[An empirical analysis of the effects of nudge-based measures on job seekers' participatory behavior in the Care Worker Initial Training].

Chenyue Huang, Ichiro Innami
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Abstract

Objectives The study aim was to explore effective measures to promote job seekers' participation in the Care Worker Initial Training course provided by Hello Work.Methods In this study, we adopted the nudge approach as a method to promote behavioral changes based on a knowledge of behavioral economics. Additionally, we tested the effectiveness of nudge-based measures compared to that of conventional measures. The survey was conducted through two rounds of Web distribution. In the first Web distribution, we consistently implemented the following, in order: 1) recruited individuals who agreed to participate in the study, 2) distributed the first Web questionnaire regarding basic attributes and eligibility criteria in terms of the target individuals, and 3) distributed course guidance. Individuals who responded to the first Web questionnaire (n=50,000) were randomly assigned to eight groups. The intervention groups were presented with course guidance based on loss-aversion nudge, empathy nudge, long-term gain nudge, and their combinations. The control group was presented with traditional course guidance used by the Ministry of Health, Labour and Welfare over the Web. Two weeks after the intervention, we identified 2,404 individuals who met the eligibility criteria and assessed their behavioral changes (pre-contemplation, contemplation/preparation, information-gathering, action); we received responses from 1,995 individuals. Binomial logistic regression analyses were performed using nudge-based interventions and behavioral change stages as dependent and independent variables, respectively. Sex, age, education level, marital status, interest in caregiving before the intervention, and behavioral change stages before the intervention were included as moderator variables.Results A total of 1,995 individuals were included in the analysis. Among the 1,756 participants in the intervention groups, 321 (18.3%) took on contemplation/preparation behavior, 102 (5.8%) took on information-gathering behavior, and 50 (2.8%) took action by participating in the course. Among the 239 individuals in the control group, 38 (15.9%) took on contemplation/preparation behavior, 31 (13.0%) took on information-gathering behavior, and 2 (0.8%) took action by participating in the course. Binomial logistic regression analyses showed that while traditional measures were effective in promoting information-gathering behavior toward participation, nudge-based measures combining loss-aversion nudge, long-term gain nudge, and empathy nudge were effective in motivating individuals to participate in the course (odds ratio: 5.39, 95%CI: 1.18-24.74, P=0.03).Conclusion The introduction of measures combining multiple types of nudges is necessary to promote participation in the Care Worker Initial Training course, rather than traditional measures or a nudge in isolation.

[基于推力的措施对求职者参与护理人员初始培训行为的影响实证分析]。
研究目的 探讨促进求职者参加由 Hello Work 提供的护理员初级培训课程的有效措施。研究方法 在本研究中,我们采用了基于行为经济学知识的 "推导 "方法作为促进行为改变的方法。此外,我们还测试了基于劝导的措施与传统措施相比的有效性。调查通过两轮网络发布进行。在第一轮网络发布中,我们依次实施了以下措施:1) 招募同意参与研究的个人;2) 针对目标个人的基本属性和资格标准发放第一份网络问卷;3) 发放课程指导。回复第一份网络问卷的个人(n=50,000)被随机分配到八个小组。干预组接受基于损失规避规劝、移情规劝、长期收益规劝及其组合的课程指导。对照组则接受厚生劳动省通过网络提供的传统课程指导。干预两周后,我们确定了符合资格标准的 2,404 人,并评估了他们的行为变化(前期考虑、考虑/准备、信息收集、行动);我们收到了 1,995 人的回复。我们将基于劝导的干预措施和行为变化阶段分别作为因变量和自变量进行了二项式逻辑回归分析。性别、年龄、教育程度、婚姻状况、干预前对护理的兴趣以及干预前的行为改变阶段被列为调节变量。在干预组的 1756 名参与者中,321 人(18.3%)采取了沉思/准备行为,102 人(5.8%)采取了信息收集行为,50 人(2.8%)通过参加课程采取了行动。在对照组的 239 人中,38 人(15.9%)采取了思考/准备行为,31 人(13.0%)采取了信息收集行为,2 人(0.8%)通过参加课程采取了行动。二项式逻辑回归分析表明,虽然传统的措施能有效促进信息收集行为,使其参与到课程中来,但结合了损失规避激励、长期收益激励和移情激励的基于激励的措施能有效激励个人参与到课程中来(几率比:5.39,95%CI:1.18-24.74,P=0.03)。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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