Evidence map›Paper›PMID 42040150›Full record

Trial reportFrontiers in public health2026

Primary care providers' perspectives on the implementation of couple-based collaborative management for Chinese older adults with type 2 diabetes: a mixed-methods study.

Yingxin Xu, Conghui Yang, Jingyi Zhi, Yujie Ma, Huiqiong Zheng, Qiao Liu, Jing Liao

Abstract readRandomized Controlled Trial
In one paragraph

Trial report 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.

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

7 authors.

Yingxin XuDepartment of Medical Statistics and Epidemiology, Sun Yat-sen University, Guangzhou, China.
Conghui YangDepartment of Medical Statistics and Epidemiology, Sun Yat-sen University, Guangzhou, China.
Jingyi ZhiDepartment of Medical Statistics and Epidemiology, Sun Yat-sen University, Guangzhou, China.
Yujie MaDepartment of Medical Statistics and Epidemiology, Sun Yat-sen University, Guangzhou, China.
Huiqiong ZhengDepartment of Medical Statistics and Epidemiology, Sun Yat-sen University, Guangzhou, China.
Qiao LiuDepartment of Medical Statistics and Epidemiology, Sun Yat-sen University, Guangzhou, China.
Jing LiaoDepartment of Medical Statistics and Epidemiology, Sun Yat-sen University, Guangzhou, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Couple-based collaborative management (CCMM) has shown promise in supporting chronic disease self-management among older adults and addressing the growing public health burden, but its integration into primary care remains uncertain. This study explored primary care providers' (PCPs) perceptions of CCMM using normalization process theory (NPT) to identify key factors influencing its routine implementation. Methods: Thirty five PCPs involved in a community-based randomized controlled trial completed the Normalization Measure Development (NoMAD) questionnaire. Descriptive statistics and Cronbach's alpha were used to assess quantitative data. Semi-structured interviews were conducted with five purposively selected PCPs and were analyzed thematically according to NPT constructs. Results: PCPs reported high familiarity with CCMM (mean = 8.03, SD = 1.36) and positive views regarding its potential integration into practice. Mean scores for the four NPT constructs ranged from 1.76 to 2.47, and internal consistency of the NoMAD was strong (Cronbach's alpha = 0.94). PCPs recognized CCMM as distinct from usual practice and valued its relevance (coherence), which encouraged engagement (cognitive participation). However, barriers included heavy workloads, staff shortages, limited confidence in some clinical tasks, challenges in sustaining continuity, and concerns about patient adherence and couple relationships. These factors hindered collective action and reflexive monitoring. Conclusion: PCPs understood and supported CCMM conceptually and expressed willingness to adopt it, yet structural and organizational barriers limited its practical implementation. Implementing CCMM in primary care could improve chronic disease management and promote healthy aging. Addressing workload pressures, enhancing provider training, and ensuring continuity will be essential to normalize CCMM in primary care.

Indexed as

Attitude of Health PersonnelDiabetes Mellitus, Type 2Physicians, Primary CarePrimary Health CareAdultAgedChinaCooperative BehaviorFemaleHumansMaleMiddle AgedSurveys and Questionnairescouple-based collaborative managementimplementation sciencenormalization process theoryprimary caretype 2 diabetes

Identifiers

PMID42040150
PMCPMC13105969

What OpenQuestion 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 OpenQuestion graph.