Evidence map›Paper›PMID 32383683›Full record

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.

Nicole M Alberts, Sherif M Badawy, Jason Hodges, Jeremie H Estepp, Chinonyelum Nwosu, Hamda Khan, Matthew P Smeltzer, Ramin Homayouni, Sarah Norell, Lisa Klesges and 2 more

Open access · goldAbstract read
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
34citing papers in PubMed, 3 pooled it
5.4field-weighted citation impact, top 4% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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.

2 · The registry

The trial behind it

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.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

34 citing papers in PubMed, 3 syntheses or guidelines pooled it, 60 citations in OpenAlex.

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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

12 authors at 5 institutions in 1 country.

Nicole M Alberts *Department of Psychology, St Jude Children's Research Hospital, Memphis, TN, United States.ORCID 0000-0002-7159-8156
Sherif M Badawy *Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, IL, United States.ORCID 0000-0002-4739-265X
Jason HodgesDepartment of Hematology, St Jude Children's Research Hospital, Memphis, TN, United States.ORCID 0000-0002-7418-6632
Jeremie H EsteppDepartment of Hematology, St Jude Children's Research Hospital, Memphis, TN, United States.ORCID 0000-0002-2257-0421
Chinonyelum NwosuDepartment of Hematology, St Jude Children's Research Hospital, Memphis, TN, United States.ORCID 0000-0003-1079-7829
Hamda KhanDepartment of Hematology, St Jude Children's Research Hospital, Memphis, TN, United States.ORCID 0000-0002-7296-9684
Matthew P SmeltzerDivision of Epidemiology, Biostatistics, and Environmental Health, School of Public Health, University of Memphis, Memphis, TN, United States.ORCID 0000-0003-1366-9267
Ramin HomayouniDepartment of Foundational Medical Studies, William Beaumont School of Medicine, Oakland University, Rochester, MI, United States.ORCID 0000-0003-0186-5076
Sarah NorellUniversity of Illinois Health, Institute for Healthcare Delivery Design, Chicago, IL, United States.ORCID 0000-0002-7807-0928
Lisa KlesgesDivision of Epidemiology, Biostatistics, and Environmental Health, School of Public Health, University of Memphis, Memphis, TN, United States.ORCID 0000-0001-6237-4743
Jerlym S Porter *Department of Psychology, St Jude Children's Research Hospital, Memphis, TN, United States.ORCID 0000-0003-0173-6522
Jane S Hankins *Department of Hematology, St Jude Children's Research Hospital, Memphis, TN, United States.ORCID 0000-0003-4439-7321
St. Jude Children's Research Hospital · USUniversity of Memphis · USNorthwestern University · USOakland University · USUniversity of Illinois Chicago · US

Funding

RE-aiming at Hydroxyurea Adherence for Sickle cell with mHealth (RE-HASH)U01HL133996 · NHLBI · ST. JUDE CHILDREN'S RESEARCH HOSPITAL · PI HANKINS, JANE SILVA, KLESGES, LISA M · 2016 to 2021
$4.6M
Northwestern University Patient-centered Intervention and Engagement TrainingK12HS023011 · AHRQ · NORTHWESTERN UNIVERSITY AT CHICAGO · PI CELLA, DAVID · 2014 to 2018
$3.7M
An mHealth Strategy to Improve Medication Adherence in Adolescents with Sickle Cell DiseaseK23HL150232 · NHLBI · LURIE CHILDREN'S HOSPITAL OF CHICAGO · PI BADAWY, SHERIF MOHAMED · 2020 to 2024
$842k
Identification of Predictors and Outcomes of Sickle Cell Health Care TransitionK01HL125495 · NHLBI · ST. JUDE CHILDREN'S RESEARCH HOSPITAL · PI PORTER, JERLYM S · 2016 to 2020
$767k
AHRQ HHS K12 HS023011NHLBI NIH HHS K01 HL125495NHLBI NIH HHS K23 HL150232NHLBI NIH HHS U01 HL133996
6 · The paper itself

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.

Indexed as

Anemia, Sickle CellMobile ApplicationsAdolescentAdultFemaleHumansHydroxyureaMaleMiddle AgedQuality of LifeUnited StatesUser-Centered DesignYoung AdultHydroxyureahydroxycarbamidehydroxyureainternetmedication adherencemobile healthself-managementsickle cell anemia

Identifiers

PMID32383683
PMCPMC7245000
OpenAlexW3001104906

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.