Do Social Media Dominate Government Report Cards in Influencing Nursing Home Demand?

Yuanchen Li, Lauren Xiaoyuan Lu, S. F. Lu
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Abstract

Social media have emerged as innovative channels to disseminate quality information to consumers in a variety of service settings. Their influence has recently spread to healthcare services, for which government report cards have long been established to disclose standardized quality information to the public. Given the presence of government report cards, do social media affect consumer demand of healthcare services? If so, which quality information channel has a stronger effect? We seek to answer these questions in the context of U.S. nursing homes by studying consumer ratings on Yelp and government ratings on Nursing Home Compare, both of which adopt a five-star quality rating scale and are accessible on the Internet. We apply the method of difference-in-differences with continuous treatment intensity and instrumental variables to conduct our analysis. Using nursing home resident admissions as the proxy for consumer demand, we find that higher Yelp ratings positively influenced consumer demand, particularly the demand of Medicare-covered consumers. Furthermore, Yelp ratings exerted a stronger effect on consumer demand than government ratings. This dominance of Yelp ratings over government ratings was stronger in markets with higher Yelp penetration or markets with lower consumer education level. Although higher Yelp ratings were associated with increased net incomes and total margins, we find little evidence that nursing homes made quality improvement in response to their Yelp ratings.
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社会媒体主导政府成绩单影响养老院需求吗?
社交媒体已经成为在各种服务环境中向消费者传播高质量信息的创新渠道。他们的影响最近已经蔓延到医疗服务领域,政府早就建立了报告卡,向公众披露标准化的质量信息。鉴于政府成绩单的存在,社交媒体是否会影响消费者对医疗保健服务的需求?如果是,那么哪个质量信息渠道的作用更大呢?我们试图在美国养老院的背景下回答这些问题,通过研究消费者在Yelp上的评级和政府在养老院比较上的评级,这两个都采用了五星级的质量评级量表,可以在互联网上访问。我们采用差分法与连续治疗强度和工具变量进行我们的分析。以养老院居民入院率作为消费者需求的代表,我们发现较高的Yelp评分对消费者需求有正向影响,特别是医疗保险消费者的需求。此外,Yelp评级对消费者需求的影响比政府评级更大。在Yelp渗透率较高的市场或消费者教育水平较低的市场,Yelp评级对政府评级的主导地位更为明显。虽然较高的Yelp评级与净收入和总利润率的增加有关,但我们发现很少有证据表明养老院在回应其Yelp评级时做出了质量改进。
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