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Petrie DA. Integration as innovation in healthcare systems. Healthc Manage Forum 2025; 38:76-83. [PMID: 39440900 PMCID: PMC11849255 DOI: 10.1177/08404704241292629] [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: 09/09/2024] [Revised: 10/02/2024] [Accepted: 10/04/2024] [Indexed: 10/25/2024]
Abstract
Healthcare systems in Canada are under pressure and require change-the status quo is no longer fit for purpose, if it ever was. Innovation is often held up as a cure for what ails us, but shiny new things or novel technologies alone have not been enough. This article will explore the concepts of differentiation and integration as being important drivers in the evolution of living organisms, ecosystems, and complex human organizations. The implications of this deep pattern of systems change are essential to understanding the roles of specialization in medicine, and optionality in primary care. Specifically, overspecialization without attention to the principles of healthcare integration can lead to fragmentation of care and worse patient outcomes. Finally, this article will describe some practical examples of system integration as innovation in the form of better public health and care delivery connections, health homes, and community care coordination centres.
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Petrie S, McLeod S, Ho K. From fragmentation to functionality: Enhancing coherence of digital health integration in health systems. Healthc Manage Forum 2025; 38:120-124. [PMID: 39468822 DOI: 10.1177/08404704241294255] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/30/2024]
Abstract
Digital health programs continue to be implemented within Canadian health systems at a steady pace. The effectiveness of digital health initiatives has been rigorously analyzed, with both benefits and drawbacks extensively commented on. While the discussion about digital health continues, both positive and negative perspectives of it are approaching saturation in their themes. Accepting that digital health is here to stay post-pandemic, the focus should shift to strategies and supports needed to avoid the fragmentation of care through digital health implementation. This short article poses three questions which policy-makers and decision-makers should explore as part of a level-setting exercise with involved stakeholders at the outset of a digital health program's consideration. An implementation team should design the digital health program to have equity as its foundational focus, conduct value-based evaluations, and position the program in a learning health system framework to guard against the fragmentation of care.
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Affiliation(s)
| | - Shelley McLeod
- Schwartz/Reisman Emergency Medicine Institute, Toronto, Ontario, Canada
- University of Toronto, Toronto, Ontario, Canada
| | - Kendall Ho
- University of British Columbia, Vancouver, British Columbia, Canada
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Wankah P, Chandra S, Lofters A, Mohamednur N, Osei B, Makuwaza T, Sayani A. Improving Digital Cancer Care for Older Black Adults: Qualitative Study. J Med Internet Res 2025; 27:e63324. [PMID: 39970422 PMCID: PMC11888062 DOI: 10.2196/63324] [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: 06/17/2024] [Revised: 12/23/2024] [Accepted: 01/21/2025] [Indexed: 02/21/2025] Open
Abstract
BACKGROUND Health systems are rapidly promoting digital cancer care models to improve cancer care of their populations. However, there is growing evidence that digital cancer care can exacerbate inequities in cancer care for communities experiencing social disadvantage, such as Black communities. Despite the increasing recognition that older Black adults face significant challenges in accessing and using health care services due to multiple socioeconomic and systemic factors, there is still limited evidence regarding how older Black adults' access and use digital cancer care. OBJECTIVE This study aims to better understand the digital cancer care experience of older Black adults, their caregivers, and health care providers to identify strategies that can better support patient-centered digital cancer care. METHODS A total of 6 focus group interviews were conducted with older Black adults living with cancer, caregivers, and health care providers (N=55 participants) across 10 Canadian provinces. Focus group interviews were recorded and transcribed. Through a theory-informed thematic analysis approach, experienced qualitative researchers used the Patient Centered Care model and the synergies of oppression conceptual lens to inductively and deductively code interview transcripts in order to develop key themes that captured the digital cancer care experiences of older Black adults. RESULTS In total, 5 overarching themes describe the experience of older Black adults, caregivers, and health care providers in accessing and using digital cancer care: (1) barriers to access and participation in digital care services, (2) shifting caregivers' dynamics, (3) autonomy of choice and choosing based on the purpose of care, (4) digital accessibility, and (5) effective digital communication. We identify 8 barriers and 6 facilitators to optimal digital cancer for older Black adults. Barriers include limited digital literacy, linguistic barriers in traditional African or Caribbean languages, and patient concerns of shifting power dynamics when supported by their children for digital cancer care; and facilitators include community-based cancer support groups, caregiver support, and key features of digital technologies. CONCLUSIONS These findings revealed a multifaceted range of barriers and facilitators to digital cancer care for older Black adults. This means that a multipronged approach that simultaneously focuses on addressing barriers and leveraging community strengths can improve access and usage of digital cancer care. A redesign of digital cancer care programs, tailored to the needs of most structurally marginalized groups like older Black adults, can enhance the digital care experience for all population groups. Public policies and organizational practices that address issues like availability of internet in remote areas, resources to support linguistic barriers, or culturally sensitive training are important in responding to the complexity of access to digital l cancer care. These findings have implications for other structurally marginalized and underresourced communities that have suboptimal access and usage of digital care.
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Affiliation(s)
- Paul Wankah
- Faculty of Dental Medicine and Oral Health Sciences, McGill University, Montreal, QC, Canada
- Women's College Hospital, Toronto, ON, Canada
| | | | - Aisha Lofters
- Women's College Hospital, Toronto, ON, Canada
- University of Toronto, Toronto, ON, Canada
| | | | | | | | - Ambreen Sayani
- Women's College Hospital, Toronto, ON, Canada
- University of Toronto, Toronto, ON, Canada
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Hollander JE, Meyer G, Derrickson R, Yehia B, Docimo A. Selling the Return on Investment for Digital Health. TELEMEDICINE REPORTS 2025; 6:44-49. [PMID: 39991641 PMCID: PMC11839514 DOI: 10.1089/tmr.2024.0069] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 11/04/2024] [Indexed: 02/25/2025]
Abstract
Background Advancing digital health requires a realistic conversation that moves past innovation and evaluates digital tools the same as any other device being introduced into the health system. There needs to be a focus on return on investment. Methods As part of a symposium, we presented hypothetical pitches to an expert panel. The experts include representatives from health systems, payers, and investors. The pitches were related to remote patient monitoring, tele-triage in the emergency department, and comprehensive in-patient telemedicine program including virtual sitting and e-nursing. Results Although each pitch led to a different discussion, there was uniform agreement that health systems should focus on whether the proposal helps solve an institutional problem; the payment model in which the product can be used (value-based, fee-for-service, or both) needs to be identified; fitting the new product into preexisting workflow (included electronic health system integration) is critical; there needs to be an understanding of whether patients and providers engage with it; and there needs to be a clear return on investment. Discussion Navigating complex decision-making in health care requires a blend of strategic foresight, practical considerations, and a deep understanding of organizational dynamics. Rather than a specific strategic plan focused on digital or virtual care, there should be a focus on the enterprise strategic plan and how can digital enable that.
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Affiliation(s)
- Judd E. Hollander
- SVP Healthcare Delivery Innovation, Jefferson Health, Philadelphia, Pennsylvania, USA
| | - Gregg Meyer
- President of Community Division and Executive Vice President Value-Based Care Mass General Brigham, Boston, Massachusetts, USA
| | - Ralph Derrickson
- Creative Destruction Lab Computational Health Stream; Washington, USA
| | | | - Anne Docimo
- Board of Directors, Chief Medical Officer United Healthcare, NCQA, Minneapolis, Minnesota, USA
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Shah K, Newton N, Charlston E, Shaw M, Singh J, Johnston A, Hutchings O, Yu C, Wang P, Jones A, Ritchie A, Davis R, Robinson F, Alison JA, Baysari MT, Makeham M, Norris S, Laranjo L, Nicholls E, Chow CK, Shaw T. Defining a core set of research and development priorities for virtual care in the post-pandemic environment: a call to action. Med J Aust 2024; 221 Suppl 11:S49-S56. [PMID: 39647928 DOI: 10.5694/mja2.52524] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2024] [Accepted: 08/19/2024] [Indexed: 12/10/2024]
Abstract
OBJECTIVES To identify research and development priorities for virtual care following the coronavirus disease 2019 pandemic from the perspective of key stakeholders (patients, clinicians, informaticians and academics). DESIGN Qualitative study using a modified nominal group technique. SETTING Online semi-structured interviews and workshops held in November 2022 and February 2023. PARTICIPANTS Health workers involved in delivering virtual care in two metropolitan local health districts and one specialty statewide network, and people who had received care from these sites, were recruited using passive snowball sampling. Research and academic staff from a tertiary institution were also invited to participate. MAIN OUTCOME MEASURES Priorities to support a translational research agenda for virtual care. RESULTS Twenty-five individuals participated including 18 innovation deliverers, two innovation recipients and five implementation facilitators. Stakeholders identified several key priorities for developing virtual care models and for sustaining and scaling virtual care services. These included demonstrating the economic and societal value of virtual care, developing a common framework to support evaluation and comparison of virtual care services, ensuring virtual care services integrate acute and primary care, and defining which models of care are most appropriate for virtual care delivery. CONCLUSION As the health system recalibrates with the return of in-person care, there is a growing need to demonstrate the value of virtual care models to patients, the health system, and society at large. Demonstrating this value while also demonstrating improvements to health outcomes will future-proof virtual care, enabling it to be used to address broader challenges of health care delivery. In addition, sustaining virtual care will depend on robust operational structures and workforce training and education. As services evolve, research and development priorities must be revisited to ensure that translational research aligns with stakeholder interests.
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Affiliation(s)
| | | | | | - Miranda Shaw
- RPA Virtual Hospital, Sydney Local Health District, Sydney, NSW
| | - Jagdev Singh
- virtualKIDS Urgent Care Service, Sydney Children's Hospital Network, Sydney, NSW
| | | | - Owen Hutchings
- RPA Virtual Hospital, Sydney Local Health District, Sydney, NSW
| | - Chenyao Yu
- Northern Sydney Local Health District, Sydney, NSW
| | - Pearl Wang
- Northern Sydney Local Health District, Sydney, NSW
| | | | | | | | | | - Jennifer A Alison
- University of Sydney, Sydney, NSW
- Sydney Local Health District, Sydney, NSW
| | | | | | - Sarah Norris
- Leeder Centre for Health Policy, Economics and Data, University of Sydney, Sydney, NSW
| | - Liliana Laranjo
- Westmead Applied Research Centre, University of Sydney, Sydney, NSW
| | | | - Clara K Chow
- Westmead Applied Research Centre, University of Sydney, Sydney, NSW
| | - Tim Shaw
- University of Sydney, Sydney, NSW
- Westmead Applied Research Centre, University of Sydney, Sydney, NSW
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Hamiduzzaman M, Gaffney HJ, Jindal S, Patra M, Gudur R, Pit S, Rahman A. Virtual Healthcare for Older Adults With Preventable Chronic Conditions: A Meta-synthesis of Quality Aspects. J Appl Gerontol 2024:7334648241296791. [PMID: 39531527 DOI: 10.1177/07334648241296791] [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: 11/16/2024] Open
Abstract
Our study employed a six-step meta-synthesis approach to understand quality aspects of virtual healthcare trajectories and identify effective strategies for older adults with preventable chronic conditions across the world. Review of twenty-one articles revealed four key themes: functionality of virtual healthcare, equity in service delivery, satisfaction with care, and cost-effectiveness. Despite the challenges posed by technological and clinical complexities, virtual healthcare initiatives have significantly improved accessibility and availability of health services, thereby reducing disparities. Notably, telehealth saved an average of 166-minutes of travel time, demonstrating a clear benefit of virtual healthcare. While all parties expressed satisfaction with virtual healthcare, several challenges were reported, including a digital divide, limited access to digital devices, absence of a multidisciplinary approach, and lack of rural-specific programs.
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Affiliation(s)
- Mohammad Hamiduzzaman
- Research Fellow, University Center for Rural Health, School of Health Sciences, Faculty of Medicine and Health, The University of Sydney, Lismore, NSW, Australia
| | - Harry James Gaffney
- Concord Clinical School, Faculty of Medicine and Health, The University of Sydney, Sydney, NSW, Australia
| | | | - Mahua Patra
- Department of Sociology, Maulana Azad College, University of Calcutta, Kolkata, India
| | - Raghavendra Gudur
- Faculty of Arts and Design, University of Canberra, Canberra, ACT, Australia
| | - Sabrina Pit
- Work Wiser International, Lennox Head, NSW, Australia
- University Centre for Rural Health, Faculty of Medicine and Health, The University of Sydney, Lismore, NSW, Australia
- School of Medicine, Western Sydney University, Sydney, NSW, Australia
| | - Aziz Rahman
- Institute of Health and Wellbeing, Federation University Australia, Berwick, VIC, Australia
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Flocke SA, Albert EL, Lewis SA, Seeholzer EL, Bailey SR. Association of COVID-19 and the Prevalence of In-person Versus Telehealth Primary Care Visits and Subsequent Impacts on Tobacco Use Assessment and Referral for Cessation Assistance. Nicotine Tob Res 2024; 26:1563-1569. [PMID: 38795072 DOI: 10.1093/ntr/ntae126] [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: 09/12/2023] [Revised: 04/26/2024] [Accepted: 05/15/2024] [Indexed: 05/27/2024]
Abstract
INTRODUCTION The COVID-19 pandemic dramatically altered patterns of healthcare delivery. Smoking remains an important risk factor for multiple chronic conditions and may exacerbate more severe symptoms of COVID-19. Thus, it is important to understand how pandemic-induced changes in primary care practice patterns affected smoking assessment and cessation assistance. AIMS AND METHODS Electronic health record data from eight community health centers were examined from March 1, 2019 to February 28, 2022. Data include both telehealth (phone and video) and in-person office visits and represent 310 388 visits by adult patients. Rates of smoking assessment, provision of referral to counseling, and orders for smoking cessation medications were calculated. Comparisons by visit mode and time period were examined using generalized estimating equations and logistic regression. RESULTS The proportion of telehealth visits was < 0.1% 1 year prior to COVID-19 onset and, 54.5% and 34.1% 1 and 2 years after. The odds of asking about smoking status and offering a referral to smoking cessation counseling were significantly higher during in-person versus telehealth visits; adjusted odds ratios (AOR) (95% CI) = 15.0 (14.7 to 15.4) and AOR (95% CI) = 6.5 (3.0 to 13.9), respectively. The interaction effect of visit type * time period was significant for ordering smoking cessation medications. CONCLUSIONS Telehealth visits were significantly less likely to include smoking status assessment and referral to smoking cessation counseling compared to in-person visits. Given that smoking assessment and cessation assistance do not require face-to-face interactions with health care providers, continued efforts are needed to ensure provision at all visits, regardless of modality. IMPLICATIONS The COVID-19 pandemic dramatically altered patterns of healthcare-seeking and delivery with a considerable rise in telehealth visits. This study examined 1 year prior to the onset of COVID-19 and 2 years after to evaluate the assessment of tobacco use and assistance with tobacco cessation and differences during in-person versus telehealth visits. Tobacco assessment was 15 times more likely during in-person versus telehealth visits in the 2 years post onset of COVID-19. Given that telehealth visits are likely to continue, ensuring that patients are regularly assessed for tobacco regardless of visit modality is an important concern for health systems.
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Affiliation(s)
- Susan A Flocke
- Department of Family Medicine, Oregon Health and Sciences University, Portland, OR, USA
| | - Elizabeth L Albert
- Center for Community Health Integration, Case Western Reserve University, Cleveland, OH, USA
| | - Steven A Lewis
- Population Health and Equity Research Institute, MetroHealth Health System, Cleveland, OH, USA
| | - Eileen L Seeholzer
- Department of Medicine and Population Health and Equity Research Institute, MetroHealth Health System, Cleveland, OH, USA
| | - Steffani R Bailey
- Department of Family Medicine, Oregon Health and Sciences University, Portland, OR, USA
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Shah L, Wu C, Tackett S, Sadauskas L, Martin SS, Hughes H, Gilotra NA. Telemedicine Disparities in Ambulatory Cardiology Visits in a Large Academic Health System. JACC. ADVANCES 2024; 3:101119. [PMID: 39372473 PMCID: PMC11450899 DOI: 10.1016/j.jacadv.2024.101119] [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: 02/09/2024] [Revised: 05/26/2024] [Accepted: 06/05/2024] [Indexed: 10/08/2024]
Abstract
Background The COVID-19 pandemic prompted rapid expansion of telemedicine to access subspecialty care. However, potential disparities in access to telemedicine in cardiology remain to be fully characterized. Objectives The authors aimed to study whether telemedicine visit modality (video or audio only) differed by sociodemographic characteristics in the outpatient cardiology population of a large academic health center. Methods We conducted a retrospective cross-sectional study of telemedicine encounter data from all outpatient cardiology telemedicine visits from January 1, 2020, to December 31, 2021. We examined unique patients' first telemedicine encounter during the study period. The primary outcome was visit modality, video versus audio-only visit. Predictors of audio-only visit modality were assessed using adjusted logistic regression analyses. Results There were 47,961 total adult cardiology telemedicine encounters among 39,381 unique patients. Of all encounters, 20.4% were audio only. Odds of audio-only visit modality increased with age, with the highest odds of audio-only visits in patients aged >75 years (OR: 3.4; 95% CI: 2.8-4.2). Non-White race (OR: 1.2; 95% CI: 1.1-1.3), lack of private insurance (Medicaid OR: 2.8; 95% CI: 2.5-3.1 and Medicare OR: 1.7; 95% CI: 1.5-1.8), and higher social deprivation index quintile (social deprivation index 5, most deprived, OR: 2.0; 95% CI: 1.9-2.2) were also associated with increased odds of audio-only modality. Conclusions We identified sociodemographic disparities in telemedicine visit modality in a large outpatient cardiology population. These findings highlight the important role of audio-only visits in accessing telemedicine, and opportunities to narrow the digital health divide.
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Affiliation(s)
- Lochan Shah
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Colin Wu
- Division of Gastroenterology, Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston Massachusetts, USA
| | - Sean Tackett
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
- Biostatistics, Epidemiology, and Data Management Core, Johns Hopkins School of Medicine, Baltimore, Maryland, USA
| | - Lilija Sadauskas
- Office of Telemedicine, Johns Hopkins Medicine, Baltimore, Maryland, USA
| | - Seth S. Martin
- Division of Cardiology, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Helen Hughes
- Department of Pediatrics, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Nisha A. Gilotra
- Division of Cardiology, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
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Steele Gray C, Ramachandran M, Brinton C, Forte M, Loganathan M, Walsh R, Callaghan J, Upshur R, Wiljer D. Digitally mediated relationships: How social representation in technology influences the therapeutic relationship in primary care. Soc Sci Med 2024; 353:116962. [PMID: 38908092 DOI: 10.1016/j.socscimed.2024.116962] [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: 06/14/2023] [Revised: 03/21/2024] [Accepted: 05/09/2024] [Indexed: 06/24/2024]
Abstract
Relationships, built on trust, knowledge, regard, and loyalty, have been demonstrated to be fundamental to health care delivery. Strong relationships between patients and providers have been linked to more compassionate care delivery, and better patient experience and outcomes, and may be particularly important in primary care. The rapid adoption of digital technologies since the onset of COVID-19 has led health care systems to seriously consider a "digital-first" primary care delivery model. Questions remain regarding what impact this transformation will have on the therapeutic relationship. Using a rapid ethnographic approach this study explores how patient and provider understandings of therapeutic relationships and digital health technologies may influence relationship-building or maintenance between patients with complex care needs and their care providers. Three team-based primary care sites in Toronto, Ontario, Canada were included in the study. Across the three sites 9 patients with chronic health conditions, 1 caregiver, and 10 healthcare providers (including family physicians, family medicine residents, social workers, and nurse practitioners) participated. Interviews were conducted with all participants and 8 observations of virtual clinical encounters (phone and video visits) were conducted. Using social representation theory as a lens, analysis revealed that participants' constructions of therapeutic relationships and digital technologies were informed by their identities, experiences, and expectations. For participants to see technologies as enabling to the therapeutic relationship, there needed to be alignment between how participants viewed the role of technology in care and in their lives, and how they recognized (or constructed) a good therapeutic relationship. This exploratory work suggests the need to think about how both patients' and providers' views of technology may determine whether digital technologies can be leveraged to meet patient needs while maintaining, or building, strong therapeutic relationships.
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Affiliation(s)
- Carolyn Steele Gray
- Science of Care Institute, Lunenfeld-Tanenbaum Research Institute, Sinai Health, Canada; Institute of Health Policy, Management and Evaluation, Dalla Lana School of Public Health, University of Toronto, Canada.
| | - Meena Ramachandran
- Science of Care Institute, Lunenfeld-Tanenbaum Research Institute, Sinai Health, Canada; School of Physical and Occupational Therapy, McGill University, Canada
| | - Christopher Brinton
- Science of Care Institute, Lunenfeld-Tanenbaum Research Institute, Sinai Health, Canada; Michael G. DeGroote School of Medicine, McMaster University, Canada
| | - Milena Forte
- Mount Sinai Hospital, Canada; Department of Family and Community Medicine, University of Toronto, Canada
| | - Mayura Loganathan
- Mount Sinai Hospital, Canada; Department of Family and Community Medicine, University of Toronto, Canada
| | | | - Julie Callaghan
- Community Health and Quality, Unison Health and Community Services, Canada
| | - Ross Upshur
- Department of Family and Community Medicine, University of Toronto, Canada
| | - David Wiljer
- Institute of Health Policy, Management and Evaluation, Dalla Lana School of Public Health, University of Toronto, Canada; Department of Psychiatry, University of Toronto, Canada; Continuing Professional Development, Temerty Faculty of Medicine, University of Toronto, Canada; The Centre for Addiction and Mental Health, Canada; Education Technology Innovation, University Health Network, Canada
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Zawada SJ, Ganjizadeh A, Hagen CE, Demaerschalk BM, Erickson BJ. Feasibility of Observing Cerebrovascular Disease Phenotypes with Smartphone Monitoring: Study Design Considerations for Real-World Studies. SENSORS (BASEL, SWITZERLAND) 2024; 24:3595. [PMID: 38894385 PMCID: PMC11175199 DOI: 10.3390/s24113595] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/11/2024] [Revised: 05/28/2024] [Accepted: 05/31/2024] [Indexed: 06/21/2024]
Abstract
Accelerated by the adoption of remote monitoring during the COVID-19 pandemic, interest in using digitally captured behavioral data to predict patient outcomes has grown; however, it is unclear how feasible digital phenotyping studies may be in patients with recent ischemic stroke or transient ischemic attack. In this perspective, we present participant feedback and relevant smartphone data metrics suggesting that digital phenotyping of post-stroke depression is feasible. Additionally, we proffer thoughtful considerations for designing feasible real-world study protocols tracking cerebrovascular dysfunction with smartphone sensors.
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Affiliation(s)
- Stephanie J. Zawada
- Mayo Clinic College of Medicine and Science, 5777 E. Mayo Boulevard, Scottsdale, AZ 85054, USA
| | - Ali Ganjizadeh
- Mayo Clinic AI Laboratory, 200 1st Street SW, Rochester, MN 55902, USA; (A.G.); (B.J.E.)
| | - Clint E. Hagen
- Mayo Clinic Division of Biomedical Statistics and Informatics, 200 1st Street SW, Rochester, MN 55902, USA;
| | - Bart M. Demaerschalk
- Mayo Clinic Center for Digital Health, 5777 E. Mayo Boulevard, Scottsdale, AZ 85054, USA;
| | - Bradley J. Erickson
- Mayo Clinic AI Laboratory, 200 1st Street SW, Rochester, MN 55902, USA; (A.G.); (B.J.E.)
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Whitehead DC, Li KY, Hayden E, Jaffe T, Karam A, Zachrison KS. Evaluating the Quality of Virtual Urgent Care: Barriers, Motivations, and Implementation of Quality Measures. J Gen Intern Med 2024; 39:731-738. [PMID: 38302813 PMCID: PMC11043309 DOI: 10.1007/s11606-024-08636-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/26/2023] [Accepted: 01/16/2024] [Indexed: 02/03/2024]
Abstract
BACKGROUND Experts estimate virtual urgent care programs could replace approximately 20% of current emergency department visits. In the absence of widespread quality guidance to programs or quality reporting from these programs, little is known about the state of virtual urgent care quality monitoring initiatives. OBJECTIVE We sought to characterize ongoing quality monitoring initiatives among virtual urgent care programs. APPROACH Semi-structured interviews of virtual health and health system leaders were conducted using a pilot-tested interview guide to assess quality metrics captured related to care effectiveness and equity as well as programs' motivations for and barriers to quality measurement. We classified quality metrics according to the National Quality Forum Telehealth Measurement Framework. We developed a codebook from interview transcripts for qualitative analysis to classify motivations for and barriers to quality measurement. KEY RESULTS We contacted 13 individuals, and ultimately interviewed eight (response rate, 61.5%), representing eight unique virtual urgent care programs at primarily academic (6/8) and urban institutions (5/8). Most programs used quality metrics related to clinical and operational effectiveness (7/8). Only one program reported measuring a metric related to equity. Limited resources were most commonly cited by participants (6/8) as a barrier to quality monitoring. CONCLUSIONS We identified variation in quality measurement use and content by virtual urgent care programs. With the rapid growth in this approach to care delivery, more work is needed to identify optimal quality metrics. A standardized approach to quality measurement will be key to identifying variation in care and help focus quality improvement by virtual urgent care programs.
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Affiliation(s)
- David C Whitehead
- Department of Emergency Medicine, Massachusetts General Hospital, Boston, MA, USA.
- Harvard Medical School, Boston, MA, USA.
| | | | - Emily Hayden
- Department of Emergency Medicine, Massachusetts General Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Todd Jaffe
- University of Pennsylvania, Philadelphia, PA, USA
| | - Alessandra Karam
- Central Michigan University College of Medicine, Mount Pleasant, MI, USA
| | - Kori S Zachrison
- Department of Emergency Medicine, Massachusetts General Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
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Thawani SP, Minen MT, Grossman SN, Friedman S, Bhatt JM, Foo FYA, Torres DM, Weinberg HJ, Kim NH, Levitan V, Cardiel MI, Zakin E, Conway JM, Kurzweil AM, Hasanaj L, Stainman RS, Seixas A, Galetta SL, Balcer LJ, Busis NA. A Comparison of Patients' and Neurologists' Assessments of their Teleneurology Encounter: A Cross-Sectional Analysis. Telemed J E Health 2024; 30:841-849. [PMID: 37624656 PMCID: PMC11386999 DOI: 10.1089/tmj.2023.0168] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2023] [Revised: 07/10/2023] [Accepted: 07/17/2023] [Indexed: 08/27/2023] Open
Abstract
Background and Objectives: To better understand patients' and neurologists' assessments of their experiences regarding effectiveness of teleneurology encounters. Methods: Following an audio-video telehealth visit, neurologists asked patients to participate in a survey-based research study about the encounter, and then, the neurologists also recorded their own evaluations. Data were analyzed using standard quantitative and qualitative techniques for dichotomous and ordered-category survey responses in this cross-sectional analysis. Results: The study included unique encounters between 187 patients and 11 general neurologists. The mean patient age was 49 ± 17.5 years. Two thirds of the patients (66.8%, 125/187) were female. One third (33.2%; 62) were patients new to the NYU Langone Health neurology practices. The most common patient chief complaints were headache (69/187, 36.9%), focal and generalized numbness or tingling (21, 11.2%), memory difficulty (15, 8%), spine-related symptoms (12, 6.4%), and vertigo (11, 5.9%). Most patients (94.7%, 177/187) reported that the teleneurology encounter satisfied their needs. Patients and their neurologists agreed that the experience was effective in 91% (162/178) of encounters, regardless of whether the visit was for a new or established patient visit. Discussion: More than 90% of new and established patients and their neurologists agreed that teleneurology encounters were effective despite some limitations of the examination, the occasional need for patient assistance, and technical difficulties. Our results provide further evidence to justify and to expand the clinical use of teleneurology.
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Affiliation(s)
- Sujata P. Thawani
- Department of Neurology, NYU Grossman School of Medicine, New York, New York, USA
| | - Mia T. Minen
- Department of Neurology, NYU Grossman School of Medicine, New York, New York, USA
- Department of Population Health, NYU Grossman School of Medicine, New York, New York, USA
| | - Scott N. Grossman
- Department of Neurology, NYU Grossman School of Medicine, New York, New York, USA
| | - Steven Friedman
- Department of Population Health, NYU Grossman School of Medicine, New York, New York, USA
| | - Jaydeep M. Bhatt
- Department of Neurology, NYU Grossman School of Medicine, New York, New York, USA
| | - Farng-Yang A. Foo
- Department of Neurology, NYU Grossman School of Medicine, New York, New York, USA
| | - Daniel M. Torres
- Department of Neurology, NYU Grossman School of Medicine, New York, New York, USA
| | - Harold J. Weinberg
- Department of Neurology, NYU Grossman School of Medicine, New York, New York, USA
| | - Nina H. Kim
- Department of Neurology, NYU Grossman School of Medicine, New York, New York, USA
| | - Valeriya Levitan
- Department of Neurology, NYU Grossman School of Medicine, New York, New York, USA
| | - Myrna I. Cardiel
- Department of Neurology, NYU Grossman School of Medicine, New York, New York, USA
| | - Elina Zakin
- Department of Neurology, NYU Grossman School of Medicine, New York, New York, USA
| | - Jenna M. Conway
- Department of Neurology, NYU Grossman School of Medicine, New York, New York, USA
| | - Arielle M. Kurzweil
- Department of Neurology, NYU Grossman School of Medicine, New York, New York, USA
| | - Lisena Hasanaj
- Department of Neurology, NYU Grossman School of Medicine, New York, New York, USA
| | - Rebecca S. Stainman
- Department of Neurology, NYU Grossman School of Medicine, New York, New York, USA
| | - Azizi Seixas
- Department of Population Health, NYU Grossman School of Medicine, New York, New York, USA
- Department of Informatics and Health Data Science, University of Miami Miller School of Medicine, Miami, Florida, USA
| | - Steven L. Galetta
- Department of Neurology, NYU Grossman School of Medicine, New York, New York, USA
- Department of Ophthalmology, NYU Grossman School of Medicine, New York, New York, USA
| | - Laura J. Balcer
- Department of Neurology, NYU Grossman School of Medicine, New York, New York, USA
- Department of Population Health, NYU Grossman School of Medicine, New York, New York, USA
- Department of Ophthalmology, NYU Grossman School of Medicine, New York, New York, USA
| | - Neil A. Busis
- Department of Neurology, NYU Grossman School of Medicine, New York, New York, USA
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13
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Masriadi, Idrus HH. Advancing Virtual at-Home Care for Community Health Center Patients Using Patient Self-Care Tools, Technology, and Education [Letter]. J Multidiscip Healthc 2024; 17:673-674. [PMID: 38370608 PMCID: PMC10874183 DOI: 10.2147/jmdh.s463189] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2024] [Accepted: 02/09/2024] [Indexed: 02/20/2024] Open
Affiliation(s)
- Masriadi
- Department of Epidemiology, Faculty of Public Health, Universitas Muslim Indonesia, Makassar, Indonesia
| | - Hasta Handayani Idrus
- Biomedical Research Center, Research Organization for Health, National Research and Innovation Agency, Cibinong Science Center, Cibinong - Bogor, West Java, Indonesia
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14
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Cho LD, Rabinowitz G, Goytia C, Andreadis K, Huang HH, Benda NC, Lin JJ, Horowitz C, Kaushal R, Ancker JS, Poeran J. Development of a novel instrument to characterize telemedicine programs in primary care. BMC Health Serv Res 2023; 23:1274. [PMID: 37978511 PMCID: PMC10657014 DOI: 10.1186/s12913-023-10130-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2023] [Accepted: 10/08/2023] [Indexed: 11/19/2023] Open
Abstract
BACKGROUND Given the rapid deployment of telemedicine at the onset of the COVID - 19 pandemic, updated assessment methods are needed to study and characterize telemedicine programs. We developed a novel semi - structured survey instrument to systematically describe the characteristics and implementation processes of telemedicine programs in primary care. METHODS In the context of a larger study aiming to describe telemedicine programs in primary care, a survey was developed in 3 iterative steps: 1) literature review to obtain a list of telemedicine features, facilitators, and barriers; 2) application of three evaluation frameworks; and 3) stakeholder engagement through a 2-stage feedback process. During survey refinement, items were tested against the evaluation frameworks while ensuring it could be completed within 20-25 min. Data reduction techniques were applied to explore opportunity for condensed variables/items. RESULTS Sixty initially identified telemedicine features were reduced to 32 items / questions after stakeholder feedback. Per the life cycle framework, respondents are asked to report a month in which their telemedicine program reached a steady state, i.e., "maturation". Subsequent questions on telemedicine features are then stratified by telemedicine services offered at the pandemic onset and the reported point of maturation. Several open - ended questions allow for additional telemedicine experiences to be captured. Data reduction techniques revealed no indication for data reduction. CONCLUSION This 32-item semi-structured survey standardizes the description of primary care telemedicine programs in terms of features as well as maturation process. This tool will facilitate evaluation of and comparisons between telemedicine programs across the United States, particularly those that were deployed at the pandemic onset.
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Affiliation(s)
- Logan D Cho
- Icahn School of Medicine at Mount Sinai, 1 Gustave L. Levy Pl, New York, NY, 10029, USA
| | - Grace Rabinowitz
- Icahn School of Medicine at Mount Sinai, 1 Gustave L. Levy Pl, New York, NY, 10029, USA
| | - Crispin Goytia
- Department of Population Health Science & Policy, Icahn School of Medicine at Mount Sinai, 1425 Madison Avenue Box 1077, New York, NY, 10029, USA
| | - Katerina Andreadis
- Department of Population Health Sciences, Weill Cornell Medical College, 402 E. 67Th Street, New York, NY, 10065, USA
| | - Hsin-Hui Huang
- Institute for Healthcare Delivery Science, Department of Population Health Science & Policy, Icahn School of Medicine at Mount Sinai, 1425 Madison Avenue Box 1077, New York, NY, 10029, USA
- Department of Orthopedics, Icahn School of Medicine at Mount Sinai, 1425 Madison Avenue Box 1077, New York, NY, 10029, USA
| | - Natalie C Benda
- Department of Population Health Sciences, Weill Cornell Medical College, 402 E. 67Th Street, New York, NY, 10065, USA
| | - Jenny J Lin
- Department of Medicine, Division of General Internal Medicine, Icahn School of Medicine at Mount Sinai, 17 E. 102nd Street Box 1087, New York, NY, 10029, USA
| | - Carol Horowitz
- Department of Population Health Science & Policy, Icahn School of Medicine at Mount Sinai, 1425 Madison Avenue Box 1077, New York, NY, 10029, USA
| | - Rainu Kaushal
- Department of Population Health Sciences, Weill Cornell Medical College, 402 E. 67Th Street, New York, NY, 10065, USA
| | - Jessica S Ancker
- Department of Biomedical Informatics, Vanderbilt University Medical Center, 2525 West End Ave., Rm 14122, Nashville, TN, USA
| | - Jashvant Poeran
- Institute for Healthcare Delivery Science, Department of Population Health Science & Policy, Icahn School of Medicine at Mount Sinai, 1425 Madison Avenue Box 1077, New York, NY, 10029, USA.
- Department of Orthopedics, Icahn School of Medicine at Mount Sinai, 1425 Madison Avenue Box 1077, New York, NY, 10029, USA.
- Department of Medicine, Icahn School of Medicine at Mount Sinai, 1425 Madison Avenue Box 1077, New York, NY, 10029, USA.
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15
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Demaerschalk BM, Coffey JD, Lunde JJ, Speltz BL, Oyarzabal BA, Copeland BJ. Rationale for Establishing a Digital Health Research Center at Mayo Clinic. MAYO CLINIC PROCEEDINGS. DIGITAL HEALTH 2023; 1:343-348. [PMID: 40206626 PMCID: PMC11975741 DOI: 10.1016/j.mcpdig.2023.06.001] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 04/11/2025]
Affiliation(s)
- Bart M. Demaerschalk
- Department of Neurology, Mayo Clinic College of Medicine and Science, Center for Digital Health Mayo Clinic, Phoenix, AZ
| | - Jordan D. Coffey
- Research and Outcomes Unit, Center for Digital Health, Mayo Clinic, Rochester, MN
| | - Julianne J. Lunde
- Research and Outcomes Unit, Center for Digital Health, Mayo Clinic, Rochester, MN
| | - Brenda L. Speltz
- Research and Outcomes Unit, Center for Digital Health, Mayo Clinic, Rochester, MN
| | - Beatriz A. Oyarzabal
- Research and Outcomes Unit, Center for Digital Health, Mayo Clinic, Rochester, MN
| | - Barbara J. Copeland
- Research and Outcomes Unit, Center for Digital Health, Mayo Clinic, Rochester, MN
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16
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Scruth E, Betts R. Determining quality metrics for the intensive care unit: Is it time for data sharing and new metrics? Aust Crit Care 2023; 36:293-294. [PMID: 37121628 DOI: 10.1016/j.aucc.2023.03.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/02/2023] Open
Affiliation(s)
- Elizabeth Scruth
- Executive Director Clinical Quality Programs, Data Analytics and Tele Critical Care, NCAL Safety, Quality and Regulatory Services- Kaiser Foundation Hospital and Health Plan, 1950 Franklin Street, 14th Floor, Oakland, CA. 94612, USA
| | - Robin Betts
- Vice President, Safety, Quality & Regulatory Services, Kaiser Foundation Health Plan & Hospitals, Northern California, 1950 Franklin Street, 20th Floor, Oakland, CA 94612 USA
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17
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Schwamm LH, Silva GS. Advances in Digital Health. Stroke 2023; 54:870-872. [PMID: 36848430 DOI: 10.1161/strokeaha.123.042098] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/01/2023]
Affiliation(s)
- Lee H Schwamm
- Mass General Hospital, Harvard Medical School, Boston, MA (L.H.S.)
| | - Gisele Sampaio Silva
- Federal University of São Paulo, and Albert Einstein Hospital, SP, Brazil (G.S.S.)
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18
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Ho FF, Xu S, Kwong TMH, Li ASC, Ha EH, Hua H, Liong C, Leung KC, Leung TH, Lin Z, Wong SYS, Pan F, Chung VCH. Prevalence, Patterns, and Clinical Severity of Long COVID among Chinese Medicine Telemedicine Service Users: Preliminary Results from a Cross-Sectional Study. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2023; 20:1827. [PMID: 36767195 PMCID: PMC9914360 DOI: 10.3390/ijerph20031827] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/04/2023] [Revised: 01/11/2023] [Accepted: 01/16/2023] [Indexed: 06/18/2023]
Abstract
INTRODUCTION The emergence and persistence of symptoms after acute COVID-19 is expected to become a major burden on healthcare systems. We assessed the features of the post-COVID-19 Syndrome (Long COVID) burden in a cohort of COVID-19 patients during the fifth major wave in Hong Kong. METHODS A cross-sectional study of 135 patients with confirmed COVID-19 from Feb to Apr 2022 who utilized traditional Chinese medicine telemedicine services was conducted. The COVID-19 Yorkshire Rehabilitation Scale was administered using an online survey 12 weeks after the COVID-19 infection. Prevalence of symptom severity and functional impairments were assessed to identify burdens and patterns. The correlation between symptom severity, functional impairments, patient characteristics, and overall health was evaluated. RESULTS The mean age was 46.8 years, with 46 (34.1%) males. Symptoms, functional impairments, and overall health worsened significantly when compared to the status prior to the infection. More than 50% reported the following sequelae 12 weeks after the acute infection: breathlessness, laryngeal or airway complications, fatigue, weakness, sleep, cognition, and anxiety. The presence of a single symptom or functional impairment significantly correlated with at least seven other problems positively, except for pain. Severity tended to be higher among vulnerable groups, including those who were chronic disease patients, older, less well educated, female, or had incomplete COVID-19 vaccinations. CONCLUSIONS Long COVID is a significant healthcare burden among telemedicine users in Hong Kong, with complex needs for symptom and functional impairment management. Designing relevant health and rehabilitation services tailored to the needs of these patients is warranted.
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Affiliation(s)
- Fai Fai Ho
- School of Chinese Medicine, Faculty of Medicine, The Chinese University of Hong Kong, Shatin 999077, Hong Kong
| | - Shanshan Xu
- The Jockey Club School of Public Health and Primary Care, The Chinese University of Hong Kong, Shatin 999077, Hong Kong
- Department of Epidemiology & Biostatistics, School of Public Health, Anhui Medical University, Hefei 230032, China
| | - Talos Ming Hong Kwong
- The Jockey Club School of Public Health and Primary Care, The Chinese University of Hong Kong, Shatin 999077, Hong Kong
| | - Angus Siu-cheong Li
- The Jockey Club School of Public Health and Primary Care, The Chinese University of Hong Kong, Shatin 999077, Hong Kong
| | - Eun Hae Ha
- School of Chinese Medicine, Faculty of Medicine, The Chinese University of Hong Kong, Shatin 999077, Hong Kong
- The Chinese University of Hong Kong Chinese Medicine Specialty Clinic cum Clinical Teaching and Research Centre, School of Chinese Medicine, Faculty of Medicine, The Chinese University of Hong Kong, Shatin 999077, Hong Kong
| | - Heyu Hua
- School of Chinese Medicine, Faculty of Medicine, The Chinese University of Hong Kong, Shatin 999077, Hong Kong
- The Chinese University of Hong Kong Chinese Medicine Specialty Clinic cum Clinical Teaching and Research Centre, School of Chinese Medicine, Faculty of Medicine, The Chinese University of Hong Kong, Shatin 999077, Hong Kong
| | - Ching Liong
- School of Chinese Medicine, Faculty of Medicine, The Chinese University of Hong Kong, Shatin 999077, Hong Kong
- The Chinese University of Hong Kong Chinese Medicine Specialty Clinic cum Clinical Teaching and Research Centre, School of Chinese Medicine, Faculty of Medicine, The Chinese University of Hong Kong, Shatin 999077, Hong Kong
| | - Kwan Chi Leung
- School of Chinese Medicine, Faculty of Medicine, The Chinese University of Hong Kong, Shatin 999077, Hong Kong
- The Chinese University of Hong Kong Chinese Medicine Specialty Clinic cum Clinical Teaching and Research Centre, School of Chinese Medicine, Faculty of Medicine, The Chinese University of Hong Kong, Shatin 999077, Hong Kong
| | - Ting Hung Leung
- School of Chinese Medicine, Faculty of Medicine, The Chinese University of Hong Kong, Shatin 999077, Hong Kong
- The Chinese University of Hong Kong Chinese Medicine Specialty Clinic cum Clinical Teaching and Research Centre, School of Chinese Medicine, Faculty of Medicine, The Chinese University of Hong Kong, Shatin 999077, Hong Kong
| | - Zhixiu Lin
- School of Chinese Medicine, Faculty of Medicine, The Chinese University of Hong Kong, Shatin 999077, Hong Kong
- The Chinese University of Hong Kong Chinese Medicine Specialty Clinic cum Clinical Teaching and Research Centre, School of Chinese Medicine, Faculty of Medicine, The Chinese University of Hong Kong, Shatin 999077, Hong Kong
| | - Samuel Yeung-Shan Wong
- The Jockey Club School of Public Health and Primary Care, The Chinese University of Hong Kong, Shatin 999077, Hong Kong
| | - Faming Pan
- Department of Epidemiology & Biostatistics, School of Public Health, Anhui Medical University, Hefei 230032, China
| | - Vincent Chi Ho Chung
- School of Chinese Medicine, Faculty of Medicine, The Chinese University of Hong Kong, Shatin 999077, Hong Kong
- The Jockey Club School of Public Health and Primary Care, The Chinese University of Hong Kong, Shatin 999077, Hong Kong
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Schwamm LH. Demystifying Clinical Appropriateness in Virtual Care and What Is Ahead for Pay Parity: Proceedings of the 3rd Annual Mass General Brigham Virtual Care Symposium. TELEMEDICINE REPORTS 2023; 4:1-2. [PMID: 37139356 PMCID: PMC10150708 DOI: 10.1089/tmr.2023.0015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 04/05/2023] [Indexed: 05/05/2023]
Affiliation(s)
- Lee H. Schwamm
- Department of Neurology, Massachusetts General Hospital, Mass General Brigham Health System and Harvard Medical School, Boston, Massachusetts, USA
- Address correspondence to: Lee H. Schwamm, MD, Department of Neurology—ACC 720, Massachusetts General Hospital, Mass General Brigham Health System and Harvard Medical School, 55 Fruit Street, Boston, MA 02114, USA.
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