ArticleImplementation science communications2025
Designing an intervention to improve cognitive evaluations in primary care.
Article in Implementation science communications, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.
What it found
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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.
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.
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Who cites it
3 citing papers in PubMed.
- Evaluation of a Digital, Self-Administered, Cognitive Test Battery in Older Adult Patients Undergoing Abdominal Surgery: Nonrandomized Feasibility Trial.JMIR formative research · 2025Trial
- WATCH-SS: Developing a Trustworthy and Explainable Modular Framework for Detecting Cognitive Impairment from Spontaneous Speech.Pacific Symposium on Biocomputing. Pacific Symposium on Biocomputing · 2026Article
- WATCH-SS: Developing a Trustworthy and Explainable Modular Framework for Detecting Cognitive Impairment from Spontaneous Speech.medRxiv : the preprint server for health sciences · 2025Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
8 authors.
Funding
Abstract
backgroundEarly diagnosis is crucial to the optimal management of patients with cognitive impairment due to Alzheimer's disease (AD) or AD-related dementias. For some patients, early detection of cognitive impairment enables access to disease-modifying therapies. For all patients, it allows access to psychosocial supports. Patients typically first present their concerns about their cognition to a primary care provider, but in this setting, cognitive impairment is commonly underdiagnosed. There is also high variability in how cognitive evaluations are performed. We sought to understand barriers to and facilitators of cognitive evaluations in primary care, map barriers to implementation strategies, and gain consensus from stakeholders on possible strategies to improve dementia diagnosis in primary care.
methodsSemi-structured interviews conducted with primary care providers (PCPs). We used the Consolidated Framework for Implementation Research to inform our question guide and analysis, and incorporated chart-stimulated recall - using actual patients who had cognitive complaints who had presented to these providers - to understand clinicians' medical decision-making processes. These data were used to map identified barriers and facilitators to targeted implementation strategies. Then, this candidate list of strategies was presented to an expert stakeholder panel including clinicians and clinical operations specialists. Through a modified Delphi process, the list was narrowed to select the most promising strategies to incorporate in an intervention to improve cognitive evaluations in primary care.
resultsTwenty PCPs were interviewed and mentioned barriers included lack of expertise to perform or interpret an assessment, time pressures, lack of incentives, competing priorities, lack of decision-making supports, and limited access to dementia specialists. Facilitators included the presence of an informant or caregiver and having additional staff to conduct cognitive testing. Implementation mapping resulted in a list of 15 candidate strategies. Using the modified Delphi process, these were narrowed to six.
conclusionsWe used a rigorous process to identify barriers to and facilitators of cognitive assessments in primary care, identify promising implementation strategies to address these barriers, and obtain the feedback of front-line users on these strategies. This holds substantial promise for improving cognitive assessments in primary care in future implementation trials.
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Registered trials
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