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Kohut M, Jalbuena T, Alfiero R, DiPalazzo J, Anderson E, Bishop J. Net Promoter Score as a Reflection of Patients' Opinions About Telemedical Visits: A Mixed Methods Analysis. Telemed J E Health 2025; 31:634-642. [PMID: 39728614 DOI: 10.1089/tmj.2024.0300] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2024] Open
Abstract
Introduction: In order to assess patient experiences of telemedicine, researchers and administrators use the net promoter score (NPS), based on a likelihood to recommend (LTR) question. However, there is reason to doubt validity of this metric for this purpose. We assessed the degree to which the LTR question reflects actual patient preferences about telemedicine. Methods: Using data from a patient experience survey collected in Spring 2020, we compared LTR responses to open comments. Through content analysis, we transformed comments into categorical variables and used those variables in a multiple logistic regression model to predict LTR responses. We also thematically analyzed comments to further elucidate our results. Results: Only about half the comments mentioned telemedicine at all. Around 6% of comments were wholly incongruent with LTR responses. In many comments, ideas about telemedicine were semantically entangled with ideas about providers. Our logistic regression found strong associations between sentiments expressed in comments and LTR responses. However, comments about telemedicine were relatively poor predictors for LTR compared to comments about the provider. Discussion: NPS, which is included on many patient experience surveys used by health systems across the United States, has limitations for use as a measure of the acceptability of telemedicine for patients. Patients have more than telemedicine in mind when responding to the LTR question, and ratings conflate attitudes about providers, office policies, and staff with the telemedicine modality. More direct measures are necessary for meaningful research on the acceptability and usability of telemedicine for patients.
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Affiliation(s)
- Mike Kohut
- Center for Interdisciplinary Population and Health Research, MaineHealth Institute for Research, Scarborough, Maine, USA
- Department of Public Health and Community Medicine, Tufts University School of Medicine, Boston, Massachusetts, USA
| | - Tracy Jalbuena
- MaineHealth Telehealth, MaineHealth, Portland, Maine, USA
| | - Rachel Alfiero
- MaineHealth Telehealth, MaineHealth, Portland, Maine, USA
| | - John DiPalazzo
- Center for Interdisciplinary Population and Health Research, MaineHealth Institute for Research, Scarborough, Maine, USA
- Department of Public Health and Community Medicine, Tufts University School of Medicine, Boston, Massachusetts, USA
| | - Eric Anderson
- Center for Interdisciplinary Population and Health Research, MaineHealth Institute for Research, Scarborough, Maine, USA
- Department of Public Health and Community Medicine, Tufts University School of Medicine, Boston, Massachusetts, USA
| | - Jasmine Bishop
- MaineHealth Telehealth, MaineHealth, Portland, Maine, USA
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Brice S, Zakis J, Almond H, Launer S, Vercammen C. Longitudinal Insights from Blended Hearing Care: Service Modality Choices, Support Received, and Satisfaction Ratings. Healthcare (Basel) 2025; 13:689. [PMID: 40217987 PMCID: PMC11988314 DOI: 10.3390/healthcare13070689] [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: 02/13/2025] [Revised: 03/17/2025] [Accepted: 03/19/2025] [Indexed: 04/14/2025] Open
Abstract
Background/Objectives: Sensorineural hearing loss (HL) is a highly prevalent chronic health condition. It can be managed through hearing care, including the use of hearing aids (HAs). Still, a majority of individuals with HL remain undiagnosed or untreated. Virtual care delivery may support uptake and adherence to interventions. In blended care, individuals can choose interchangeably between in-person and virtual services. This study aimed to investigate how real-world individuals accessed blended hearing care (through in-person, virtual, or hybrid services), the amount of support they received, and their satisfaction with services and products. Methods: An exploratory, retrospective analysis was performed on longitudinal observational data collected through Australia's longest-running blended hearing care model. A total of 25,058 appointment records were available, matched to HA purchase records and clinical notes where possible, as well as 916 satisfaction ratings. Results: The majority of individuals attended in-person appointments (75%); 25% were virtual or hybrid appointments. The number of appointments attended depended on how HAs were purchased (in-person, virtually, or hybrid), but all modalities were complemented by ample unscheduled email and telephone support. Of those who purchased HAs repeatedly, 49% changed preferred sales channel (in-person versus virtual) over time. Satisfaction ratings were highest for virtual services. Conclusions: This first report of real-world, longitudinal evidence on blended hearing care showed strong attendance of in-person appointments, while hybrid services-including informal; unscheduled support-may have responded to individuals' changing needs and preferences over time. The findings offer practice-based evidence for blended care models and recommendations for further research.
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Affiliation(s)
- Sophie Brice
- Institute of Health and Management, 185-187 Boundary Road, North Melbourne, VIC 3051, Australia;
- Australian Institute of Health and Service Management, COBE, University of Tasmania, Hobart, TAS 7001, Australia
- Sonova Audiological Care Australia, Melbourne Office, Carlton, VIC 3053, Australia
| | - Justin Zakis
- Sonova Audiological Care Australia, Melbourne Office, Carlton, VIC 3053, Australia
| | - Helen Almond
- Institute of Health and Management, 185-187 Boundary Road, North Melbourne, VIC 3051, Australia;
| | - Stefan Launer
- Sonova AG, Audiology & Health Innovation, 8712 Stäfa, Switzerland; (S.L.); (C.V.)
- School of Health and Rehabilitation Sciences, The University of Queensland, Brisbane, QLD 4072, Australia
| | - Charlotte Vercammen
- Sonova AG, Audiology & Health Innovation, 8712 Stäfa, Switzerland; (S.L.); (C.V.)
- Manchester Centre for Audiology and Deafness, School of Health Sciences, Faculty of Biology, Medicine and Health, University of Manchester, Manchester M13 9PL, UK
- Department of Neurosciences, Research Group Experimental Oto-Rhino-Laryngology, KU Leuven—University of Leuven, 3000 Leuven, Belgium
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Li W, Min R, Zheng D, Long Y, Xiao K, Wang Z, Guo M, Chen Q, Liu L, Li X, Li Z. Wearable Photonic Artificial Throat for Silent Communication and Speech Recognition. ACS APPLIED MATERIALS & INTERFACES 2025; 17:11126-11143. [PMID: 39918278 DOI: 10.1021/acsami.4c21754] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/21/2025]
Abstract
Advocating for the voices of the disabled, particularly through wearable artificial throats, has garnered significant attention recently. Such devices necessitate sensors with stretchability, high sensitivity, and excellent skin conformability. In this study, an intelligent photonic artificial throat has been developed. It features a sandwich-structured optical fiber sensor encapsulated in Dragon Skin 20, which has an elastic modulus similar to human tissue and is integrated with sensitivity-enhancing rings and fabric for enhanced wearability. With ultrafast response (response time: 10 ms, recovery time: 32 ms) and high sensitivity (1.92 μW/mN), it detects throat area vibrations and muscle contractions, accurately identifying tones in Mandarin, vowels, words, and sentences in English, achieving accurate bilingual detection. It also distinguishes animal sounds (horse neighing and cuckoo's call) and pop songs when mounted on speakers. Furthermore, the artificial throat can accurately detect subtle movements of the head and neck, and by combining nodding actions with the MORSE code, silent communication between individuals has been successfully achieved. Integrated with an advanced artificial intelligence (AI) algorithm, it recognizes tones (97.50%), vowel letters (97.00%), common words (98.00%) and sentences (96.52%), opening prospects for biomedical applications, language education, speech recognition, motion monitoring, and more.
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Affiliation(s)
- Wenbo Li
- Center for Information Photonics and Communications, School of Information Science and Technology, Southwest Jiaotong University, Chengdu 611756, China
| | - Rui Min
- Department of Psychology, Faculty of Arts and Sciences, Beijing Normal University, Zhuhai 519087, China
- Beijing Key Laboratory of Applied Experimental Psychology, Faculty of Psychology, National Demonstration Center for Experimental Psychology Education (Beijing Normal University), Beijing 100875, China
- Center for Cognition and Neuroergonomics, State Key Laboratory of Cognitive Neuroscience and Learning, Beijing Normal University, Zhuhai 519087, China
| | - Di Zheng
- Center for Information Photonics and Communications, School of Information Science and Technology, Southwest Jiaotong University, Chengdu 611756, China
| | - Yukun Long
- Department of Psychology, Faculty of Arts and Sciences, Beijing Normal University, Zhuhai 519087, China
- Beijing Key Laboratory of Applied Experimental Psychology, Faculty of Psychology, National Demonstration Center for Experimental Psychology Education (Beijing Normal University), Beijing 100875, China
- Center for Cognition and Neuroergonomics, State Key Laboratory of Cognitive Neuroscience and Learning, Beijing Normal University, Zhuhai 519087, China
| | - Kun Xiao
- Department of Physics, Faculty of Arts and Sciences, Beijing Normal University, Zhuhai 519087, China
| | - Zhuo Wang
- Department of Physics, Faculty of Arts and Sciences, Beijing Normal University, Zhuhai 519087, China
| | - Mo Guo
- University International College, Macau University of Science and Technology, Macau 999078, China
| | - Qingming Chen
- School of Microelectronics Science and Technology, Sun Yat-Sen University, Zhuhai 519082, China
| | - Lanfang Liu
- Department of Psychology, Faculty of Arts and Sciences, Beijing Normal University, Zhuhai 519087, China
- Beijing Key Laboratory of Applied Experimental Psychology, Faculty of Psychology, National Demonstration Center for Experimental Psychology Education (Beijing Normal University), Beijing 100875, China
- Center for Cognition and Neuroergonomics, State Key Laboratory of Cognitive Neuroscience and Learning, Beijing Normal University, Zhuhai 519087, China
| | - Xiaoli Li
- Department of Psychology, Faculty of Arts and Sciences, Beijing Normal University, Zhuhai 519087, China
- Beijing Key Laboratory of Applied Experimental Psychology, Faculty of Psychology, National Demonstration Center for Experimental Psychology Education (Beijing Normal University), Beijing 100875, China
- Center for Cognition and Neuroergonomics, State Key Laboratory of Cognitive Neuroscience and Learning, Beijing Normal University, Zhuhai 519087, China
| | - Zhaohui Li
- Guangdong Provincial Key Laboratory of Optoelectronic Information Processing Chips and Systems and School of Electronics and Information Technology, Sun Yat-sen University, Guangzhou 510006, China
- Southern Laboratory of Ocean Science and Engineering, Zhuhai, Guangdong 519000, China
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Segal JB, Yanek L, Jager L, Okoli E, Hatef E, Dada M, Frick KD. Higher Percentage of Virtual Primary Care Associated With Minimal Differences in Achievement of Quality Metrics. Med Care 2025; 63:70-76. [PMID: 39531202 DOI: 10.1097/mlr.0000000000002094] [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: 11/16/2024]
Abstract
OBJECTIVE To test the impact of virtual care usage on quality metrics used for performance measurement. BACKGROUND Virtual care improves access to primary care; however, the quality of care must not be adversely impacted by its use. METHODS This is a mixed-design etiologic study using data from patients receiving primary care in a large, regional health system from January 2020 through December 2021. Eligible patients had at least one primary care contact. Eligible physicians had 10 or more patient contacts. The quartile of virtual visits per physician per month is calculated as the percentage of total visits conducted by phone or video (Q1 is the lowest). Six metrics used for value-based reimbursement were chosen for modeling with generalized linear mixed models. RESULTS The data included 200,090 patients of 683 physicians in 42 clinics over 24 months. Virtual care usage peaked in April 2020 at 78% and then stabilized at 18%. The blood pressure metric was met in 66% (95% CI: 63%-69%) of physician months in Q1 and 65% (95% CI: 63%-68%) in Q4 ( P = 0.003). The hemoglobin A1c metric was met in 73% (95% CI: 70%-76%) of physician months in Q1 and 72% (95% CI: 69%-75%) in Q4, not a significant difference. Breast cancer screening completion and colon cancer screening completion did not differ across virtual care quartiles. Medicare annual wellness visits were completed in 55% (95% CI: 50%-60%) of Q1 physician months and 54% in each of Q2, Q3, and Q4 ( P < 0.0001). CONCLUSIONS Some quality metrics were modestly impacted by high virtual primary care usage; the absolute differences in rates were small. This may provide reassurance to physicians and their health systems that telemedicine use may not adversely impact quality metrics.
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Affiliation(s)
- Jodi B Segal
- Department of Medicine, School of Medicine, Johns Hopkins University, Baltimore, MD
| | - Lisa Yanek
- Department of Medicine, School of Medicine, Johns Hopkins University, Baltimore, MD
| | - Leah Jager
- Department of Biostatistics, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD
- Department of Statistics, University of Washington, Seattle, WA
| | - Ebele Okoli
- Department of Health Policy and Management, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD
| | - Elham Hatef
- Department of Medicine, School of Medicine, Johns Hopkins University, Baltimore, MD
| | - Maqbool Dada
- Department of Operations Management and Business Analytics, Carey Business School, Johns Hopkins University, Baltimore, MD
| | - K Davina Frick
- Department of Health Policy and Management, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD
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Blyth M, Saunders GH. Remote hearing-aid delivery and support: perspectives of patients and their hearing care providers. Int J Audiol 2024; 63:966-974. [PMID: 38284791 DOI: 10.1080/14992027.2024.2304585] [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: 04/19/2023] [Revised: 12/29/2023] [Accepted: 01/05/2024] [Indexed: 01/30/2024]
Abstract
OBJECTIVE To explore the perspectives of patients and hearing care providers (HCPs) about an adult remote hearing-aid delivery service implemented during the COVID-19 pandemic. DESIGN Service evaluation via surveys. The patient survey measured satisfaction with the service, perceived hearing-aid handling skills, and preferences for future services. The HCP survey explored the impact of teleaudiology on outcomes compared to in-person care and factors important for successful teleaudiology. STUDY SAMPLE 378 patients and 14 HCPs. RESULTS Patients were highly satisfied with the service and self-reported good hearing-aid handling skills. However, 2 in 3 patients said they would prefer a future hearing-aid fitting to be in-person rather than remote. HCPs thought teleaudiology had positive impacts on convenience, accessibility, and flexibility, but negative impacts on communication, rapport, and the quality of care. HCPs considered computer literacy and individual preferences to be important for successful remote care; the age of the patient was considered less important. CONCLUSIONS Patients were generally highly satisfied with the service and for 1 in 3 it was their preferred mode of future hearing-aid fitting. Future services should be aware that a one-size-fits-all approach will not satisfy all patients and that teleaudiology should be offered on the basis of individual preference.
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Affiliation(s)
- Matthew Blyth
- Manchester Centre for Audiology and Deafness, University of Manchester, Manchester, UK
- Chime Social Enterprise, Exeter, UK
| | - Gabrielle H Saunders
- Manchester Centre for Audiology and Deafness, University of Manchester, Manchester, UK
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Bell J, Carsone B. Hearing Loss Interventions for Occupational Therapy Practitioners: A Scoping Review. Occup Ther Health Care 2024:1-28. [PMID: 39342632 DOI: 10.1080/07380577.2024.2410497] [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: 06/06/2024] [Accepted: 09/25/2024] [Indexed: 10/01/2024]
Abstract
Hearing loss can impact an individual's mental, emotional, physical, and spiritual well-being. This review identifies existing research on client-centered interventions for Deaf and Hard of Hearing (DHH) clients which occupational therapy practitioners should understand. Databases searched included CINAHL, JSTOR, ERIC, PsychINFO, and Google Scholar. Full-text articles published in English from December 2013 to December 2023 were reviewed. After data extraction and analysis, 77 articles were synthesized, and interventions were categorized by type, occupation, relevant age group, theme, and professional performing the intervention. Understanding these interventions will help occupational therapy practitioners support DHH clients across the lifespan.
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Affiliation(s)
- Juliana Bell
- Department of Occupational Therapy, Gannon University, Ruskin, FL, USA
| | - Blair Carsone
- Department of Occupational Therapy, Gannon University, Ruskin, FL, USA
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Angonese G, Buhl M, Kuhlmann I, Kollmeier B, Hildebrandt A. Prediction of Hearing Help Seeking to Design a Recommendation Module of an mHealth Hearing App: Intensive Longitudinal Study of Feature Importance Assessment. JMIR Hum Factors 2024; 11:e52310. [PMID: 39133539 PMCID: PMC11347899 DOI: 10.2196/52310] [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: 08/30/2023] [Revised: 02/22/2024] [Accepted: 05/02/2024] [Indexed: 08/13/2024] Open
Abstract
BACKGROUND Mobile health (mHealth) solutions can improve the quality, accessibility, and equity of health services, fostering early rehabilitation. For individuals with hearing loss, mHealth apps might be designed to support the decision-making processes in auditory diagnostics and provide treatment recommendations to the user (eg, hearing aid need). For some individuals, such an mHealth app might be the first contact with a hearing diagnostic service and should motivate users with hearing loss to seek professional help in a targeted manner. However, personalizing treatment recommendations is only possible by knowing the individual's profile regarding the outcome of interest. OBJECTIVE This study aims to characterize individuals who are more or less prone to seeking professional help after the repeated use of an app-based hearing test. The goal was to derive relevant hearing-related traits and personality characteristics for personalized treatment recommendations for users of mHealth hearing solutions. METHODS In total, 185 (n=106, 57.3% female) nonaided older individuals (mean age 63.8, SD 6.6 y) with subjective hearing loss participated in a mobile study. We collected cross-sectional and longitudinal data on a comprehensive set of 83 hearing-related and psychological measures among those previously found to predict hearing help seeking. Readiness to seek help was assessed as the outcome variable at study end and after 2 months. Participants were classified into help seekers and nonseekers using several supervised machine learning algorithms (random forest, naïve Bayes, and support vector machine). The most relevant features for prediction were identified using feature importance analysis. RESULTS The algorithms correctly predicted action to seek help at study end in 65.9% (122/185) to 70.3% (130/185) of cases, reaching 74.8% (98/131) classification accuracy at follow-up. Among the most important features for classification beyond hearing performance were the perceived consequences of hearing loss in daily life, attitude toward hearing aids, motivation to seek help, physical health, sensory sensitivity personality trait, neuroticism, and income. CONCLUSIONS This study contributes to the identification of individual characteristics that predict help seeking in older individuals with self-reported hearing loss. Suggestions are made for their implementation in an individual-profiling algorithm and for deriving targeted recommendations in mHealth hearing apps.
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Affiliation(s)
- Giulia Angonese
- Cluster of Excellence Hearing4All, Oldenburg, Germany
- Psychological Methods and Statistics Lab, Department of Psychology, Carl von Ossietzky Universität Oldenburg, Oldenburg, Germany
| | - Mareike Buhl
- Cluster of Excellence Hearing4All, Oldenburg, Germany
- IHU reConnect, Institut de l'Audition, Fondation Pour l'Audition, Inserm, AP-HP, Institut Pasteur, Université Paris Cité, F-75012 Paris, France
| | - Inka Kuhlmann
- Cluster of Excellence Hearing4All, Oldenburg, Germany
- Psychological Methods and Statistics Lab, Department of Psychology, Carl von Ossietzky Universität Oldenburg, Oldenburg, Germany
| | - Birger Kollmeier
- Cluster of Excellence Hearing4All, Oldenburg, Germany
- Department of Medical Physics and Acoustics, Carl von Ossietzky Universität Oldenburg, Oldenburg, Germany
- Research Center Neurosensory Science, Carl von Ossietzky Universität Oldenburg, Oldenburg, Germany
| | - Andrea Hildebrandt
- Cluster of Excellence Hearing4All, Oldenburg, Germany
- Psychological Methods and Statistics Lab, Department of Psychology, Carl von Ossietzky Universität Oldenburg, Oldenburg, Germany
- Research Center Neurosensory Science, Carl von Ossietzky Universität Oldenburg, Oldenburg, Germany
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Principi N, Esposito S. Smartphone-Based Artificial Intelligence for the Detection and Diagnosis of Pediatric Diseases: A Comprehensive Review. Bioengineering (Basel) 2024; 11:628. [PMID: 38927864 PMCID: PMC11200698 DOI: 10.3390/bioengineering11060628] [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: 04/24/2024] [Revised: 06/06/2024] [Accepted: 06/14/2024] [Indexed: 06/28/2024] Open
Abstract
In recent years, the use of smartphones and other wireless technology in medical care has developed rapidly. However, in some cases, especially for pediatric medical problems, the reliability of information accessed by mobile health technology remains debatable. The main aim of this paper is to evaluate the relevance of smartphone applications in the detection and diagnosis of pediatric medical conditions for which the greatest number of applications have been developed. This is the case of smartphone applications developed for the diagnosis of acute otitis media, otitis media with effusion, hearing impairment, obesity, amblyopia, and vision screening. In some cases, the information given by these applications has significantly improved the diagnostic ability of physicians. However, distinguishing between applications that can be effective and those that may lead to mistakes can be very difficult. This highlights the importance of a careful application selection before including smartphone-based artificial intelligence in everyday clinical practice.
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Affiliation(s)
| | - Susanna Esposito
- Pediatric Clinic, Department of Medicine and Surgery, University of Parma, 43126 Parma, Italy
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Kelsall-Foreman I, Bacusmo EAZ, Barr C, Vitkovic J, Campbell E, Coles T, Paton M, Penno K, Bennett RJ. Teleaudiology Services in Australia: A National Survey of Hearing Health Care Consumers Amid the COVID-19 Pandemic. Am J Audiol 2024; 33:518-531. [PMID: 38648545 DOI: 10.1044/2024_aja-23-00113] [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: 04/25/2024] Open
Abstract
PURPOSE The aim of this study was to investigate the perspectives of Australia-based hearing health care consumers regarding the (a) provision and utilization of teleaudiology services, (b) experiences with teleaudiology, and (c) barriers and enablers to future teleaudiology use. METHOD A national prospective self-report online survey was completed between April and October 2020, amid COVID-19. Data were analyzed using descriptive statistics (closed-answer items) and content analysis (open-text responses). A total of 381 participants (Mage = 72.07 years ± 10.08, 142 females) were recruited from different states and territories of Australia. RESULTS Despite positive outcomes reported by those who undertook teleaudiology appointments during COVID-19, results indicate low-consumer teleaudiology uptake. It can be inferred that consumers were not aware of teleaudiology as an appointment option, clinicians/clinic staff had not informed and/or supported teleaudiology as an option, and biases existed that prevented teleaudiology being more widely adopted. It is unclear whether consumers who were eligible for government subsidies understood that teleaudiology appointments were reimbursed through government funding. Barriers to future teleaudiology uptake were largely related to concerns regarding confidentiality and privacy. CONCLUSION Low consumer uptake of teleaudiology appointments appears to be driven by consumer preference for in-person services, which appears to be driven by lack of knowledge regarding the availability and effectiveness of teleaudiology. SUPPLEMENTAL MATERIAL https://doi.org/10.23641/asha.25619808.
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Affiliation(s)
- India Kelsall-Foreman
- University of Western Australia, Crawley, Australia
- Department of Brain and Hearing, Ear Science Institute Australia, Subiaco, Western Australia
| | - Eloise Anne Z Bacusmo
- University of Western Australia, Crawley, Australia
- Department of Brain and Hearing, Ear Science Institute Australia, Subiaco, Western Australia
| | | | | | | | | | - Mark Paton
- Australian College of Audiology, Spring Hill, Queensland, Australia
| | - Kathryn Penno
- Hearing Collective, Como, Western Australia, Australia
| | - Rebecca J Bennett
- University of Western Australia, Crawley, Australia
- Department of Brain and Hearing, Ear Science Institute Australia, Subiaco, Western Australia
- Audiological Sciences, National Acoustic Laboratories, Macquarie University, Sydney, Australia
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Vinadé Chagas ME, Cristina Jacovas V, de Campos Moreira T, Rodrigues Moleda Constant HM, Fernanda Rohden S, Stiehl Alves S, Santini F, Dall'Agnol S, König Klever E, Cezar Cabral F, da Silva Terres M. Are We Adequately Measuring Patient Satisfaction with Telemedicine? A Systematic Review with a Meta-Analysis. Telemed J E Health 2024; 30:1522-1538. [PMID: 38436274 DOI: 10.1089/tmj.2023.0530] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/05/2024] Open
Abstract
Introduction: Telemedicine has gained significant attention as an effective means of providing health care remotely, particularly during the COVID-19 pandemic. Patient satisfaction is a critical aspect of implementing telemedicine, but we have no comprehensive understanding of satisfaction levels and the associated factors. The aim of this systematic review and meta-analysis was to assess patient satisfaction related to telemedicine consultations and to identify key factors influencing satisfaction levels. Results: The search yielded a total of 147 cross-sectional studies, of which 107 met the criteria for inclusion in the meta-analysis. Overall, patient satisfaction with teleconsultations was found to be high, with satisfaction levels ranging from 38 to 100 on a scale of 0 to 100. Only a small percentage (2.72%) of the studies reported satisfaction levels below 75%. Surprisingly, most studies used nonvalidated satisfaction questionnaires, which highlight the need for the development of standardized measurement instruments. Conclusions: This systematic review and meta-analysis provide evidence that patients generally exhibit high levels of satisfaction with telemedicine consultations. The use of nonvalidated satisfaction questionnaires in many studies, however, suggests a need for more standardized assessment tools. Factors such as the time interval between the consultation and the assessment were found to influence satisfaction levels. Understanding these factors can help health care providers improve telemedicine services and patient-provider relationships and optimize health care delivery in the context of telemedicine. Further research is warranted to develop validated satisfaction measurement instruments and explore any additional factors that influence patient satisfaction with telemedicine.
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Affiliation(s)
- Maria Eulália Vinadé Chagas
- Hospital Moinhos de Vento, Porto Alegre, Rio Grande do Sul, Brazil
- Universidade Federal de Ciências da Saúde de Porto Alegre, Porto Alegre, Rio Grande do Sul, Brazil
| | | | | | | | | | - Suelen Stiehl Alves
- Hospital Moinhos de Vento, Porto Alegre, Rio Grande do Sul, Brazil
- Universidade Federal de Ciências da Saúde de Porto Alegre, Porto Alegre, Rio Grande do Sul, Brazil
| | - Fernando Santini
- Universidade do Vale do Rio dos Sinos (Unisinos), Business School, Porto Alegre, Rio Grande do Sul, Brazil
| | - Sara Dall'Agnol
- Universidade Federal de Ciências da Saúde de Porto Alegre, Porto Alegre, Rio Grande do Sul, Brazil
| | - Emanuele König Klever
- Hospital Moinhos de Vento, Porto Alegre, Rio Grande do Sul, Brazil
- Universidade Federal de Ciências da Saúde de Porto Alegre, Porto Alegre, Rio Grande do Sul, Brazil
| | | | - Mellina da Silva Terres
- Universidade Federal de Ciências da Saúde de Porto Alegre, Porto Alegre, Rio Grande do Sul, Brazil
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Soares A, de Almeida K. Development of an Internet-based system to guide and telemonitor hearing aid users. Codas 2023; 35:e20220162. [PMID: 38055411 PMCID: PMC10750822 DOI: 10.1590/2317-1782/20232022162pt] [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: 07/12/2022] [Accepted: 03/13/2023] [Indexed: 12/08/2023] Open
Abstract
PURPOSE To develop and verify the usability of an internet-based system for telemonitoring and guidance of the hearing aid user as well as monitoring the long-term performance in a pilot group. METHODS The system "I can hear, but I can't understand" was developed based on recommendations in the literature regarding layout, design, and content for guidance and advice. Three stages were followed: planning, design and content development, and pilot testing. The sample consisted of 43 adults and older adults with any type and degree of hearing loss, who had been regularly using a hearing aid for at least 30 days and at most 24 months, with reading skills and no evidence of cognitive impairments. The individuals were followed up for 8 to 12 months. The users' performance was monitored with the Speech, Spatial and Qualities of Hearing Scale. The usability of this material was assessed with the System Usability Scale. RESULTS Improved performance and increased self-reported daily use of the hearing aid were observed after the period of guidance and telemonitoring via the system for all research participants. In all analyzes of the SUS scale, it was possible to observe a performance superior to 70 points, demonstrating good usability of the system. In the analysis of the performance of the SSQ, in the three moments of the research, a positive response was observed in all domains, thus showing progress in the use of hearing aids, with significant data for the domain of Hearing Speech. CONCLUSION The system "I can hear, but I can't understand" proved to be an easy-to-use and effective tool to telemonitor hearing aid users.
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Affiliation(s)
- Andrea Soares
- Faculdade de Ciências Médicas da Santa Casa de São Paulo – FCMSCSP - São Paulo (SP), Brasil.
| | - Katia de Almeida
- Faculdade de Ciências Médicas da Santa Casa de São Paulo – FCMSCSP - São Paulo (SP), Brasil.
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Ramkumar V, Shankar V, Kumar S. Implementation factors influencing the sustained provision of tele-audiology services: insights from a combined methodology of scoping review and qualitative semistructured interviews. BMJ Open 2023; 13:e075430. [PMID: 37875289 PMCID: PMC10603431 DOI: 10.1136/bmjopen-2023-075430] [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: 05/08/2023] [Accepted: 09/28/2023] [Indexed: 10/26/2023] Open
Abstract
OBJECTIVES The objectives of the current study were to (a) identify long-term tele-audiology services reported to be implemented beyond the research phase and determine whether they are sustained, (b) map the implementation process to Standards for Reporting Implementation Studies guidelines and (c) map the factors that influenced its sustainability to the Implementation Outcomes Framework (IOF) to understand the gaps from an implementation research perspective. STUDY DESIGN, SETTING AND PARTICIPANTS This cross-sectional study included a scoping review of articles describing long-term tele-audiology services from around the world to determine the factors influencing the implementation. Six electronic databases (PubMed, Cochrane Library, Web of Science, Scopus, Google Scholar and ProQuest) were searched for literature published between 2010 and 2023. This was followed by semistructured interviews (SSIs), which were guided by the IOF. Six project implementers were interviewed to obtain an in-depth understanding of factors that influenced sustainability of these tele-audiology services. Thematic analysis of the interview transcripts was carried out using a hybrid inductive-deductive approach. RESULTS Data were extracted from 32 tele-audiology studies included in the review, which were then mapped to 21 projects. The findings of the scoping review reveal that tele-audiology services were predominantly provided using synchronous telepractice methods. The 'professional-facilitator-patient' model was most commonly used. None of the studies reported the use of implementation research and/or outcome frameworks. Factors that influenced sustainability of tele-audiology services were identified from the combined results of the scoping review and the SSIs. These factors could be mapped to implementation outcomes of acceptability, adoption, feasibility, implementation cost and sustainability. CONCLUSION Implementation research and/or outcome framework should be used to guide the implementation processes, its evaluation and measurement of outcomes systematically in tele-audiology service delivery. When such frameworks are used, gaps in information regarding the context influencing implementation, reporting of fidelity and adaptability measures can be addressed.
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Affiliation(s)
- Vidya Ramkumar
- Department of Audiology, Sri Ramachandra Institute of Higher Education and Research (Deemed to be University), Chennai, Tamil Nadu, India
| | - Varsha Shankar
- Department of Audiology, Sri Ramachandra Institute of Higher Education and Research (Deemed to be University), Chennai, Tamil Nadu, India
| | - Shuba Kumar
- Social Scientist, Samarth, Non-Government Organisation, Chennai, Tamil Nadu, India
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Winter N, McMillan K, Finch J, da Silva D, Whitehead A, Harvey D, McBride LJ, Hickson L, Theodoros D, Russell T. Evaluation of a teleaudiology service in regional Australia. Int J Audiol 2023; 62:964-972. [PMID: 35980839 DOI: 10.1080/14992027.2022.2108913] [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: 01/26/2022] [Accepted: 07/24/2022] [Indexed: 11/05/2022]
Abstract
OBJECTIVE Evaluate accessibility, effectiveness, acceptability and efficiency of a student- assisted teleaudiology model of care in a regional hospital in Queensland, Australia. DESIGN Prospective mixed method service evaluation study. STUDY SAMPLE Demographic, service and satisfaction data were collected from 233 patients (children aged ≥5 and adults) who received teleaudiology assessment. Satisfaction data was collected from 27 hospital clinic staff (medical, nursing and clinic assistants) and 28 university audiology clinical educator participants. Experience and satisfaction data were collected from 16 teleaudiology clinic university students. Quantitative data was analysed using SPSS software. Qualitative data were analysed using inductive content analysis. RESULTS Following introduction of the teleaudiology service in 2017 and evaluation during the first 6 months, 95% of patients were able to access audiology assessments on the same day as their Ear, Nose and Throat appointments. New referrals to the service were seen within a month. The audiology assessment battery was completed 95% of the time within an average of 33 minutes by the end of the study period. Patients, hospital and university staff and students reported high satisfaction with their experiences of teleaudiology, including its convenience and efficiency. CONCLUSIONS A student-assisted teleaudiology model of care can deliver accessible, effective, and efficient services with high levels of satisfaction by participants.
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Affiliation(s)
- Natalie Winter
- Queensland Department of Health, Cairns and Hinterland Hospital and Health Service, Cairns, Australia
| | - Katie McMillan
- Queensland Department of Health, Cairns and Hinterland Hospital and Health Service, Cairns, Australia
| | - Jennifer Finch
- Queensland Department of Health, Allied Health Professions Office of Queensland, Brisbane, Australia
| | - David da Silva
- School of Health and Rehabilitation Sciences, The University of Queensland, Saint Lucia, Australia
| | - Andrea Whitehead
- School of Health and Rehabilitation Sciences, The University of Queensland, Saint Lucia, Australia
| | - Desley Harvey
- Queensland Department of Health, Cairns and Hinterland Hospital and Health Service, Cairns, Australia
- College of Healthcare Sciences, James Cook University, Cairns, Australia
| | - Liza-Jane McBride
- Queensland Department of Health, Allied Health Professions Office of Queensland, Brisbane, Australia
| | - Louise Hickson
- School of Health and Rehabilitation Sciences, The University of Queensland, Saint Lucia, Australia
| | - Deborah Theodoros
- School of Health and Rehabilitation Sciences, The University of Queensland, Saint Lucia, Australia
| | - Trevor Russell
- School of Health and Rehabilitation Sciences, The University of Queensland, Saint Lucia, Australia
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Amorim AAL, Alvarenga KDF, Jacob LCB, Araújo ES. Usability evaluation of the Agente Escuta application: translational research. Codas 2023; 35:e20220149. [PMID: 37729328 PMCID: PMC10546923 DOI: 10.1590/2317-1782/20232022149pt] [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: 05/27/2022] [Accepted: 08/22/2022] [Indexed: 09/22/2023] Open
Abstract
PURPOSE To evaluate the usability and satisfaction of users with the interface of the 'Agente Escuta' application, in addition to identifying problems and possibilities for improvement. METHODS Descriptive exploratory translational study, characterized by a usability test with a quantitative and qualitative approach, subdivided into three stages: (I) prior evaluation of usability by 10 judges, including students, primary care professionals, professors and researchers in Information Technology and Speech Therapy; (II) evaluation of the application by the target audience, that is, community health agents from six municipalities in Rio Grande do Norte; (III) evaluation of the satisfaction of the agents who used the application in their work routine. The System Usability Scale and the Net Promoter Score were used, in addition to a qualitative evaluation of the opinions. RESULTS Usability was rated as excellent by judges, regardless of category. In the evaluation by community health agents, usability was considered good and there was no effect of the city of origin. It was found that the perception of the judges and the target audience were different, with a lower score for the participants in the second stage. However, most would give positive publicity to the product. The heuristic with the highest score was ease of memorization and participants in the third stage were interested in continuing to use the tool in practice, even after the end of the study. CONCLUSION The Agente Escuta prototype showed good usability and satisfaction and aspects that could be improved in future solutions were identified.
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Affiliation(s)
- Alice Andrade Lopes Amorim
- Programa Associado de Pós-graduação em Fonoaudiologia, Universidade Federal do Rio Grande do Norte - UFRN - Natal (RN), Brasil.
| | | | | | - Eliene Silva Araújo
- Programa Associado de Pós-graduação em Fonoaudiologia, Universidade Federal do Rio Grande do Norte - UFRN - Natal (RN), Brasil.
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15
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Mui B, Muzaffar J, Chen J, Bidargaddi N, Shekhawat GS. Hearing Health Care Stakeholders' Perspectives on Teleaudiology Implementation: Lessons Learned During the COVID-19 Pandemic and Pathways Forward. Am J Audiol 2023; 32:560-573. [PMID: 37348485 DOI: 10.1044/2023_aja-23-00001] [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: 06/24/2023] Open
Abstract
PURPOSE The purpose of this study was to explore how teleaudiology is perceived by Australian-based hearing health care stakeholders (clients, clinicians, students, academics, and industry partners) to inform future teleaudiology implementation. METHOD Five cross-sectional online surveys were adopted, and a total of 366 stakeholders responded (173 clients, 110 clinicians, 58 students, 19 academics, and six industry partners). RESULTS Results show that 55% of clients and over 90% of clinicians, students, academics, and industry partners knew what teleaudiology was. Experience in teleaudiology appointments was shared by 85% of clinicians and 7% of clients. Moreover, 98% of clients were not offered any teleaudiology appointments. Teleaudiology apps were used by 66% of clinicians and 26% of clients. Both clients and clinicians acknowledged the benefits of teleaudiology including convenience and accessibility and identified drawbacks, such as loss of personal interaction and communication difficulty. About 80% of students and academics reported inclusion of teleaudiology within their universities' curriculum but only to a limited extent. Low teleaudiology uptake rates in placement clinics, as well as insufficient funding and staffing, were suggested as barriers to learning and teaching teleaudiology. Industry partners were generally confident in training clinicians to use teleaudiology products and teaching students on teleaudiology, but only one industry partner had been invited by universities for teaching purposes. CONCLUSIONS Low teleaudiology use and reserved attitudes toward widespread teleaudiology implementation were observed among clients. Clinicians, students, academics, and industry partners generally displayed positive attitudes toward teleaudiology use. Increasing awareness of teleaudiology services and collaboration between stakeholders are crucial in promoting teleaudiology uptake. SUPPLEMENTAL MATERIAL https://doi.org/10.23641/asha.23519292.
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Affiliation(s)
- Boaz Mui
- Audiology, College of Nursing and Health Sciences, Flinders University, South Australia, Australia
| | - Jameel Muzaffar
- TWJ Foundation Fellow in Otology & Auditory Implantation, Department of Clinical Neurosciences, University of Cambridge, United Kingdom
- Department of Ear, Nose and Throat Surgery, Cambridge University Hospitals NHS Foundation Trust, United Kingdom
- Oto Health Ltd., London, United Kingdom
| | - Jinsong Chen
- The Clinician Ltd., Auckland, New Zealand
- National Institute for Health Innovation, University of Auckland, New Zealand
| | - Niranjan Bidargaddi
- Flinders Digital Health Research Centre, College of Medicine and Public Health, Flinders University, South Australia, Australia
| | - Giriraj Singh Shekhawat
- Audiology, College of Nursing and Health Sciences, Flinders University, South Australia, Australia
- Ear Institute, University College London, United Kingdom
- Tinnitus Research Initiative, Regensburg, Germany
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16
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Ekberg K, Timmer BH, Francis A, Hickson L. Improving the implementation of family-centred care in adult audiology appointments: a feasibility intervention study. Int J Audiol 2023; 62:900-912. [PMID: 35801354 DOI: 10.1080/14992027.2022.2095536] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2021] [Revised: 06/20/2022] [Accepted: 06/22/2022] [Indexed: 11/05/2022]
Abstract
OBJECTIVE There is mounting evidence for implementing family-centred care (FCC) in adult audiology services, however FCC is not typically observed in adult clinical practice. This study implemented an intervention to increase family member attendance and involvement within adult audiology appointments. DESIGN The study involved a mixed method design over three key phases: Standard Care, Intervention I (increasing family member attendance), and Intervention II (increasing family member involvement). STUDY SAMPLE Staff from four private audiology clinics within one organisation participated in the intervention. Data was collected from different clients in each phase (n = 27 Standard Care, n = 30 Intervention I, and n = 23 Intervention II). RESULTS Family member attendance increased from 26% of appointments in Standard Care to 40% at Intervention I, and 48% at Intervention II. Family member involvement also showed improvement on some measures (video analysis) although talk time did not significantly increase. Significant improvements in client satisfaction with services were found (Net Promoter Score and Measure of Processes of Care). CONCLUSION The implementation of FCC in audiology clinics needs to be an ongoing, whole-of-clinic approach, including staff in all roles. Increasing family member attendance at adult audiology appointments can lead to benefits to client satisfaction with services.
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Affiliation(s)
- Katie Ekberg
- School of Health and Rehabilitation Sciences, The University of Queensland, Brisbane, Australia
| | - Barbra H Timmer
- School of Health and Rehabilitation Sciences, The University of Queensland, Brisbane, Australia
- Sonova Holding, Stafa, Switzerland
| | - Anna Francis
- School of Health and Rehabilitation Sciences, The University of Queensland, Brisbane, Australia
| | - Louise Hickson
- School of Health and Rehabilitation Sciences, The University of Queensland, Brisbane, Australia
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17
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Ferguson MA, Eikelboom RH, Sucher CM, Maidment DW, Bennett RJ. Remote Technologies to Enhance Service Delivery for Adults: Clinical Research Perspectives. Semin Hear 2023; 44:328-350. [PMID: 37484990 PMCID: PMC10361795 DOI: 10.1055/s-0043-1769742] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/25/2023] Open
Abstract
There are many examples of remote technologies that are clinically effective and provide numerous benefits to adults with hearing loss. Despite this, the uptake of remote technologies for hearing healthcare has been both low and slow until the onset of the COVID-19 pandemic, which has been a key driver for change globally. The time is now right to take advantage of the many benefits that remote technologies offer, through clinical, consumer, or hybrid services and channels. These include greater access and choice, better interactivity and engagement, and tailoring of technologies to individual needs, leading to clients who are better informed, enabled, and empowered to self-manage their hearing loss. This article provides an overview of the clinical research evidence-base across a range of remote technologies along the hearing health journey. This includes qualitative, as well as quantitative, methods to ensure the end-users' voice is at the core of the research, thereby promoting person-centered principles. Most of these remote technologies are available and some are already in use, albeit not widespread. Finally, whenever new technologies or processes are implemented into services, be they clinical, hybrid, or consumer, careful consideration needs to be given to the required behavior change of the key people (e.g., clients and service providers) to facilitate and optimize implementation.
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Affiliation(s)
- Melanie A. Ferguson
- Ear Science Institute Australia, Perth, Australia
- School of Allied Health, Faculty of Health Sciences, Curtin University, Perth, Australia
| | - Robert H. Eikelboom
- Ear Science Institute Australia, Perth, Australia
- School of Allied Health, Faculty of Health Sciences, Curtin University, Perth, Australia
- Centre for Ear Sciences, Medical School, The University of Western Australia, Perth, Australia
- Department of Speech Language Pathology and Audiology, University of Pretoria, Pretoria, South Africa
| | - Cathy M. Sucher
- Ear Science Institute Australia, Perth, Australia
- School of Allied Health, Faculty of Health Sciences, Curtin University, Perth, Australia
- Centre for Ear Sciences, Medical School, The University of Western Australia, Perth, Australia
| | - David W. Maidment
- School of Sport, Exercise and Health Sciences, Loughborough University, Leicestershire, United Kingdom
| | - Rebecca J. Bennett
- Ear Science Institute Australia, Perth, Australia
- School of Allied Health, Faculty of Health Sciences, Curtin University, Perth, Australia
- Centre for Ear Sciences, Medical School, The University of Western Australia, Perth, Australia
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18
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Swanepoel DW, Oosthuizen I, Graham MA, Manchaiah V. Comparing Hearing Aid Outcomes in Adults Using Over-the-Counter and Hearing Care Professional Service Delivery Models. Am J Audiol 2023:1-9. [PMID: 36876936 DOI: 10.1044/2022_aja-22-00130] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/07/2023] Open
Abstract
PURPOSE More affordable hearing aids are now available due to over-the-counter (OTC) hearing aid regulations. Although laboratory studies have validated many OTC hearing technologies, there are limited real-world benefit studies. This study compared hearing aid outcomes reported by clients from OTC and conventional hearing care professional (HCP) service delivery models. METHOD An ecological, cross-sectional survey design was employed. An online survey was sent to the Hearing Tracker user and OTC Lexie hearing aid user databases. Moreover, 656 hearing aid users completed the survey-406 through conventional HCP services (M age = 66.7 ± 13.0 years) and 250 through the OTC model (M age = 63.7 ± 12.2 years). Self-reported hearing aid benefit and satisfaction were measured with the International Outcome Inventory for Hearing Aids outcome tool. RESULTS No significant difference for overall hearing aid outcomes between HCP and OTC users was evident using regression analyses, controlling for age, gender, duration of hearing loss, duration before hearing aid purchase, self-reported hearing difficulty, and unilateral versus bilateral fitting. For the "daily use" domain, HCP clients reported significantly longer hours of daily use. For the "residual activity limitations" domain, OTC hearing aid users reported significantly less difficulty hearing in situations where they most wanted to hear better. CONCLUSIONS OTC hearing aid outcomes could complement and provide similar satisfaction and benefit to HCP models for adults. Service delivery aspects such as self-fitting, acclimatization programs, remote support, behavioral incentivization, and payment options should be investigated for their potential role in OTC hearing aid outcomes. SUPPLEMENTAL MATERIAL https://doi.org/10.23641/asha.22134788.
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Affiliation(s)
- De Wet Swanepoel
- Department of Speech-Language Pathology and Audiology, University of Pretoria, South Africa.,Virtual Hearing Lab, Collaborative Initiative between the University of Colorado School of Medicine and the University of Pretoria, Aurora.,Ear Science Institute Australia, Subiaco, Western Australia.,Department of Otolaryngology-Head & Neck Surgery, University of Colorado School of Medicine, Aurora
| | - Ilze Oosthuizen
- Department of Speech-Language Pathology and Audiology, University of Pretoria, South Africa.,Virtual Hearing Lab, Collaborative Initiative between the University of Colorado School of Medicine and the University of Pretoria, Aurora
| | - Marien Alet Graham
- Department of Science, Mathematics and Technology Education, University of Pretoria, South Africa
| | - Vinaya Manchaiah
- Department of Speech-Language Pathology and Audiology, University of Pretoria, South Africa.,Virtual Hearing Lab, Collaborative Initiative between the University of Colorado School of Medicine and the University of Pretoria, Aurora.,Department of Otolaryngology-Head & Neck Surgery, University of Colorado School of Medicine, Aurora.,UCHealth Hearing and Balance Center, University of Colorado Hospital, Aurora.,Department of Speech and Hearing, School of Allied Health Sciences, Manipal Academy of Higher Education, India
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19
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Maqsood S, Damaševičius R. Multiclass skin lesion localization and classification using deep learning based features fusion and selection framework for smart healthcare. Neural Netw 2023; 160:238-258. [PMID: 36701878 DOI: 10.1016/j.neunet.2023.01.022] [Citation(s) in RCA: 28] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2022] [Revised: 11/13/2022] [Accepted: 01/19/2023] [Indexed: 01/27/2023]
Abstract
BACKGROUND The idea of smart healthcare has gradually gained attention as a result of the information technology industry's rapid development. Smart healthcare uses next-generation technologies i.e., artificial intelligence (AI) and Internet of Things (IoT), to intelligently transform current medical methods to make them more efficient, dependable and individualized. One of the most prominent uses of telemedicine and e-health in medical image analysis is teledermatology. Telecommunications technologies are used in this industry to send medical information to professionals. Teledermatology is a useful method for the identification of skin lesions, particularly in rural locations, because the skin is visually perceptible. One of the most recent tools for diagnosing skin cancer is dermoscopy. To classify skin malignancies, numerous computational approaches have been proposed in the literature. However, difficulties still exist i.e., lesions with low contrast, imbalanced datasets, high level of memory complexity, and the extraction of redundant features. METHODS In this work, a unified CAD model is proposed based on a deep learning framework for skin lesion segmentation and classification. In the proposed approach, the source dermoscopic images are initially pre-processed using a contrast enhancement based modified bio-inspired multiple exposure fusion approach. In the second stage, a custom 26-layered convolutional neural network (CNN) architecture is designed to segment the skin lesion regions. In the third stage, four pre-trained CNN models (Xception, ResNet-50, ResNet-101 and VGG16) are modified and trained using transfer learning on the segmented lesion images. In the fourth stage, the deep features vectors are extracted from all the CNN models and fused using the convolutional sparse image decomposition fusion approach. In the fifth stage, the univariate measurement and Poisson distribution feature selection approach is used for the best features selection for classification. Finally, the selected features are fed to the multi-class support vector machine (MC-SVM) for the final classification. RESULTS The proposed approach employed to the HAM10000, ISIC2018, ISIC2019, and PH2 datasets and achieved an accuracy of 98.57%, 98.62%, 93.47%, and 98.98% respectively which are better than previous works. CONCLUSION When compared to renowned state-of-the-art methods, experimental results show that the proposed skin lesion detection and classification approach achieved higher performance in terms of both visually and enhanced quantitative evaluation with enhanced accuracy.
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Affiliation(s)
- Sarmad Maqsood
- Department of Software Engineering, Faculty of Informatics Engineering, Kaunas University of Technology, LT-51386 Kaunas, Lithuania.
| | - Robertas Damaševičius
- Department of Software Engineering, Faculty of Informatics Engineering, Kaunas University of Technology, LT-51386 Kaunas, Lithuania.
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20
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DiFabio D, Moodie S, O’Hagan R, Pardal S, Glista D. Barriers and facilitators to paediatric caregivers' participation in virtual speech, language, and hearing services: A scoping review. Digit Health 2023; 9:20552076231216684. [PMID: 38033515 PMCID: PMC10687955 DOI: 10.1177/20552076231216684] [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] [Accepted: 11/08/2023] [Indexed: 12/02/2023] Open
Abstract
Purpose Virtual care-related technologies are transforming the way in which health services are delivered. A growing number of studies support the use of virtual care in the field of audiology and speech-language pathology; however, there remains a need to identify and understand what influences caregiver participation within the care that is virtual and family-focused. This review aimed to identify, synthesize, and summarize the literature around the reported barriers and facilitators to caregiver participation in virtual speech/hearing assessment and/or intervention appointments for their child. Methods A scoping review was conducted following the Joanna Briggs Institute manual for evidence synthesis. A search was conducted using six databases including MEDLINE, CINAHL, SCOPUS, ERIC, Nursing and Allied Health, and Web of Science to collect peer-reviewed studies of interest. Data was extracted according to a protocol published on Figshare, outlining a predefined data extraction form and search strategy. Results A variety of service delivery models and technology requirements were identified across the 48 included studies. Caregiver participation was found to vary across levels of attendance and involvement according to eight categories: Attitudes, child behavioral considerations, environment, opportunities, provider-family relationship, role in care process, support, and technology. Conclusions This review presents a description of the key categories reported to influence caregiver participation in virtual care appointments. Future research is needed to explore how the findings can be used within family-centered care models to provide strategic support benefiting the use and outcomes of virtual care.
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Affiliation(s)
- Danielle DiFabio
- School of Health and Rehabilitation Sciences, Western University, London, ON, Canada
| | - Sheila Moodie
- School of Health and Rehabilitation Sciences, Western University, London, ON, Canada
- The National Centre for Audiology, Western University, London, ON, Canada
- The School of Communication Sciences and Disorders, Western University, London, ON, Canada
| | - Robin O’Hagan
- The National Centre for Audiology, Western University, London, ON, Canada
| | - Simrin Pardal
- School of Health Studies, Western University, London, ON, Canada
| | - Danielle Glista
- School of Health and Rehabilitation Sciences, Western University, London, ON, Canada
- The National Centre for Audiology, Western University, London, ON, Canada
- The School of Communication Sciences and Disorders, Western University, London, ON, Canada
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21
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Arnold ML, Haley W, Lin FR, Faucette S, Sherry L, Higuchi K, Witherell K, Anderson E, Reed NS, Chisolm TH, Sanchez VA. Development, assessment, and monitoring of audiologic treatment fidelity in the aging and cognitive health evaluation in elders (ACHIEVE) randomised controlled trial. Int J Audiol 2022; 61:720-730. [PMID: 34533430 PMCID: PMC11992692 DOI: 10.1080/14992027.2021.1973126] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2020] [Revised: 08/18/2021] [Accepted: 08/20/2021] [Indexed: 12/13/2022]
Abstract
OBJECTIVE Studies investigating hearing interventions under-utilise and under-report treatment fidelity planning, implementation, and assessment. This represents a critical gap in the field that has the potential to impede advancements in the successful dissemination and implementation of interventions. Thus, our objective was to describe treatment fidelity planning and implementation for hearing intervention in the multi-site Ageing and Cognitive Health Evaluation in Elders (ACHIEVE) randomised controlled trial. DESIGN Our treatment fidelity plan was based on a framework defined by the National Institutes of Health Behaviour Change Consortium (NIH BCC), and included strategies to enhance study design, provider training, and treatment delivery, receipt, and enactment. STUDY SAMPLE To assess the fidelity of the ACHIEVE hearing intervention, we distributed a checklist containing criteria from each NIH BCC core treatment fidelity category to nine raters. RESULTS The ACHIEVE hearing intervention fidelity plan satisfied 96% of NIH BCC criteria. Our assessment suggested a need for including clear, objective definitions of provider characteristics and non-treatment aspects of intervention delivery in future fidelity plans. CONCLUSIONS The ACHIEVE hearing intervention fidelity plan can serve as a framework for the application of NIH BCC fidelity strategies for future studies and enhance the ability of researchers to reliably implement evidence-based interventions.
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Affiliation(s)
- Michelle L. Arnold
- Department of Communication Sciences & Disorders, University of South Florida, Florida, FL, USA
| | - William Haley
- School of Aging Studies, University of South Florida, Florida, FL, USA
| | - Frank R. Lin
- Department of Otolaryngology-Head & Neck Surgery, Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - Sarah Faucette
- University of Mississippi Medical Center, Jackson, MS, USA
| | - Laura Sherry
- Department of Otolaryngology-Head & Neck Surgery, Johns Hopkins School of Medicine, Baltimore, MD, USA
| | | | - Kerry Witherell
- Department of Speech-Language-Hearing Sciences, University of Minnesota, Minneapolis, MN, USA
| | - Elizabeth Anderson
- Department of Speech-Language-Hearing Sciences, University of Minnesota, Minneapolis, MN, USA
| | - Nicholas S. Reed
- Department of Otolaryngology-Head & Neck Surgery, Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - Theresa H. Chisolm
- Department of Communication Sciences & Disorders, University of South Florida, Florida, FL, USA
| | - Victoria A. Sanchez
- Department of Communication Sciences & Disorders, University of South Florida, Florida, FL, USA
- Department of Otolaryngology-Head & Neck Surgery, University of South Florida, Tampa, FL, USA
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22
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Abrams HB, Callahan C. Health Behavior and Motivational Engagement Models Can Explain and Modify Teleaudiology Uptake. Am J Audiol 2022; 31:1043-1051. [PMID: 36048627 DOI: 10.1044/2022_aja-21-00204] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022] Open
Abstract
PURPOSE The remote delivery of health care services (i.e., telehealth) has steadily increased across the health care landscape over the past decade with a dramatic increase following the onset of the COVID-19 pandemic. Remote audiology delivery (i.e., teleaudiology), by contrast, has traditionally been characterized by relatively low utilization. While teleaudiology services increased during the COVID-19 lockdown period, most of those services were generally limited to follow-up care and postfitting consultations to existing patients. Furthermore, there is reason to believe that, despite the benefits that remote care provides, the use of teleaudiology services has decreased as in-person care has increased following the lifting of mandatory COVID-related lockdowns. The purpose of this viewpoint article is to posit that existing theories of health behavior, usually applied to patient-specific behaviors (e.g., hearing aid uptake) may explain the reluctance of audiologists to "uptake" a teleaudiology model of care. We also explore the potential of motivational engagement strategies as a means to allow audiologists to examine their sources of ambivalence as they consider adopting a remote service-delivery model. CONCLUSIONS Health behavior models such as the Health Belief, Transtheoretical, and capability, opportunity, motivation, and behavior (COM-B) models represent theories that may help to explain audiologists' resistance to adopting remote delivery services. Motivational engagement strategies, such as decisional balance, can provide useful tools for audiologists to examine their attitudes toward the adoption of teleaudiology.
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Affiliation(s)
- Harvey B Abrams
- Department of Communication Sciences and Disorders, University of South Florida, Tampa, FL.,Lively Hearing Corporation, New York, NY
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Khatib N, Hlayisi VG. Is a hybrid of online and face-to-face services feasible for audiological rehabilitation post COVID-19? Findings from three public health patients. SOUTH AFRICAN JOURNAL OF COMMUNICATION DISORDERS 2022; 69:e1-e11. [PMID: 36073077 PMCID: PMC9452922 DOI: 10.4102/sajcd.v69i2.907] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2022] [Revised: 07/01/2022] [Accepted: 07/01/2022] [Indexed: 01/10/2023] Open
Abstract
Background: The global coronavirus disease 2019 (COVID-19) pandemic has pushed many audiologists to incorporate remote service delivery methods to adhere to mandatory health and safety protocols. The use of tele-audiology for audiological rehabilitation may provide a sustainable, cost-effective modality to suit the existing need, particularly in low-resourced countries.Objectives: This study aimed to investigate the feasibility of implementing a hybrid tele-rehabilitation programme in a South African public health context. An online auditory training (AT) programme was used to determine (1) compliance, (2) clinical benefit, (3) participant experience and (4) costs.Method: A convergent mixed methods design with a feasibility approach was utilised. Data collection was done through questionnaires, in-booth assessments, online AT, and face-to-face interviewing. Participants undertook online AT over 4 weeks. For pre- and post-online AT, the Abbreviated Profile of Hearing Aid Benefit (APHAB), QuickSIN, entrance and exit questionnaires, interviews and a system usability scale were administered.Results: Key findings of this study included (1) a high compliance rate (84.82%) with minimal clinician contact time at 3 h 25 min over 5–6-weeks; (2) improvement in perceived hearing aid (HA) benefit, and improvement in listening skills; (3) reported positive experiences; and (4) minimal programme costs at an average of R1350.00 per participant.Conclusion: The results showed positive indicators that the use of hybrid tele-rehabilitative strategies may provide a viable alternative to the traditional face-to-face modality. The hybrid approach showed clinical benefits, cost-effectiveness, minimal contact time as well as COVID-19 compliance. Further large-scale research is still needed.
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Affiliation(s)
- Nuha Khatib
- Department of Health and Rehabilitation Sciences, Faculty of Health Sciences, University of Cape Town, Cape Town.
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Rong H, Wang X, Lai X, Yu W, Fei Y. Associations Between Sleep Duration and Sensory Impairments Among Older Adults in China. Front Aging Neurosci 2022; 14:910231. [PMID: 35754970 PMCID: PMC9228799 DOI: 10.3389/fnagi.2022.910231] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2022] [Accepted: 05/10/2022] [Indexed: 11/20/2022] Open
Abstract
Objective Studies of sleep duration in relation to the risk of sensory impairments other than dementia are scarce. Little is known about the associations between sleep duration and sensory impairments in China. This study aims to explore the associations between sleep duration and single or dual sensory impairments (visual and/or hearing). Methods This cross-sectional study used the data from 17,668 respondents were drawn from the 2018 survey of the China Health and Retirement Longitudinal Study (CHARLS), an ongoing national longitudinal study of Chinese adults aged 45 years and above. The duration of sleep per night was obtained from face-to-face interviews. The presence of sensory impairments was measured by self-reported visual and hearing functions. Multivariable generalized linear models (GLM) with binomial family and log link to assess the associations between sleep duration and sensory impairments. Results Of the 17,668 respondents, 8,396 (47.5%) were men. The mean (SD) age was 62.5 (10.0) years old. Respondents with short (≤ 4, 5 h per night) sleep duration had a significantly higher risk of visual, hearing and dual sensory impairments than those who slept for 7 h per night after adjusting for covariates (P < 0.05). Meanwhile, respondents who slept for 6 h per night had a higher risk of hearing impairment (P = 0.005). Further analysis suggested a U-shaped association between sleep duration and sensory impairments. When sleep duration fell below 8 h, increased sleep duration was associated with a significantly lower risk of visual (OR, 0.93; 95%CI, 0.88–0.98; P = 0.006), hearing (OR, 0.89; 95% CI, 0.86–0.93; P < 0.001), and dual (OR, 0.90; 95% CI, 0.87–0.94; P < 0.001) impairments. When sleep duration exceeded 8 h, the risk of visual (OR, 1.09; 95% CI, 1.00–1.19; P = 0.048), hearing (OR, 1.04; 95% CI, 0.97–1.11; P = 0.269), and dual (OR, 1.07; 95% CI, 1.00–1.14; P = 0.044) impairments would increase facing prolonged sleep duration. Women and the elderly aged over 60 years old were more sensitive to short sleep duration and experienced a higher risk of sensory impairments. Conclusion In this study, short sleep duration was associated with a higher risk of visual and hearing impairments. Future studies are needed to examine the mechanisms of the associations between sleep duration and sensory impairments.
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Affiliation(s)
- Hongguo Rong
- Institute for Excellence in Evidence-Based Chinese Medicine, Beijing University of Chinese Medicine, Beijing, China.,Center for Evidence-Based Chinese Medicine, Beijing University of Chinese Medicine, Beijing, China.,School of Traditional Chinese Medicine, Beijing University of Chinese Medicine, Beijing, China
| | - Xiao Wang
- Beijing Key Laboratory of Mental Disorders, The National Clinical Research Center for Mental Disorders, Anding Hospital, Capital Medical University, Beijing, China
| | - Xiaozhen Lai
- China Center for Health Development Studies, Peking University, Beijing, China
| | - Weijie Yu
- School of Traditional Chinese Medicine, Beijing University of Chinese Medicine, Beijing, China
| | - Yutong Fei
- Center for Evidence-Based Chinese Medicine, Beijing University of Chinese Medicine, Beijing, China.,Institute for Excellence in Evidence-Based Chinese Medicine, Beijing University of Chinese Medicine, Beijing, China.,School of Traditional Chinese Medicine, Beijing University of Chinese Medicine, Beijing, China
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Bhamjee A, le Roux T, Swanepoel DW, Graham MA, Schlemmer K, Mahomed-Asmail F. Perceptions of Telehealth Services for Hearing Loss in South Africa's Public Healthcare System. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:7780. [PMID: 35805438 PMCID: PMC9265507 DOI: 10.3390/ijerph19137780] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/28/2022] [Revised: 06/14/2022] [Accepted: 06/17/2022] [Indexed: 11/17/2022]
Abstract
Telehealth promises increased access to hearing healthcare services, primarily in areas where hearing healthcare resources are limited, such as within the South African public healthcare system. Telehealth for hearing healthcare is especially important during the COVID-19 pandemic, where physical distancing has been essential. This study aimed to describe audiologists' perceptions regarding telehealth services for hearing loss within South Africa's public healthcare system. This study was divided into two phases. During Phase 1, 97 audiologists completed an electronic survey regarding their perceptions of telehealth for hearing loss within South African public sector hospitals. Synchronous virtual focus-group discussions were conducted during Phase 2. Results indicated that audiologists recognized telehealth services' potential to improve hearing healthcare efficiency within the public sector, and most (84.1%) were willing to use it. However, telehealth's actual uptake was low despite almost doubling during the COVID-19 pandemic. Prominent perceived barriers to telehealth were primarily related to hospital resources, including the unavailability of equipment for the remote hearing/specialized assessments, internet-related barriers, and limited IT infrastructure. An increased understanding of telehealth in South Africa's public healthcare system will assist in identifying and in improving potential barriers to telehealth, including hospital resources and infrastructure.
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Affiliation(s)
- Aaqilah Bhamjee
- Department of Speech-Language Pathology and Audiology, University of Pretoria, Pretoria 0002, South Africa; (A.B.); (T.l.R.); (D.W.S.); (K.S.)
| | - Talita le Roux
- Department of Speech-Language Pathology and Audiology, University of Pretoria, Pretoria 0002, South Africa; (A.B.); (T.l.R.); (D.W.S.); (K.S.)
| | - De Wet Swanepoel
- Department of Speech-Language Pathology and Audiology, University of Pretoria, Pretoria 0002, South Africa; (A.B.); (T.l.R.); (D.W.S.); (K.S.)
- Ear Science Institute Australia, Subiaco, WA 6008, Australia
- Virtual Hearing Laboratory, Collaborative Initiative between University of Colorado and the University of Pretoria, Aurora, CO 10045, USA
| | - Marien Alet Graham
- Department of Science, Mathematics and Technology Education, University of Pretoria, Pretoria 0002, South Africa;
| | - Kurt Schlemmer
- Department of Speech-Language Pathology and Audiology, University of Pretoria, Pretoria 0002, South Africa; (A.B.); (T.l.R.); (D.W.S.); (K.S.)
- Department of ENT Head and Neck Surgery, University of Kwazulu Natal, Durban 4001, South Africa
| | - Faheema Mahomed-Asmail
- Department of Speech-Language Pathology and Audiology, University of Pretoria, Pretoria 0002, South Africa; (A.B.); (T.l.R.); (D.W.S.); (K.S.)
- Virtual Hearing Laboratory, Collaborative Initiative between University of Colorado and the University of Pretoria, Aurora, CO 10045, USA
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Melo IMM, Silva ARX, Camargo R, Cavalcanti HG, Ferrari DV, Taveira KVM, Balen SA. Accuracy of smartphone-based hearing screening tests: a systematic review. Codas 2022; 34:e20200380. [PMID: 35239828 PMCID: PMC9769434 DOI: 10.1590/2317-1782/20212020380] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2020] [Accepted: 01/22/2021] [Indexed: 02/03/2023] Open
Abstract
PURPOSE To verify the accuracy of smartphone apps to identify hearing loss. RESEARCH STRATEGIES A systematic review followed the PRISMA-DATA checklist. The search strategies were applied across four databases (Lilacs, PubMed, Scopus and Web of Science) and grey literature (Google Scholar, OpenGrey, and ProQuest Dissertations and Thesis). SELECTION CRITERIA The acronym PIRD was used in review. This included populations of any gender and all age groups. The Index test is the smartphone-based hearing screening test; the Reference test is the pure-tone audiometry, which is considered the gold reference for hearing diagnostics; the diagnosis was performed via validity data (sensitivity and specificity) to identify hearing loss and diagnostic studies. DATA ANALYSIS Two reviewers selected the studies in a two-step process. The risk of bias was assessed according to the criteria of the QUADAS-2. RESULTS Of 1395 articles, 104 articles were eligible for full-text reading and 17 were included. Only four met all criteria for methodological quality. All of the included studies were published in English between 2015 and 2020. The applications Digits-in noise Test (5 articles), uHear (4 articles), HearScreen (2 articles), hearTest (2 articles) and Hearing Test (2 articles) were the most studied. All this application showed sensitivity and specificity values between 75 and 100%. The other applications were EarScale, uHearing Test, Free field hearing (FFH) and Free Hearing Test. CONCLUSION uHear, Digit-in-Noise Test, HearTest and HearScreen have shown significant values of sensitivity and specificity and can be considered as the most accurate methods for screening of hearing impairment.
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Affiliation(s)
| | | | - Rodolpho Camargo
- Faculdade de Odontologia de Bauru, Universidade de São Paulo - FOB/USP, Bauru (SP), Brasil
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Murdin L, Sladen M, Williams H, Bamiou DE, Bibas A, Kikidis D, Oiknonomou A, Kouris I, Koutsouris D, Pontoppidan NH. EHealth and Its Role in Supporting Audiological Rehabilitation: Patient Perspectives on Barriers and Facilitators of Using a Personal Hearing Support System With Mobile Application as Part of the EVOTION Study. Front Public Health 2022; 9:669727. [PMID: 35118034 PMCID: PMC8805639 DOI: 10.3389/fpubh.2021.669727] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2021] [Accepted: 12/03/2021] [Indexed: 11/13/2022] Open
Abstract
BackgroundHearing loss is a major public health challenge. Audiology services need to utilise a range of rehabilitative services and maximise innovative practice afforded by technology to actively promote personalized, participatory, preventative and predictive care if they are to cope with the social and economic burden placed on the population by the rapidly rising prevalence of hearing loss. Digital interventions and teleaudiology could be a key part of providing high quality, cost-effective, patient-centred management. There is currently very limited evidence that assesses the hearing impaired patient perspective on the acceptance and usability of this type of technology.AimThis study aims to identify patient perceptions of the use of a hearing support system including a mobile smartphone app when used with Bluetooth-connected hearing aids across the everyday life of users, as part of the EVOTION project.MethodsWe applied a questionnaire to 564 participants in three countries across Europe and analysed the following topics: connectivity, hearing aid controls, instructional videos, audiological tests and auditory training.Key FindingsOlder users were just as satisfied as younger users when operating this type of technology. Technical problems such as Bluetooth connectivity need to be minimised as this issue is highly critical for user satisfaction, engagement and uptake. A system that promotes user-controllability of hearing aids that is more accessible and easier to use is highly valued. Participants are happy to utilise monitoring tests and auditory training on a mobile phone out of the clinic but in order to have value the test battery needs to be relevant and tailored to each user, easy to understand and use. Such functions can elicit a negative as well as positive experience for each user.ConclusionOlder and younger adults can utilise an eHealth mobile app to complement their rehabilitation and health care. If the technology works well, is tailored to the individual and in-depth personalised guidance and support is provided, it could assist maximisation of hearing aid uptake, promotion of self-management and improving outcomes.
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Affiliation(s)
- Louisa Murdin
- Guy's and St Thomas' NHS Foundation Trust, London, United Kingdom
- University College London, UCL Ear Insitute and UCLH Biomedical Research Centre, National Institute for Health Research, London, United Kingdom
- *Correspondence: Louisa Murdin
| | - Mark Sladen
- Guy's and St Thomas' NHS Foundation Trust, London, United Kingdom
| | - Hannah Williams
- Guy's and St Thomas' NHS Foundation Trust, London, United Kingdom
| | - Doris-Eva Bamiou
- University College London, UCL Ear Insitute and UCLH Biomedical Research Centre, National Institute for Health Research, London, United Kingdom
| | - Athanasios Bibas
- Department of Otorhinolaryngology - Head & Neck Surgery, National and Kapodistrian University of Athens, Athens, Greece
| | - Dimitris Kikidis
- Department of Otorhinolaryngology - Head & Neck Surgery, National and Kapodistrian University of Athens, Athens, Greece
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Al-Sharif GA, Almulla AA, AlMerashi E, Alqutami R, Almoosa M, Hegazi MZ, Otaki F, Ho SB. Telehealth to the Rescue During COVID-19: A Convergent Mixed Methods Study Investigating Patients' Perception. Front Public Health 2021; 9:730647. [PMID: 34917570 PMCID: PMC8669510 DOI: 10.3389/fpubh.2021.730647] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2021] [Accepted: 10/27/2021] [Indexed: 11/13/2022] Open
Abstract
Background: The onset of the pandemic necessitated abrupt transition to telehealth consultations. Although there is a few tools that gauge the patients' perception about their experiences, none of them are contextualized to an emergency in the Middle East and North Africa region. Accordingly, this study aims at developing and validating a tool to address this gap, and deploying it to assess the patients' perception of telehealth services during COVID-19 in Dubai, United Arab Emirates (UAE). Methods: A convergent mixed methods design was adapted. A random selection of 100 patients from Dubai, UAE were invited to participate. Qualitative and quantitative datasets were collected using a tailor-made survey. The qualitative data, collected through open-ended questions, was analyzed using multi-staged thematic analysis. As for the quantitative data, it captured the patients' extent of satisfaction, and was assessed using SPSS (with a series of descriptive and inferential analyses). The qualitative and quantitative findings were then merged via joint display analysis. Results: Out of the 100 patients that were randomly selected, 94 patients participated in this study. The reliability score of Cronbach's Alpha for the instrument was 98.9%. The percentage of the total average of satisfaction was 80.67%. The Principal Component Analysis showed that 88.1% of the variance can be explained by the instrument (p < 0.001). The qualitative data analysis expanded upon the quantitative findings enabling a better understanding of the patients' perception. Three themes, revolving around the quality of the patient telehealth experiences, surfaced: "Factors that worked to the benefit of the patients," "Factors that the patients were not in favor of," and "Opportunities for improvements as perceived by the patients." Discussion: This study introduced a novel patient satisfaction with telehealth consultation survey contextualized to the COVID-19 times in Dubai, UAE. The participants were quite satisfied with the quality of their experience, however they suggested areas for improvement. Regional healthcare decision-makers can leverage the identified advantages and opportunities for improvement of telehealth. This will enable making informed decisions regarding the continuity of telehealth irrespective of how matters unfold in relation to the pandemic. It will also better prepare the healthcare sector for potential resurgence(s) of COVID-19 and/or the occurrence of other similar emergencies.
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Affiliation(s)
- Ghadah A. Al-Sharif
- College of Medicine, Mohammed Bin Rashid University of Medicine and Health Sciences, Dubai, United Arab Emirates
| | - Alia A. Almulla
- College of Medicine, Mohammed Bin Rashid University of Medicine and Health Sciences, Dubai, United Arab Emirates
| | - Eman AlMerashi
- College of Medicine, Mohammed Bin Rashid University of Medicine and Health Sciences, Dubai, United Arab Emirates
| | - Reem Alqutami
- College of Medicine, Mohammed Bin Rashid University of Medicine and Health Sciences, Dubai, United Arab Emirates
| | - Mohammad Almoosa
- College of Medicine, Mohammed Bin Rashid University of Medicine and Health Sciences, Dubai, United Arab Emirates
| | - Mona Zakaria Hegazi
- Department of Family Medicine, Mediclinic City Hospital, Dubai, United Arab Emirates
| | - Farah Otaki
- Strategy and Institutional Excellence, Mohammed Bin Rashid University of Medicine and Health Sciences, Dubai, United Arab Emirates
| | - Samuel B. Ho
- College of Medicine, Mohammed Bin Rashid University of Medicine and Health Sciences, Dubai, United Arab Emirates
- Department of Medicine, Mediclinic City Hospital, Dubai, United Arab Emirates
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Beukes EW, Andersson G, Manchaiah V. Patient Uptake, Experiences, and Process Evaluation of a Randomized Controlled Trial of Internet-Based Cognitive Behavioral Therapy for Tinnitus in the United States. Front Med (Lausanne) 2021; 8:771646. [PMID: 34869490 PMCID: PMC8635963 DOI: 10.3389/fmed.2021.771646] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2021] [Accepted: 10/04/2021] [Indexed: 11/21/2022] Open
Abstract
Introduction: An internet-based cognitive behavioral therapy (ICBT) offers a way to increase access to evidence-based tinnitus care. To increase the accessibility of this intervention, the materials were translated into Spanish to reach Spanish as well as English speakers. A clinical trial indicated favorable outcomes of ICBT for tinnitus for the population of the United States. In view of later dissemination, a way to increase the applicability of this intervention is required. Such understanding is best obtained by considering the perspectives and experiences of participants of an intervention. This study aimed to identify the processes that could facilitate or hinder the clinical implementation of ICBT in the United States. Methods: This study evaluated the processes regarding enrolment, allocation, intervention delivery, the outcomes obtained, and the trial implementation. The study sample consisted of 158 participants who were randomly assigned to the experimental and control group. Results: Although the recruitment was sufficient for English speakers, recruiting the Spanish participants and participants belonging to ethnic minority groups was difficult despite using a wide range of recruitment strategies. The allocation processes were effective in successfully randomizing the groups. The intervention was delivered as planned, but not all the participants chose to engage with the materials provided. Compliance for completing the outcome measures was low. The personal and intervention factors were identified as barriers for the implementation whereas the facilitators included the support received, being empowering, the accessibility of the intervention, and its structure. Conclusion: An understanding regarding the factors contributing to the outcomes obtained, the barriers and facilitators of the results, engagement, and compliance were obtained. These insights will be helpful in preparing for the future dissemination of such interventions. Clinical Trial Registration: www.ClinicalTrials.gov, identifier: NCT04004260. Registered on 2 July 2019.
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Affiliation(s)
- Eldre W. Beukes
- Department of Speech and Hearing Sciences, Lamar University, Beaumont, TX, United States
- Vision and Hearing Sciences Research Centre, School of Psychology and Sport Sciences, Anglia Ruskin University, Cambridge, United Kingdom
- Virtual Hearing Lab, a Collaborative Initiative Between Lamar University, Beaumont, TX, United States, and the University of Pretoria, Pretoria, South Africa
| | - Gerhard Andersson
- Department of Behavioral Sciences and Learning, Department of Biomedical and Clinical Sciences, Linköping University, Linköping, Sweden
- Division of Psychiatry, Department of Clinical Neuroscience, Karolinska Institute, Stockholm, Sweden
| | - Vinaya Manchaiah
- Department of Speech and Hearing Sciences, Lamar University, Beaumont, TX, United States
- Virtual Hearing Lab, a Collaborative Initiative Between Lamar University, Beaumont, TX, United States, and the University of Pretoria, Pretoria, South Africa
- Department of Speech-Language Pathology and Audiology, University of Pretoria, Pretoria, South Africa
- Department of Speech and Hearing, School of Allied Health Sciences, Manipal Academy of Higher Education, Manipal, India
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Meijerink JFJ, Pronk M, Lissenberg-Witte BI, Jansen V, Kramer SE. Process Evaluation of an Online SUpport PRogram for Older Hearing Aid Users Delivered in a Cluster Randomized Controlled Trial. Front Med (Lausanne) 2021; 8:725388. [PMID: 34746173 PMCID: PMC8569232 DOI: 10.3389/fmed.2021.725388] [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: 06/15/2021] [Accepted: 09/28/2021] [Indexed: 11/24/2022] Open
Abstract
Objectives: To evaluate the process of implementing a web-based support program (SUPR) for hearing aid users in the Dutch dispensing setting in order to allow interpretation of the randomized controlled trial's results (positive effects on hearing-aid related outcomes; no effects on psychosocial outcomes). Design: Measures: context of implementation, recruitment, SUPR's: reach, implementation fidelity, dose delivered, dose received, satisfaction, and benefit. Data collection: quantitative and qualitative. Study Sample: One hundred thirty-eight clients (mean age 68.1 years; 60% male) and 44 dispensers completed questionnaires. Five clients and 6 dispensers participated in interviews and focus groups. Results: Clients and dispensers were generally satisfied with SUPR's usefulness. SUPR-videos were watched by 7–37% of the clients. Around half of the dispensers encouraged clients to watch them or informed them about SUPR. Some clients found the SUPR-materials suboptimal, and changes in personnel and limited dispenser-training were barriers acting on a contextual level. Conclusions: This study identified several factors that contributed to the success of SUPR. Others factors, acting on various levels (e.g., intervention material, dispensers, and implementation context), were suboptimal and may explain the absent psychosocial effects. The identified factors are important to consider in further development of SUPR, and in other web-based support programs.
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Affiliation(s)
- Janine F J Meijerink
- Otolaryngology - Head and Neck Surgery, Ear & Hearing, Amsterdam Public Health Research Institute, Amsterdam University Medical Center (UMC), Vrije Universiteit Amsterdam, Amsterdam, Netherlands
| | - Marieke Pronk
- Otolaryngology - Head and Neck Surgery, Ear & Hearing, Amsterdam Public Health Research Institute, Amsterdam University Medical Center (UMC), Vrije Universiteit Amsterdam, Amsterdam, Netherlands
| | - Birgit I Lissenberg-Witte
- Epidemiology and Data Science, Amsterdam University Medical Center (UMC), Vrije Universiteit Amsterdam, Amsterdam, Netherlands
| | - Vera Jansen
- Schoonenberg HoorSupport, Rotterdam, Netherlands
| | - Sophia E Kramer
- Otolaryngology - Head and Neck Surgery, Ear & Hearing, Amsterdam Public Health Research Institute, Amsterdam University Medical Center (UMC), Vrije Universiteit Amsterdam, Amsterdam, Netherlands
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Digital Technology for Remote Hearing Assessment—Current Status and Future Directions for Consumers. SUSTAINABILITY 2021. [DOI: 10.3390/su131810124] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/16/2023]
Abstract
Globally, more than 1.5 billion people have hearing loss. Unfortunately, most people with hearing loss reside in low- and middle-income countries (LMICs) where traditional face-to-face services rendered by trained health professionals are few and unequally dispersed. The COVID-19 pandemic has further hampered the effectiveness of traditional service delivery models to provide hearing care. Digital health technologies are strong enablers of hearing care and can support health delivery models that are more sustainable. The convergence of advancing technology and mobile connectivity is enabling new ways of providing decentralized hearing services. Recently, an abundance of digital applications that offer hearing tests directly to the public has become available. A growing body of evidence has shown the ability of several approaches to provide accurate, accessible, and remote hearing assessment to consumers. Further effort is needed to promote greater accuracy across a variety of test platforms, improve sensitivity to ear disease, and scale up hearing rehabilitation, especially in LMICs.
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Chen CH, Lin HYH, Wang MC, Chu YC, Chang CY, Huang CY, Cheng YF. Diagnostic Accuracy of Smartphone-Based Audiometry for Hearing Loss Detection: Meta-analysis. JMIR Mhealth Uhealth 2021; 9:e28378. [PMID: 34515644 PMCID: PMC8477297 DOI: 10.2196/28378] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2021] [Revised: 05/22/2021] [Accepted: 06/17/2021] [Indexed: 01/04/2023] Open
Abstract
Background Hearing loss is one of the most common disabilities worldwide and affects both individual and public health. Pure tone audiometry (PTA) is the gold standard for hearing assessment, but it is often not available in many settings, given its high cost and demand for human resources. Smartphone-based audiometry may be equally effective and can improve access to adequate hearing evaluations. Objective The aim of this systematic review is to synthesize the current evidence of the role of smartphone-based audiometry in hearing assessments and further explore the factors that influence its diagnostic accuracy. Methods Five databases—PubMed, Embase, Cochrane Library, Web of Science, and Scopus—were queried to identify original studies that examined the diagnostic accuracy of hearing loss measurement using smartphone-based devices with conventional PTA as a reference test. A bivariate random-effects meta-analysis was performed to estimate the pooled sensitivity and specificity. The factors associated with diagnostic accuracy were identified using a bivariate meta-regression model. Study quality was assessed using the Quality Assessment of Diagnostic Accuracy Studies-2 tool. Results In all, 25 studies with a total of 4470 patients were included in the meta-analysis. The overall sensitivity, specificity, and area under the receiver operating characteristic curve for smartphone-based audiometry were 89% (95% CI 83%-93%), 93% (95% CI 87%-97%), and 0.96 (95% CI 0.93-0.97), respectively; the corresponding values for the smartphone-based speech recognition test were 91% (95% CI 86%-94%), 88% (95% CI 75%-94%), and 0.93 (95% CI 0.90-0.95), respectively. Meta-regression analysis revealed that patient age, equipment used, and the presence of soundproof booths were significantly related to diagnostic accuracy. Conclusions We have presented comprehensive evidence regarding the effectiveness of smartphone-based tests in diagnosing hearing loss. Smartphone-based audiometry may serve as an accurate and accessible approach to hearing evaluations, especially in settings where conventional PTA is unavailable.
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Affiliation(s)
- Chih-Hao Chen
- Department of Otolaryngology-Head and Neck Surgery, Taipei Veterans General Hospital, Taiwan, Taipei City, Taiwan
| | - Heng-Yu Haley Lin
- Department of Medical Education, Taipei Veterans General Hospital, Taipei City, Taiwan
| | - Mao-Che Wang
- Department of Otolaryngology-Head and Neck Surgery, Taipei Veterans General Hospital, Taiwan, Taipei City, Taiwan.,Faculty of Medicine, National Yang Ming Chiao Tung University, Taipei City, Taiwan.,Institute of Hospital and Health Care Administration, National Yang Ming Chiao Tung University, Taipei City, Taiwan
| | - Yuan-Chia Chu
- Information Management Office, Taipei Veterans General Hospital, Taipei City, Taiwan.,Medical AI Development Center, Taipei Veterans General Hospital, Taipei City, Taiwan.,Department of Information Management, National Taipei University of Nursing and Health Sciences, Taipei City, Taiwan
| | - Chun-Yu Chang
- Department of Anesthesiology, Taipei Tzu Chi Hospital, Buddhist Tzu Chi Medical Foundation, New Taipei City, Taiwan
| | - Chii-Yuan Huang
- Department of Otolaryngology-Head and Neck Surgery, Taipei Veterans General Hospital, Taiwan, Taipei City, Taiwan.,Faculty of Medicine, National Yang Ming Chiao Tung University, Taipei City, Taiwan
| | - Yen-Fu Cheng
- Department of Otolaryngology-Head and Neck Surgery, Taipei Veterans General Hospital, Taiwan, Taipei City, Taiwan.,Faculty of Medicine, National Yang Ming Chiao Tung University, Taipei City, Taiwan.,Department of Medical Research, Taipei Veterans General Hospital, Taipei City, Taiwan.,Institute of Brain Science, National Yang Ming Chiao Tung University, Taipei City, Taiwan
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Eikelboom RH, Bennett RJ, Manchaiah V, Parmar B, Beukes E, Rajasingam SL, Swanepoel DW. International survey of audiologists during the COVID-19 pandemic: use of and attitudes to telehealth. Int J Audiol 2021; 61:283-292. [PMID: 34369845 DOI: 10.1080/14992027.2021.1957160] [Citation(s) in RCA: 31] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Abstract
OBJECTIVE To determine the attitudes of audiologists towards telehealth and use of telehealth for the delivery of ear and hearing services pre-, during- and post- the COVID-19 pandemic, and to identify the perceived effects of telehealth on services and barriers to telehealth. DESIGN An online survey distributed through the International Society of Audiology and member societies. STUDY SAMPLE A total of 337 audiologists completing the survey between 23 June and 13 August 2020. RESULTS There was a significant increase in the perceived importance of telehealth from before (44.3%) to during COVID-19 (87.1%), and the use of telehealth previous (41.3%), current (61.9%) and expected use of telehealth (80.4%). Telehealth was considered adequate for many audiology services, although hearing assessment and device fitting by telehealth received least support. Matters related to timeliness of services and reduction of travel were reported as the main advantages, but relationships between practitioners and clients may suffer with telehealth. Important barriers were technologies related to the client or remote site; clinic-related items were moderate barriers, although more clinician training was a common theme provided through open-ended responses. CONCLUSION The COVID-19 pandemic has resulted in audiologists having a more positive attitude towards and greater use of telehealth, but with some reservations.
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Affiliation(s)
- Robert H Eikelboom
- Ear Science Institute Australia, Subiaco, Western Australia, Australia.,Ear Sciences Centre, Medical School, The University of Western Australia, Nedlands, Australia.,Department of Speech-Language Pathology and Audiology, University of Pretoria, Gauteng, South Africa
| | - Rebecca J Bennett
- Ear Science Institute Australia, Subiaco, Western Australia, Australia.,Ear Sciences Centre, Medical School, The University of Western Australia, Nedlands, Australia
| | - Vinay Manchaiah
- Department of Speech and Hearing, School of Allied Health Sciences, Manipal University, Manipal, Karnataka, India
| | | | - Eldré Beukes
- Department of Speech and Hearing Sciences, Lamar University, Beaumont, TX, USA.,Vision and Hearing Sciences Research Group, School of Psychology and Sports Science, Anglia Ruskin University, Cambridge, UK
| | - Saima L Rajasingam
- Vision and Hearing Sciences Research Group, School of Psychology and Sports Science, Anglia Ruskin University, Cambridge, UK
| | - De Wet Swanepoel
- Ear Science Institute Australia, Subiaco, Western Australia, Australia.,Department of Speech-Language Pathology and Audiology, University of Pretoria, Gauteng, South Africa
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Meyer C, Waite M, Atkins J, Ekberg K, Scarinci N, Barr C, Cowan R, Hickson L. How Can eHealth Meet the Hearing and Communication Needs of Adults With Hearing Impairment and their Significant Others? A Group Concept Mapping Study. Ear Hear 2021; 43:335-346. [PMID: 34320524 DOI: 10.1097/aud.0000000000001097] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
OBJECTIVES To seek the perspectives of key stakeholders regarding: (1) how eHealth could help meet the hearing and communication needs of adults with hearing impairment and their significant others; and (2) how helpful each aspect of eHealth would be to key stakeholders personally. DESIGN Group concept mapping, a mixed-methods participatory research method, was used to seek the perspectives of key stakeholders: adults with hearing impairment (n = 39), significant others (n = 28), and hearing care professionals (n = 56). All participants completed a short online survey before completing one or more of the following activities: brainstorming, sorting, and rating. Brainstorming required participants to generate ideas in response to the focus prompt, "One way I would like to use information and communication technologies to address the hearing and communication needs of adults with hearing loss and their family and friends is to…." The sorting task required participants to sort all statements into groups that made sense to them. Finally, the rating task required participants to rate each of the statements according to "How helpful would this idea be to you?" using a 5-point Likert scale. Hierarchical cluster analysis was applied to the "sorting" data to develop a cluster map using the Concept Systems software. The "rating" data were subsequently analyzed at a cluster level and an individual-item level using descriptive statistics. Differences in cluster ratings between stakeholder groups were examined using Kruskal-Wallis tests. RESULTS Overall, 123 statements were generated by participants in response to the focus prompt and were included in subsequent analyses. Based on the "sorting" data and hierarchical cluster analysis, a seven-cluster map was deemed to be the best representation of the data. Three key themes emerged from the data, including using eHealth to (1) Educate and Involve Others; (2) Support Aural Rehabilitation; and (3) Educate About and Demonstrate the Impacts of Hearing Impairment and Benefits of Hearing Rehabilitation. Overall median rating scores for each cluster ranged from 3.97 (educate and involve significant others) to 3.44 (empower adults with hearing impairment to manage their hearing impairment from home). CONCLUSIONS These research findings demonstrate the broad range of clinical applications of eHealth that have the capacity to support the implementation of patient- and family-centered hearing care, with self-directed educational tools and resources typically being rated as most helpful. Therefore, eHealth appears to be a viable option for enabling a more biopsychosocial approach to hearing healthcare and educating and involving significant others in the hearing rehabilitation process without adding more pressure on clinical time. More research is needed to inform the subsequent development of eHealth interventions, and it is recommended that health behavior change theory be adhered to for such interventions.
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Affiliation(s)
- Carly Meyer
- HEARing CRC, Melbourne, VIC, Australia School of Health and Rehabilitation Sciences, University of Queensland, Brisbane, QLD, Australia Department of Audiology and Speech Pathology, University of Melbourne, Melbourne, VIC, Australia
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Kamimura A, Panahi S, Meng HW, Sundrud J, Lucero M. Patient Satisfaction With Telehealth and Experiences During the COVID-19 Pandemic Among Uninsured Free Clinic Patients. J Patient Exp 2021; 8:23743735211033107. [PMID: 34368425 PMCID: PMC8317239 DOI: 10.1177/23743735211033107] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
The COVID-19 pandemic is a significant public health issue especially for underserved populations. Little is known about patient satisfaction with telehealth among free clinic patients or other underserved populations. The purpose of this study is to examine factors associated with patient satisfaction with in-person services and telehealth during the pandemic and describe the experiences during the pandemic among free clinic patients. Data were collected from 628 uninsured English- and Spanish-speaking patients of a free clinic using an online survey from June to August in 2020. Free clinic patients are satisfied both with in-person services and telehealth. Factors associated with satisfaction were slightly different for in-person services and telehealth. The major experiences during the pandemic were related to food/diet and physical inactivity. This study examined a new trend in patient satisfaction and is important because telehealth may be a stepping-stone on how to handle future doctor visits for underserved populations. Furthermore, as the pandemic rapidly develops and changes daily life experiences, the uninsured population faces imminent impacts in various aspects of their life experiences.
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Affiliation(s)
- Akiko Kamimura
- Department of Sociology, University of Utah, Salt Lake City, UT, USA
| | - Samin Panahi
- Department of Sociology, University of Utah, Salt Lake City, UT, USA
| | - Hsien-Wen Meng
- Department of Sociology, University of Utah, Salt Lake City, UT, USA
| | | | - Mary Lucero
- Maliheh Free Clinic, Salt Lake City, UT, USA
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Bennett RJ, Eikelboom RH, Sucher CM, Ferguson M, Saunders GH. Barriers and facilitators to delivery of group audiological rehabilitation programs: a survey based on the COM-B model. Int J Audiol 2021; 61:130-139. [PMID: 34120559 DOI: 10.1080/14992027.2021.1928304] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
OBJECTIVE To canvas the views of Australia-based hearing healthcare clinicians regarding group audiological rehabilitation practices. DESIGN A national cross-sectional self-report survey. Data were analysed using descriptive statistics and content analysis. STUDY SAMPLE Sixty-two Australia-based hearing healthcare clinicians, with experience working in an adult rehabilitation setting. RESULTS Clinicians appeared to positively view the provision of group audiological rehabilitation services, yet were limited in their ability to deliver these services due to organisational barriers. Although some organisational barriers were non-modifiable by the clinician (such as group AR services not prioritised within their workplace, a lack of support from colleagues/managers, lack of resources, and a lack of funding for the delivery of group AR services), others were within the clinicians' ability to change (such as habit formation for recommending these services during clinical appointments). Participants expressed a desire for resources to assist them in delivering group AR, including downloadable lesson plans and information sheets for clients, clinician training videos and client educational videos. Clinicians called for increased diversity in program offerings, specifically relating to the emotional, relational and social impacts of hearing loss. CONCLUSIONS These results provide a framework for the development of interventional studies to increase the utilisation of group audiological rehabilitation services.
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Affiliation(s)
- Rebecca J Bennett
- Ear Science Institute Australia, Subiaco, Australia.,Ear Sciences Centre, The University of Western Australia, Nedlands, Australia.,School of Health and Rehabilitation Sciences, University of Queensland, Brisbane, Australia
| | - Robert H Eikelboom
- Ear Science Institute Australia, Subiaco, Australia.,Ear Sciences Centre, The University of Western Australia, Nedlands, Australia.,Department of Speech Language Pathology and Audiology, University of Pretoria, Pretoria, South Africa
| | - Cathy M Sucher
- Ear Science Institute Australia, Subiaco, Australia.,Ear Sciences Centre, The University of Western Australia, Nedlands, Australia
| | - Melanie Ferguson
- National Acoustic Laboratories, Macquarie University, Sydney, Australia
| | - Gabrielle H Saunders
- Manchester Centre for Audiology and Deafness, School of Health Sciences, University of Manchester, Manchester, UK
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Maidment DW, Wege TE. The association between non-communicable disease and hearing aid adoption in older adults with hearing loss. Int J Audiol 2021; 61:220-227. [PMID: 33870834 DOI: 10.1080/14992027.2021.1910740] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Abstract
Objective: To assess whether specific non-communicable diseases are associated with hearing aid adoption in older adults with hearing loss.Design: A cross-sectional, observational study.Study sample: Data was obtained from one of the largest pharmacy-led health and beauty retailers in the United Kingdom. In total, 17,172 older adults were included.Results: Greater odds of adopting hearing aids were associated with being older (Odds ratio [OR] = 1.03; 95% confidence interval [CI] = 1.02, 1.03), having fewer self-reported hearing difficulties (OR = 0.61; 95% CI = 0.58, 0.64), and greater audiometric hearing loss (OR = 1.68; 95% CI = 1.54, 1.83). The odds of adopting hearing aids were lower if individuals self-reported hypertension (OR = 0.87; 95% CI = 0.79, 0.97) and diabetes (OR = 0.83; 95% CI = 0.72, 0.95). Using a decision tree model, self-reported hearing difficulties, audiometric hearing loss, and age were the best combination of variables to differentiate between individuals that did and did not adopt hearing aids.Conclusions: This study demonstrates that hearing aid adoption is lower in older adults with cardiovascular disease risk factors. Thus, there is a need for healthcare professionals to identify older adults living with hearing loss and cardiovascular ill-health, ensuring that they receive appropriate patient-centred support to manage their health.
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Affiliation(s)
- D W Maidment
- School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough, UK
| | - T E Wege
- Mathematics Education Centre, Loughborough University, Loughborough, UK
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Affiliation(s)
- Bruno S Subbarao
- Physical Medicine and Rehabilitation Department, Phoenix Veterans Healthcare System, Building 34, 650 E Indian School Rd, Phoenix, AZ 85012, USA.
| | - Jesse Stokke
- HonorHealth Rehabilitation Hospital, 8850 E Pima Center Pkwy, Scottsdale, AZ 85258, USA
| | - Samuel J Martin
- HonorHealth Rehabilitation Hospital, 8850 E Pima Center Pkwy, Scottsdale, AZ 85258, USA
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Kim J, Jeon S, Kim D, Shin Y. A Review of Contemporary Teleaudiology: Literature Review, Technology, and Considerations for Practicing. J Audiol Otol 2021; 25:1-7. [PMID: 33494551 PMCID: PMC7835434 DOI: 10.7874/jao.2020.00500] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2020] [Accepted: 10/21/2020] [Indexed: 12/13/2022] Open
Abstract
The scope of teleaudiology has been noted with telehealth due to Coronavirus disease (COVID-19) recently. As the notion has been around us for more than 20 years ever since 1999, it is necessary to perceive the knowledge accurately and prepare for the successful implementation of it. Therefore, the literature review including screening and diagnostic audiometry, cochlear implants and hearing aids, and aural rehabilitation, telecommunications technology regarding several fields of teleaudiology, and considerations for practicing were identified. Although overall internet-based audiological services showed benefits in terms of outcome and accessibility, uncertainties of cost-effectiveness, the optimal level of support, and a need for further studies of many aspects for teleaudiology has arisen. In the view of technology, the store-and-forward (asynchronous/hybrid) and a real-time (synchronous) methods were introduced with one applied and nine registered patents recorded from 2004 to 2020 for the invention of teleaudiology in the United States. Also, 10 checklists were suggested for planning teleaudiology practice from prior experience in hosting the teleaudiology program. Conclusively, it is hoped that this review sheds light on recognizing and improving the existing teleaudiology services and helps overcome the challenges faced in the era of pandemic and untact world to come.
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Affiliation(s)
- Jinsook Kim
- Department of Speech Pathology and Audiology, Graduate School, Hallym University, Chuncheon, Korea.,Division of Speech Pathology and Audiology, College of Natural Sciences, Research Institute of Audiology and Speech Pathology, Hallym University, Chuncheon, Korea
| | - Seungik Jeon
- Department of Speech Pathology and Audiology, Graduate School, Hallym University, Chuncheon, Korea
| | - Dokyun Kim
- Department of Speech Pathology and Audiology, Graduate School, Hallym University, Chuncheon, Korea
| | - Yerim Shin
- Department of Speech Pathology and Audiology, Graduate School, Hallym University, Chuncheon, Korea
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Ratanjee-Vanmali H, Swanepoel DW, Laplante-Lévesque A. Digital Proficiency Is Not a Significant Barrier for Taking Up Hearing Services With a Hybrid Online and Face-to-Face Model. Am J Audiol 2020; 29:785-808. [PMID: 32997504 DOI: 10.1044/2020_aja-19-00117] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023] Open
Abstract
Purpose The aim of this study was to determine the effect of self-perceived digital proficiency on the uptake of hearing services through a hybrid online and face-to-face hearing health care model. Method Adults were recruited via online methods to complete an online hearing screening test within the greater Durban area in South Africa. On submission of contact details after failing the screening, contact was made via telephone to assess readiness for further hearing care. If motivated and willing to continue, a face-to-face appointment for diagnostic hearing testing was confirmed, at which time an e-mail with an online mobile device and computer proficiency survey was sent. Hearing services were offered using combined online and face-to-face methods. Results Within 2 years (June 2017 to June 2019), 1,259 people from the target location submitted their details for the clinic audiologist to contact, of whom 931 participants (73.95%) failed the screening test. Of these participants, 5.69% (53/931, 57.41% men) attended a face-to-face diagnostic hearing evaluation. Mobile device and computer proficiency scores were not a predictor of acquiring hearing services. Age was the only significant predictor (p = .018) for those continuing with hearing care. Patients who continued with hearing care by acquiring hearing aids and support services were older (M = 73.63 years, SD = 11.62) and on average aware of their hearing loss for a longer time (M = 14.71 years, SD = 15.77), as compared to those who discontinued hearing health care who were younger (M = 59.21 years, SD = 14.42) and on average aware of their hearing loss for a shorter time (M = 6.37 years, SD = 9.26). Conclusions Digital proficiency is not a predictor for acquiring hearing services through a hybrid online and face-to-face hearing care model. Hybrid services could allow professionals to assist patients in a combination of face-to-face and online services tailored to meet individual needs, including convenience and personalized care.
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Affiliation(s)
| | - De Wet Swanepoel
- Department of Speech-Language Pathology and Audiology, University of Pretoria, South Africa
- Ear Sciences Centre, The University of Western Australia, Nedlands, Australia
- Ear Science Institute Australia, Subiaco, Western Australia
| | - Ariane Laplante-Lévesque
- Oticon Medical A/S, Copenhagen, Denmark
- Department of Behavioral Sciences and Learning, Linköping University, Sweden
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Lin HYH, Chu YC, Lai YH, Cheng HL, Lai F, Cheng YF, Liao WH. A Smartphone-Based Approach to Screening for Sudden Sensorineural Hearing Loss: Cross-Sectional Validity Study. JMIR Mhealth Uhealth 2020; 8:e23047. [PMID: 33174845 PMCID: PMC7688380 DOI: 10.2196/23047] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2020] [Revised: 10/10/2020] [Accepted: 10/21/2020] [Indexed: 12/20/2022] Open
Abstract
Background Sudden sensorineural hearing loss (SSNHL) is an otologic emergency that warrants urgent management. Pure-tone audiometry remains the gold standard for definitively diagnosing SSNHL. However, in clinical settings such as primary care practices and urgent care facilities, conventional pure-tone audiometry is often unavailable. Objective This study aimed to determine the correlation between hearing outcomes measured by conventional pure-tone audiometry and those measured by the proposed smartphone-based Ear Scale app and determine the diagnostic validity of the hearing scale differences between the two ears as obtained by the Ear Scale app for SSNHL. Methods This cross-sectional study included a cohort of 88 participants with possible SSNHL who were referred to an otolaryngology clinic or emergency department at a tertiary medical center in Taipei, Taiwan, between January 2018 and June 2019. All participants underwent hearing assessments with conventional pure-tone audiometry and the proposed smartphone-based Ear Scale app consecutively. The gold standard for diagnosing SSNHL was defined as the pure-tone average (PTA) difference between the two ears being ≥30 dB HL. The hearing results measured by the Ear Scale app were presented as 20 stratified hearing scales. The hearing scale difference between the two ears was estimated to detect SSNHL. Results The study sample comprised 88 adults with a mean age of 46 years, and 50% (44/88) were females. PTA measured by conventional pure-tone audiometry was strongly correlated with the hearing scale assessed by the Ear Scale app, with a Pearson correlation coefficient of .88 (95% CI .82-.92). The sensitivity of the 5–hearing scale difference (25 dB HL difference) between the impaired ear and the contralateral ear in diagnosing SSNHL was 95.5% (95% CI 87.5%-99.1%), with a specificity of 66.7% (95% CI 43.0%-85.4%). Conclusions Our findings suggest that the proposed smartphone-based Ear Scale app can be useful in the evaluation of SSNHL in clinical settings where conventional pure-tone audiometry is not available.
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Affiliation(s)
- Heng-Yu Haley Lin
- Department of Medical Education, Taipei Veterans General Hospital, Taipei, Taiwan
| | - Yuan-Chia Chu
- Information Management Office, Taipei Veterans General Hospital, Taipei, Taiwan.,Big Data Center, Taipei Veterans General Hospital, Taipei, Taiwan.,Graduate Institute of Biomedical Electronics & Bioinformatics, National Taiwan University, Taipei, Taiwan
| | - Ying-Hui Lai
- Department of Biomedical Engineering, National Yang-Ming University, Taipei, Taiwan
| | - Hsiu-Lien Cheng
- Department of Biomedical Engineering, National Yang-Ming University, Taipei, Taiwan.,Department of Otolaryngology-Head and Neck Surgery, Taipei Veterans General Hospital, Taipei, Taiwan
| | - Feipei Lai
- Graduate Institute of Biomedical Electronics & Bioinformatics, National Taiwan University, Taipei, Taiwan.,Department of Electrical Engineering, National Taiwan University, Taipei, Taiwan.,Department of Computer Science & Information Engineering, National Taiwan University, Taipei, Taiwan
| | - Yen-Fu Cheng
- Department of Otolaryngology-Head and Neck Surgery, Taipei Veterans General Hospital, Taipei, Taiwan.,Department of Medical Research, Taipei Veterans General Hospital, Taipei, Taiwan.,School of Medicine, National Yang-Ming University, Taipei, Taiwan.,Institute of Brain Science, National Yang-Ming University, Taipei, Taiwan
| | - Wen-Huei Liao
- Department of Otolaryngology-Head and Neck Surgery, Taipei Veterans General Hospital, Taipei, Taiwan.,School of Medicine, National Yang-Ming University, Taipei, Taiwan
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Lanier K, Kuruvilla M, Shih J. Patient satisfaction and utilization of telemedicine services in allergy: An institutional survey. THE JOURNAL OF ALLERGY AND CLINICAL IMMUNOLOGY-IN PRACTICE 2020; 9:484-486. [PMID: 33039641 PMCID: PMC7543755 DOI: 10.1016/j.jaip.2020.09.047] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/23/2020] [Revised: 09/10/2020] [Accepted: 09/21/2020] [Indexed: 02/06/2023]
Affiliation(s)
- Kasey Lanier
- Department of Pediatrics, Emory University School of Medicine, Atlanta, Ga
| | - Merin Kuruvilla
- Division of Pulmonary, Allergy and Critical Care, Emory University School of Medicine, Atlanta, Ga
| | - Jennifer Shih
- Division of Pulmonary, Allergy and Critical Care, Emory University School of Medicine, Atlanta, Ga.
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Telehealth tinnitus therapy during the COVID-19 outbreak in the UK: uptake and related factors. Int J Audiol 2020; 60:322-327. [PMID: 33000663 DOI: 10.1080/14992027.2020.1822553] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
OBJECTIVE The Audiology Department at the Royal Surrey County Hospital usually offers face-to-face audiologist-delivered cognitive behavioural therapy (CBT) for tinnitus rehabilitation. During COVID-19 lockdown, patients were offered telehealth CBT via video using a web-based platform. This study evaluated the proportion of patients who took up the offer of telehealth sessions and factors related to this. DESIGN Retrospective service evaluation. STUDY SAMPLE 113 consecutive patients whose care was interrupted by the lockdown. RESULTS 80% of patients accepted telehealth. The main reasons for declining were not having access to a suitable device and the belief that telehealth appointments would not be useful. Compared to having no hearing loss in the better ear, having a mild or moderate hearing loss increased the chance of declining telehealth by factors of 3.5 (p = 0.04) and 14.9 (p = 0.038), respectively. High tinnitus annoyance as measured via the visual analogue scale increased the chance of declining telehealth appointments by a factor of 1.4 (p = 0.019). CONCLUSIONS Although CBT via telehealth was acceptable to most patients, alternatives may be necessary for the 20% who declined. These tended to have worse hearing in their better ear and more annoying tinnitus.
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[Remote consultation: information for Primary Care physicians]. Semergen 2020; 46:560-565. [PMID: 33239153 PMCID: PMC7524681 DOI: 10.1016/j.semerg.2020.08.005] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2020] [Revised: 07/17/2020] [Accepted: 08/06/2020] [Indexed: 12/14/2022]
Abstract
Con la pandemia actual se ha abierto la posibilidad de usar herramientas tecnológicas, como la teleconsulta o consulta no presencial. En zonas rurales, o incluso en zonas semiurbanas, el acceso a servicios médicos puede verse restringido debido a problemas de transporte; en otros lugares el acceso a las consultas se ve limitado para evitar el contagio del paciente o del personal sanitario. Por estas razones se utilizan soluciones tecnológicas que permitan controlar a los pacientes a distancia, especialmente en el caso de pacientes crónicos, o como una forma de triaje a posibles pacientes con coronavirus. Lamentablemente este tipo de sistemas no se ha utilizado con la misma continuidad que en otros países y muchas veces nuestro personal sanitario desconoce la manera correcta de hacer una teleconsulta (por teléfono o video). Con este documento queremos ayudar a orientar de manera inicial cómo efectuar una teleconsulta en Atención Primaria.
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Rong H, Lai X, Jing R, Wang X, Fang H, Mahmoudi E. Association of Sensory Impairments With Cognitive Decline and Depression Among Older Adults in China. JAMA Netw Open 2020; 3:e2014186. [PMID: 32990739 PMCID: PMC7525357 DOI: 10.1001/jamanetworkopen.2020.14186] [Citation(s) in RCA: 96] [Impact Index Per Article: 19.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
Abstract
IMPORTANCE Sensory impairments may heighten the risk of premature brain aging. Little is known regarding the association of sensory impairments with cognitive function and depression in China. OBJECTIVE To examine the association of visual and/or hearing impairments with cognitive decline and depression. DESIGN, SETTING, AND PARTICIPANTS This cross-sectional study used the data from 18 038 respondents to the 2015 survey of the China Health and Retirement Longitudinal Study, a nationally representative survey of adults aged 45 years or older and their spouses. EXPOSURES The presence of sensory impairments was identified by self-reported assessment of visual and/or hearing functions. MAIN OUTCOMES AND MEASURES Overall, 3 composite measures were used to assess the respondents' cognitive performance, including episodic memory, mental intactness, and global cognitive function. Depression was examined using the 10-item Center for Epidemiological Studies-Depression scale score. Multiple generalized linear regression models, adjusting for self-reported sociodemographic characteristics, health behaviors, chronic conditions, and participants' overall health, were used. RESULTS Of 18 038 respondents, 9244 (51.2%) were women. The mean (SD) age was 59.9 (9.7) years. Respondents with visual impairment had poorer episodic memory (β = -0.12; 95% CI, -0.19 to -0.05) and global cognition (β = -0.16; 95% CI, -0.31 to -0.02) and a greater risk of depression (odds ratio, 1.78; 95% CI, 1.59 to 1.99) than those without visual impairment. Respondents with hearing impairment had poorer episodic memory (β = -0.24; 95% CI, -0.30 to -0.18), mental intactness (β = -0.19; 95% CI, -0.28 to -0.10), and global cognition (β = -0.43; 95% CI, -0.55 to -0.31) as well as a greater risk of depression (odds ratio, 1.57; 95% CI, 1.44 to 1.70) than those without hearing impairment. People who reported dual sensory impairment performed worse on all of the aforementioned outcome measures (episodic memory: β = -0.23; 95% CI, -0.31 to -0.14; mental intactness: β = -0.13; 95% CI, -0.27 to -0.0003; global cognition: β = -0.37; 95% CI, -0.55 to -0.19; depression: odds ratio, 2.19; 95% CI, 1.90 to 2.52). CONCLUSIONS AND RELEVANCE In this study, visual and hearing impairments were independently and together associated with poorer cognitive and depression outcomes. A more comprehensive and integrated system of care, covering vision, hearing, and cognition, is needed in China's health care system to address age-related sensory impairments.
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Affiliation(s)
- Hongguo Rong
- China Center for Health Development Studies, Peking University, Beijing, China
- Institute for Excellence in Evidence-Based Chinese Medicine, Beijing University of Chinese Medicine, Beijing, China
| | - Xiaozhen Lai
- China Center for Health Development Studies, Peking University, Beijing, China
- Peking University School of Public Health, Beijing, China
| | - Rize Jing
- China Center for Health Development Studies, Peking University, Beijing, China
- Peking University School of Public Health, Beijing, China
| | - Xiao Wang
- Beijing Key Laboratory of Mental Disorders, The National Clinical Research Center for Mental Disorders, Anding Hospital, Capital Medical University, Beijing, China
| | - Hai Fang
- China Center for Health Development Studies, Peking University, Beijing, China
- Peking University Health Science Center, Chinese Center for Disease Control and Prevention Joint Center for Vaccine Economics, Beijing, China
- Key Laboratory of Reproductive Health, National Health Commission of the People’s Republic of China, Beijing, China
| | - Elham Mahmoudi
- Department of Family Medicine, University of Michigan, Ann Arbor
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Masalski M, Morawski K. Worldwide Prevalence of Hearing Loss Among Smartphone Users: Cross-Sectional Study Using a Mobile-Based App. J Med Internet Res 2020; 22:e17238. [PMID: 32706700 PMCID: PMC7413293 DOI: 10.2196/17238] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2019] [Revised: 04/28/2020] [Accepted: 05/15/2020] [Indexed: 02/06/2023] Open
Abstract
Background In addition to the aging process, risk factors for hearing loss in adults include, among others, exposure to noise, use of ototoxic drugs, genetics, and limited access to medical care. Differences in exposure to these factors are bound to be reflected in the prevalence of hearing loss. Assessment of hearing loss can easily be carried out on a large scale and at low cost using mobile apps. Objective This study aimed to conduct a worldwide assessment of the differences in hearing loss prevalence between countries in a group of mobile device users. Methods Hearing tests were conducted using the open-access Android-based mobile app Hearing Test. The app is available free of charge in the Google Play store, provided that consent to the use of the results for scientific purposes is given. This study included hearing tests carried out on device models supported by the app with bundled headphones in the set. Calibration factors for supported models were determined using the biological method. The tests consisted of self-determining the quietest audible tone in the frequency range from 250 Hz to 8 kHz by adjusting its intensity using the buttons. The ambient noise level was optionally monitored using a built-in microphone. Following the test, the user could compare his hearing threshold against age norms by providing his or her age. The user's location was identified based on the phone’s IP address. Results From November 23, 2016 to November 22, 2019, 733,716 hearing tests were conducted on 236,716 mobile devices across 212 countries. After rejecting the tests that were incomplete, performed with disconnected headphones, not meeting the time criterion, repeated by the same user, or carried out regularly on one device, 116,733 of 733,716 tests (15.9%) were qualified for further analysis. The prevalence of hearing loss, defined as the average threshold at frequencies 0.5 kHz, 1 kHz, 2 kHz, and 4 kHz above 25 dB HL in the better ear, was calculated at 15.6% (95% CI 15.4-15.8). Statistically significant differences were found between countries (P<.001), with the highest prevalences for Bangladesh, Pakistan, and India (>28%) and the lowest prevalences for Taiwan, Finland, and South Korea (<11%). Conclusions Hearing thresholds measured by means of mobile devices were congruent with the literature data on worldwide hearing loss prevalence. Uniform recruitment criteria simplify the comparison of the hearing loss prevalence across countries. Hearing testing on mobile devices may be a valid tool in epidemiological studies carried out on a large scale.
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Affiliation(s)
- Marcin Masalski
- Department of Otolaryngology Head and Neck Surgery, Faculty of Medicine, Wroclaw Medical University, Wroclaw, Poland.,Department of Biomedical Engineering, Faculty of Fundamental Problems of Technology, Wroclaw University of Technology, Wroclaw, Poland
| | - Krzysztof Morawski
- Department of Otolaryngology Head and Neck Surgery, Faculty of Medicine, Wroclaw Medical University, Wroclaw, Poland
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