Drivers of patient and caregiver preferences for growth hormone deficiency treatments in France: a discrete choice experiment

模式 多项式logistic回归 医学 偏爱 焦点小组 定性性质 物理疗法 临床心理学 心理学 计算机科学 社会科学 业务 营销 机器学习 社会学 经济 微观经济学
作者
Michel Polak,Béatrice Demaret,Robin Henocque,L Chachoua,Samuel Aballéa,Marwa Mezghani,Daria La Torre,Lara Salvi,Philippe Touraine
出处
期刊:Hormone Research in Paediatrics [S. Karger AG]
标识
DOI:10.1159/000534974
摘要

Introduction: To identify drivers of preference for growth hormone deficiency (GHD) treatment in French children, and their caregivers, and to quantify the relative importance of different aspects of treatment modalities using a discrete choice experiment (DCE). Materials and methods: Attributes characterizing GHD treatment modalities were identified through a literature review, qualitative interviews and focus groups with children, adolescents, and caregivers. A DCE questionnaire of 12 choice tasks was administered online to four groups of participants: autonomous adolescents (12 to 18 years), non-autonomous adolescent / caregiver dyads, caregivers of non-autonomous children (3 to 11 years) and autonomous children / caregiver dyads. The survey was pilot tested. A multinomial logit model with random effects was used to estimate preference weights for all attribute levels. Results: Frequency of administration, injection pain, dose setting, type of device, storage and device reusability were selected as DCE attributes following the qualitative research phase and a pilot study. A total of 105 patients were represented in the DCE survey. Frequency of administration and injection pain were the attributes with the greatest influence on respondents’ preferences and had similar importance. Weekly administration was significantly preferred over daily administration by all groups of participants. Respondents’ choices were also significantly influenced by the type of device, dose setting and device reusability. Conclusion: Children with GHD and their caregivers prefer a less frequent injection schedule and lower injection pain. Both aspects of treatment modalities are important to consider in treatment decisions to alleviate the daily burden for GHD patients and their families and potentially enhance treatment adherence.
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