ArticleRisk management and healthcare policy2021
Characteristics Predicting a High Caregiver Burden in Patients with Vascular Cognitive Impairment: Using the Apriori Algorithm to Delineate the Caring Scenario.
Article in Risk management and healthcare policy, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 13 papers.
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13 citing papers in PubMed, 20 citations in OpenAlex.
- Exploring psychological symptom associations among people living with HIV using an apriori algorithm.BMC infectious diseases · 2026Article
- Caregivers' burden analytics: combining variables from patients with dementia and their caregivers.BMC geriatrics · 2025Article
- Study of caregiver stress among carers of patients of cognitive impairment: An observational study from memory clinic of AIIMS, India.Journal of family medicine and primary care · 2025Article
- Development, Implementation, and Outcomes of Web-Based Interventions for Family Caregivers of Individuals with Dementia: A Scoping Review.Risk management and healthcare policy · 2025Review
- The effectiveness of video-based multiple training modalities in community service centers for dementia: a cluster randomized controlled study.Frontiers in medicine · 2025Article
- Caregivers' Burden on Patients with Dementia Having Multiple Chronic Diseases.Risk management and healthcare policy · 2024Article
- Care Need Combinations for Dementia Patients with Multiple Chronic Diseases.Psychology research and behavior management · 2023Article
- BPSDiary study protocol: a multi-center randomized controlled trial to compare the efficacy of a BPSD diary vs. standard care in reducing caregiver's burden.Frontiers in dementia · 2023Article
- The Impact of the Association between Cancer and Diabetes Mellitus on Mortality.Journal of personalized medicine · 2022Article
- Applying Apriori algorithm to explore long-term care services usage status-Variables based on the combination of patients with dementia and their caregivers.Frontiers in psychology · 2022Article
- Determinants of the need for respite according to the characteristics of informal carers of elderly people at home: results from the 2015 French national survey.BMC health services research · 2021Article
- Using the Apriori Algorithm to Explore Caregivers' Depression by the Combination of the Patients with Dementia and Their Caregivers.Risk management and healthcare policy · 2021Article
- A Comparison of Caregiver Burden for Different Types of Dementia: An 18-Month Retrospective Cohort Study.Frontiers in psychology · 2021Article
Corrections and comments
- Erratum issued
Authors and funding
5 authors at 4 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
purposeThe aim of this study was to elucidate the factors and caring scenarios associated with a moderate to severe care burden in the caregivers of patients with vascular cognitive impairment (VCI). PATIENTS AND
methodsThis cross-sectional study included 158 patients with VCI and their caregivers who were managed by the dementia collaborative care team at Changhua Christian Hospital, Taiwan. Gender, age, clinical dementia rating, walking ability, behavioral symptoms, and psychological symptoms were the variables from the patients with VCI. Age, marital status, relation to the VCI patient, education, employment status, help of key activities, type of primary care, frequency of care, ZBI (Zarit burden interview) caregiving burden, and caregiver's mood were the evaluated variables for the caregivers. The Apriori algorithm was used to identify the attributes that resulted in different caregiving burdens from a comprehensive viewpoint of both VCI patients and their caregivers.
resultsA total of 1193 rules were identified with 1134 rules belonging to caregivers with a mild to moderate burden and 59 rules belonging to caregivers with a moderate to severe burden. Seven general rules were created based on a summary of these 59 rules. The results showed that an employed female caregiver who was taking care of her husband alone for ≥6 days per week, and who was helping with all key activities was likely to experience a moderate to severe burden when the patient had VCI. Moreover, if the caregiver had a relatively low education level and expressed an abnormal mood during the assessment, this increased the likelihood of the caregiver having a moderate to severe burden.
conclusionThe caregiver's gender, relation to the care recipient, education level, mood status, employment status, and care loading were associated with a higher burden of care for caregivers of patients with VCI. Therefore, a dementia care team should provide personalized training for caregivers about the disease, care skills for specific behaviors and psychological symptoms of dementia (BPSD), and strategies to cope with their own feelings. Caregivers should also be referred to appropriate social resources, such as support groups or respite care.
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