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Lykkeberg B, Noergaard MW, Bjerrum M. Experiences and expectations of parents when young people with congenital heart disease transfer from pediatric to adult care: A qualitative systematic review. J Child Health Care 2024:13674935241231024. [PMID: 38332483 DOI: 10.1177/13674935241231024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/10/2024]
Abstract
Parents encounter challenges when their child with congenital heart disease is transferred from pediatric to adult care. Until recently these parents' experiences and expectations of their child's transfer have received less attention. This systematic review aims to identify and synthesize qualitative evidence on parental experiences and expectations about their child's transfer from pediatric to adult care using a meta-aggregation approach. Six studies were included with 39 findings being aggregated into seven categories. Three syntheses were formed: Information is a prerequisite for supporting young people's transfer. The transition process should be well-prepared, individualized, and based on young people's maturity. Changing parental roles causes ambivalent feelings requiring support in the transfer process. Parents regard transfer from pediatric to adult care as a natural developmental step. However, some parents are anxious and worried while others found the transfer as feasible as other transitions in their child's life. Involving parents in the transition process enables them to facilitate their child's transfer. Parents worry their child is too young to take responsibility for their health. Parental roles from being a full caregiver to becoming a supportive person cause ambivalent feelings. These findings align with research on parents' experiences of young people with long-term conditions.
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Affiliation(s)
- Birgitte Lykkeberg
- Cardiology Clinic, The Heart Centre, Copenhagen University Hospital - Rigshospitalet, Kobenhavn, Denmark
| | - Marianne Wetendorff Noergaard
- Centre of Clinical Guidelines, Department of Clinical Medicine and Danish Centre of Systematic Reviews - JBI Centre of Excellence, University of Adelaide, Faculty of Medicine, Aalborg University, Aalborg, Denmark
| | - Merete Bjerrum
- Centre of Clinical Guidelines, Department of Clinical Medicine and Danish Centre of Systematic Reviews - JBI Centre of Excellence, University of Adelaide, Faculty of Medicine, Aalborg University, Aalborg, Denmark
- Nursing and Health Care, Department of Public Health, Aarhus University, Aarhus, Denmark
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Lopez KN, Allen KY, Baker-Smith CM, Bravo-Jaimes K, Burns J, Cherestal B, Deen JF, Hills BK, Huang JH, Lizano Santamaria RW, Lodeiro CA, Melo V, Moreno JS, Nuñez Gallegos F, Onugha H, Pastor TA, Wallace MC, Ansah DA. Health Equity and Policy Considerations for Pediatric and Adult Congenital Heart Disease Care among Minoritized Populations in the United States. J Cardiovasc Dev Dis 2024; 11:36. [PMID: 38392250 PMCID: PMC10888593 DOI: 10.3390/jcdd11020036] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2023] [Revised: 01/16/2024] [Accepted: 01/19/2024] [Indexed: 02/24/2024] Open
Abstract
Achieving health equity in populations with congenital heart disease (CHD) requires recognizing existing disparities throughout the lifespan that negatively and disproportionately impact specific groups of individuals. These disparities occur at individual, institutional, or system levels and often result in increased morbidity and mortality for marginalized or racially minoritized populations (population subgroups (e.g., ethnic, racial, social, religious) with differential power compared to those deemed to hold the majority power in the population). Creating actionable strategies and solutions to address these health disparities in patients with CHD requires critically examining multilevel factors and health policies that continue to drive health inequities, including varying social determinants of health (SDOH), systemic inequities, and structural racism. In this comprehensive review article, we focus on health equity solutions and health policy considerations for minoritized and marginalized populations with CHD throughout their lifespan in the United States. We review unique challenges that these populations may face and strategies for mitigating disparities in lifelong CHD care. We assess ways to deliver culturally competent CHD care and to help lower-health-literacy populations navigate CHD care. Finally, we review system-level health policies that impact reimbursement and research funding, as well as institutional policies that impact leadership diversity and representation in the workforce.
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Affiliation(s)
- Keila N Lopez
- Texas Children's Hospital, Department of Pediatrics, Division of Pediatric Cardiology, Baylor College of Medicine, Houston, TX 77030, USA
| | - Kiona Y Allen
- Ann & Robert H. Lurie Children's Hospital of Chicago, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA
| | - Carissa M Baker-Smith
- Center for Cardiovascular Research and Innovation, Nemours Cardiac Center, Nemours Children's Health, Wilmington, DE 19803, USA
| | - Katia Bravo-Jaimes
- Department of Cardiovascular Medicine, Mayo Clinic Florida, Jacksonville, FL 32224, USA
| | - Joseph Burns
- Texas Children's Hospital, Department of Pediatrics, Division of Pediatric Cardiology, Baylor College of Medicine, Houston, TX 77030, USA
| | - Bianca Cherestal
- Ward Family Heart Center, Children's Mercy Kansas City, Kansas City, MO 64108, USA
| | - Jason F Deen
- Department of Pediatrics and Medicine, University of Washington, Seattle, WA 98105, USA
| | - Brittany K Hills
- Division of Pediatric Cardiology, UT Southwestern, Children's Health, Dallas, TX 75390, USA
| | - Jennifer H Huang
- Doernbecher Children's Hospital, Oregon Health and Science University, Portland, OR 97239, USA
| | | | - Carlos A Lodeiro
- Texas Children's Hospital, Department of Pediatrics, Division of Pediatric Cardiology, Baylor College of Medicine, Houston, TX 77030, USA
| | - Valentina Melo
- Texas Children's Hospital, Department of Pediatrics, Baylor College of Medicine, Houston, TX 77030, USA
| | - Jasmine S Moreno
- Texas Children's Hospital, Department of Pediatrics, Division of Pediatric Cardiology, Baylor College of Medicine, Houston, TX 77030, USA
| | - Flora Nuñez Gallegos
- Department of Pediatrics, University of California San Francisco Benioff Children's Hospital, San Francisco, CA 94158, USA
| | - Harris Onugha
- Texas Children's Hospital, Department of Pediatrics, Baylor College of Medicine, Houston, TX 77030, USA
| | - Tony A Pastor
- Division of Pediatric Cardiology, Yale School of Medicine, Yale New Haven Hospital, New Haven, CT 06510, USA
| | - Michelle C Wallace
- Department of Pediatrics, Emory University School of Medicine and Children's Healthcare of Atlanta, Atlanta, GA 30322, USA
| | - Deidra A Ansah
- Texas Children's Hospital, Department of Pediatrics, Division of Pediatric Cardiology, Baylor College of Medicine, Houston, TX 77030, USA
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Han A, Gingrich J, Yaskina M, Rankin K, San Martin-Feeney D, Mackie AS. Just TRAC it! Transitioning Responsibly to Adult Care Using Smart Phone Technology. J Adolesc Health 2023; 73:561-566. [PMID: 37306646 DOI: 10.1016/j.jadohealth.2023.04.023] [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: 12/07/2022] [Revised: 03/10/2023] [Accepted: 04/14/2023] [Indexed: 06/13/2023]
Abstract
PURPOSE There is little evidence on whether smartphone technology influences transition readiness among adolescents with heart disease. Just TRAC it! is a method of using existing smartphone features (Notes, Calendar, Contacts, Camera) to manage personal health. We evaluated the impact of Just TRAC it! on self-management skills. METHODS Randomized clinical trial of 16-18 year-olds with heart disease. Participants were randomly allocated 1:1 to either usual care (education session) or intervention (education session including Just TRAC it!). The primary outcome was change in TRANSITION-Q score between baseline, 3 and 6 months. Secondary outcomes were frequency of use and perceived usefulness of Just TRAC it! Analysis was intention-to-treat. RESULTS We enrolled 68 patients (41% female, mean age 17.3 years), 68% having previous cardiac surgery and 26% had cardiac catheterization. TRANSITION-Q scores were similar at baseline and increased over time in both groups but were not significantly different between groups. Each additional point at the baseline score brought, on average, a 0.7-point increase in TRANSITION-Q score (95% CI 0.5-0.9) at each of 3 and 6 months. The Camera, Calendar and Notes apps were reported as most useful. All intervention participants would recommend Just TRAC it! to others. DISCUSSION A nurse-led transition teaching with versus without Just TRAC it! improved transition readiness, with no significant difference between groups. Higher baseline TRANSITION-Q scores were associated with greater increase in scores over time. Participants had a positive reception to Just TRAC it! and would recommend it to others. Smartphone technology may be useful in transition education.
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Affiliation(s)
- Angela Han
- Stollery Children's Hospital, Edmonton, Alberta, Canada; Department of Pediatrics, University of Alberta, Edmonton, Alberta, Canada
| | - Jody Gingrich
- Stollery Children's Hospital, Edmonton, Alberta, Canada
| | - Maryna Yaskina
- Women and Children's Health Research Institute, Edmonton, Alberta, Canada
| | - Kathryn Rankin
- Department of Pediatrics, University of Alberta, Edmonton, Alberta, Canada
| | | | - Andrew S Mackie
- Stollery Children's Hospital, Edmonton, Alberta, Canada; Department of Pediatrics, University of Alberta, Edmonton, Alberta, Canada; Women and Children's Health Research Institute, Edmonton, Alberta, Canada.
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González-Colom R, Herranz C, Vela E, Monterde D, Contel JC, Sisó-Almirall A, Piera-Jiménez J, Roca J, Cano I. Prevention of Unplanned Hospital Admissions in Multimorbid Patients Using Computational Modeling: Observational Retrospective Cohort Study. J Med Internet Res 2023; 25:e40846. [PMID: 36795471 PMCID: PMC9982720 DOI: 10.2196/40846] [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: 07/07/2022] [Revised: 12/02/2022] [Accepted: 01/10/2023] [Indexed: 01/12/2023] Open
Abstract
BACKGROUND Enhanced management of multimorbidity constitutes a major clinical challenge. Multimorbidity shows well-established causal relationships with the high use of health care resources and, specifically, with unplanned hospital admissions. Enhanced patient stratification is vital for achieving effectiveness through personalized postdischarge service selection. OBJECTIVE The study has a 2-fold aim: (1) generation and assessment of predictive models of mortality and readmission at 90 days after discharge; and (2) characterization of patients' profiles for personalized service selection purposes. METHODS Gradient boosting techniques were used to generate predictive models based on multisource data (registries, clinical/functional and social support) from 761 nonsurgical patients admitted in a tertiary hospital over 12 months (October 2017 to November 2018). K-means clustering was used to characterize patient profiles. RESULTS Performance (area under the receiver operating characteristic curve, sensitivity, and specificity) of the predictive models was 0.82, 0.78, and 0.70 and 0.72, 0.70, and 0.63 for mortality and readmissions, respectively. A total of 4 patients' profiles were identified. In brief, the reference patients (cluster 1; 281/761, 36.9%), 53.7% (151/281) men and mean age of 71 (SD 16) years, showed 3.6% (10/281) mortality and 15.7% (44/281) readmissions at 90 days following discharge. The unhealthy lifestyle habit profile (cluster 2; 179/761, 23.5%) predominantly comprised males (137/179, 76.5%) with similar age, mean 70 (SD 13) years, but showed slightly higher mortality (10/179, 5.6%) and markedly higher readmission rate (49/179, 27.4%). Patients in the frailty profile (cluster 3; 152/761, 19.9%) were older (mean 81 years, SD 13 years) and predominantly female (63/152, 41.4%, males). They showed medical complexity with a high level of social vulnerability and the highest mortality rate (23/152, 15.1%), but with a similar hospitalization rate (39/152, 25.7%) compared with cluster 2. Finally, the medical complexity profile (cluster 4; 149/761, 19.6%), mean age 83 (SD 9) years, 55.7% (83/149) males, showed the highest clinical complexity resulting in 12.8% (19/149) mortality and the highest readmission rate (56/149, 37.6%). CONCLUSIONS The results indicated the potential to predict mortality and morbidity-related adverse events leading to unplanned hospital readmissions. The resulting patient profiles fostered recommendations for personalized service selection with the capacity for value generation.
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Affiliation(s)
- Rubèn González-Colom
- Hospital Clínic de Barcelona, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Universitat de Barcelona, Barcelona, Spain
| | - Carmen Herranz
- Consorci d'Atenció Primària de Salut Barcelona Esquerra (CAPSBE), Primary Healthcare Transversal Research Group, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain
| | - Emili Vela
- Catalan Health Service, Barcelona, Spain
- Digitalization for the Sustainability of the Healthcare System DS3-IDIBELL, L'Hospitalet de Llobregat, Spain
| | - David Monterde
- Digitalization for the Sustainability of the Healthcare System DS3-IDIBELL, L'Hospitalet de Llobregat, Spain
- Catalan Institute of Health, Barcelona, Spain
| | | | - Antoni Sisó-Almirall
- Consorci d'Atenció Primària de Salut Barcelona Esquerra (CAPSBE), Primary Healthcare Transversal Research Group, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain
| | - Jordi Piera-Jiménez
- Catalan Health Service, Barcelona, Spain
- Digitalization for the Sustainability of the Healthcare System DS3-IDIBELL, L'Hospitalet de Llobregat, Spain
- Faculty of Informatics, Multimedia and Telecommunications, Universitat Oberta de Catalunya, Barcelona, Spain
| | - Josep Roca
- Hospital Clínic de Barcelona, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Universitat de Barcelona, Barcelona, Spain
| | - Isaac Cano
- Hospital Clínic de Barcelona, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Universitat de Barcelona, Barcelona, Spain
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Higashimoto T, Whitehead MT, MacLeod E, Starin D, Regier DS. Maple syrup urine disease decompensation misdiagnosed as a psychotic event. Mol Genet Metab Rep 2022; 32:100886. [PMID: 35756860 PMCID: PMC9218201 DOI: 10.1016/j.ymgmr.2022.100886] [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: 04/19/2022] [Revised: 06/05/2022] [Accepted: 06/06/2022] [Indexed: 12/03/2022] Open
Abstract
Maple syrup urine disease (MSUD) is an autosomal recessive metabolic disease resulting in impaired or absent breakdown of branched-chain amino acids (BCAA) valine, isoleucine, and leucine. Classic MSUD often presents in post-natal periods, at times before newborn screening results, and is treated with a protein restricted diet supplemented with medical food and close follow up to prevent toxic buildup of blood leucine. Acute episodes of decompensation are prevented by early recognition and treatment. Acute episodes of metabolic decompensation in patients with MSUD are medical emergencies that require immediate treatments as cerebral edema may lead to brain-stem compression resulting in death. As the early outcomes improve for MSUD patients, the long-term sequelae of chronic hyperleucemia are being elucidated and include cognitive impairment, mental health disorders, and movement disorders. In this report we present an adult patient with MSUD with attention deficit, hyperactivity type (ADHD) and depression due to prolonged exposure to elevated leucine managed with community support services who presented to the emergency department with new onset of acute hallucinations. He was held in the emergency department awaiting involuntary commitment to a psychiatric facility and underwent psychiatric treatments for suspected new onset hallucinations without improvement. Upon notification of metabolic specialists and initiation of appropriate therapy of MSUD, his leucine level normalized rapidly with resolution of his acute psychosis. This case describes the acute presentation of psychosis in the setting of long-term toxicity of leucine. This case also highlights the importance of transition of care, education and planning in patients with inborn errors of metabolism.
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Affiliation(s)
- Tomoyasu Higashimoto
- National Human Genome Research Institute, National Institutes of Health, Bethesda, MD, United States of America
| | - Matthew T. Whitehead
- Division of Radiology, Children's National Hospital, Washington, DC, United States of America
- Division of Neuroradiology, Children's Hospital of Philadelphia, Philadelphia, PA, United States of America
- Department of Radiology Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States of America
| | - Erin MacLeod
- Children's National Rare Disease Institute, Washington, DC, United States of America
| | - Danielle Starin
- Children's National Rare Disease Institute, Washington, DC, United States of America
| | - Debra S. Regier
- Children's National Rare Disease Institute, Washington, DC, United States of America
- Corresponding author.
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John AS, Jackson JL, Moons P, Uzark K, Mackie AS, Timmins S, Lopez KN, Kovacs AH, Gurvitz M. Advances in Managing Transition to Adulthood for Adolescents With Congenital Heart Disease: A Practical Approach to Transition Program Design: A Scientific Statement From the American Heart Association. J Am Heart Assoc 2022; 11:e025278. [PMID: 35297271 PMCID: PMC9075425 DOI: 10.1161/jaha.122.025278] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
It is now expected that most individuals with congenital heart disease will survive to adulthood, including those with complex heart conditions. Maintaining lifelong medical care requires those with congenital heart disease to eventually transfer from pediatric to adult-oriented health care systems. Developing health care transition skills and gaining independence in managing one's own health care is imperative to this process and to ongoing medical and psychosocial success. This scientific statement reviews the recent evidence regarding transition and provides resources, components, and suggestions for development of congenital heart disease transition programs with the goals of improving patient knowledge, self-management, and self-efficacy skills to the level they are capable to eventually integrate smoothly into adult-oriented health care. Specifically, the scientific statement updates 3 sections relevant to transition programming. First, there is a review of specific factors to consider, including social determinants of health, psychosocial well-being, and neurocognitive status. The second section reviews costs of inadequate transition including the public health burden and the impairment in individual quality of life. Finally, the last section discusses considerations and suggestions for transition program design including communication platforms, a family-centered approach, and individual models. Although this scientific statement reviews recent literature surrounding transitions of care for individuals with congenital heart disease there remain significant knowledge gaps. As a field, we have yet to determine ideal timing and methods of transition, and barriers to transition and transfer remain, particularly for the underserved populations. The consequences of poor health care transition are great and garnering outcomes and information through organized, multifaceted, collaborative approaches to transition is critical to improving the lifelong care of individuals with congenital heart disease.
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Differences in perceptions of transition readiness between parents and teens with congenital heart disease: do parents and teens agree? Cardiol Young 2021; 31:957-964. [PMID: 33423711 DOI: 10.1017/s1047951120004813] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/30/2023]
Abstract
BACKGROUND Amongst patients with CHD, the time of transition to adulthood is associated with lapses in care leading to significant morbidity. The purpose of this study was to identify differences in perceptions between parents and teens in regard to transition readiness. METHODS Responses were collected from 175 teen-parent pairs via the validated CHD Transition Readiness survey and an information request checklist. The survey was distributed via an electronic tablet at a routine clinic visit. RESULTS Parents reported a perceived knowledge gap of 29.2% (the percentage of survey items in which a parent believes their teen does not know), compared to teens self-reporting an average of 25.9% of survey items in which they feel deficient (p = 0.01). Agreement was lowest for long-term medical needs, physical activities allowed, insurance, and education. In regard to self-management behaviours, agreement between parent and teen was slight to moderate (weighted κ statistic = 0.18 to 0.51). For self-efficacy, agreement ranged from slight to fair (weighted κ = 0.16 to 0.28). Teens were more likely to request information than their parents (79% versus 65% requesting at least one item) particularly in regard to pregnancy/contraception and insurance. CONCLUSION Parents and teens differ in several key perceptions regarding knowledge, behaviours, and feelings related to the management of heart disease. Specifically, parents perceive a higher knowledge deficit, teens perceive higher self-efficacy, and parents and teens agree that self-management is low.
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Salciccioli KB, Salemi JL, Broda CR, Lopez KN. Disparities in insurance coverage among hospitalized adult congenital heart disease patients before and after the Affordable Care Act. Birth Defects Res 2021; 113:644-659. [PMID: 33590705 DOI: 10.1002/bdr2.1878] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2020] [Revised: 12/27/2020] [Accepted: 01/08/2021] [Indexed: 01/31/2023]
Abstract
BACKGROUND Data are lacking regarding the insurance status of adults with congenital heart disease (ACHD). We investigated whether the Affordable Care Act (ACA) impacted insurance status among hospitalized ACHD, identified associated sociodemographic factors, and compared coverage to adults with other chronic childhood conditions. METHODS Serial cross-sectional analysis of National Inpatient Sample hospitalizations from 2007 to 2016 was performed for patients 18-64 years old. ACHD were identified using ICD-9/10-CM codes and compared to patients with sickle cell disease (SCD), cystic fibrosis (CF), and the general population. Age was dichotomized as 18-25 years (transition aged) or 26-64 years. Groups were compared by era (pre-ACA [January 2007-June 2010]; early-ACA [July 2010-December 2013], which eliminated pre-existing condition exclusions; and full-ACA [January 2014-December 2016]) using interrupted time series and multivariable Poisson regression analyses. RESULTS Overall, uninsured hospitalizations decreased from pre-ACA (12.0%) to full-ACA (8.5%). After full ACA implementation, ACHD had lower uninsured rates than the general hospitalized population (6.0 vs. 8.6%, p < .01), but higher rates than those with other chronic childhood diseases (SCD [4.5%]; CF [1.6%]). Across ACA eras, transition aged ACHD had higher uninsured rates than older patients (8.9 vs. 7.6%, p < .01), and Hispanic patients remained less insured than other groups. CONCLUSIONS Hospitalized ACHD were better insured than the general population but less insured than those with SCD or CF. Full ACA implementation was associated with improved insurance coverage for all groups, but disparities persisted for transition aged and Hispanic patients. Ongoing evaluation of the effects of insurance and health policy on ACHD remains critical to diminish health disparities.
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Affiliation(s)
- Katherine B Salciccioli
- Division of Cardiovascular Medicine, Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan, USA.,Division of Pediatric Cardiology, Department of Pediatrics, Baylor College of Medicine, Houston, Texas, USA
| | - Jason L Salemi
- College of Public Health, University of South Florida, Tampa, Florida, USA.,Department of Obstetrics and Gynecology, Morsani College of Medicine, University of South Florida, Tampa, Florida, USA
| | - Christopher R Broda
- Division of Pediatric Cardiology, Department of Pediatrics, Baylor College of Medicine, Houston, Texas, USA
| | - Keila N Lopez
- Division of Pediatric Cardiology, Department of Pediatrics, Baylor College of Medicine, Houston, Texas, USA
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Ntiloudi D, Gatzoulis MA, Arvanitaki A, Karvounis H, Giannakoulas G. Adult congenital heart disease: Looking back, moving forward. INTERNATIONAL JOURNAL OF CARDIOLOGY CONGENITAL HEART DISEASE 2021. [DOI: 10.1016/j.ijcchd.2020.100076] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
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10
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Calvo M, González R, Seijas N, Vela E, Hernández C, Batiste G, Miralles F, Roca J, Cano I, Jané R. Health Outcomes from Home Hospitalization: Multisource Predictive Modeling. J Med Internet Res 2020; 22:e21367. [PMID: 33026357 PMCID: PMC7578817 DOI: 10.2196/21367] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2020] [Revised: 08/20/2020] [Accepted: 09/08/2020] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Home hospitalization is widely accepted as a cost-effective alternative to conventional hospitalization for selected patients. A recent analysis of the home hospitalization and early discharge (HH/ED) program at Hospital Clínic de Barcelona over a 10-year period demonstrated high levels of acceptance by patients and professionals, as well as health value-based generation at the provider and health-system levels. However, health risk assessment was identified as an unmet need with the potential to enhance clinical decision making. OBJECTIVE The objective of this study is to generate and assess predictive models of mortality and in-hospital admission at entry and at HH/ED discharge. METHODS Predictive modeling of mortality and in-hospital admission was done in 2 different scenarios: at entry into the HH/ED program and at discharge, from January 2009 to December 2015. Multisource predictive variables, including standard clinical data, patients' functional features, and population health risk assessment, were considered. RESULTS We studied 1925 HH/ED patients by applying a random forest classifier, as it showed the best performance. Average results of the area under the receiver operating characteristic curve (AUROC; sensitivity/specificity) for the prediction of mortality were 0.88 (0.81/0.76) and 0.89 (0.81/0.81) at entry and at home hospitalization discharge, respectively; the AUROC (sensitivity/specificity) values for in-hospital admission were 0.71 (0.67/0.64) and 0.70 (0.71/0.61) at entry and at home hospitalization discharge, respectively. CONCLUSIONS The results showed potential for feeding clinical decision support systems aimed at supporting health professionals for inclusion of candidates into the HH/ED program, and have the capacity to guide transitions toward community-based care at HH discharge.
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Affiliation(s)
- Mireia Calvo
- Institute for Bioengineering of Catalonia (IBEC), Barcelona Institute of Science and Technology (BIST), Universitat Politècnica de Catalunya (UPC), CIBER-BBN, Barcelona, Spain
| | - Rubèn González
- Hospital Clínic de Barcelona, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Universitat de Barcelona (UB), Barcelona, Spain
| | - Núria Seijas
- Hospital Clínic de Barcelona, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Universitat de Barcelona (UB), Barcelona, Spain
| | - Emili Vela
- Àrea de sistemes d'informació, Servei Català de la Salut, Barcelona, Spain
| | - Carme Hernández
- Hospital Clínic de Barcelona, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Universitat de Barcelona (UB), Barcelona, Spain
| | - Guillem Batiste
- Hospital Clínic de Barcelona, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Universitat de Barcelona (UB), Barcelona, Spain
| | - Felip Miralles
- Eurecat, Technology Center of Catalonia, Barcelona, Spain
| | - Josep Roca
- Hospital Clínic de Barcelona, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Universitat de Barcelona (UB), Barcelona, Spain
| | - Isaac Cano
- Hospital Clínic de Barcelona, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Universitat de Barcelona (UB), Barcelona, Spain
| | - Raimon Jané
- Institute for Bioengineering of Catalonia (IBEC), Barcelona Institute of Science and Technology (BIST), Universitat Politècnica de Catalunya (UPC), CIBER-BBN, Barcelona, Spain
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11
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Constantine A, Barradas-Pires A, Dimopoulos K. Modifiable risk factors in congenital heart disease: Education, transition, digital health and choice architecture. Eur J Prev Cardiol 2020; 27:1074-1076. [PMID: 31480874 DOI: 10.1177/2047487319874146] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Affiliation(s)
- Andrew Constantine
- The Adult Congenital Heart Centre and National Centre for Pulmonary Hypertension, Royal Brompton Hospital, London, UK.,The National Heart and Lung Institute, Imperial College London, UK
| | - Ana Barradas-Pires
- The Adult Congenital Heart Centre and National Centre for Pulmonary Hypertension, Royal Brompton Hospital, London, UK.,The National Heart and Lung Institute, Imperial College London, UK
| | - Konstantinos Dimopoulos
- The Adult Congenital Heart Centre and National Centre for Pulmonary Hypertension, Royal Brompton Hospital, London, UK.,The National Heart and Lung Institute, Imperial College London, UK
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12
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Reekie J. Flying the nest: are we doing enough to achieve successful transition in young people with congenital heart disease? BRITISH HEART JOURNAL 2020; 106:87-88. [DOI: 10.1136/heartjnl-2019-315727] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
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Campagna BR, Weatherley K, Shemesh E, Annunziato RA. Adherence to Medication During Transition to Adult Services. Paediatr Drugs 2020; 22:501-509. [PMID: 32889685 PMCID: PMC7474320 DOI: 10.1007/s40272-020-00414-2] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
The transition from childhood and adolescence to adulthood is often tumultuous. For individuals with a chronic medical condition, this progression also includes a gradual transition to independence in healthcare management as well as a transfer in care location at some set point. As adolescents navigate these sometimes challenging processes, there is a significant risk for a decline in adequate health behaviors, which can have dire consequences. One of the most vital components of the transfer to adult care is medication adherence. Poor medication adherence puts patients at risk for worse outcomes, with the most profound being increased mortality for many conditions. In recent years, acknowledgment of the need to create evidence-based methods to aid patients during the transition period has been growing. This paper seeks to provide an overview of current research and recommendations for interventions to increase adherence to medication regimens during this period.
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Affiliation(s)
- Bianca R. Campagna
- grid.256023.0000000008755302XDepartment of Psychology, Fordham University, 441 E. Fordham Road, Bronx, NY 10458 USA ,grid.59734.3c0000 0001 0670 2351Department of Pediatrics, Icahn School of Medicine at Mount Sinai, Kravis Children’s Hospital, New York, NY USA
| | - Kristen Weatherley
- grid.59734.3c0000 0001 0670 2351Department of Pediatrics, Icahn School of Medicine at Mount Sinai, Kravis Children’s Hospital, New York, NY USA
| | - Eyal Shemesh
- grid.59734.3c0000 0001 0670 2351Department of Pediatrics, Icahn School of Medicine at Mount Sinai, Kravis Children’s Hospital, New York, NY USA
| | - Rachel A. Annunziato
- grid.256023.0000000008755302XDepartment of Psychology, Fordham University, 441 E. Fordham Road, Bronx, NY 10458 USA ,grid.59734.3c0000 0001 0670 2351Department of Pediatrics, Icahn School of Medicine at Mount Sinai, Kravis Children’s Hospital, New York, NY USA
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Low JK, Manias E. Use of Technology-Based Tools to Support Adolescents and Young Adults With Chronic Disease: Systematic Review and Meta-Analysis. JMIR Mhealth Uhealth 2019; 7:e12042. [PMID: 31322129 PMCID: PMC6670279 DOI: 10.2196/12042] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2018] [Revised: 04/30/2019] [Accepted: 06/10/2019] [Indexed: 01/15/2023] Open
Abstract
Background With the large amount of material that is readily available on the internet, there are endless opportunities for electronic health–literate patients to obtain and learn new information. Although novel, a Web- or mobile-based program can be a powerful way to engage adolescents and young adults (AYAs). The ongoing engagement of AYAs with chronic disease is vital not only to empower them but also to ensure a smooth transition from pediatric to adult health care. Objective This study aimed to evaluate the current evidence on Web- or mobile-based interventions designed for AYAs. Methods This review was registered with PROSPERO: CRD42018096487. A systematic search of MEDLINE Complete, EMBASE, and CINAHL Complete was conducted on April 10, 2019, for studies that examined the perspectives of transition-age patients about technology-based interventions, the process involved in intervention development, or the evaluation of intervention efficacy. For each study, the comprehensiveness of reporting was appraised. The Downs and Black checklist was used for intervention efficacy trials, the Standards for Reporting Qualitative Research checklist was used for qualitative work, and a 16-item tool developed by Tong et al was used for questionnaire research. Results The search uncovered 29 relevant studies, which included qualitative studies (n=14), intervention efficacy studies (n=7), questionnaire studies (n=4), mixed qualitative and questionnaire studies (n=2), and a mixed qualitative and pilot randomized controlled trial study (n=1). The reporting comprehensiveness score of questionnaires was rated considerably lower (n=6, 13%-57% [2/16-8/14]) than the scores of intervention efficacy trials (n=8, 48%-85% [13/27-23/27]) and qualitative research (n=17, 40%-93% [8.5/21-19.5/21]). AYAs were receptive to obtaining information via a website or mobile app. An intervention was more likely to be perceived as useful by AYAs when there was a concerted effort to involve AYAs and subject matter experts in the process of intervention design, as opposed to relying solely on the AYAs or the experts alone. The preferred medium of intervention delivery varied greatly for AYAs, ranging from static text to audiovisual materials. However, AYAs considered being concise was the most important aspect. Across different conditions, AYAs were interested in receiving information on diverse topics, such as anxiety and stress management, dealing with insurance, and having social relationships. Patients also requested for disease-specific information, such as weather forecasts and pollen levels for patients with asthma and information related to the pretransplant period for organ transplant recipients. Meta-analyses showed no significant group differences across time on quality of life, self-efficacy, and self-management. Conclusions Owing to the lack of intervention efficacy trials, no conclusion can be drawn if an intervention delivered via a mobile app is better than that delivered via a website. However, through this systematic review, it is confirmed that AYAs were receptive to receiving medical information electronically.
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Affiliation(s)
- Jac Kee Low
- School of Nursing and Midwifery, Centre for Quality and Patient Safety Research, Deakin University, Burwood, Australia
| | - Elizabeth Manias
- School of Nursing and Midwifery, Centre for Quality and Patient Safety Research, Deakin University, Burwood, Australia
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