Evidence map›Paper›PMID 42044955›Full record

ArticleBMJ open2026

Development of a community home-based dual-supplier cooperation care model for people with dementia based on an intelligent decision-assistance system: protocol of a 1-year randomised controlled trial in China.

Zhuang Zhuang, Can-Yang Li, Wei-Hua Li, Ya-Qi Wang, Yu Wang, Yu-Shan Hou, Zi-Wen Wang, Ming-Ming Xu, Qi-Yuan Lyu, Jing-Yu Xie

Abstract readClinical Trial Protocol
In one paragraph

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

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

10 authors.

Zhuang Zhuang *Nursing Department, Shenzhen Traditional Chinese Medicine Hospital, Shenzhen, Guangdong, China.
Can-Yang Li *Nursing Department, Beijing Chao-Yang Hospital Capital Medical University, Beijing, Beijing, China.ORCID http://orcid.org/0009-0007-2783-1524
Wei-Hua LiSchool of Nursing, Chongqing Three Gorges Medical College, Chongqing, Chongqing, China.
Ya-Qi WangSchool of Nursing, Jinan University, Guangzhou, Guangdong, China.
Yu WangThe Community Service Center of Jnan University, Jinan University First Affiliated Hospital, Guangzhou, Guangdong, China.ORCID http://orcid.org/0000-0003-1581-0818
Yu-Shan HouDepartment of Geriatric Psychology, ShanDong DaiZhuang Hospital, Jining, Shandong, China.
Zi-Wen WangSchool of Nursing, Jinan University, Guangzhou, Guangdong, China.
Ming-Ming XuNursing Department, Shenzhen Traditional Chinese Medicine Hospital, Shenzhen, Guangdong, China yuanqlv@163.com 13929729068@163.com szszyyhlb@163.com.
Qi-Yuan LyuSchool of Nursing, Jinan University, Guangzhou, Guangdong, China yuanqlv@163.com 13929729068@163.com szszyyhlb@163.com.
Jing-Yu XieNursing Department, Maoming People's Hospital, Maoming, China yuanqlv@163.com 13929729068@163.com szszyyhlb@163.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

introductionDementia imposes significant care and financial burdens on families and countries globally. While high-quality home-based care is crucial, the current supply chain of care-relying on family caregivers and community healthcare workers-remains fragmented and lacks effective integration. Furthermore, although artificial intelligence (AI) holds promise, existing applications predominantly focus on diagnosis or monitoring rather than holistic care delivery and quality of life (QoL). This study aims to evaluate the effectiveness of the community home-based dual-supplier cooperation (CHDSC) care model in older people with dementia. METHODS AND ANALYSIS: A 1-year, assessor-blinded, parallel-group, superiority randomised controlled trial with 1:1 allocation will be conducted. A total of 200 pairs (community-dwelling people with dementia aged ≥65 years and their primary family caregivers) will be recruited from four community health centres in Guangzhou, China, and randomly assigned to either the CHDSC care model intervention or usual care. The intervention comprises monthly home visits following a structured six-step cycle (problem assessment, personalised recommendation generation, case seminar, training, task execution with progressive handover and reassessment), delivered collaboratively by community healthcare workers and family caregivers and guided by an intelligent decision-assistance system. The primary outcome is the QoL of patients assessed using the Quality of Life in Alzheimer's Disease scale. Secondary outcomes include caregiver burden, quality of home-based care, behavioural and psychological symptoms, cognitive function, ability to perform activities of daily living, adverse event rate and unplanned readmission rate. A comprehensive process evaluation embedded in the randomised controlled trial will be taken. ETHICS AND DISSEMINATION: Ethics approval was obtained from the Institutional Review Board of Jinan University. Written informed consent will be obtained from all participants. The study findings will be disseminated through publication in a peer-reviewed journal and presented at conferences. TRIAL REGISTRATION NUMBER: ChiCTR2300075393: Implementation and effectiveness evaluation of a home-based dual-supplier cooperation care model for community-dwelling patients with dementia based on intelligent decision assistance system.

Indexed as

Artificial IntelligenceDementiaHome Care ServicesAgedAging in PlaceCaregiversChinaHumansIndependent LivingQuality of LifeRandomized Controlled Trials as TopicAgedCaregiversDementiaHealth Services for the AgedNursing Care

Identifiers

PMID42044955
PMCPMC13141245

What OpenQuestion holds

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Registered trials

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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.