Evidence mapPaperPMID 42555821Full record

ArticleJMIR aging2026

Preparation for Future Care in Community-Dwelling Older Adults With Prefrailty and Frailty: Development and Pilot Test of a Digital Intervention.

Qiqi Ni, Jing Dong, Weilin Jiang, Jia Yi, Ran Yan, Yuhan Chen, Li Wang, Yiyu Zhuang

Abstract read
In one paragraph

Article in JMIR aging, 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

8 authors.

Qiqi Ni *Nursing Department, Sir Run Run Shaw Hospital, No. 3, Qingchun East Road, Shangcheng District, Hangzhou, Zhejiang, 310000, China, 86 13588708076.ORCID http://orcid.org/0000-0002-3416-6952
Jing Dong *Nursing Department, Sir Run Run Shaw Hospital, No. 3, Qingchun East Road, Shangcheng District, Hangzhou, Zhejiang, 310000, China, 86 13588708076.ORCID http://orcid.org/0000-0001-5568-4399
Weilin JiangNursing Department, Sir Run Run Shaw Hospital, No. 3, Qingchun East Road, Shangcheng District, Hangzhou, Zhejiang, 310000, China, 86 13588708076.ORCID http://orcid.org/0009-0000-3357-165X
Jia YiNursing Department, Sir Run Run Shaw Hospital, No. 3, Qingchun East Road, Shangcheng District, Hangzhou, Zhejiang, 310000, China, 86 13588708076.ORCID http://orcid.org/0009-0002-8918-9622
Ran YanNursing Department, Sir Run Run Shaw Hospital, No. 3, Qingchun East Road, Shangcheng District, Hangzhou, Zhejiang, 310000, China, 86 13588708076.ORCID http://orcid.org/0009-0006-6939-0969
Yuhan ChenNursing Department, Sir Run Run Shaw Hospital, No. 3, Qingchun East Road, Shangcheng District, Hangzhou, Zhejiang, 310000, China, 86 13588708076.ORCID http://orcid.org/0009-0005-3680-3432
Li WangNursing Department, Sir Run Run Shaw Hospital, No. 3, Qingchun East Road, Shangcheng District, Hangzhou, Zhejiang, 310000, China, 86 13588708076.ORCID http://orcid.org/0009-0000-5653-7753
Yiyu ZhuangNursing Department, Sir Run Run Shaw Hospital, No. 3, Qingchun East Road, Shangcheng District, Hangzhou, Zhejiang, 310000, China, 86 13588708076.ORCID http://orcid.org/0000-0002-1416-1919

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: China's rapidly aging population and high burden of frailty make proactive preparation for future care increasingly urgent, yet few older adults engage in such preparation. Existing interventions often overlook the heterogeneity between prefrail and frail populations and lack precision-oriented digital strategies. Objective: Building on a series of prior empirical studies, this study aimed to develop and pilot-test a digital intervention to support preparation for future care among community-dwelling older adults with prefrailty and frailty. Methods: The "Yi Yang Plan," a WeChat mini-program, was developed through a rigorous multiphase process, including a scoping review, a convergent mixed methods study, and a structural equation model. These findings informed the design of a tailored, stage-specific intervention targeting the distinct needs of prefrail and frail older adults. An interdisciplinary team subsequently refined the intervention using an iterative design approach. The intervention modules comprised 4 processes: Awareness Enhancement, Care Resources, Care Decision-Making, and Care Planning. Pilot testing involved expert panel consultations and think-aloud tests. Expert characteristics, engagement, and authority coefficients were assessed, and feedback was synthesized using content analysis. Feasibility and acceptability among older adults and their family members were evaluated through task completion metrics, satisfaction surveys, think-aloud protocols, and semistructured interviews. Results: Seven experts participated in the consultation, with an engagement coefficient of 100% and an authority coefficient of 0.88. Recommendations were synthesized into four key themes: (1) establishing mechanisms for care plan updating and review, (2) strengthening user-centered design, (3) implementing dynamic resource management and robust data security measures, and (4) enhancing integration with community care systems and policy frameworks. A total of 20 older adults and 20 family members were recruited. All participants successfully completed the assigned tasks, with a mean completion time of 20.7 (SD 5.2) minutes. Satisfaction ratings were generally favorable. The qualitative findings indicated that the intervention was perceived as useful and professionally designed, while also identifying several challenges, including variability in preparation for future care readiness and educational levels, limited interactivity, insufficient practical content, and reliance on support from adult children. Suggested improvements included enhanced personalization, additional supportive tools, improved usability, greater involvement of adult children, and stronger integration with offline services. Conclusions: The "Yi Yang Plan" demonstrated preliminary scientific validity, feasibility, and acceptability as a multidisciplinary, collaboratively developed digital intervention to support preparation for future care among older adults with prefrailty and frailty. By translating prior empirical and theoretical findings into a differentiated, precision-oriented digital strategy, this study advances interventions beyond conventional one-size-fits-all approaches. Future iterations should focus on optimizing system architecture, user interface design, platform functionality, and implementation strategies. Further research should conduct higher-quality randomized controlled trials to evaluate the platform's effectiveness.

Indexed as

Frail ElderlyFrailtyIndependent LivingAgedAged, 80 and overAging in PlaceChinaDigital HealthFemaleHumansMalePilot Projectscommunity-dwellingdigital interventionfrailtypilot testpreparation for future care

Identifiers

PMID42555821
PMCPMC13440639

What Socratic holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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 Socratic graph.