Evidence map›Paper›PMID 41657690›Full record

ArticleFrontiers in public health2026

Identifying central behavioral and psychological symptoms associated with care time in older adults with dementia: a network analysis.

Chunqin Liu, Qing Luo, Ying Zhou, Huijuan Li, Haicheng Liu, Xinyang Hu

Abstract read
In one paragraph

Article in Frontiers in public health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

6 authors.

Chunqin LiuNursing Department, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, Guangdong, China.
Qing LuoSchool of Nursing, Guangzhou Medical University, Guangzhou, Guangdong, China.
Ying ZhouSchool of Health and Medicine, Guangzhou Hua Shang College, Guangzhou, Guangdong, China.
Huijuan LiNursing Department, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, Guangdong, China.
Haicheng LiuNursing Department, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, Guangdong, China.
Xinyang HuNursing Department, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, Guangdong, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: While behavioral and psychological symptoms of dementia (BPSD) are generally associated with care time, the strength and nature of these associations may vary across individual symptoms. Aim: To examine these nuanced associations using a network perspective among older adults with dementia, thereby yielding more comprehensive insights. Design: A cross-sectional study design was employed. Methods: Between December 2022 and May 2023, 205 Chinese older adults with dementia were recruited from two nursing homes in Guangzhou. BPSD severity and caregiver distress were assessed using the Neuropsychiatric Inventory (NPI). The Per-Minute Care Intensity method was used to quantify the amount of formal care time received within a 24-h period. Network analysis was conducted to illustrate the complex nuanced relationships between specific BPSD symptoms and corresponding care time. Results: Network analysis identified "irritability" and "agitation/aggression" severity, along with the caregiver distress caused by these two symptoms, as central nodes in two separate networks. In addition, the severity of "aberrant motor behaviors" and "agitation/aggression," as well as the related caregiver distress, emerged as key bridge nodes connecting BPSD symptoms with care time. Conclusion: These findings provide preliminary evidence of potential pathways through which specific BPSD symptoms are linked to care time in older adults with dementia. This underscores the importance of prioritizing targeted interventions for central and bridge symptoms such as agitation, irritability, and abnormal motor behavior. Future intervention studies are warranted to validate these findings and further refine strategies for optimizing care practice. Patient or public contribution: No patient or public contribution. Impact: A deeper understanding of the intricate connections between specific BPSD symptoms and corresponding care time will help administrators prioritize symptoms such as agitation and irritability when designing interventions aimed at reducing caregiver burden.

Indexed as

Behavioral SymptomsCaregiversDementiaAgedAged, 80 and overChinaCross-Sectional StudiesFemaleHumansMaleNursing Home ResidentsNursing HomesTime FactorsBPSDcare timedementianetwork analysisolder adults

Identifiers

PMID41657690
PMCPMC12875950

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.