Yan Guei-Jhen, Wang Wen-Fu, Jhang Kai-Ming, Lin Che-Wei, Wu Hsin-Hung
Secretary Office, Chuanghua Christian Hospital, Changhua, Taiwan.
Department of Neurology, Changhua Christian Hospital, Changhua, Taiwan.
Psychol Res Behav Manag. 2019 Jan 17;12:55-65. doi: 10.2147/PRBM.S187676. eCollection 2019.
Based on a person-centered care, the relationships between people with dementia and caregivers should be interconnected. There is a need to study what attributes would contribute a higher caregiving burden from a comprehensive viewpoint of care recipients and caregivers.
Apriori algorithm is performed with 12 variables for antecedents and caregiving burden for the consequent from the self-built database of a medical center in Taiwan. The minimum support, minimum confidence, and lift of Apriori algorithm are set to 5%, 90%, and > 1, respectively.
Thirty-two rules that satisfy the threshold values are found. Our findings show that clinical dementia rating of care recipients, type of dementia of care recipients, and age of caregivers are not the attributing variables to affect the caregiving burden. In contrast, the highest burden results from a female spouse or a sole caregiver. Moreover, the burden is associated with the type of primary care, frequency of care, and help of key activities.
基于以患者为中心的护理理念,痴呆症患者与照料者之间的关系应相互关联。有必要从受照料者和照料者的综合角度研究哪些因素会导致更高的照料负担。
利用台湾某医疗中心自建数据库中的12个先行变量和作为结果的照料负担进行Apriori算法。Apriori算法的最小支持度、最小置信度和提升度分别设置为5%、90%和>1。
发现了32条满足阈值的规则。我们的研究结果表明,受照料者的临床痴呆评定、受照料者的痴呆类型和照料者的年龄不是影响照料负担的归因变量。相比之下,女性配偶或唯一照料者导致的负担最高。此外,负担与初级护理类型、护理频率和关键活动的帮助有关。