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Cronin RM, Quaye N, Liu X, Landes K, Crosby LE, Kassim AA, Volanakis EJ, Schnell PM, DeBaun MR. A feasibility randomized controlled trial of an mHealth app vs booklets for patient-facing guidelines in adults with SCD. Blood Adv 2023; 7:6184-6190. [PMID: 37595029 PMCID: PMC10582837 DOI: 10.1182/bloodadvances.2023010676] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2023] [Revised: 08/04/2023] [Accepted: 08/09/2023] [Indexed: 08/20/2023] Open
Abstract
Despite the increased number of evidence-based guidelines for sickle cell disease (SCD), dissemination of evidence-based guidelines in lay language for individuals or families with SCD has not been evaluated. We conducted a feasibility randomized controlled trial to determine the acceptability of a mobile health (mHealth) app with patient-facing guidelines to improve the knowledge of individuals with SCD about SCD-specific knowledge and reduce hospitalizations. Primary outcome measures include recruitment, retention, and adherence rates. Adults with SCD were enrolled at 2 sickle cell centers between 2018 and 2022. Participants were randomized to receive either an mHealth app + booklet with patient-facing guidelines or a booklet with the guidelines alone. Participants completed surveys at baseline and a final 6-month visit. Approximately 67 of 74 (91%) agreed to participate and were randomized, with 50 of 67 (75%) completing all the study components. All participants who completed the study in the treatment arm used the app. Our results demonstrated high recruitment, retention, and adherence rate for the first randomized trial for an mHealth app with patient-facing guidelines in adults with SCD. This clinical trial was registered at https://www.clinicaltrials.gov/ as #NCT03629678.
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Affiliation(s)
- Robert M. Cronin
- Department of Internal Medicine, The Ohio State University, Columbus, OH
| | - Nives Quaye
- Department of Internal Medicine, The Ohio State University, Columbus, OH
| | - Xin Liu
- Division of Biostatistics, The Ohio State University College of Public Health, Columbus, OH
| | - Kristina Landes
- Department of Internal Medicine, The Ohio State University, Columbus, OH
| | - Lori E. Crosby
- Department of Pediatrics, University of Cincinnati College of Medicine & Cincinnati Children's Hospital, Cincinnati, OH
| | - Adetola A. Kassim
- Department of Internal Medicine, Vanderbilt University Medical Center, Nashville, TN
| | | | - Patrick M. Schnell
- Division of Biostatistics, The Ohio State University College of Public Health, Columbus, OH
| | - Michael R. DeBaun
- Department of Pediatrics, Vanderbilt University Medical Center, Nashville, TN
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Gittus M, Chong J, Sutton A, Ong ACM, Fotheringham J. Barriers and facilitators to the implementation of guidelines in rare diseases: a systematic review. Orphanet J Rare Dis 2023; 18:140. [PMID: 37286999 DOI: 10.1186/s13023-023-02667-9] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2022] [Accepted: 03/11/2023] [Indexed: 06/09/2023] Open
Abstract
BACKGROUND Rare diseases present a challenge to guideline implementation due to a low prevalence in the general population and the unfamiliarity of healthcare professionals. Existing literature in more common diseases references barriers and facilitators to guideline implementation. This systematic review aims to identify these barriers and facilitators in rare diseases from existing literature. METHODS A multi-stage strategy included searching MEDLINE PubMed, EMBASE Ovid, Web of Science and Cochrane library from the earliest date available to April 2021, Orphanet journal hand-search, a pearl-growing strategy from a primary source and reference/citation search was performed. The Integrated Checklist of Determinants of Practice which comprises of twelve checklists and taxonomies, informed by 57 potential determinants was selected as a screening tool to identify determinants that warrant further in-depth investigation to inform design of future implementation strategies. RESULTS Forty-four studies were included, most of which were conducted in the United States (54.5%). There were 168 barriers across 36 determinants (37 studies) and 52 facilitators across 22 determinants (22 studies). Fifteen diseases were included across eight WHO ICD-11 disease categories. Together individual health professional factors and guideline factors formed the majority of the reported determinants (59.5% of barriers and 53.8% of facilitators). Overall, the three most reported individual barriers were the awareness/familiarity with the recommendation, domain knowledge and feasibility. The three most reported individual facilitators were awareness/familiarity with the recommendation, agreement with the recommendation and ability to readily access the guidelines. Resource barriers to implementation included technology costs, ancillary staff costs and more cost-effective alternatives. There was a paucity of studies reporting influential people, patient advocacy groups or opinion leaders, or organisational factors influencing implementation. CONCLUSIONS Key barriers and facilitators to the implementation of clinical practice guidelines in the setting of rare diseases were at the individual health professional and guideline level. Influential people and organisational factors were relatively under-reported and warrant exploration, as does increasing the ability to access the guidelines as a potential intervention.
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Affiliation(s)
- Matthew Gittus
- Sheffield Kidney Institute, Sheffield Teaching Hospitals Trust, Sheffield, UK.
- Academic Nephrology Unit, Department of Infection Immunity and Cardiovascular Disease, University of Sheffield Medical School, Sheffield, UK.
| | - Jiehan Chong
- Sheffield Kidney Institute, Sheffield Teaching Hospitals Trust, Sheffield, UK
- Academic Nephrology Unit, Department of Infection Immunity and Cardiovascular Disease, University of Sheffield Medical School, Sheffield, UK
| | - Anthea Sutton
- School of Health and Related Research, University of Sheffield, Sheffield, UK
| | - Albert C M Ong
- Sheffield Kidney Institute, Sheffield Teaching Hospitals Trust, Sheffield, UK
- Academic Nephrology Unit, Department of Infection Immunity and Cardiovascular Disease, University of Sheffield Medical School, Sheffield, UK
| | - James Fotheringham
- Sheffield Kidney Institute, Sheffield Teaching Hospitals Trust, Sheffield, UK
- School of Health and Related Research, University of Sheffield, Sheffield, UK
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Patel-Sanchez N, Discepolo V, Asfour N, Azzam RK. Preparedness of Residents to Manage Pediatric Nonalcoholic Fatty Liver Disease: A National Survey. JPGN REPORTS 2022; 3:e219. [PMID: 36713936 PMCID: PMC9881435 DOI: 10.1097/pg9.0000000000000219] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/02/2023]
Abstract
Objective Non-Alcoholic Fatty Liver Disease (NAFLD) is reported to be the most common chronic pediatric liver disease. Little information is available on the adherence of residents in-training to the published guidelines for the evaluation and management of pediatric NAFLD.The goals of this study are: (i) to assess the consistency of screening and evaluation for NAFLD in obese and overweight children at continuity clinics by upper level residents, and (ii) to determine the residents' extent of training, knowledge, comfort and competence levels in NAFLD care. Methods An electronic survey developed using REDCap was emailed to accredited Pediatric Residency Programs in the United States. Program directors and coordinators were requested to forward the survey to their upper level pediatric and medicine/pediatrics residents. Statistical analysis of responses (n= 399) was performed. Results More than 88% of residents reported to be exposed to obese and overweight children, representing at least 25% of the patients encountered in clinics. Regardless of their training level, they inconsistently screened for (>60%), initiated evaluation of, or provided counseling on NAFLD in these patients, not following the North American Society for Pediatric Gastroenterology, Hepatology and Nutrition guidelines. Over 80% of residents perceived to have received inadequate training resulting in insufficient knowledge on NAFLD, which they identified as their biggest barrier (25.7%). There was minimal statistically significant difference in the survey findings between training levels (PGY-2 vs PGY-3/4). Conclusions Educational interventions should be implemented by pediatric residency programs to enhance educational core curricula for the early detection and initiation of management of NAFLD, an emerging public health problem.
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Affiliation(s)
- Namrata Patel-Sanchez
- Department of Pediatric Gastroenterology, Hepatology and Nutrition. University of California, San Francisco, San Francisco (CA), USA
| | - Valentina Discepolo
- Department of Translational Medical Sciences, Section of Pediatrics, University of Naples Federico II, Naples, Italy
| | - Nour Asfour
- University of Chicago Pritzker School of Medicine, Chicago (IL), USA
| | - Ruba K. Azzam
- Department of Pediatrics, Pediatric Gastroenterology, Hepatology & Nutrition. University of Chicago, Chicago (IL), USA
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Badawy SM, Cronin RM, Liem RI, Palermo TM. Digital behavioural interventions for people with sickle cell disease. Cochrane Database Syst Rev 2021; 2021:CD014669. [PMID: 34650329 PMCID: PMC8078570 DOI: 10.1002/14651858.cd014669] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
This is a protocol for a Cochrane Review (intervention). The objectives are as follows: To identify and assess the effects of digital behavioural interventions focused on behavioural change in people with SCD on: medication adherence or disease management (such as managing acute and chronic pain), or both, on health- and other-related outcomes;specific subgroups defined by age (i.e. children, adolescents and adults) and type of modality or delivery (e.g. cell phone, the Internet).
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Affiliation(s)
- Sherif M Badawy
- Division of Hematology, Oncology and Stem Cell Transplant, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois, USA
- Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Robert M Cronin
- Division of General Internal Medicine, Ohio State University Wexner Medical Center, Columbus, Ohio, USA
| | - Robert I Liem
- Division of Hematology, Oncology and Stem Cell Transplant, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois, USA
- Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Tonya M Palermo
- Center for Child Health, Behavior and Development, Seattle Children's Research Institute, Seattle, Washington, USA
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Katoch D, Krishnamurti L. Assessing Patient Preferences for Treatment Options for Pediatric Sickle Cell Disease: A Critical Review of Quantitative and Qualitative Studies. Patient Prefer Adherence 2021; 15:2221-2229. [PMID: 34629865 PMCID: PMC8493010 DOI: 10.2147/ppa.s264918] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/21/2021] [Accepted: 08/10/2021] [Indexed: 11/23/2022] Open
Abstract
Sickle cell disease (SCD) resulting from a mutation of the β-globin gene results in sickle deformation of the red blood cell with consequent vaso-occlusion and intravascular hemolysis. SCD results in substantial morbidity, with impaired quality of life and premature mortality. Comprehensive and supportive care, disease modifying therapies and treatments with curative intent are each associated with asymmetrical costs, burden of care, and impact on survival and quality of life. There is thus a considerable decisional dilemma regarding treatment among patients and caregivers. The objective of this review is to evaluate the literature regarding quantitative and qualitative studies of patient preferences in therapy for SCD. Numerous survey-based studies have been performed evaluating SCD patients' treatment preferences. These studies are limited, however, as they are purely descriptive in nature with limited quantitative information on the relative value of treatment alternatives. Time trade-off and standard gamble studies and health state utility studies have also been utilized to quantify patient utility especially for curative hematopoietic cell transplant. However, these studies suffer from inaccurate assumptions regarding patient preferences. Qualitative studies have garnered the patient and caregiver perspective. Qualitative studies may be limited by selective and purposive sampling, and lack of representativeness due to sample size.
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Affiliation(s)
- Deeksha Katoch
- Department of Pediatrics, SUNY Downstate Medical Center, New York, NY, USA
| | - Lakshmanan Krishnamurti
- Aflac Cancer and Blood Disorders Center, Department of Pediatrics, Emory University School of Medicine, Atlanta, GA, USA
- Correspondence: Lakshmanan Krishnamurti Aflac Cancer and Blood Disorders Centers, Children’s Healthcare of Atlanta, Emory University, Atlanta, GA, USA Email
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Wei Y, Zheng P, Deng H, Wang X, Li X, Fu H. Design Features for Improving Mobile Health Intervention User Engagement: Systematic Review and Thematic Analysis. J Med Internet Res 2020; 22:e21687. [PMID: 33295292 PMCID: PMC7758171 DOI: 10.2196/21687] [Citation(s) in RCA: 59] [Impact Index Per Article: 14.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2020] [Revised: 09/30/2020] [Accepted: 10/24/2020] [Indexed: 12/21/2022] Open
Abstract
Background Well-designed mobile health (mHealth) interventions support a positive user experience; however, a high rate of disengagement has been reported as a common concern regarding mHealth interventions. To address this issue, it is necessary to summarize the design features that improve user engagement based on research over the past 10 years, during which time the popularity of mHealth interventions has rapidly increased due to the use of smartphones. Objective The aim of this review was to answer the question “Which design features improve user engagement with mHealth interventions?” by summarizing published literature with the purpose of guiding the design of future mHealth interventions. Methods This review followed the PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) checklist. Databases, namely, PubMed, Web of Science, Cochrane Library, Ovid EMBASE, and Ovid PsycINFO, were searched for English and Chinese language papers published from January 2009 to June 2019. Thematic analysis was undertaken to assess the design features in eligible studies. The Mixed Methods Appraisal Tool was used to assess study quality. Results A total of 35 articles were included. The investigated mHealth interventions were mainly used in unhealthy lifestyle (n=17) and chronic disease (n=10) prevention programs. Mobile phone apps (n=24) were the most common delivery method. Qualitative (n=22) and mixed methods (n=9) designs were widely represented. We identified the following 7 themes that influenced user engagement: personalization (n=29), reinforcement (n=23), communication (n=20), navigation (n=17), credibility (n=16), message presentation (n=16), and interface aesthetics (n=7). A checklist was developed that contained these 7 design features and 29 corresponding specific implementations derived from the studies. Conclusions This systematic review and thematic synthesis identified useful design features that make an mHealth intervention more user friendly. We generated a checklist with evidence-based items to enable developers to use our findings easily. Future evaluations should use more robust quantitative approaches to elucidate the relationships between design features and user engagement.
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Affiliation(s)
- Yanxia Wei
- School of Public Health, Fudan University, Shanghai, China
| | - Pinpin Zheng
- School of Public Health, Fudan University, Shanghai, China
| | - Hui Deng
- School of Public Health, Fudan University, Shanghai, China
| | - Xihui Wang
- School of Public Health, Fudan University, Shanghai, China
| | - Xiaomei Li
- School of Public Health, Fudan University, Shanghai, China
| | - Hua Fu
- School of Public Health, Fudan University, Shanghai, China
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Jabour SM, Beachy S, Coburn S, Lanzkron S, Eakin MN. The Role of Patient-Physician Communication on the Use of Hydroxyurea in Adult Patients with Sickle Cell Disease. J Racial Ethn Health Disparities 2019; 6:1233-1243. [PMID: 31410784 DOI: 10.1007/s40615-019-00625-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2019] [Revised: 07/26/2019] [Accepted: 07/29/2019] [Indexed: 12/22/2022]
Abstract
OBJECTIVE This qualitative study analyzed the perspective of patients living with sickle cell disease (SCD) on their process of deciding whether to take hydroxyurea (HU), and the role of physician communication in patients' decision-making process. METHODS From October 2015 to July 2016, we conducted semi-structured interviews among patients with SCD (N = 20) that were audio-recorded and transcribed. Participants were ≥ 18 years old, a patient of an urban adult sickle cell center, able to provide informed consent, and English-speaking. We iteratively developed codes and used thematic analysis to organize the key themes. RESULTS Most participants were female (65%), middle aged (M = 44, SD = 12.2), and 55% were prescribed HU for an average of 10.4 (SD = 4.7) years. Participants described 3 key factors that influenced their decision regarding HU treatment: (1) lifestyle, (2) health status, and (3) HU characteristics. Four themes emerged about provider communication and HU treatment decisions: (1) provider's advisement, (2) shared decision-making, (3) "wrestled," and (4) not feeling heard. CONCLUSION Providers who engaged in shared decision-making empowered participants to decide whether to start HU treatment. Participants who felt their providers were not listening to their concerns expressed disengaging from HU treatment. During discussions about HU with patients living with SCD, providers must understand the multi-faceted aspects that impact patients' decision and empower patients to engage in such discussions. Further research is needed to understand the role of shared decision-making among patients with SCD to improve management of SCD.
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Affiliation(s)
- Sarah M Jabour
- Division of General Internal Medicine, Johns Hopkins University, Baltimore, MD, USA
| | - Sara Beachy
- Department of Education and Health Services, Lehigh University, Bethlehem, PA, USA
| | - Shayna Coburn
- Children's National Health System, Washington, D.C., USA.,The George Washington University, Washington, D.C., USA
| | - Sophie Lanzkron
- Division of Hematology, Johns Hopkins University, Baltimore, MD, USA
| | - Michelle N Eakin
- Division of Pulmonary and Critical Care Medicine, Johns Hopkins University, 5501 Hopkins Bayview Blvd., Room 4B.74, Baltimore, MD, 21224, USA.
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Dorst MT, Anders SH, Chennupati S, Chen Q, Purcell Jackson G. Health Information Technologies in the Support Systems of Pregnant Women and Their Caregivers: Mixed-Methods Study. J Med Internet Res 2019; 21:e10865. [PMID: 31094327 PMCID: PMC6532338 DOI: 10.2196/10865] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2018] [Revised: 01/31/2019] [Accepted: 03/30/2019] [Indexed: 11/14/2022] Open
Abstract
Background The quality and quantity of families’ support systems during pregnancy can affect maternal and fetal outcomes. The support systems of expecting families can include many elements, such as family members, friends, and work or community groups. Emerging health information technologies (eg, social media, internet websites, and mobile apps) provide new resources for pregnant families to augment their support systems and to fill information gaps. Objective This study sought to determine the number and nature of the components of the support systems of pregnant women and their caregivers (eg, family members) and the role of health information technologies in these support systems. We examined the differences between pregnant women’s support systems and those of their caregivers and the associations between support system composition and stress levels. Methods We enrolled pregnant women and caregivers from advanced maternal-fetal and group prenatal care clinics. Participants completed surveys assessing sociodemographic characteristics, health literacy, numeracy, and stress levels and were asked to draw a picture of their support system. Support system elements were extracted from drawings, categorized by type (ie, individual persons, groups, technologies, and other) and summarized for pregnant women and caregivers. Participant characteristics and support system elements were compared using the Pearson chi-square test for categorical variables and Wilcoxon ranked sum test for continuous variables. Associations between support system characteristics and stress levels were measured with Spearman correlation coefficient. Results The study enrolled 100 participants: 71 pregnant women and 29 caregivers. The support systems of pregnant women were significantly larger than those of caregivers—an average of 7.4 components for pregnant women and 5.4 components for caregivers (P=.003). For all participants, the most commonly reported support system elements were individual persons (408/680, 60.0%), followed by people groups (132/680, 19.4%), technologies (112/680, 16.5%), and other resources (28/680, 4.1%). Pregnant women’s and caregivers’ technology preferences within their support systems differed—pregnant women more often identified informational websites, apps, and social media as parts of their support systems, whereas caregivers more frequently reported general internet search engines. The size and components of these support systems were not associated with levels of stress. Conclusions This study is one of the first demonstrating that technologies comprise a substantial portion of the support systems of pregnant women and their caregivers. Pregnant women more frequently reported specific medical information websites as part of their support system, whereas caregivers more often reported general internet search engines. Although social support is important for maternal and fetal health outcomes, no associations among stress, support system size, and support system components were found in this study. As health information technologies continue to evolve and their adoption increases, their role in patient and caregiver support systems and their effects should be further explored.
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Affiliation(s)
| | - Shilo H Anders
- Vanderbilt University Medical Center, Nashville, TN, United States
| | | | - Qingxia Chen
- Vanderbilt University Medical Center, Nashville, TN, United States
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Badawy SM, Cronin RM, Hankins J, Crosby L, DeBaun M, Thompson AA, Shah N. Patient-Centered eHealth Interventions for Children, Adolescents, and Adults With Sickle Cell Disease: Systematic Review. J Med Internet Res 2018; 20:e10940. [PMID: 30026178 PMCID: PMC6072976 DOI: 10.2196/10940] [Citation(s) in RCA: 99] [Impact Index Per Article: 16.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2018] [Revised: 06/06/2018] [Accepted: 06/21/2018] [Indexed: 12/18/2022] Open
Abstract
Background Sickle cell disease is an inherited blood disorder that affects over 100,000 Americans. Sickle cell disease–related complications lead to significant morbidity and early death. Evidence supporting the feasibility, acceptability, and efficacy of self-management electronic health (eHealth) interventions in chronic diseases is growing; however, the evidence is unclear in sickle cell disease. Objective We systematically evaluated the most recent evidence in the literature to (1) review the different types of technological tools used for self-management of sickle cell disease, (2) discover and describe what self-management activities these tools were used for, and (3) assess the efficacy of these technologies in self-management. Methods We reviewed literature published between 1995 and 2016 with no language limits. We searched MEDLINE, EMBASE, CINAHL, PsycINFO, and other sources. We followed the Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines. Two independent reviewers screened titles and abstracts, assessed full-text articles, and extracted data from articles that met inclusion criteria. Eligible studies were original research articles that included texting, mobile phone–based apps, or other eHealth interventions designed to improve self-management in pediatric and adult patients with sickle cell disease. Results Of 1680 citations, 16 articles met all predefined criteria with a total of 747 study participants. Interventions were text messaging (4/16, 25%), native mobile apps (3/16, 19%), Web-based apps (5/16, 31%), mobile directly observed therapy (2/16, 13%), internet-delivered cognitive behavioral therapy (2/16, 13%), electronic pill bottle (1/16, 6%), or interactive gamification (2/16, 13%). Interventions targeted monitoring or improvement of medication adherence (5/16, 31%); self-management, pain reporting, and symptom reporting (7/16, 44%); stress, coping, sleep, and daily activities reporting (4/16, 25%); cognitive training for memory (1/16, 6%); sickle cell disease and reproductive health knowledge (5/16, 31%); cognitive behavioral therapy (2/16, 13%); and guided relaxation interventions (1/16, 6%). Most studies (11/16, 69%) included older children or adolescents (mean or median age 10-17 years; 11/16, 69%) and 5 included young adults (≥18 years old) (5/16, 31%). Sample size ranged from 11 to 236, with a median of 21 per study: <20 in 6 (38%), ≥20 to <50 in 6 (38%), and >50 participants in 4 studies (25%). Most reported improvement in self-management–related outcomes (15/16, 94%), as well as high satisfaction and acceptability of different study interventions (10/16, 63%). Conclusions Our systematic review identified eHealth interventions measuring a variety of outcomes, which showed improvement in multiple components of self-management of sickle cell disease. Despite the promising feasibility and acceptability of eHealth interventions in improving self-management of sickle cell disease, the evidence overall is modest. Future eHealth intervention studies are needed to evaluate their efficacy, effectiveness, and cost effectiveness in promoting self-management in patients with sickle cell disease using rigorous methods and theoretical frameworks with clearly defined clinical outcomes.
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Affiliation(s)
- Sherif M Badawy
- Division of Hematology, Oncology and Stem Cell Transplant, Ann & Robert H Lurie Children's Hospital of Chicago, Chicago, IL, United States.,Department of Pediatrics, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States.,Department of Pediatrics, Division of Hematology and Oncology, Faculty of Medicine, Zagazig University, Zagazig, Egypt
| | - Robert M Cronin
- Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, TN, United States.,Department of Internal Medicine, Vanderbilt University Medical Center, Nashville, TN, United States
| | - Jane Hankins
- Department of Hematology, St Jude Children's Research Hospital, Memphis, TN, United States
| | - Lori Crosby
- Cincinnati Children's Hospital Medical Center, Cincinnati, OH, United States.,Department of Psychology, University of Cincinnati, Cincinnati, OH, United States
| | - Michael DeBaun
- Division of Hematology and Oncology, Department of Pediatrics, Vanderbilt-Meharry Center for Excellence in Sickle Cell Disease, Vanderbilt University Medical Center, Nashville, TN, United States
| | - Alexis A Thompson
- Division of Hematology, Oncology and Stem Cell Transplant, Ann & Robert H Lurie Children's Hospital of Chicago, Chicago, IL, United States.,Department of Pediatrics, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
| | - Nirmish Shah
- Division of Hematology, Duke University School of Medicine, Durham, NC, United States
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