utility of the study and measures of personality traits such as “risk attitudes” for the medical professions and for the population they address.
Footnotes
1
An example of field study on surgeons is presented in [43].
 
2
House calls and at the practice.
 
3
The cutting points were chosen by quartiles defined on the number of acts per year: First quartile-limit is 2849 acts per year, and defines the upper-bound for first quartile (GP with low level of activity). The third quartile is 5494 acts per year and defines the lower-bound for the fourth quartile (GP with high level of activity). The middle class is between 2849 and 5494 acts and defines the 50% of the GPs who have an “intermediary” level of activity.
 
4
We also add the “in the different domains of the daily life” in the general domain following requests from many interviewees of the pilot asking for more details on this specific question.
 
5
The remaining 336 GPs of the Pays de la Loire oversample were proposed another questionnaire with specific questions on regional issues.
 
6
This suggests that own perceptions of the appropriateness of risk taking also affects behavior towards patients.
 
7
This result holds using the continuous age variable in the regression instead of the stratification age variable described above.
 
8
The highest volume of activity (>5494) has a significant positive impact on the willingness to take risks in the financial domain. This could be explained by the fact that GPs with higher activity are wealthier and consequently take more risks [17].
 
9
Note that, in 2004, french women GPs were earning 33% less than men GPs [44].
 
10
This result is contradictory with studies showing that some GPs may be, in practice, take too many risks on behalf of the patients which can lead to detrimental consequences for the patients [45, 46].
 
11
Such risk seeking behavior of GPs concerning their own health is consistent with studies showing that physicians are reluctant to seek help for their own medical issues [47, 48].
 
12
For patient’s health, p=0.18 for the unpaired t-test between the two conditions, p=0.29 for physicians’ health and p=0.84 for the difference between patients’ and physicians’ health.
 
13
We recognize that GPs’ way of responding to the questions may be a reflection of an internalized narrative effect regarding the asymmetrical patient-physician-relationship and the identity of a physician [49]. Only a mirror study with cross collection of data, both on patient’s preferences and on the GPs beliefs of the patient’s preferences could clarify this point.
 
14
And eventually in their ability to correctly threat and interpret this information (although [18] emphasize that doctors may also fall into systematic biases in their statistical analysis).
 
15
GPs might also have better cognitive abilities than the general population, thus explaining the gap because, as suggested by a referee, cognitive performance and risk attitudes may be related [50].
 
16
As suggested by a referee, a test for differential item functioning would be relevant for the likert scale question assessing willingness to take risks in the health domain as it cannot be excluded that this item functions differently in the general population and in GPs.
 
17
Actually, the reader has to accept the idea that a complex issue such as willingness to take a risk on behalf of a patient can be measured by one question phrased in general terms whereas patients’ recommandation behavior relies on the GP’s self-awareness concerning a complex pattern of motives. This is anyway in the line of the results of Dohmen et al (19), who coined the principle that a simple scale elicitation tool could be as efficient as a complex tool, when collecting attitudes toward risk.
 
Literature
1.
go back to reference Green EP. Payment systems in the healthcare industry: An experimental study of physician incentives. J Econ Behav Organ. 2014; 106(0):367–78.CrossRef Green EP. Payment systems in the healthcare industry: An experimental study of physician incentives. J Econ Behav Organ. 2014; 106(0):367–78.CrossRef
2.
go back to reference Hennig-Schmidt H, Wiesen D. Other-regarding behavior and motivation in health care provision: An experiment with medical and non-medical students. Soc Sci Med. 2014; 108(0):156–65.CrossRefPubMed Hennig-Schmidt H, Wiesen D. Other-regarding behavior and motivation in health care provision: An experiment with medical and non-medical students. Soc Sci Med. 2014; 108(0):156–65.CrossRefPubMed
3.
go back to reference Kahneman D, Tversky A. Prospect theory: An analysis of decision under risk. Econometrica. 1979; 47:263–91.CrossRef Kahneman D, Tversky A. Prospect theory: An analysis of decision under risk. Econometrica. 1979; 47:263–91.CrossRef
4.
go back to reference Bonin H, Dohmen T, Falk A, Huffman D, Sunde U. Cross-sectional earnings risk and occupational sorting: The role of risk attitudes. Labour Econ. 2007; 14(6):926–37. Education and Risk S.I.CrossRef Bonin H, Dohmen T, Falk A, Huffman D, Sunde U. Cross-sectional earnings risk and occupational sorting: The role of risk attitudes. Labour Econ. 2007; 14(6):926–37. Education and Risk S.I.CrossRef
5.
go back to reference Skriabikova OJ, Dohmen T, Kriechel B. New evidence on the relationship between risk attitudes and self-employment. Labour Econ. 2014; 30:176–84.CrossRef Skriabikova OJ, Dohmen T, Kriechel B. New evidence on the relationship between risk attitudes and self-employment. Labour Econ. 2014; 30:176–84.CrossRef
6.
go back to reference Richter D, Metzing M, Weinhardt M, Schupp J. SOEP scales manual. Berlin. 2013:138. Richter D, Metzing M, Weinhardt M, Schupp J. SOEP scales manual. Berlin. 2013:138.
7.
go back to reference Bovier PA, Martin DP, Perneger TV. Cost-consciousness among Swiss doctors: a cross-sectional survey. BMC Health Serv Res. 2005; 5(1):1–8.CrossRef Bovier PA, Martin DP, Perneger TV. Cost-consciousness among Swiss doctors: a cross-sectional survey. BMC Health Serv Res. 2005; 5(1):1–8.CrossRef
8.
go back to reference Laws RA, Kirby SE, Davies GPP, Williams AM, Jayasinghe UW, Amoroso CL, et al. “Should I and Can I?”: A mixed methods study of clinician beliefs and attitudes in the management of lifestyle risk factors in primary health care. BMC Health Serv Res. 2008; 8(1):1–10.CrossRef Laws RA, Kirby SE, Davies GPP, Williams AM, Jayasinghe UW, Amoroso CL, et al. “Should I and Can I?”: A mixed methods study of clinician beliefs and attitudes in the management of lifestyle risk factors in primary health care. BMC Health Serv Res. 2008; 8(1):1–10.CrossRef
9.
go back to reference Cvengros JA, Christensen AJ, Hillis SL, Rosenthal GE, Patient and physician attitudes in the health care context: Attitudinal symmetry predicts patient satisfaction and adherence. Ann Behav Med. 2007; 33(3):262–8.CrossRefPubMed Cvengros JA, Christensen AJ, Hillis SL, Rosenthal GE, Patient and physician attitudes in the health care context: Attitudinal symmetry predicts patient satisfaction and adherence. Ann Behav Med. 2007; 33(3):262–8.CrossRefPubMed
10.
go back to reference Zikmund-Fisher BJ, Sarr B, Fagerlin A, Ubel PA. A matter of perspective: choosing for others differs from choosing for yourself in making treatment decisions. J Gen Intern Med. 2006; 21(6):618–22.CrossRefPubMedPubMedCentral Zikmund-Fisher BJ, Sarr B, Fagerlin A, Ubel PA. A matter of perspective: choosing for others differs from choosing for yourself in making treatment decisions. J Gen Intern Med. 2006; 21(6):618–22.CrossRefPubMedPubMedCentral
11.
go back to reference PA U, AM A, BJ ZF. Physicians recommend different treatments for patients than they would choose for themselves. Arch Intern Med. 2011; 171(7):630–4. PA U, AM A, BJ ZF. Physicians recommend different treatments for patients than they would choose for themselves. Arch Intern Med. 2011; 171(7):630–4.
12.
go back to reference Stone ER, Yates AJ, Caruthers AS. Risk Taking in Decision Making for Others Versus the Self1. J Appl Soc Psychol. 2002; 32(9):1797–824.CrossRef Stone ER, Yates AJ, Caruthers AS. Risk Taking in Decision Making for Others Versus the Self1. J Appl Soc Psychol. 2002; 32(9):1797–824.CrossRef
13.
go back to reference Andersson O, Holm HJ, Tyran JR, Wengström E. Deciding for others reduces loss aversion. Manag Sci. 2014; 62(1):29–36. Andersson O, Holm HJ, Tyran JR, Wengström E. Deciding for others reduces loss aversion. Manag Sci. 2014; 62(1):29–36.
14.
go back to reference Wray LD, Stone ER. The role of self-esteem and anxiety in decision making for self versus others in relationships. J Behav Decis Mak. 2005; 18(2):125–44.CrossRef Wray LD, Stone ER. The role of self-esteem and anxiety in decision making for self versus others in relationships. J Behav Decis Mak. 2005; 18(2):125–44.CrossRef
15.
go back to reference Stone ER, Choi Y, de Bruin WB, Mandel DR. I can take the risk, but you should be safe: Self-other differences in situations involving physical safety. Judgment Dec Making. 2013; 8(3):250. Stone ER, Choi Y, de Bruin WB, Mandel DR. I can take the risk, but you should be safe: Self-other differences in situations involving physical safety. Judgment Dec Making. 2013; 8(3):250.
16.
go back to reference Hanoch Y, Johnson JG, Wilke A. Domain specificity in experimental measures and participant recruitment: An application to risk-taking behavior. Psychol Sci. 2006; 17(4):300–4.CrossRefPubMed Hanoch Y, Johnson JG, Wilke A. Domain specificity in experimental measures and participant recruitment: An application to risk-taking behavior. Psychol Sci. 2006; 17(4):300–4.CrossRefPubMed
17.
go back to reference Dohmen T, Falk A, Huffman D, Sunde U, Schupp J, Wagner GG. Individual Risk Attitudes: Measurement, Determinants, And Behavioral Consequences. J Eur Econ Assoc Eur Econ Assoc. 2011; 9(3):522–50.CrossRef Dohmen T, Falk A, Huffman D, Sunde U, Schupp J, Wagner GG. Individual Risk Attitudes: Measurement, Determinants, And Behavioral Consequences. J Eur Econ Assoc Eur Econ Assoc. 2011; 9(3):522–50.CrossRef
18.
go back to reference Gigerenzer G, Gray JAM. Better Doctors, Better Patients, Better Decisions. Envisioning Health Care 2020. Cambridge: The MIT Press; 2014. Gigerenzer G, Gray JAM. Better Doctors, Better Patients, Better Decisions. Envisioning Health Care 2020. Cambridge: The MIT Press; 2014.
19.
go back to reference Ubel PA, Angott AM, Zikmund-Fisher BJ. Physicians recommend different treatments for patients than they would choose for themselves. Arch Intern Med. 2011; 171(7):630–4.CrossRefPubMed Ubel PA, Angott AM, Zikmund-Fisher BJ. Physicians recommend different treatments for patients than they would choose for themselves. Arch Intern Med. 2011; 171(7):630–4.CrossRefPubMed
20.
go back to reference Atanasov P, Anderson BL, Cain J, Schulkin J, Dana J. Comparing Physicians Personal Prevention Practices and Their Recommendations to Patients. J Healthc Qual. 2013. n/a–n/a. Atanasov P, Anderson BL, Cain J, Schulkin J, Dana J. Comparing Physicians Personal Prevention Practices and Their Recommendations to Patients. J Healthc Qual. 2013. n/a–n/a.
21.
go back to reference Van Wijck EEE, Bosch JL, Hunink MGM. Time-tradeoff Values and Standard-gamble Utilities Assessed during Telephone Interviews versus Face-to-face Interviews. Med Dec Making. 1998; 18(4):400–5.CrossRef Van Wijck EEE, Bosch JL, Hunink MGM. Time-tradeoff Values and Standard-gamble Utilities Assessed during Telephone Interviews versus Face-to-face Interviews. Med Dec Making. 1998; 18(4):400–5.CrossRef
22.
go back to reference Eckel CC, Grossman PJ. Men, and Women and Risk Aversion: Experimental Evidence. vol. 1 of Handbook of Experimental Economics Results, Elsevier; 2008, pp. 1061–73. Eckel CC, Grossman PJ. Men, and Women and Risk Aversion: Experimental Evidence. vol. 1 of Handbook of Experimental Economics Results, Elsevier; 2008, pp. 1061–73.
23.
go back to reference Croson R, Gneezy U.Gender Differences in Preferences. J Econ Lit. 2009; 47(2):448–74.CrossRef Croson R, Gneezy U.Gender Differences in Preferences. J Econ Lit. 2009; 47(2):448–74.CrossRef
24.
go back to reference Byrnes JP, Miller DC, Schafer WD. Gender differences in risk taking: A meta-analysis. Psychol Bull. 1999; 125(3):367–83.CrossRef Byrnes JP, Miller DC, Schafer WD. Gender differences in risk taking: A meta-analysis. Psychol Bull. 1999; 125(3):367–83.CrossRef
25.
go back to reference Powell M, Ansic D. Gender differences in risk behaviour in financial decision-making: An experimental analysis. J Econ Psychol. 1997; 18(6):605–28.CrossRef Powell M, Ansic D. Gender differences in risk behaviour in financial decision-making: An experimental analysis. J Econ Psychol. 1997; 18(6):605–28.CrossRef
26.
go back to reference Rolison JJ, Hanoch Y, Wood S, Liu PJ. Risk-taking differences across the adult life span: a question of age and domain. J Gerontol Ser B Psychol Sci Soc Sci. 2013; 69(6):870–s80.CrossRef Rolison JJ, Hanoch Y, Wood S, Liu PJ. Risk-taking differences across the adult life span: a question of age and domain. J Gerontol Ser B Psychol Sci Soc Sci. 2013; 69(6):870–s80.CrossRef
27.
go back to reference Barsky RB, Juster FT, Kimball MS, Shapiro MD. Parameters Preference and Behavioral Heterogeneity: An Experimental Approach in the Health and Retirement Study. Q J Econ. 1997; 112(2):537–79.CrossRef Barsky RB, Juster FT, Kimball MS, Shapiro MD. Parameters Preference and Behavioral Heterogeneity: An Experimental Approach in the Health and Retirement Study. Q J Econ. 1997; 112(2):537–79.CrossRef
28.
go back to reference Mata R, Josef AK, Hertwig R. Propensity for risk taking across the life span and around the globe. Psychol Sci. 2016; 27(2):231–43.CrossRefPubMed Mata R, Josef AK, Hertwig R. Propensity for risk taking across the life span and around the globe. Psychol Sci. 2016; 27(2):231–43.CrossRefPubMed
29.
go back to reference Mamerow L, Frey R, Mata R. Risk taking across the life span: A comparison of self-report and behavioral measures of risk taking. Psychol Aging. 2016; 31(7):711.CrossRefPubMed Mamerow L, Frey R, Mata R. Risk taking across the life span: A comparison of self-report and behavioral measures of risk taking. Psychol Aging. 2016; 31(7):711.CrossRefPubMed
30.
go back to reference Bonsang E, Dohmen T. Risk attitude and cognitive aging. J Econ Behav Org. 2015; 112:112–26.CrossRef Bonsang E, Dohmen T. Risk attitude and cognitive aging. J Econ Behav Org. 2015; 112:112–26.CrossRef
31.
go back to reference Tymula A, Rosenberg Belmaker LA, Ruderman L, Glimcher PW, Levy I. Like cognitive function, decision making across the life span shows profound age-related changes. Proc Natl Acad Sci. 2013; 110(42):17143–8.CrossRefPubMedPubMedCentral Tymula A, Rosenberg Belmaker LA, Ruderman L, Glimcher PW, Levy I. Like cognitive function, decision making across the life span shows profound age-related changes. Proc Natl Acad Sci. 2013; 110(42):17143–8.CrossRefPubMedPubMedCentral
32.
go back to reference Thaler RH, Sunstein CR. Nudge : improving decisions about health, wealth, and happiness.Yale University Press; 2008. Thaler RH, Sunstein CR. Nudge : improving decisions about health, wealth, and happiness.Yale University Press; 2008.
33.
go back to reference McGuire TG. Physician agency In: Culyer AJ, Newhouse JP, editors. Handbook of Health Economics. vol. 1. 1st ed. Elsevier: 2000. p. 461–536. McGuire TG. Physician agency In: Culyer AJ, Newhouse JP, editors. Handbook of Health Economics. vol. 1. 1st ed. Elsevier: 2000. p. 461–536.
34.
go back to reference Nebout A, Kemel E, Ventelou B. French GPs lab-test prescription behaviour and the shape of the utility-function under risk: a two-stage structural model. Working paper.2018. Nebout A, Kemel E, Ventelou B. French GPs lab-test prescription behaviour and the shape of the utility-function under risk: a two-stage structural model. Working paper.2018.
35.
go back to reference Prosser LA, Wittenberg E. Do Risk Attitudes Differ across Domains and Respondent Types?Med Dec Making. 2007; 27(3):281–7.CrossRef Prosser LA, Wittenberg E. Do Risk Attitudes Differ across Domains and Respondent Types?Med Dec Making. 2007; 27(3):281–7.CrossRef
36.
go back to reference Michel-Lepage A, Ventelou B, Nebout A, Verger P, Pulcini C. Cross-sectional survey: risk-averse French GPs use more rapid-antigen diagnostic tests in tonsillitis in children. BMJ Open. 2013;3(10). Michel-Lepage A, Ventelou B, Nebout A, Verger P, Pulcini C. Cross-sectional survey: risk-averse French GPs use more rapid-antigen diagnostic tests in tonsillitis in children. BMJ Open. 2013;3(10).
37.
go back to reference Massin S, Ventelou B, Nebout A, Verger P, Pulcini C. Cross-sectional survey: Risk-averse French general practitioners are more favourable towards influenza vaccination. Vaccine. 2015; 33(5):610–4.CrossRefPubMed Massin S, Ventelou B, Nebout A, Verger P, Pulcini C. Cross-sectional survey: Risk-averse French general practitioners are more favourable towards influenza vaccination. Vaccine. 2015; 33(5):610–4.CrossRefPubMed
38.
go back to reference Massin S, Nebout A, Ventelou B. Predicting medical practices using various risk attitude measures. In: The European Journal of Health Economics.2017. Massin S, Nebout A, Ventelou B. Predicting medical practices using various risk attitude measures. In: The European Journal of Health Economics.2017.
39.
go back to reference Hajjaj F, Salek M, Basra M, Finlay A.Non-clinical influences on clinical decision-making: a major challenge to evidence-based practice. J R Soc Med. 2010; 103(5):178–87.CrossRefPubMedPubMedCentral Hajjaj F, Salek M, Basra M, Finlay A.Non-clinical influences on clinical decision-making: a major challenge to evidence-based practice. J R Soc Med. 2010; 103(5):178–87.CrossRefPubMedPubMedCentral
40.
go back to reference Whitney SN, Holmes-Rovner M, Brody H, Schneider C, McCullough LB, Volk RJ, et al. Beyond Shared Decision Making: An Expanded Typology of Medical Decisions. Med Dec Making. 2008; 28(5):699–705.CrossRef Whitney SN, Holmes-Rovner M, Brody H, Schneider C, McCullough LB, Volk RJ, et al. Beyond Shared Decision Making: An Expanded Typology of Medical Decisions. Med Dec Making. 2008; 28(5):699–705.CrossRef
41.
go back to reference Mulley AG, Trimble C, Elwyn G. Stop the silent misdiagnosis: patients’ preferences matter. BMJ. 2012; 345:345.CrossRef Mulley AG, Trimble C, Elwyn G. Stop the silent misdiagnosis: patients’ preferences matter. BMJ. 2012; 345:345.CrossRef
42.
go back to reference Kelly-Irving M, Rolland C, Afrite A, Cases C, Dourgnon P, Lombrail P, et al. Patient-physician interaction in general practice and health inequalities in a multidisciplinary study: design, methods and feasibility in the French INTERMEDE study. BMC Health Serv Res. 2009; 9(1):66.CrossRefPubMedPubMedCentral Kelly-Irving M, Rolland C, Afrite A, Cases C, Dourgnon P, Lombrail P, et al. Patient-physician interaction in general practice and health inequalities in a multidisciplinary study: design, methods and feasibility in the French INTERMEDE study. BMC Health Serv Res. 2009; 9(1):66.CrossRefPubMedPubMedCentral
43.
go back to reference Tubbs EP, Elrod JAB, Flum DR. Risk Taking and Tolerance of Uncertainty: Implications for Surgeons. J Surg Res. 2006; 131(1):1–6.CrossRefPubMed Tubbs EP, Elrod JAB, Flum DR. Risk Taking and Tolerance of Uncertainty: Implications for Surgeons. J Surg Res. 2006; 131(1):1–6.CrossRefPubMed
44.
go back to reference Dormont B, Samson AL. Medical demography and intergenerational inequalities in general practitioners’ earnings. Health Econ. 2008; 17(9):1037–55.CrossRefPubMed Dormont B, Samson AL. Medical demography and intergenerational inequalities in general practitioners’ earnings. Health Econ. 2008; 17(9):1037–55.CrossRefPubMed
45.
go back to reference Vedsted P, Olesen F.Are the serious problems in cancer survival partly rooted in gatekeeper principles? An ecologic study. Br J Gen Pract. 2011; 61(589):e508—e512.CrossRefPubMedCentral Vedsted P, Olesen F.Are the serious problems in cancer survival partly rooted in gatekeeper principles? An ecologic study. Br J Gen Pract. 2011; 61(589):e508—e512.CrossRefPubMedCentral
46.
go back to reference Pedersen A, Vedsted P. General practitioners’ anticipated risk of cancer at referral and their attitude to risk taking and to their role as gatekeeper. J Health Serv Res Policy. 2015; 20(4):210—6.CrossRefPubMed Pedersen A, Vedsted P. General practitioners’ anticipated risk of cancer at referral and their attitude to risk taking and to their role as gatekeeper. J Health Serv Res Policy. 2015; 20(4):210—6.CrossRefPubMed
47.
go back to reference Rosvold EO, Bjertness E. Illness behaviour among Norwegian physicians. Scand J Public Health. 2002; 30(2):125–32. PMID: 12028861.CrossRefPubMed Rosvold EO, Bjertness E. Illness behaviour among Norwegian physicians. Scand J Public Health. 2002; 30(2):125–32. PMID: 12028861.CrossRefPubMed
48.
go back to reference Kay M, Mitchell G, Clavarino A, Doust J. Doctors as patients: a systematic review of doctors’ health access and the barriers they experience. Br J Gen Pract. 2008; 58(552):501–8.CrossRefPubMedPubMedCentral Kay M, Mitchell G, Clavarino A, Doust J. Doctors as patients: a systematic review of doctors’ health access and the barriers they experience. Br J Gen Pract. 2008; 58(552):501–8.CrossRefPubMedPubMedCentral
49.
go back to reference Abildsnes E, Walseth LT, Flottorp SA, Stensland PS. Power and powerlessness: GPs’ narratives about lifestyle counselling. Br J Gen Pract. 2012; 62(596):e160—e166.CrossRefPubMedCentral Abildsnes E, Walseth LT, Flottorp SA, Stensland PS. Power and powerlessness: GPs’ narratives about lifestyle counselling. Br J Gen Pract. 2012; 62(596):e160—e166.CrossRefPubMedCentral
50.
go back to reference Dohmen T, Falk A, Huffman D, Sunde U. Are Risk Aversion and Impatience Related to Cognitive Ability?Am Econ Rev. 2010; 100(3):1238–60.CrossRef Dohmen T, Falk A, Huffman D, Sunde U. Are Risk Aversion and Impatience Related to Cognitive Ability?Am Econ Rev. 2010; 100(3):1238–60.CrossRef
Metadata
Title
Comparing GPs’ risk attitudes for their own health and for their patients’ : a troubling discrepancy?
Authors
Antoine Nebout
Marie Cavillon
Bruno Ventelou
Publication date
01-12-2018
Publisher
BioMed Central
Published in
BMC Health Services Research / Issue 1/2018
Electronic ISSN: 1472-6963
DOI
https://doi.org/10.1186/s12913-018-3044-7

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