Evidence map›Paper›PMID 42450956›Full record

ArticleHealthcare (Basel, Switzerland)2026

A Multimodal Conversational Chatbot for Emotional Support and Daily Assistance in Older Adults: Design, Development and Pilot Usability Evaluation.

Gema Parra-Cabrera, Michel Rodríguez-Fariñas, Antonia Rodríguez-Martínez, Francisco Daniel Pérez-Cano

Abstract read
In one paragraph

Article in Healthcare (Basel, Switzerland), 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

4 authors.

Gema Parra-CabreraDepartamento de Ingeniería de Sistemas Informáticos, Escuela Técnica Superior de Ingeniería de Sistemas Informáticos, Universidad Politécnica de Madrid, 28031 Madrid, Spain.ORCID 0000-0003-0364-8657
Michel Rodríguez-FariñasDepartamento de Informática, Escuela Politécnica Superior de Jaén, Universidad de Jaén, 23071 Jaén, Spain.
Antonia Rodríguez-MartínezDepartamento de Psicología, Facultad de Trabajo Social, Universidad de Jaén, 23071 Jaén, Spain.ORCID 0000-0002-9920-5203
Francisco Daniel Pérez-CanoDepartamento de Informática, Escuela Politécnica Superior de Jaén, Universidad de Jaén, 23071 Jaén, Spain.ORCID 0000-0002-8065-8173

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

conversational AIconversational chatbotdigital inclusionemotional supporthealthy ageinghuman–computer interactionmultimodal interactionolder adults

Identifiers

PMID42450956
PMCPMC13360640

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.