Skip to main content
Erschienen in:

01.03.2023 | Original Research Article

Patient Preferences for Attributes that Characterise Alternative Models of Care in Gastroenterology: A Discrete Choice Experiment

verfasst von: Rumbidzai N. Mutsekwa, Katrina L. Campbell, Russell Canavan, Brendan Mulhern, Rebecca L. Angus, Joshua M. Byrnes

Erschienen in: The Patient - Patient-Centered Outcomes Research | Ausgabe 2/2023

Einloggen, um Zugang zu erhalten

Abstract

Objectives

Increased demand for gastroenterology services has resulted in growing waitlists, with patients at risk of exceeding clinically recommended wait-times. Given limited healthcare resources, expanded scope models of care are an option to help address this demand, but little is known about patient preferences for these models of care.

Methods

Low-risk gastroenterology patients (n = 1198) referred to an outpatient tertiary service in Australia over a 2-year period were invited to participate in an unlabelled discrete choice experiment with seven attributes: primary healthcare professional, wait-time, continuity of care, consultation length, manner and communication skills, reassurance, and cost. These were developed using qualitative research, literature review, and stakeholders’ experiences. A d-efficient fractional design was used to construct four blocks of 12 choice sets, with two alternatives. A 13th choice set was included as a data and quality check. Latent class and mixed logit regression were used for analysis. The resulting preference parameters for individual attributes were then used to calculate willingness to pay and willingness to wait.

Results

Overall, the model based on the 347 respondents suggested no strong preference for professional background. All other attributes were statistically significant predictors of preference (p < 0.001), with respondents willing to make significant trade-offs (time and cost) before accepting deterioration in attributes. There was strong emphasis on manner and communication skills, with a clinician who listens and provides good explanations overwhelmingly the most important attribute. Latent class analysis identified two patient segments who differed in their preference for the primary treating healthcare professional (doctor or dietitian) based on exposure to either traditional medical or non-medical professional role substitution model.

Conclusions

Patients have strong but varied preferences for gastroenterology services based on whether they have been exposed to expanded scope models of care. Design and implementation of new models of care need to consider strategies to overcome any perceived loss in utility or deterioration in healthcare quality for those unfamiliar with professional role substitution.
Anhänge
Nur mit Berechtigung zugänglich
Literatur
1.
Zurück zum Zitat Baker A. Crossing the quality chasm: a new health system for the 21st century, vol. 323. Berlin: British Medical Journal Publishing Group; 2001. Baker A. Crossing the quality chasm: a new health system for the 21st century, vol. 323. Berlin: British Medical Journal Publishing Group; 2001.
2.
Zurück zum Zitat OECD. Waiting times for health services. 2020 OECD. Waiting times for health services. 2020
3.
Zurück zum Zitat Siciliani L, Hurst J. Tackling excessive waiting times for elective surgery: a comparative analysis of policies in 12 OECD countries. Health Policy. 2005;72(2):201–15.CrossRefPubMed Siciliani L, Hurst J. Tackling excessive waiting times for elective surgery: a comparative analysis of policies in 12 OECD countries. Health Policy. 2005;72(2):201–15.CrossRefPubMed
4.
Zurück zum Zitat Chang AY, et al. Past, present, and future of global health financing: a review of development assistance, government, out-of-pocket, and other private spending on health for 195 countries, 1995–2050. Lancet. 2019;393(10187):2233–60.CrossRef Chang AY, et al. Past, present, and future of global health financing: a review of development assistance, government, out-of-pocket, and other private spending on health for 195 countries, 1995–2050. Lancet. 2019;393(10187):2233–60.CrossRef
5.
Zurück zum Zitat Duckett SJ. Health workforce design for the 21st century. Aust Health Rev. 2005;29(2):201–10.CrossRefPubMed Duckett SJ. Health workforce design for the 21st century. Aust Health Rev. 2005;29(2):201–10.CrossRefPubMed
6.
Zurück zum Zitat Allen JI, Aldrich L, Moote M. Building a team-based gastroenterology practice with advanced practice providers. Gastroenterol Hepatol. 2019;15(4):213. Allen JI, Aldrich L, Moote M. Building a team-based gastroenterology practice with advanced practice providers. Gastroenterol Hepatol. 2019;15(4):213.
7.
Zurück zum Zitat Riegert M, et al. Experience of nurse practitioners performing colonoscopy after endoscopic training in more than 1,000 patients. Endosc Int Open. 2020;8(10):E1423–8.CrossRefPubMedPubMedCentral Riegert M, et al. Experience of nurse practitioners performing colonoscopy after endoscopic training in more than 1,000 patients. Endosc Int Open. 2020;8(10):E1423–8.CrossRefPubMedPubMedCentral
8.
Zurück zum Zitat Duffield C, et al. Nurse-performed endoscopy: implications for the nursing profession in Australia. Policy Polit Nurs Pract. 2017;18(1):36–43.CrossRefPubMed Duffield C, et al. Nurse-performed endoscopy: implications for the nursing profession in Australia. Policy Polit Nurs Pract. 2017;18(1):36–43.CrossRefPubMed
9.
Zurück zum Zitat Hui AJ, et al. Comparison of colonoscopic performance between medical and nurse endoscopists: a non-inferiority randomised controlled study in Asia. Gut. 2015;64(7):1058–62.CrossRefPubMed Hui AJ, et al. Comparison of colonoscopic performance between medical and nurse endoscopists: a non-inferiority randomised controlled study in Asia. Gut. 2015;64(7):1058–62.CrossRefPubMed
10.
Zurück zum Zitat Massl R, et al. Comparing quality, safety, and costs of colonoscopies performed by nurse vs physician trainees. Clin Gastroenterol Hepatol. 2014;12(3):470–7.CrossRefPubMed Massl R, et al. Comparing quality, safety, and costs of colonoscopies performed by nurse vs physician trainees. Clin Gastroenterol Hepatol. 2014;12(3):470–7.CrossRefPubMed
11.
Zurück zum Zitat Pathmakanthan S, et al. Nurse endoscopists in United Kingdom health care: a survey of prevalence, skills and attitudes. J Adv Nurs. 2001;36(5):705–10.CrossRefPubMed Pathmakanthan S, et al. Nurse endoscopists in United Kingdom health care: a survey of prevalence, skills and attitudes. J Adv Nurs. 2001;36(5):705–10.CrossRefPubMed
12.
Zurück zum Zitat Mulder C, et al. Nurse endoscopists in South Africa 2020–2025. South Afr Gastroenterol Rev. 2019;17(3):9–12. Mulder C, et al. Nurse endoscopists in South Africa 2020–2025. South Afr Gastroenterol Rev. 2019;17(3):9–12.
13.
Zurück zum Zitat Mutsekwa RN, et al. Dietitian first gastroenterology clinic: an initiative to reduce wait lists and wait times for gastroenterology outpatients in a tertiary hospital service. Front Gastroenterol. 2019;10(3):229–35.CrossRef Mutsekwa RN, et al. Dietitian first gastroenterology clinic: an initiative to reduce wait lists and wait times for gastroenterology outpatients in a tertiary hospital service. Front Gastroenterol. 2019;10(3):229–35.CrossRef
14.
Zurück zum Zitat Lomer MC. The role of a consultant dietitian in gastroenterology in the United Kingdom. Nutr Today. 2009;44(4):174–9.CrossRef Lomer MC. The role of a consultant dietitian in gastroenterology in the United Kingdom. Nutr Today. 2009;44(4):174–9.CrossRef
15.
Zurück zum Zitat O’Morain N, O’Morain C. The burden of digestive disease across Europe: facts and policies. Dig Liver Dis. 2019;51(1):1–3.CrossRefPubMed O’Morain N, O’Morain C. The burden of digestive disease across Europe: facts and policies. Dig Liver Dis. 2019;51(1):1–3.CrossRefPubMed
16.
Zurück zum Zitat Telford JJ, et al. Patients’ experiences and priorities for accessing gastroenterology care. J Can Assoc Gastroenterol. 2021;4(1):3–9.CrossRefPubMed Telford JJ, et al. Patients’ experiences and priorities for accessing gastroenterology care. J Can Assoc Gastroenterol. 2021;4(1):3–9.CrossRefPubMed
17.
18.
Zurück zum Zitat Mutsekwa RN, et al. A dietitian-first gastroenterology clinic results in improved symptoms and quality of life in patients referred to a tertiary gastroenterology service. Clin Nutr ESPEN. 2019;33:188–94.CrossRefPubMed Mutsekwa RN, et al. A dietitian-first gastroenterology clinic results in improved symptoms and quality of life in patients referred to a tertiary gastroenterology service. Clin Nutr ESPEN. 2019;33:188–94.CrossRefPubMed
19.
Zurück zum Zitat Mutsekwa R, et al. Health service usage and re-referral rates: comparison of a dietitian-first clinic with a medical specialist-first model of care in a cohort of gastroenterology patients. Front Gastroenterol. 2021;12(3):175–81.CrossRef Mutsekwa R, et al. Health service usage and re-referral rates: comparison of a dietitian-first clinic with a medical specialist-first model of care in a cohort of gastroenterology patients. Front Gastroenterol. 2021;12(3):175–81.CrossRef
20.
Zurück zum Zitat Moayyedi P, et al. Establishing patient preferences for gastroenterology clinic reorganization using conjoint analysis. Eur J Gastroenterol Hepatol. 2002;14(4):429–33.CrossRefPubMed Moayyedi P, et al. Establishing patient preferences for gastroenterology clinic reorganization using conjoint analysis. Eur J Gastroenterol Hepatol. 2002;14(4):429–33.CrossRefPubMed
22.
Zurück zum Zitat de Bekker-Grob EW, Ryan M, Gerard K. Discrete choice experiments in health economics: a review of the literature. Health Econ. 2012;21(2):145–72.CrossRefPubMed de Bekker-Grob EW, Ryan M, Gerard K. Discrete choice experiments in health economics: a review of the literature. Health Econ. 2012;21(2):145–72.CrossRefPubMed
23.
Zurück zum Zitat Soekhai V, et al. Discrete choice experiments in health economics: past, present and future. Pharmacoeconomics. 2019;37(2):201–26.CrossRefPubMed Soekhai V, et al. Discrete choice experiments in health economics: past, present and future. Pharmacoeconomics. 2019;37(2):201–26.CrossRefPubMed
24.
Zurück zum Zitat Schaarschmidt M-L, et al. Patient preferences for psoriasis treatments: process characteristics can outweigh outcome attributes. Arch Dermatol. 2011;147(11):1285–94.CrossRefPubMed Schaarschmidt M-L, et al. Patient preferences for psoriasis treatments: process characteristics can outweigh outcome attributes. Arch Dermatol. 2011;147(11):1285–94.CrossRefPubMed
25.
Zurück zum Zitat Mutsekwa RN, et al. Measuring performance of professional role substitution models of care against traditional medical care in healthcare—A systematic review. J Eval Clin Pract. 2022;28(2):208–17.CrossRefPubMed Mutsekwa RN, et al. Measuring performance of professional role substitution models of care against traditional medical care in healthcare—A systematic review. J Eval Clin Pract. 2022;28(2):208–17.CrossRefPubMed
27.
Zurück zum Zitat Donabedian A. Evaluating the quality of medical care. Milbank Mem Fund Q. 1966;44(3):166–206.CrossRef Donabedian A. Evaluating the quality of medical care. Milbank Mem Fund Q. 1966;44(3):166–206.CrossRef
28.
29.
Zurück zum Zitat Kleij K-S, et al. Patients’ preferences for primary health care—a systematic literature review of discrete choice experiments. BMC Health Serv Res. 2017;17(1):1–12.CrossRef Kleij K-S, et al. Patients’ preferences for primary health care—a systematic literature review of discrete choice experiments. BMC Health Serv Res. 2017;17(1):1–12.CrossRef
32.
Zurück zum Zitat Hensher DA, et al. Applied choice analysis: a primer. Cambridge: Cambridge University Press; 2005.CrossRef Hensher DA, et al. Applied choice analysis: a primer. Cambridge: Cambridge University Press; 2005.CrossRef
33.
Zurück zum Zitat Pearmain D, Kroes EP. Stated preference techniques: a guide to practice. 1990. Pearmain D, Kroes EP. Stated preference techniques: a guide to practice. 1990.
34.
Zurück zum Zitat de Bekker-Grob EW, et al. Sample size requirements for discrete-choice experiments in healthcare: a practical guide. Patient-Patient-Centered Outcomes Res. 2015;8(5):373–84.CrossRef de Bekker-Grob EW, et al. Sample size requirements for discrete-choice experiments in healthcare: a practical guide. Patient-Patient-Centered Outcomes Res. 2015;8(5):373–84.CrossRef
35.
Zurück zum Zitat Greene WH, Hensher DA. A latent class model for discrete choice analysis: contrasts with mixed logit. Transport Res Part B Methodol. 2003;37(8):681–98.CrossRef Greene WH, Hensher DA. A latent class model for discrete choice analysis: contrasts with mixed logit. Transport Res Part B Methodol. 2003;37(8):681–98.CrossRef
36.
Zurück zum Zitat Zhou M, Thayer WM, Bridges JF. Using latent class analysis to model preference heterogeneity in health: a systematic review. Pharmacoeconomics. 2018;36(2):175–87.CrossRefPubMed Zhou M, Thayer WM, Bridges JF. Using latent class analysis to model preference heterogeneity in health: a systematic review. Pharmacoeconomics. 2018;36(2):175–87.CrossRefPubMed
37.
Zurück zum Zitat Lancsar E, Louviere J, Flynn T. Several methods to investigate relative attribute impact in stated preference experiments. Soc Sci Med. 2007;64(8):1738–53.CrossRefPubMed Lancsar E, Louviere J, Flynn T. Several methods to investigate relative attribute impact in stated preference experiments. Soc Sci Med. 2007;64(8):1738–53.CrossRefPubMed
38.
Zurück zum Zitat Johnson FR, Yang J-C, Reed SD. The internal validity of discrete choice experiment data: a testing tool for quantitative assessments. Value in Health. 2019;22(2):157–60.CrossRefPubMed Johnson FR, Yang J-C, Reed SD. The internal validity of discrete choice experiment data: a testing tool for quantitative assessments. Value in Health. 2019;22(2):157–60.CrossRefPubMed
40.
Zurück zum Zitat Larkins AS, Windsor AV, Trebble TM. An evaluation of patient attitudes to the gastroenterology outpatient experience. Eur J Gastroenterol Hepatol. 2013;25(1):44–55.CrossRefPubMed Larkins AS, Windsor AV, Trebble TM. An evaluation of patient attitudes to the gastroenterology outpatient experience. Eur J Gastroenterol Hepatol. 2013;25(1):44–55.CrossRefPubMed
41.
Zurück zum Zitat Roshandel D, et al. Internet use by a referral gastroenterology clinic population and their medical information preferences. Int J Med Inform. 2005;74(6):447–59.CrossRefPubMed Roshandel D, et al. Internet use by a referral gastroenterology clinic population and their medical information preferences. Int J Med Inform. 2005;74(6):447–59.CrossRefPubMed
42.
Zurück zum Zitat Turner D, et al. Do patients value continuity of care in general practice? An investigation using stated preference discrete choice experiments. J Health Serv Res Policy. 2007;12(3):132–7.CrossRefPubMed Turner D, et al. Do patients value continuity of care in general practice? An investigation using stated preference discrete choice experiments. J Health Serv Res Policy. 2007;12(3):132–7.CrossRefPubMed
43.
Zurück zum Zitat Gray DJP, et al. Continuity of care with doctors—a matter of life and death? A systematic review of continuity of care and mortality. BMJ Open. 2018;8(6): e021161.CrossRef Gray DJP, et al. Continuity of care with doctors—a matter of life and death? A systematic review of continuity of care and mortality. BMJ Open. 2018;8(6): e021161.CrossRef
45.
Zurück zum Zitat Rolfe A, Burton C. Reassurance after diagnostic testing with a low pretest probability of serious disease: systematic review and meta-analysis. JAMA Intern Med. 2013;173(6):407–16.CrossRefPubMed Rolfe A, Burton C. Reassurance after diagnostic testing with a low pretest probability of serious disease: systematic review and meta-analysis. JAMA Intern Med. 2013;173(6):407–16.CrossRefPubMed
46.
Zurück zum Zitat Drossman DA, et al. Health status by gastrointestinal diagnosis and abuse history. Gastroenterology. 1996;110(4):999–1007.CrossRefPubMed Drossman DA, et al. Health status by gastrointestinal diagnosis and abuse history. Gastroenterology. 1996;110(4):999–1007.CrossRefPubMed
47.
Zurück zum Zitat Lucock M, et al. Responses of consecutive patients to reassurance after gastroscopy: results of self administered questionnaire survey. BMJ. 1997;315(7108):572–5.CrossRefPubMedPubMedCentral Lucock M, et al. Responses of consecutive patients to reassurance after gastroscopy: results of self administered questionnaire survey. BMJ. 1997;315(7108):572–5.CrossRefPubMedPubMedCentral
49.
Zurück zum Zitat Gerard K, et al. Reviewing emergency care systems 2: measuring patient preferences using a discrete choice experiment. Emerg Med J. 2004;21(6):692–7.CrossRefPubMedPubMedCentral Gerard K, et al. Reviewing emergency care systems 2: measuring patient preferences using a discrete choice experiment. Emerg Med J. 2004;21(6):692–7.CrossRefPubMedPubMedCentral
50.
Zurück zum Zitat Harris P, et al. The Australian public’s preferences for emergency care alternatives and the influence of the presenting context: a discrete choice experiment. BMJ Open. 2015;5(4): e006820.CrossRefPubMedPubMedCentral Harris P, et al. The Australian public’s preferences for emergency care alternatives and the influence of the presenting context: a discrete choice experiment. BMJ Open. 2015;5(4): e006820.CrossRefPubMedPubMedCentral
51.
Zurück zum Zitat Strull WM, Lo B, Charles G. Do patients want to participate in medical decision making? JAMA. 1984;252(21):2990–4.CrossRefPubMed Strull WM, Lo B, Charles G. Do patients want to participate in medical decision making? JAMA. 1984;252(21):2990–4.CrossRefPubMed
52.
Zurück zum Zitat Janssen EM, et al. Improving the quality of discrete-choice experiments in health: how can we assess validity and reliability? Expert Rev Pharmacoecon Outcomes Res. 2017;17(6):531–42.CrossRefPubMed Janssen EM, et al. Improving the quality of discrete-choice experiments in health: how can we assess validity and reliability? Expert Rev Pharmacoecon Outcomes Res. 2017;17(6):531–42.CrossRefPubMed
Metadaten
Titel
Patient Preferences for Attributes that Characterise Alternative Models of Care in Gastroenterology: A Discrete Choice Experiment
verfasst von
Rumbidzai N. Mutsekwa
Katrina L. Campbell
Russell Canavan
Brendan Mulhern
Rebecca L. Angus
Joshua M. Byrnes
Publikationsdatum
01.03.2023
Verlag
Springer International Publishing
Erschienen in
The Patient - Patient-Centered Outcomes Research / Ausgabe 2/2023
Print ISSN: 1178-1653
Elektronische ISSN: 1178-1661
DOI
https://doi.org/10.1007/s40271-022-00609-4