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Carpenter K, Gilman S, French M, Shakur Y, Dunlop-Thomas C, Cullerton L, Drenkard C, Barbour KE, Lim SS. Informing Digital Programs for Lupus Self-Management Education: A Systematic Scoping Review. Arthritis Care Res (Hoboken) 2024. [PMID: 38736154 DOI: 10.1002/acr.25357] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2023] [Revised: 04/13/2024] [Accepted: 04/19/2024] [Indexed: 05/14/2024]
Abstract
OBJECTIVE We describe the characteristics, content, and effectiveness of digital self-management (SM) education programs for lupus and other chronic conditions to identify gaps and inform the improvement of future programs in lupus. METHODS Three bibliographic databases were searched for articles published between May 2012 and April 2022. The search was cast to capture the breadth of digital SM education programs in the following conditions: lupus, epilepsy, fibromyalgia, multiple sclerosis, sickle cell anemia, Sjögren syndrome, psoriatic arthritis, and rheumatoid arthritis. Title and abstract screening, as well as full-text review, was conducted by two independent reviewers. Data extraction was first completed by one author charting all studies and then, a second time, by four members of the research team charting collaboratively. RESULTS Of the 1,969 articles identified through the search, 14 met inclusion criteria. Two additional articles were included following bibliography review. The 16 articles represented 12 unique digital SM education programs. Programs covered five conditions: epilepsy (n = 3), fibromyalgia (n = 2), multiple sclerosis (n = 4), lupus (n = 1), and rheumatoid arthritis (n = 2). Most programs were asynchronous and internet-based (n = 9) with a prescribed sequence of content (n = 8). Peer, technical, or specialist support was offered in seven programs. Most programs demonstrated statistically significant improvement of symptoms in the intervention group (n = 8). CONCLUSION This scoping review summarizes the current landscape for digital SM education programs in lupus and similar conditions. In lupus, further investigation will fill in the gaps around digital SM education needs, user experience, and evaluation of outcomes.
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Affiliation(s)
| | - Sarah Gilman
- Wayfinder Health Strategies, Falls Church, Virginia
| | | | | | | | | | | | - Kamil E Barbour
- Centers for Disease Control and Prevention, Atlanta, Georgia
| | - S S Lim
- Emory University, Atlanta, Georgia
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Spies E, Andreu T, Hartung M, Park J, Kamudoni P. Exploring the Perspectives of Patients Living With Lupus: Retrospective Social Listening Study. JMIR Form Res 2024; 8:e52768. [PMID: 38306157 PMCID: PMC10873798 DOI: 10.2196/52768] [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: 09/14/2023] [Revised: 11/07/2023] [Accepted: 11/16/2023] [Indexed: 02/03/2024] Open
Abstract
BACKGROUND Systemic lupus erythematosus (SLE) is a chronic autoimmune inflammatory disease affecting various organs with a wide range of clinical manifestations. Cutaneous lupus erythematosus (CLE) can manifest as a feature of SLE or an independent skin ailment. Health-related quality of life (HRQoL) is frequently compromised in individuals living with lupus. Understanding patients' perspectives when living with a disease is crucial for effectively meeting their unmet needs. Social listening is a promising new method that can provide insights into the experiences of patients living with their disease (lupus) and leverage these insights to inform drug development strategies for addressing their unmet needs. OBJECTIVE The objective of this study is to explore the experience of patients living with SLE and CLE, including their disease and treatment experiences, HRQoL, and unmet needs, as discussed in web-based social media platforms such as blogs and forums. METHODS A retrospective exploratory social listening study was conducted across 13 publicly available English-language social media platforms from October 2019 to January 2022. Data were processed using natural language processing and knowledge graph tagging technology to clean, format, anonymize, and annotate them algorithmically before feeding them to Pharos, a Semalytix proprietary data visualization and analysis platform, for further analysis. Pharos was used to generate descriptive data statistics, providing insights into the magnitude of individual patient experience variables, their differences in the magnitude of variables, and the associations between algorithmically tagged variables. RESULTS A total of 45,554 posts from 3834 individuals who were algorithmically identified as patients with lupus were included in this study. Among them, 1925 (authoring 5636 posts) and 106 (authoring 243 posts) patients were identified as having SLE and CLE, respectively. Patients frequently mentioned various symptoms in relation to SLE and CLE including pain, fatigue, and rashes; pain and fatigue were identified as the main drivers of HRQoL impairment. The most affected aspects of HRQoL included "mobility," "cognitive capabilities," "recreation and leisure," and "sleep and rest." Existing pharmacological interventions poorly managed the most burdensome symptoms of lupus. Conversely, nonpharmacological treatments, such as exercise and meditation, were frequently associated with HRQoL improvement. CONCLUSIONS Patients with lupus reported a complex interplay of symptoms and HRQoL aspects that negatively influenced one another. This study demonstrates that social listening is an effective method to gather insights into patients' experiences, preferences, and unmet needs, which can be considered during the drug development process to develop effective therapies and improve disease management.
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Affiliation(s)
| | | | | | | | - Paul Kamudoni
- The Healthcare Business of Merck KGaA, Darmstadt, Germany
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Blackie CA, Gualtieri L, Kasturi S. Listening to Lupus Patients: Proactively Integrating the Internet as a Resource to Drive Improved Care. (Preprint). J Med Internet Res 2022; 25:e44660. [PMID: 36989021 PMCID: PMC10131912 DOI: 10.2196/44660] [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: 11/28/2022] [Revised: 01/17/2023] [Accepted: 03/12/2023] [Indexed: 03/14/2023] Open
Abstract
Systemic lupus erythematosus (SLE) is a multisystem autoimmune disease. It is characterized by a broad spectrum of manifestations, depending on the affected organs and the severity of the inflammation at the time of presentation. Despite improvements in management, treatments are required on a chronic, cyclical basis; have high potential for unpleasant side effects; and deliver variable efficacy. Patients require care from multiple specialists, which can be delivered simultaneously and sporadically. Our fragmented health care system further exacerbates the disconnect between intermittent medical care and the lived experiences of patients with SLE. The goals of this research are to (1) assess the current standard of care for patients with SLE through the review of medical literature, including clinical consensus guidelines and systematic reviews; (2) assess the lived experiences of patients with lupus through the review of peer-reviewed literature on social listening, structured interviews, and data available from the open-access digital health platform PatientsLikeMe; and (3) present the perspective that the medical community has an opportunity to acknowledge and review the use of digital health interventions (DHIs) with their patients. The results of this research indicate that patients are incorporating DHIs, such as the internet and social media platforms, as critical components of their care for even the most basic of support. Although patients with SLE are depending on this support to shape their care, it is not considered a primary source of care by clinicians. Integrating the voices of patients brings valuable dimension to understanding the lived experiences of patients with SLE and the impacts of mutually dependent patient needs as patients navigate the disease in daily life. The medical community has a meaningful opportunity to leverage and recommend existing DHIs, such as web-based community platforms and web-based patient registries, at every stage of the patient journey to help patients better manage their condition. This has the potential to proactively build patient trust and well-being, reduce the underreporting of symptoms, increase shared decision-making, inform and shape clinical guidelines and future research, and improve patient outcomes.
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Affiliation(s)
| | - Lisa Gualtieri
- Department of Public Health and Community Medicine, Tufts University, Boston, MA, United States
| | - Shanthini Kasturi
- Department of Medicine, Division of Rheumatology, Tufts Medical Center, Boston, MA, United States
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Cardwell FS, Elliott SJ, Chin R, St Pierre Y, Choi MY, Urowitz MB, Ruiz-Irastorza G, Bernatsky S, Wallace DJ, Petri MA, Manzi S, Bae SC, Shin JM, Mak A, Cho J, Peschken CA, Ramsey-Goldman R, Fortin PR, Hanly JG, Pons-Estel BA, Nieto R, Askanase AD, Romero-Diaz J, Mosca M, Bruce IN, Rowbottom L, Mielczarek L, Tse K, Marion A, Cáhiz-González JC, Cattoni TG, Cornet A, Clarke AE. Health information use by patients with systemic lupus erythematosus (SLE) pre and during the COVID-19 pandemic. Lupus Sci Med 2022; 9:9/1/e000755. [PMID: 36283746 PMCID: PMC9606736 DOI: 10.1136/lupus-2022-000755] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2022] [Accepted: 10/12/2022] [Indexed: 05/13/2023]
Abstract
OBJECTIVE We conducted an international survey of patients with SLE to assess their access, preference and trust in various health information sources pre-COVID-19 and during the COVID-19 pandemic. METHODS Patients with SLE were recruited from 18 observational cohorts, and patients self-reporting SLE were recruited through five advocacy organisations. Respondents completed an online survey from June 2020 to December 2021 regarding the sources of health information they accessed in the 12 months preceding (pre-11 March 2020) and during (post-11 March 2020) the pandemic. Multivariable logistic regressions assessed factors associated with accessing news and social media post-11 March 2020, and self-reporting negative impacts from health information accessed through these sources. RESULTS Surveys were completed by 2111 respondents; 92.8% were female, 76.6% had postsecondary education, mean (SD) age was 48.8 (14.0) years. Lupus specialists and family physicians were the most preferred sources pre-11 March 2020 and post-11 March 2020, yet were accessed less frequently (specialists: 78.5% pre vs 70.2% post, difference -8.3%, 95% CI -10.2% to -6.5%; family physicians: 57.1% pre vs 50.0% post, difference -7.1%, 95% CI -9.2% to -5.0%), while news (53.2% pre vs 62.1% post, difference 8.9%, 95% CI 6.7% to 11.0%) and social media (38.2% pre vs 40.6% post, difference 2.4%, 95% CI 0.7% to 4.2%) were accessed more frequently post-11 March 2020 vs pre-11 March 2020. 17.2% of respondents reported negative impacts from information accessed through news/social media. Those outside Canada, older respondents or with postsecondary education were more likely to access news media. Those in Asia, Latin America or younger respondents were more likely to access social media. Those in Asia, older respondents, males or with postsecondary education in Canada, Asia or the USA were less likely to be negatively impacted. CONCLUSIONS Physicians, the most preferred and trusted sources, were accessed less frequently, while news and social media, less trusted sources, were accessed more frequently post-11 March 2020 vs pre-11 March 2020. Increasing accessibility to physicians, in person and virtually, may help reduce the consequences of accessing misinformation/disinformation.
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Affiliation(s)
- Francesca S Cardwell
- Geography and Environmental Management, University of Waterloo, Waterloo, Ontario, Canada
| | - Susan J Elliott
- Geography and Environmental Management, University of Waterloo, Waterloo, Ontario, Canada
| | - Ricky Chin
- Division of Rheumatology, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Yvan St Pierre
- Division of Clinical Epidemiology, Department of Medicine, McGill University Health Centre, Montreal, Quebec, Canada
| | - May Y Choi
- Division of Rheumatology, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Murray B Urowitz
- Schroeder Arthritis Institute, Kremblin Research Institute, University of Toronto, Toronto, Ontario, Canada
| | - Guillermo Ruiz-Irastorza
- Autoimmune Diseases Research Unit, BioCruces Bizkaia Health Research Institute, University of the Basque Country, Barakaldo, Bizkaia, Spain
| | - Sasha Bernatsky
- Department of Medicine and Centre for Outcomes Research & Evaluation, McGill University, Montreal, Quebec, Canada
| | - Daniel J Wallace
- Rheumatology, Cedars-Sinai Medical Center, West Hollywood, California, USA
| | - Michelle A Petri
- Division of Rheumatology, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Susan Manzi
- Lupus Center of Excellence, Allegheny Health Network, Pittsburgh, Pennsylvania, USA
| | - Sang-Cheol Bae
- Department of Rheumatology, Hanyang University Seoul Hospital, Seoul, The Republic of Korea
| | - Jung-Min Shin
- Department of Rheumatology, Hanyang University, Seongdong-gu, Seoul, The Republic of Korea
| | - Anselm Mak
- Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
- Division of Rheumatology, Department of Medicine, National University Hospital, Singapore
| | - Jiacai Cho
- Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
- Division of Rheumatology, Department of Medicine, National University Hospital of Singapore, Singapore
| | - Christine A Peschken
- Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Manitoba, Canada
| | | | - Paul R Fortin
- Medicine-Rheumatology, Centre Hospitalier de l'Université Laval, Quebec City, Quebec, Canada
| | - John G Hanly
- Division of Rheumatology, Department of Medicine, Queen Elizabeth II Health Sciences Center and Dalhousie University, Halifax, Nova Scotia, Canada
| | - Bernardo A Pons-Estel
- Rheumatology, Centro Regional de Enfermedades Autoinmunes y Reumáticas (CREAR), Rosario, Argentina
| | - Romina Nieto
- Department of Rheumatology, Centro Regional de Enfermedades Autoinmunes y Reumáticas (CREAR), Rosario, Argentina
| | | | - Juanita Romero-Diaz
- Immunology and Rheumatology, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Mexico City, Mexico
| | - Marta Mosca
- Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy
| | - Ian N Bruce
- Arthritis Research UK Centre for Epidemiology, The University of Manchester, Manchester, UK
| | - Leigha Rowbottom
- Division of Rheumatology, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | | | - Karin Tse
- Lupus Foundation of America Inc, Washington, District of Columbia, USA
| | - Ashley Marion
- Lupus Foundation of America Inc, Washington, District of Columbia, USA
| | | | | | | | - Ann Elaine Clarke
- Division of Rheumatology, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
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