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Mobile Apps for Hematological Conditions: Review and Content Analysis Using the Mobile App Rating Scale
BACKGROUND: Hematological conditions are prevalent disorders that are associated with significant comorbidities and have a major impact on patient care. Concerning new tools for the care of these patients, the number of health apps aimed at hematological patients is growing. Currently, there are no...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
JMIR Publications
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8892317/ https://www.ncbi.nlm.nih.gov/pubmed/35171109 http://dx.doi.org/10.2196/32826 |
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author | Narrillos-Moraza, Álvaro Gómez-Martínez-Sagrera, Patricia Amor-García, Miguel Ángel Escudero-Vilaplana, Vicente Collado-Borrell, Roberto Villanueva-Bueno, Cristina Gómez-Centurión, Ignacio Herranz-Alonso, Ana Sanjurjo-Sáez, María |
author_facet | Narrillos-Moraza, Álvaro Gómez-Martínez-Sagrera, Patricia Amor-García, Miguel Ángel Escudero-Vilaplana, Vicente Collado-Borrell, Roberto Villanueva-Bueno, Cristina Gómez-Centurión, Ignacio Herranz-Alonso, Ana Sanjurjo-Sáez, María |
author_sort | Narrillos-Moraza, Álvaro |
collection | PubMed |
description | BACKGROUND: Hematological conditions are prevalent disorders that are associated with significant comorbidities and have a major impact on patient care. Concerning new tools for the care of these patients, the number of health apps aimed at hematological patients is growing. Currently, there are no quality analyses or classifications of apps for patients diagnosed with hematological conditions. OBJECTIVE: The aim of this study is to analyze the characteristics and quality of apps designed for patients diagnosed with hematological conditions by using the Mobile App Rating Scale (MARS). METHODS: We performed an observational, cross-sectional descriptive study of all smartphone apps for patients diagnosed with hematological conditions. A search was conducted in March 2021 using the following terms: anemia, blood cancer, blood disorder, hematological cancer, hematological malignancy, hematological tumor, hematology, hemophilia, hemorrhage, lymphoma, leukemia, multiple myeloma, thalassemia, thrombocytopenia, and thrombosis. The apps identified were downloaded and evaluated by 2 independent researchers. General characteristics were registered, and quality was analyzed using MARS scores. Interrater reliability was measured by using the Cohen κ coefficient. RESULTS: We identified 2100 apps in the initial search, and 4.19% (88/2100) of apps met the inclusion criteria and were analyzed. Of the 88 apps, 61% (54/88) were available on Android, 30% (26/88) were available on iOS, and 9% (8/88) were available on both platforms. Moreover, 7% (6/88) required payment, and 49% (43/88) were updated in the last year. Only 26% (23/88) of the apps were developed with the participation of health professionals. Most apps were informative (60/88, 68%), followed by preventive (23/88, 26%) and diagnostic (5/88, 6%). Most of the apps were intended for patients with anemia (23/88, 26%). The mean MARS score for the overall quality of the 88 apps was 3.03 (SD 1.14), ranging from 1.19 (lowest-rated app) to 4.86 (highest-rated app). Only 47% (41/88) of the apps obtained a MARS score of over 3 points (acceptable quality). Functionality was the best-rated section, followed by aesthetics, engagement, information, and app subjective quality. The five apps with the highest MARS score were the following: Multiple Myeloma Manager, Hodgkin Lymphoma Manager, Focus On Lymphoma, ALL Manager, and CLL Manager. The analysis by operating system, developer, and cost revealed statistically significant differences in MARS scores (P<.001, P<.001, and P=.049, respectively). The interrater agreement between the 2 reviewers was substantial (k=0.78). CONCLUSIONS: There is great heterogeneity in the quality of apps for patients with hematological conditions. More than half of the apps do not meet acceptable criteria for quality and content. Most of them only provide information about the pathology, lacking interactivity and personalization options. The participation of health professionals in the development of these apps is low, although it is narrowly related to better quality. |
format | Online Article Text |
id | pubmed-8892317 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | JMIR Publications |
record_format | MEDLINE/PubMed |
spelling | pubmed-88923172022-03-10 Mobile Apps for Hematological Conditions: Review and Content Analysis Using the Mobile App Rating Scale Narrillos-Moraza, Álvaro Gómez-Martínez-Sagrera, Patricia Amor-García, Miguel Ángel Escudero-Vilaplana, Vicente Collado-Borrell, Roberto Villanueva-Bueno, Cristina Gómez-Centurión, Ignacio Herranz-Alonso, Ana Sanjurjo-Sáez, María JMIR Mhealth Uhealth Original Paper BACKGROUND: Hematological conditions are prevalent disorders that are associated with significant comorbidities and have a major impact on patient care. Concerning new tools for the care of these patients, the number of health apps aimed at hematological patients is growing. Currently, there are no quality analyses or classifications of apps for patients diagnosed with hematological conditions. OBJECTIVE: The aim of this study is to analyze the characteristics and quality of apps designed for patients diagnosed with hematological conditions by using the Mobile App Rating Scale (MARS). METHODS: We performed an observational, cross-sectional descriptive study of all smartphone apps for patients diagnosed with hematological conditions. A search was conducted in March 2021 using the following terms: anemia, blood cancer, blood disorder, hematological cancer, hematological malignancy, hematological tumor, hematology, hemophilia, hemorrhage, lymphoma, leukemia, multiple myeloma, thalassemia, thrombocytopenia, and thrombosis. The apps identified were downloaded and evaluated by 2 independent researchers. General characteristics were registered, and quality was analyzed using MARS scores. Interrater reliability was measured by using the Cohen κ coefficient. RESULTS: We identified 2100 apps in the initial search, and 4.19% (88/2100) of apps met the inclusion criteria and were analyzed. Of the 88 apps, 61% (54/88) were available on Android, 30% (26/88) were available on iOS, and 9% (8/88) were available on both platforms. Moreover, 7% (6/88) required payment, and 49% (43/88) were updated in the last year. Only 26% (23/88) of the apps were developed with the participation of health professionals. Most apps were informative (60/88, 68%), followed by preventive (23/88, 26%) and diagnostic (5/88, 6%). Most of the apps were intended for patients with anemia (23/88, 26%). The mean MARS score for the overall quality of the 88 apps was 3.03 (SD 1.14), ranging from 1.19 (lowest-rated app) to 4.86 (highest-rated app). Only 47% (41/88) of the apps obtained a MARS score of over 3 points (acceptable quality). Functionality was the best-rated section, followed by aesthetics, engagement, information, and app subjective quality. The five apps with the highest MARS score were the following: Multiple Myeloma Manager, Hodgkin Lymphoma Manager, Focus On Lymphoma, ALL Manager, and CLL Manager. The analysis by operating system, developer, and cost revealed statistically significant differences in MARS scores (P<.001, P<.001, and P=.049, respectively). The interrater agreement between the 2 reviewers was substantial (k=0.78). CONCLUSIONS: There is great heterogeneity in the quality of apps for patients with hematological conditions. More than half of the apps do not meet acceptable criteria for quality and content. Most of them only provide information about the pathology, lacking interactivity and personalization options. The participation of health professionals in the development of these apps is low, although it is narrowly related to better quality. JMIR Publications 2022-02-16 /pmc/articles/PMC8892317/ /pubmed/35171109 http://dx.doi.org/10.2196/32826 Text en ©Álvaro Narrillos-Moraza, Patricia Gómez-Martínez-Sagrera, Miguel Ángel Amor-García, Vicente Escudero-Vilaplana, Roberto Collado-Borrell, Cristina Villanueva-Bueno, Ignacio Gómez-Centurión, Ana Herranz-Alonso, María Sanjurjo-Sáez. Originally published in JMIR mHealth and uHealth (https://mhealth.jmir.org), 16.02.2022. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work, first published in JMIR mHealth and uHealth, is properly cited. The complete bibliographic information, a link to the original publication on https://mhealth.jmir.org/, as well as this copyright and license information must be included. |
spellingShingle | Original Paper Narrillos-Moraza, Álvaro Gómez-Martínez-Sagrera, Patricia Amor-García, Miguel Ángel Escudero-Vilaplana, Vicente Collado-Borrell, Roberto Villanueva-Bueno, Cristina Gómez-Centurión, Ignacio Herranz-Alonso, Ana Sanjurjo-Sáez, María Mobile Apps for Hematological Conditions: Review and Content Analysis Using the Mobile App Rating Scale |
title | Mobile Apps for Hematological Conditions: Review and Content Analysis Using the Mobile App Rating Scale |
title_full | Mobile Apps for Hematological Conditions: Review and Content Analysis Using the Mobile App Rating Scale |
title_fullStr | Mobile Apps for Hematological Conditions: Review and Content Analysis Using the Mobile App Rating Scale |
title_full_unstemmed | Mobile Apps for Hematological Conditions: Review and Content Analysis Using the Mobile App Rating Scale |
title_short | Mobile Apps for Hematological Conditions: Review and Content Analysis Using the Mobile App Rating Scale |
title_sort | mobile apps for hematological conditions: review and content analysis using the mobile app rating scale |
topic | Original Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8892317/ https://www.ncbi.nlm.nih.gov/pubmed/35171109 http://dx.doi.org/10.2196/32826 |
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