Frontiers in Digital Health | Human Factors and Digital Health

Systematic Review

Published on 23 Jan 2026

Neurorehabilitation technologies and functional recovery after brain injury: influence of sex, an integrative review

in Human Factors and Digital Health

Phoebe Bennett
Neil Barr

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1677873

250 views

Original Research

Published on 23 Jan 2026

Young males in crisis: pathways, usage and acceptability of an online messenger based psychosocial counselling service

in Human Factors and Digital Health

Juliane Hug
Elisabeth Kohls
Konrad Jakob Endres
Melanie Eckert
Richard Wundrack
Shadi Saee
Juliane Pougin
Aneliana da Silva Prado
Christine Rummel-Kluge

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1735723

255 views

Brief Research Report

Accepted on 22 Jan 2026

Prescription Drug Monitoring Program Perceptions Before and After an Interprofessional Workshop: A Theory-Informed Longitudinal Survey Study

in Human Factors and Digital Health

Anne Taylor
Haley Phillippe
Brent Fox
Karen Marlowe
Renee Delaney
Garrett Aikens
Nicholas McCormick
Lindsey Hohmann

Frontiers in Digital Health

Original Research

Published on 21 Jan 2026

Impact of tele-ultrasound on novice users in patients with suspected COVID-19 in an urgent care setting

in Human Factors and Digital Health

John L. Kendall
Sarah Janik
Paul Khalil
Tim Scheel
Michael Breyer
Stacy A. Trent
Matthew Riscinti

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1703121

300 views

Data Report

Accepted on 19 Jan 2026

Data Report about Course on Underlying Cause-of-Death Coding (ICD-10): the case Virtual Learning Environment of the Brazilian Health System

in Human Factors and Digital Health

Aldiney José Doreto
António M. Teixeira
Janaína Valentim
João Paulo Queiroz dos Santos
Talita Katiane De Brito Pinto
Yluska M. M. B. Mendes
Aline De Pinho Dias
Karla M. D. Coutinho
Ednara N. Gonçalves
Andréa Pinheiro

Frontiers in Digital Health

Original Research

Accepted on 15 Jan 2026

Information Technology Acceptance and Adoption in the Telemedicine Sector: A Case of Mobile Health Apps

in Human Factors and Digital Health

Bareeq AlGhannam
Mariam Alsabah
Shaikhah Alainati
Ahmad Alsaber
Faisal AlReshaid
Omar AlHussainan
Omer Gibreel
Mohammad Alkandari

Frontiers in Digital Health

390 views

Review

Published on 15 Jan 2026

Rethinking the digital divide in health: a critical interpretive synthesis of research literature

in Human Factors and Digital Health

Meghan Bradway
Bo Wang
Henriette Lauvhaug Nybakke
Stine Agnete Ingebrigtsen
Kari Dyb
Eirin Rødseth

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1683565

716 views

Original Research

Accepted on 14 Jan 2026

Perspectives on the Use of Artificial Intelligence in Japan: A Focus Group Interview of Healthcare Providers

in Human Factors and Digital Health

Atsushi Kogetsu
Kazuto Kato
Beverley Anne Yamamoto

Frontiers in Digital Health

122 views

Hypothesis and Theory

Published on 13 Jan 2026

Achieving clinically meaningful outcomes in digital health: a six-step, cyclical precision engagement framework (ENGAGE)

in Human Factors and Digital Health

Anne-Kathrin Eiselt
Suzanne Kirkendall
Engelina Xiong
David Langner
Micah Goldfarb

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1713334

1,177 views

Original Research

Published on 13 Jan 2026

Influencing public acceptance of artificial intelligence (AI) in healthcare delivery

in Human Factors and Digital Health

Selin Aras
Calvin Drakos
Vineesha Manimangalam
Moiz Ali Nasir
Christina Burns
Davey Smith
Ozlem Equils

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1664345

1,121 views

Original Research

Accepted on 07 Jan 2026

Machine Learning and Engagement Insights for Personalized Blood Glucose Management

in Human Factors and Digital Health

Inbar Breuer Asher
David L Horwitz
Omar Manejwala
Yifat Fundoiano-Hershcovitz

Frontiers in Digital Health

122 views

Original Research

Published on 06 Jan 2026

Artificial intelligence in emergency department triage: perspective of human professionals

in Human Factors and Digital Health

Alina Petrica
Adina Maria Marza
Claudiu Barsac
Andreea Cebzan
Ioan Dragan
Daniela Zaharie
Raluca Horhat
Diana Lungeanu

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1693060

1,404 views

Original Research

Published on 02 Jan 2026

Experience sampling methodology in pediatrics: a qualitative analysis of user perspectives on the PROfeel blended mHealth intervention for fatigue

in Human Factors and Digital Health

Anna M. Braspenning
Maartje D. Stutvoet
Sanne L. Nijhof
Elise van de Putte
Remco C. Veltkamp
Rens Brankaert
Inge M. B. Bongers
Eveline J. M. Wouters

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1628823

926 views

Original Research

Published on 02 Jan 2026

Adapting virtual agent interaction style with reinforcement learning to enhance affective engagement

in Human Factors and Digital Health

Christian Tamantini
Alessandro Umbrico
Francesca Fracasso
Gloria Beraldo
Gabriella Cortellessa
Andrea Orlandini

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1680605

766 views

Review

Accepted on 30 Dec 2025

Tele-Rehabilitation in Rural Nepal: A Systematic Review of Effectiveness, Barriers, and Strategic Directions for Digital Health Equity

in Human Factors and Digital Health

Amrit Dhakal

Frontiers in Digital Health

185 views

Original Research

Accepted on 30 Dec 2025

Formative Research and Design for a Mobile Health Platform for Oral Cancer Screening and Detection (OC-DETECT) – A Mixed Methods Study

in Human Factors and Digital Health

Krystyna Renata Isaacs
Praveen Birur N
Mariam Siddiqui
Kajal Patel
Aarenee I. Greene
Lopamudra Ray Saraswati
Jigyasa Singh
Yukiko Washio
Yi Cui
Katie H.K Chang

Frontiers in Digital Health

167 views

Original Research

Accepted on 24 Dec 2025

Breaking barriers: Harnessing artificial intelligence for a stigma-free, efficient HIV prevention assessment among adults in South Africa

in Human Factors and Digital Health

Caroline Govathson
Candice Chetty-Makkan
Ross Greener
Sasha Frade
Dino Rech
Sarah Morris
Johann Richard
Rouella Mendonca
Natalie Maricich
Lawrence Long

Frontiers in Digital Health

226 views

Original Research

Published on 17 Dec 2025

Effectiveness of an integrated community and hospital digital health information system for maternal and newborn healthcare in Northern Kenya: a nonrandomized before-after evaluation

in Human Factors and Digital Health

Elizabeth Adhiambo Ombech
Hellen Gatakaa
Enock Oloo
Micah Oduol
Patrick Ben Ang'ela
Peter Etee
Gertrude Nasike
Wycliffe Khamala
Bonventure Ameyo
Sarah Lokaala

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1584733

1,277 views

Original Research

Accepted on 16 Dec 2025

Tests of Large Language Models' Medical Competence and Application for Clinical Decision Support of Musculoskeletal Rehabilitation

in Human Factors and Digital Health

Ruikang Liu
Qiaoling Liu
Qiang Hu
Ruixing Nan
Jian He
Jinru Yang
Jialin Zhang
Guang Yang
Anyhao Yang
Xiling Xiao

Frontiers in Digital Health

275 views

Original Research

Published on 15 Dec 2025

Terrapino: a mobile application for Alzheimer’s risk assessment and cognitive health promotion

in Human Factors and Digital Health

Ross Andel
Katerina Sheardova
Jan Pavlik
Martin Vališ
Jana Amlerova
Jakub Hort

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1719645

1,190 views

Original Research

Published on 08 Dec 2025

R-AI-diographers: investigating the perceived impact of artificial intelligence on radiographers' careers, roles, and professional identity in the UK

in Human Factors and Digital Health

Gemma Walsh
Nikolaos Stogiannos
Benard Ohene-Botwe
Kevin McHugh
Alexander Spurge
Ben Potts
Christopher Gibson
Winnie Tam
Chris O’Sullivan
Anton Sheahan Quinsten

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1603511

2,182 views

Review

Published on 04 Dec 2025

Using shared clinical decision support to reduce adverse drug events and improve patient safety

in Human Factors and Digital Health

Jiancheng Ye
Sophie Bronstein

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1703141

2,495 views

Brief Research Report

Published on 28 Nov 2025

From engagement to empowerment: integrating gamification and the Living Lab methodology into child-centered health innovation

in Human Factors and Digital Health

Abdolrasoul Habibipour

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1685146

935 views

Original Research

Published on 25 Nov 2025

Mapping cognitive diversity in older adults through community-based digital screening via mobile devices: a cross-sectional latent class analysis

in Human Factors and Digital Health

Suguru Shimokihara
Kazuki Yokoyama
Keitaro Makino
Nozomu Ikeda
Kiyoji Matsuyama
Tomonori Kashiwagi
Chiaki Kawanishi
Hikaru Ihira

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1719318

905 views

218 articles

articles

Neurorehabilitation technologies and functional recovery after brain injury: influence of sex, an integrative review

Young males in crisis: pathways, usage and acceptability of an online messenger based psychosocial counselling service

Prescription Drug Monitoring Program Perceptions Before and After an Interprofessional Workshop: A Theory-Informed Longitudinal Survey Study

Impact of tele-ultrasound on novice users in patients with suspected COVID-19 in an urgent care setting

Data Report about Course on Underlying Cause-of-Death Coding (ICD-10): the case Virtual Learning Environment of the Brazilian Health System

Information Technology Acceptance and Adoption in the Telemedicine Sector: A Case of Mobile Health Apps

Rethinking the digital divide in health: a critical interpretive synthesis of research literature

Perspectives on the Use of Artificial Intelligence in Japan: A Focus Group Interview of Healthcare Providers

Achieving clinically meaningful outcomes in digital health: a six-step, cyclical precision engagement framework (ENGAGE)

Influencing public acceptance of artificial intelligence (AI) in healthcare delivery

Machine Learning and Engagement Insights for Personalized Blood Glucose Management

Artificial intelligence in emergency department triage: perspective of human professionals

Experience sampling methodology in pediatrics: a qualitative analysis of user perspectives on the PROfeel blended mHealth intervention for fatigue

Adapting virtual agent interaction style with reinforcement learning to enhance affective engagement

Tele-Rehabilitation in Rural Nepal: A Systematic Review of Effectiveness, Barriers, and Strategic Directions for Digital Health Equity

Formative Research and Design for a Mobile Health Platform for Oral Cancer Screening and Detection (OC-DETECT) – A Mixed Methods Study

Breaking barriers: Harnessing artificial intelligence for a stigma-free, efficient HIV prevention assessment among adults in South Africa

Effectiveness of an integrated community and hospital digital health information system for maternal and newborn healthcare in Northern Kenya: a nonrandomized before-after evaluation

Tests of Large Language Models' Medical Competence and Application for Clinical Decision Support of Musculoskeletal Rehabilitation

Terrapino: a mobile application for Alzheimer’s risk assessment and cognitive health promotion

R-AI-diographers: investigating the perceived impact of artificial intelligence on radiographers' careers, roles, and professional identity in the UK

Using shared clinical decision support to reduce adverse drug events and improve patient safety

From engagement to empowerment: integrating gamification and the Living Lab methodology into child-centered health innovation

Mapping cognitive diversity in older adults through community-based digital screening via mobile devices: a cross-sectional latent class analysis