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Published in: PharmacoEconomics 10/2012

01-10-2012 | Original Research Article

Patient Preferences for Community Pharmacy Asthma Services

A Discrete Choice Experiment

Authors: Ms Pradnya Naik-Panvelkar, Carol Armour, John M. Rose, Bandana Saini

Published in: PharmacoEconomics | Issue 10/2012

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Abstract

Background: Specialized community pharmacy services, involving the provision of disease state management and care by pharmacists, have been developed and trialled and have demonstrated very good health outcomes. Most of these services have been developed from a healthcare professional perspective. However, for the future uptake and long-term sustainability of these services as well as for better and sustained health outcomes for patients, it is vital to gain an understanding of patients’ preferences. We can then structure healthcare services to match these preferences and needs rather than around clinical viewpoints alone.
Objective: The aim of this study was to elicit patient preferences for pharmacy-based specialized asthma services using a discrete choice experiment and to explore the value/importance that patients place on the different attributes of the asthma service. The existence of preference heterogeneity in the population was also investigated.
Methods: The study was conducted with asthma patients who had recently experienced a specialized asthma management service at their pharmacy in New South Wales, Australia. Pharmacists delivering the asthma service mailed out the discrete choice questionnaires to participating patients at the end of 6 months of service provision. A latent class (LC) model was used to investigate each patient’s strength of preference and preference heterogeneity for several key attributes related to asthma service provision: frequency of visits, access to pharmacist, interaction with pharmacy staff, availability of a private area for consultation, provision of lung function testing, type and depth of advice provision, number of days with asthma symptoms and cost of service.
Results: Eighty useable questionnaires (of 170 questionnaires sent out) were received (response rate 47.1%). The study identified various key elements of asthma services important to patients. Further, the LC analysis revealed three classes with differing patient preferences for levels of asthma service provision. Patients in the Minimalistic Model class valued provision of lung function testing and preferred more frequent service visits. Cost of service had a negative effect on service preference for patients in this class. Patients in the Partial Model class mainly derived utility from the provision of lung function testing and comprehensive advice at the pharmacy and also wanted more frequent service visits. The Holistic Model class patients considered all attributes of the service to be important when making a choice. While the majority of the service attributes had a positive effect on preference for patients in this class, cost of service and days with symptoms of asthma had a negative effect on service preference. These patients also preferred fewer service visits.
Conclusion: The study identified various key attributes that are important to patients with respect to community pharmacy-based asthma services. The results also demonstrate the existence of preference heterogeneity in the population. Asthma service providers need to take these findings into consideration in the design and development of future service models so as to increase their uptake and ensure their long-term sustainability.
Literature
1.
go back to reference Australian Centre for Asthma Monitoring. Asthma in Australia 2008. AIHW Asthma Series no. 3. Cat. no. ACM 14. Canberra (ACT): AIHW, 2008. Australian Centre for Asthma Monitoring. Asthma in Australia 2008. AIHW Asthma Series no. 3. Cat. no. ACM 14. Canberra (ACT): AIHW, 2008.
2.
go back to reference Holland RW, Nimmo CM. Transitions, part 1: beyond pharmaceutical care. Am J Health Syst Pharm 1999 Sep 1; 156 (17): 1758–64. Holland RW, Nimmo CM. Transitions, part 1: beyond pharmaceutical care. Am J Health Syst Pharm 1999 Sep 1; 156 (17): 1758–64.
3.
go back to reference Benrimoj SI, Frommer MS. Community pharmacy in Australia. Aust Health Rev 2004 Nov 8; 28 (2): 238–46.CrossRefPubMed Benrimoj SI, Frommer MS. Community pharmacy in Australia. Aust Health Rev 2004 Nov 8; 28 (2): 238–46.CrossRefPubMed
4.
go back to reference Petkova VB. Pharmaceutical care for asthma patients: a community pharmacy-based pilot project. Allergy Asthma Proc 2008 Jan–Feb; 29 (1): 55–61.CrossRefPubMed Petkova VB. Pharmaceutical care for asthma patients: a community pharmacy-based pilot project. Allergy Asthma Proc 2008 Jan–Feb; 29 (1): 55–61.CrossRefPubMed
5.
go back to reference Mangiapane S, Schulz M, Muhlig S, et al. Community pharmacy-based pharmaceutical care for asthma patients. Ann Pharmacother 2005 Nov; 39 (11): 1817–22.CrossRefPubMed Mangiapane S, Schulz M, Muhlig S, et al. Community pharmacy-based pharmaceutical care for asthma patients. Ann Pharmacother 2005 Nov; 39 (11): 1817–22.CrossRefPubMed
6.
go back to reference Emmerton L, Shaw J, Kheir N. Asthma management by New Zealand pharmacists: a pharmaceutical care demonstration project. J Clin Pharm Ther 2003 Oct; 28 (5): 395–402.CrossRefPubMed Emmerton L, Shaw J, Kheir N. Asthma management by New Zealand pharmacists: a pharmaceutical care demonstration project. J Clin Pharm Ther 2003 Oct; 28 (5): 395–402.CrossRefPubMed
7.
go back to reference Cordina M, McElnay JC, Hughes CM. Assessment of a community pharmacy-based program for patients with asthma. Pharmacotherapy 2001 Oct; 21 (10): 1196–203.CrossRefPubMed Cordina M, McElnay JC, Hughes CM. Assessment of a community pharmacy-based program for patients with asthma. Pharmacotherapy 2001 Oct; 21 (10): 1196–203.CrossRefPubMed
8.
go back to reference Saini B, Krass I, Armour C. Development, implementation, and evaluation of a community pharmacy-based asthma care model. Ann Pharmacother 2004 Nov; 38 (11): 1954–60.CrossRefPubMed Saini B, Krass I, Armour C. Development, implementation, and evaluation of a community pharmacy-based asthma care model. Ann Pharmacother 2004 Nov; 38 (11): 1954–60.CrossRefPubMed
9.
go back to reference Armour C, Bosnic-Anticevich S, Brillant M, et al. Pharmacy Asthma Care Program (PACP) improves outcomes for patients in the community. Thorax 2007 Jun; 62 (6): 496–502.PubMedCentralCrossRefPubMed Armour C, Bosnic-Anticevich S, Brillant M, et al. Pharmacy Asthma Care Program (PACP) improves outcomes for patients in the community. Thorax 2007 Jun; 62 (6): 496–502.PubMedCentralCrossRefPubMed
10.
go back to reference George SZ, Robinson ME. Preference, expectation, and satisfaction in a clinical trial of behavioral interventions for acute and sub-acute low back pain. J Pain 2010 Nov; 11 (11): 1074–82.PubMedCentralCrossRefPubMed George SZ, Robinson ME. Preference, expectation, and satisfaction in a clinical trial of behavioral interventions for acute and sub-acute low back pain. J Pain 2010 Nov; 11 (11): 1074–82.PubMedCentralCrossRefPubMed
13.
go back to reference Ryan M, Bate A, Eastmond CJ, et al. Use of discrete choice experiments to elicit preferences. Qual Health Care 2001 Sep; 10 Suppl. 1: 55–60.CrossRef Ryan M, Bate A, Eastmond CJ, et al. Use of discrete choice experiments to elicit preferences. Qual Health Care 2001 Sep; 10 Suppl. 1: 55–60.CrossRef
14.
go back to reference Ryan M, Gerard K. Using discrete choice experiments to value health care programmes: current practice and future research reflections. Appl Health Econ Health Policy 2003; 2 (1): 55–64.PubMed Ryan M, Gerard K. Using discrete choice experiments to value health care programmes: current practice and future research reflections. Appl Health Econ Health Policy 2003; 2 (1): 55–64.PubMed
15.
go back to reference Eberth B, Watson V, Ryan M, et al. Does one size fit all? Investigating heterogeneity in men’s preferences for benign prostatic hyperplasia treatment using mixed logit analysis. Med Decis Making 2009 Nov–Dec; 29 (6): 707–15.CrossRefPubMed Eberth B, Watson V, Ryan M, et al. Does one size fit all? Investigating heterogeneity in men’s preferences for benign prostatic hyperplasia treatment using mixed logit analysis. Med Decis Making 2009 Nov–Dec; 29 (6): 707–15.CrossRefPubMed
16.
go back to reference Hole AR. Modelling heterogeneity in patients’ preferences for the attributes of a general practitioner appointment. J Health Econ 2008 Jul; 27 (4): 1078–94.CrossRefPubMed Hole AR. Modelling heterogeneity in patients’ preferences for the attributes of a general practitioner appointment. J Health Econ 2008 Jul; 27 (4): 1078–94.CrossRefPubMed
17.
go back to reference Train K. Mixed logit. In: Train K, editor. Discrete choice methods with simulation. 2nd ed. New York: Cambridge University Press; 2009: 134–50.CrossRef Train K. Mixed logit. In: Train K, editor. Discrete choice methods with simulation. 2nd ed. New York: Cambridge University Press; 2009: 134–50.CrossRef
18.
go back to reference Greene WH, Hensher DA. A latent class model for discrete choice analysis: contrasts with mixed logit. Transport Res B 2003; 37: 681–98.CrossRef Greene WH, Hensher DA. A latent class model for discrete choice analysis: contrasts with mixed logit. Transport Res B 2003; 37: 681–98.CrossRef
19.
go back to reference Hensher DA, Greene WH. The mixed logit model: the state of practice. Transportation 2003; 30 (2): 133–76.CrossRef Hensher DA, Greene WH. The mixed logit model: the state of practice. Transportation 2003; 30 (2): 133–76.CrossRef
20.
go back to reference Lancsar EJ, Hall JP, King M, et al. Using discrete choice experiments to investigate subject preferences for preventive asthma medication. Respirology 2007 Jan; 12 (1): 127–36.CrossRefPubMed Lancsar EJ, Hall JP, King M, et al. Using discrete choice experiments to investigate subject preferences for preventive asthma medication. Respirology 2007 Jan; 12 (1): 127–36.CrossRefPubMed
21.
go back to reference Grindrod KA, Marra CA, Colley L, et al. Pharmacists’ preferences for providing patient-centered services: a discrete choice experiment to guide health policy. Ann Pharmacother 2010 Oct; 44 (10): 1554–64.CrossRefPubMed Grindrod KA, Marra CA, Colley L, et al. Pharmacists’ preferences for providing patient-centered services: a discrete choice experiment to guide health policy. Ann Pharmacother 2010 Oct; 44 (10): 1554–64.CrossRefPubMed
22.
go back to reference Mentzakis E, Ryan M, McNamee P. Using discrete choice experiments to value informal care tasks: exploring preference heterogeneity. Health Econ 2011 Aug; 20 (8): 930–44.CrossRefPubMed Mentzakis E, Ryan M, McNamee P. Using discrete choice experiments to value informal care tasks: exploring preference heterogeneity. Health Econ 2011 Aug; 20 (8): 930–44.CrossRefPubMed
23.
go back to reference Lloyd A, Doyle S, Dewilde S, et al. Preferences and utilities for the symptoms of moderate to severe allergic asthma. Eur J Health Econ 2008 Aug; 9 (3): 275–84.CrossRefPubMed Lloyd A, Doyle S, Dewilde S, et al. Preferences and utilities for the symptoms of moderate to severe allergic asthma. Eur J Health Econ 2008 Aug; 9 (3): 275–84.CrossRefPubMed
24.
go back to reference Lloyd A, McIntosh E, Rabe KF, et al. Patient preferences for asthma therapy: a discrete choice experiment. Prim Care Resp J 2007 Aug; 16 (4): 241–8. Lloyd A, McIntosh E, Rabe KF, et al. Patient preferences for asthma therapy: a discrete choice experiment. Prim Care Resp J 2007 Aug; 16 (4): 241–8.
25.
go back to reference McTaggart-Cowan HM, Shi P, Fitzgerald JM, et al. An evaluation of patients’ willingness to trade symptom-free days for asthma-related treatment risks: a discrete choice experiment. J Asthma 2008 Oct; 45 (8): 630–8.CrossRefPubMed McTaggart-Cowan HM, Shi P, Fitzgerald JM, et al. An evaluation of patients’ willingness to trade symptom-free days for asthma-related treatment risks: a discrete choice experiment. J Asthma 2008 Oct; 45 (8): 630–8.CrossRefPubMed
27.
go back to reference Ratcliffe J, Van Haselen R, Buxton M, et al. Assessing patients’ preferences for characteristics associated with homeopathic and conventional treatment of asthma: a conjoint analysis study. Thorax 2002 Jun; 57 (6): 503–8.PubMedCentralCrossRefPubMed Ratcliffe J, Van Haselen R, Buxton M, et al. Assessing patients’ preferences for characteristics associated with homeopathic and conventional treatment of asthma: a conjoint analysis study. Thorax 2002 Jun; 57 (6): 503–8.PubMedCentralCrossRefPubMed
28.
go back to reference Ryan M. Using conjoint analysis to take account of patient preferences and go beyond health outcomes: an application to in vitro fertilisation. Soc Sci Med 1999 Feb; 48 (4): 535–46.CrossRefPubMed Ryan M. Using conjoint analysis to take account of patient preferences and go beyond health outcomes: an application to in vitro fertilisation. Soc Sci Med 1999 Feb; 48 (4): 535–46.CrossRefPubMed
29.
go back to reference Saini B, LeMay K, Emmerton L, et al. Asthma disease management: Australian pharmacists’ interventions improve patients’ asthma knowledge and this is sustained. Patient Educ Couns 2011 Jun; 83 (3): 295–302.CrossRefPubMed Saini B, LeMay K, Emmerton L, et al. Asthma disease management: Australian pharmacists’ interventions improve patients’ asthma knowledge and this is sustained. Patient Educ Couns 2011 Jun; 83 (3): 295–302.CrossRefPubMed
30.
go back to reference Gordois A, Armour C, Brillant M, et al. Cost-effectiveness analysis of a Pharmacy Asthma Care Program in Australia. Dis Manag Health Outcomes 2007; 15 (6): 387–96.CrossRef Gordois A, Armour C, Brillant M, et al. Cost-effectiveness analysis of a Pharmacy Asthma Care Program in Australia. Dis Manag Health Outcomes 2007; 15 (6): 387–96.CrossRef
31.
go back to reference Naik Panvelkar P, Armour C, Saini B. Community pharmacy-based asthma services: what do patients prefer? J Asthma 2010 Dec; 47 (10): 1085–93.CrossRefPubMed Naik Panvelkar P, Armour C, Saini B. Community pharmacy-based asthma services: what do patients prefer? J Asthma 2010 Dec; 47 (10): 1085–93.CrossRefPubMed
32.
go back to reference Louviere JJ, Hensher DA, Swait JD. Stated choice methods: analysis and application. Cambridge: Cambridge University Press, 2000.CrossRef Louviere JJ, Hensher DA, Swait JD. Stated choice methods: analysis and application. Cambridge: Cambridge University Press, 2000.CrossRef
34.
go back to reference Street DJ, Burgess L. The construction of optimal stated choice experiments: theory and methods. Hoboken (NJ): Wiley, 2007.CrossRef Street DJ, Burgess L. The construction of optimal stated choice experiments: theory and methods. Hoboken (NJ): Wiley, 2007.CrossRef
36.
go back to reference NLOGIT Version 4.0 reference guide. Castle Hill (NSW): Econometric software, Inc., 2009. NLOGIT Version 4.0 reference guide. Castle Hill (NSW): Econometric software, Inc., 2009.
37.
go back to reference McFadden D. Conditional logit analysis of qualitative choice behaviour. In: Zarembka P, editor. Frontiers of econometrics. New York: Academic Press, 1974. McFadden D. Conditional logit analysis of qualitative choice behaviour. In: Zarembka P, editor. Frontiers of econometrics. New York: Academic Press, 1974.
38.
go back to reference Dennis SM, Zwar NA, Marks JB. Diagnosing asthma in adults in primary care: a qualitative study of Australian GP’s experiences. Prim Care Resp J 2010 Mar; 19 (1): 52–6. Dennis SM, Zwar NA, Marks JB. Diagnosing asthma in adults in primary care: a qualitative study of Australian GP’s experiences. Prim Care Resp J 2010 Mar; 19 (1): 52–6.
39.
go back to reference Rabe KF, Vermeire PA, Soriano JB, et al. Clinical management of asthma in 1999: the Asthma Insights and Reality in Europe (AIRE) study. Eur Respir J 2000 Nov; 16 (5): 802–7.CrossRefPubMed Rabe KF, Vermeire PA, Soriano JB, et al. Clinical management of asthma in 1999: the Asthma Insights and Reality in Europe (AIRE) study. Eur Respir J 2000 Nov; 16 (5): 802–7.CrossRefPubMed
40.
go back to reference Salkeld G, Ryan M, Short L. The veil of experience: do consumers prefer what they know best? Health Econ 2000 Apr; 9 (3): 267–70.CrossRefPubMed Salkeld G, Ryan M, Short L. The veil of experience: do consumers prefer what they know best? Health Econ 2000 Apr; 9 (3): 267–70.CrossRefPubMed
41.
go back to reference Anderson C, Blenkinsopp A, Armstrong M. Feedback from community pharmacy users on the contribution of community pharmacy to improving the public’s health: a systematic review of the peer reviewed and non-peer reviewed literature 1990–2002. Health Expect 2004 Sep; 7 (3): 191–202.CrossRefPubMed Anderson C, Blenkinsopp A, Armstrong M. Feedback from community pharmacy users on the contribution of community pharmacy to improving the public’s health: a systematic review of the peer reviewed and non-peer reviewed literature 1990–2002. Health Expect 2004 Sep; 7 (3): 191–202.CrossRefPubMed
42.
go back to reference Amsler MR, Murray MD, Tierney WM, et al. Pharmaceutical care in chain pharmacies: beliefs and attitudes of pharmacists and patients. J Am Pharm Assoc 2001 Nov–Dec; 41 (6): 850–5. Amsler MR, Murray MD, Tierney WM, et al. Pharmaceutical care in chain pharmacies: beliefs and attitudes of pharmacists and patients. J Am Pharm Assoc 2001 Nov–Dec; 41 (6): 850–5.
43.
go back to reference Bednarczyk RA, Nadeau JA, Davis CF, et al. Privacy in the pharmacy environment: analysis of observations from inside the pharmacy. J Am Pharm Assoc 2010 May–Jun; 50 (3): 362–7.CrossRef Bednarczyk RA, Nadeau JA, Davis CF, et al. Privacy in the pharmacy environment: analysis of observations from inside the pharmacy. J Am Pharm Assoc 2010 May–Jun; 50 (3): 362–7.CrossRef
44.
go back to reference Partridge MR. The asthma consultation: what is important? Curr Med Res Opin 2005 Aug; 21 (4): 11–7.CrossRef Partridge MR. The asthma consultation: what is important? Curr Med Res Opin 2005 Aug; 21 (4): 11–7.CrossRef
46.
go back to reference Caress AL, Luker K, Woodcock A, et al. An exploratory study of priority information needs in adult asthma patients. Patient Educ Couns 2002 Aug; 47 (4): 319–27.CrossRefPubMed Caress AL, Luker K, Woodcock A, et al. An exploratory study of priority information needs in adult asthma patients. Patient Educ Couns 2002 Aug; 47 (4): 319–27.CrossRefPubMed
47.
go back to reference Ross CJ, Williams BA, Low G, et al. Perceptions about self-management among people with severe asthma. J Asthma 2010 Apr; 47 (3): 330–6.CrossRefPubMed Ross CJ, Williams BA, Low G, et al. Perceptions about self-management among people with severe asthma. J Asthma 2010 Apr; 47 (3): 330–6.CrossRefPubMed
48.
go back to reference Cvetkovski B, Armour C, Bosnic-Anticevich S. Asthma management in rural New South Wales: perceptions of health care professionals and people with asthma. Aust J Rural Health 2009 Aug; 17 (4): 195–200.CrossRefPubMed Cvetkovski B, Armour C, Bosnic-Anticevich S. Asthma management in rural New South Wales: perceptions of health care professionals and people with asthma. Aust J Rural Health 2009 Aug; 17 (4): 195–200.CrossRefPubMed
49.
go back to reference van der Pol M, Shiell A, Au F, et al. Eliciting individual preferences for health care: a case study of perinatal care. Health Expect 2010 Mar; 13 (1): 4–12.CrossRefPubMed van der Pol M, Shiell A, Au F, et al. Eliciting individual preferences for health care: a case study of perinatal care. Health Expect 2010 Mar; 13 (1): 4–12.CrossRefPubMed
Metadata
Title
Patient Preferences for Community Pharmacy Asthma Services
A Discrete Choice Experiment
Authors
Ms Pradnya Naik-Panvelkar
Carol Armour
John M. Rose
Bandana Saini
Publication date
01-10-2012
Publisher
Springer International Publishing
Published in
PharmacoEconomics / Issue 10/2012
Print ISSN: 1170-7690
Electronic ISSN: 1179-2027
DOI
https://doi.org/10.2165/11594350-000000000-00000

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