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Banks J, Olvera-Barrios A, Pitt M, Williams D, Seltene M, Rutowska C, Khatun M, Huemer J, Khan Y, Ockrim Z, Heng LZ, Rudnicka AR, Tufail A, A Egan C, Owen CG. Effect of ethnicity and other sociodemographic factors on attendance at ophthalmology appointments following referral from a Diabetic Eye Screening Programme: a retrospective cohort study. BMJ Open Ophthalmol 2025; 10:e001969. [PMID: 39843349 PMCID: PMC11759212 DOI: 10.1136/bmjophth-2024-001969] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2024] [Accepted: 11/15/2024] [Indexed: 01/24/2025] Open
Abstract
BACKGROUND/AIMS To examine the association between sociodemographic characteristics and attendance at Hospital Eye Service (HES) referrals from the Diabetic Eye Screening Programme (DESP), in a large, ethnically diverse urban population. METHODS Retrospective cohort study (4 January 2016-12 August 2019) of people with diabetic retinopathy (DR) referred from an English DESP to a tertiary referral eye hospital. We conducted a multivariable logistic regression with attendance as the primary outcome, controlling for age, sex, ethnicity, Index of Multiple Deprivation, best eye visual acuity and baseline DR grade. RESULTS Of 7793 people referred (mean age 64 years, 62.6% male, 13.9% white, 12.5% black, 25.3% South Asian, 6.5% any other Asian background, 19.3% no recorded ethnicity and 20.9% of 'Other' ethnic origin), 69% attended. Compared with white individuals, people of black ethnic origin were similarly likely to attend. South Asians and those of other Asian backgrounds were more likely, and people with 'Other' or missing ethnicity were less likely to attend. Those with higher levels of deprivation, younger (aged 18-45 years) and older (76-90 years) age groups and worse visual acuity were less likely to attend, whereas people identified as having proliferative DR in both eyes were more likely to attend. CONCLUSION Sociodemographic patterns in attendance after referral from the DESP to the HES exist, and these do not appear to explain ethnic differences in more severe sight-threatening DR, suggesting other explanations. More work is needed to understand and reduce inequalities in HES attendance.
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Affiliation(s)
- James Banks
- Population Health Research Institute, City St George's, University of London , London, UK
| | - Abraham Olvera-Barrios
- Medical Retina, Moorfields Eye Hospital NHS Foundation Trust, London, UK
- NIHR Biomedical Research Centre at Moorfields Eye Hospital NHS Foundation Trust and UCL Institute of Ophthalmology, London, UK
| | - Matilda Pitt
- Population Health Research Institute, City St George's, University of London , London, UK
| | - Daisy Williams
- Population Health Research Institute, City St George's, University of London , London, UK
| | - Michael Seltene
- Medical Retina, Moorfields Eye Hospital NHS Foundation Trust, London, UK
| | - Celestine Rutowska
- Medical Retina, Moorfields Eye Hospital NHS Foundation Trust, London, UK
| | - Mumina Khatun
- Medical Retina, Moorfields Eye Hospital NHS Foundation Trust, London, UK
| | - Josef Huemer
- Medical Retina, Moorfields Eye Hospital NHS Foundation Trust, London, UK
- NIHR Biomedical Research Centre at Moorfields Eye Hospital NHS Foundation Trust and UCL Institute of Ophthalmology, London, UK
| | - Yasir Khan
- Medical Retina, Moorfields Eye Hospital NHS Foundation Trust, London, UK
| | - Zoe Ockrim
- Medical Retina, Moorfields Eye Hospital NHS Foundation Trust, London, UK
| | - Ling Zhi Heng
- Medical Retina, Moorfields Eye Hospital NHS Foundation Trust, London, UK
| | - Alicja R Rudnicka
- Population Health Research Institute, City St George's, University of London , London, UK
| | - Adnan Tufail
- Medical Retina, Moorfields Eye Hospital NHS Foundation Trust, London, UK
- NIHR Biomedical Research Centre at Moorfields Eye Hospital NHS Foundation Trust and UCL Institute of Ophthalmology, London, UK
| | - Catherine A Egan
- Medical Retina, Moorfields Eye Hospital NHS Foundation Trust, London, UK
- NIHR Biomedical Research Centre at Moorfields Eye Hospital NHS Foundation Trust and UCL Institute of Ophthalmology, London, UK
| | - Christopher G Owen
- Population Health Research Institute, City St George's, University of London , London, UK
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Benhayoun A, Wang M, Beauchemin M, Sezgin E, Skeens MA. Transcreating BMT4me: A protocol for adapting an mobile health medication adherence app for Spanish-speaking caregivers in pediatric hematopoietic stem cell transplant. Digit Health 2025; 11:20552076241297218. [PMID: 39758255 PMCID: PMC11696945 DOI: 10.1177/20552076241297218] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2024] [Accepted: 10/17/2024] [Indexed: 01/07/2025] Open
Abstract
Objective Hematopoietic stem cell transplant is a life-saving procedure that treats patients with various conditions by transplanting hematopoietic stem cells from bone marrow. Mobile health apps could be useful in closing the digital divide and improving health equity among Spanish-speaking caregivers of children who undergo pediatric hematopoietic stem cell transplant. This study aims to transcreate the BMT4me adherence app originally designed for English-speaking caregivers for Spanish-speaking caregivers and evaluate the feasibility and usability. Methods This study consists of two phases. Phase 1 transcreates the existing BMT4me app for Spanish-speaking populations. App feedback is collected from three community advisory board focus groups (n = 10; each meeting will include the same 10 community advisory board members). Groups consist of members connected to the local Spanish-speaking population and participating in the Community Engagement Program at The Ohio State University Center for Clinical and Translation Science. Phase 2 tests the feasibility and usability of the Spanish BMT4me app with child-caregiver dyads (n = 30; 15 at site 1, n = 15 at site 2) whose primary language is Spanish. This phase is mixed methods and incorporates both a qualitative approach (caregiver interviews) and quantitative measures (system usability scale). It is expected that app users in phase 2 will report above average system usability scale scores (>68%). It is also expected that >75% of families approached in phase 2 will enroll and complete the surveys in our study. Conclusion This protocol paper details the transcreation process of the BMT4me app into a Spanish version. The findings of the study will demonstrate the level of acceptability of the Spanish BMT4me app with participants whose primary language is Spanish. As a digital health intervention for an underrepresented population that is increasingly online yet historically underserved, this app can overcome health barriers and disparities and improve overall health equity.
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Affiliation(s)
- Ashley Benhayoun
- The Abigail Wexner Research Institute at Nationwide Children's Hospital, Columbus, OH, USA
| | - Mark Wang
- The Abigail Wexner Research Institute at Nationwide Children's Hospital, Columbus, OH, USA
| | | | - Emre Sezgin
- The Abigail Wexner Research Institute at Nationwide Children's Hospital, Columbus, OH, USA
- School of Medicine, Department of Pediatrics, The Ohio State University, Columbus, OH, USA
| | - Micah A. Skeens
- The Abigail Wexner Research Institute at Nationwide Children's Hospital, Columbus, OH, USA
- School of Medicine, Department of Pediatrics, The Ohio State University, Columbus, OH, USA
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Pais-Cunha I, Fontoura Matias J, Almeida AL, Magalhães M, Fonseca JA, Azevedo I, Jácome C. Telemonitoring of pediatric asthma in outpatient settings: A systematic review. Pediatr Pulmonol 2024; 59:2392-2413. [PMID: 38742250 DOI: 10.1002/ppul.27046] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/19/2024] [Revised: 04/18/2024] [Accepted: 04/24/2024] [Indexed: 05/16/2024]
Abstract
Telemonitoring technologies are rapidly evolving, offering a promising solution for remote monitoring and timely management of asthma acute episodes. We aimed to describe current pediatric asthma telemonitoring technologies. A systematic review was conducted until September 2023 on Medline, Scopus, and Web of Science. We included studies of children (0-18 years) with asthma or recurrent wheezing whose respiratory condition was telemonitored outside the healthcare setting. A narrative synthesis was performed. We identified 40 telemonitoring technologies described in 40 studies. The more frequently used technologies for telemonitoring were mobile applications (n = 21) and web-based systems (n = 14). Telemonitoring duration varied between 2 weeks and 32 months. Data collection included asthma symptoms (n = 30), patient-reported outcome measures (PROMs) (n = 11), spirometry/peak flow readings (n = 20), medication adherence (n = 17), inhaler technique (n = 3), air quality (n = 2), and respiratory sounds (n = 2). Both parents and children were the technology target users in most studies (n = 23). Technology training was reported in 23 studies of which 3 provided ongoing support. Automatic feedback was found in 30 studies, mostly related with asthma control. HCP were involved in data management in 27 studies. Technologies were tested in samples from 4 to 327 children, with most studies including school-aged children and/or adolescents (n = 38) and eight including preschool children. This review provides an overview of existing technologies for the outpatient telemonitoring of pediatric asthma. Specific technologies for preschool children represent a gap in the literature that needs to be specifically addressed in future research.
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Affiliation(s)
- Inês Pais-Cunha
- Serviço De Pediatria, Unidade De Gestão Autónoma Da Mulher E Da Criança, Centro Hospitalar Universitário São João, Porto, Portugal
- Departamento De Ginecologia-Obstetrícia e Pediatria, Faculdade de Medicina da Universidade do Porto, Porto, Portugal
- CINTESIS@RISE, MEDCIDS, Faculty of Medicine of University of Porto, Porto, Portugal
| | - José Fontoura Matias
- Serviço De Pediatria, Unidade De Gestão Autónoma Da Mulher E Da Criança, Centro Hospitalar Universitário São João, Porto, Portugal
- Departamento De Ginecologia-Obstetrícia e Pediatria, Faculdade de Medicina da Universidade do Porto, Porto, Portugal
| | - Ana Laura Almeida
- Serviço De Pediatria, Unidade De Gestão Autónoma Da Mulher E Da Criança, Centro Hospitalar Universitário São João, Porto, Portugal
- Departamento De Ginecologia-Obstetrícia e Pediatria, Faculdade de Medicina da Universidade do Porto, Porto, Portugal
| | - Manuel Magalhães
- CINTESIS@RISE, MEDCIDS, Faculty of Medicine of University of Porto, Porto, Portugal
- Serviço De Pediatria, Centro Materno Infantil Do Norte, Centro Hospitalar Universitário Do Porto, Porto, Portugal
| | - João A Fonseca
- CINTESIS@RISE, MEDCIDS, Faculty of Medicine of University of Porto, Porto, Portugal
- Allergy Unit, Instituto CUF Porto E Hospital CUF Porto, Porto, Portugal
| | - Inês Azevedo
- Serviço De Pediatria, Unidade De Gestão Autónoma Da Mulher E Da Criança, Centro Hospitalar Universitário São João, Porto, Portugal
- Departamento De Ginecologia-Obstetrícia e Pediatria, Faculdade de Medicina da Universidade do Porto, Porto, Portugal
| | - Cristina Jácome
- CINTESIS@RISE, MEDCIDS, Faculty of Medicine of University of Porto, Porto, Portugal
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Lizano-Barrantes C, Garin O, Mayoral K, Dima AL, Pont A, Caballero-Rabasco MA, Praena-Crespo M, Valdesoiro-Navarrete L, Guerra MT, Bercedo-Sanz A, Ferrer M. Impact of treatment adherence and inhalation technique on asthma outcomes of pediatric patients: a longitudinal study. Front Pharmacol 2024; 15:1340255. [PMID: 38549668 PMCID: PMC10976946 DOI: 10.3389/fphar.2024.1340255] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2023] [Accepted: 02/23/2024] [Indexed: 11/12/2024] Open
Abstract
Introduction: We aimed to evaluate the longitudinal relationships, both at between- and within-person levels, that adherence to inhaled corticosteroid-based maintenance treatment and inhalation technique present with symptom control, exacerbations, and health-related quality of life (HRQoL) in children and adolescents with asthma. Methods: Participants (6-14 years old) from the ARCA (Asthma Research in Children and Adolescents) cohort-a prospective, multicenter, observational study (NCT04480242)-were followed for a period from 6 months to 5 years via computer-assisted telephone interviews and a smartphone application. The Medication Intake Survey-Asthma (MIS-A) was administered to assess the implementation stage of adherence, and the Inhalation Technique Questionnaire (InTeQ) was used to assess the five key steps when using an inhaler. Symptom control was measured with the Asthma Control Questionnaire (ACQ), and HRQL was measured with the EQ-5D and the Patient-Reported Outcomes Measurement Information System-Pediatric Asthma Impact Scale (PROMIS-PAIS). Multilevel longitudinal mixed models were constructed separately with symptom control, exacerbation occurrence, EQ-5D, and PROMIS-PAIS as the dependent variables. Results: Of the 360 participants enrolled, 303 (1,203 interviews) were included in the symptom control and exacerbation analyses, 265 (732) in the EQ-5D, and 215 (617) in the PROMIS-PAIS. Around 60% of participants were male subjects, and most of them underwent maintenance treatment with inhaled corticosteroids plus long-acting β-agonists in a fixed dose (73.3%). Within-person variability was 83.6% for asthma control, 98.6% for exacerbations, 36.4% for EQ-5D, and 49.1% for PROMIS-PAIS. At the within-person level, patients with higher adherence had better symptom control (p = 0.002) and HRQoL over time (p = 0.016). Patients with a better inhalation technique reported worse HRQoL simultaneously (p = 0.012), but they showed better HRQoL in future assessments (p = 0.012). The frequency of reliever use was associated with symptom control (p < 0.001), exacerbation occurrence (p < 0.001), and HRQoL (p = 0.042); and boys were more likely to present better symptom control and HRQoL than girls. Conclusion: Our results confirm longitudinal associations at the within-person level of the two indicators of quality use of inhalers: for adherence to maintenance treatment with symptom control and HRQoL, and for the inhalation technique with HRQoL. Although treatment adherence was shown to be excellent, a third of the participants reported a suboptimal inhalation technique, highlighting the need for actions for improving asthma management of the pediatric population.
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Affiliation(s)
- Catalina Lizano-Barrantes
- Health Services Research Group, Hospital del Mar Research Institute, Barcelona, Spain
- Department of Medicine and Life Sciences, Universitat Pompeu Fabra, Barcelona, Spain
- Department of Pharmaceutical Care and Clinical Pharmacy, Faculty of Pharmacy, Universidad de Costa Rica, San Jose, Costa Rica
| | - Olatz Garin
- Health Services Research Group, Hospital del Mar Research Institute, Barcelona, Spain
- Department of Medicine and Life Sciences, Universitat Pompeu Fabra, Barcelona, Spain
- Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública CIBERESP, Madrid, Spain
| | - Karina Mayoral
- Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública CIBERESP, Madrid, Spain
- National Heart and Lung Institute, Imperial College London, London, United Kingdom
| | - Alexandra L. Dima
- Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública CIBERESP, Madrid, Spain
- Health Technology Assessment in Primary Care and Mental Health (PRISMA), Institut de Recerca Sant Joan de Déu, Esplugues de Llobregat, Spain
| | - Angels Pont
- Health Services Research Group, Hospital del Mar Research Institute, Barcelona, Spain
- Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública CIBERESP, Madrid, Spain
| | - María Araceli Caballero-Rabasco
- Department of Medicine and Life Sciences, Universitat Pompeu Fabra, Barcelona, Spain
- Pediatric Allergy and Pulmonology Unit, Pediatric Service, Hospital del Mar, Barcelona, Spain
| | - Manuel Praena-Crespo
- Centro de Salud La Candelaria, Servicio Andaluz de Salud, Seville, Spain
- Grupo de Vías Respiratorias de la Asociación Española de Pediatras de Atención Primaria (AEPAP), Madrid, Spain
| | - Laura Valdesoiro-Navarrete
- Pediatric Allergy and Pulmonology Unit, Pediatric Service, Hospital Universitari Parc Taulí, Sabadell, Spain
- Institut d’Investigació i Innovació Parc Taulí (I3PT-CERCA), Universitat Autònoma de Barcelona, Sabadell, Spain
| | - María Teresa Guerra
- Grupo de Vías Respiratorias de la Asociación Española de Pediatras de Atención Primaria (AEPAP), Madrid, Spain
- Centro de Salud Jerez Sur, Servicio Andaluz de Salud, Cadiz, Spain
| | - Alberto Bercedo-Sanz
- Grupo de Vías Respiratorias de la Asociación Española de Pediatras de Atención Primaria (AEPAP), Madrid, Spain
- Centro de Salud Los Castros, Servicio Cántabro de Salud, Santander, Cantabria, Spain
| | - Montse Ferrer
- Health Services Research Group, Hospital del Mar Research Institute, Barcelona, Spain
- Department of Medicine and Life Sciences, Universitat Pompeu Fabra, Barcelona, Spain
- Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública CIBERESP, Madrid, Spain
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Do YH, van Aalderen W, Dellbrügger E, Grenzbach C, Grigg J, Grittner U, Haarman E, Hernandez Toro CJ, Karadag B, Roßberg S, Weichert TM, Whitehouse A, Pizzulli A, Matricardi PM, Dramburg S. Clinical efficacy and satisfaction of a digital wheeze detector in a multicentre randomised controlled trial: the WheezeScan study. ERJ Open Res 2024; 10:00518-2023. [PMID: 38226060 PMCID: PMC10789262 DOI: 10.1183/23120541.00518-2023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2023] [Accepted: 10/20/2023] [Indexed: 01/17/2024] Open
Abstract
Introduction Wheezing is common in preschool children and its clinical assessment often challenging for caretakers. This study aims to evaluate the impact of a novel digital wheeze detector (WheezeScan™) on disease control in a home care setting. Methods A multicentre randomised open-label controlled trial was conducted in Berlin, Istanbul and London. Participants aged 4-84 months with a doctor's diagnosis of recurrent wheezing in the past 12 months were included. While the control group followed usual care, the intervention group received the WheezeScan™ for at-home use for 120 days. Parents completed questionnaires regarding their child's respiratory symptoms, disease-related and parental quality of life, and caretaker self-efficacy at baseline (T0), 90 days (T1) and 4 months (T2). Results A total of 167 children, with a mean±sd age of 3.2±1.6 years, were enrolled in the study (intervention group n=87; control group n=80). There was no statistically significant difference in wheeze control assessed by TRACK (mean difference 3.8, 95% CI -2.3-9.9; p=0.2) at T1 between treatment groups (primary outcome). Children's and parental quality of life and parental self-efficacy were comparable between both groups at T1. The evaluation of device usability and perception showed that parents found it useful. Conclusion In the current study population, the wheeze detector did not show significant impact on the home management of preschool wheezing. Hence, further research is needed to better understand how the perception and usage behaviour may influence the clinical impact of a digital support.
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Affiliation(s)
- Yen Hoang Do
- Department of Pediatric Respiratory Medicine, Immunology and Critical Care Medicine, Charité – Universitätsmedizin Berlin, Berlin, Germany
| | - Wim van Aalderen
- Department of Pediatric Respiratory Medicine and Allergy, Emma Children's Hospital, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
| | | | | | - Jonathan Grigg
- Centre for Genomics and Child Health, Blizard Institute, Queen Mary University of London, London, UK
| | - Ulrike Grittner
- Institute of Biometry and Clinical Epidemiology, Charité – Universitätsmedizin Berlin, Berlin, Germany
| | - Eric Haarman
- Department of Pediatric Respiratory Medicine and Allergy, Emma Children's Hospital, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
| | - Camilo José Hernandez Toro
- Department of Pediatric Respiratory Medicine, Immunology and Critical Care Medicine, Charité – Universitätsmedizin Berlin, Berlin, Germany
- Institute of Biometry and Clinical Epidemiology, Charité – Universitätsmedizin Berlin, Berlin, Germany
| | - Bulent Karadag
- Division of Pediatric Pulmonology, Marmara University, Istanbul, Turkey
| | | | | | - Abigail Whitehouse
- Centre for Genomics and Child Health, Blizard Institute, Queen Mary University of London, London, UK
| | | | - Paolo Maria Matricardi
- Department of Pediatric Respiratory Medicine, Immunology and Critical Care Medicine, Charité – Universitätsmedizin Berlin, Berlin, Germany
| | - Stephanie Dramburg
- Department of Pediatric Respiratory Medicine, Immunology and Critical Care Medicine, Charité – Universitätsmedizin Berlin, Berlin, Germany
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Southgate G, Yassaee AA, Harmer MJ, Livesey H, Pryde K, Roland D. Use of Telemedicine in Pediatric Services for 4 Representative Clinical Conditions: Scoping Review. J Med Internet Res 2022; 24:e38267. [PMID: 36287609 PMCID: PMC9647449 DOI: 10.2196/38267] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2022] [Revised: 07/21/2022] [Accepted: 09/02/2022] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Telemedicine is becoming routine in health care. Postpandemic, a universal return to face-to-face consultations may risk a loss of some of the advantages of telemedicine. However, rapid implementation and adoption without robust evaluation of usability, efficacy, and effectiveness could potentially lead to suboptimal health outcomes and downstream challenges to providers. OBJECTIVE This review assesses telemedicine interventions against international guidance and sufficiency of evidence to support postpandemic utilization in pediatric settings. METHODS This scoping review was performed following searches on PubMed, Embase, and CINAHL databases on April 15, 2021, and May 31, 2022, and examined studies focused on telemedicine, remote consultation, video call, or remote patient monitoring in children (0-18 years) receiving outpatient care for diabetes, asthma, epilepsy, or renal disease. Exclusion criteria included studies published before 2011 as the technologies used have likely been improved or replaced, studies in adult populations or where it was not possible to disaggregate data for participants younger than 18 years as the focus of the review was on pediatric care, and studies not published in English. Data were extracted by 4 authors, and the data were corroborated by a second reviewer. Studies were examined for feasibility and usability, clinical and process outcomes, and cost-effectiveness. RESULTS Of the 3158 studies identified, 56 were suitable for final inclusion and analysis. Data on feasibility or usability of interventions (48 studies) were overwhelmingly positive in support of telemedicine interventions, with common themes including convenience, perceived cost savings, and ease of use. However, use in preference to usual care was rarely explored. Clinical and process outcome data (31 studies) were mostly positive. Across all studies, there was limited measurement of standardized clinical outcomes, although these were more commonly reported in asthma (peak flow) and diabetes (glycated hemoglobin [HbA1c]). Implementation science data generally supported cost-effectiveness of telemedicine with a reduction of health care costs. CONCLUSIONS There is promising evidence supporting telemedicine in pediatric settings. However, there is a lack of evaluation of telemedicine in comparison with usual outpatient care for noninferiority of clinical outcomes, and this review highlights the need for a more standardized approach to evaluation of digital interventions.
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Affiliation(s)
| | - Arrash A Yassaee
- Centre for Paediatrics and Child Health, Faculty of Medicine, Imperial College, London, United Kingdom
- Huma Therapeutics, London, United Kingdom
| | | | - Helen Livesey
- Leeds Teaching Hospitals National Health Service Trust, Leeds, United Kingdom
| | - Kate Pryde
- Southampton Children's Hospital, Southampton, United Kingdom
| | - Damian Roland
- Social Science Applied Healthcare and Improvement Research (SAPPHIRE) Group, Health Sciences, University of Leicester National Health Service Trust, Leicester, United Kingdom
- Paediatric Emergency Medicine Leicester Academic (PEMLA) Group, University Hospitals of Leicester National Health Service Trust, Leicester, United Kingdom
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Dauletbaev N, Oftring ZS, Akik W, Michaelis-Braun L, Korel J, Lands LC, Waldmann S, Müller BS, Dreher M, Rohde G, Vogelmeier CF, Kuhn S. A scoping review of mHealth monitoring of pediatric bronchial asthma before and during COVID-19 pandemic. Paediatr Respir Rev 2022; 43:67-77. [PMID: 35131174 PMCID: PMC8761580 DOI: 10.1016/j.prrv.2022.01.002] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/29/2021] [Accepted: 01/10/2022] [Indexed: 12/02/2022]
Abstract
Mobile (m) Health technology is well-suited for Remote Patient Monitoring (RPM) in a patient's habitual environment. In recent years there have been fast-paced developments in mHealth-enabled pediatric RPM, especially during the COVID-19 pandemic, necessitating evidence synthesis. To this end, we conducted a scoping review of clinical trials that had utilized mHealth-enabled RPM of pediatric asthma. MEDLINE, Embase and Web of Science were searched from September 1, 2016 through August 31, 2021. Our scoping review identified 25 publications that utilized synchronous and asynchronous mHealth-enabled RPM in pediatric asthma, either involving mobile applications or via individual devices. The last three years has seen the development of evidence-based, multidisciplinary, and participatory mHealth interventions. The quality of the studies has been improving, such that 40% of included study reports were randomized controlled trials. In conclusion, there exists high-quality evidence on mHealth-enabled RPM in pediatric asthma, warranting future systematic reviews and/or meta-analyses of the benefits of such RPM.
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Affiliation(s)
- Nurlan Dauletbaev
- Department of Internal, Respiratory and Critical Care Medicine, Philipps University of Marburg, Marburg, Germany (Member of the German Center for Lung Research (DZL)), Germany; Department of Pediatrics, Faculty of Medicine and Health Sciences, McGill University, Montreal, QC, Canada; The Research Institute of McGill University Health Centre, Montreal, QC, Canada; al-Farabi Kazakh National University, Almaty, Kazakhstan.
| | - Zoe S Oftring
- Department of Digital Medicine, Medical Faculty OWL, Bielefeld University, Bielefeld, Germany
| | - Wided Akik
- Division of Experimental Medicine, Faculty of Medicine and Health Sciences, McGill University, Montreal, QC, Canada
| | - Lukas Michaelis-Braun
- Department of Internal, Respiratory and Critical Care Medicine, Philipps University of Marburg, Marburg, Germany (Member of the German Center for Lung Research (DZL)), Germany
| | - Julia Korel
- Department of Internal, Respiratory and Critical Care Medicine, Philipps University of Marburg, Marburg, Germany (Member of the German Center for Lung Research (DZL)), Germany
| | - Larry C Lands
- Department of Pediatrics, Faculty of Medicine and Health Sciences, McGill University, Montreal, QC, Canada; The Research Institute of McGill University Health Centre, Montreal, QC, Canada
| | - Susanne Waldmann
- Central Medical Library, Philipps University of Marburg, Marburg, Germany
| | - Beate S Müller
- Institute of General Practice, Goethe-University Frankfurt, Frankfurt am Main, Germany
| | - Michael Dreher
- Department of Pneumology and Intensive Care Medicine, University Hospital Aachen, Aachen, Germany
| | - Gernot Rohde
- Medical Clinic 1, Department of Respiratory Medicine, University Hospital Frankfurt, Frankfurt am Main, Germany
| | - Claus F Vogelmeier
- Department of Internal, Respiratory and Critical Care Medicine, Philipps University of Marburg, Marburg, Germany (Member of the German Center for Lung Research (DZL)), Germany
| | - Sebastian Kuhn
- Department of Digital Medicine, Medical Faculty OWL, Bielefeld University, Bielefeld, Germany
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Mayoral K, Garin O, Lizano-Barrantes C, Pont A, Caballero-Rabasco AM, Praena-Crespo M, Valdesoiro-Navarrete L, Guerra MT, Castillo JA, Mir ID, Tato E, Alonso J, Serra-Sutton V, Pardo Y, Ferrer M. Measurement properties of the EQ-5D-Y administered through a smartphone app in children with asthma: a longitudinal questionnaire study. Health Qual Life Outcomes 2022; 20:51. [PMID: 35346225 PMCID: PMC8959271 DOI: 10.1186/s12955-022-01955-5] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2021] [Accepted: 03/11/2022] [Indexed: 11/25/2022] Open
Abstract
BACKGROUND Asthma impacts children's physical, emotional, and psychosocial Health-Related Quality of Life (HRQL). The EQ-5D-Y is a generic econometric instrument developed to measure HRQL in children. OBJECTIVE Evaluation of feasibility, validity, reliability, and responsiveness of EQ-5D-Y descriptive system and utility index to allow the assessment of HRQL in children with asthma, aged 8-11 years (self-response version) or under 8 years old (proxy-response version). METHODS We used data from baseline to 10 months of follow-up of an observational, prospective study of children with persistent asthma recruited by pediatricians in Spain (2018-2020). HRQL instruments were administered through a smartphone application: ARCA app. The EQ-5D-Y is composed of a 5-dimension descriptive system, a utility index ranging from 1 to - 0.5392, and a general health visual analogue scale (EQ-VAS). The Pediatric Asthma Impact Scale (PROMIS-PAIS) includes 8 items, providing a raw score. Construct validity hypotheses were stated a priori, and evaluated following two approaches, multitrait-multimethod matrix and known groups' comparisons. Reliability and responsiveness subsamples were defined by stability or change in EQ-VAS and the Asthma Control Questionnaire (ACQ), to estimate the intraclass correlation coefficient (ICC) and the magnitude of change over time. RESULTS The EQ-5D-Y was completed at baseline for 119 children (81 self-responded and 38 through proxy response), with a mean age of 9.1 (1.7) years. Mean (SD) of the EQ-5D-Y utility index was 0.93 (0.11), with ceiling and floor effects of 60.3% and 0%, respectively. Multitrait-multimethod matrix confirmed the associations previously hypothesized for the EQ-5D-Y utility index [moderate with PROMIS-PAIS (0.38) and weak with ACQ (0.28)], and for the EQ-5D-Y dimension "problems doing usual activities" [moderate with the ACQ item (0.35) and weak with the PROMIS-PAIS item (0.17)]. Statistically significant differences were found in the EQ-5D-Y between groups defined by asthma control, reliever inhalers use, and second-hand smoke exposure, with mostly moderate effect sizes (0.45-0.75). The ICC of the EQ-5D-Y utility index in the stable subsamples was high (0.81 and 0.79); and responsiveness subsamples presented a moderate to large magnitude of change (0.68 and 0.78), though without statistical significance. CONCLUSIONS These results support the use of the EQ-5D-Y as a feasible, valid, and reliable instrument for evaluating HRQL in children with persistent asthma. Further studies are needed on the responsiveness of the EQ-5D-Y in this population.
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Affiliation(s)
- Karina Mayoral
- Health Service Research Group, IMIM (Hospital del Mar Medical Research Institute), Barcelona Biomedical Research Park, office 144. Doctor Aiguader, 88, 08003, Barcelona, Spain
- Department of Paediatrics, Obstetrics and Gynaecology and Preventive Medicine, Universitat Autònoma de Barcelona, Barcelona, Spain
- CIBER en Epidemiología y Salud Pública, CIBERESP, Madrid, Spain
| | - Olatz Garin
- Health Service Research Group, IMIM (Hospital del Mar Medical Research Institute), Barcelona Biomedical Research Park, office 144. Doctor Aiguader, 88, 08003, Barcelona, Spain
- CIBER en Epidemiología y Salud Pública, CIBERESP, Madrid, Spain
- Department of Experimental and Health Sciences, Universitat Pompeu Fabra, Barcelona, Spain
| | - Catalina Lizano-Barrantes
- Health Service Research Group, IMIM (Hospital del Mar Medical Research Institute), Barcelona Biomedical Research Park, office 144. Doctor Aiguader, 88, 08003, Barcelona, Spain
- Department of Experimental and Health Sciences, Universitat Pompeu Fabra, Barcelona, Spain
- Department of Pharmaceutical Care and Clinical Pharmacy, Faculty of Pharmacy, Universidad de Costa Rica, San José, Costa Rica
| | - Angels Pont
- Health Service Research Group, IMIM (Hospital del Mar Medical Research Institute), Barcelona Biomedical Research Park, office 144. Doctor Aiguader, 88, 08003, Barcelona, Spain
- CIBER en Epidemiología y Salud Pública, CIBERESP, Madrid, Spain
| | - Araceli M Caballero-Rabasco
- Department of Paediatrics, Obstetrics and Gynaecology and Preventive Medicine, Universitat Autònoma de Barcelona, Barcelona, Spain
- Paediatric Pulmonology and Allergy Unit, Paediatric Department, Hospital Del Mar, Barcelona, Spain
| | - Manuel Praena-Crespo
- Centro de Salud La Candelaria. Servicio Andaluz de Salud, Sevilla, Spain
- Grupo de Vías Respiratorias de La Asociación Española de Pediatras de Atención Primaria (AEPAP), Madrid, Spain
| | | | - María Teresa Guerra
- Grupo de Vías Respiratorias de La Asociación Española de Pediatras de Atención Primaria (AEPAP), Madrid, Spain
- Centro de Salud de Jerez Sur, Jerez de la Frontera, Spain
| | - José Antonio Castillo
- Grupo de Vías Respiratorias de La Asociación Española de Pediatras de Atención Primaria (AEPAP), Madrid, Spain
- Hospital Miguel Servet, Zaragoza, Spain
| | | | - Eva Tato
- Hospital Universitario Araba, Vitoria-Gasteiz, Spain
| | - Jordi Alonso
- Health Service Research Group, IMIM (Hospital del Mar Medical Research Institute), Barcelona Biomedical Research Park, office 144. Doctor Aiguader, 88, 08003, Barcelona, Spain
- CIBER en Epidemiología y Salud Pública, CIBERESP, Madrid, Spain
- Department of Experimental and Health Sciences, Universitat Pompeu Fabra, Barcelona, Spain
| | - Vicky Serra-Sutton
- CIBER en Epidemiología y Salud Pública, CIBERESP, Madrid, Spain
- Agency for Health Quality and Assessment of Catalonia, Barcelona, Spain
| | - Yolanda Pardo
- Health Service Research Group, IMIM (Hospital del Mar Medical Research Institute), Barcelona Biomedical Research Park, office 144. Doctor Aiguader, 88, 08003, Barcelona, Spain
- CIBER en Epidemiología y Salud Pública, CIBERESP, Madrid, Spain
- Department of Psychiatry and Legal Medicine, Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Montse Ferrer
- Health Service Research Group, IMIM (Hospital del Mar Medical Research Institute), Barcelona Biomedical Research Park, office 144. Doctor Aiguader, 88, 08003, Barcelona, Spain.
- CIBER en Epidemiología y Salud Pública, CIBERESP, Madrid, Spain.
- Department of Experimental and Health Sciences, Universitat Pompeu Fabra, Barcelona, Spain.
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Teni FS, Gerdtham UG, Leidl R, Henriksson M, Åström M, Sun S, Burström K. Inequality and heterogeneity in health-related quality of life: findings based on a large sample of cross-sectional EQ-5D-5L data from the Swedish general population. Qual Life Res 2022; 31:697-712. [PMID: 34628587 PMCID: PMC8921093 DOI: 10.1007/s11136-021-02982-3] [Citation(s) in RCA: 31] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/22/2021] [Indexed: 11/24/2022]
Abstract
PURPOSE This study aimed to investigate inequality and heterogeneity in health-related quality of life (HRQoL) and to provide EQ-5D-5L population reference data for Sweden. METHODS Based on a large Swedish population-based survey, 25,867 respondents aged 30‒104 years, HRQoL is described by sex, age, education, income, economic activity, health-related behaviours, self-reported diseases and conditions. Results are presented by EQ-5D-5L dimensions, respondents rating of their overall health on the EQ visual analogue scale (EQ VAS), VAS index value and TTO (time trade-off) index value allowing for calculation of quality-adjusted life years (QALYs). Ordinary Least Squares and multivariable logistic regression analyses were used to study inequalities in observed EQ VAS score between socioeconomic groups and the likelihood to report problems on the dimensions, respectively, adjusted for confounders. RESULTS In total, 896 different health states were reported; 24.1% did not report any problems. Most problems were reported with pain/discomfort. Women reported worse HRQoL than men, and health deteriorated with age. The strongest association between diseases and conditions and EQ VAS score was seen for depression and mental health problems. There was a socioeconomic gradient in HRQoL; adjusting for health-related behaviours, diseases and conditions slightly reduced the differences between educational groups and income groups, but socioeconomic inequalities largely remained. CONCLUSION EQ-5D-5L population reference (norms) data are now available for Sweden, including socioeconomic differentials. Results may be used for comparisons with disease-specific populations and in health economic evaluations. The observed socioeconomic inequality in HRQoL should be of great importance for policy makers concerned with equity aspects.
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Affiliation(s)
- Fitsum Sebsibe Teni
- Health Outcomes and Economic Evaluation Research Group, Stockholm Centre for Healthcare Ethics, Department of Learning, Informatics, Management and Ethics, Karolinska Institutet, Tomtebodavägen 18a, 171 77, Stockholm, Sweden
| | - Ulf-G Gerdtham
- Department of Economics, Lund University, Lund, Sweden
- Health Economics Unit, Department of Clinical Sciences in Malmö, Lund University, Lund, Sweden
| | - Reiner Leidl
- Institute for Health Economics and Health Care Management, Helmholtz Zentrum München, German Research Center for Environmental Health, Neuherberg, Germany
- Munich Center of Health Sciences, Ludwig-Maximilians University, Munich, Germany
| | - Martin Henriksson
- Center for Medical Technology Assessment, Department of Health, Medicine and Caring Sciences, Linköping University, Linköping, Sweden
| | - Mimmi Åström
- Health Outcomes and Economic Evaluation Research Group, Stockholm Centre for Healthcare Ethics, Department of Learning, Informatics, Management and Ethics, Karolinska Institutet, Tomtebodavägen 18a, 171 77, Stockholm, Sweden
- Equity and Health Policy Research Group, Department of Global Public Health, Karolinska Institutet, Stockholm, Sweden
| | - Sun Sun
- Health Outcomes and Economic Evaluation Research Group, Stockholm Centre for Healthcare Ethics, Department of Learning, Informatics, Management and Ethics, Karolinska Institutet, Tomtebodavägen 18a, 171 77, Stockholm, Sweden
- Department of Epidemiology and Global Health, Umeå University, Umeå, Sweden
| | - Kristina Burström
- Health Outcomes and Economic Evaluation Research Group, Stockholm Centre for Healthcare Ethics, Department of Learning, Informatics, Management and Ethics, Karolinska Institutet, Tomtebodavägen 18a, 171 77, Stockholm, Sweden.
- Equity and Health Policy Research Group, Department of Global Public Health, Karolinska Institutet, Stockholm, Sweden.
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10
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Boehnke JR, Rutherford C. Using feedback tools to enhance the quality and experience of care. Qual Life Res 2021; 30:3007-3013. [PMID: 34635961 DOI: 10.1007/s11136-021-03008-8] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Affiliation(s)
- Jan R Boehnke
- School of Health Sciences, University of Dundee, City Campus, 11 Airlie Place, Dundee, DD1 4HJ, UK.
| | - Claudia Rutherford
- Faculty of Science, School of Psychology, Quality of Life Office, The University of Sydney, Sydney, Australia.,Faculty of Medicine and Health, Susan Wakil School of Nursing and Midwifery, Cancer Nursing Research Unit (CNRU), The University of Sydney, Sydney, Australia
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11
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Dramburg S, Dellbrügger E, van Aalderen W, Matricardi PM. The impact of a digital wheeze detector on parental disease management of pre-school children suffering from wheezing-a pilot study. Pilot Feasibility Stud 2021; 7:185. [PMID: 34627391 PMCID: PMC8501322 DOI: 10.1186/s40814-021-00917-w] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2021] [Accepted: 08/31/2021] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Viral airway infections are a major reason for doctor's visits at pre-school age, especially when associated with wheezing. While proper treatment requires adequate recognition of airway obstruction, caretakers are often struggling with this judgment, consequently leading to insufficient or late treatment and an unnecessary discomfort of the patient. Digital technologies may serve to support parental decision taking. The aim of the present pilot study is to acquire data on the feasibility of recruitment and observation procedures for a randomized controlled trial on the impact of a digital wheeze detector in a home management setting of pre-school wheezing. METHODS This single-armed pilot study enrolled patients with a doctor's diagnosis of wheezing aged 9 to 72 months. Participants were asked to use a digital wheeze detector (WheezeScan, Omron Healthcare, Japan) 2×/day for 30 days and record the child's respiratory symptoms, detection of wheezing, and medication intake via an electronic diary (eDiary) app. Demographic and clinical data were collected at the recruitment visit. The asthma control test and the Parent Asthma Management Self-Efficacy Scale (PAMSES) were assessed both, at recruitment and follow-up. RESULTS Twenty families were recruited and completed the monitoring. All but one completed the follow-up after 30 days. The recruitment procedures were feasible, and adherence to daily monitoring reached an average of 81%. The use of the wheeze detector was rated as uncomplicated. Parents detected wheezing without digital support in only 22/708 (3.1%) of the recorded events. By contrast, the wheeze detector indicated an airway obstruction in 140/708 (19.8%) of the recordings. CONCLUSION In parallel to feasible recruitment procedures, we observed good usability of the wheeze detection device and high adherence to eDiary recording. The positive outcomes show that the WheezeScan may empower parents by increasing their capacity for wheeze detection. This deserves to be investigated in a larger randomized controlled trial.
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Affiliation(s)
- Stephanie Dramburg
- Department of Pediatric Respiratory Medicine, Immunology and Critical Care Medicine, Charité - Universitätsmedizin Berlin, Augustenburger Platz 1, 13353, Berlin, Germany.
| | | | - Wim van Aalderen
- Department of Pediatric Respiratory Medicine and Allergy, Emma Children's Hospital, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
| | - Paolo Maria Matricardi
- Department of Pediatric Respiratory Medicine, Immunology and Critical Care Medicine, Charité - Universitätsmedizin Berlin, Augustenburger Platz 1, 13353, Berlin, Germany
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12
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McIntire K, Weis B, Litwin Ye L, Krugman SD. Feasibility of video observed therapy to support controller inhaler use among children in West Baltimore. J Asthma 2021; 59:1961-1972. [PMID: 34550849 DOI: 10.1080/02770903.2021.1984525] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Abstract
OBJECTIVE To assess feasibility of a novel video directly observed therapy (DOT)-based digital asthma program intended to support correct inhaled corticosteroid (ICS) use among children. METHODS We conducted a 60-day pilot study among patients 2-18 years attending a primary care clinic with prescribed ICS and sub-optimally controlled asthma (recent hospitalization, ICS nonadherence, frequent rescue inhaler use, therapy escalation, or Asthma Control Test <20). Participants used a mobile application to receive reminders, submit videos of ICS doses (video DOT), and receive asynchronous feedback on adherence and inhaler technique. We assessed enrollment, engagement, program metrics, and user experience; adherence and inhaler errors were secondary outcomes. RESULTS Of 26 eligible patients, 21 (81%) enrolled and submitted ≥1 video; median age was 11 years (8-15), 71% were male, 90% had Medicaid, and 62% experienced ≥1 exacerbation in the previous 6 months. Retention was 57% and 52% at week 5 and 8, respectively. Participants submitted 810 videos. Missed doses, inhaler errors (n = 247) and adherence issues (n = 107) prompted 543 communications; inadequate inspiration or holding breath were most common. Among 16 patients with engagement >7 days and >4 videos, median inhaler error rate (proportion of videos with ≥1 error) decreased from week 1 to week 2 (73% vs 8%, p ≤ 0.05) with median adherence >80%. Participants experienced the program as long, but easy to use; benefits included building routines, skill, and independence. CONCLUSIONS This pilot study suggests high program acceptability among our cohort. High engagement with improved inhaler technique over the first 14 days suggests shorter implementation.
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Affiliation(s)
- K McIntire
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - B Weis
- Department of Pediatrics, Herman and Walter Samuelson Children's Hospital of Sinai, Baltimore, MD, USA
| | - L Litwin Ye
- emocha Mobile Health Inc, Baltimore, MD, USA
| | - S D Krugman
- Department of Pediatrics, Herman and Walter Samuelson Children's Hospital of Sinai, Baltimore, MD, USA
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13
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O’Connor A, Tai A, Carson-Chahhoud K. Isn't There an App for That? The Role of Smartphone and Tablet Applications for Asthma Education and Self-Management in Adolescents. CHILDREN (BASEL, SWITZERLAND) 2021; 8:786. [PMID: 34572218 PMCID: PMC8467082 DOI: 10.3390/children8090786] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 07/31/2021] [Revised: 09/02/2021] [Accepted: 09/07/2021] [Indexed: 01/03/2023]
Abstract
Asthma is one of the most common chronic diseases worldwide, with a substantial proportion of the asthma population being children and adolescents. Self-management is recognized as a key component to asthma management, with multiple international guidelines emphasizing the need for adequate self-management skills for good asthma control. Unfortunately, the uptake amongst young people and adolescents is low, with often suboptimal engagement to self-management education and skills contributing to poor adherence to medication as well as poor perception of asthma symptoms. Innovative solutions to deliver education and self-management to adolescents are clearly needed. mHealth is the use of mobile devices such as smartphones and tablet devices to improve healthcare and has been used in multiple chronic diseases. This review articles explores the current use of mHealth in asthma, specifically smartphone and tablet applications as a generation-appropriate, accessible delivery modality for provision of asthma education and self-management interventions in adolescents. Current evidence gaps are also highlighted, which should be addressed in future research.
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Affiliation(s)
- Antonia O’Connor
- Respiratory and Sleep Department, Women’s and Children’s Hospital, 72 King Williams Road, North Adelaide, SA 5006, Australia;
| | - Andrew Tai
- Respiratory and Sleep Department, Women’s and Children’s Hospital, 72 King Williams Road, North Adelaide, SA 5006, Australia;
- Robinson Research Institute, University of Adelaide, Ground Floor, Norwich Centre, 55 King William Road, North Adelaide, SA 5006, Australia
| | - Kristin Carson-Chahhoud
- Adelaide Medical School, University of Adelaide, Adelaide Health and Medical Sciences Building, Corner of North Terrace & George Street, Adelaide, SA 5000, Australia;
- Translational Medicine and Technology Group, Australian Centre for Precision Health, University of South Australia, Level 8 South SAHMRI Building, North Terrace, Adelaide, SA 5000, Australia
- Australian Centre for Precision Health, South Australian Health and Medical Research Institute, North Terrace, Adelaide, SA 5000, Australia
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