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Accepted for/Published in: JMIR mHealth and uHealth

Date Submitted: Sep 3, 2021
Open Peer Review Period: Sep 3, 2021 - Oct 29, 2021
Date Accepted: Dec 10, 2021
(closed for review but you can still tweet)

The final, peer-reviewed published version of this preprint can be found here:

Mobile Apps for Hematological Conditions: Review and Content Analysis Using the Mobile App Rating Scale

Narrillos-Moraza Ã, Gómez-Martínez-Sagrera P, Amor-García MÃ, Escudero-Vilaplana V, Collado-Borrell R, Villanueva-Bueno C, Gómez-Centurión I, Herranz-Alonso A, Sanjurjo-Sáez M

Mobile Apps for Hematological Conditions: Review and Content Analysis Using the Mobile App Rating Scale

JMIR Mhealth Uhealth 2022;10(2):e32826

DOI: 10.2196/32826

PMID: 35171109

PMCID: 8892317

Warning: This is an author submission that is not peer-reviewed or edited. Preprints - unless they show as "accepted" - should not be relied on to guide clinical practice or health-related behavior and should not be reported in news media as established information.

A review and content analysis of apps for hematological diseases using Mobile Application Rating Scale (MARS).

  • Ãlvaro Narrillos-Moraza; 
  • Patricia Gómez-Martínez-Sagrera; 
  • Miguel Ãngel Amor-García; 
  • Vicente Escudero-Vilaplana; 
  • Roberto Collado-Borrell; 
  • Cristina Villanueva-Bueno; 
  • Ignacio Gómez-Centurión; 
  • Ana Herranz-Alonso; 
  • María Sanjurjo-Sáez

ABSTRACT

Background:

Hematological diseases are prevalent disorders 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 not quality analyses or classifications of apps for patients diagnosed with hematological diseases.

Objective:

Our objective was to analyze the characteristics and quality of apps designed for patients diagnosed with hematological diseases using the Mobile Application Rating Scale (MARS).

Methods:

We performed an observational, cross-sectional, descriptive study of all smartphone apps destined for patients diagnosed with hematological diseases. A search was conducted in March 2021, using the following terms: “anemiaâ€, “blood cancerâ€, “blood disorderâ€, “hematological cancerâ€, “hematological malignancyâ€, “hematological tumorâ€, “hematologyâ€, “hemophiliaâ€, “hemorrhageâ€, “lymphomaâ€, “leukemiaâ€, “multiple myelomaâ€, “thalassemiaâ€, “thrombocytopeniaâ€, and “thrombosisâ€. The apps identified were downloaded and evaluated by 2 independent researchers. General characteristics were registered and quality was analyzed using the MARS score. Interrater reliability was measured by using Cohen's kappa coefficient (κ).

Results:

We identified 2.100 apps in the initial search, and 88 apps met the criteria and were analyzed. Of these, 54 (61.36%) were available on Android, 26 (29.55%) on iOS, and 8 (9.09%) on both platforms. 6 apps (6.82%) required payment and 43 apps (48.86%) were updated in the last year. Only 23 apps (26.13%) were developed with the participation of health professionals. The apps were mainly informative (60; 68.18%), followed by preventive (23; 26.13%), and diagnostic (5; 5.68%). Most of the apps were intended for patients with anemia (23; 26.14%). 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 41 apps (46.59%) obtained a MARS score over 3 points (“acceptable qualityâ€). Functionality was the best rated section, followed by aesthetics, engagement, information, and app subjective quality. The 5 apps with the highest MARS score were the following: “Multiple Myeloma Managerâ€, “Hodgkin Lymphoma Managerâ€, “Focus On Lymphomaâ€, “ALL Managerâ€, and “CLL Managerâ€. The analysis by the operating system, developers, and cost revealed statistically significant differences in the MARS score (P < .001, P <.001, and P=.049, respectively). Interrater agreement between the two reviewers was substantial (k=0.78).

Conclusions:

There is great heterogeneity in the quality of apps for hematological patients. 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.


 Citation

Please cite as:

Narrillos-Moraza Ã, Gómez-Martínez-Sagrera P, Amor-García MÃ, Escudero-Vilaplana V, Collado-Borrell R, Villanueva-Bueno C, Gómez-Centurión I, Herranz-Alonso A, Sanjurjo-Sáez M

Mobile Apps for Hematological Conditions: Review and Content Analysis Using the Mobile App Rating Scale

JMIR Mhealth Uhealth 2022;10(2):e32826

DOI: 10.2196/32826

PMID: 35171109

PMCID: 8892317

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