Evidence map›Paper›PMID 36240004›Full record

ArticleJMIR formative research2022

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.

Sherif M Badawy, Lisa DiMartino, Donald Brambilla, Lisa Klesges, Ana Baumann, Ebony Burns, Terri DeMartino, Sara Jacobs, Hamda Khan, Chinonyelum Nwosu and 3 more

Registry-linked trialOpen access · goldAbstract read
In one paragraph

Article in JMIR formative research, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT04080167 (Integration of mHEALTH Into the Care of Patients With Sickle Cell Disease to Increase Hydroxyurea Utilization- mESH Study), which is not on this map. Cited by 6 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
6citing papers in PubMed, 1 pooled it
1.2field-weighted citation impact, top 20% 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.

NCT04080167 nacompletednot on this map

Integration of mHEALTH Into the Care of Patients With Sickle Cell Disease to Increase Hydroxyurea Utilization- mESH Study

TypeinterventionalSponsorSt. Jude Children's Research HospitalRan2019 to 2022Enrolled382ConditionsSickle Cell DiseaseArmsInCharge Health mobile application, HU Toolbox mobile application
3 · Its place in the literature

Who cites it

6 citing papers in PubMed, 1 synthesis or guideline pooled it, 9 citations in OpenAlex.

  1. Pooled it
  2. Trial
  3. Review
  4. Article
  5. Article
  6. Article
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

13 authors at 5 institutions in 1 country.

Sherif M Badawy *Division of Hematology, Oncology and Stem Cell Transplant, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL, United States.ORCID 0000-0002-4739-265X
Lisa DiMartino *RTI International, Research Triangle Park, NC, United States.ORCID 0000-0003-1616-7406
Donald BrambillaRTI International, Research Triangle Park, NC, United States.ORCID 0000-0002-7276-4689
Lisa KlesgesDepartment of Surgery, Washington University in St. Louis, St. Louis, MO, United States.ORCID 0000-0001-6237-4743
Ana BaumannDepartment of Surgery, Washington University in St. Louis, St. Louis, MO, United States.ORCID 0000-0002-4523-0147
Ebony BurnsDivision of Hematology, Duke University School of Medicine, Durham, NC, United States.ORCID 0000-0003-1549-2565
Terri DeMartinoDivision of Hematology, Duke University School of Medicine, Durham, NC, United States.ORCID 0000-0003-0034-2898
Sara JacobsRTI International, Research Triangle Park, NC, United States.ORCID 0000-0002-0617-4285
Hamda KhanDepartment of Hematology, St. Jude Children's Research Hospital, Memphis, TN, United States.ORCID 0000-0002-7296-9684
Chinonyelum NwosuDepartment of Hematology, St. Jude Children's Research Hospital, Memphis, TN, United States.ORCID 0000-0003-1079-7829
Nirmish ShahDivision of Hematology, Duke University School of Medicine, Durham, NC, United States.ORCID 0000-0002-7506-0935
Jane S HankinsDepartment of Hematology, St. Jude Children's Research Hospital, Memphis, TN, United States.ORCID 0000-0003-4439-7321
Sickle Cell Disease Implementation Consortium *See Acknowledgments, .
Duke University · USRTI International · USSt. Jude Children's Research Hospital · USWashington University in St. Louis · USNorthwestern University · US

Funding

Data Coordinating Center for Sickle Cell Disease Implementation Consortium (SCDIC)U24HL133948 · NHLBI · RESEARCH TRIANGLE INSTITUTE · PI JACOBS, SARA RUBIN, KRONER, BARBARA L · 2016 to 2021
$7.3M
New York City Sickle Cell Implementation Science ConsortiumU01HL133997 · NHLBI · ICAHN SCHOOL OF MEDICINE AT MOUNT SINAI · PI RICHARDSON, LYNNE D. · 2016 to 2021
$5.4M
The Implementation of Cognitive Screening and Educational Support to Improve Outcomes of Adolescents and Young Adults with Sickle Cell Disease: From Clinic to the Community and BackU01HL133994 · NHLBI · WASHINGTON UNIVERSITY · PI KING, ALLISON A · 2016 to 2021
$5.2M
Improving Sickle cell care in Adolescents & Adults in Chicago (ISAAC)U01HL134042 · NHLBI · UNIVERSITY OF ILLINOIS AT CHICAGO · PI GORDEUK, VICTOR R, HIRSCHTICK, JANA · 2016 to 2021
$5.1M
Implementation of Medical Homes for Evidence Based Care of Adolescents and Adults with Sickle Cell DiseaseU01HL134004 · NHLBI · AUGUSTA UNIVERSITY · PI GIBSON, ROBERT WILLIAM, KUTLAR, ABDULLAH · 2016 to 2021
$5.0M
Improving SCD Care using Web-based Guidelines, Nurse Care Managers and Peer Mentors in Primary Care and Emergency Departments in Central North CarolinaU01HL133964 · NHLBI · DUKE UNIVERSITY · PI SHAH, NIRMISH R, TANABE, PAULA · 2016 to 2021
$4.8M
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
SC-Links - Linking the Sickle Cell Community, Providers and Systems to Improve Sickle Cell Disease CareU01HL134007 · NHLBI · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI TREADWELL, MARSHA J, VICHINSKY, ELLIOTT P · 2016 to 2021
$4.1M
Implementation of a Sickle Cell Enhanced Novel Care Network in South Carolina (iSCENSC)U01HL133990 · NHLBI · MEDICAL UNIVERSITY OF SOUTH CAROLINA · PI FLOREZ, HERMES JOSE · 2016 to 2021
$4.1M
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
NHLBI NIH HHS K23 HL150232NHLBI NIH HHS U01 HL133964NHLBI NIH HHS U01 HL133990NHLBI NIH HHS U01 HL133994NHLBI NIH HHS U01 HL133996NHLBI NIH HHS U01 HL133997NHLBI NIH HHS U01 HL134004NHLBI NIH HHS U01 HL134007NHLBI NIH HHS U01 HL134042NHLBI NIH HHS U24 HL133948
6 · The paper itself

Abstract

backgroundHydroxyurea therapy is effective for reducing complications related to sickle cell disease (SCD) and is recommended by National Health Lung and Blood Institute care guidelines. However, hydroxyurea is underutilized, and adherence is suboptimal. We wanted to test a multilevel mobile health (mHealth) intervention to increase hydroxyurea adherence among patients and improve prescribing among providers in a multicenter clinical trial. In the first 2 study sites, participants were exposed to the early phases of the COVID-19 pandemic, which included disruption to their regular SCD care.

objectiveWe aimed to describe the impact of the COVID-19 pandemic on the implementation of an mHealth behavioral intervention for improving hydroxyurea adherence among patients with SCD.

methodsThe first 2 sites initiated enrollment 3 months prior to the start of the pandemic (November 2019 to March 2020). During implementation, site A clinics shut down for 2 months and site B clinics shut down for 9 months. We used the reach, effectiveness, adoption, implementation, and maintenance (RE-AIM) framework to evaluate the implementation and effectiveness of the intervention. mHealth implementation was assessed based on patients' daily app use. Adherence to hydroxyurea was calculated as the proportion of days covered (PDC) from prescription records over the first 12 and 24 weeks after implementation. A linear model examined the relationship between app usage and PDC change, adjusting for baseline PDC, lockdown duration, and site. We conducted semistructured interviews with patients, health care providers, administrators, and research staff to identify factors associated with mHealth implementation and effectiveness. We used a mixed methods approach to investigate the convergence of qualitative and quantitative findings.

resultsThe percentage of patients accessing the app decreased after March 15, 2020 from 86% (n=55) to 70% (n=45). The overall mean PDC increase from baseline to week 12 was 4.5% (P=.32) and to week 24 was 1.5% (P=.70). The mean PDC change was greater at site A (12 weeks: 20.9%; P=.003; 24 weeks: 16.7%; P=.01) than site B (12 weeks: -8.2%; P=.14; 24 weeks: -10.3%; P=.02). After adjustment, PDC change was 13.8% greater in those with increased app use after March 15, 2020. Interview findings indicated that site B's closure during COVID-19 had a greater impact, but almost all patients reported that the InCharge Health app helped support more consistent medication use.

conclusionsWe found significant impacts of the early clinic lockdowns, which reduced implementation of the mHealth intervention and led to reduced patient adherence to hydroxyurea. However, disruptions were lower among participants who experienced shorter clinic lockdowns and were associated with higher hydroxyurea adherence. Investigation of added strategies to mitigate the effects of care interruptions during major emergencies (eg, patient coaching and health navigation) may "insulate" the implementation of interventions to increase medication adherence.

trial registrationClinicalTrials.gov NCT04080167; https://clinicaltrials.gov/ct2/show/NCT04080167. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID): RR2-10.2196/16319.

Indexed as

adherencehydroxycarbamideimplementation scienceself-efficacysickle cell anemia

Identifiers

PMID36240004
PMCPMC9578525
OpenAlexW4296511698

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Registered trials

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.