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Yusoff HM, Mohamed NC, Yew SQ, Nawi AM, Rashidah Ismail OH, Tohit NM, Mohamed Z, Noordin MAM, Mohd FH, Shariff MIA, Shaharum MH, Rahman AA, Dapari R. Prevalence and risk factors of long covid and its associated adverse work outcomes among workers in the manufacturing sector in Malaysia - a mixed-methods study protocol. JOURNAL OF HEALTH, POPULATION, AND NUTRITION 2024; 43:194. [PMID: 39707582 DOI: 10.1186/s41043-024-00696-z] [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: 09/03/2024] [Accepted: 11/18/2024] [Indexed: 12/23/2024]
Abstract
BACKGROUND The manufacturing sector in Malaysia has been severely impacted by the COVID-19 pandemic. This is further exacerbated by Long COVID-19 symptoms among the manufacturing workers, which are proven to influence work performance and quality of life. Of note, there is currently a lack of knowledge regarding the burden of Long COVID-19 in the Malaysian manufacturing sector. As such, our study aims to investigate the prevalence and risk factors of Long COVID-19 symptoms among the manufacturing workers, and subsequently assess the prevalence and risk factors of adverse work outcomes among the workers with Long Covid-19 symptoms. METHODS This is an exploratory mixed-methods study. In phase 1 (qualitative phase), three groups of participants (i.e., clinicians, employers, and workers) will be invited to participate to focus group discussions (FGDs) until thematic saturation. The aim of the FGDs is to explore the understanding, experience, and potential risk factors of Long Covid-19 among manufacturing workers. Findings from the FGDs will be analysed thematically. Themes generated from the FGDs will be used to generate items in a new questionnaire. The newly developed questionnaire will be validated using a fuzzy Delphi study, which will also be conducted among clinicians, employers, and workers. Phase 2 is a cross-sectional study that will be conducted among manufacturing workers across all states in Malaysia to identify the prevalence and risk factors of Long COVID-19, as well as the prevalence and risk factors of adverse work outcomes among workers with Long COVID-19. A multistage cluster sampling will be used to collect data from 4500 manufacturing workers in Malaysia. Logistic regression will be performed to determine the association between risk factors with both Long COVID-19 and adverse work outcomes. CONCLUSION Once the prevalence and risk factors of Long COVID and its associated adverse work outcome are identified, timely support and effective interventions could be provided to manufacturing workers to maintain their health and productivity. ETHICAL CONSIDERATIONS Ethical approval has been granted by the Research Ethics Committee of the National University of Malaysia (JEP-2023-607) and the Medical Research and Ethics Committee (MREC) Malaysia (NMRR ID-23-03310-H3E).
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Affiliation(s)
- Hanizah Mohd Yusoff
- Department of Public Health Medicine, Faculty of Medicine, Universiti Kebangsaan Malaysia, Jalan Yaacob Latif, Bandar Tun Razak, Cheras, Kuala Lumpur, 56000, Malaysia
| | - Norfariha Che Mohamed
- Ministry of Health, Complex E, Federal Government Administrative Centre, Putrajaya, 62590, Malaysia
| | - Sheng Qian Yew
- Department of Public Health Medicine, Faculty of Medicine, Universiti Kebangsaan Malaysia, Jalan Yaacob Latif, Bandar Tun Razak, Cheras, Kuala Lumpur, 56000, Malaysia.
| | - Azmawati Mohammed Nawi
- Department of Public Health Medicine, Faculty of Medicine, Universiti Kebangsaan Malaysia, Jalan Yaacob Latif, Bandar Tun Razak, Cheras, Kuala Lumpur, 56000, Malaysia
| | - Ohnmar Htwe Rashidah Ismail
- Faculty of Medicine, Universiti Sultan Zainal Abidin (UniSZA), Gong Badak, Kuala Nerus, Terengganu, 21300, Malaysia
| | - Noorlaili Mohd Tohit
- Department of Family Medicine, Faculty of Medicine, Universiti Kebangsaan Malaysia, Jalan Yaacob Latif, Bandar Tun Razak, Cheras, Kuala Lumpur, 56000, Malaysia
| | - Zuraida Mohamed
- Negeri Sembilan State Health Department, Jalan Rasah, Negeri Sembilan, Seremban, 70300, Malaysia
| | - Muhamad Ariff Muhamad Noordin
- Research Management Center, Research and Development Department, National Institute of Occupational Safety and Health, Lot 1, Jalan 15/1, Section 15, Bandar Baru Bangi, 43650, Selangor, Malaysia
| | - Fazlin Hazirah Mohd
- UKM Pakarunding, Universiti Kebangsaan Malaysia, Level 3, Bangunan Wawasan, Bangi, Selangor, 43600, Malaysia
| | | | - Muaz Haqim Shaharum
- UKM Pakarunding, Universiti Kebangsaan Malaysia, Level 3, Bangunan Wawasan, Bangi, Selangor, 43600, Malaysia
| | - Anita Abd Rahman
- Department of Community Health, Faculty of Medicine and Health Sciences, Universiti Putra Malaysia, Serdang, 43400, Selangor, Malaysia
| | - Rahmat Dapari
- Department of Community Health, Faculty of Medicine and Health Sciences, Universiti Putra Malaysia, Serdang, 43400, Selangor, Malaysia
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2
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Kim C, Lin C, Wong M, Al Hamour Al Jarad S, Gao A, Kaufman N, McDuff K, Brown DA, Cobbing S, Minor A, Chan Carusone S, O'Brien KK. Experiences of physiotherapists working with adults living with Long COVID in Canada: a qualitative study. BMJ Open 2024; 14:e086357. [PMID: 39510792 PMCID: PMC11552558 DOI: 10.1136/bmjopen-2024-086357] [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: 03/12/2024] [Accepted: 09/16/2024] [Indexed: 11/15/2024] Open
Abstract
OBJECTIVES To explore experiences of physiotherapists working with adults living with Long COVID in Canada. DESIGN Cross-sectional descriptive qualitative study involving online semi-structured interviews. PARTICIPANTS We recruited physiotherapists in Canada who self-identified as having clinically treated one or more adults living with Long COVID in the past year. DATA COLLECTION Using an interview guide, we inquired about physiotherapists' knowledge of Long COVID, assessment and treatment experiences, perspectives on physiotherapists' roles, contextual and implementation factors influencing rehabilitative outcomes, and their recommendations for Long COVID rehabilitation. Interviews were audio-recorded, transcribed verbatim and analysed using a group-based thematic analytical approach. We administered a demographic questionnaire to describe sample characteristics. RESULTS 13 physiotherapists from five provinces participated; most were women (n=8; 62%) and practised in urban settings (n=11; 85%). Participants reported variable amounts of knowledge of existing guidelines and experiences working with adults living with Long COVID in the past year. Physiotherapists characterised their experiences working with adults living with Long COVID as a dynamic process involving: (1) a disruption to the profession (encountering a new patient population and pivoting to new models of care delivery), followed by (2) a cyclical process of learning curves and evolving roles of physiotherapists working with persons living with Long COVID (navigating uncertainty, keeping up with rapidly emerging evidence, trial and error, adapting mindset and rehabilitative approaches and growing prominence of roles as advocate and collaborator). Participants recommended the need for education and training, active and open-minded listening with patients, interdisciplinary models of care, and organisational- and system-level improvements to foster access to care. CONCLUSIONS Physiotherapists' experiences involved a disruption to the profession followed by a dynamic process of learning curves and evolving roles in Long COVID rehabilitation. Not all participants demonstrated an in-depth understanding of existing Long COVID rehabilitation guidelines. Results may help inform physiotherapy education in Long COVID rehabilitation.
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Affiliation(s)
- Caleb Kim
- Department of Physical Therapy, Temerty Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada
| | - Chantal Lin
- Department of Physical Therapy, Temerty Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada
| | - Michelle Wong
- Department of Physical Therapy, Temerty Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada
| | - Shahd Al Hamour Al Jarad
- Department of Physical Therapy, Temerty Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada
| | - Amy Gao
- Department of Physical Therapy, Temerty Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada
| | - Nicole Kaufman
- Department of Physical Therapy, Temerty Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada
| | - Kiera McDuff
- Department of Physical Therapy, Temerty Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada
| | - Darren A. Brown
- Long COVID Physio, London, UK
- Therapies Department, Chelsea and Westminster Hospital NHS Foundation Trust, London, UK
| | - Saul Cobbing
- Department of Physical Therapy, Temerty Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada
- Physiotherapy, University of KwaZulu-Natal, Durban, South Africa
| | | | - Soo Chan Carusone
- Collaborative for Health and Aging, McMaster University, Hamilton, Ontario, Canada
| | - Kelly K O'Brien
- Department of Physical Therapy, Temerty Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada
- Institute of Health Policy, Management and Evaluation (IHPME), Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
- Rehabilitation Science Research Network for COVID, Temerty Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada
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3
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MacEwan SR, Rahurkar S, Tarver WL, Eiterman LP, Melnyk H, Olvera RG, Eramo JL, Teuschler L, Gaughan AA, Rush LJ, Stanwick S, Burpee SB, McConnell E, Schamess A, McAlearney AS. The Impact of Long COVID on Employment and Well-Being: A Qualitative Study of Patient Perspectives. J Gen Intern Med 2024:10.1007/s11606-024-09062-5. [PMID: 39379779 DOI: 10.1007/s11606-024-09062-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/08/2024] [Accepted: 09/20/2024] [Indexed: 10/10/2024]
Abstract
BACKGROUND Exploring the experiences of Long COVID patients who face challenges with employment may inform improvements in how healthcare systems can provide holistic care for this patient population. OBJECTIVE Understand perspectives about the impact of Long COVID on employment and well-being among patients seeking healthcare for Long COVID. DESIGN Qualitative study involving one-on-one interviews. PARTICIPANTS Eligible participants were 18 years of age or older, spoke English, self-reported as doing well in daily life before having COVID-19, and reported that COVID-19 was still having a significant impact on their life three or more months following an acute infection. APPROACH Participants were recruited from a post-COVID recovery clinic at an academic medical center. Interviews were conducted from August to September 2022. KEY RESULTS Among all participants (N = 21), most described that they were not able to work at a capacity equivalent to their norm pre-COVID-19. For those who continued working after their COVID-19 infection, the effort and energy required for work left little capacity to participate in other life activities and made it difficult to attend recommended healthcare appointments. Participants reported financial impacts of changes in employment including loss of income and changes in insurance, which were compounded by high healthcare costs. Changes in employment resulted in emotional repercussions including feelings of loss of self-identity and fear of judgement at work. Participants discussed issues surrounding access to strategies to address challenges posed by the impact of Long COVID on employment, including strategies learned from healthcare providers to cope with Long COVID symptoms at work and efforts to seek disability benefits or workplace accommodations. CONCLUSIONS Patients with Long COVID may face significant challenges due to changes in their ability to work. Healthcare providers can support these patients by connecting them to financial assistance resources, facilitating appropriate mental health treatment, and expediting workplace accommodation requests.
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Affiliation(s)
- Sarah R MacEwan
- Division of General Internal Medicine, College of Medicine, The Ohio State University, Columbus, OH, USA.
- Center for the Advancement of Team Science, Analytics, and Systems Thinking in Health Services and Implementation Science Research (CATALYST), College of Medicine, The Ohio State University, Columbus, OH, USA.
| | - Saurabh Rahurkar
- Center for the Advancement of Team Science, Analytics, and Systems Thinking in Health Services and Implementation Science Research (CATALYST), College of Medicine, The Ohio State University, Columbus, OH, USA
- Department of Biomedical Informatics, College of Medicine, The Ohio State University, Columbus, OH, USA
| | - Willi L Tarver
- Center for the Advancement of Team Science, Analytics, and Systems Thinking in Health Services and Implementation Science Research (CATALYST), College of Medicine, The Ohio State University, Columbus, OH, USA
- Division of Cancer Prevention and Control, The Ohio State University, Columbus, OH, USA
| | - Leanna Perez Eiterman
- Center for the Advancement of Team Science, Analytics, and Systems Thinking in Health Services and Implementation Science Research (CATALYST), College of Medicine, The Ohio State University, Columbus, OH, USA
| | - Halia Melnyk
- Center for the Advancement of Team Science, Analytics, and Systems Thinking in Health Services and Implementation Science Research (CATALYST), College of Medicine, The Ohio State University, Columbus, OH, USA
| | - Ramona G Olvera
- Center for the Advancement of Team Science, Analytics, and Systems Thinking in Health Services and Implementation Science Research (CATALYST), College of Medicine, The Ohio State University, Columbus, OH, USA
| | - Jennifer L Eramo
- Center for the Advancement of Team Science, Analytics, and Systems Thinking in Health Services and Implementation Science Research (CATALYST), College of Medicine, The Ohio State University, Columbus, OH, USA
| | - Lauren Teuschler
- Center for the Advancement of Team Science, Analytics, and Systems Thinking in Health Services and Implementation Science Research (CATALYST), College of Medicine, The Ohio State University, Columbus, OH, USA
| | - Alice A Gaughan
- Center for the Advancement of Team Science, Analytics, and Systems Thinking in Health Services and Implementation Science Research (CATALYST), College of Medicine, The Ohio State University, Columbus, OH, USA
| | - Laura J Rush
- Center for the Advancement of Team Science, Analytics, and Systems Thinking in Health Services and Implementation Science Research (CATALYST), College of Medicine, The Ohio State University, Columbus, OH, USA
| | - Stacy Stanwick
- Division of General Internal Medicine, College of Medicine, The Ohio State University, Columbus, OH, USA
| | - Susan Bowman Burpee
- Department of Physical Medicine and Rehabilitation, College of Medicine, The Ohio State University, Columbus, OH, USA
| | - Erin McConnell
- Division of General Internal Medicine, College of Medicine, The Ohio State University, Columbus, OH, USA
| | - Andrew Schamess
- Division of General Internal Medicine, College of Medicine, The Ohio State University, Columbus, OH, USA
| | - Ann Scheck McAlearney
- Center for the Advancement of Team Science, Analytics, and Systems Thinking in Health Services and Implementation Science Research (CATALYST), College of Medicine, The Ohio State University, Columbus, OH, USA
- Department of Biomedical Informatics, College of Medicine, The Ohio State University, Columbus, OH, USA
- Department of Family and Community Medicine, College of Medicine, The Ohio State University, Columbus, OH, USA
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4
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O'Brien KK, McDuff K, Chattu VK, Churchill K, Colantonio A, Davenport TE, Gross DP, Jaglal S, Kho M, Leighton J, Premnazeer M, Rendely A, Scali O, Skoretz S, Wasilewski M, Cameron JI. A framework of research priorities in COVID rehabilitation from the Rehabilitation Science Research Network for COVID: an international consultation involving qualitative and quantitative research. Disabil Rehabil 2024:1-10. [PMID: 39049529 DOI: 10.1080/09638288.2024.2382904] [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: 11/17/2023] [Revised: 07/15/2024] [Accepted: 07/17/2024] [Indexed: 07/27/2024]
Abstract
PURPOSE To identify research priorities related to COVID rehabilitation from the perspectives of persons with lived experiences, clinicians, researchers, community organization and policy representatives. MATERIALS & METHODS We conducted five international consultations to identify key issues and research priorities in COVID rehabilitation using (i) web-based questionnaires, (ii) synchronous discussions, and (iii) content analysis of COVID rehabilitation research conference presentations. We collated responses and notes and then analyzed data using content analytical techniques. RESULTS The Framework of Research Priorities in COVID Rehabilitation includes five priorities that span health and disability across COVID-19 and Long COVID illness trajectories: (1) understanding experiences of episodic disability; (2) assessing episodic disability; (3) identifying and examining safe approaches to rehabilitation; (4) examining the role, implementation, and impact of models of rehabilitation care; and (5) examining access to safe, timely and appropriate rehabilitation and other health care provider services. The Framework identifies target populations, methodological considerations, and highlights the importance of integrated knowledge translation and exchange in advancing scientific evidence, clinical education, practice, and COVID rehabilitation policy. CONCLUSIONS This Framework provides a foundation to advance COVID, disability and rehabilitation research to advance the health and well-being of persons with COVID-19, Long COVID, and their caregivers.Implications for rehabilitationPersons with COVID-19 or Long COVID and their caregivers may experience multi-dimensional forms of disability spanning physical, cognitive, emotional health challenges, difficulties with daily function, and social inclusion, which individually and/or collectively may be unpredictable, episodic and/or chronic in nature.Rehabilitation has a role in preventing or mitigating disability and enhancing health outcomes for persons with COVID-19, Long COVID and their caregivers.The Framework of Research Priorities COVID Rehabilitation includes five overlapping research priorities spanning health and disability across COVID trajectories: (1) understanding experiences of episodic disability; (2) assessing episodic disability; (3) identifying and examining safe approaches to rehabilitation; (4) examining the role, implementation, and impact of models of rehabilitation care; and (5) examining access to safe, timely and appropriate rehabilitation and other health care provider services.The research priorities in the Framework represent a comprehensive approach to examine disability and rehabilitation across COVID illness trajectories and the broad continuums of rehabilitation care to provide a coordinated and collaborative approach to advancing evidence in COVID disability and rehabilitation.This Framework provides a foundation for international and interdisciplinary collaborations, to advance COVID disability and rehabilitation research to enhance health outcomes of persons with COVID-19, Long COVID, and their caregivers.
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Affiliation(s)
- Kelly K O'Brien
- Department of Physical Therapy, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada
- Rehabilitation Sciences Institute, University of Toronto, Toronto, ON, Canada
- Institute of Health Policy, Management and Evaluation, Dalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada
| | - Kiera McDuff
- Department of Physical Therapy, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada
| | - Vijay Kumar Chattu
- Rehabilitation Sciences Institute, University of Toronto, Toronto, ON, Canada
| | - Katie Churchill
- Rehabilitative Care Alliance, Ottawa, ON, Canada
- Department of Occupational Science and Occupational Therapy, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada
| | - Angela Colantonio
- Rehabilitation Sciences Institute, University of Toronto, Toronto, ON, Canada
- Department of Occupational Science and Occupational Therapy, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada
- Toronto Rehab Institute, University Health Network, Toronto, ON, Canada
| | - Todd E Davenport
- Department of Physical Therapy, School of Health Sciences, University of the Pacific, Stockton, CA, USA
| | - Douglas P Gross
- Department of Physical Therapy, Faculty of Rehabilitation Medicine, University of Alberta, Edmonton, AB, Canada
| | - Susan Jaglal
- Department of Physical Therapy, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada
- Rehabilitation Sciences Institute, University of Toronto, Toronto, ON, Canada
| | - Michelle Kho
- School of Rehabilitation Sciences, McMaster University, Hamilton, ON, Canada
| | - Jaylyn Leighton
- St. John's Rehab Program, Sunnybrook Research Institute, Toronto, ON, Canada
| | - Meera Premnazeer
- Rehabilitation Sciences Institute, University of Toronto, Toronto, ON, Canada
| | - Alexandra Rendely
- Toronto Rehab Institute, University Health Network, Toronto, ON, Canada
| | - Orianna Scali
- Rehabilitation Sciences Institute, University of Toronto, Toronto, ON, Canada
| | - Stacey Skoretz
- School of Audiology & Speech Sciences, University of British Columbia, Vancouver, BC, Canada
| | - Marina Wasilewski
- Department of Occupational Science and Occupational Therapy, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada
- St. John's Rehab Program, Sunnybrook Research Institute, Toronto, ON, Canada
| | - Jill I Cameron
- Rehabilitation Sciences Institute, University of Toronto, Toronto, ON, Canada
- Department of Occupational Science and Occupational Therapy, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada
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5
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Sawano M, Wu Y, Shah RM, Zhou T, Arun AS, Khosla P, Kaleem S, Vashist A, Bhattacharjee B, Ding Q, Lu Y, Caraballo C, Warner F, Huang C, Herrin J, Putrino D, Michelsen T, Fisher L, Adinig C, Iwasaki A, Krumholz HM. Long COVID Characteristics and Experience: A Descriptive Study From the Yale LISTEN Research Cohort. Am J Med 2024:S0002-9343(24)00238-9. [PMID: 38663793 DOI: 10.1016/j.amjmed.2024.04.015] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/04/2024] [Revised: 04/04/2024] [Accepted: 04/05/2024] [Indexed: 08/03/2024]
Abstract
BACKGROUND The experience of people with long COVID needs further amplification, especially with a comprehensive focus on symptomatology, treatments, and the impact on daily life and finances. Our intent is to describe the experience of people with long COVID symptomatology and characterize the psychological, social, and financial challenges they experience. METHODS We collected data from individuals aged 18 and older reporting long COVID as participants in the Yale Listen to Immune, Symptom and Treatment Experiences Now study. The sample population included 441 participants surveyed between May 2022 and July 2023. We evaluated their demographic characteristics, socioeconomic and psychological status, index infection period, health status, quality of life, symptoms, treatments, prepandemic comorbidities, and new-onset conditions. RESULTS Overall, the median age of the participants with long COVID was 46 years (interquartile range [IQR]: 38-57 years); 74% were women, 86% were non-Hispanic White, and 93% were from the United States. Participants reported a low health status measured by the Euro-QoL visual analog scale, with a median score of 49 (IQR: 32-61). Participants documented a diverse range of symptoms, with all 96 possible symptom choices being reported. Additionally, participants had tried many treatments (median number of treatments: 19, IQR: 12-28). They were also experiencing psychological distress, social isolation, and financial stress. CONCLUSIONS Despite having tried numerous treatments, participants with long COVID continued to experience an array of health and financial challenges-findings that underscore the failure of the healthcare system to address the medical needs of people with long COVID. These insights highlight the need for crucial medical, mental health, financial, and community support services, as well as further scientific investigation to address the complex impact of long COVID.
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Affiliation(s)
- Mitsuaki Sawano
- Center for Outcomes Research and Evaluation, Yale New Haven Hospital, New Haven, Conn; Section of Cardiovascular Medicine, Department of Internal Medicine, Yale School of Medicine, New Haven, Conn
| | - Yilun Wu
- Center for Outcomes Research and Evaluation, Yale New Haven Hospital, New Haven, Conn; Department of Biostatistics, Yale School of Public Health, New Haven, Conn
| | - Rishi M Shah
- Center for Outcomes Research and Evaluation, Yale New Haven Hospital, New Haven, Conn; Department of Applied Mathematics, Yale College, New Haven, Conn
| | | | | | | | - Shayaan Kaleem
- Temerty Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada
| | - Anushree Vashist
- Center for Outcomes Research and Evaluation, Yale New Haven Hospital, New Haven, Conn; The College at the University of Chicago, Chicago, Ill
| | - Bornali Bhattacharjee
- Center for Infection and Immunity, Yale School of Medicine, New Haven, Conn; Department of Immunobiology, Yale School of Medicine, New Haven, Conn
| | - Qinglan Ding
- College of Health and Human Sciences, Purdue University, West Lafayette, Ind
| | - Yuan Lu
- Center for Outcomes Research and Evaluation, Yale New Haven Hospital, New Haven, Conn; Section of Cardiovascular Medicine, Department of Internal Medicine, Yale School of Medicine, New Haven, Conn; Department of Biomedical Informatics and Data Science, Yale School of Medicine, New Haven, Conn; Department of Chronic Disease Epidemiology, Yale School of Public Health, New Haven, Conn
| | - César Caraballo
- Center for Outcomes Research and Evaluation, Yale New Haven Hospital, New Haven, Conn; Department of Internal Medicine, Yale School of Medicine, New Haven, Conn
| | - Frederick Warner
- Center for Outcomes Research and Evaluation, Yale New Haven Hospital, New Haven, Conn; Section of Cardiovascular Medicine, Department of Internal Medicine, Yale School of Medicine, New Haven, Conn
| | - Chenxi Huang
- Center for Outcomes Research and Evaluation, Yale New Haven Hospital, New Haven, Conn; Section of Cardiovascular Medicine, Department of Internal Medicine, Yale School of Medicine, New Haven, Conn
| | - Jeph Herrin
- Section of Cardiovascular Medicine, Department of Internal Medicine, Yale School of Medicine, New Haven, Conn
| | - David Putrino
- Rehabilitation and Human Performance, Icahn School of Medicine at Mount Sinai, New York, NY
| | | | | | | | - Akiko Iwasaki
- Center for Infection and Immunity, Yale School of Medicine, New Haven, Conn; Department of Immunobiology, Yale School of Medicine, New Haven, Conn; Howard Hughes Medical Institute, Chevy Chase, Md
| | - Harlan M Krumholz
- Center for Outcomes Research and Evaluation, Yale New Haven Hospital, New Haven, Conn; Section of Cardiovascular Medicine, Department of Internal Medicine, Yale School of Medicine, New Haven, Conn; Center for Infection and Immunity, Yale School of Medicine, New Haven, Conn; Department of Health Policy and Management, Yale School of Public Health, New Haven, Conn.
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6
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Sivan M, Smith AB, Osborne T, Goodwin M, Lawrence RR, Baley S, Williams P, Lee C, Davies H, Balasundaram K, Greenwood DC. Long COVID Clinical Severity Types Based on Symptoms and Functional Disability: A Longitudinal Evaluation. J Clin Med 2024; 13:1908. [PMID: 38610673 PMCID: PMC11012375 DOI: 10.3390/jcm13071908] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2024] [Revised: 03/19/2024] [Accepted: 03/22/2024] [Indexed: 04/14/2024] Open
Abstract
Background: Long COVID (LC) is a multisystem clinical syndrome with functional disability and compromised overall health. Information on LC clinical severity types is emerging in cross-sectional studies. This study explored the pattern and consistency of long COVID (LC) clinical severity types over time in a prospective sample. Methods: Participants with LC completed the condition-specific outcome measure C19-YRSm (Yorkshire Rehabilitation Scale modified version) at two assessment time points. A cluster analysis for clinical severity types was undertaken at both time points using the k-means partition method. Results: The study included cross-sectional data for 759 patients with a mean age of 46.8 years (SD = 12.7), 69.4% females, and a duration of symptoms of 360 days (IQR 217 to 703 days). The cluster analysis at first assessment revealed three distinct clinical severity type clusters: mild (n = 96), moderate (n = 422), and severe (n = 241). Longitudinal data on 356 patients revealed that the pattern of three clinical severity types remained consistent over time between the two assessments, with 51% of patients switching clinical severity types between the assessments. Conclusions: This study is the first of its kind to demonstrate that the pattern of three clinical severity types is consistent over time, with patients also switching between severity types, indicating the fluctuating nature of LC.
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Affiliation(s)
- Manoj Sivan
- Leeds Institute of Rheumatic and Musculoskeletal Medicine, University of Leeds, Leeds LS7 4SA, UK; (T.O.); (M.G.); (R.R.L.)
- COVID Rehabilitation Service, Leeds Community Healthcare NHS Trust, Leeds LS11 0DL, UK
- National Demonstration Centre of Rehabilitation Medicine, Leeds Teaching Hospitals NHS Trust, Leeds LS7 4SA, UK
| | - Adam B. Smith
- School of Medicine, University of Leeds, Leeds LS2 9JT, UK; (A.B.S.); (D.C.G.)
- Leeds Institute for Data Analytics, University of Leeds, Leeds LS2 9JT, UK
| | - Thomas Osborne
- Leeds Institute of Rheumatic and Musculoskeletal Medicine, University of Leeds, Leeds LS7 4SA, UK; (T.O.); (M.G.); (R.R.L.)
| | - Madeline Goodwin
- Leeds Institute of Rheumatic and Musculoskeletal Medicine, University of Leeds, Leeds LS7 4SA, UK; (T.O.); (M.G.); (R.R.L.)
| | - Román Rocha Lawrence
- Leeds Institute of Rheumatic and Musculoskeletal Medicine, University of Leeds, Leeds LS7 4SA, UK; (T.O.); (M.G.); (R.R.L.)
- ELAROS 24/7 Digital Company, Sheffield S1 2BJ, UK
| | - Sareeta Baley
- Birmingham Community Healthcare NHS Trust, Birmingham B7 4BN, UK;
| | - Paul Williams
- Hertfordshire Community NHS Trust, Welwyn AL6 9PW, UK;
| | - Cassie Lee
- Imperial College Healthcare NHS Trust, London W2 1NY, UK;
| | - Helen Davies
- Cardiff and Vale University Hospitals NHS Trust, Cardiff CF14 4XW, UK;
| | - Kumaran Balasundaram
- NIHR Leicester Biomedical Research Centre—Respiratory & Infection Theme, Glenfield Hospital, Leicester LE3 9QP, UK;
| | - Darren C. Greenwood
- School of Medicine, University of Leeds, Leeds LS2 9JT, UK; (A.B.S.); (D.C.G.)
- Leeds Institute for Data Analytics, University of Leeds, Leeds LS2 9JT, UK
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7
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Sarmento A, Adodo R, Hodges G, Webber SC, Sanchez-Ramirez DC. Virtual pulmonary rehabilitation approaches in patients with post COVID syndrome: a pilot study. BMC Pulm Med 2024; 24:139. [PMID: 38500051 PMCID: PMC10949685 DOI: 10.1186/s12890-024-02965-3] [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: 12/18/2023] [Accepted: 03/12/2024] [Indexed: 03/20/2024] Open
Abstract
BACKGROUND The characteristics of optimal virtual pulmonary rehabilitation (PR) for individuals with post-COVID syndrome (PCS) have not been identified. This study aimed to assess the feasibility, safety, and satisfaction associated with a virtual PR program with the exercise component delivered through group or self-directed sessions. METHODS Adults with PCS-respiratory symptoms were randomly assigned to the video conference (PRVC) or self-directed (PRSD) group and completed an exercise program (aerobic, strengthening, and breathing exercises) three times/week for eight weeks. PRVC sessions were led by a physiotherapist via Zoom, whereas the PRSD group exercised individually following a pre-recorded video. Both groups received personalized exercise recommendations, education related to the condition, and a weekly follow up call. Satisfaction was assessed through a patient survey. Lung function, dyspnea, fatigue, sit-to-stand capacity, health-related quality of life, and participation were assessed pre- and post-PR. RESULTS Fourteen PCS individuals (49 ± 9 years, 86% females) completed 83% of the sessions. All participants were satisfied with information provided by the therapist and frequency of data submission, whereas most were satisfied with the frequency and duration of exercise sessions (88% in PRVC and 83% in PRSD). A higher proportion of participants in the PRVC (88%) were satisfied with the level of difficulty of exercises compared with the PRSD (67%), and 84% of the sample reported a positive impact of the program on their health. No adverse events were reported. Significant changes in sit-to-stand capacity (p = 0.012, Cohen's r = 0.67) and questions related to fatigue (p = 0.027, Cohen's r = 0.58), neurocognitive (p = 0.045, Cohen's r = 0.53), and autonomic (p = 0.024, Cohen's r = 0.60) domains of the DePaul Symptom Questionnaire short-form were also found between groups. CONCLUSION Virtual PR with exercises delivered via video conference or pre-recorded video were feasible, safe, and well-received by individuals with PCS. TRIAL REGISTRATION NCT05003271 (first posted: 12/08/2021).
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Affiliation(s)
- Antonio Sarmento
- Department of Respiratory Therapy, University of Manitoba, Room 334 - 771 McDermot Ave, Winnipeg, MB, R3E 0T6, Canada
| | - Rachel Adodo
- Department of Respiratory Therapy, University of Manitoba, Room 334 - 771 McDermot Ave, Winnipeg, MB, R3E 0T6, Canada
| | - Greg Hodges
- Health Sciences Centre. Winnipeg, Winnipeg, MB, Canada
| | - Sandra C Webber
- Department of Physical Therapy, University of Manitoba, Winnipeg, MB, Canada
| | - Diana C Sanchez-Ramirez
- Department of Respiratory Therapy, University of Manitoba, Room 334 - 771 McDermot Ave, Winnipeg, MB, R3E 0T6, Canada.
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Quinn J. Long COVID autonomic syndrome: Improved understanding through translational research. Eur J Intern Med 2024; 120:34-35. [PMID: 38057245 DOI: 10.1016/j.ejim.2023.11.023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/13/2023] [Accepted: 11/21/2023] [Indexed: 12/08/2023]
Affiliation(s)
- James Quinn
- Research Compliance Office, Stanford University, 1705 El Camino Real, MC: 5579, Palo Alto, CA 94306, United States.
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Judy J, Yehoshua A, Gouveia-Pisano J, Brook RA, Kleinman NL, Drnach AA, Rosenberg EM, Ghanjanasak T, Winter DA, Dai F, Escobar JM, Sell H. Impact of COVID-19 on work loss in the United States- A retrospective database analysis. J Med Econ 2024; 27:941-951. [PMID: 38984895 DOI: 10.1080/13696998.2024.2379056] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/22/2024] [Accepted: 07/07/2024] [Indexed: 07/11/2024]
Abstract
OBJECTIVES This study investigates the utilization of work absence benefits among United States (US) employees diagnosed with COVID-19, examining frequency, duration, cost, and types of work loss benefits used. METHODS This retrospective analysis of the Workpartners Research Reference Database (RRDb) included employees eligible for short- and long-term disability (STD and LTD employer-sponsored benefits, respectively), and other paid work absence benefits from 2018 to 2022. Workpartners RRDb includes over 3.5 million employees from over 500 self-insured employers across the US. Employees were identified by codes from adjudicated medical and disability claims for COVID-19 (2020-2022) and influenza, as well as prescription claims for COVID-19 treatments. Associated payments were quantified for each absence reason. RESULTS Approximately 1 million employees were eligible for employer-sponsored paid leave benefits between January 2018 and December 2022. The mean age was 37 years (22% >50 years), and 49.4% were females. COVID-19 was the 2nd most common reason for an STD claim (6.9% of all STD claims) and 13th for an LTD claim (1.7% of all LTD claims) from 2020-2022. The mean duration for COVID-19 STD claims was 24 days (N = 3,731, mean claim=$3,477) versus 10 days for influenza (N = 283, mean claim=$1,721). The mean duration for an LTD claim for COVID-19 was 153 days (N = 11, mean claim=$19,254). Only 21.5% of employees with STD claims in the COVID-19 cohort had prior COVID-19-associated medical or pharmacy claims; over half (range 53%-61%) had documented high risk factors for severe COVID-19. CONCLUSION COVID-19 and influenza have the potential to cause work loss in otherwise healthy employees. In this analysis, COVID-19 was the second most frequent reason for an STD claim at the start of the pandemic and remained high (ranked 5th) in 2022. These results highlight the impact of COVID-19 on work loss beyond the acute phase. Comprehensively evaluating work loss implications may help employers prioritize strategies, such as vaccinations and timely treatments, to mitigate the impact of COVID-19 on employees and their companies.
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