A Web-Based Mobile App (INTERACCT App) for Adolescents Undergoing Cancer and Hematopoietic Stem Cell Transplantation Aftercare to Improve the Quality of Medical Information for Clinicians: Observational Study.


Journal

JMIR mHealth and uHealth
ISSN: 2291-5222
Titre abrégé: JMIR Mhealth Uhealth
Pays: Canada
ID NLM: 101624439

Informations de publication

Date de publication:
30 06 2020
Historique:
received: 18 03 2020
accepted: 13 05 2020
revised: 18 04 2020
entrez: 1 7 2020
pubmed: 1 7 2020
medline: 19 3 2021
Statut: epublish

Résumé

A growing number of cancer and hematopoietic stem cell transplant (HSCT) survivors require long-term follow-up with optimal communication schemes, and patients' compliance is crucial. Adolescents have various unmet needs. Regarding self-report of symptoms and health status, users of mobile apps showed enhanced compliance. Currently, HSCT aftercare at the HSCT outpatient clinic of the St. Anna Children's Hospital in Vienna, Austria, is based on handwritten diaries, carrying various disadvantages. Recently, we developed the prototype of a web-based, self-monitoring gamified mobile app tailored for adolescents: the INTERACCT (Integrating Entertainment and Reaction Assessment into Child Cancer Therapy) app. This observational, prospective study evaluated the usability of the INTERACCT app for tracking real-time self-reported symptoms and health status data in adolescent HSCT patients and a healthy matched control group. The primary outcome of the study was the quality of the self-reported medical information. We hypothesized that the mobile app would provide superior medical information for the clinicians than would the handwritten diaries. Health data were reported via paper diary and mobile app for 5 consecutive days each. The quality of medical information was rated on a 5-point scale independently and blinded by two HSCT clinicians, and the duration of use was evaluated. A total of 52 participant questionnaires were assessed for gaming patterns and device preferences, self-efficacy, users' satisfaction, acceptability, and suggestions for improvement of the mobile app. Interrater reliability was calculated with the intraclass correlation coefficient, based on a two-way mixed model; one-way repeated-measures analysis of variance and t tests were conducted post hoc. Descriptive methods were used for correlation with participants' demographics. For users' satisfaction and acceptability of the mobile app, the median and the IQR were calculated. Data from 42 participants-15 patients and 27 healthy students-with comparable demographics were evaluated. The results of our study indicated a superiority of the quality of self-reported medical data in the INTERACCT app over traditional paper-and-pencil assessment (mobile app: 4.14 points, vs paper-based diary: 3.77 points, P=.02). The mobile app outperformed paper-and-pencil assessments mainly among the patients, in particular among patients with treatment-associated complications (mobile app: 4.43 points, vs paper-based diary: 3.73 points, P=.01). The mobile app was used significantly longer by adolescents (≥14 years: 4.57 days, vs ≤13 years: 3.14 days, P=.03) and females (4.76 days for females vs 2.95 days for males, P=.004). This corresponds with a longer duration of use among impaired patients with comorbidities. User satisfaction and acceptability ratings for the mobile app were high across all groups, but adherence to entering a large amount of data decreased over time. Based on our results, we developed a case vignette of the target group. Our study was the first to show that the quality of patient-reported medical information submitted via the INTERACCT app embedded in a serious game is superior to that submitted via a handwritten diary. In light of these results, a refinement of the mobile app supported by a machine learning approach is planned within an international research project.

Sections du résumé

BACKGROUND
A growing number of cancer and hematopoietic stem cell transplant (HSCT) survivors require long-term follow-up with optimal communication schemes, and patients' compliance is crucial. Adolescents have various unmet needs. Regarding self-report of symptoms and health status, users of mobile apps showed enhanced compliance. Currently, HSCT aftercare at the HSCT outpatient clinic of the St. Anna Children's Hospital in Vienna, Austria, is based on handwritten diaries, carrying various disadvantages. Recently, we developed the prototype of a web-based, self-monitoring gamified mobile app tailored for adolescents: the INTERACCT (Integrating Entertainment and Reaction Assessment into Child Cancer Therapy) app.
OBJECTIVE
This observational, prospective study evaluated the usability of the INTERACCT app for tracking real-time self-reported symptoms and health status data in adolescent HSCT patients and a healthy matched control group. The primary outcome of the study was the quality of the self-reported medical information. We hypothesized that the mobile app would provide superior medical information for the clinicians than would the handwritten diaries.
METHODS
Health data were reported via paper diary and mobile app for 5 consecutive days each. The quality of medical information was rated on a 5-point scale independently and blinded by two HSCT clinicians, and the duration of use was evaluated. A total of 52 participant questionnaires were assessed for gaming patterns and device preferences, self-efficacy, users' satisfaction, acceptability, and suggestions for improvement of the mobile app. Interrater reliability was calculated with the intraclass correlation coefficient, based on a two-way mixed model; one-way repeated-measures analysis of variance and t tests were conducted post hoc. Descriptive methods were used for correlation with participants' demographics. For users' satisfaction and acceptability of the mobile app, the median and the IQR were calculated.
RESULTS
Data from 42 participants-15 patients and 27 healthy students-with comparable demographics were evaluated. The results of our study indicated a superiority of the quality of self-reported medical data in the INTERACCT app over traditional paper-and-pencil assessment (mobile app: 4.14 points, vs paper-based diary: 3.77 points, P=.02). The mobile app outperformed paper-and-pencil assessments mainly among the patients, in particular among patients with treatment-associated complications (mobile app: 4.43 points, vs paper-based diary: 3.73 points, P=.01). The mobile app was used significantly longer by adolescents (≥14 years: 4.57 days, vs ≤13 years: 3.14 days, P=.03) and females (4.76 days for females vs 2.95 days for males, P=.004). This corresponds with a longer duration of use among impaired patients with comorbidities. User satisfaction and acceptability ratings for the mobile app were high across all groups, but adherence to entering a large amount of data decreased over time. Based on our results, we developed a case vignette of the target group.
CONCLUSIONS
Our study was the first to show that the quality of patient-reported medical information submitted via the INTERACCT app embedded in a serious game is superior to that submitted via a handwritten diary. In light of these results, a refinement of the mobile app supported by a machine learning approach is planned within an international research project.

Identifiants

pubmed: 32602847
pii: v8i6e18781
doi: 10.2196/18781
pmc: PMC7367529
doi:

Types de publication

Journal Article Observational Study Research Support, Non-U.S. Gov't

Langues

eng

Sous-ensembles de citation

IM

Pagination

e18781

Informations de copyright

©Anita Lawitschka, Stephanie Buehrer, Dorothea Bauer, Konrad Peters, Marisa Silbernagl, Natalia Zubarovskaya, Barbara Brunmair, Fares Kayali, Helmut Hlavacs, Ruth Mateus-Berr, David Riedl, Gerhard Rumpold, Christina Peters. Originally published in JMIR mHealth and uHealth (http://mhealth.jmir.org), 30.06.2020.

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Auteurs

Anita Lawitschka (A)

Stem Cell Transplantation-Outpatient and Aftercare Clinic, St. Anna Children's Hospital, Medical University Vienna, Vienna, Austria.
Children's Cancer Research Institute, Vienna, Austria.

Stephanie Buehrer (S)

Department of Clinical and Health Psychology, Faculty of Psychology, University of Vienna, Vienna, Austria.

Dorothea Bauer (D)

Children's Cancer Research Institute, Vienna, Austria.
Department of Stem Cell Transplantation, St. Anna Children's Hospital, Medical University of Vienna, Vienna, Austria.

Konrad Peters (K)

Faculty of Computer Science, University of Vienna, Vienna, Austria.

Marisa Silbernagl (M)

Center for Public Health, Medical University Vienna, Vienna, Austria.

Natalia Zubarovskaya (N)

Stem Cell Transplantation-Outpatient and Aftercare Clinic, St. Anna Children's Hospital, Medical University Vienna, Vienna, Austria.
Children's Cancer Research Institute, Vienna, Austria.

Barbara Brunmair (B)

Science Communication, Children's Cancer Research Institute, Vienna, Austria.

Fares Kayali (F)

Center for Teacher Education, Vienna University of Technology, Vienna, Austria.

Helmut Hlavacs (H)

Faculty of Computer Science, University of Vienna, Vienna, Austria.

Ruth Mateus-Berr (R)

Center for Didactics of Art and Interdisciplinary Education, University of Applied Arts Vienna, Vienna, Austria.

David Riedl (D)

Department of Psychiatry, Psychotherapy and Psychosomatics, University Clinic of Medical Psychology, Innsbruck, Austria.

Gerhard Rumpold (G)

Department of Psychiatry, Psychotherapy and Psychosomatics, University Clinic of Medical Psychology, Innsbruck, Austria.
Evaluation Software Development, Innsbruck, Austria.

Christina Peters (C)

Stem Cell Transplantation-Outpatient and Aftercare Clinic, St. Anna Children's Hospital, Medical University Vienna, Vienna, Austria.
Children's Cancer Research Institute, Vienna, Austria.

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