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Zhu Y, Zhao Y, Wu Y. Effectiveness of mobile health applications on clinical outcomes and health behaviors in patients with coronary heart disease: A systematic review and meta-analysis. Int J Nurs Sci 2024; 11:258-275. [PMID: 38707688 PMCID: PMC11064579 DOI: 10.1016/j.ijnss.2024.03.012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2023] [Revised: 02/18/2024] [Accepted: 03/08/2024] [Indexed: 05/07/2024] Open
Abstract
Objective Mobile health applications (apps) have gained significant popularity and widespread utilization among patients with coronary heart disease (CHD). The objective of this study is to evaluate the effects of mHealth apps on clinical outcomes and health behaviors in patients with CHD. Methods Databases were searched from inception until December 2023, including Cochrane Library, PubMed, EMBASE, Web of Science, CINAHL, China National Knowledge Infrastructure (CNKI), Chinese BioMedical Literature Service System (SinoMed), Wanfang Data, China Science and Technology Journal Database (VIP), for randomized controlled trials (RCTs) regarding the effectiveness of mHealth apps in patients with CHD. Two researchers conducted a comprehensive review of the literature, extracting relevant data and evaluating each study's methodological quality separately. The meta-analysis was performed utilizing Review Manager v5.4 software. Results A total of 34 RCTs were included, with 5,319 participants. The findings demonstrated that using mHealth apps could decrease the incidence of major adverse cardiac events (RR = 0.68, P = 0.03), readmission rate (RR = 0.56, P < 0.001), total cholesterol (WMD = -0.19, P = 0.03), total triglycerides (WMD = -0.24, P < 0.001), waist circumference (WMD = -1.92, P = 0.01), Self-Rating Anxiety Scale score (WMD = -6.70, P < 0.001), and Self-Rating Depression Scale score (WMD = -7.87, P < 0.001). They can also increase the LVEF (WMD = 6.50, P < 0.001), VO2 max (WMD = 1.89, P < 0.001), 6-min walk distance (6MWD) (WMD = 19.43, P = 0.004), Morisky Medication Adherence Scale-8 score (WMD = 0.96, P = 0.004), and medication adherence rate (RR = 1.24, P = 0.03). Nevertheless, there is no proof that mHealth apps can lower low-density lipoprote in cholesterol, blood pressure, BMI, or other indicator (P > 0.05). Conclusion Mobile health apps have the potential to lower the incidence of major adverse cardiac events (MACEs), readmission rates, and blood lipids in patients with CHD. They can also help enhance cardiac function, promote medication adherence, and alleviate symptoms of anxiety and depression. To further corroborate these results, larger-scale, multi-center RCTs with longer follow-up periods are needed.
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Affiliation(s)
- Yining Zhu
- School of Nursing, Capital Medical University, Beijing, China
| | - Yuhan Zhao
- School of Nursing, Capital Medical University, Beijing, China
| | - Ying Wu
- School of Nursing, Capital Medical University, Beijing, China
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2
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Chen W, Feng Y, Yu M, Zhang Z, Wu J, Liu W, Gu W. Effects of different rehabilitation modality on cardiopulmonary function in patients with acute coronary syndrome after revascularization. Front Cardiovasc Med 2024; 10:1120665. [PMID: 38500679 PMCID: PMC10945546 DOI: 10.3389/fcvm.2023.1120665] [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: 12/10/2022] [Accepted: 12/04/2023] [Indexed: 03/20/2024] Open
Abstract
Objective To investigate the effects of different rehabilitation modalities on cardiopulmonary function in patients with acute coronary syndrome after revascularization. Methods Two randomized controlled trials were conducted. All patients were stable for more than 48 h and less than 1 week after revascularization for acute coronary syndrome and were randomly assigned to Group A (home-based rehabilitation group) or Group B (center guided home-based rehabilitation group). The cardiopulmonary exercise test was mainly performed before and 3 months after cardiac rehabilitation (at the end of intervention). The primary endpoints of the study were peak oxygen uptake (VO2peak), and the secondary endpoints were maximum metabolic equivalents (METs), anaerobic threshold exercise load (Load AT), maximal workload (Load max), and anaerobic threshold oxygen uptake (VO2 AT). Results A total of 106 patients were included in the study, with 47 patients in Group A (with 6 losses) and 50 patients in Group B (with 3 losses). There were no significant difference between the two groups in terms of age, gender, body mass index (BMI), left ventricular ejection fraction(LVEF), low-density lipoprotein cholesterol(LDL-C),cardiovascular risk factors. In Group A, no significant differences in CPET indices were observed before and after the intervention. In Group B, values of maximum metabolic equivalents (METs), peak heart rate (PHR), anaerobic threshold exercise load (Load AT), maximal workload (Load max), maximum ventilation per minute (VE max), peak oxygen uptake (VO2peak), anaerobic threshold oxygen uptake (VO2 AT) and maximum oxygen pulse (VO2/HRmax) were higher than those before the intervention (P < 0.05). In addition, METs (max), Load AT, Load max, VO2 AT, and VO2peak in Group B were higher than those in group A (P < 0.05). The change rates of VO2peak, METs(max), PHR, Load max, VO2 AT, VE max, VO2/HR(max) in the two groups were significantly different before and after intervention (P < 0.05). Conclusion Cardiac exercise rehabilitation is helpful for improving patients' cardiopulmonary endurance and quality of life. Moreover, rehabilitation modalities with regular hospital guidance can improve cardiopulmonary function in a shorter period,which seems to be more effective than a complete home-based rehabilitation model. Clinical Trial Registration http://www.chictr.org.cn, identifier (ChiCTR2400081034).
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Affiliation(s)
- Wanping Chen
- Cardiac Rehabilitation Center, Department of Cardiology, Beijing Anzhen Hospital, Capital Medical University, School of General Practice and Continuing Education, Capital Medical University, Beijing, China
| | - Yan Feng
- Cardiac Rehabilitation Center, Department of Cardiology, Beijing Anzhen Hospital, Capital Medical University, School of General Practice and Continuing Education, Capital Medical University, Beijing, China
| | - Meili Yu
- Cardiac Rehabilitation Center, Beijing Hospital of Integrated Traditional Chinese and Western Medicine, Beijing, China
| | - Zhaoguo Zhang
- Cardiac Rehabilitation Center, Beijing Hospital of Integrated Traditional Chinese and Western Medicine, Beijing, China
| | - Jiahui Wu
- Cardiac Rehabilitation Center, Department of Cardiology, Beijing Anzhen Hospital, Capital Medical University, School of General Practice and Continuing Education, Capital Medical University, Beijing, China
| | - Wenxian Liu
- Cardiac Rehabilitation Center, Department of Cardiology, Beijing Anzhen Hospital, Capital Medical University, School of General Practice and Continuing Education, Capital Medical University, Beijing, China
| | - Wei Gu
- Coronary Heart Disease Center, Department of Cardiology, Beijing Anzhen Hospital, Capital Medical University, Beijing, China
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Kenny E, Coyne R, McEvoy JW, McSharry J, Taylor RS, Byrne M. Behaviour change techniques and intervention characteristics in digital cardiac rehabilitation: a systematic review and meta-analysis of randomised controlled trials. Health Psychol Rev 2024; 18:189-228. [PMID: 36892523 DOI: 10.1080/17437199.2023.2185653] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/18/2022] [Accepted: 02/18/2023] [Indexed: 03/10/2023]
Abstract
Evidence suggests that digitally delivered cardiac rehabilitation (CR) is likely to be an effective alternative to centre-based CR. However, there is limited understanding of the behaviour change techniques (BCTs) and intervention characteristics included in digital CR programmes. This systematic review aimed to identify the BCTs and intervention characteristics that have been used in digital CR programmes, and to study those associated with effective programmes. Twenty-five randomised controlled trials were included in the review. Digital CR was associated with significant improvements in daily steps, light physical activity, medication adherence, functional capacity, and low-density lipoprotein-cholesterol when compared to usual care, and produced effects on these outcomes comparable to centre-based CR. The evidence for improved quality of life was mixed. Interventions that were effective at improving behavioural outcomes frequently employed BCTs relating to feedback and monitoring, goals and planning, natural consequences, and social support. Completeness of reporting on the TIDieR checklist across studies ranged from 42% to 92%, with intervention material descriptions being the most poorly reported item. Digital CR appears effective at improving outcomes for patients with cardiovascular disease. The integration of certain BCTs and intervention characteristics may lead to more effective interventions, however better intervention reporting is required.
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Affiliation(s)
- Eanna Kenny
- Health Behaviour Change Research Group, School of Psychology, University of Galway, Galway, Republic of Ireland
| | - Rory Coyne
- School of Psychology, University of Galway, Galway, Republic of Ireland
| | - John W McEvoy
- National Institute for Prevention and Cardiovascular Health, School of Medicine, University of Galway, Galway, Republic of Ireland
| | - Jenny McSharry
- Health Behaviour Change Research Group, School of Psychology, University of Galway, Galway, Republic of Ireland
| | - Rod S Taylor
- MRC/CSO Social and Public Health Sciences Unit & Robertson Centre for Biostatistics, Institute of Health and Well Being, University of Glasgow, Glasgow, UK
| | - Molly Byrne
- Health Behaviour Change Research Group, School of Psychology, University of Galway, Galway, Republic of Ireland
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4
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Falter M, Scherrenberg M, Martens R, Mennes J, Nys Y, Polat I, Kaihara T, Dendale P. Determinants of participation in cardiac telerehabilitation during the first surge of COVID-19. Acta Cardiol 2023; 78:823-827. [PMID: 36880518 DOI: 10.1080/00015385.2023.2182036] [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: 12/01/2021] [Revised: 01/27/2023] [Accepted: 02/10/2023] [Indexed: 03/08/2023]
Abstract
BACKGROUND Participation rates in cardiac rehabilitation (CR) are low. In multiple trials, telerehabilitation (TR) has been demonstrated to be effective. Still, real-life evidence is scarce. During the first surge of the COVID-19 pandemic our centre deployed a TR programme. This study aimed to characterise the patient population that had, for the first time, the opportunity to participate in cardiac TR and to analyse if there were determining factors for participation or non-participation in TR. METHODS All patients enrolled in CR in our centre during the first wave of the COVID-19 pandemic were included in this retrospective cohort study. Data was collected from the hospital electronic records. RESULTS 369 patients were contacted in the setting of TR. 69 patients could not be reached and were excluded from further analysis. 208 (69%) patients that were contacted agreed to participate in cardiac TR. No significant differences in baseline characteristics were seen between TR participants and TR non-participants. A full model logistic regression did not reveal any significant determinants on participation rate in TR. CONCLUSION This study demonstrates that the rate of participation in TR was high (69%). Of the analysed characteristics, none was directly correlated with the willingness to participate in TR. Further research is needed to further assess determinants, barriers and facilitators of TR. Also, research is needed on better delineating digital health literacy and on how to reach also those patients that are less motivated and or less digitally literate.
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Affiliation(s)
- Maarten Falter
- Heart Centre Hasselt, Jessa Hospital, Hasselt, Belgium
- Faculty of Medicine and Life Sciences, Hasselt University, Hasselt, Belgium
- Faculty of Medicine, Department of Cardiology, KULeuven, Leuven, Belgium
| | - Martijn Scherrenberg
- Heart Centre Hasselt, Jessa Hospital, Hasselt, Belgium
- Faculty of Medicine and Life Sciences, Hasselt University, Hasselt, Belgium
- Faculty of Medicine and Health Sciences, Antwerp University, Antwerp, Belgium
| | - Roy Martens
- Faculty of Medicine and Life Sciences, Hasselt University, Hasselt, Belgium
| | - Jonas Mennes
- Faculty of Medicine and Life Sciences, Hasselt University, Hasselt, Belgium
| | - Yorni Nys
- Faculty of Medicine and Life Sciences, Hasselt University, Hasselt, Belgium
| | - Ihsan Polat
- Faculty of Medicine and Life Sciences, Hasselt University, Hasselt, Belgium
| | - Toshiki Kaihara
- Heart Centre Hasselt, Jessa Hospital, Hasselt, Belgium
- Faculty of Medicine and Life Sciences, Hasselt University, Hasselt, Belgium
- Division of Cardiology, Department of Internal Medicine, St. Marianna University School of Medicine, Kawasaki, Japan
| | - Paul Dendale
- Heart Centre Hasselt, Jessa Hospital, Hasselt, Belgium
- Faculty of Medicine and Life Sciences, Hasselt University, Hasselt, Belgium
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5
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Jones AK, Yan CL, Rivera Rodriquez BP, Kaur S, Andrade-Bucknor S. Role of wearable devices in cardiac telerehabilitation: A scoping review. PLoS One 2023; 18:e0285801. [PMID: 37256878 PMCID: PMC10231816 DOI: 10.1371/journal.pone.0285801] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2023] [Accepted: 04/30/2023] [Indexed: 06/02/2023] Open
Abstract
BACKGROUND Cardiac rehabilitation (CR) is an evidence-based comprehensive program that includes exercise training, health education, physical activity promotion, and extensive counseling for the management of cardiovascular risk factors. Wearable devices monitor certain physiological functions, providing biometric data such as heart rate, movement, sleep, ECG analysis, blood pressure, energy expenditure, and numerous other parameters. Recent evidence supports wearable devices as a likely relevant component in cardiovascular risk assessment and disease prevention. The purpose of this scoping review is to better understand the role of wearable devices in home-based CR (HBCR) and to characterize the evidence regarding the incorporation of wearable devices in HBCR programs and cardiovascular outcomes. METHODS & FINDINGS We created a search strategy for multiple databases, including PubMed, Embase (Elsevier), CINAHL (Ebsco), Cochrane CENTRAL (Wiley), and Scopus (Elsevier). Studies were included if the patients were eligible for CR per Medicare guidelines and >18 years of age and if some type of wearable device was utilized during HBCR. Our search yielded 57 studies meeting all criteria. The studies were classified into 4 groups: patients with coronary heart disease (CHD) without heart failure (HF); patients with HF; patients with heart valve repair or replacement; and patients with exposure to center-based CR. In three groups, there was an upward trend toward improvement in quality of life (QOL) and peak VO2, less sedentary time, and an increase in daily step count in the intervention groups compared to control groups. CONCLUSIONS HBCR using wearable devices can be a comparable alternative or adjunct to center-based CR for patients with CHD and HF. More studies are needed to draw conclusions about the comparability of HBCR to center-based CR in patients with heart valve repair or replacement.
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Affiliation(s)
- Alexis K. Jones
- University of Miami Miller School of Medicine, Miami, FL, United States of America
| | - Crystal Lihong Yan
- Department of Medicine, University of Miami/Jackson Memorial Hospital, Miami, FL, United States of America
| | | | - Sukhpreet Kaur
- Department of Medicine, University of Miami/Jackson Memorial Hospital, Miami, FL, United States of America
| | - Sharon Andrade-Bucknor
- Department of Medicine, Division of Cardiovascular Disease, University of Miami/Jackson Memorial Hospital, Miami, FL, United States of America
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6
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Abstract
Wearable devices, such as smartwatches and activity trackers, are commonly used by patients in their everyday lives to manage their health and well-being. These devices collect and analyze long-term continuous data on measures of behavioral or physiologic function, which may provide clinicians with a more comprehensive view of a patients' health compared with the traditional sporadic measures captured by office visits and hospitalizations. Wearable devices have a wide range of potential clinical applications ranging from arrhythmia screening of high-risk individuals to remote management of chronic conditions such as heart failure or peripheral artery disease. As the use of wearable devices continues to grow, we must adopt a multifaceted approach with collaboration among all key stakeholders to effectively and safely integrate these technologies into routine clinical practice. In this Review, we summarize the features of wearable devices and associated machine learning techniques. We describe key research studies that illustrate the role of wearable devices in the screening and management of cardiovascular conditions and identify directions for future research. Last, we highlight the challenges that are currently hindering the widespread use of wearable devices in cardiovascular medicine and provide short- and long-term solutions to promote increased use of wearable devices in clinical care.
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Affiliation(s)
- Andrew Hughes
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN
| | | | - Hiral Master
- Vanderbilt Institute of Clinical and Translational Research, Vanderbilt University Medical Center, Nashville, TN
| | - Jessilyn Dunn
- Department of Biomedical Engineering, Duke University, Durham, NC
- Department of Biostatistics & Bioinformatics, Duke University, Durham, NC
| | - Evan Brittain
- Division of Cardiovascular Medicine, Vanderbilt University Medical Center, Nashville, TN
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7
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Zhong W, Fu C, Xu L, Sun X, Wang S, He C, Wei Q. Effects of home-based cardiac telerehabilitation programs in patients undergoing percutaneous coronary intervention: a systematic review and meta-analysis. BMC Cardiovasc Disord 2023; 23:101. [PMID: 36814188 PMCID: PMC9945630 DOI: 10.1186/s12872-023-03120-2] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2022] [Accepted: 02/13/2023] [Indexed: 02/24/2023] Open
Abstract
BACKGROUND Recent advances in telecommunications technology have raised the possibility of telehealth intervention delivering cardiac telerehabilitation, which may provide the efficacy of health services in patients after percutaneous coronary intervention (PCI). This study aimed to investigate the effects of home-based cardiac telerehabilitation (HBCTR) in patients undergoing PCI. METHODS We performed a comprehensive search of the following electronic databases: PubMed, Cochrane Central, Web of Science, Embase, CNKI, and WANFANG. For the prespecified outcomes, the primary outcomes were results of physical function (the six-minute walking test, 6MWT) and quality of life (QoL) of the participants. The secondary outcomes were results of (1) blood pressure; (2) full lipid profile (3) reliable assessment of anxiety and depression in patients. RESULTS All studies were conducted between 2013 and 2022, and a total of 5 articles could be included in the quantitative meta-analysis. The results showed that there was a statistically significant difference between the HBCTR intervention group and the control group in 6WMT (MD 16.59, 95%CI 7.13 to 26.06, P = 0.0006), but there was no difference in QoL (SMD - 0.25, 95%CI - 1.63 to 1.13, P = 0.73). According to the fixed effects model, there was a statistically significant difference between the HBCTR group versus the control group (MD - 2.88, 95%CI - 5.19 to - 0.57, P = 0.01), but not in diastolic blood pressure. Likewise, significant improvements of triglycerides and in low-density lipoprotein cholesterol were observed in HBTCR groups, but no significant differences were observed regarding total cholesterol and high-density lipoprotein cholesterol. CONCLUSION This systematic review and meta-analysis have proven that the HBCTR is one of the promisingly effective cardiac rehabilitation strategies that improve cardiorespiratory fitness and reduce cardiovascular disease risk factors. With the continuous improvement of the telerehabilitation network, it is expected to serve in clinical.
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Affiliation(s)
- Wen Zhong
- Department of Rehabilitation Medicine Center and Institute of Rehabilitation Medicine, West China Hospital, Sichuan University, Chengdu, Sichuan, People's Republic of China.,Key Laboratory of Rehabilitation Medicine in Sichuan Province, Chengdu, Sichuan, People's Republic of China
| | - Chenying Fu
- State Key Laboratory of Biotherapy and National Clinical Research Center for Geriatrics, West China Hospital, Sichuan University, Chengdu, Sichuan, People's Republic of China.,Aging and Geriatric Mechanism Laboratory, West China Hospital, Sichuan University, Chengdu, Sichuan, People's Republic of China
| | - Lin Xu
- Department of Rehabilitation Medicine Center and Institute of Rehabilitation Medicine, West China Hospital, Sichuan University, Chengdu, Sichuan, People's Republic of China.,Key Laboratory of Rehabilitation Medicine in Sichuan Province, Chengdu, Sichuan, People's Republic of China
| | - Xin Sun
- Department of Rehabilitation Medicine Center and Institute of Rehabilitation Medicine, West China Hospital, Sichuan University, Chengdu, Sichuan, People's Republic of China.,Key Laboratory of Rehabilitation Medicine in Sichuan Province, Chengdu, Sichuan, People's Republic of China
| | - Shiqi Wang
- Department of Rehabilitation Medicine Center and Institute of Rehabilitation Medicine, West China Hospital, Sichuan University, Chengdu, Sichuan, People's Republic of China.,Key Laboratory of Rehabilitation Medicine in Sichuan Province, Chengdu, Sichuan, People's Republic of China
| | - Chengqi He
- Department of Rehabilitation Medicine Center and Institute of Rehabilitation Medicine, West China Hospital, Sichuan University, Chengdu, Sichuan, People's Republic of China.,Key Laboratory of Rehabilitation Medicine in Sichuan Province, Chengdu, Sichuan, People's Republic of China
| | - Quan Wei
- Department of Rehabilitation Medicine Center and Institute of Rehabilitation Medicine, West China Hospital, Sichuan University, Chengdu, Sichuan, People's Republic of China. .,Key Laboratory of Rehabilitation Medicine in Sichuan Province, Chengdu, Sichuan, People's Republic of China.
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8
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Falter M, Scherrenberg M, Kindermans H, Kizilkilic S, Kaihara T, Dendale P. Willingness to participate in cardiac telerehabilitation: results from semi-structured interviews. EUROPEAN HEART JOURNAL. DIGITAL HEALTH 2022; 3:67-76. [PMID: 36713992 PMCID: PMC9707914 DOI: 10.1093/ehjdh/ztab091] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/22/2021] [Revised: 10/12/2021] [Accepted: 10/18/2021] [Indexed: 02/01/2023]
Abstract
Aims Cardiac rehabilitation (CR) is indicated in patients with cardiovascular disease but participation rates remain low. Telerehabilitation (TR) is often proposed as a solution. While many trials have investigated TR, few have studied participation rates in conventional CR non-participants. The aim of this study was to identify the percentage of patients that would be willing to participate in a TR programme to identify the main perceived barriers and facilitators for participating in TR. Methods and results Two groups of patients were recruited: CR non-participants and CR participants. Semi-structured interviews were conducted. Thirty non-participants and 30 participants were interviewed. Of CR non-participants, 33% would participate in TR and 10% would participate in a blended CR programme (combination of centre-based CR and TR). Of CR participants, 60% would participate in TR and 70% would be interested in a blended CR programme. Of those that would participate in TR, 44% would prefer centre-based CR, 33% would prefer a blended CR programme, and 11% would prefer a full TR programme. In both groups, the main facilitating aspect about TR was not needing transport and the main barrier was digital literacy. Conclusion For CR non-participants, TR will only partly solve the problem of low participation rates and blended programmes might not offer a solution. Cardiac rehabilitation participants are more prepared to participate in TR and blended CR. Digital literacy was in both groups mentioned as an important barrier, emphasizing the challenges for healthcare and local governments to keep educating all types of patients in digital literacy.
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Affiliation(s)
- Maarten Falter
- Heart Centre Hasselt, Jessa Hospital, Stadsomvaart 11, 3500 Hasselt, Belgium
- Department of Cardiovascular research, Faculty of Medicine and Life Sciences, Hasselt University, Agoralaan gebouw D, Diepenbeek, BE3590 Hasselt, Belgium
- Department of Cardiology, Faculty of Medicine, KULeuven, Herestraat 49, 3000 Leuven, Belgium
| | - Martijn Scherrenberg
- Heart Centre Hasselt, Jessa Hospital, Stadsomvaart 11, 3500 Hasselt, Belgium
- Department of Cardiovascular research, Faculty of Medicine and Life Sciences, Hasselt University, Agoralaan gebouw D, Diepenbeek, BE3590 Hasselt, Belgium
- Department of Cardiovascular research, Faculty of Medicine and Health Sciences, Antwerp University, Universiteitsplein 1, 2610 Antwerp, Belgium
| | - Hanne Kindermans
- Department of Cardiovascular research, Faculty of Medicine and Life Sciences, Hasselt University, Agoralaan gebouw D, Diepenbeek, BE3590 Hasselt, Belgium
| | - Sevda Kizilkilic
- Faculty of Medicine and Health Sciences, Ghent University, Corneel Heymanslaan 10, 9000 Gent, Belgium
| | - Toshiki Kaihara
- Heart Centre Hasselt, Jessa Hospital, Stadsomvaart 11, 3500 Hasselt, Belgium
- Department of Cardiovascular research, Faculty of Medicine and Life Sciences, Hasselt University, Agoralaan gebouw D, Diepenbeek, BE3590 Hasselt, Belgium
- Division of Cardiology, Department of Internal Medicine, St. Marianna University School of Medicine, 2 Chome-16-1 Sugao, Miyamae Ward, Kawasaki, Kanagawa 216-8511 Kawasaki, Japan
| | - Paul Dendale
- Heart Centre Hasselt, Jessa Hospital, Stadsomvaart 11, 3500 Hasselt, Belgium
- Department of Cardiovascular research, Faculty of Medicine and Life Sciences, Hasselt University, Agoralaan gebouw D, Diepenbeek, BE3590 Hasselt, Belgium
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9
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Brouwers RWM, Brini A, Kuijpers RWFH, Kraal JJ, Kemps HMC. Predictors of non-participation in a cardiac telerehabilitation programme: a prospective analysis. EUROPEAN HEART JOURNAL. DIGITAL HEALTH 2022; 3:81-89. [PMID: 36713984 PMCID: PMC9707959 DOI: 10.1093/ehjdh/ztab105] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/11/2021] [Revised: 12/01/2021] [Accepted: 12/12/2021] [Indexed: 02/01/2023]
Abstract
Aims Current cardiac telerehabilitation (CTR) interventions are insufficiently tailored to the preferences and competences of individual patients, which raises the question whether their implementation will increase overall participation and adherence to cardiac rehabilitation (CR). However, research on patient-specific factors that influence participation and adoption of CTR interventions is scarce. The aim of this study was to evaluate which patient-related characteristics influence participation in a novel CTR intervention in patients with coronary artery disease. Methods and results This prospective observational substudy of the SmartCare-CAD randomized controlled trial evaluated patient characteristics of study participants as proxy for participation in a CTR intervention. We compared demographic, geographic, and health-related characteristics between trial participants and non-participants to determine which characteristics influenced trial participation. A total of 699 patients (300 participants and 399 non-participants; 84% male, mean age 64.3 ± 10.5 years) were included. Most of the non-participants refused participation because of insufficient technical skills or lack of interest in digital health (26%), or preferred centre-based CR (21%). Variables independently associated with non-participation included: higher age, lower educational level, shorter travelling distance, smoking, positive family history for cardiovascular disease, having undergone coronary artery bypass grafting; and a higher blood pressure, worse exercise capacity, and higher risk of depression before the start of CR. Conclusion Participation in CTR is strongly influenced by demographic and health-related factors such as age, educational level, smoking status, and both physical and mental functioning. Cardiac telerehabilitation interventions should therefore be redesigned with the involvement of these currently underrepresented patient subgroups.
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Affiliation(s)
- Rutger Willem Maurice Brouwers
- Department of Cardiology, Máxima Medical Center, De Run 4600, Postbus 7777, 5500 MB Veldhoven, The Netherlands
- Vitality Center, Máxima Medical Center, Eindhoven/Veldhoven, The Netherlands
| | - Alberto Brini
- Department of Mathematics and Computer Science, Eindhoven University of Technology, Eindhoven, The Netherlands
| | - Robin Wilhelmus Franciscus Henricus Kuijpers
- Department of Cardiology, Máxima Medical Center, De Run 4600, Postbus 7777, 5500 MB Veldhoven, The Netherlands
- Vitality Center, Máxima Medical Center, Eindhoven/Veldhoven, The Netherlands
| | - Jozua Johannes Kraal
- Department of Human-Centered Design, Faculty of Industrial Design Engineering, Delft University of Technology, Delft, The Netherlands
| | - Hareld Marijn Clemens Kemps
- Department of Cardiology, Máxima Medical Center, De Run 4600, Postbus 7777, 5500 MB Veldhoven, The Netherlands
- Vitality Center, Máxima Medical Center, Eindhoven/Veldhoven, The Netherlands
- Department of Industrial Design, Eindhoven University of Technology, Eindhoven, The Netherlands
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10
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Scherrenberg M, Marinus N, Giallauria F, Falter M, Kemps H, Wilhelm M, Prescott E, Vigorito C, De Kluiver E, Cipriano G, Dendale P, Hansen D. The need for long-term personalized management of frail CVD patients by rehabilitation and telemonitoring: a framework. Trends Cardiovasc Med 2022:S1050-1738(22)00023-8. [PMID: 35121082 DOI: 10.1016/j.tcm.2022.01.015] [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] [Received: 10/08/2021] [Revised: 01/24/2022] [Accepted: 01/29/2022] [Indexed: 10/19/2022]
Abstract
Due to advances in cardiovascular medicine and preventive cardiology, patients benefit from a better prognosis, even in case of significant disease burden such as acute and chronic coronary syndromes, advanced valvular heart disease and chronic heart failure. These advances have allowed CVD patients to increase their life expectancy, but on the other hand also experience aging-related syndromes such as frailty. Despite being underrecognized, frailty is a critical, common, and co-existent condition among older CVD patients, leading to exercise intolerance and compromised adherence to cardiovascular rehabilitation. Moreover, frail patients need a different approach for CR and are at very high risk for adverse events, but yet are underrepresented in conventional CR. Fortunately, recent advances have been made in technology, allowing remote monitoring, coaching and supervision of CVD patients in secondary prevention programs with promising benefits. Similarly, we hypothesized that such programs should also be implemented to treat frailty in CVD patients. However, considering frail patients' particular needs and challenges, telerehabilitation interventions should thus be appropriately adapted. Our purpose is to provide, for the first time and based on expert opinions, a framework of how such a cardiac telerehabilitation program could be developed and implemented to manage a prevention and rehabilitation program for CVD patients with frailty.
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Affiliation(s)
- Martijn Scherrenberg
- Heart Centre Hasselt, Jessa Hospital, Hasselt, Belgium; UHasselt, Faculty of Medicine and Life Sciences, Diepenbeek, Belgium; Faculty of Medicine and Health Sciences, Antwerp University, Belgium
| | - Nastasia Marinus
- UHasselt, Faculty of Rehabilitation Sciences, BIOMED-REVAL, Hasselt, Belgium
| | | | - Maarten Falter
- Heart Centre Hasselt, Jessa Hospital, Hasselt, Belgium; UHasselt, Faculty of Medicine and Life Sciences, Diepenbeek, Belgium; Faculty of Medicine, Department of Cardiology, KULeuven, Herestraat 49, 3000, Leuven, Belgium
| | - Hareld Kemps
- Department of Cardiology, Máxima Medical Center, The Netherlands; Department of Industrial Design, Technical University Eindhoven, The Netherlands
| | - Matthias Wilhelm
- Department of Cardiology, Inselspital, Bern University Hospital, University of Bern, Switzerland
| | - Eva Prescott
- Department of Cardiology, Bispebjerg University Hospital, University of Copenhagen, Copenhagen, NW, Denmark
| | - Carlo Vigorito
- Department of Translational Medical Sciences, Federico II University of Naples
| | | | | | - Paul Dendale
- Heart Centre Hasselt, Jessa Hospital, Hasselt, Belgium; UHasselt, Faculty of Medicine and Life Sciences, Diepenbeek, Belgium
| | - Dominique Hansen
- Heart Centre Hasselt, Jessa Hospital, Hasselt, Belgium; UHasselt, Faculty of Rehabilitation Sciences, BIOMED-REVAL, Hasselt, Belgium.
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Brouwers RWM, Kemps HMC, Herkert C, Peek N, Kraal JJ. A 12-week cardiac telerehabilitation programme does not prevent relapse of physical activity levels: long term results of the FIT@Home trial. Eur J Prev Cardiol 2022; 29:e255-e257. [PMID: 35040993 DOI: 10.1093/eurjpc/zwac009] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/13/2021] [Revised: 10/11/2021] [Accepted: 01/12/2022] [Indexed: 11/14/2022]
Affiliation(s)
- Rutger W M Brouwers
- Department of Cardiology, Máxima Medical Center, Eindhoven/Veldhoven, The Netherlands.,Vitality Center, Máxima Medical Center, Eindhoven/Veldhoven, The Netherlands
| | - Hareld M C Kemps
- Department of Cardiology, Máxima Medical Center, Eindhoven/Veldhoven, The Netherlands.,Vitality Center, Máxima Medical Center, Eindhoven/Veldhoven, The Netherlands.,Department of Industrial Design, Eindhoven University of Technology, The Netherlands
| | - Cyrille Herkert
- Department of Cardiology, Máxima Medical Center, Eindhoven/Veldhoven, The Netherlands.,Vitality Center, Máxima Medical Center, Eindhoven/Veldhoven, The Netherlands
| | - Niels Peek
- Centre for Health Informatics, Division of Informatics, Imaging and Data Sciences, University of Manchester, Manchester, United Kingdom
| | - Jos J Kraal
- Department of Human-Centered Design, Faculty of Industrial Design Engineering, Delft University of Technology, the Netherlands
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12
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Brouwers RWM, van der Poort EKJ, Kemps HMC, van den Akker-van Marle ME, Kraal JJ. Cost-effectiveness of Cardiac Telerehabilitation With Relapse Prevention for the Treatment of Patients With Coronary Artery Disease in the Netherlands. JAMA Netw Open 2021; 4:e2136652. [PMID: 34854907 PMCID: PMC8640894 DOI: 10.1001/jamanetworkopen.2021.36652] [Citation(s) in RCA: 25] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/21/2021] [Accepted: 10/05/2021] [Indexed: 12/25/2022] Open
Abstract
Importance Cardiac telerehabilitation (CTR) has been found to be a safe and beneficial alternative to traditional center-based cardiac rehabilitation (CR) and might be associated with higher participation rates by reducing barriers to CR use. However, implementation of CTR interventions remains low, which may be owing to a lack of cost-effectiveness analyses of data from large-scale randomized clinical trials. Objective To assess the cost-effectiveness of CTR with relapse prevention compared with center-based CR among patients with coronary artery disease. Design, Setting, and Participants This economic evaluation performed a cost-utility analysis of data from the SmartCare-CAD (Effects of Cardiac Telerehabilitation in Patients With Coronary Artery Disease Using a Personalized Patient-Centred ICT Platform) randomized clinical trial. The cost-effectiveness and utility of 3 months of cardiac telerehabilitation followed by 9 months of relapse prevention were compared with the cost-effectiveness of traditional center-based cardiac rehabilitation. The analysis included 300 patients with stable coronary artery disease who received care at a CR center serving 2 general hospitals in the Netherlands between May 23, 2016, and July 26, 2018. All patients were entering phase 2 of outpatient CR and were followed up for 1 year (until August 14, 2019). Data were analyzed from September 21, 2020, to September 24, 2021. Intervention After baseline measurements were obtained, participants were randomly assigned on a 1:1 ratio to receive CTR (intervention group) or center-based CR (control group) using computerized block randomization. After 6 supervised center-based training sessions, patients in the intervention group continued training at home using a heart rate monitor and accelerometer. Patients uploaded heart rate and physical activity data and discussed their progress during a weekly video consultation with their physical therapist. After 3 months, weekly coaching was concluded, and on-demand coaching was initiated for relapse prevention; patients were instructed to continue using their wearable sensors and were contacted in cases of nonadherence to the intervention or reduced exercise or physical activity volumes. Main Outcomes and Measures Quality-adjusted life-years were assessed using the EuroQol 5-Dimension 5-Level survey (EQ-5D-5L) and the EuroQol Visual Analogue Scale (EQ-VAS), and cardiac-associated health care costs and non-health care costs were measured by health care consumption, productivity, and informal care questionnaires (the Medical Consumption Questionnaire, the Productivity Cost Questionnaire, and the Valuation of Informal Care Questionnaire) designed by the Institute for Medical Technology Assessment. Costs were converted to 2020 price levels (in euros) using the Dutch consumer price index (to convert to US dollars, euro values were multiplied by 1.142, which was the mean exchange rate in 2020). Results Among 300 patients (266 men [88.7%]), the mean (SD) age was 60.7 (9.5) years. The quality of life among patients receiving CTR vs center-based CR was comparable during the study according to the results of both utility measures (mean difference on EQ-5D-5L: -0.004; P = .82; mean difference on EQ-VAS: -0.001; P = .92). Intervention costs were significantly higher for CTR (mean [SE], €224 [€4] [$256 ($4)]) compared with center-based CR (mean [SE], €156 [€5] [$178 ($6)]; P < .001); however, no difference in overall cardiac health care costs was observed between CTR (mean [SE], €4787 [€503] [$5467 ($574)] and center-based CR (mean [SE], €5507 [€659] [$6289 ($753)]; P = .36). From a societal perspective, CTR was associated with lower costs compared with center-based CR (mean [SE], €20 495 [€ 2751] [$23 405 ($3142)] vs €24 381 [€3613] [$27 843 ($4126)], respectively), although this difference was not statistically significant (-€3887 [-$4439]; P = .34). Conclusions and Relevance In this economic evaluation, a CTR intervention with relapse prevention was likely to be cost-effective compared with center-based CR, suggesting that CTR maybe used as an alternative intervention for the treatment of patients with coronary artery disease. These results add to the evidence base in favor of CTR and may increase the implementation of CTR interventions in clinical practice.
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Affiliation(s)
- Rutger W. M. Brouwers
- Vitality Center, Máxima Medical Center, Eindhoven/Veldhoven, Veldhoven, the Netherlands
- Department of Cardiology, Máxima Medical Center, Eindhoven/Veldhoven, Veldhoven, the Netherlands
| | - Esmée K. J. van der Poort
- Department of Biomedical Data Sciences, Medical Decision-Making Unit, Leiden University Medical Center, Leiden, the Netherlands
| | - Hareld M. C. Kemps
- Vitality Center, Máxima Medical Center, Eindhoven/Veldhoven, Veldhoven, the Netherlands
- Department of Cardiology, Máxima Medical Center, Eindhoven/Veldhoven, Veldhoven, the Netherlands
- Department of Industrial Design, Eindhoven University of Technology, Eindhoven, the Netherlands
| | | | - Jos J. Kraal
- Department of Human-Centered Design, Faculty of Industrial Design Engineering, Delft University of Technology, Delft, the Netherlands
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