{"title":"在基于选择的联合分析中使用嵌套 Logit 模型分析日本养老院的价格和服务相关偏好","authors":"Suzuki Makoto","doi":"10.1007/s12126-024-09582-9","DOIUrl":null,"url":null,"abstract":"<div><p>Nursing homes (NHs) play an important role in ensuring that older adults have a place to live. However, few quantitative studies have examined NH prices and services vis-à-vis users’ preferences. Therefore, in this study, we used a choice-based conjoint analysis to examine price- and services-related needs for NHs according to respondents’ age. The survey was conducted in Osaka, Japan, where 130 community-dwelling individuals were divided into two age groups: 40–50 s (<i>n</i> = 65)—comprising individuals whose parents or relatives were expected to need long-term care—and <b>≥</b> 60 (<i>n</i> = 65)—comprising individuals who were expected to need long-term care. Prior to analysis, we determined that a nested logit model was appropriate for this study. We examined the marginal effects of prices and services. The results showed that good healthcare had a positive and significant effect on the preferences of the 40–50 s group, whereas this effect was absent in the <b>≥</b> 60 group. In both groups, good life support had a significant positive effect on preference. However, the marginal effect of good life support was larger for the 40–50 s group because fewer people chose not to move into an NH, suggesting the need for a more detailed analysis of the 40–50 s group. This study’s results provide valuable insights regarding pre-purchase decision-making for NH selection, which is currently determined based on post-purchase activity.</p></div>","PeriodicalId":51665,"journal":{"name":"Ageing International","volume":null,"pages":null},"PeriodicalIF":1.0000,"publicationDate":"2024-11-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Analysis of Price- and Services-Related Preferences for Nursing Homes in Japan Using a Nested Logit Model in Choice-Based Conjoint Analysis\",\"authors\":\"Suzuki Makoto\",\"doi\":\"10.1007/s12126-024-09582-9\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><p>Nursing homes (NHs) play an important role in ensuring that older adults have a place to live. However, few quantitative studies have examined NH prices and services vis-à-vis users’ preferences. Therefore, in this study, we used a choice-based conjoint analysis to examine price- and services-related needs for NHs according to respondents’ age. The survey was conducted in Osaka, Japan, where 130 community-dwelling individuals were divided into two age groups: 40–50 s (<i>n</i> = 65)—comprising individuals whose parents or relatives were expected to need long-term care—and <b>≥</b> 60 (<i>n</i> = 65)—comprising individuals who were expected to need long-term care. Prior to analysis, we determined that a nested logit model was appropriate for this study. We examined the marginal effects of prices and services. The results showed that good healthcare had a positive and significant effect on the preferences of the 40–50 s group, whereas this effect was absent in the <b>≥</b> 60 group. In both groups, good life support had a significant positive effect on preference. However, the marginal effect of good life support was larger for the 40–50 s group because fewer people chose not to move into an NH, suggesting the need for a more detailed analysis of the 40–50 s group. This study’s results provide valuable insights regarding pre-purchase decision-making for NH selection, which is currently determined based on post-purchase activity.</p></div>\",\"PeriodicalId\":51665,\"journal\":{\"name\":\"Ageing International\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":1.0000,\"publicationDate\":\"2024-11-04\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Ageing International\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://link.springer.com/article/10.1007/s12126-024-09582-9\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q4\",\"JCRName\":\"GERONTOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Ageing International","FirstCategoryId":"1085","ListUrlMain":"https://link.springer.com/article/10.1007/s12126-024-09582-9","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"GERONTOLOGY","Score":null,"Total":0}
Analysis of Price- and Services-Related Preferences for Nursing Homes in Japan Using a Nested Logit Model in Choice-Based Conjoint Analysis
Nursing homes (NHs) play an important role in ensuring that older adults have a place to live. However, few quantitative studies have examined NH prices and services vis-à-vis users’ preferences. Therefore, in this study, we used a choice-based conjoint analysis to examine price- and services-related needs for NHs according to respondents’ age. The survey was conducted in Osaka, Japan, where 130 community-dwelling individuals were divided into two age groups: 40–50 s (n = 65)—comprising individuals whose parents or relatives were expected to need long-term care—and ≥ 60 (n = 65)—comprising individuals who were expected to need long-term care. Prior to analysis, we determined that a nested logit model was appropriate for this study. We examined the marginal effects of prices and services. The results showed that good healthcare had a positive and significant effect on the preferences of the 40–50 s group, whereas this effect was absent in the ≥ 60 group. In both groups, good life support had a significant positive effect on preference. However, the marginal effect of good life support was larger for the 40–50 s group because fewer people chose not to move into an NH, suggesting the need for a more detailed analysis of the 40–50 s group. This study’s results provide valuable insights regarding pre-purchase decision-making for NH selection, which is currently determined based on post-purchase activity.
期刊介绍:
As a quarterly peer-reviewed journal that has existed for over three decades, Ageing International serves all professionals who deal with complex ageing issues. The journal is dedicated to improving the life of ageing populations worldwide through providing an intellectual forum for communicating common concerns, exchanging analyses and discoveries in scientific research, crystallizing significant issues, and offering recommendations in ageing-related service delivery and policy making. Besides encouraging the submission of high-quality research and review papers, Ageing International seeks to bring together researchers, policy analysts, and service program administrators who are committed to reducing the ''implementation gap'' between good science and effective service, between evidence-based protocol and culturally suitable programs, and between unique innovative solutions and generalizable policies. For significant issues that are common across countries, Ageing International will organize special forums for scholars and investigators from different disciplines to present their regional perspectives as well as to provide more comprehensive analysis. The editors strongly believe that such discourse has the potential to foster a wide range of coordinated efforts that will lead to improvements in the quality of life of older persons worldwide. Abstracted and Indexed in:
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