Evidence map›Paper›PMID 41557937›Full record

ArticleJournal of medical Internet research2026

Program Theory and Core Outcome Set Development for a Technology-Assisted Counseling Intervention in Dementia: Multimethods Study.

Dorothee Bauernschmidt, Anja Bieber, Ronja Hubrich, Janina Wittmann, Gabriele Meyer

Abstract read
In one paragraph

Article in Journal of medical Internet research, 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

5 authors.

Dorothee BauernschmidtInstitute of Health, Midwifery and Nursing Science, Medical Faculty, University Medicine Halle, Martin Luther University Halle-Wittenberg, Magdeburger Straße 8, Halle (Saale), 06112, Germany, 49 3455574466.ORCID http://orcid.org/0000-0002-4626-7822
Anja BieberInstitute of Health, Midwifery and Nursing Science, Medical Faculty, University Medicine Halle, Martin Luther University Halle-Wittenberg, Magdeburger Straße 8, Halle (Saale), 06112, Germany, 49 3455574466.ORCID http://orcid.org/0000-0002-9506-2532
Ronja HubrichInstitute of Health, Midwifery and Nursing Science, Medical Faculty, University Medicine Halle, Martin Luther University Halle-Wittenberg, Magdeburger Straße 8, Halle (Saale), 06112, Germany, 49 3455574466.ORCID http://orcid.org/0009-0008-6310-3337
Janina WittmannInstitute of Health, Midwifery and Nursing Science, Medical Faculty, University Medicine Halle, Martin Luther University Halle-Wittenberg, Magdeburger Straße 8, Halle (Saale), 06112, Germany, 49 3455574466.ORCID http://orcid.org/0000-0003-4776-1707
Gabriele MeyerInstitute of Health, Midwifery and Nursing Science, Medical Faculty, University Medicine Halle, Martin Luther University Halle-Wittenberg, Magdeburger Straße 8, Halle (Saale), 06112, Germany, 49 3455574466.ORCID http://orcid.org/0000-0002-3188-2902

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Counseling in family dementia care aims to support caregivers in mastering challenges. The use of information and communication technologies (ICT) to administer counseling can improve accessibility. Evidence syntheses report inconsistent findings on the effectiveness of technology-assisted counseling. There is a considerable heterogeneity in outcomes assessed in clinical trials, and approaches to develop and evaluate interventions are not guided by theory in most cases. Objective: This study aims to develop an initial program theory of a technology-assisted counseling intervention for family dementia caregivers and to create the data basis for the consensus process of a core outcome set. Methods: We integrated the methodological strands for the development of a program theory and a core outcome set in an innovative way. A scoping review was conducted to collect data on characteristics and theoretical foundations of technology-mediated counseling interventions as well as outcomes of clinical studies. We explored the lived experience of relevant interest-holders and conducted semistructured interviews applying a phenomenological approach to data analysis. Synthesis of findings was performed by developing a logic model and formulating an initial program theory. Results: We included 69 records reporting on 34 interventions. Designs and other study characteristics vary, and interventions are heterogeneous in terms of components and ICT used for delivering counseling. We conducted interviews with 15 family caregivers and 12 counselors. The themes being affected, feeling insecure and helpless in the face of the health care system, and search for information and communicative exchange illustrate the caregivers' lifeworld perception. Themes identified in counselors' interviews comprise work attitude and standards, unpredictability, expectations, working conditions, organizational influence, and tools: techniques and networking. The constitutive pattern of having/being somebody to count on was incorporated into the program theory. In the theory of change, we describe the way to a sustainable supportive cooperation between caregivers and counselors ensuring ongoing support throughout the caregiving process. We explicate the effects of the technology-assisted counseling intervention such as improved knowledge, attitude, and interaction, as well as stability and safety of care in the outcomes chain. The theory of action comprises the inputs, activities, and outputs of the intervention. The graphical synthesis of findings is presented in the logic model. Conclusions: To effectively develop, implement, and evaluate technology-assisted counseling in family dementia care, a theory-led approach is essential. A carefully modeled intervention that combines technological options with in-person counseling may help to overcome disparities in access to health care and improve accessibility to counseling. A supportive working environment for counselors, in which artificial intelligence is used to reduce time spent on documentation and administrative tasks, may help mitigate the effects of the growing shortage of skilled professionals.

Indexed as

CaregiversCounselingDementiaHumanscore outcome setcounselingdementiafamily caregiverlogic modeltheory

Identifiers

PMID41557937
PMCPMC12818504

What Socratic 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 Socratic graph.