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Kim A, Choi S, Woo K. Navigating the Landscape of Telemedicine Research: A Topic Modeling Approach for the Present and Future. Telemed J E Health 2024; 30:1378-1393. [PMID: 38153985 DOI: 10.1089/tmj.2023.0523] [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] [Indexed: 12/30/2023] Open
Abstract
Introduction: Telemedicine, which is the provision of remote clinical services via telecommunication technology, has undergone an upsurge since the COVID-19 pandemic. To capture this paradigm, this study surveyed telemedicine literature, including postpandemic publications, to identify dominant research themes and temporal trends and suggest directions for future research. Methods: A corpus of 56,445 telemedicine studies is sourced from PubMed. Latent Dirichlet allocation (LDA) topic modeling performed using the Konstanz Information Miner platform. The textual data for topic modeling were processed by following standard procedures for natural language processing. Moreover, the term frequency-inverse document frequency approach was used to capture the importance of words within the corpus. We assessed perplexity, coherence, and the elbow method to determine the optimal number of topics for modeling. Results: The findings confirm the surge in telemedicine research after 2020, signifying its prominence. LDA topic modeling reveals seven distinct research themes, with the most prominent topic being "patient satisfaction" (21.38%) followed by "perspectives and challenges" (17.95%), and "smartphone apps" (14.32%). Furthermore, the results demonstrate a noticeable shift in topics from screening to therapeutic applications of telemedicine. Conclusions: This study serves as a guide for a broad range of telemedicine research topics. This synthesis of themes reflects the commitment of scholars to address the changing dynamics and health care needs, such as the COVID-19 pandemic, aging in place, smartphone usage, and technological advancement. The analysis also reveals flexible research responses to policy and contextual shifts, highlighting the collective drive to broaden the application of telemedicine in community health care.
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Affiliation(s)
- Aeri Kim
- College of Nursing, Seoul National University, Seoul, South Korea
| | - Subin Choi
- College of Nursing, Seoul National University, Seoul, South Korea
| | - Kyungmi Woo
- College of Nursing, Seoul National University, Seoul, South Korea
- Visiting Scholar, School of Nursing, Columbia University, New York, New York, USA
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Downing M, Bull C, Chavis T, Modrow M, McConnell G, Harr C, Williams J. Results of a postoperative telemedicine trial after cardiac surgery and incorporation into practice. JTCVS OPEN 2023; 16:500-506. [PMID: 38204691 PMCID: PMC10775069 DOI: 10.1016/j.xjon.2023.09.016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/02/2023] [Revised: 08/25/2023] [Accepted: 09/08/2023] [Indexed: 01/12/2024]
Abstract
Objective The study objective was to describe the implementation and results of a postoperative telemedicine program for adult cardiac surgery, including a clinical study and an organic postoperative telemedicine program aimed at reducing readmission rates and barriers to care. Methods Patients undergoing coronary artery bypass grafting consented to enrollment in our Perfect Care study funded by The Duke Endowment including advanced practice provider-led postdischarge telemedicine services with data collection. There were 2 telemedicine visits at days 3 and 10 postdischarge using a live face-to-face video platform. Patients were provided with home wearables for heart rate monitoring, blood pressure cuffs, and scales. The success of the Perfect Care study led to the formation of our organic program, the Tele Heart Care, which was adapted to include a larger patient population while remaining structurally similar. Results Fifty patients were enrolled prospectively between January and October 2021 in Perfect Care. The 30-day readmission rates for those enrolled was 4% compared with a 16% readmission rate for nonenrolled patients during this period. Furthermore, 36% of enrolled patients received medication modifications to optimize blood pressure, heart rate and rhythm, and fluid-volume status, or to treat infectious symptoms. Tele Heart Care enrolled 203 patients and was associated with a decrease in 30-day readmission rates in all cardiac surgery patients at our institution from 24% to 4% over a 6-month period. Conclusions An advanced practice provider-led postdischarge telemedicine program after cardiac surgery can reduce hospital readmission and barriers to care, and improve patient satisfaction. With involvement of multiple stakeholders, a successful program can be launched despite the present state of national health system finances with limited human capital and constrained access to monitoring equipment.
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Affiliation(s)
- Maren Downing
- WakeMed Health and Hospitals, WakeMed Clinical Research Institute, Raleigh, NC
- Campbell University School of Osteopathic Medicine, Lillington, NC
| | - Christina Bull
- WakeMed Health and Hospitals, WakeMed Clinical Research Institute, Raleigh, NC
- Department of Cardiovascular and Thoracic Surgery, WakeMed Heart and Vascular, Raleigh, NC
| | - Teena Chavis
- WakeMed Health and Hospitals, WakeMed Clinical Research Institute, Raleigh, NC
- Department of Cardiovascular and Thoracic Surgery, WakeMed Heart and Vascular, Raleigh, NC
| | - Michael Modrow
- WakeMed Health and Hospitals, WakeMed Clinical Research Institute, Raleigh, NC
- Department of Cardiovascular and Thoracic Surgery, WakeMed Heart and Vascular, Raleigh, NC
| | - Gina McConnell
- WakeMed Health and Hospitals, WakeMed Clinical Research Institute, Raleigh, NC
- Department of Cardiovascular and Thoracic Surgery, WakeMed Heart and Vascular, Raleigh, NC
| | - Charles Harr
- WakeMed Health and Hospitals, WakeMed Clinical Research Institute, Raleigh, NC
- Department of Cardiovascular and Thoracic Surgery, WakeMed Heart and Vascular, Raleigh, NC
| | - Judson Williams
- WakeMed Health and Hospitals, WakeMed Clinical Research Institute, Raleigh, NC
- Department of Cardiovascular and Thoracic Surgery, WakeMed Heart and Vascular, Raleigh, NC
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3
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Rao V, DeLeon G, Thamba A, Flanagan M, Nickel K, Gerue M, Gray D. A Retrospective Review of 30-Day Hospital Readmission Risk After Open Heart Surgery in Patients With Atrial Fibrillation. Cureus 2023; 15:e45755. [PMID: 37745753 PMCID: PMC10515093 DOI: 10.7759/cureus.45755] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/22/2023] [Indexed: 09/26/2023] Open
Abstract
Introduction Readmission rates after open heart surgery (OHS) remain an important clinical issue. The causes are varied, with identifying risk factors potentially providing valuable information to reduce healthcare costs and the rate of post-operative complications. This study aimed to characterize the reasons for 30-day hospital readmission rates of patients after open heart surgery. Methods All patients over 18 years of age undergoing OHS at a community hospital from January 2020 through December 2020 were identified. Demographic data, medical history, operative reports, post-operative complications, and telehealth interventions were obtained through chart review. Descriptive statistics and readmission rates were calculated, along with a logistic regression model, to understand the effects of medical history on readmission. Results A total of 357 OHS patients met the inclusion criteria for the study. Within the population, 8.68% of patients experienced readmission, 10.08% had an emergency department (ED) visit, and 95.80% had an outpatient office visit. A history of atrial fibrillation (AFib) significantly predicted 30-day hospital readmissions but not ED or outpatient office visits. Telehealth education was delivered to 66.11% of patients. Conclusion The study investigated factors associated with 30-day readmission following OHS. AFib patients were more likely to be readmitted than patients without atrial fibrillation. No other predictors of readmission, ED visits, or outpatient office visits were found. Patients reporting symptoms of tachycardia, pain, dyspnea, or "other" could be at increased risk for readmission.
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Affiliation(s)
- Varun Rao
- Department of Neurological Surgery, Indiana University School of Medicine, Indianapolis, USA
| | - Genaro DeLeon
- Department of General Surgery, Indiana University School of Medicine, Indianapolis, USA
| | - Aish Thamba
- Department of Neurological Surgery, Indiana University School of Medicine, Indianapolis, USA
| | - Mindy Flanagan
- Department of Research and Innovation, Parkview Mirro Center for Research and Innovation, Parkview Health, Fort Wayne, USA
| | - Kathleen Nickel
- Department of Research and Innovation, Parkview Mirro Center for Research and Innovation, Parkview Health, Fort Wayne, USA
| | - Michael Gerue
- Department of Cardiovascular Surgery, Parkview Heart Institute, Parkview Health, Fort Wayne, USA
| | - Douglas Gray
- Department of Cardiovascular Surgery, Parkview Heart Institute, Parkview Health, Fort Wayne, USA
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Minuz P, Albini FL, Imbalzano E, Izzo R, Masi S, Pengo MF, Pucci G, Scalise F, Salvetti M, Tocci G, Cicero A, Iaccarino G, Savoia C, Sechi L, Parati G, Borghi C, Volpe M, Ferri C, Grassi G, Muiesan ML. Telemedicine and Digital Medicine in the Clinical Management of Hypertension and Hypertension-Related Cardiovascular Diseases: A Position Paper of the Italian Society of Arterial Hypertension (SIIA). High Blood Press Cardiovasc Prev 2023; 30:387-399. [PMID: 37594686 PMCID: PMC10600275 DOI: 10.1007/s40292-023-00595-0] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2023] [Accepted: 07/25/2023] [Indexed: 08/19/2023] Open
Abstract
High blood pressure is the leading cause of death and disability globally and an important treatable risk factor for cardiovascular, cerebrovascular and chronic kidney diseases. Digital technology, including mobile health solutions and digital therapy, is expanding rapidly in clinical medicine and has the potential to improve the quality of care and effectiveness of drug treatment by making medical interventions timely, tailored to hypertensive patients' needs and by improving treatment adherence. Thus, the systematic application of digital technologies could support diagnosis and awareness of hypertension and its complications, ultimately leading to improved BP control at the population level. The progressive implementation of digital medicine in the national health systems must be accompanied by the supervision and guidance of health authorities and scientific societies to ensure the correct use of these new technologies with consequent maximization of the potential benefits. The role of scientific societies in relation to the rapid adoption of digital technologies, therefore, should encompass the entire spectrum of activities pertaining to their institutional role: information, training, promotion of research, scientific collaboration and advice, evaluation and validation of technological tools, and collaboration with regulatory and health authorities.
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Affiliation(s)
- Pietro Minuz
- Department of Medicine, University of Verona, Medicina Generale C, Policlinico GB Rossi, Piazzale LA Scuro 10, 37134, Verona, Italy.
| | | | - Egidio Imbalzano
- Hypertension Unit, Division of Internal Medicine, Department of Clinical and Experimental Medicine, University of Messina, Messina, Italy
| | - Raffaele Izzo
- Department of Advanced Biomedical Sciences, "Federico II" University, Naples, Italy
| | - Stefano Masi
- Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy
- Institute of Cardiovascular Science, University College London, London, UK
| | - Martino F Pengo
- Department of Cardiovascular, Neural and Metabolic Sciences, IRCCS Istituto Auxologico Italiano, Ospedale San Luca, Milan, Italy
- Department of Medicine and Surgery, University of Milano-Bicocca, Milan, Italy
| | - Giacomo Pucci
- Department of Medicine and Surgery, University of Perugia, Perugia, Italy
- Unit of Internal Medicine, "Santa Maria" Terni Hospital, Terni, Italy
| | - Filippo Scalise
- Center for the Study of Hypertension and Vascular Diseases-Clinical Institute Verano Brianza, Policlinico di Monza, Monza, Italy
| | - Massimo Salvetti
- Department of Clinical and Experimental Sciences, University of Brescia and Emergency Medicine ASST Spedali Civili di Brescia, Brescia, Italy
| | - Giuliano Tocci
- Division of Cardiology, Department of Clinical and Molecular Medicine, Sapienza University of Rome, Azienda Ospedaliero-Universitaria Sant'Andrea, Rome, Italy
| | - Arrigo Cicero
- Department of Medical and Surgical Sciences, University of Bologna, Bologna, Italy
| | - Guido Iaccarino
- Center for Research on Hypertension and Related Conditions, Federico II University of Naples, Naples, Italy
| | - Carmine Savoia
- Clinical and Molecular Medicine, University of Rome Sapienza and IRCCS San Raffaele Roma, Rome, Italy
| | - Leonardo Sechi
- Department of Life, Health, and Environmental Sciences, University of L'Aquila, L'Aquila, Italy
| | - Gianfranco Parati
- Department of Medicine and Surgery, University of Milano-Bicocca, Milan, Italy
- IRCCS, Istituto Auxologico Italiano, San Luca Hospital, Milan, Italy
| | - Claudio Borghi
- Department of Medical and Surgical Sciences, University of Bologna, Bologna, Italy
| | - Massimo Volpe
- Clinical and Molecular Medicine, University of Rome Sapienza and IRCCS San Raffaele Roma, Rome, Italy
| | - Claudio Ferri
- Department of Life, Health, and Environmental Sciences, University of L'Aquila, L'Aquila, Italy
| | - Guido Grassi
- Clinica Medica, University of Milano-Bicocca, Milan, Italy
| | - Maria Lorenza Muiesan
- Department of Clinical and Experimental Sciences, University of Brescia and Emergency Medicine ASST Spedali Civili di Brescia, Brescia, Italy
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McLean KA, Knight SR, Diehl TM, Varghese C, Ng N, Potter MA, Zafar SN, Bouamrane MM, Harrison EM. Readiness for implementation of novel digital health interventions for postoperative monitoring: a systematic review and clinical innovation network analysis. Lancet Digit Health 2023; 5:e295-e315. [PMID: 37100544 DOI: 10.1016/s2589-7500(23)00026-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2022] [Revised: 02/01/2023] [Accepted: 02/03/2023] [Indexed: 04/28/2023]
Abstract
An increasing number of digital health interventions (DHIs) for remote postoperative monitoring have been developed and evaluated. This systematic review identifies DHIs for postoperative monitoring and evaluates their readiness for implementation into routine health care. Studies were defined according to idea, development, exploration, assessment, and long-term follow-up (IDEAL) stages of innovation. A novel clinical innovation network analysis used coauthorship and citations to examine collaboration and progression within the field. 126 DHIs were identified, with 101 (80%) being early stage innovations (IDEAL stage 1 and 2a). None of the DHIs identified had large-scale routine implementation. There is little evidence of collaboration, and there are clear omissions in the evaluation of feasibility, accessibility, and the health-care impact. Use of DHIs for postoperative monitoring remains at an early stage of innovation, with promising but generally low-quality supporting evidence. Comprehensive evaluation within high-quality, large-scale trials and real-world data are required to definitively establish readiness for routine implementation.
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Affiliation(s)
- Kenneth A McLean
- Centre for Medical Informatics, Usher Institute, University of Edinburgh, Edinburgh, UK
| | - Stephen R Knight
- Centre for Medical Informatics, Usher Institute, University of Edinburgh, Edinburgh, UK
| | - Thomas M Diehl
- Department of Surgery, University of Wisconsin School of Medicine and Public Health, Madison, WI, USA
| | - Chris Varghese
- Department of Surgery, University of Auckland, Auckland, New Zealand
| | - Nathan Ng
- Centre for Medical Informatics, Usher Institute, University of Edinburgh, Edinburgh, UK
| | - Mark A Potter
- Colorectal Unit, Western General Hospital, Edinburgh, UK
| | - Syed Nabeel Zafar
- Department of Surgery, University of Wisconsin School of Medicine and Public Health, Madison, WI, USA
| | - Matt-Mouley Bouamrane
- Centre for Medical Informatics, Usher Institute, University of Edinburgh, Edinburgh, UK
| | - Ewen M Harrison
- Centre for Medical Informatics, Usher Institute, University of Edinburgh, Edinburgh, UK.
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Evans HL, Scalea J. Impact of Digital Health upon the Surgical Patient Experience: The Patient as Consumer. Surg Clin North Am 2023; 103:357-368. [PMID: 36948724 DOI: 10.1016/j.suc.2022.11.006] [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: 03/22/2023]
Abstract
The adoption of digital health services in surgical care delivery is changing the patient experience. The goal of patient-generated health data monitoring incorporated with patient-centered education and feedback is to optimally prepare patients for surgery and personalize postoperative care to improve outcomes that matter to both patients and surgeons. Challenges include the need for the adoption of new methods for implementation and evaluation and equitable application of surgical digital health interventions, with considerations for accessibility as well as the development of new diagnostics and decision support that include the needs and characteristics of all populations served.
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Affiliation(s)
- Heather L Evans
- Department of Surgery, Medical University of South Carolina, 96 Jonathan Lucas Street, CSB 417, Charleston, SC 29425, USA.
| | - Joseph Scalea
- Department of Surgery, Medical University of South Carolina, 96 Jonathan Lucas Street, CSB 417, Charleston, SC 29425, USA
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Rosenlund M, Kinnunen UM, Saranto K. The Use of Digital Health Services Among Patients and Citizens Living at Home: Scoping Review. J Med Internet Res 2023; 25:e44711. [PMID: 36972122 PMCID: PMC10131924 DOI: 10.2196/44711] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2022] [Revised: 01/31/2023] [Accepted: 03/07/2023] [Indexed: 03/29/2023] Open
Abstract
BACKGROUND The development of digital health services reflects not only the technical development of services but also a change in attitude and the way of thinking. It has become a cornerstone for engaging and activating patients and citizens in health management while living at home. Digital health services are also aimed at enhancing the efficiency and quality of services, while simultaneously providing services more cost-effectively. In 2020, the COVID-19 pandemic accelerated worldwide the development and use of digital services in response to requirements for social distancing and other regulations. OBJECTIVE The aim of this review is to identify and summarize how digital health services are being used among patients and citizens while living at home. METHODS The Joanna Briggs Institute (JBI) methodology for scoping reviews was used as guidance. A search conducted in 3 databases (CINAHL, PubMed, Scopus) resulted in 419 papers. The reporting was conducted by the Preferred Reporting Items for Systematic Reviews and Meta-Analyses extension for scoping review (PRISMA-ScR), and the analysis of the included papers was performed using a framework consisting of 5 clusters describing the use of digital health services. After screening and excluding papers that did not match the inclusion criteria, 88 (21%) papers from 2010 to 2022 were included in the final analysis. RESULTS Results indicated that digital health services are used in different situations and among different kinds of populations. In most studies, digital health services were used in the form of video visits or consultations. The telephone was also used regularly for consultations. Other services, such as remote monitoring and transmitting of recorded information and the use the of internet or portals for searching information, were observed as well. Alerts, emergency systems, and reminders were observed to offer possibilities of use, for example, among older people. The digital health services also showed to have potential for use in patient education. CONCLUSIONS The development of digital services reflects a shift toward the provision of care regardless of time and place. It also reflects a shift toward emphasis on patient-centered care, meaning activating and engaging patients in their own care as they use digital services for various health-related purposes. Despite the development of digital services, many challenges (eg, adequate infrastructure) still prevail worldwide.
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Affiliation(s)
- Milla Rosenlund
- Department of Health and Social Management, University of Eastern Finland, Kuopio, Finland
| | - Ulla-Mari Kinnunen
- Department of Health and Social Management, University of Eastern Finland, Kuopio, Finland
- The Finnish Centre for Evidence-Based Health Care: A Joanna Briggs Institute Centre of Excellence, Helsinki, Finland
| | - Kaija Saranto
- Department of Health and Social Management, University of Eastern Finland, Kuopio, Finland
- The Finnish Centre for Evidence-Based Health Care: A Joanna Briggs Institute Centre of Excellence, Helsinki, Finland
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The implications of 5G technology on cardiothoracic surgical services in India. Indian J Thorac Cardiovasc Surg 2023; 39:150-159. [PMID: 36721459 PMCID: PMC9880931 DOI: 10.1007/s12055-022-01448-6] [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: 08/11/2022] [Revised: 11/20/2022] [Accepted: 11/23/2022] [Indexed: 01/28/2023] Open
Abstract
The fifth-generation (5G) technology is finally making its long-anticipated arrival in India, where it has evoked much hope to advance healthcare accessibility and delivery to the masses as well as improving patient safety and efficiency. The 5G technology standard for broadband and cellular networks comes with improved coverage capability; better throughput, speed, bandwidth, and signal strength; and low latency. Such salient-advanced features could be the knight in shining armor for the cardiothoracic surgical community in bridging gaps in perioperative care, outreach, education, research, and much more.
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Pathak K, Marwaha JS, Tsai TC. The role of digital technology in surgical home hospital programs. NPJ Digit Med 2023; 6:22. [PMID: 36750629 PMCID: PMC9904247 DOI: 10.1038/s41746-023-00750-w] [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: 07/10/2022] [Accepted: 01/10/2023] [Indexed: 02/09/2023] Open
Abstract
Home hospital (HH), a care delivery model of providing hospital-grade care to patients in their homes, has become increasingly common in medical settings, though surgical uptake has been limited. HH programs have been shown to be safe and effective in a variety of medical contexts, with increased usage of this care pathway during the COVID-19 pandemic. Though surgical patients have unique clinical considerations, surgical Home Hospital (SHH) programs may have important benefits for this population. Various technologies exist for the delivery of hospital care in the home, such as clinical risk prediction models and remote patient monitoring platforms. Here, we use institutional experiences at Brigham and Women's Hospital (BWH) to discuss the utility of technology in enabling SHH programs and highlight current limitations. Additionally, we comment on the importance of data interoperability, access for all patients, and clinical workflow design in successfully implementing SHH programs.
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Affiliation(s)
- Kavya Pathak
- grid.38142.3c000000041936754XHarvard Medical School, Boston, MA USA
| | - Jayson S. Marwaha
- grid.239395.70000 0000 9011 8547Department of Surgery, Beth Israel Deaconess Medical Center, Boston, MA USA ,grid.38142.3c000000041936754XDepartment of Biomedical Informatics, Harvard Medical School, Boston, MA USA
| | - Thomas C. Tsai
- grid.62560.370000 0004 0378 8294Division of General and Gastrointestinal Surgery, Brigham and Women’s Hospital, Boston, MA USA
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Linton SC, De Boer C, Tian Y, Alayleh A, Bouchard ME, Figueroa A, Kwon S, Holl JL, Ghomrawi HM, Abdullah F. Effect of consumer-grade wearable device data on clinician decision making during post-discharge telephone calls after pediatric surgery. J Pediatr Surg 2022; 57:137-142. [PMID: 34732297 DOI: 10.1016/j.jpedsurg.2021.09.040] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/19/2021] [Revised: 09/11/2021] [Accepted: 09/21/2021] [Indexed: 12/13/2022]
Abstract
BACKGROUND During post-discharge telephone calls after pediatric surgery, clinicians must rely on parents/caregivers' assessment of symptoms, which can be inaccurate and often lead to unnecessary emergency department (ED) visits. Physiology (heart rate and physical activity) data from consumer-grade wearables, e.g., Fitbit™, may inform clinical decision making, yet there has been little study of clinician interpretation of this data. This study assessed whether wearable data availability, during simulated telephone calls about postoperative, post-discharge pediatric patients, affects clinician decision making. METHODS Three simulated telephone call scenarios were presented to a diverse group of pediatric surgery clinicians. The scenarios were based on actual postoperative patients (scenarios 1 and 3 have worrisome symptoms and scenario 2 has non-worrisome symptoms) who had worn a Fitbit™ postoperatively. Each scenario was presented to clinicians (1) without any wearable data; (2) with "concerning" wearable data; and (3) with "reassuring" wearable data. Clinicians rated their likelihood, on a scale of 1-10, of recommending an emergency department (ED) visit for the three instances of each scenario, 10 being definitely ED. RESULTS Twenty-four (24) clinicians participated in the study. When presented with "reassuring" wearable data, clinicians' likelihood of recommending an ED visit decreased from a median score of 6 to 1 (p < 0.001) for scenario 1 and from 9 to 3 (p < 0.001) for scenario 3. When presented with "concerning" wearable data, the median likelihood of recommending an ED visit increased from 1 to 6 (p = 0.003) for scenario 2. CONCLUSION This study showed that wearable data affect clinicians' decision making and may be useful in triaging postoperative, post-discharge pediatric patients. LEVEL OF EVIDENCE V.
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Affiliation(s)
- Samuel C Linton
- Division of Pediatric Surgery, Feinberg School of Medicine, Ann and Robert H. Lurie Children's Hospital of Chicago, 225 E. Chicago Ave., Chicago, IL 60611, United States; Department of Surgery, Northwestern School of Medicine, Northwestern University, Chicago, IL, United States
| | - Christopher De Boer
- Division of Pediatric Surgery, Feinberg School of Medicine, Ann and Robert H. Lurie Children's Hospital of Chicago, 225 E. Chicago Ave., Chicago, IL 60611, United States; Department of Surgery, Northwestern School of Medicine, Northwestern University, Chicago, IL, United States
| | - Yao Tian
- Surgical Outcomes Quality Improvement Center, Department of Surgery, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
| | - Amin Alayleh
- Rosalind Franklin University of Medicine and Science, Chicago, IL, United States
| | - Megan E Bouchard
- Division of Pediatric Surgery, Feinberg School of Medicine, Ann and Robert H. Lurie Children's Hospital of Chicago, 225 E. Chicago Ave., Chicago, IL 60611, United States
| | - Angie Figueroa
- Division of Pediatric Surgery, Feinberg School of Medicine, Ann and Robert H. Lurie Children's Hospital of Chicago, 225 E. Chicago Ave., Chicago, IL 60611, United States
| | - Soyang Kwon
- Division of Pediatric Surgery, Feinberg School of Medicine, Ann and Robert H. Lurie Children's Hospital of Chicago, 225 E. Chicago Ave., Chicago, IL 60611, United States
| | - Jane L Holl
- Department of Neurology, Biological Sciences Division, University of Chicago, Chicago, IL, United States; Center for Healthcare Delivery Science and Innovation, University of Chicago, Chicago, IL, United States
| | - Hassan Mk Ghomrawi
- Department of Surgery, Northwestern School of Medicine, Northwestern University, Chicago, IL, United States; Department of Medicine, Rheumatology division, Northwestern School of Medicine, Northwestern University, Chicago, IL, United States; Department of Pediatrics, Northwestern School of Medicine, Northwestern University, Chicago, IL, United States
| | - Fizan Abdullah
- Division of Pediatric Surgery, Feinberg School of Medicine, Ann and Robert H. Lurie Children's Hospital of Chicago, 225 E. Chicago Ave., Chicago, IL 60611, United States; Department of Surgery, Northwestern School of Medicine, Northwestern University, Chicago, IL, United States.
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11
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Biersteker TE, Boogers MJ, Schalij MJ, Penning de Vries BBL, Groenwold RHH, van Alem AP, de Weger A, van Hof N, Treskes RW. Mobile health vs. standard care after cardiac surgery: results of The Box 2.0 study. Europace 2022; 25:49-58. [PMID: 35951658 PMCID: PMC9907478 DOI: 10.1093/europace/euac115] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2022] [Accepted: 05/25/2022] [Indexed: 11/13/2022] Open
Abstract
AIMS Postoperative atrial fibrillation (POAF) is a common complication of cardiac surgery, yet difficult to detect in ambulatory patients. The primary aim of this study is to investigate the effect of a mobile health (mHealth) intervention on POAF detection after cardiac surgery. METHODS AND RESULTS We performed an observational cohort study among 730 adult patients who underwent cardiac surgery at a tertiary care hospital in The Netherlands. Of these patients, 365 patients received standard care and were included as a historical control group, undergoing surgery between December 2017 and September 2018, and 365 patients were prospectively included from November 2018 and November 2020, undergoing an mHealth intervention which consisted of blood pressure, temperature, weight, and electrocardiogram (ECG) monitoring. One physical outpatient follow-up moment was replaced by an electronic visit. All patients were requested to fill out a satisfaction and quality of life questionnaire. Mean age in the intervention group was 62 years, 275 (70.4%) patients were males. A total of 4136 12-lead ECGs were registered. In the intervention group, 61 (16.7%) patients were diagnosed with POAF vs. 25 (6.8%) patients in the control group [adjusted risk ratio (RR) of POAF detection: 2.15; 95% confidence interval (CI): 1.55-3.97]. De novo atrial fibrillation was found in 13 patients using mHealth (6.5%) vs. 4 control group patients (1.8%; adjusted RR 3.94, 95% CI: 1.50-11.27). CONCLUSION Scheduled self-measurements with mHealth devices could increase the probability of detecting POAF within 3 months after cardiac surgery. The effect of an increase in POAF detection on clinical outcomes needs to be addressed in future research.
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Affiliation(s)
- Tom E Biersteker
- Department of Cardiology, Leiden University Medical Center, Albinusdreef 2, 2333 ZA Leiden, The Netherlands
| | - Mark J Boogers
- Department of Cardiology, Leiden University Medical Center, Albinusdreef 2, 2333 ZA Leiden, The Netherlands
| | | | - Bas B L Penning de Vries
- Department of Clinical Epidemiology and Biomedical Data Sciences, Leiden University Medical Center, Leiden, The Netherlands
| | - Rolf H H Groenwold
- Department of Clinical Epidemiology and Biomedical Data Sciences, Leiden University Medical Center, Leiden, The Netherlands
| | - Anouk P van Alem
- Department of Cardiology, Haaglanden Medisch Centrum, The Hague, The Netherlands
| | - Arend de Weger
- Department of Cardiothoracic Surgery, Leiden University Medical Center, Leiden, The Netherlands
| | - Nicolette van Hof
- Department of Cardiology, Leiden University Medical Center, Albinusdreef 2, 2333 ZA Leiden, The Netherlands
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12
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Emery A, Houchens N, Gupta A. Quality and Safety in the Literature: May 2022. BMJ Qual Saf 2022; 31:409-414. [PMID: 35440499 DOI: 10.1136/bmjqs-2022-014848] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2022] [Accepted: 02/16/2022] [Indexed: 12/15/2022]
Affiliation(s)
- Albert Emery
- Department of Internal Medicine, University of Michigan Medical School, Ann Arbor, Michigan, USA
| | - Nathan Houchens
- Department of Internal Medicine, University of Michigan Medical School, Ann Arbor, Michigan, USA.,Medicine Service, Veterans Affairs Ann Arbor Healthcare System, Ann Arbor, Michigan, USA
| | - Ashwin Gupta
- Department of Internal Medicine, University of Michigan Medical School, Ann Arbor, Michigan, USA.,Medicine Service, Veterans Affairs Ann Arbor Healthcare System, Ann Arbor, Michigan, USA
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13
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Selected Energy Consumption Aspects of Sensor Data Transmission in Distributed Multi-Microcontroller Embedded Systems. ELECTRONICS 2022. [DOI: 10.3390/electronics11060848] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/10/2022]
Abstract
Wireless network devices are currently a hot topic in research related to human health, control systems, smart homes, and the Internet of Things (IoT). In the shadow of the coronavirus pandemic, they have gained even more attention. This remote and contactless distributed sensing technology enabled monitoring of vital signs in real-time. Many of the devices are battery powered, so appropriate management of available energy is crucial for lengthening autonomous operation time without affecting weight, size, maintenance requirement, and user acceptance. In this paper, we discuss energy consumption aspects of sensor data transmission using wireless Bluetooth Low Energy Mesh Long Range (BLE-M-LR) technology. Papers in the field of energy savings in wireless networks do not directly address the problem of the dependence of the energy needed for transmission on the type and degree of data preprocessing, which is the novelty and uniqueness of this work. We built and studied a prototype system designed to work as a multimodal sensing node in a compound IoT application targeted to assisted living. To analyze multiple energy-related aspects, we tested it in various operation and data transmission modes: continuous, periodic, and event-based. We also implemented and tested two alternative sensor-side processing procedures: deterministic data stream reduction and neural network-based recognition and labeling of the states. Our results reveal that event-based or periodic operation allows the node for years-long operating, and the sensor-side processing may degrade the power economy more than it benefits from savings made on transmission of concise data.
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14
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León MA, Pannunzio V, Kleinsmann M. Remote patient monitoring for perioperative care: a scoping review on workflow implications for clinical staff (Preprint). JMIR Hum Factors 2022; 9:e37204. [PMID: 35666574 PMCID: PMC9210199 DOI: 10.2196/37204] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2022] [Revised: 04/04/2022] [Accepted: 04/23/2022] [Indexed: 11/13/2022] Open
Abstract
Background Remote patient monitoring (RPM) interventions are being increasingly implemented in health care environments, given their benefits for different stakeholders. However, the effects of these interventions on the workflow of clinical staff are not always considered in RPM research and practice. Objective This review explored how contemporary RPM interventions affect clinical staff and their workflows in perioperative settings. Methods We conducted a scoping review of recent articles reporting the impact of RPM interventions implemented in perioperative settings on clinical staff and their workflow. The databases accessed were Embase and PubMed. A qualitative analysis was performed to identify the main problems and advantages that RPM brings to staff, in addition to the approaches taken to evaluate the impact of those interventions. Different themes were identified in terms of the challenges of RPM for clinical staff as well as in terms of benefits, risk-reduction strategies, and methods for measuring the impact of these interventions on the workflow of clinical staff. Results A total of 1063 papers were found during the initial search, of which 21 (1.98%) met the inclusion criteria. Of the 21 included papers, 15 (71%) focused on evaluating new RPM systems, 4 (19%) focused on existing systems, and 2 (10%) were reviews. Conclusions The reviewed literature shows that the impact on staff work experience is a crucial factor to consider when developing and implementing RPM interventions in perioperative settings. However, we noticed both underdevelopment and lack of standardization in the methods for assessing the impact of these interventions on clinical staff and their workflow. On the basis of the reviewed literature, we recommend the development of more robust methods for evaluating the impact of RPM interventions on staff experience in perioperative care; the adoption of a stronger focus on transition management when introducing these interventions in clinical practice; and the inclusion of longer periods of assessment, including the evaluation of long-term goals.
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Affiliation(s)
- Maria Alejandra León
- Department of Design, Organization and Strategy, Faculty of Industrial Design Engineering, Delft University of Technology, Delft, Netherlands
| | - Valeria Pannunzio
- Department of Design, Organization and Strategy, Faculty of Industrial Design Engineering, Delft University of Technology, Delft, Netherlands
| | - Maaike Kleinsmann
- Department of Design, Organization and Strategy, Faculty of Industrial Design Engineering, Delft University of Technology, Delft, Netherlands
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15
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Omar AMS, Lattouf O. Advances in technology and remote cardiac monitoring: Living the future of cardiovascular technology. J Card Surg 2021; 36:4235-4237. [PMID: 34463386 DOI: 10.1111/jocs.15959] [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: 08/21/2021] [Revised: 08/23/2021] [Accepted: 08/24/2021] [Indexed: 11/27/2022]
Abstract
Hospital administrations and providers are more than ever in need for new technologies and innovative methods with clinical benefit at lower costs. Surgeons and clinicians depend on conventional risk stratification scores developed to allow physicians to establish the risk of perioperative mortality. However, the current practiced models of preventive cardiology largely depend on patient motivation and awareness to be able to apply such risk scores appropriately. It was not until the appearance of miniaturized pocket-sized, user-friendly digital technologies that the awareness started to grow, highlighting the importance of role of technology and artificial intelligence in modern-day medicine.
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Affiliation(s)
- Alaa M S Omar
- Department of Cardiovascular Medicine, Mount Saini Morningside, New York, New York, USA.,Department of Surgery, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Omar Lattouf
- Department of Cardiovascular Surgery, Mount Sinai Morningside, New York, New York, USA.,Department of Surgery, Icahn School of Medicine at Mount Sinai, New York, New York, USA.,Department of Surgery, Emory University School of Medicine, Atlanta, Georgia, USA
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