IDEAS home Printed from https://ideas.repec.org/a/plo/pone00/0292308.html

Patient preferences and cost-benefit of hypertension and hyperlipidemia collaborative management model between pharmacies and primary care in Portugal: A discrete choice experiment alongside a trial (USFarmácia®)

Author

Listed:
  • Suzete Costa
  • José Guerreiro
  • Inês Teixeira
  • Dennis K Helling
  • Céu Mateus
  • João Pereira

Abstract

Background: Little is known about patient preferences and the value of pharmacy-collaborative disease management with primary care using technology-driven interprofessional communication under real-world conditions. Discrete Choice Experiments (DCEs) are useful for quantifying preferences for non-market services. Objectives: 1) To explore variation in patient preferences and estimate willingness-to-accept annual cost to the National Health Service (NHS) for attributes of a collaborative intervention trial between pharmacies and primary care using a trial exit DCE interview; 2) to incorporate a DCE into an economic evaluation using cost-benefit analysis (CBA). Methods: We performed a DCE telephone interview with a sample of hypertension and hyperlipidemia trial patients 12 months after trial onset. We used five attributes (levels): waiting time to get urgent/not urgent medical appointment (7 days/45 days; 48 hrs./30 days; same day/15 days), model of pharmacy intervention (5-min. counter basic check; 15-min. office every 3 months for BP and medication review of selected medicines; 30-min. office every 6 months for comprehensive measurements and medication review of all medicines), integration with primary care (weak; partial; full), chance of having a stroke in 5 years (same; slightly lower; much lower), and annual cost to the NHS (0€; 30€; 51€; 76€). We used an experimental orthogonal fractional factorial design. Data were analyzed using conditional logit. We subtracted the estimated annual incremental trial costs from the mean WTA (Net Benefit) for CBA. Results: A total of 122 patients completed the survey. Waiting time to get medical appointment—on the same day (urgent) and within 15 days (non-urgent)—was the most important attribute, followed by 30-minute pharmacy intervention in private office every 6 months for point-of-care measurements and medication review of all medicines, and full integration with primary care. The cost attribute was not significant. Intervention patients were willing to accept the NHS annual cost of €877 for their preferred scenario. The annual net benefit per patient is €788.20 and represents the monetary value of patients’ welfare surplus for this model. Conclusions: This study is the first conducted in Portugal alongside a pharmacy collaborative trial, incorporating DCE into CBA. The findings can be used to guide the design of pharmacy collaborative interventions with primary care with the potential for reimbursement for uncontrolled or at-risk chronic disease patients informed by patient preferences. Future DCE studies conducted in community pharmacy may provide additional contributions. Trial registration: Current Controlled Trials (ISRCTN): ISRCTN13410498, retrospectively registered on 12 December 2018.

Suggested Citation

  • Suzete Costa & José Guerreiro & Inês Teixeira & Dennis K Helling & Céu Mateus & João Pereira, 2023. "Patient preferences and cost-benefit of hypertension and hyperlipidemia collaborative management model between pharmacies and primary care in Portugal: A discrete choice experiment alongside a trial (USFarmácia®)," PLOS ONE, Public Library of Science, vol. 18(10), pages 1-20, October.
  • Handle: RePEc:plo:pone00:0292308
    DOI: 10.1371/journal.pone.0292308
    as

    Download full text from publisher

    File URL: https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0292308
    Download Restriction: no

    File URL: https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0292308&type=printable
    Download Restriction: no

    File URL: https://libkey.io/10.1371/journal.pone.0292308?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. McIntosh, Emma & Clarke, Philip & Frew, Emma & Louviere, Jordan (ed.), 2010. "Applied Methods of Cost-Benefit Analysis in Health Care," OUP Catalogue, Oxford University Press, number 9780199237128.
    2. Jesús Martín-Fernández & Mª Isabel del Cura-González & Gemma Rodríguez-Martínez & Gloria Ariza-Cardiel & Javier Zamora & Tomás Gómez-Gascón & Elena Polentinos-Castro & Francisco Javier Pérez-Rivas & J, 2013. "Economic Valuation of Health Care Services in Public Health Systems: A Study about Willingness to Pay (WTP) for Nursing Consultations," PLOS ONE, Public Library of Science, vol. 8(4), pages 1-9, April.
    3. Rochelle Guttmann & Ryan Castle & Denzil G. Fiebig, 2009. "Use of Discrete Choice Experiments in health economics: An update of the literature," Working Papers 2009/2, CHERE, University of Technology, Sydney.
    4. Gin Nie Chua & Christine Bond & Terry Porteous & Mandy Ryan, 2022. "Will the Public Engage with New Pharmacy Roles? Assessing Future Uptake of a Community Pharmacy Health Check Using a Discrete Choice Experiment," The Patient: Patient-Centered Outcomes Research, Springer;International Academy of Health Preference Research, vol. 15(4), pages 473-483, July.
    5. Michela Tinelli & Mandy Ryan & Christine Bond, 2016. "What, who and when? Incorporating a discrete choice experiment into an economic evaluation," Health Economics Review, Springer, vol. 6(1), pages 1-9, December.
    6. Arne Risa Hole, 2007. "A comparison of approaches to estimating confidence intervals for willingness to pay measures," Health Economics, John Wiley & Sons, Ltd., vol. 16(8), pages 827-840, August.
    7. Marta Trapero-Bertran & Beatriz Rodríguez-Martín & Julio López-Bastida, 2019. "What attributes should be included in a discrete choice experiment related to health technologies? A systematic literature review," PLOS ONE, Public Library of Science, vol. 14(7), pages 1-15, July.
    8. van de Pol, Jeroen M. & Heringa, Mette & Koster, Ellen S. & Bouvy, Marcel L., 2021. "Preferences of patients regarding community pharmacy services: A discrete choice experiment," Health Policy, Elsevier, vol. 125(11), pages 1415-1420.
    9. Rakhee Raghunandan & Kirsten Howard & Carlo A. Marra & June Tordoff & Alesha Smith, 2022. "Identifying New Zealand Public Preferences for Pharmacist Prescribers in Primary Care: A Discrete Choice Experiment," The Patient: Patient-Centered Outcomes Research, Springer;International Academy of Health Preference Research, vol. 15(1), pages 77-92, January.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. David J. Mott & Laura Ternent & Luke Vale, 2023. "Do preferences differ based on respondent experience of a health issue and its treatment? A case study using a public health intervention," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 24(3), pages 413-423, April.
    2. Melanie Lefevre, 2011. "Willingness-to-pay for Local Milk-based Dairy Product in Senegal," CREPP Working Papers 1108, Centre de Recherche en Economie Publique et de la Population (CREPP) (Research Center on Public and Population Economics) HEC-Management School, University of Liège.
    3. Scaccia, Luisa & Marcucci, Edoardo & Gatta, Valerio, 2023. "Prediction and confidence intervals of willingness-to-pay for mixed logit models," Transportation Research Part B: Methodological, Elsevier, vol. 167(C), pages 54-78.
    4. Joachim Marti, 2012. "Assessing preferences for improved smoking cessation medications: a discrete choice experiment," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 13(5), pages 533-548, October.
    5. Gyrd-Hansen, Dorte & Kjær, Trine & Nielsen, Jytte Seested, 2016. "The value of mortality risk reductions. Pure altruism - a confounder?," DaCHE discussion papers 2016:5, University of Southern Denmark, Dache - Danish Centre for Health Economics.
    6. Ting Li & Robert J. Kauffman & Eric van Heck & Peter Vervest & Benedict G. C. Dellaert, 2014. "Consumer Informedness and Firm Information Strategy," Information Systems Research, INFORMS, vol. 25(2), pages 345-363, June.
    7. Determann, Domino & Lambooij, Mattijs S. & de Bekker-Grob, Esther W. & Hayen, Arthur P. & Varkevisser, Marco & Schut, Frederik T. & Wit, G. Ardine de, 2016. "What health plans do people prefer? The trade-off between premium and provider choice," Social Science & Medicine, Elsevier, vol. 165(C), pages 10-18.
    8. Sagebiel, Julian & Müller, Jakob R. & Rommel, Jens, 2013. "Are Consumers Willing to Pay More for Electricity from Cooperatives? Results from an Online Choice Experiment in Germany," MPRA Paper 52385, University Library of Munich, Germany.
    9. Johanna Lena Dahlhausen & Cam Rungie & Jutta Roosen, 2018. "Value of labeling credence attributes—common structures and individual preferences," Agricultural Economics, International Association of Agricultural Economists, vol. 49(6), pages 741-751, November.
    10. Martey, E., 2018. "Heterogeneous Demand for Quality Soybean in Northern Ghana," 2018 Conference, July 28-August 2, 2018, Vancouver, British Columbia 277013, International Association of Agricultural Economists.
    11. Leslie Richardson & John B. Loomis & Patricia A. Champ, 2013. "Valuing Morbidity from Wildfire Smoke Exposure: A Comparison of Revealed and Stated Preference Techniques," Land Economics, University of Wisconsin Press, vol. 89(1), pages 76-100.
    12. Rhiannon Tudor Edwards & Catherine Louise Lawrence, 2021. "‘What You See is All There is’: The Importance of Heuristics in Cost-Benefit Analysis (CBA) and Social Return on Investment (SROI) in the Evaluation of Public Health Interventions," Applied Health Economics and Health Policy, Springer, vol. 19(5), pages 653-664, September.
    13. Emmanouil Mentzakis & Mandy Ryan & Paul McNamee, 2011. "Using discrete choice experiments to value informal care tasks: exploring preference heterogeneity," Health Economics, John Wiley & Sons, Ltd., vol. 20(8), pages 930-944, August.
    14. Don Husereau & Michael Drummond & Stavros Petrou & Dan Greenberg & Josephine Mauskopf & Federico Augustovski & Andrew Briggs & David Moher & Elizabeth Loder & Chris Carswell, 2015. "Reply to Roberts et al.: CHEERS is Sufficient for Reporting Cost-Benefit Analysis, but May Require Further Elaboration," PharmacoEconomics, Springer, vol. 33(5), pages 535-536, May.
    15. Menapace, Luisa & Raffaelli, Roberta, 2020. "Unraveling hypothetical bias in discrete choice experiments," Journal of Economic Behavior & Organization, Elsevier, vol. 176(C), pages 416-430.
    16. Sotirios Thanos & Mark Wardman & Abigail Bristow, 2011. "Valuing Aircraft Noise: Stated Choice Experiments Reflecting Inter-Temporal Noise Changes from Airport Relocation," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 50(4), pages 559-583, December.
    17. Lippi Bruni, Matteo & Ugolini, Cristina & Verzulli, Rossella, 2021. "Should I wait or should I go? Travelling versus waiting for better healthcare," Regional Science and Urban Economics, Elsevier, vol. 89(C).
    18. Carnegie, Rachel & Wang, Holly & Widmar, Nicole & Ortega, David, 2014. "Consumer Preferences for Quality and Safety Attributes of Duck in Restaurant Entrees: Is China A Viable Market for The U.S. Duck Industry?," 2014 Annual Meeting, July 27-29, 2014, Minneapolis, Minnesota 170717, Agricultural and Applied Economics Association.
    19. Aditya, Korekallu Srinivasa & Dagmar, Mithöfer, 2024. "Understanding Farmers' Policy Preferences for Solar Powered Irrigation Systems in Karnataka, India: A Choice Experiment Approach," IAAE 2024 Conference, August 2-7, 2024, New Delhi, India 344382, International Association of Agricultural Economists (IAAE).
    20. Savchenko, Olesya M. & Kecinski, Maik & Li, Tongzhe & Messer, Kent D. & Xu, Huidong, 2018. "Fresh foods irrigated with recycled water: A framed field experiment on consumer responses," Food Policy, Elsevier, vol. 80(C), pages 103-112.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:plo:pone00:0292308. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: plosone (email available below). General contact details of provider: https://journals.plos.org/plosone/ .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.