Low Lian Leng, Wah Win, Ng Matthew Joo, Tan Shu Yun, Liu Nan, Lee Kheng Hock
Singapore General Hospital, Singapore; Family Medicine, Duke-NUS Medical School, Singapore.
Saw Swee Hock School of Public Health, National University of Singapore , Singapore.
Front Public Health. 2016 May 30;4:109. doi: 10.3389/fpubh.2016.00109. eCollection 2016.
Residence in public rental housing is an area-level measure of socioeconomic status, but its impact as a social determinant of health in Singapore has not been studied. We therefore aimed to examine the association of public rental housing with readmission risk and increased utilization of hospital services in Singapore.
We conducted a retrospective cohort study using retrospective 2014 data from Singapore General Hospital's electronic health records. Variables known to affect readmission risk and health-care utilization were identified a priori and include patient demographics, comorbidities, health-care utilization in the preceding 1 year and clinical variables from the index admission in 2014. Multivariate logistic regression was used to evaluate public rental housing as an independent risk factor for admission risk, emergency department (ED), and specialist outpatient clinic attendances.
A total of 14,457 unique patients were analyzed, and 2,163 patients (15.0%) were rental housing residents. Rental housing patients were significantly more likely to be male; required financial assistance; have chronic obstructive pulmonary disease; usage of anti-depressant and anti-psychotic medications; longer length of hospital stay during the index admission; and higher Charlson Comorbidity Index scores. After adjusting for demographics and clinical variables, staying in public rental housing remained an independent risk factor for readmission within 15 and 30 days, frequent hospital admissions and ED attendances in Singapore.
Our study showed an association between public rental housing with readmission risk and increased utilization of hospital services in Singapore. A deeper understanding of the residents' social circumstances and health seeking behavior would be insightful.
居住在公共租赁住房是社会经济地位的一种区域层面衡量指标,但在新加坡,其作为健康的社会决定因素所产生的影响尚未得到研究。因此,我们旨在探讨新加坡公共租赁住房与再入院风险及医院服务利用增加之间的关联。
我们利用新加坡总医院电子健康记录中的2014年回顾性数据进行了一项回顾性队列研究。事先确定了已知会影响再入院风险和医疗保健利用的变量,包括患者人口统计学特征、合并症、前一年的医疗保健利用情况以及2014年首次入院时的临床变量。采用多变量逻辑回归来评估公共租赁住房作为入院风险、急诊科就诊和专科门诊就诊的独立风险因素。
共分析了14457名独特患者,其中2163名患者(15.0%)是公共租赁住房居民。公共租赁住房患者更有可能为男性;需要经济援助;患有慢性阻塞性肺疾病;使用抗抑郁药和抗精神病药物;首次入院期间住院时间更长;以及Charlson合并症指数得分更高。在调整了人口统计学和临床变量后,居住在公共租赁住房仍然是新加坡15天和30天内再入院、频繁住院和急诊科就诊的独立风险因素。
我们的研究表明,新加坡公共租赁住房与再入院风险及医院服务利用增加之间存在关联。深入了解居民的社会状况和就医行为将具有重要意义。