Skip to main content
Top
Published in: Neurology and Therapy 2/2023

Open Access 27-02-2023 | Migraine | ORIGINAL RESEARCH

Discrete Choice Experiment to Understand Japanese Patients’ and Physicians’ Preferences for Preventive Treatments for Migraine

Authors: Jaein Seo, Tommi Tervonen, Kaname Ueda, Dian Zhang, Daisuke Danno, Antje Tockhorn-Heidenreich

Published in: Neurology and Therapy | Issue 2/2023

Login to get access

Abstract

Introduction

Self-injectable calcitonin gene-related peptide (CGRP) monoclonal antibody (mAb) auto-injectors and non-CGRP oral medications are currently available for migraine prevention in Japan. This study elicited the preferences for self-injectable CGRP mAbs and non-CGRP oral medications and determined differences in the relative importance of auto-injector attributes for patients and physicians in Japan.

Methods

Japanese adults with episodic (EM) or chronic (CM) migraine and physicians who treat migraine completed an online discrete choice experiment (DCE), asking participants to choose a hypothetical treatment they preferred between two self-injectable CGRP mAb auto-injectors and a non-CGRP oral medication. The treatments were described by seven treatment attributes, with attribute levels varying between questions. DCE data were analyzed using a random-constant logit model to estimate relative attribution importance (RAI) scores and predicted choice probabilities (PCP) of CGRP mAb profiles.

Results

A total of 601 patients (79.2% with EM, 60.1% female, mean age: 40.3 years) and 219 physicians (mean length of practice: 18.3 years) completed the DCE. About half (50.5%) of patients favored CGRP mAb auto-injectors, while others were skeptical of (20.2%) or averse (29.3%) to them. Patients most valued needle removal (RAI = 33.8%), shorter injection duration (RAI = 32.1%), and auto-injector base shape and need for skin pinching (RAI = 23.2%). Most physicians (87.8%) favored auto-injectors over non-CGRP oral medications. Physicians most valued less-frequent dosing RAI = 32.7%), shorter injection duration (30.4%), and longer storage outside the fridge (RAI = 20.3%). A profile comparable to galcanezumab showed a higher likelihood of being chosen by patients (PCP = 42.8%) than profiles comparable to erenumab (PCP = 28.4%) and fremanezumab (PCP = 28.8%). The PCPs of the three profiles were similar among physicians.

Conclusion

Many patients and physicians preferred CGRP mAb auto-injectors over non-CGRP oral medications and preferred a treatment profile similar to galcanezumab. Our results may encourage physicians in Japan to consider patient preferences when recommending migraine preventive treatments.
Appendix
Available only for authorised users
Literature
1.
go back to reference Stovner LJ, Nichols E, Steiner TJ, et al. Global, regional, and national burden of migraine and tension-type headache, 1990–2016: a systematic analysis for the Global Burden of Disease Study 2016. Lancet Neurol. 2018;17(11):954–76.CrossRef Stovner LJ, Nichols E, Steiner TJ, et al. Global, regional, and national burden of migraine and tension-type headache, 1990–2016: a systematic analysis for the Global Burden of Disease Study 2016. Lancet Neurol. 2018;17(11):954–76.CrossRef
2.
go back to reference Stovner LJ, Hagen K, Linde M, et al. The global prevalence of headache: an update, with analysis of the influences of methodological factors on prevalence estimates. J Headache Pain. 2022;23(1):34.CrossRefPubMedPubMedCentral Stovner LJ, Hagen K, Linde M, et al. The global prevalence of headache: an update, with analysis of the influences of methodological factors on prevalence estimates. J Headache Pain. 2022;23(1):34.CrossRefPubMedPubMedCentral
3.
go back to reference Hirata K, Ueda K, Komori M, et al. Comprehensive population-based survey of migraine in Japan: results of the ObserVational Survey of the Epidemiology, tReatment, and Care Of MigrainE (OVERCOME [Japan]) study. Curr Med Res Opin. 2021;37(11):1945–55.CrossRefPubMed Hirata K, Ueda K, Komori M, et al. Comprehensive population-based survey of migraine in Japan: results of the ObserVational Survey of the Epidemiology, tReatment, and Care Of MigrainE (OVERCOME [Japan]) study. Curr Med Res Opin. 2021;37(11):1945–55.CrossRefPubMed
4.
go back to reference Matsumori Y, Ueda K, Komori M, et al. Burden of migraine in Japan: results of the ObserVational Survey of the Epidemiology, tReatment, and Care Of MigrainE (OVERCOME [Japan]) Study. Neurol Ther. 2022;11(1):205–22.CrossRefPubMed Matsumori Y, Ueda K, Komori M, et al. Burden of migraine in Japan: results of the ObserVational Survey of the Epidemiology, tReatment, and Care Of MigrainE (OVERCOME [Japan]) Study. Neurol Ther. 2022;11(1):205–22.CrossRefPubMed
5.
go back to reference Silberstein SD. Preventive migraine treatment. Continuum (Minneap Minn). 2015;21(4):973–89.PubMed Silberstein SD. Preventive migraine treatment. Continuum (Minneap Minn). 2015;21(4):973–89.PubMed
6.
go back to reference Ueda K, Ye W, Lombard L, et al. Real-world treatment patterns and patient-reported outcomes in episodic and chronic migraine in Japan: analysis of data from the Adelphi migraine disease specific programme. J Headache Pain. 2019;20(1):68.CrossRefPubMedPubMedCentral Ueda K, Ye W, Lombard L, et al. Real-world treatment patterns and patient-reported outcomes in episodic and chronic migraine in Japan: analysis of data from the Adelphi migraine disease specific programme. J Headache Pain. 2019;20(1):68.CrossRefPubMedPubMedCentral
8.
go back to reference Scuteri D, Adornetto A, Rombola L, et al. New trends in migraine pharmacology: targeting calcitonin gene-related peptide (CGRP) with monoclonal antibodies. Front Pharmacol. 2019;10:363.CrossRefPubMedPubMedCentral Scuteri D, Adornetto A, Rombola L, et al. New trends in migraine pharmacology: targeting calcitonin gene-related peptide (CGRP) with monoclonal antibodies. Front Pharmacol. 2019;10:363.CrossRefPubMedPubMedCentral
12.
go back to reference Barbanti P, Egeo G, Aurilia C, et al. Predictors of response to anti-CGRP monoclonal antibodies: a 24-week, multicenter, prospective study on 864 migraine patients. J Headache Pain. 2022;23(1):138.CrossRefPubMedPubMedCentral Barbanti P, Egeo G, Aurilia C, et al. Predictors of response to anti-CGRP monoclonal antibodies: a 24-week, multicenter, prospective study on 864 migraine patients. J Headache Pain. 2022;23(1):138.CrossRefPubMedPubMedCentral
13.
go back to reference Sacco S, Amin FM, Ashina M, et al. European Headache Federation guideline on the use of monoclonal antibodies targeting the calcitonin gene related peptide pathway for migraine prevention—2022 update. J Headache Pain. 2022;23(1):67.CrossRefPubMedPubMedCentral Sacco S, Amin FM, Ashina M, et al. European Headache Federation guideline on the use of monoclonal antibodies targeting the calcitonin gene related peptide pathway for migraine prevention—2022 update. J Headache Pain. 2022;23(1):67.CrossRefPubMedPubMedCentral
14.
go back to reference Seo J, Tervonen T, Thomas C, et al. Patient preferences for self-injectable preventive treatments for migraine (poster). 63rd Virtual Annual Scientific Meeting of the American Headache Society (AHS); June 3, 2021. Seo J, Tervonen T, Thomas C, et al. Patient preferences for self-injectable preventive treatments for migraine (poster). 63rd Virtual Annual Scientific Meeting of the American Headache Society (AHS); June 3, 2021.
15.
go back to reference Mühlbacher AC, Juhnke C. Patient preferences versus physicians’ judgement: does it make a difference in healthcare decision making? Appl Health Econ Health Policy. 2013;11(3):163–80.CrossRefPubMed Mühlbacher AC, Juhnke C. Patient preferences versus physicians’ judgement: does it make a difference in healthcare decision making? Appl Health Econ Health Policy. 2013;11(3):163–80.CrossRefPubMed
16.
go back to reference Tervonen T, Angelis A, Hockley K, et al. Quantifying preferences in drug benefit-risk decisions. Clin Pharmacol Ther. 2019;106(5):955–9.CrossRefPubMed Tervonen T, Angelis A, Hockley K, et al. Quantifying preferences in drug benefit-risk decisions. Clin Pharmacol Ther. 2019;106(5):955–9.CrossRefPubMed
17.
go back to reference Hughes TM, Merath K, Chen Q, et al. Association of shared decision-making on patient-reported health outcomes and healthcare utilization. Am J Surg. 2018;216(1):7–12.CrossRefPubMed Hughes TM, Merath K, Chen Q, et al. Association of shared decision-making on patient-reported health outcomes and healthcare utilization. Am J Surg. 2018;216(1):7–12.CrossRefPubMed
18.
go back to reference Shay LA, Lafata JE. Where is the evidence? A systematic review of shared decision making and patient outcomes. Med Decis Making. 2015;35(1):114–31.CrossRefPubMed Shay LA, Lafata JE. Where is the evidence? A systematic review of shared decision making and patient outcomes. Med Decis Making. 2015;35(1):114–31.CrossRefPubMed
19.
go back to reference Aoki A, Suda A, Nagaoka S, et al. Preferences of Japanese rheumatoid arthritis patients in treatment decision-making. Mod Rheumatol. 2013;23(5):891–6.CrossRefPubMed Aoki A, Suda A, Nagaoka S, et al. Preferences of Japanese rheumatoid arthritis patients in treatment decision-making. Mod Rheumatol. 2013;23(5):891–6.CrossRefPubMed
20.
go back to reference Mahlich J, Matsuoka K, Sruamsiri R. Shared decision making and treatment satisfaction in Japanese patients with inflammatory bowel disease. Dig Dis. 2017;35(5):454–62.CrossRefPubMed Mahlich J, Matsuoka K, Sruamsiri R. Shared decision making and treatment satisfaction in Japanese patients with inflammatory bowel disease. Dig Dis. 2017;35(5):454–62.CrossRefPubMed
21.
go back to reference Schaede U, Mahlich J, Nakayama M, et al. Shared decision-making in patients with prostate cancer in Japan: patient preferences versus physician perceptions. J Glob Oncol. 2018;4:1–9.PubMed Schaede U, Mahlich J, Nakayama M, et al. Shared decision-making in patients with prostate cancer in Japan: patient preferences versus physician perceptions. J Glob Oncol. 2018;4:1–9.PubMed
22.
go back to reference Clark MD, Determann D, Petrou S, et al. Discrete choice experiments in health economics: a review of the literature. Pharmacoeconomics. 2014;32(9):883–902.CrossRefPubMed Clark MD, Determann D, Petrou S, et al. Discrete choice experiments in health economics: a review of the literature. Pharmacoeconomics. 2014;32(9):883–902.CrossRefPubMed
23.
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
24.
go back to reference FDA. Patient preference information—voluntary submission, review in premarket approval applications, humanitarian device exemption applications, and de novo requests, and inclusion in decision summaries and device labeling. Guidance for Industry, Food and Drug Administration Staff, and Other Stakeholders. U.S. Department of Health and Human Services, Food and Drug Administration; Center for Devices and Radiological Health; Center for Biologics Evaluation and Research; 2016. https://www.fda.gov/media/92593/download. Accessed June 8, 2022. FDA. Patient preference information—voluntary submission, review in premarket approval applications, humanitarian device exemption applications, and de novo requests, and inclusion in decision summaries and device labeling. Guidance for Industry, Food and Drug Administration Staff, and Other Stakeholders. U.S. Department of Health and Human Services, Food and Drug Administration; Center for Devices and Radiological Health; Center for Biologics Evaluation and Research; 2016. https://​www.​fda.​gov/​media/​92593/​download. Accessed June 8, 2022.
27.
go back to reference Seo J, Smith CA, Thomas C, et al. Patient perspectives and experiences of preventive treatments and self-injectable devices for migraine: a focus group study. Patient. 2022;15(1):93–108.CrossRefPubMed Seo J, Smith CA, Thomas C, et al. Patient perspectives and experiences of preventive treatments and self-injectable devices for migraine: a focus group study. Patient. 2022;15(1):93–108.CrossRefPubMed
28.
go back to reference Aimovig (erenumab) [package insert]. U.S. Food and Drug Administration. Amgen Inc.; 2018. Aimovig (erenumab) [package insert]. U.S. Food and Drug Administration. Amgen Inc.; 2018.
29.
go back to reference Ajovy (fremanezumab) [package insert]. U.S. Food and Drug Administration. Teva Pharmaceuticals USA, Inc.; 2020. Ajovy (fremanezumab) [package insert]. U.S. Food and Drug Administration. Teva Pharmaceuticals USA, Inc.; 2020.
30.
go back to reference Emgality (galcanezumab) [package insert]. U.S. Food and Drug Administration. Eli Lilly and Company; 2018. Emgality (galcanezumab) [package insert]. U.S. Food and Drug Administration. Eli Lilly and Company; 2018.
31.
go back to reference Teva Pharmaceuticals USA I. Ajovy (fremanezumab) [package insert]. U.S. Food and Drug Administration; 2021. Teva Pharmaceuticals USA I. Ajovy (fremanezumab) [package insert]. U.S. Food and Drug Administration; 2021.
32.
go back to reference European Medicines Agency. Emgality—EMEA/H/C/004648-X/0004; 2020. European Medicines Agency. Emgality—EMEA/H/C/004648-X/0004; 2020.
33.
go back to reference European Medicines Agency. Aimovig—EMEA/H/C/004447—PSUSA/00010699/201911; 2020. European Medicines Agency. Aimovig—EMEA/H/C/004447—PSUSA/00010699/201911; 2020.
34.
go back to reference European. Medicines Agency. Ajovy—EMEA/H/C/004833—II/0008/G; 2021. European. Medicines Agency. Ajovy—EMEA/H/C/004833—II/0008/G; 2021.
35.
go back to reference Lipkus IM, Samsa G, Rimer BK. General performance on a numeracy scale among highly educated samples. Med Decis Making. 2001;21(1):37–44.CrossRefPubMed Lipkus IM, Samsa G, Rimer BK. General performance on a numeracy scale among highly educated samples. Med Decis Making. 2001;21(1):37–44.CrossRefPubMed
36.
go back to reference Chew LD, Bradley KA, Boyko EJ. Brief questions to identify patients with inadequate health literacy. Fam Med. 2004;36(8):588–94.PubMed Chew LD, Bradley KA, Boyko EJ. Brief questions to identify patients with inadequate health literacy. Fam Med. 2004;36(8):588–94.PubMed
37.
go back to reference Chew LD, Griffin JM, Partin MR, et al. Validation of screening questions for limited health literacy in a large VA outpatient population. J Gen Intern Med. 2008;23(5):561–6.CrossRefPubMedPubMedCentral Chew LD, Griffin JM, Partin MR, et al. Validation of screening questions for limited health literacy in a large VA outpatient population. J Gen Intern Med. 2008;23(5):561–6.CrossRefPubMedPubMedCentral
38.
go back to reference Fransen MP, Van Schaik TM, Twickler TB, et al. Applicability of internationally available health literacy measures in the Netherlands. J Health Commun. 2011;16(Suppl 3):134–49.CrossRefPubMed Fransen MP, Van Schaik TM, Twickler TB, et al. Applicability of internationally available health literacy measures in the Netherlands. J Health Commun. 2011;16(Suppl 3):134–49.CrossRefPubMed
39.
go back to reference Stewart WF, Lipton RB, Dowson AJ, et al. Development and testing of the Migraine Disability Assessment (MIDAS) Questionnaire to assess headache-related disability. Neurology. 2001;56(6 Suppl 1):S20–8.CrossRefPubMed Stewart WF, Lipton RB, Dowson AJ, et al. Development and testing of the Migraine Disability Assessment (MIDAS) Questionnaire to assess headache-related disability. Neurology. 2001;56(6 Suppl 1):S20–8.CrossRefPubMed
41.
go back to reference Serrano D, Buse DC, Reed ML, et al. Development of the Migraine Symptom Severity Score (MSSS): a latent variable model for migraine definition: PO-86. Headache. 2010;50(suppl 1):40. Serrano D, Buse DC, Reed ML, et al. Development of the Migraine Symptom Severity Score (MSSS): a latent variable model for migraine definition: PO-86. Headache. 2010;50(suppl 1):40.
42.
go back to reference Thurstone LL. A law of comparative judgment. Psychol Rev. 1927;34(4):273–86.CrossRef Thurstone LL. A law of comparative judgment. Psychol Rev. 1927;34(4):273–86.CrossRef
43.
go back to reference Marschak J. Binary choice constraints on random utility indicators. New Haven: Cowles Foundation for Research in Economics, Yale University; 1959. Marschak J. Binary choice constraints on random utility indicators. New Haven: Cowles Foundation for Research in Economics, Yale University; 1959.
44.
go back to reference McFadden D. Conditional logit analysis of qualitative choice behaviour. New York: Academic Press; 1973. McFadden D. Conditional logit analysis of qualitative choice behaviour. New York: Academic Press; 1973.
45.
go back to reference Manski CF. The structure of random utility models. Theory Decis. 1977;8(3):229–54.CrossRef Manski CF. The structure of random utility models. Theory Decis. 1977;8(3):229–54.CrossRef
46.
go back to reference Teva Pharmaceuticals USA I. Ajovy (fremanezumab) [package insert]. U.S. Food and Drug Administration; 2020. Teva Pharmaceuticals USA I. Ajovy (fremanezumab) [package insert]. U.S. Food and Drug Administration; 2020.
47.
go back to reference Amgen Inc. Aimovig (erenumab) package insert. U.S. Food and Drug Administration; 2018. Amgen Inc. Aimovig (erenumab) package insert. U.S. Food and Drug Administration; 2018.
48.
go back to reference Eli Lilly and Company. Emgality (galcanezumab) [package insert] U.S. Food and Drug Administration; 2018. Eli Lilly and Company. Emgality (galcanezumab) [package insert] U.S. Food and Drug Administration; 2018.
49.
go back to reference Mansfield C, Gebben DJ, Sutphin J, et al. Patient preferences for preventive migraine treatments: a discrete-choice experiment. Headache. 2019;59(5):715–26.CrossRefPubMed Mansfield C, Gebben DJ, Sutphin J, et al. Patient preferences for preventive migraine treatments: a discrete-choice experiment. Headache. 2019;59(5):715–26.CrossRefPubMed
50.
go back to reference Spain CV, Wright JJ, Hahn RM, et al. Self-reported barriers to adherence and persistence to treatment with injectable medications for type 2 diabetes. Clin Ther. 2016;38(7):1653–64.CrossRefPubMed Spain CV, Wright JJ, Hahn RM, et al. Self-reported barriers to adherence and persistence to treatment with injectable medications for type 2 diabetes. Clin Ther. 2016;38(7):1653–64.CrossRefPubMed
51.
go back to reference Asakura T, Yamazaki T, Cai Z, et al. Comparative study of dulaglutide single-use pen Ateos versus insulin degludec FlexTouch on learning and mock administration time in Japanese patients with type 2 diabetes mellitus—a post-hoc analysis. Curr Med Res Opin. 2020;36(5):765–9.CrossRefPubMed Asakura T, Yamazaki T, Cai Z, et al. Comparative study of dulaglutide single-use pen Ateos versus insulin degludec FlexTouch on learning and mock administration time in Japanese patients with type 2 diabetes mellitus—a post-hoc analysis. Curr Med Res Opin. 2020;36(5):765–9.CrossRefPubMed
52.
go back to reference Vlieland ND, Gardarsdottir H, Bouvy ML, et al. The majority of patients do not store their biologic disease-modifying antirheumatic drugs within the recommended temperature range. Rheumatology (Oxford). 2016;55(4):704–9.CrossRefPubMed Vlieland ND, Gardarsdottir H, Bouvy ML, et al. The majority of patients do not store their biologic disease-modifying antirheumatic drugs within the recommended temperature range. Rheumatology (Oxford). 2016;55(4):704–9.CrossRefPubMed
53.
54.
55.
go back to reference Asakura T, Suzuki S, Aranishi T, et al. Comparative usability study of the dulaglutide single-use pen versus the insulin degludec FlexTouch((R)) among self-injection-naive patients with type 2 diabetes mellitus in Japan. Curr Med Res Opin. 2018;34(6):1117–24.CrossRefPubMed Asakura T, Suzuki S, Aranishi T, et al. Comparative usability study of the dulaglutide single-use pen versus the insulin degludec FlexTouch((R)) among self-injection-naive patients with type 2 diabetes mellitus in Japan. Curr Med Res Opin. 2018;34(6):1117–24.CrossRefPubMed
56.
go back to reference Ryan M, Watson V, Entwistle V. Rationalising the “irrational”: a think aloud study of discrete choice experiment responses. Health Econ. 2009;18(3):321–36.CrossRefPubMed Ryan M, Watson V, Entwistle V. Rationalising the “irrational”: a think aloud study of discrete choice experiment responses. Health Econ. 2009;18(3):321–36.CrossRefPubMed
57.
go back to reference Coast J, Al-Janabi H, Sutton EJ, et al. Using qualitative methods for attribute development for discrete choice experiments: issues and recommendations. Health Econ. 2012;21(6):730–41.CrossRefPubMed Coast J, Al-Janabi H, Sutton EJ, et al. Using qualitative methods for attribute development for discrete choice experiments: issues and recommendations. Health Econ. 2012;21(6):730–41.CrossRefPubMed
58.
go back to reference Kløjgaard ME, Bech M, Søgaard R. Designing a stated choice experiment: the value of a qualitative process. J Choice Model. 2012;5(2):1–18.CrossRef Kløjgaard ME, Bech M, Søgaard R. Designing a stated choice experiment: the value of a qualitative process. J Choice Model. 2012;5(2):1–18.CrossRef
Metadata
Title
Discrete Choice Experiment to Understand Japanese Patients’ and Physicians’ Preferences for Preventive Treatments for Migraine
Authors
Jaein Seo
Tommi Tervonen
Kaname Ueda
Dian Zhang
Daisuke Danno
Antje Tockhorn-Heidenreich
Publication date
27-02-2023
Publisher
Springer Healthcare
Published in
Neurology and Therapy / Issue 2/2023
Print ISSN: 2193-8253
Electronic ISSN: 2193-6536
DOI
https://doi.org/10.1007/s40120-023-00453-0

Other articles of this Issue 2/2023

Neurology and Therapy 2/2023 Go to the issue