ArticleJMIR mHealth and uHealth2020
Development of the InCharge Health Mobile App to Improve Adherence to Hydroxyurea in Patients With Sickle Cell Disease: User-Centered Design Approach.
Article in JMIR mHealth and uHealth, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 34 papers, 3 of them syntheses that pooled it.
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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.
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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.
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Who cites it
34 citing papers in PubMed, 3 syntheses or guidelines pooled it, 60 citations in OpenAlex.
- Examining Challenges to Co-Design Digital Health Interventions With End Users: Systematic Review.Journal of medical Internet research · 2025Pooled it
- Adherence to Iron Chelation Therapy among Adults with Thalassemia: A Systematic Review.Hemoglobin · 2022Pooled it
- Telemedicine in Malignant and Nonmalignant Hematology: Systematic Review of Pediatric and Adult Studies.JMIR mHealth and uHealth · 2021Pooled it
- A multilevel mHealth intervention boosts adherence to hydroxyurea in individuals with sickle cell disease.Blood advances · 2023Trial
- Underutilisation of hydroxyurea in sickle cell disease: a global scoping review of multilevel barriers and facilitators.Journal of community genetics · 2026Review
- Sustainment of Hydroxyurea Adherence in Patients With Sickle Cell Disease.JAMA network open · 2026Observational
- A health literate evaluation of a reproductive health education program for young men with sickle cell disease.Journal of communication in healthcare · 2026Article
- Article
- User Experience of and Adherence to a Smartphone App to Maintain Behavior Change and Self-Management in Patients With Work-Related Skin Diseases: Multistep, Single-Arm Feasibility Study.JMIR formative research · 2025Article
- Hydroxyurea utilization among individuals with sickle cell disease in Tennessee: a pooled analysis of claims data.Frontiers in pharmacology · 2025Article
- Recruitment Strategies in the Integration of Mobile Health Into Sickle Cell Disease Care to Increase Hydroxyurea Utilization Study (meSH): Multicenter Survey Study.JMIR formative research · 2024Article
- Article
- Barriers to medication adherence in sickle cell disease: A comprehensive theory-based evaluation using the COM-B model.Pediatric blood & cancer · 2023Article
- Health literacy correlates with abbreviated full-scale IQ in adolescent and young adults with sickle cell disease.Pediatric blood & cancer · 2023Article
- Obstacles to Health Big Data Utilization Based on the Perceptions and Demands of Health Care Workers in South Korea: Web-Based Survey Study.JMIR formative research · 2023Article
- Impact of the COVID-19 Pandemic on the Implementation of Mobile Health to Improve the Uptake of Hydroxyurea in Patients With Sickle Cell Disease: Mixed Methods Study.JMIR formative research · 2022Article
- The distinct longitudinal impact of pain catastrophizing on pain interference among youth living with sickle cell disease and chronic pain.Journal of behavioral medicine · 2022Article
- Development and Initial Testing of a Personalized, Adaptive, and Socially Focused Web Tool to Support Physical Activity Among Women in Midlife: Multidisciplinary and User-Centered Design Approach.JMIR formative research · 2022Article
- Identifying the content, functionalities, and features of a mobile application for contact lens wearers.BMC medical informatics and decision making · 2022Article
- Impact of hydroxyurea dose and adherence on hematologic outcomes for children with sickle cell anemia.Pediatric blood & cancer · 2022Article
Corrections and comments
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Authors and funding
12 authors at 5 institutions in 1 country.
Funding
Abstract
backgroundSickle cell disease (SCD) is an inherited blood disorder causing acute complications and chronic progressive end organ damage. SCD is associated with significant morbidity, early mortality, impaired health-related quality of life, and increased acute health care utilization. Hydroxyurea is a US Food and Drug Administration-approved medication that reduces disease complications, acute health care utilization, and costs. However, adherence to hydroxyurea is suboptimal. Mobile health (mHealth) interventions have the potential to improve hydroxyurea adherence, but few examples exist that are specific to the SCD population.
objectiveThis study aimed to design a mHealth intervention for individuals with SCD to improve adherence to hydroxyurea, using a user-centered design that was informed by specific barriers to hydroxyurea adherence and utilization in this population.
methodsThis study consisted of 4 phases. In phase 1, individuals with SCD and health care providers participated in an optimization digital workshop. In phase 2, patients completed surveys pertaining to their interest in mHealth use, barriers and facilitators to hydroxyurea use, and health literacy. Phases 3 and 4 involved semistructured interviews and focus groups, respectively, and used the Health Belief Model (HBM) as the framework to investigate drivers of poor hydroxyurea adherence and to inform the development of an app prototype. In addition, in phase 4, we have incorporated the patients' feedback on the preliminary app prototype and its features.
resultsBarriers to hydroxyurea adherence were consistent with the literature and included forgetfulness and several specific thoughts and emotions associated with hydroxyurea use (eg, fear of side effects, depression, stigma, and hopelessness). In addition, more than half of the participants reported potentially low health literacy. Preferred patient app features included 7 key components, namely (1) medication reminders and tracker, (2) disease education, (3) communication, (4) personalization, (5) motivation, (6) support during pain episodes, and (7) social support. Utilizing a user-centered design approach, data obtained from patients and providers were translated into features within the app, mapping to components of the HBM and the specific drivers of hydroxyurea adherence and matching the literacy level of the population, resulting in the development of a novel mobile app called InCharge Health.
conclusionsThe InCharge Health app is an mHealth intervention developed with substantial input from users and by mapping the HBM as the framework that guided the choice for its components. InCharge Health is a customized product for the SCD population aimed at optimizing medication adherence, with the end goal of improving quality of life and health outcomes among patients with SCD. The efficacy and implementation of the InCharge Health app as an mHealth intervention to promote hydroxyurea adherence will be tested in a future stepped-wedge multicenter trial for adolescents and adults with SCD.
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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.