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Published in: Diabetes Therapy 6/2017

Open Access 01-12-2017 | Original Research

Patient Preferences for Attributes of Type 2 Diabetes Mellitus Medications in Germany and Spain: An Online Discrete-Choice Experiment Survey

Authors: Carol Mansfield, Mirko V. Sikirica, Amy Pugh, Christine M. Poulos, Victoria Unmuessig, Raul Morano, Alan A. Martin

Published in: Diabetes Therapy | Issue 6/2017

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Abstract

Introduction

Understanding patient preferences for attributes of type 2 diabetes mellitus (T2DM) medications may help explain how the attributes differentially affect patient perceptions and behaviors. In this survey, we quantified the relative preferences among patients in Germany and Spain in separate analyses.

Methods

A stated-preference, discrete-choice experiment (DCE) survey was designed to elicit preferences for T2DM treatment attributes among patients with self-reported T2DM and who reported being prescribed T2DM medication for > 2 years. Patients recruited from an online national consumer panel completed an online survey. The survey presented choices between eight pairs of hypothetical T2DM treatments defined by seven attributes: chance of reaching target hemoglobin A1c (HbA1c) level; reduced risk of serious heart attack or stroke; frequency of hypoglycemia; risk of gastrointestinal (GI) problems; weight change; mode of administration (oral or injectable); dosing frequency. Data were analyzed using random-parameters logit. Minimum acceptable benefit (MAB) was defined as the minimum increase in the probability of reaching target HbA1c for which respondents would accept less desirable levels of other attributes.

Results

In Germany and Spain, 474 and 401 respondents completed the survey, respectively. DCE analysis showed that risk of GI problems was most important to German respondents. MAB analysis found that respondents would require a 56 percentage point increase in the probability of reaching their HbA1c target to offset a change from 0% to 30% risk of GI problems. For Spanish respondents, mode of administration was the most important attribute. These respondents would require a 59 percentage point increase in the probability of reaching their HbA1c target to offset moving from oral to injectable medications.

Conclusions

Respondents in Germany and Spain were willing to trade efficacy for improvements in side effects and mode of administration. Given the variety of T2DM medications currently available, the results suggest that careful discussion about patient preferences could help improve patient satisfaction with T2DM treatment.
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Literature
2.
go back to reference Tamayo T, Rosenbauer J, Wild SH, Spijkerman AM, Baan C, Forouhi NG, et al. Diabetes in Europe: an update. Diabetes Res Clin Pract. 2014;103(2):206–17.CrossRefPubMed Tamayo T, Rosenbauer J, Wild SH, Spijkerman AM, Baan C, Forouhi NG, et al. Diabetes in Europe: an update. Diabetes Res Clin Pract. 2014;103(2):206–17.CrossRefPubMed
3.
go back to reference Brinks R, Tamayo T, Kowall B, Rathmann W. Prevalence of type 2 diabetes in Germany in 2040: estimates from an epidemiological model. Eur J Epidemiol. 2012;27(10):791–7.CrossRefPubMed Brinks R, Tamayo T, Kowall B, Rathmann W. Prevalence of type 2 diabetes in Germany in 2040: estimates from an epidemiological model. Eur J Epidemiol. 2012;27(10):791–7.CrossRefPubMed
4.
go back to reference Soriguer F, Goday A, Bosch-Comas A, et al. Prevalence of diabetes mellitus and impaired glucose regulation in Spain: the Di@bet.es Study. Diabetologia. 2012;55(1):88–93.CrossRefPubMed Soriguer F, Goday A, Bosch-Comas A, et al. Prevalence of diabetes mellitus and impaired glucose regulation in Spain: the Di@bet.es Study. Diabetologia. 2012;55(1):88–93.CrossRefPubMed
5.
go back to reference Inzucchi SE, Bergenstal RM, Buse JB, et al. Management of hyperglycemia in type 2 diabetes, 2015: a patient-centered approach: update to a position statement of the American Diabetes Association and the European Association for the Study of Diabetes. Diabetes Care. 2015;38(1):140–9.CrossRefPubMed Inzucchi SE, Bergenstal RM, Buse JB, et al. Management of hyperglycemia in type 2 diabetes, 2015: a patient-centered approach: update to a position statement of the American Diabetes Association and the European Association for the Study of Diabetes. Diabetes Care. 2015;38(1):140–9.CrossRefPubMed
6.
go back to reference Mallory JM, Leiter LA, Wilson TH, Reinhardt RR. Gastrointestinal safety across the albiglutide development program. Diabetes. 2014;63[Suppl 1]: Abstract 1002P. Poster presented at: American Diabetes Association 74th Scientific Sessions; June 13–17, 2014; San Francisco, CA. Mallory JM, Leiter LA, Wilson TH, Reinhardt RR. Gastrointestinal safety across the albiglutide development program. Diabetes. 2014;63[Suppl 1]: Abstract 1002P. Poster presented at: American Diabetes Association 74th Scientific Sessions; June 13–17, 2014; San Francisco, CA.
7.
go back to reference American Diabetes Association standards of medical care in diabetes. Diabetes Care. 2016;39[Suppl 1]:S1–S106. American Diabetes Association standards of medical care in diabetes. Diabetes Care. 2016;39[Suppl 1]:S1–S106.
8.
go back to reference Garber AJ, Abrahamson MJ, Barzilay JI, et al. Consensus statement by the American Association of Clinical Endocrinologists and American College of Endocrinology on the comprehensive type 2 diabetes management algorithm—2016 Executive Summary. Endocr Pract. 2016;22(1):84–113.CrossRefPubMed Garber AJ, Abrahamson MJ, Barzilay JI, et al. Consensus statement by the American Association of Clinical Endocrinologists and American College of Endocrinology on the comprehensive type 2 diabetes management algorithm—2016 Executive Summary. Endocr Pract. 2016;22(1):84–113.CrossRefPubMed
9.
go back to reference Bode B, Shelmet J, Gooch B, et al. Patient perception and use of an insulin injector/glucose monitor combined device. Diabetes Educ. 2004;30(2):301–9.CrossRefPubMed Bode B, Shelmet J, Gooch B, et al. Patient perception and use of an insulin injector/glucose monitor combined device. Diabetes Educ. 2004;30(2):301–9.CrossRefPubMed
10.
go back to reference Wang T, Conrad KA, van Brunt K, Rees TM. Attributes influencing insulin pen preference among caregivers and patients with diabetes who require greater than 20 units of mealtime insulin. J Diabetes Sci Technol. 2016;10(4):923–31.CrossRefPubMedPubMedCentral Wang T, Conrad KA, van Brunt K, Rees TM. Attributes influencing insulin pen preference among caregivers and patients with diabetes who require greater than 20 units of mealtime insulin. J Diabetes Sci Technol. 2016;10(4):923–31.CrossRefPubMedPubMedCentral
11.
go back to reference Clark MD, Determann D, Petrou S, Moro D, de Bekker-Grob EW. Discrete choice experiments in health economics: a review of the literature. Pharmacoeconomics. 2014;32(9):883–902.CrossRefPubMed Clark MD, Determann D, Petrou S, Moro D, de Bekker-Grob EW. Discrete choice experiments in health economics: a review of the literature. Pharmacoeconomics. 2014;32(9):883–902.CrossRefPubMed
12.
go back to reference Hensher DA, Rose JM, Greene WH. Applied choice analysis. Cambridge: Cambridge University Press; 2005.CrossRef Hensher DA, Rose JM, Greene WH. Applied choice analysis. Cambridge: Cambridge University Press; 2005.CrossRef
13.
go back to reference Bridges JF, Hauber AB, Marshall D, et al. Conjoint analysis applications in health—a checklist: a report of the ISPOR Good Research Practices for Conjoint Analysis Task Force. Value Health. 2011;14(4):403–13.CrossRefPubMed Bridges JF, Hauber AB, Marshall D, et al. Conjoint analysis applications in health—a checklist: a report of the ISPOR Good Research Practices for Conjoint Analysis Task Force. Value Health. 2011;14(4):403–13.CrossRefPubMed
14.
15.
go back to reference Reed Johnson F, Lancsar E, Marshall D, et al. Constructing experimental designs for discrete-choice experiments: report of the ISPOR Conjoint Analysis Experimental Design Good Research Practices Task Force. Value Health. 2013;16(1):3–13.CrossRefPubMed Reed Johnson F, Lancsar E, Marshall D, et al. Constructing experimental designs for discrete-choice experiments: report of the ISPOR Conjoint Analysis Experimental Design Good Research Practices Task Force. Value Health. 2013;16(1):3–13.CrossRefPubMed
16.
go back to reference Train K, Sonnier G. Mixed logit with bounded distributions of correlated partworths. In: Scarpa R, Alberini A, editors. Applications of simulation methods in environmental and resource economics. Dordrecht: Springer; 2005. Train K, Sonnier G. Mixed logit with bounded distributions of correlated partworths. In: Scarpa R, Alberini A, editors. Applications of simulation methods in environmental and resource economics. Dordrecht: Springer; 2005.
17.
go back to reference Train K. Discrete choice methods with simulation. Cambridge: Cambridge University Press; 2003.CrossRef Train K. Discrete choice methods with simulation. Cambridge: Cambridge University Press; 2003.CrossRef
18.
go back to reference Purnell TS, Joy S, Little E, Bridges JF, Maruthur N. Patient preferences for noninsulin diabetes medications: a systematic review. Diabetes Care. 2014;37(7):2055–62.CrossRefPubMedPubMedCentral Purnell TS, Joy S, Little E, Bridges JF, Maruthur N. Patient preferences for noninsulin diabetes medications: a systematic review. Diabetes Care. 2014;37(7):2055–62.CrossRefPubMedPubMedCentral
19.
go back to reference Poulos C, Gonzalez JM, Lee LJ, et al. Physician preferences for extra-glycemic effects of type 2 diabetes treatments. Diabetes Ther. 2013;4(2):443–59.CrossRefPubMedPubMedCentral Poulos C, Gonzalez JM, Lee LJ, et al. Physician preferences for extra-glycemic effects of type 2 diabetes treatments. Diabetes Ther. 2013;4(2):443–59.CrossRefPubMedPubMedCentral
20.
go back to reference Hauber AB, Johnson FR, Sauriol L, Lescrauwaet B. Risking health to avoid injections: preferences of Canadians with type 2 diabetes. Diabetes Care. 2005;28(9):2243–5.CrossRefPubMed Hauber AB, Johnson FR, Sauriol L, Lescrauwaet B. Risking health to avoid injections: preferences of Canadians with type 2 diabetes. Diabetes Care. 2005;28(9):2243–5.CrossRefPubMed
21.
go back to reference Mohamed AF, Zhang J, Johnson FR, et al. Avoidance of weight gain is important for oral type 2 diabetes treatments in Sweden and Germany: patient preferences. Diabetes Metab. 2013;39(5):397–403.CrossRefPubMed Mohamed AF, Zhang J, Johnson FR, et al. Avoidance of weight gain is important for oral type 2 diabetes treatments in Sweden and Germany: patient preferences. Diabetes Metab. 2013;39(5):397–403.CrossRefPubMed
22.
go back to reference Hauber AB, Han S, Yang JC, et al. Effect of pill burden on dosing preferences, willingness to pay, and likely adherence among patients with type 2 diabetes. Patient Prefer Adherence. 2013;7:937–49.CrossRefPubMedPubMedCentral Hauber AB, Han S, Yang JC, et al. Effect of pill burden on dosing preferences, willingness to pay, and likely adherence among patients with type 2 diabetes. Patient Prefer Adherence. 2013;7:937–49.CrossRefPubMedPubMedCentral
Metadata
Title
Patient Preferences for Attributes of Type 2 Diabetes Mellitus Medications in Germany and Spain: An Online Discrete-Choice Experiment Survey
Authors
Carol Mansfield
Mirko V. Sikirica
Amy Pugh
Christine M. Poulos
Victoria Unmuessig
Raul Morano
Alan A. Martin
Publication date
01-12-2017
Publisher
Springer Healthcare
Published in
Diabetes Therapy / Issue 6/2017
Print ISSN: 1869-6953
Electronic ISSN: 1869-6961
DOI
https://doi.org/10.1007/s13300-017-0326-8

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