Inpatient preferences among patients with multiple chronic conditions in China: A discrete choice experiment.

IF 2.6 Q2 MEDICINE, GENERAL & INTERNAL BMC primary care Pub Date : 2025-02-07 DOI:10.1186/s12875-025-02731-2
Yueqin Wang, Shiyin Wu, Yuehua Chen, Ling Xiao, Qingling Su, Xiaoyin Huang, Weikang Wang, Wanxin Li, Shanshan Du, Wenbin Liu, Weimin Ye
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Abstract

Background: Multiple chronic conditions (MCC) have become a leading cause of low vitality and high mortality among the Chinese population. Although a series of policies has been implemented to promote patients' rational access to health care, patients still prefer a higher level of inpatient service, hampering the efficient utilization of resources in county hospitals, which are the first point of contact for inpatient care. Thus, this study aimed to identify the factors that affect MCC patients' inpatient preferences and the extent to which these factors influence their decisions, thereby guiding inpatient service utilization among MCC patients.

Methods: Five attributes (institution scale, waiting time for hospital admission, presence of acquaintances, travel time from residence to hospital, and out-of-pocket expenses per visit) were identified to estimate inpatient choice for MCC patients through a discrete choice experiment. A partial factor analysis was performed to generate selection sets. Data were collected from MCC patients aged between 35 and 75 years, in Fuqing City, China. A mixed logit model was used to analyse MCC patients' preferences for each attribute. Willingness to pay was estimated by regression coefficients, and interaction terms were included in the model to estimate the heterogeneity of inpatient preferences among MCC patients.

Results: A total of 504 valid questionnaires were included in the analysis. The most important attribute of patients when choosing inpatient care is out-of-pocket expenses per visit, followed by travel time from residence to hospital, waiting time for hospital admission, institution scale, and presence of acquaintances. In addition, patients were willing to pay ¥1253, ¥434, and ¥323 for shorter times from the residence to the hospital, larger institutional scale, and beds available on the day, respectively. The findings of the interaction analysis indicated that age and gender also influence MCC patients' inpatient preferences.

Conclusion: This study provides evidence of the inpatient preferences of MCC patients. Increasing inpatient insurance reimbursement rates, bolstering the leading role of district and county hospitals in the area, and strengthening information systems will empower district and county hospitals to effectively serve as the first point of contact for inpatient care.

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中国多种慢性病患者的住院偏好:一个离散选择实验。
背景:多重慢性疾病(MCC)已成为中国人口低活力和高死亡率的主要原因。虽然已经实施了一系列政策来促进患者合理获得医疗保健,但患者仍然倾向于更高水平的住院服务,阻碍了县级医院资源的有效利用,县级医院是住院护理的第一接触点。因此,本研究旨在确定影响MCC患者住院偏好的因素以及这些因素对其决策的影响程度,从而指导MCC患者对住院服务的利用。方法:通过离散选择实验,确定机构规模、住院等待时间、熟人存在、从住所到医院的旅行时间和每次就诊的自付费用五个属性来估计MCC患者的住院选择。进行部分因子分析以产生选择集。数据来自中国福清市年龄在35 - 75岁之间的MCC患者。使用混合logit模型分析MCC患者对每个属性的偏好。通过回归系数估计支付意愿,并在模型中加入相互作用项来估计MCC患者住院偏好的异质性。结果:共回收有效问卷504份。患者在选择住院治疗时最重要的属性是每次就诊的自付费用,其次是从住所到医院的旅行时间、住院等待时间、机构规模和熟人的存在。此外,从住所到医院的时间较短、机构规模较大、当天有床位时,患者愿意支付的费用分别为1253元、434元、323元。交互作用分析结果显示,年龄和性别也会影响MCC患者的住院偏好。结论:本研究为MCC患者的住院偏好提供了证据。提高住院保险报销率,加强区县医院在该地区的主导作用,加强信息系统,将使区县医院有效地成为住院护理的第一联络点。
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