Ellencweig A Y, Pagliccia N
Department of Medical Ecology, Hebrew University-Hadassah, School of Public Health and Community Medicine, Jerusalem, Israel.
Health Serv Res. 1994 Jun;29(2):225-45.
To identify a model that takes into account the interrelationship of health services utilization variables, and that allows examination of the utilization patterns of health services for a cohort of elderly clients.
The data of each client in the study were taken from three computer databases maintained for administrative purposes by the Ministry of Health in British Columbia. Time frame for the utilization variables is one year before and one year after admission to the long-term care program in BC which occurred in 1981-1982.
A basic model was fitted to the utilization data for the year before admission and patterns of utilization were assessed for each gender-age group for the year before admission and for the two periods, using LISREL: Fifteen utilization variables were included: number of GP and specialist visits in different settings (office, home, etc.) and number of other services such as lab tests, hospital stay, etc.
The three files were linked to produce one record per client.
A model was identified that fits the data well. The total effect of GP emergency room visits on hospital stay is 0.30 compared to 0.19 direct effect. The additional impact is produced via the effect of specialist consultations on hospital stay. This and similar findings by age, gender, and period are consistent with the joint dependency of utilization variables.
The analysis shows that males and females have different utilization patterns, while age has no effect on utilization of health services by male clients and only a small effect on utilization patterns by female clients. Admission to LTC causes more specialist contacts resulting from contact with a GP and generally a more intensive use of diagnostic and surgical procedures. However, there is significantly less acute care hospital services utilization.
确定一个考虑到卫生服务利用变量之间相互关系的模型,该模型能够对一组老年客户的卫生服务利用模式进行考察。
本研究中每位客户的数据取自不列颠哥伦比亚省卫生部为行政目的维护的三个计算机数据库。利用变量的时间范围是1981 - 1982年进入不列颠哥伦比亚省长期护理项目前一年和入院后一年。
对入院前一年的利用数据拟合一个基本模型,并使用LISREL对每个性别 - 年龄组在入院前一年以及两个时间段的利用模式进行评估:纳入了15个利用变量,包括在不同场所(诊所、家中等)看全科医生和专科医生的次数,以及实验室检查、住院等其他服务的次数。
将这三个文件进行关联,为每位客户生成一条记录。
确定了一个与数据拟合良好的模型。全科医生急诊室就诊对住院时间的总效应为0.30,而直接效应为0.19。额外的影响是通过专科会诊对住院时间的作用产生的。按年龄、性别和时间段得出的这一结果及类似发现与利用变量的联合依赖性一致。
分析表明,男性和女性有不同的利用模式,年龄对男性客户的卫生服务利用没有影响,对女性客户的利用模式仅有微小影响。进入长期护理机构会因与全科医生的接触而导致更多专科会诊,并且总体上对诊断和外科手术程序的使用更为频繁。然而,急性护理医院服务的利用显著减少。