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Alshehri S, Alahmari KA. Evaluating the impact of COVID-19 on vertigo and hearing impairment: A post-recovery analysis. Medicine (Baltimore) 2024; 103:e38819. [PMID: 38968457 PMCID: PMC11224820 DOI: 10.1097/md.0000000000038819] [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: 02/20/2024] [Accepted: 06/13/2024] [Indexed: 07/07/2024] Open
Abstract
The COVID-19 pandemic, caused by the novel coronavirus SARS-CoV-2, has manifested with respiratory symptoms and a spectrum of extra-pulmonary complications. Emerging evidence suggests potential impacts on the auditory and vestibular systems, but the extent and nature of these effects in recovered individuals remain unclear. This study aimed to investigate the prevalence and severity of vertigo and hearing impairment in individuals who have recovered from COVID-19 and to identify potential risk factors associated with these sensory symptoms. A cohort of 250 recovered COVID-19 patients was assessed. Standardized questionnaires, including the Dizziness Handicap Inventory and the Vertigo Symptom Scale, were used to evaluate vertigo. Hearing assessment was conducted using pure-tone audiometry, speech audiometry, tympanometry, and oto-acoustic emissions testing. Logistic regression analysis was performed to assess the association between COVID-19 severity and the occurrence of sensory symptoms, controlling for confounding variables such as age and comorbidities. Of the participants, 10% reported vertigo, varying severity. Hearing assessments revealed that most participants had normal hearing, with an average speech discrimination score of 94.6. Logistic regression analysis indicated a significant association between severe COVID-19 and an increased likelihood of vertigo (OR 2.11, 95% CI 1.02-4.35, P = .043) and hearing impairment (OR 3.29, 95% CI 1.60-6.78, P = .002). This study suggests a significant association between COVID-19 severity and vertigo and hearing impairment prevalence. The findings underscore the importance of sensory symptom assessment in the post-recovery phase of COVID-19, highlighting the need for comprehensive healthcare approaches to manage long-term sequelae.
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Affiliation(s)
- Sarah Alshehri
- Otology and Neurotology, Department of Surgery, College of Medicine, King Khalid University, Abha, Saudi Arabia
| | - Khalid A. Alahmari
- Medical Rehabilitation Sciences, College of Applied Medical Sciences, King Khalid University, Abha, Saudi Arabia
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Katzenberger B, Fuchs S, Schwettmann L, Strobl R, Hauser A, Koller D, Grill E. Association of self-efficacy, risk attitudes, and time preferences with functioning in older patients with vertigo, dizziness, and balance disorders in a tertiary care setting-Results from the MobilE-TRA2 cohort. Front Neurol 2023; 14:1316081. [PMID: 38162444 PMCID: PMC10755024 DOI: 10.3389/fneur.2023.1316081] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2023] [Accepted: 11/20/2023] [Indexed: 01/03/2024] Open
Abstract
Introduction The functional burden of vertigo, dizziness, and balance problems (VDB) might depend on the personality traits of the patients affected. The aim of this study thus was to investigate the impact of self-efficacy, risk attitudes, and time preferences on functioning in older patients with VDB before and after treatment in a specialized tertiary care center. Methods Data for this study was obtained from the MobilE-TRA2 cohort study, conducted at a specialized tertiary care center in Germany. Patients aged 60 and older were assessed during their initial stay at the care center and 3 months later, using self-administered questionnaires. Self-efficacy was measured on a scale from 1 (very low) to 5 (very high). Health-related risk attitudes were inquired using an 11-point scale. Time preferences were measured by evaluating patients' willingness to postpone a reward in favor of a greater benefit on an 11-point Likert scale. Functioning was evaluated using the Dizziness Handicap Inventory, representing functional, emotional, and physical aspects of functional disability caused by VDB. Mixed-effects regression models were used to analyze the association between the selected personality traits and functioning over time. Interaction terms with time were incorporated for each personality trait, enabling the assessment of their influence on functioning 3 months following the initial observation period. Results An overall of 337 patients (53% women, median age at baseline = 70 years) were included. Patients with higher self-efficacy (Beta = -3.82, 95%-CI [-6.56; -1.08]) and higher willingness to take risks (Beta = -1.31, 95%-CI [-2.31; -0.31]) reported better functioning during their initial visit at the care center. Self-efficacy significantly predicted functioning after 3 months for overall functioning (Beta = -4.21, 95%-CI [-6.57; -1.84]) and all three domains. Conclusion Our findings suggest that patients with high self-efficacy and high willingness to take risks may exhibit better coping mechanisms when faced with the challenges of VDB. Promoting self-efficacy may help patients to better manage the duties accompanying their treatment, leading to improved functioning. These insights may inform the development of personalized treatment aimed at reducing the functional burden of VDB in older patients.
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Affiliation(s)
- Benedict Katzenberger
- Institute for Medical Information Processing, Biometry and Epidemiology (IBE), Faculty of Medicine, LMU Munich, Munich, Germany
- Pettenkofer School of Public Health, Munich, Germany
| | - Sebastian Fuchs
- Institute for Medical Information Processing, Biometry and Epidemiology (IBE), Faculty of Medicine, LMU Munich, Munich, Germany
- Pettenkofer School of Public Health, Munich, Germany
- Department of Orthopaedics and Trauma Surgery, LMU University Hospital, LMU Munich, Munich, Germany
| | - Lars Schwettmann
- Department of Health Services Research, School of Medicine and Health Sciences, Carl Von Ossietzky University of Oldenburg, Oldenburg, Germany
- Institute of Health Economics and Health Care Management (IGM), Helmholtz Zentrum München (GmbH) – German Research Center for Environmental Health, Neuherberg, Germany
| | - Ralf Strobl
- Institute for Medical Information Processing, Biometry and Epidemiology (IBE), Faculty of Medicine, LMU Munich, Munich, Germany
- German Center for Vertigo and Balance Disorders, LMU University Hospital, LMU Munich, Munich, Germany
| | - Ari Hauser
- Institute for Medical Information Processing, Biometry and Epidemiology (IBE), Faculty of Medicine, LMU Munich, Munich, Germany
| | - Daniela Koller
- Institute for Medical Information Processing, Biometry and Epidemiology (IBE), Faculty of Medicine, LMU Munich, Munich, Germany
| | - Eva Grill
- Institute for Medical Information Processing, Biometry and Epidemiology (IBE), Faculty of Medicine, LMU Munich, Munich, Germany
- German Center for Vertigo and Balance Disorders, LMU University Hospital, LMU Munich, Munich, Germany
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Broberg MA, Boyd BS. Similarities between explaining dizziness and explaining pain? Exploring common patient experiences, theoretical models, treatment approaches and potential therapeutic narratives for persistent dizziness or pain. Physiother Theory Pract 2023; 39:2502-2519. [PMID: 35751384 DOI: 10.1080/09593985.2022.2091497] [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: 06/14/2021] [Revised: 06/12/2022] [Accepted: 06/13/2022] [Indexed: 10/17/2022]
Abstract
Pain and dizziness are common experiences throughout the lifespan. However, nearly a quarter of those with acute pain or dizziness experience persistence, which is associated with disability, social isolation, psychological distress, decreased independence, and poorer quality of life. Thus, persistent pain or dizziness impacts peoples' lives in similarly negative ways. Conceptual models of pain and dizziness also have many similarities. Many of these models are more expansive than explaining mere symptoms; rather they describe pain or dizziness as holistic experiences that are influenced by biopsychosocial and contextual factors. These experiences also appear to be associated with multi-modal bodily responses related to evaluation of safety, threat detection and anticipation, as influenced by expectations, and predictions anticipation, not simply a reflection of tissue injury or pathology. Conceptual models also characterize the body as adaptable and therefore capable of recovery. These concepts may provide useful therapeutic narratives to facilitate understanding, dethreaten the experience, and provide hope for patients. In addition, therapeutic alliance, promoting an active movement-based approach, building self-efficacy, and condition-specific approaches can help optimize outcomes. In conclusion, there are significant overlaps in the patient experience, theoretical models and potential therapeutic narratives that guide care for people suffering with persistent pain or dizziness.
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Affiliation(s)
- Marc A Broberg
- Department of Physical Therapy, Two Trees Physical Therapy and Wellness, Ventura, CA, USA
| | - Benjamin S Boyd
- Department of Physical Therapy, Samuel Merritt University, Oakland, CA, USA
- Physical and Sports Medicine, Stanford ValleyCare, Livermore, CA, USA
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Aminu AQ, Wondergem R, Van Zaalen Y, Pisters M. Self-Efficacy Is a Modifiable Factor Associated with Frailty in Those with Minor Stroke: Secondary Analysis of 200 Cohort Respondents. Cerebrovasc Dis Extra 2021; 11:99-105. [PMID: 34628411 PMCID: PMC8543288 DOI: 10.1159/000519311] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2021] [Accepted: 08/23/2021] [Indexed: 11/19/2022] Open
Abstract
BACKGROUND Owing to the improvement in acute care, there has been an increase in the number of people surviving stroke and living with its impairments. Frailty is common in people with stroke and has a significant impact on the prognosis after stroke. To reduce frailty progression, potentially modifiable factors should be identified. Increasing levels of self-efficacy influence both behaviour and physical functioning, and therefore it could be a potential target to prevent frailty. METHODS This is a prospective cohort study that involved the secondary analysis of the RISE data to examine the relationship between self-efficacy and frailty. The RISE study is a longitudinal study that consists of 200 adults aged 18+ years after their first stroke event. Data were collected from the respondents at 3 weeks, 6 months, 12 months, and 24 months after their discharge from the hospital. Frailty was assessed using the multidimensional frailty index with scores ranging from 0 to 1, and self-efficacy was assessed using the SESx scale, which was dichotomized as low/moderate or high. Frailty trajectories were examined using the repeated linear model. The generalized estimating equation was used to examine the relationship between self-efficacy and frailty at baseline and in the future (6-24 months). The B coefficients were reported at 95% CI before and after adjusting for potential confounders (age, gender, stroke severity, education, and social support). RESULTS A total of 200 responses were analysed, and the mean age of the respondents was 67.78 ± 11.53. Females made up 64% of the sample, and the mean frailty score at baseline was 0.17 ± 0.09. After adjusting for confounders, respondents with low self-efficacy had an approximately 5% increase in their frailty scores at baseline and in the 24-month follow-up period compared to those with high self-efficacy. CONCLUSION The result from this study showed that self-efficacy was significantly associated with frailty after stroke. Our findings suggest that self-efficacy may play a role in frailty progression among stroke survivors.
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Affiliation(s)
- Abodunrin Quadri Aminu
- School of Nursing, Midwifery and Paramedic Practice, Robert Gordon University, Aberdeen, United Kingdom
| | - Roderick Wondergem
- Department of Health Innovations and Technology, Fontys University of Applied Sciences, Eindhoven, The Netherlands.,The Center for Physical Therapy Research and Innovation in Primary Care, Julius Health Care Centers, Utrecht, The Netherlands.,Department of Rehabilitation, Physical Therapy Science and Sport, Brain Center, University Utrecht, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Yvonne Van Zaalen
- Department of Health Innovations and Technology, Fontys University of Applied Sciences, Eindhoven, The Netherlands
| | - Martijn Pisters
- Department of Health Innovations and Technology, Fontys University of Applied Sciences, Eindhoven, The Netherlands.,The Center for Physical Therapy Research and Innovation in Primary Care, Julius Health Care Centers, Utrecht, The Netherlands.,Department of Rehabilitation, Physical Therapy Science and Sport, Brain Center, University Utrecht, University Medical Center Utrecht, Utrecht, The Netherlands
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Lawless MT, Tieu M, Feo R, Kitson AL. Theories of self-care and self-management of long-term conditions by community-dwelling older adults: A systematic review and meta-ethnography. Soc Sci Med 2021; 287:114393. [PMID: 34534780 DOI: 10.1016/j.socscimed.2021.114393] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2021] [Revised: 09/02/2021] [Accepted: 09/08/2021] [Indexed: 02/03/2023]
Abstract
RATIONALE The proportion of older adults living with long-term conditions (LTCs) is increasing. Self-care and self-management approaches are seen as valuable in helping older people with LTCs to manage their health and care, yet the theoretical overlaps and divergences are not always clear. OBJECTIVES The objectives of this review were to: (1) systematically identify and appraise studies of self-care or self-management of LTCs by community-dwelling older adults (aged ≥60 years) either informed by, applying, creating, or testing theory; (2) explore similarities or points of convergence between the identified theories; and (3) use a meta-ethnographic approach to synthesise the theories and group related concepts into core constructs. METHODS We conducted a systematic theory synthesis, searching six electronic databases. Three reviewers independently screened titles and abstracts followed by full texts and two reviewers appraised study quality. Theoretical data were synthesised within and across individual theories using meta-ethnographic line-of-argument synthesis. RESULTS A total of 141 articles (138 studies) and 76 theories were included in the review. Seven core constructs were developed: (1) temporal and spatial context; (2) stressors; (3) personal resources; (4) informal social resources; (5) formal social resources; (6) behavioural adaptations; and (7) quality of life outcomes. A line of argument was developed that conceptualised older adults' self-care and self-management as a dynamic process of behavioural adaptation, enabled by personal resources and informal and formal social resources, aimed at alleviating the impacts of stressors and maintaining quality of life. CONCLUSION This synthesis provides an overview of theories used in research on older adults' LTC self-care and self-management. Our synthesis describes the complex interplay of intrinsic and extrinsic factors influencing self-care and self-management behaviours and provides considerations for future research, intervention design, and implementation. The utility of the constructs in research and practice requires further attention and empirical validation.
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Affiliation(s)
- Michael T Lawless
- College of Nursing and Health Sciences, Flinders University, Bedford Park, SA, 5042, Australia; Caring Futures Institute, Flinders University, Bedford Park, SA, 5042, Australia.
| | - Matthew Tieu
- College of Nursing and Health Sciences, Flinders University, Bedford Park, SA, 5042, Australia; College of Humanities, Arts, and Social Sciences, Flinders University, Bedford Park, SA, 5042, Australia
| | - Rebecca Feo
- College of Nursing and Health Sciences, Flinders University, Bedford Park, SA, 5042, Australia; Caring Futures Institute, Flinders University, Bedford Park, SA, 5042, Australia
| | - Alison L Kitson
- College of Nursing and Health Sciences, Flinders University, Bedford Park, SA, 5042, Australia; Caring Futures Institute, Flinders University, Bedford Park, SA, 5042, Australia
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Gönül S, Namlı T, Coşar A, Toroslu İH. A reinforcement learning based algorithm for personalization of digital, just-in-time, adaptive interventions. Artif Intell Med 2021; 115:102062. [PMID: 34001322 DOI: 10.1016/j.artmed.2021.102062] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2020] [Revised: 03/04/2021] [Accepted: 03/29/2021] [Indexed: 01/13/2023]
Abstract
Suboptimal health related behaviors and habits; and resulting chronic diseases are responsible for majority of deaths globally. Studies show that providing personalized support to patients yield improved results by preventing and/or timely treatment of these problems. Digital, just-in-time and adaptive interventions are mobile phone-based notifications that are being utilized to support people wherever and whenever necessary in coping with their health problems. In this research, we propose a reinforcement learning-based mechanism to personalize interventions in terms of timing, frequency and preferred type(s). We simultaneously employ two reinforcement learning models, namely intervention-selection and opportune-moment-identification; capturing and exploiting changes in people's long-term and momentary contexts respectively. While the intervention-selection model adapts the intervention delivery with respect to type and frequency, the opportune-moment-identification model tries to find the most opportune moments to deliver interventions throughout a day. We propose two accelerator techniques over the standard reinforcement learning algorithms to boost learning performance. First, we propose a customized version of eligibility traces for rewarding past actions throughout an agent's trajectory. Second, we utilize the transfer learning method to reuse knowledge across multiple learning environments. We validate the proposed approach in a simulated experiment where we simulate four personas differing in their daily activities, preferences on specific intervention types and attitudes towards the targeted behavior. Our experiments show that the proposed approach yields better results compared to the standard reinforcement learning algorithms and successfully capture the simulated variations associated with the personas.
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Affiliation(s)
- Suat Gönül
- SRDC Corp., Silikon Blok Kat: 1 No: 16 SRDC Teknokent ODTÜ, Ankara, Turkey.
| | - Tuncay Namlı
- SRDC Corp., Silikon Blok Kat: 1 No: 16 SRDC Teknokent ODTÜ, Ankara, Turkey
| | - Ahmet Coşar
- Department of Computer Engineering, Middle East Technical University, Orta Doğu Teknik Üniversitesi Universiteler Mah. Dumlupinar Blv. No:1 06800, Ankara Turkey
| | - İsmail Hakkı Toroslu
- Department of Computer Engineering, Middle East Technical University, Orta Doğu Teknik Üniversitesi Universiteler Mah. Dumlupinar Blv. No:1 06800, Ankara Turkey
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Takata SC, Hardison ME, Roll SC. Fostering Holistic Hand Therapy: Emergent Themes of Client Experiences of Mind-Body Interventions. OTJR-OCCUPATION PARTICIPATION AND HEALTH 2020; 40:122-130. [PMID: 31762376 PMCID: PMC7054132 DOI: 10.1177/1539449219888835] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Mind-body interventions are a viable holistic approach to rehabilitation; however, evidence for mind-body approaches in hand therapy is lacking. This study explored the experiences of clients with musculoskeletal disorders undergoing two mind-body interventions within hand therapy. Qualitative data were obtained from clients who received mindfulness meditation and sonographic biofeedback as part of hand therapy. Semi-structured interviews conducted after four therapy sessions elicited participants' experiences and acceptability. Emergent themes were identified through an iterative, qualitative descriptive process. The following three themes emerged as results: insight on the body, relaxation and relief, and I am in control. A fourth theme was identified in the acceptability data, that is, mindfulness as a meaningful activity. At least one of the interventions was acceptable to each participant. Positive participant experiences support further consideration of mind-body interventions as a useful holistic approach in hand therapy to support wellness, quality of care, and participation in recovery.
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Affiliation(s)
- Sandy C. Takata
- Chan Division of Occupational Science and Occupational Therapy, University of Southern California, Los Angeles, CA
| | - Mark E. Hardison
- Occupational Therapy Graduate Program, University of New Mexico, Albuquerque, NM
| | - Shawn C. Roll
- Chan Division of Occupational Science and Occupational Therapy, University of Southern California, Los Angeles, CA
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Takata SC. Broadening the Perceptions of Sonographic Applications to Promote Client-Centered Care, Precision Medicine, and Holistic Practices. JOURNAL OF DIAGNOSTIC MEDICAL SONOGRAPHY 2020. [DOI: 10.1177/8756479319882624] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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