School of Population and Public Health, University of British Columbia, Vancouver, British Columbia, Canada.
Centre for Health Evaluation and Outcome Sciences, Vancouver, British Columbia, Canada.
PLoS One. 2020 Jul 7;15(7):e0235774. doi: 10.1371/journal.pone.0235774. eCollection 2020.
Middle-aged and older adults are more likely to suffer from chronic conditions, which can increase their need for both formal and informal care. This study seeks to assess and compare the extent to which the use of formal and informal care is attributed to different chronic conditions among middle-aged and older women and men in Canada.
We used baseline data from the Canadian Longitudinal Study on Aging (CLSA). Outcomes of interest were the number of hours of formal care and informal care received during the past 12 months. All chronic conditions were first classified according to existing classification frameworks. If total formal and informal care hours for a particular condition differed greatly from other conditions, we considered it as a stand-alone classification. We used a two-part model consisting of a logistic regression for the probability of receiving formal/informal care and a generalized linear model for the hours of formal/informal care for those who received care.
Our final analytic sample was 23,206 women and 22,903 men who did not have missing data. Among the 16 chronic conditions considered, multiple sclerosis, memory problems, Parkinsonism, and stroke had the greatest average marginal effects on overall hours of formal care among women (53.07, 13.95, 9.13 and 8.14 incremental hours annually, respectively) and men (152.17, 8.13, 13.95 and 6.00 incremental hours). Similarly, the average marginal effects of these four conditions on informal care were the greatest (77.78, 29.52, 26.18 and 34.95 incremental hours for women and 133.94, 34.99, 104.86 and 17.85 incremental hours for men).
Chronic conditions, especially multiple sclerosis, Parkinsonism, memory problems, and stroke, are associated with substantial time of formal and informal care in middle-aged and older women and men. Findings will help decision-makers assess the potential impact of chronic disease prevention and management programs in an aging population.
中年和老年人更容易患有慢性病,这可能增加他们对正式和非正式护理的需求。本研究旨在评估和比较在加拿大,中年和老年人中,不同慢性病对正式和非正式护理使用的程度。
我们使用了加拿大老龄化纵向研究(CLSA)的基线数据。感兴趣的结果是过去 12 个月内接受的正式和非正式护理的小时数。所有的慢性病首先根据现有的分类框架进行分类。如果特定疾病的总正式和非正式护理时间与其他疾病有很大差异,我们将其视为单独的分类。我们使用了一个两部分模型,包括一个用于接受正式/非正式护理的概率的逻辑回归和一个用于接受护理的人正式/非正式护理时间的广义线性模型。
我们的最终分析样本是 23206 名女性和 22903 名男性,他们没有缺失数据。在考虑的 16 种慢性病中,多发性硬化症、记忆问题、帕金森病和中风对女性(每年分别增加 53.07、13.95、9.13 和 8.14 小时)和男性(每年增加 152.17、8.13、13.95 和 6.00 小时)的总正式护理时间有最大的平均边际效应。同样,这些四个条件对非正式护理的平均边际效应最大(女性增加 77.78、29.52、26.18 和 34.95 小时,男性增加 133.94、34.99、104.86 和 17.85 小时)。
慢性病,尤其是多发性硬化症、帕金森病、记忆问题和中风,与中年和老年人的大量正式和非正式护理时间有关。这些发现将帮助决策者评估慢性病预防和管理计划在老龄化人口中的潜在影响。