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Haimi M, Sergienko R. Adoption and Use of Telemedicine and Digital Health Services Among Older Adults in Light of the COVID-19 Pandemic: Repeated Cross-Sectional Analysis. JMIR Aging 2024; 7:e52317. [PMID: 38656768 PMCID: PMC11079757 DOI: 10.2196/52317] [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: 11/15/2023] [Accepted: 03/20/2024] [Indexed: 04/26/2024] Open
Abstract
BACKGROUND As the population ages and the prevalence of long-term diseases rises, the use of telecare is becoming increasingly frequent to aid older people. OBJECTIVE This study aims to explore the use and adoption of 3 types of telehealth services among the older population in Israel before, during, and after the COVID-19 pandemic. METHODS We explored the use characteristics of older adults (aged ≥65 years) belonging to Clalit Health Services in several aspects in the use of 3 types of telehealth services: the use of digital services for administrative tasks; the use of synchronous working-hours telehealth visits with the patient's personal physician during clinic business hours; and the use of after-hours consultations during evenings, nights, and weekends when the clinics are closed. The data were collected and analyzed throughout 3 distinct periods in Israel: before the COVID-19 pandemic, during the onset of the COVID-19 pandemic, and following the COVID-19 peak. RESULTS Data of 618,850 patients who met the inclusion criteria were extracted. Telehealth services used for administrative purposes were the most popular. The most intriguing finding was that the older population significantly increased their use of all types of telehealth services during the COVID-19 pandemic, and in most types, this use decreased after the COVID-19 peak, but to a level that was higher than the baseline level before the COVID-19 pandemic. Before the COVID-19 pandemic, 23.1% (142,936/618,850) of the study population used working-hours telehealth visits, and 2.2% (13,837/618,850) used after-hours consultations at least once. The percentage of use for these services increased during the COVID-19 pandemic to 59.2% (366,566/618,850) and 5% (30,777/618,850) and then decreased during the third period to 39.5% (244,572/618,850) and 2.4% (14,584/618,850), respectively (P<.001). Multiple patient variables have been found to be associated with the use of the different telehealth services in each period. CONCLUSIONS Despite the limitations and obstacles, the older population uses telehealth services and can increase their use when they are needed. These people can learn how to use digital health services effectively, and they should be given the opportunity to do so by creating suitable and straightforward telehealth solutions tailored to this population and enhancing their usability.
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Affiliation(s)
- Motti Haimi
- Rappaport Faculty of Medicine, Technion-Israel Institute of Technology, Haifa, Israel
- Health Administration Department, The Max Stern Yezreel Valley College, Emek Yezreel, Israel
- Clalit Research Institute, Tel Aviv, Israel
| | - Ruslan Sergienko
- Department of Health Policy and Management, Faculty of Health Sciences, Ben-Gurion University of the Negev, Beer Sheva, Israel
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Genberg EM, Viitanen HT, Mäkelä MJ, Kautiainen HJ, Kauppi PM. Impact of a digital web-based asthma platform, a real-life study. BMC Pulm Med 2023; 23:165. [PMID: 37173716 PMCID: PMC10177708 DOI: 10.1186/s12890-023-02467-8] [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: 12/07/2022] [Accepted: 05/03/2023] [Indexed: 05/15/2023] Open
Abstract
BACKGROUND Digital health technology (DHT) is a growing area in the treatment of chronic diseases. Study results on DHT's effect on asthma control have been mixed, but benefits have been seen for adherence, self-management, symptoms, and quality of life. The aim was to evaluate the impact of an interactive web-based asthma treatment platform on asthma exacerbations and health care visits. METHODS In this real-life study, we retrospectively collected data on adult patients registered on a web-based interactive asthma treatment platform between December 2018 and May 2021. Patients who activated their accounts were active users, and patients who did not were inactive users and considered as controls. We compared the number of exacerbations, total number of exacerbation events defined as the sum of oral corticosteroid (OCS) and antimicrobial courses, emergency room visits, hospitalizations, and asthma-related health care visits before and one year after the registration on the platform. Statistical tests used included the t-test, Pearson's chi-square test and Poisson regression models. RESULTS Of 147 patients registered on the platform, 106 activated their accounts and 41 did not. The active users had significantly fewer total number of exacerbation events (2.56 per person years, relative decline 0.78, 95% CI 0.6 to 1.0) and asthma-related health care visits (2.38 per person years, relative decline 0.84, 95% CI 0.74 to 0.96) than before registration to the platform, whereas the reductions in health care visits and the total number of exacerbation events were not significant in the inactive users. CONCLUSIONS An interactive web-based asthma platform can reduce asthma-related health care visits and exacerbations when used actively.
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Affiliation(s)
- Emma M Genberg
- Allergic Diseases, Skin and Allergy Hospital, University of Helsinki and Helsinki University Hospital, Helsinki, Finland.
- Pulmonary Department, University of Helsinki and Helsinki University Hospital, Helsinki, Finland.
| | - Hilkka T Viitanen
- Allergic Diseases, Skin and Allergy Hospital, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
| | - Mika J Mäkelä
- Allergic Diseases, Skin and Allergy Hospital, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
| | - Hannu J Kautiainen
- Primary Health Care Unit, Kuopio University Hospital, Kuopio, Finland
- Folkhälsan Research Center, Helsinki, Finland
| | - Paula M Kauppi
- Allergic Diseases, Skin and Allergy Hospital, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
- Pulmonary Department, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
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Stoumpos AI, Kitsios F, Talias MA. Digital Transformation in Healthcare: Technology Acceptance and Its Applications. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2023; 20:3407. [PMID: 36834105 PMCID: PMC9963556 DOI: 10.3390/ijerph20043407] [Citation(s) in RCA: 63] [Impact Index Per Article: 63.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/29/2022] [Revised: 02/08/2023] [Accepted: 02/10/2023] [Indexed: 05/27/2023]
Abstract
Technological innovation has become an integral aspect of our daily life, such as wearable and information technology, virtual reality and the Internet of Things which have contributed to transforming healthcare business and operations. Patients will now have a broader range and more mindful healthcare choices and experience a new era of healthcare with a patient-centric culture. Digital transformation determines personal and institutional health care. This paper aims to analyse the changes taking place in the field of healthcare due to digital transformation. For this purpose, a systematic bibliographic review is performed, utilising Scopus, Science Direct and PubMed databases from 2008 to 2021. Our methodology is based on the approach by Wester and Watson, which classify the related articles based on a concept-centric method and an ad hoc classification system which identify the categories used to describe areas of literature. The search was made during August 2022 and identified 5847 papers, of which 321 fulfilled the inclusion criteria for further process. Finally, by removing and adding additional studies, we ended with 287 articles grouped into five themes: information technology in health, the educational impact of e-health, the acceptance of e-health, telemedicine and security issues.
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Affiliation(s)
- Angelos I. Stoumpos
- Healthcare Management Postgraduate Program, Open University Cyprus, P.O. Box 12794, Nicosia 2252, Cyprus
| | - Fotis Kitsios
- Department of Applied Informatics, University of Macedonia, 156 Egnatia Street, GR54636 Thessaloniki, Greece
| | - Michael A. Talias
- Healthcare Management Postgraduate Program, Open University Cyprus, P.O. Box 12794, Nicosia 2252, Cyprus
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4
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Refahi H, Klein M, Feigerlova E. e-Health Literacy Skills in People with Chronic Diseases and What Do the Measurements Tell Us: A Scoping Review. Telemed J E Health 2023; 29:198-208. [PMID: 35671526 DOI: 10.1089/tmj.2022.0115] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Abstract
Background: Use of electronic health (e-Health) technologies has increased in the past decade and inadequate e-Health literacy may lead to health-related social inequality. This is especially true for patients living with chronic diseases who are often involved in self-care. However, the measurement of e-Health literacy represents several challenges. Among available instruments, the e-Health Literacy Scale (eHEALS) is the only instrument with available psychometric properties. Aim: To identify studies measuring e-Health literacy in adults living with chronic disease and its relationship to health-related behaviors and other perceptions such as quality of life, self-efficacy, or specific disease biomarkers, and studies analyzing the impact of educational intervention on e-Health literacy. Methods: The authors searched MEDLINE, the Cochrane Library, and Web of Science databases to identify studies published in English language until April 2022. Results: Seventeen studies involving 4,877 participants were included. A majority of the studies were cross-sectional with a lack of appropriate controls. Five of the included studies were experimental, involving 758 participants. All of them reported positive effects of educational interventions on the improvements in self-reported e-Health literacy skills. However, most studies were at risk of bias. Conclusion: Despite these limitations, the findings of this review indicate the positive relationship between e-Health literacy and various health care processes in adults with chronic diseases and highlights a need for prospective controlled studies. Promoting e-Health literacy might give better opportunities for the active involvement of people with chronic diseases in self-care and for the implementation of online interventions into existing system of care.
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Affiliation(s)
- Hélène Refahi
- Department of Endocrinology, Diabetology, and Nutrition, Centre Hospitalier Universitaire and Medical Faculty, Université de Lorraine, Nancy, France
| | - Marc Klein
- Department of Endocrinology, Diabetology, and Nutrition, Centre Hospitalier Universitaire and Medical Faculty, Université de Lorraine, Nancy, France
| | - Eva Feigerlova
- Department of Endocrinology, Diabetology, and Nutrition, Centre Hospitalier Universitaire and Medical Faculty, Université de Lorraine, Nancy, France.,INSERM UMR_S 1116-DCAC, Université de Lorraine, Nancy, France.,Centre Universitaire d'Enseignement par SIMulation (CUESim), Hôpital Virtuel de Lorraine (HVL), Medical Faculty, Université de Lorraine, Nancy, France
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Płaciszewski K, Wierzba W, Ostrowski J, Pinkas J, Jankowski M. Use of the Internet for Health Purposes-A National Web-Based Cross-Sectional Survey among Adults in Poland. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:16315. [PMID: 36498389 PMCID: PMC9736358 DOI: 10.3390/ijerph192316315] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/29/2022] [Revised: 11/29/2022] [Accepted: 12/03/2022] [Indexed: 06/17/2023]
Abstract
The Internet is one of the most popular information sources. This study aimed to assess the public attitudes towards the use of the Internet for health purposes as well as to identify factors associated with the use of the Internet for health purposes among adults in Poland. A web-based cross-sectional survey was carried out between 9 and 12 September 2022 on a nationwide random-quota sample of 1092 adults in Poland. The study questionnaire included 10 questions on Internet use for health purposes. The most common reason for the use of the Internet for health purposes was searching for information on drugs and their effects (69.9%). Almost two-thirds of participants used the Internet for searching for health information (64.9%), for doctors/medical services (63.4%), or for medical facilities (65.3%). Over half of the participants used the Internet for checking online reviews of doctors (55.2%) and 43.5% of the participants ordered drugs or dietary supplements online. Out of 9 different socioeconomic factors analyzed in this study, having higher education, being female, as well as living in cities from 100,000 to 499,999 residents were the most important factors (p < 0.05) associated with the use of the Internet for health purposes. This study confirmed a high level of adoption of medical Internet in Poland.
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Affiliation(s)
- Krzysztof Płaciszewski
- Central Clinical Hospital of the Ministry of the Interior and Administration in Warsaw, 02-507 Warsaw, Poland
| | - Waldemar Wierzba
- Central Clinical Hospital of the Ministry of the Interior and Administration in Warsaw, 02-507 Warsaw, Poland
| | - Janusz Ostrowski
- School of Public Health, Centre of Postgraduate Medical Education, 01-826 Warsaw, Poland
| | - Jarosław Pinkas
- School of Public Health, Centre of Postgraduate Medical Education, 01-826 Warsaw, Poland
| | - Mateusz Jankowski
- School of Public Health, Centre of Postgraduate Medical Education, 01-826 Warsaw, Poland
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Thiel B, Iao I, Smid J, de Wit E, Koopman S, Geerts B, Godfried M, Kalkman C. The adoption of a postoperative pain self-report tool, a qualitative study (Preprint). JMIR Hum Factors 2021; 9:e33706. [PMID: 35471472 PMCID: PMC9092239 DOI: 10.2196/33706] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2021] [Revised: 01/13/2022] [Accepted: 02/03/2022] [Indexed: 11/13/2022] Open
Abstract
Background With electronic technologies, patients are provided with tools to easily acquire information and to manage and record their own health status. eHealth interventions are already broadly applied to perioperative care. In a similar way, we aimed to utilize a smartphone application to enable postoperative patients to partially self-manage their postoperative pain. The results of a previously performed proof-of-concept study regarding the application were promising, and nurses as well as patients were optimistic regarding this innovative mobile application. Nevertheless, in reality, it appears that the usage and overall implementation of this application have stagnated since its introduction. Problems with innovation adoption are not novel; various studies have been conducted to explore the reasons for low implementation success of eHealth applications and indicated that adoption is influenced by multiple organizational factors. This study investigated the influence of these organizational factors on the adoption process, aiming to provide more insight in the dos and don’ts for implementing eHealth in the working processes of hospital care. Objective This study aimed to provide insight in how to successfully implement a technological eHealth innovation in a general nonacademic hospital. Methods A qualitative study was conducted to explore organizational factors affecting the innovation adoption process. Data were collected by conducting semistructured one-on-one interviews with 11 stakeholders. The data were analyzed using thematic analysis identifying overarching themes. Results Absorptive capacity, referred to as an organization’s dynamic capability pertaining to knowledge creation and utilization that enhances an organization’s ability to gain and sustain a competitive advantage, was regarded as the most influential factor on the application’s adoption. Accordingly, it appeared that innovation adoption is mainly determined by the capability and willingness to assimilate and transform new information into productive use and the ability to absorb a novel innovation. Absorptive capacity was found to be influenced by the innovation’s benefit and the sense of ownership and responsibility. Organizational readiness and management support were also regarded as essential since absorptive capacity seemed to be mediated by these factors. The size of the hospital influenced eHealth adoption by the amount of resources available and by its organizational structure. Conclusions In conclusion, absorptive capacity is essential for eHealth adoption, and it is mediated by management support and organizational readiness. It is recommended to increase the degree of willingness and ability to adopt an eHealth innovation by enhancing the relevance, engaging stakeholders, and assigning appropriate leaders to offer guidance.
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Affiliation(s)
- Bram Thiel
- Department of Anesthesiology, OLVG Hospital, Amsterdam, Netherlands
| | - Inez Iao
- Department of Services and Solutions Delivery, Philips Benelux, Amsterdam, Netherlands
| | - Joris Smid
- Department of Cardiology, OLVG Hospital, Amsterdam, Netherlands
| | - Emmy de Wit
- Faculty of Science, Athena Institute, Vu University, Amsterdam, Netherlands
| | - Seppe Koopman
- Department of Anesthesiology, Maasstad Hospital, Rotterdam, Netherlands
| | - Bart Geerts
- Department of Intensive Care, Spaarne Gasthuis Hospital, Haarlem, Netherlands
| | - Marc Godfried
- Department of Anesthesiology, OLVG Hospital, Amsterdam, Netherlands
| | - Cor Kalkman
- Department of Anesthesia and Intensive Care, University Medical Centre Utrecht, Utrecht, Netherlands
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7
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AshaRani PV, Jue Hua L, Roystonn K, Siva Kumar FD, Peizhi W, Ying Jie S, Shafie S, Chang S, Jeyagurunathan A, Boon Yiang C, Abdin E, Ajit Vaingankar J, Sum CF, Lee ES, Chong SA, Subramaniam M. Readiness and Acceptance of eHealth Services for Diabetes Care in the General Population: Cross-sectional Study. J Med Internet Res 2021; 23:e26881. [PMID: 34473062 PMCID: PMC8446836 DOI: 10.2196/26881] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/01/2021] [Revised: 03/16/2021] [Accepted: 07/13/2021] [Indexed: 01/28/2023] Open
Abstract
BACKGROUND Diabetes management is a growing health care challenge worldwide. eHealth can revolutionize diabetes care, the success of which depends on end user acceptance. OBJECTIVE This study aims to understand the readiness and acceptance of eHealth services for diabetes care among the general population, perceived advantages and disadvantages of eHealth, and factors associated with eHealth readiness and acceptance in a multiethnic Asian country. METHODS In this cross-sectional epidemiological study, participants (N=2895) were selected through disproportionate stratified random sampling from a population registry. Citizens or permanent residents of Singapore aged >18 years were recruited. The data were captured through computer-assisted personal interviews. An eHealth questionnaire was administered in one of four local languages (English, Chinese, Malay, or Tamil), as preferred by the participant. Bivariate chi-square analyses were performed to compare the sociodemographic characteristics and perception of advantages and disadvantages of eHealth services between the diabetes and nondiabetes groups. Multivariable logistic regression models were used to determine factors associated with eHealth readiness and acceptance. All analyses were weighted using survey weights to account for the complex survey design. RESULTS The sample comprised participants with (n=436) and without (n=2459) diabetes. eHealth readiness was low, with 47.3% of the overall sample and 75.7% of the diabetes group endorsing that they were not ready for eHealth (P<.001). The most acceptable eHealth service overall was booking appointments (67.4%). There was a significantly higher preference in the diabetes group for face-to-face sessions for consultation with the clinician (nondiabetes: 83.5% vs diabetes: 92.6%; P<.001), receiving prescriptions (61.9% vs 79.3%; P<.001), referrals to other doctors (51.4% vs 72.2%; P<.001), and receiving health information (34% vs 63.4%; P<.001). The majority of both groups felt that eHealth requires users to be computer literate (90.5% vs 94.3%), does not build clinician-patient rapport compared with face-to-face sessions (77.5% vs 81%), and might not be credible (56.8% vs 64.2%; P=.03). Age (≥35 years), ethnicity (Indian), and lower education status had lower odds of eHealth readiness. Age (≥35 years), ethnicity (Indian), lower education status (primary school), BMI (being underweight), and marital status (being single) were associated with a lower likelihood of eHealth acceptance. Among only those with diabetes, a longer duration of diabetes (4-18 years), higher education (degree or above), and younger age (23-49 years) were associated with eHealth readiness, whereas younger age and income (SGD 2000-3999 [US $1481-$2961]) were associated with acceptance. CONCLUSIONS Overall, an unfavorable attitude toward eHealth was observed, with a significantly higher number of participants with diabetes reporting their unwillingness to use these services for their diabetes care. Sociodemographic factors associated with acceptance and readiness identified a group of people who were unlikely to accept the technology and thus need to be targeted for eHealth literacy programs to avoid health care disparity. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID) RR2-10.1136/bmjopen-2020-037125.
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Affiliation(s)
- P V AshaRani
- Research Division, Institute of Mental Health, Singapore, Singapore
| | - Lau Jue Hua
- Research Division, Institute of Mental Health, Singapore, Singapore
| | | | | | - Wang Peizhi
- Research Division, Institute of Mental Health, Singapore, Singapore
| | - Soo Ying Jie
- Research Division, Institute of Mental Health, Singapore, Singapore
| | - Saleha Shafie
- Research Division, Institute of Mental Health, Singapore, Singapore
| | - Sherilyn Chang
- Research Division, Institute of Mental Health, Singapore, Singapore
| | | | - Chua Boon Yiang
- Research Division, Institute of Mental Health, Singapore, Singapore
| | - Edimansyah Abdin
- Research Division, Institute of Mental Health, Singapore, Singapore
| | | | - Chee Fang Sum
- Admiralty Medical Centre, Khoo Teck Puat Hospital, Singapore, Singapore
| | - Eng Sing Lee
- Clinical Research Unit, National Healthcare Group Polyclinics, Singapore, Singapore
| | - Siow Ann Chong
- Research Division, Institute of Mental Health, Singapore, Singapore
| | - Mythily Subramaniam
- Research Division, Institute of Mental Health, Singapore, Singapore.,Saw Swee Hock School of Public Health, National University of Singapore, Singapore, Singapore
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Damerau M, Teufel M, Musche V, Dinse H, Schweda A, Beckord J, Steinbach J, Schmidt K, Skoda EM, Bäuerle A. Determining Acceptance of e-Mental Health Interventions in Digital Psychodiabetology Using a Quantitative Web-Based Survey: Cross-sectional Study. JMIR Form Res 2021; 5:e27436. [PMID: 34328429 PMCID: PMC8367156 DOI: 10.2196/27436] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2021] [Revised: 05/21/2021] [Accepted: 05/31/2021] [Indexed: 01/20/2023] Open
Abstract
Background Diabetes is a very common chronic disease that exerts massive physiological and psychological burdens on patients. The digitalization of mental health care has generated effective e-mental health approaches, which offer an indubitable practical value for patient treatment. However, before implementing and optimizing e-mental health tools, their acceptance and underlying barriers and resources should be first determined for developing and establishing effective patient-oriented interventions. Objective This study aims to assess the acceptance of e-mental health interventions among patients with diabetes and explore its underlying barriers and resources. Methods A cross-sectional study was conducted in Germany from April 9, 2020, to June 15, 2020, through a web-based survey for which patients were recruited via web-based diabetes channels. The eligibility requirements were adult age (18 years or older), a good command of the German language, internet access, and a diagnosis of diabetes. Acceptance was measured using a modified questionnaire, which was based on the well-established Unified Theory of Acceptance and Use of Technology (UTAUT) and assessed health-related internet use, acceptance of e-mental health interventions, and its barriers and resources. Mental health was measured using validated and established instruments, namely the Generalized Anxiety Disorder Scale-7, Patient Health Questionnaire-2, and Distress Thermometer. In addition, sociodemographic and medical data regarding diabetes were collected. Results Of the 340 participants who started the survey, 261 (76.8%) completed it and the final sample comprised 258 participants with complete data sets. The acceptance of e-mental health interventions in patients with diabetes was overall moderate (mean 3.02, SD 1.14). Gender and having a mental disorder had a significant influence on acceptance (P<.001). In an extended UTAUT regression model (UTAUT predictors plus sociodemographics and mental health variables), distress (β=.11; P=.03) as well as the UTAUT predictors performance expectancy (β=.50; P<.001), effort expectancy (β=.15; P=.001), and social influence (β=.28; P<.001) significantly predicted acceptance. The comparison between an extended UTAUT regression model (13 predictors) and the UTAUT-only regression model (performance expectancy, effort expectancy, social influence) revealed no significant difference in explained variance (F10,244=1.567; P=.12). Conclusions This study supports the viability of the UTAUT model and its predictors in assessing the acceptance of e-mental health interventions among patients with diabetes. Three UTAUT predictors reached a notable amount of explained variance of 75% in the acceptance, indicating that it is a very useful and efficient method for measuring e-mental health intervention acceptance in patients with diabetes. Owing to the close link between acceptance and use, acceptance-facilitating interventions focusing on these three UTAUT predictors should be fostered to bring forward the highly needed establishment of effective e-mental health interventions in psychodiabetology.
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Affiliation(s)
- Mirjam Damerau
- Clinic for Psychosomatic Medicine and Psychotherapy, LVR-University Hospital Essen, University of Duisburg Essen, Essen, Germany
| | - Martin Teufel
- Clinic for Psychosomatic Medicine and Psychotherapy, LVR-University Hospital Essen, University of Duisburg Essen, Essen, Germany
| | - Venja Musche
- Clinic for Psychosomatic Medicine and Psychotherapy, LVR-University Hospital Essen, University of Duisburg Essen, Essen, Germany
| | - Hannah Dinse
- Clinic for Psychosomatic Medicine and Psychotherapy, LVR-University Hospital Essen, University of Duisburg Essen, Essen, Germany
| | - Adam Schweda
- Clinic for Psychosomatic Medicine and Psychotherapy, LVR-University Hospital Essen, University of Duisburg Essen, Essen, Germany
| | - Jil Beckord
- Clinic for Psychosomatic Medicine and Psychotherapy, LVR-University Hospital Essen, University of Duisburg Essen, Essen, Germany
| | - Jasmin Steinbach
- Clinic for Psychosomatic Medicine and Psychotherapy, LVR-University Hospital Essen, University of Duisburg Essen, Essen, Germany
| | - Kira Schmidt
- Clinic for Psychosomatic Medicine and Psychotherapy, LVR-University Hospital Essen, University of Duisburg Essen, Essen, Germany
| | - Eva-Maria Skoda
- Clinic for Psychosomatic Medicine and Psychotherapy, LVR-University Hospital Essen, University of Duisburg Essen, Essen, Germany
| | - Alexander Bäuerle
- Clinic for Psychosomatic Medicine and Psychotherapy, LVR-University Hospital Essen, University of Duisburg Essen, Essen, Germany
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Duplaga M. The association between Internet use and health-related outcomes in older adults and the elderly: a cross-sectional study. BMC Med Inform Decis Mak 2021; 21:150. [PMID: 33957909 PMCID: PMC8100743 DOI: 10.1186/s12911-021-01500-2] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2020] [Accepted: 04/20/2021] [Indexed: 11/15/2022] Open
Abstract
Background Older adults and elderly persons can experience a significant digital divide. However, there are many studies reporting that the use of the Internet has benefits related to a person’s health status and social inclusion. It is not fully clear if Internet use and health-related outcomes share common antecedents or if using the Internet may have a favourable effect on the determinants responsible for good health. The main aim of this study was to assess the relationship between the use of the Internet and health-related outcomes in older adults and elderly people in Poland. Methods The effect of the use of the Internet was analysed with regression models after adjusting for sociodemographic factors. The data used for the analysis were obtained through a telephone-based survey on a representative sample of Polish adults at least 50 years of age. Results By categorising the frequency of Internet use by the respondents, it was found that some categories were significantly related to less favourable health behaviours. Rare Internet users were less likely to undertake physical activity than nonusers (odds ratio, OR, 95% confidence interval, 95%CI 0.48, 0.28–0.83). Those using the Internet every day less frequently consumed fruit and vegetables (OR, 95%CI 0.64, 0.42–0.99). Internet use was also associated with more frequent consumption of alcohol (OR, 95%CI 1.65, 1.09–2.50 comparing nonusers with those accessing the Internet several times a week). Persons rarely using the Internet, but not those who accessed it at least a few times a week, possessed a lower health literacy than nonusers (OR, 95%CI 0.71, 0.52–0.97). Internet users were also more likely to assess their health status as unsatisfactory (OR, 95%CI 0.59, 0.42–0.82 comparing nonusers with those using the Internet daily). Finally, the use of the Internet was consistently associated with a lower prevalence of chronic conditions and disability, as well as less frequent visits to health care facilities. Conclusions In conclusion, in contrast to earlier findings, Internet use is not associated with favourable patterns of lifestyle or higher self-rated health in older Polish adults. However, persons with chronic conditions or disabilities less frequently declare the use of the Internet. It was also revealed that older adults and the elderly who make use of the Internet are less likely to utilise health services.
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Affiliation(s)
- Mariusz Duplaga
- Department of Health Promotion and e-Health, Institute of Public Health, Faculty of Health Sciences, Jagiellonian University Medical College, Skawińska Str. 8, 31-066, Kraków, Poland.
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10
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Shah NM, Kaltsakas G. Telemedicine in the management of patients with chronic respiratory failure. Breathe (Sheff) 2021; 17:210008. [PMID: 34295411 PMCID: PMC8291909 DOI: 10.1183/20734735.0008-2021] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2021] [Accepted: 03/12/2021] [Indexed: 12/20/2022] Open
Abstract
Patients with chronic respiratory failure are often required to attend multiple hospital appointments, which may be difficult due to their physical disabilities and the amount of equipment they are required to bring. Their caregivers often struggle with the lack of immediate care available when the patient suffers difficulties at home. Telemedicine is an opportunity to bridge the gap between home and healthcare professionals by allowing the healthcare team to reach into patients' homes to provide more frequent support. The evidence for the use of telemedicine in patients with chronic respiratory failure remains equivocal. Although the uptake of telemedicine has been slow, the SARS-CoV-2 pandemic has resulted in the rapid dissemination of telemedicine to allow the delivery of care to vulnerable patients while reducing the need for their attendance in hospital. Logistical and legal challenges to the delivery of telemedicine remain, but the pandemic may serve as a driver to ameliorate these challenges and facilitate wider use of this technology to improve the experience of patients with chronic respiratory failure. Educational aims To provide an overview of the rationale for delivering care via telemedicine for patients with chronic respiratory failure.To provide the evidence base for establishing a telemedicine service.To highlight the potential opportunities and challenges in delivering a telemedicine service for patients with chronic respiratory failure.
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Affiliation(s)
- Neeraj M Shah
- Lane Fox Respiratory Service, St Thomas' Hospital, Guy's and St Thomas' NHS Foundation Trust, London, UK.,Lane Fox Clinical Respiratory Physiology Centre, Guy's and St Thomas' NHS Foundation Trust, London, UK.,Centre for Human and Applied Physiological Sciences (CHAPS), King's College London, London, UK
| | - Georgios Kaltsakas
- Lane Fox Respiratory Service, St Thomas' Hospital, Guy's and St Thomas' NHS Foundation Trust, London, UK.,Lane Fox Clinical Respiratory Physiology Centre, Guy's and St Thomas' NHS Foundation Trust, London, UK.,Centre for Human and Applied Physiological Sciences (CHAPS), King's College London, London, UK
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11
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Li P, Luo Y, Yu X, Wen J, Mason E, Li W, Jalali MS. Patients' Perceptions of Barriers and Facilitators to the Adoption of E-Hospitals: Cross-Sectional Study in Western China. J Med Internet Res 2020; 22:e17221. [PMID: 32525483 PMCID: PMC7317627 DOI: 10.2196/17221] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2019] [Revised: 03/11/2020] [Accepted: 04/12/2020] [Indexed: 02/05/2023] Open
Abstract
BACKGROUND As an innovative approach to providing web-based health care services from physical hospitals to patients at a distance, e-hospitals (ie, extended care hospitals through the internet) have been extensively developed in China. This closed health care delivery chain was developed by combining e-hospitals with physical hospitals; treatment begins with web-based consultation and registration, and then, patients are diagnosed and treated in a physical hospital. This approach is promising in its ability to improve accessibility, efficiency, and quality of health care. However, there is limited research on end users' acceptance of e-hospitals and the effectiveness of strategies aimed to prompt the adoption of e-hospitals in China. OBJECTIVE This study aimed to provide insights regarding the adoption of e-hospitals by investigating patients' willingness to use e-hospitals and analyzing the barriers and facilitators to the adoption of this technology. METHODS We used a pretested self-administered questionnaire and performed a cross-sectional analysis in 1032 patients across three hierarchical hospitals in West China from June to August 2019. Patients' sociodemographic characteristics, medical history, current disease status, proficiency with electronic devices, previous experience with web-based health services, willingness to use e-hospitals, and perceived facilitators and barriers were surveyed. Multiple significance tests were employed to examine disparities across four age groups, as well as those between patients who were willing to use e-hospitals and those who were not. Multivariate logistic regression was also performed to identify the potential predictors of willingness to use e-hospitals. RESULTS Overall, it was found that 65.6% (677/1032) of participants were willing to use e-hospitals. The significant predictors of willingness to use e-hospitals were employment status (P=.02), living with children (P<.001), education level (P=.046), information technology skills (P<.001), and prior experience with web-based health care services (P<.001), whereas age, income, medical insurance, and familiarity with e-hospitals were not predictors. Additionally, the prominent facilitators of e-hospitals were convenience (641/677, 94.7%) and accessibility to skilled medical experts (489/677, 72.2%). The most frequently perceived barrier varied among age groups; seniors most often reported their inability to operate technological devices as a barrier (144/166, 86.7%), whereas young participants most often reported that they avoided e-hospital services because they were accustomed to face-to-face consultation (39/52, 75%). CONCLUSIONS We identified the variables, facilitators, and barriers that play essential roles in the adoption of e-hospitals. Based on our findings, we suggest that efforts to increase the adoption of e-hospitals should focus on making target populations accustomed to web-based health care services while maximizing ease of use and providing assistance for technological inquiries.
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Affiliation(s)
- Peiyi Li
- Institute of Hospital Management, West China Hospital of Sichuan University, Chengdu, China
| | - Yunmei Luo
- Institute of Hospital Management, West China Hospital of Sichuan University, Chengdu, China
| | - Xuexin Yu
- Biomedical Big Data Center, West China Hospital of Sichuan University, Chengdu, China
| | - Jin Wen
- Institute of Hospital Management, West China Hospital of Sichuan University, Chengdu, China
| | - Elizabeth Mason
- Massachusetts General Hospital's Institute for Technology Assessment, Harvard Medical School, Boston, MA, United States
| | - Weimin Li
- Department of Respiratory Medicine, West China Hospital of Sichuan University, Chengdu, China
| | - Mohammad S Jalali
- Massachusetts General Hospital's Institute for Technology Assessment, Harvard Medical School, Boston, MA, United States
- MIT Sloan School of Management, Massachusetts Institute of Technology, Cambridge, MA, United States
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12
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Klimova B, Maresova P, Lee S. Elderly's Attitude towards the Selected Types of e-Health. Healthcare (Basel) 2020; 8:healthcare8010038. [PMID: 32069853 PMCID: PMC7151130 DOI: 10.3390/healthcare8010038] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2019] [Revised: 01/31/2020] [Accepted: 02/05/2020] [Indexed: 11/16/2022] Open
Abstract
This current study was sought to explore how older adults’ adaptation of information and communication technology (ICT) devices was associated with their preference for e-Health services. A total of 224 Czech older adults aged 60+ were analyzed for the study. The sample comprised 21% male and 79% female. A self-reported survey questionnaire was employed to assess the prevalence of the use of ICT devices and the Internet and general preference for e-Health services. A series of t-tests were performed between and within two groups divided into e-Health supporters and non-supporters. The results indicated that nearly half of the respondents preferred to use the Internet for searching for health-related information. We found that older adults’ use of ICT devices and educational level was significantly associated with the selection of the e-Health services. However, gender, household type, and the place for a residence did not count additional variance for the preferred e-Health services. For those who express willingness to receive the e-Health service, the preferred e-Health services should be implemented across relevant health domains. To do so, health professionals ought to provide the necessary equipment and educational programs that help older adults better access and adapt to e-Health services.
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13
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Apps zur Förderung von körperlicher Aktivität – Nutzung und Einstellungen bei Erwachsenen im Alter von 50 Jahren und älter. PRÄVENTION UND GESUNDHEITSFÖRDERUNG 2018. [DOI: 10.1007/s11553-018-0674-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
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14
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van Velsen L, Evers M, Bara CD, Op den Akker H, Boerema S, Hermens H. Understanding the Acceptance of an eHealth Technology in the Early Stages of Development: An End-User Walkthrough Approach and Two Case Studies. JMIR Form Res 2018; 2:e10474. [PMID: 30684434 PMCID: PMC6334698 DOI: 10.2196/10474] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2018] [Revised: 04/23/2018] [Accepted: 04/24/2018] [Indexed: 11/20/2022] Open
Abstract
Background Studies that focus on the acceptance of an electronic health (eHealth) technology generally make use of surveys. However, results of such studies hold little value for a redesign, as they focus only on quantifying end-user appreciation of general factors (eg, perceived usefulness). Objective We present a method for understanding end-user acceptance of an eHealth technology, early in the development process: The eHealth End-User Walkthrough. Methods During a walkthrough, a participant is guided by using the technology via a scenario, a persona, and a low-fidelity protoype. A participant is questioned about factors that may affect acceptance during and after the demonstration. We show the value of the method via two case studies. Results During the case studies, participants commented on whether they intend to use a technology and why they would (not) use its main features. They also provided redesign advice or input for additional functions. Finally, the sessions provide guidance for the generation of business models and implementation plans. Conclusions The eHealth End-User Walkthrough can aid design teams in understanding the acceptance of their eHealth application in a very early stage of the design process. Consequently, it can prevent a mismatch between technology and end-users’ needs, wishes and context.
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Affiliation(s)
- Lex van Velsen
- Telemedicine Cluster, Roessingh Research and Development, Enschede, Netherlands.,Biomedical Signals and Systems Group, University of Twente, Enschede, Netherlands
| | - Mirka Evers
- Telemedicine Cluster, Roessingh Research and Development, Enschede, Netherlands
| | - Cristian-Dan Bara
- Telemedicine Cluster, Roessingh Research and Development, Enschede, Netherlands
| | - Harm Op den Akker
- Telemedicine Cluster, Roessingh Research and Development, Enschede, Netherlands.,Biomedical Signals and Systems Group, University of Twente, Enschede, Netherlands
| | - Simone Boerema
- Telemedicine Cluster, Roessingh Research and Development, Enschede, Netherlands
| | - Hermie Hermens
- Telemedicine Cluster, Roessingh Research and Development, Enschede, Netherlands.,Biomedical Signals and Systems Group, University of Twente, Enschede, Netherlands
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15
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Vriezinga S, Borghorst A, van den Akker-van Marle E, Benninga M, George E, Hendriks D, Hopman E, de Meij T, van der Meulen-de Jong A, Putter H, Rings E, Schaart M, Schweizer J, Smit M, Tabbers M, Weijerman M, Wessels M, Mearin ML. E-Healthcare for Celiac Disease-A Multicenter Randomized Controlled Trial. J Pediatr 2018; 195:154-160.e7. [PMID: 29275927 DOI: 10.1016/j.jpeds.2017.10.027] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/26/2017] [Revised: 09/28/2017] [Accepted: 10/12/2017] [Indexed: 02/07/2023]
Abstract
OBJECTIVE To evaluate the (cost-)effectiveness of online consultations in follow-up of patients with celiac disease (CD). STUDY DESIGN Multicenter randomized, controlled trial involving 304 patients aged ≤25 years with CD for ≥1 year, randomized to an online (n = 156) or outpatient consultation (n = 148). An online consultation included questionnaires for symptom and growth measurement. Antitransglutaminase-type-2 antibodies were determined using a point-of-care (POC) test. Controls had a traditional consultation with antitransglutaminase-type-2 antibodies testing in laboratories. Both groups completed questionnaires concerning CD-specific health-related quality of life (HRQOL), gluten-free diet adherence, and patient satisfaction. Six months later, participants repeated HRQOL and patient satisfaction questionnaires and the POC test. The primary outcome was anti-transglutaminase-type-2 antibodies after 6 months, and the secondary outcomes were health problems, dietary adherence, HRQOL, patient satisfaction, and costs. RESULTS The performance of the POC test was inferior to laboratory testing (2/156 positive POC tests vs 13/148 positive laboratory tests; P = .003). Health problems were detected significantly more frequently using online consultation. The detection of growth problems and dietary transgressions was similar. HRQOL (from 1 [good] to 5 [poor]) improved after online consultation (from 3.25 to 3.16 [P = .013] vs controls from 3.10 to 3.23; P = .810). Patient satisfaction (from 1 [low] to 10 [high]) was 7.6 (online) vs 8.0 (controls; P = .001); 58% wished to continue online consultations. Mean costs per participant during the studied period were €202 less for the online group (P < .001). CONCLUSIONS The primary outcome could not be tested because the POC test was unreliable. Nevertheless, our results indicate that online consultations for children and young adults with CD are cost saving, increase CD-specific HRQOL, and are satisfactory for the majority. TRIAL REGISTRATION Trialregister.nl: NTR3688.
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Affiliation(s)
- Sabine Vriezinga
- Department of Pediatrics, Leiden University Medical Center, Leiden, The Netherlands
| | - Annelise Borghorst
- Department of Pediatrics, Leiden University Medical Center, Leiden, The Netherlands
| | | | - Marc Benninga
- Departments of Pediatrics, Emma Children's Hospital, Academic Medical Center, Amsterdam, The Netherlands
| | | | | | - Erica Hopman
- Department of Dietetics, Leiden University Medical Center, Leiden, The Netherlands
| | - Tim de Meij
- VU University Medical Center, Amsterdam, The Netherlands
| | | | - Hein Putter
- Department of Medical Statistics, Leiden University Medical Centre, Leiden, The Netherlands
| | - Edmond Rings
- Department of Pediatrics, Leiden University Medical Center, Leiden, The Netherlands; Sophia Children's Hospital, Erasmus Medical Centre, Rotterdam, The Netherlands
| | - Maaike Schaart
- Department of Pediatrics, Leiden University Medical Center, Leiden, The Netherlands
| | - Joachim Schweizer
- Department of Pediatrics, Leiden University Medical Center, Leiden, The Netherlands
| | - Margot Smit
- Juliana Children's Hospital, The Hague, The Netherlands
| | - Merit Tabbers
- Departments of Pediatrics, Emma Children's Hospital, Academic Medical Center, Amsterdam, The Netherlands
| | | | - Margreet Wessels
- Department of Pediatrics, Leiden University Medical Center, Leiden, The Netherlands; Rijnstate Hospital, Arnhem, The Netherlands
| | - M Luisa Mearin
- Department of Pediatrics, Leiden University Medical Center, Leiden, The Netherlands.
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16
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Houben-Wilke S, Augustin IM, Wouters BB, Stevens RA, Janssen DJ, Spruit MA, Vanfleteren LE, Franssen FM, Wouters EF. The patient with a complex chronic respiratory disease: a specialist of his own life? Expert Rev Respir Med 2017; 11:919-924. [PMID: 29025350 DOI: 10.1080/17476348.2017.1392242] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
INTRODUCTION The independent and central role of the patient with a complex chronic respiratory disease in targeted, personalized disease management strategies is becoming increasingly important. Patients are the ones living with the disease and are finally responsible for their lives underlining their role as essential members of the interdisciplinary treatment team. Areas covered: The present paper narratively reviews existing research and discusses the special, as well as specialized, role of the patient with a complex chronic respiratory disease in the healthcare system and highlights fundamental elements of the (future) relationship between patient and healthcare professionals. Expert commentary: Since the chronic respiratory disease at hand is part of the patient's entire life, we need holistic, personalized approaches optimizing patients' quality of life by not only treating the disease but considering the patients' whole environment and where healthcare professionals and patients are co-creating value care.
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Affiliation(s)
| | | | - Birgit Bref Wouters
- b Department of Health, Ethics and Society, Faculty of Health , Medicine and Life Science, CAPHRI School for Public Health and Primary Care , Maastricht , The Netherlands
| | - Rosita Ah Stevens
- a Department of Research and Education , CIRO , Horn , The Netherlands
| | - Daisy Ja Janssen
- a Department of Research and Education , CIRO , Horn , The Netherlands.,c Centre of Expertise for Palliative Care , Maastricht University Medical Center , Maastricht , The Netherlands
| | - Martijn A Spruit
- a Department of Research and Education , CIRO , Horn , The Netherlands.,d Department of Respiratory Medicine , Maastricht University Medical Centre, NUTRIM School of Nutrition and Translational Research in Metabolism , Maastricht , The Netherlands
| | - Lowie Egw Vanfleteren
- a Department of Research and Education , CIRO , Horn , The Netherlands.,e Department of Respiratory Diseases , Maastricht University Medical Center , Maastricht , The Netherlands
| | - Frits Me Franssen
- a Department of Research and Education , CIRO , Horn , The Netherlands.,e Department of Respiratory Diseases , Maastricht University Medical Center , Maastricht , The Netherlands
| | - Emiel Fm Wouters
- a Department of Research and Education , CIRO , Horn , The Netherlands.,e Department of Respiratory Diseases , Maastricht University Medical Center , Maastricht , The Netherlands
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17
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Tatara N, Hammer HL, Andreassen HK, Mirkovic J, Kjøllesdal MKR. The Association Between Commonly Investigated User Factors and Various Types of eHealth Use for Self-Care of Type 2 Diabetes: Case of First-Generation Immigrants From Pakistan in the Oslo Area, Norway. JMIR Public Health Surveill 2017; 3:e68. [PMID: 28982646 PMCID: PMC5649041 DOI: 10.2196/publichealth.7009] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2016] [Revised: 06/23/2017] [Accepted: 08/06/2017] [Indexed: 12/21/2022] Open
Abstract
Background Sociodemographic and health-related factors are often investigated for their association with the active use of electronic health (eHealth). The importance of such factors has been found to vary, depending on the purpose or means of eHealth and the target user groups. Pakistanis are one of the biggest immigrant groups in the Oslo area, Norway. Due to an especially high risk of developing type 2 diabetes (T2D) among this population, knowledge about their use of eHealth for T2D self-management and prevention (self-care) will be valuable for both understanding this vulnerable group and for developing effective eHealth services. Objective The aim of this study was to examine how commonly were the nine types of eHealth for T2D self-care being used among our target group, the first-generation Pakistani immigrants living in the Oslo area. The nine types of eHealth use are divided into three broad categories based on their purpose: information seeking, communication, and active self-care. We also aimed to investigate how sociodemographic factors, as well as self-assessment of health status and digital skills are associated with the use of eHealth in this group. Methods A survey was carried out in the form of individual structured interviews from September 2015 to January 2016 (N=176). For this study, dichotomous data about whether or not an informant had used each of the nine types of eHealth in the last 12 months and the total number of positive answers were used as dependent variables in a regression analysis. The independent variables were age, gender, total years of education, digital skills (represented by frequency of asking for help when using information and communication technology [ICT]), and self-assessment of health status. Principal component analyses were applied to make categories of independent variables to avoid multicollinearity. Results Principal component analysis yielded three components: knowledge, comprising total years of education and digital skills; health, comprising age and self-assessment of health status; and gender, as being a female. With the exception of closed conversation with a few specific acquaintances about self-care of T2D (negatively associated, P=.02) and the use of ICT for relevant information-seeking by using search engines (not associated, P=.18), the knowledge component was positively associated with all the other dependent variables. The health component was negatively associated with the use of ICT for closed conversation with a few specific acquaintances about self-care of T2D (P=.01) but not associated with the other dependent variables. Gender component showed no association with any of the dependent variables. Conclusions In our sample, knowledge, as a composite measure of education and digital skills, was found to be the main factor associated with eHealth use regarding T2D self-care. Enhancing digital skills would encourage and support more active use of eHealth for T2D self-care.
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Affiliation(s)
- Naoe Tatara
- Department of Computer Science, Faculty of Technology, Art and Design, Oslo and Akershus University College of Applied Sciences, Oslo, Norway
| | - Hugo Lewi Hammer
- Department of Computer Science, Faculty of Technology, Art and Design, Oslo and Akershus University College of Applied Sciences, Oslo, Norway
| | - Hege Kristin Andreassen
- Centre for Care Research, Norwegian University of Science and Technology, Gjøvik, Norway.,Norwegian Centre for E-health Research, University Hospital of North Norway, Tromsø, Norway
| | - Jelena Mirkovic
- Center for Shared Decision Making and Collaborative Care Research, Oslo University Hospital, Oslo, Norway
| | - Marte Karoline Råberg Kjøllesdal
- Department of Community Medicine and Global Health, Institute of Health and Society, Faculty of Medicine, University of Oslo, Oslo, Norway
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18
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Kłak A, Gawińska E, Samoliński B, Raciborski F. Dr Google as the source of health information – the results of pilot qualitative study. ACTA ACUST UNITED AC 2017. [DOI: 10.1016/j.poamed.2017.02.002] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
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19
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Ware P, Bartlett SJ, Paré G, Symeonidis I, Tannenbaum C, Bartlett G, Poissant L, Ahmed S. Using eHealth Technologies: Interests, Preferences, and Concerns of Older Adults. Interact J Med Res 2017; 6:e3. [PMID: 28336506 PMCID: PMC5383803 DOI: 10.2196/ijmr.4447] [Citation(s) in RCA: 64] [Impact Index Per Article: 9.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2015] [Revised: 06/24/2016] [Accepted: 01/29/2017] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND The Internet and eHealth technologies represent new opportunities for managing health. Age, sex, socioeconomic status, and current technology use are some of the known factors that influence individuals' uptake of eHealth; however, relatively little is known about facilitators and barriers to eHealth uptake specific to older adults, particularly as they relate to their experiences in accessing health care. OBJECTIVE The aim of our study was to explore the interests, preferences, and concerns of older adults in using the Internet and eHealth technologies for managing their health in relation to their experiences with the current health care system. METHODS Two focus groups (n=15) were conducted with adults aged 50+ years. Pragmatic thematic analysis using an inductive approach was conducted to identify the interests, preferences, and concerns of using the Internet and eHealth technologies. RESULTS Five themes emerged that include (1) Difficulty in identifying credible and relevant sources of information on the Web; (2) Ownership, access, and responsibility for medical information; (3) Peer communication and support; (4) Opportunities to enhance health care interactions; and (5) Privacy concerns. These findings support the potential value older adults perceive in eHealth technologies, particularly in their ability to provide access to personal health information and facilitate communication between providers and peers living with similar conditions. However, in order to foster acceptance, these technologies will need to provide personal and general health information that is secure, readily accessible, and easily understood. CONCLUSIONS Older adults have diverse needs and preferences that, in part, are driven by their experiences and frustrations with the health care system. Results can help inform the design and implementation of technologies to address gaps in care and access to health information for older adults with chronic conditions who may benefit the most from this approach.
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Affiliation(s)
- Patrick Ware
- School of Physical and Occupational Therapy, McGill University, Montreal, QC, Canada.,Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, ON, Canada
| | - Susan J Bartlett
- Division of Clinical Epidemiology, McGill University, and McGill University Health Centre, Montreal, QC, Canada
| | - Guy Paré
- Research Chair in Digital Health, HEC Montréal, Montreal, QC, Canada
| | - Iphigenia Symeonidis
- School of Physical and Occupational Therapy, McGill University, Montreal, QC, Canada
| | - Cara Tannenbaum
- Centre de Recherche, Institut Universitaire de Gériatrie de Montréal, Université de Montréal, Montreal, QC, Canada
| | - Gillian Bartlett
- Department of Family Medicine, McGill University, Montreal, QC, Canada
| | - Lise Poissant
- School of Rehabilitation, Université de Montréal, Montreal, QC, Canada.,Centre de recherche interdisciplinaire en réadaptation (CRIR), Institut de réadaptation Gingras-Lindsay-de-Montréal, Montreal, QC, Canada
| | - Sara Ahmed
- School of Physical and Occupational Therapy, McGill University, Montreal, QC, Canada.,Division of Clinical Epidemiology, McGill University, and McGill University Health Centre, Montreal, QC, Canada.,Centre de recherche interdisciplinaire en réadaptation (CRIR), Constance-Lethbridge Rehabilitation Center, Montreal, QC, Canada
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20
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Bragazzi NL, Dini G, Toletone A, Brigo F, Durando P. Leveraging Big Data for Exploring Occupational Diseases-Related Interest at the Level of Scientific Community, Media Coverage and Novel Data Streams: The Example of Silicosis as a Pilot Study. PLoS One 2016; 11:e0166051. [PMID: 27806115 PMCID: PMC5091866 DOI: 10.1371/journal.pone.0166051] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2016] [Accepted: 10/21/2016] [Indexed: 12/31/2022] Open
Abstract
Objective Silicosis is an untreatable but preventable occupational disease, caused by exposure to silica. It can progressively evolve to lung impairment, respiratory failure and death, even after exposure has ceased. However, little is known about occupational diseases-related interest at the level of scientific community, media coverage and web behavior. This article aims at filling in this gap of knowledge, taking the silicosis as a case study. Methods We investigated silicosis-related web-activities using Google Trends (GT) for capturing the Internet behavior worldwide in the years 2004–2015. GT-generated data were, then, compared with the silicosis-related scientific production (i.e., PubMed and Google Scholar), the media coverage (i.e., Google news), the Wikipedia traffic (i.e, Wikitrends) and the usage of new media (i.e., YouTube and Twitter). Results A peak in silicosis-related web searches was noticed in 2010–2011: interestingly, both scientific articles production and media coverage markedly increased after these years in a statistically significant way. The public interest and the level of the public engagement were witnessed by an increase in likes, comments, hashtags, and re-tweets. However, it was found that only a small fraction of the posted/uploaded material contained accurate scientific information. Conclusions GT could be useful to assess the reaction of the public and the level of public engagement both to novel risk-factors associated to occupational diseases, and possibly related changes in disease natural history, and to the effectiveness of preventive workplace practices and legislative measures adopted to improve occupational health. Further, occupational clinicians should become aware of the topics most frequently searched by patients and proactively address these concerns during the medical examination. Institutional bodies and organisms should be more present and active in digital tools and media to disseminate and communicate scientifically accurate information. This manuscript should be intended as preliminary, exploratory communication, paving the way for further studies.
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Affiliation(s)
- Nicola Luigi Bragazzi
- Department of Health Sciences, Postgraduate School of Public Health, University of Genoa, Genoa, Italy
| | - Guglielmo Dini
- Department of Health Sciences, Postgraduate School in Occupational Medicine, University of Genoa, Genoa, Italy
- * E-mail:
| | - Alessandra Toletone
- Department of Health Sciences, Postgraduate School in Occupational Medicine, University of Genoa, Genoa, Italy
| | - Francesco Brigo
- Department of Neurology, Franz Tappeiner Hospital, Merano, Italy
- Department of Neurological, Biomedical, and Movement Sciences, University of Verona, Verona, Italy
| | - Paolo Durando
- Department of Health Sciences, Postgraduate School in Occupational Medicine, University of Genoa, Genoa, Italy
- Occupational Medicine Unit, IRCCS AOU San Martino-IST, Genoa, Italy
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21
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van der Meij E, Anema JR, Otten RHJ, Huirne JAF, Schaafsma FG. The Effect of Perioperative E-Health Interventions on the Postoperative Course: A Systematic Review of Randomised and Non-Randomised Controlled Trials. PLoS One 2016; 11:e0158612. [PMID: 27383239 PMCID: PMC4934874 DOI: 10.1371/journal.pone.0158612] [Citation(s) in RCA: 55] [Impact Index Per Article: 6.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2016] [Accepted: 06/17/2016] [Indexed: 12/14/2022] Open
Abstract
BACKGROUND E-health interventions have become increasingly popular, including in perioperative care. The objective of this study was to evaluate the effect of perioperative e-health interventions on the postoperative course. METHODS We conducted a systematic review and searched for relevant articles in the PUBMED, EMBASE, CINAHL and COCHRANE databases. Controlled trials written in English, with participants of 18 years and older who underwent any type of surgery and which evaluated any type of e-health intervention by reporting patient-related outcome measures focusing on the period after surgery, were included. Data of all included studies were extracted and study quality was assessed by using the Downs and Black scoring system. FINDINGS A total of 33 articles were included, reporting on 27 unique studies. Most studies were judged as having a medium risk of bias (n = 13), 11 as a low risk of bias, and three as high risk of bias studies. Most studies included patients undergoing cardiac (n = 9) or orthopedic surgery (n = 7). All studies focused on replacing (n = 11) or complementing (n = 15) perioperative usual care with some form of care via ICT; one study evaluated both type of interventions. Interventions consisted of an educational or supportive website, telemonitoring, telerehabilitation or teleconsultation. All studies measured patient-related outcomes focusing on the physical, the mental or the general component of recovery. 11 studies (40.7%) reported outcome measures related to the effectiveness of the intervention in terms of health care usage and costs. 25 studies (92.6%) reported at least an equal (n = 8) or positive (n = 17) effect of the e-health intervention compared to usual care. In two studies (7.4%) a positive effect on any outcome was found in favour of the control group. CONCLUSION Based on this systematic review we conclude that in the majority of the studies e-health leads to similar or improved clinical patient-related outcomes compared to only face to face perioperative care for patients who have undergone various forms of surgery. However, due to the low or moderate quality of many studies, the results should be interpreted with caution.
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Affiliation(s)
- Eva van der Meij
- Department of Obstetrics and Gynaecology, VU University Medical Center, Amsterdam, The Netherlands
- EMGO Institute for Health and Care Research, VU University Medical Center, Amsterdam, The Netherlands
- * E-mail:
| | - Johannes R. Anema
- EMGO Institute for Health and Care Research, VU University Medical Center, Amsterdam, The Netherlands
| | | | - Judith A. F. Huirne
- Department of Obstetrics and Gynaecology, VU University Medical Center, Amsterdam, The Netherlands
| | - Frederieke G. Schaafsma
- EMGO Institute for Health and Care Research, VU University Medical Center, Amsterdam, The Netherlands
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Vitacca M, Fumagalli LP, Borghi G, Colombo F, Castelli A, Scalvini S, Masella C. Home-Based Telemanagement in Advanced COPD: Who Uses it Most? Real-Life Study in Lombardy. COPD 2016; 13:491-8. [PMID: 26765586 DOI: 10.3109/15412555.2015.1113243] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
Current evidence indicates that the benefits of tele-health may not be uniform across all patients. Therefore, to understand what specific variables influence use of home-based telemanagement in COPD, we conducted this retrospective study. A 6-month home-based telemanagement program (HTP) was offered to 1,074 COPD patients over a 4-year period. Multivarible linear regression analysis was used to identify predictors of HTP use/week (phone calls and specialist consultations) among all variables: clinical (body mass index, co-morbidities, HTP prescription not following an exacerbation, long-term oxygen therapy use, COPD severity, hospital readmissions, exacerbations and death), socio-demographic (sex, age, place of abode), smoking history, arterial blood gases (ABG), and specialist/general practitioner (GP) urgent need. Logistic regression was conducted to predict relapses/hospitalizations risk as well as the disease impact (COPD Assessment Test, CAT) at the end of the program. Presence of relapses (p < 0.001), ABGs (p < 0.001) and GP request (p < 0.001) were significantly associated with higher HTP-use. Smoking history (OR 1.542 [IC 95% 1.069-2.217], p = 0.020), specialist (OR 2.895 [2.144-3.910], p < 0.001) and GP consultations (OR 6.575 [4.521-9.561], p < 0.001) were the only independent risk factors for relapse. No predictor of hospitalization was found. High final CAT score was inversely related to oxygen therapy use (p = 0.001) and HTP prescription (p < 0.001), and positively related to presence of co-morbidities (p = 0.001) and baseline CAT (p < 0.001). This HTP in Lombardy shows that relapsers, people requiring several ABGs and urgent GP visits are the patient subgroup most likely to consume telemanagement services (scheduled and unscheduled). We propose a patient 'identikit' to improve prioritization for HTP prescriptions.
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Affiliation(s)
- Michele Vitacca
- a Salvatore Maugeri Foundation , IRCCS Institute of Care and Scientific Research , Lumezzane (Brescia) , Italy
| | - Lia Paola Fumagalli
- b Department of Management, Economics and Industrial Engineering , Politecnico di Milano , Milano , Italy
| | | | - Fausto Colombo
- d Respiratory Unit , Macchi Hospital Foundation , Varese , Italy
| | | | - Simonetta Scalvini
- a Salvatore Maugeri Foundation , IRCCS Institute of Care and Scientific Research , Lumezzane (Brescia) , Italy
| | - Cristina Masella
- b Department of Management, Economics and Industrial Engineering , Politecnico di Milano , Milano , Italy
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Towards tailored and targeted adherence assessment to optimise asthma management. NPJ Prim Care Respir Med 2015; 25:15046. [PMID: 26181850 PMCID: PMC4588030 DOI: 10.1038/npjpcrm.2015.46] [Citation(s) in RCA: 41] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2014] [Revised: 05/31/2015] [Accepted: 06/01/2015] [Indexed: 01/28/2023] Open
Abstract
In this paper, we aim to emphasise the need for a more comprehensive and tailored approach to manage the broad nature of non-adherence, to personalise current asthma management. Although currently several methods are available to measure the extent of asthma patients' adherence, the vast majority do not incorporate confirmation of the actual inhalation, dose and inhalation technique. Moreover, most current measures lack detailed information on the individual consequences of non-adherence and on when and how to take action if non-adherence is identified. Notably, one has to realise there are several forms of non-adherence (erratic non-adherence, intelligent non-adherence and unwitting non-adherence), each requiring a different approach. To improve asthma management, more accurate methods are needed that integrate measures of non-adherence, asthma disease control and patient preferences. Integrating information from the latest inhaler devices and patient-reported outcomes using mobile monitoring- and feedback systems ('mHealth') is considered a promising strategy, but requires careful implementation. Key issues to be considered before large-scale implementation include patient preferences, large heterogeneity in patient and disease characteristics, economic consequences, and long-term persistence with new digital technologies.
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Bujnowska-Fedak MM. Trends in the use of the Internet for health purposes in Poland. BMC Public Health 2015; 15:194. [PMID: 25886280 PMCID: PMC4349300 DOI: 10.1186/s12889-015-1473-3] [Citation(s) in RCA: 64] [Impact Index Per Article: 7.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2014] [Accepted: 01/27/2015] [Indexed: 11/29/2022] Open
Abstract
Background In Poland, like in other European countries and in accordance with the global trend, the number of computer users and people who have access to the Internet has increased considerably. The study investigates trends and patterns of Polish health-related Internet use over a period of seven years. The main objective of the study was to estimate the change in the proportion of the population using Internet for health purposes and to show the potential trend in perceptions and preferences of Polish citizens in this respect as well as factors affecting their use. Methods The study was based on three national surveys that were conducted in 2005, 2007, and 2012. A total of 3027 adult citizens were selected randomly from the Polish population. A sample collection was carried out by Polish opinion poll agencies by computer-assisted telephone interviews. The subjects were asked to respond to general questions about their Internet use and their Internet use for health-related purposes, as well as to express their opinions about various sources of medical information, frequency, and the need for direct communication with health professionals via the Internet and other interactive forms of online activities. Results The proportion of the Polish population that used the Internet for health-related purposes increased significantly (41.7% in 2005, 53.3% in 2007, and 66.7% in 2012). The Internet has become an important source of health information for almost half of Polish citizens, overtaking television, radio, press, and courses or lectures in the ranking list. As the medium matures, the use of interactive, health-related online services has also increased remarkably. However, while the main users of the Internet are certainly younger people, the largest growth potential has been observed among the elderly. The profile of the most likely Internet user and the citizen for whom the Internet is an important source of health information has been determined. Conclusions The Internet offers enormous opportunities, particularly for providing and improving consumer information services with regard to health care. A sharply increasing trend regarding Internet use, Internet use for health purposes, and the interactive use of the Internet related to health has been observed among Polish citizens. Electronic supplementary material The online version of this article (doi:10.1186/s12889-015-1473-3) contains supplementary material, which is available to authorized users.
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Sun N, Rau PLP. The acceptance of personal health devices among patients with chronic conditions. Int J Med Inform 2015; 84:288-97. [PMID: 25655783 DOI: 10.1016/j.ijmedinf.2015.01.002] [Citation(s) in RCA: 46] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2014] [Revised: 01/06/2015] [Accepted: 01/06/2015] [Indexed: 11/15/2022]
Abstract
BACKGROUND Personal health devices (PHDs) are rapidly developing and getting smarter. But little is known about chronic patients' acceptance of such PHDs. OBJECTIVE The objective of this study is to explore how chronic patients accept PHDs and what are the main factors that predict use intention of PHDs. The results will provide suggestions for the design of PHDs and e-health services. METHOD A questionnaire survey was conducted to identify the main factors that affect chronic patients' acceptance of PHDs. Three hundred and forty-six valid responses from chronic patients were collected and the data were analyzed using exploratory factor analysis and regression analysis method. The questionnaire also included questions about respondents' experience of PHDs and preference of PHD functions. These questions help to understand lived experience of PHD users and to explain the factors that influence their use intention. RESULT Five influencing factors that predict use intention of PHDs were identified: attitude toward technology, perceived usefulness, ease of learning and availability, social support, and perceived pressure. An acceptance model of PHDs was proposed based on these factors, and suggestions for PHD designers and e-health service designers were discussed. The exploration of PHD experience indicated that ease of learning and social norm significantly influenced PHD use intention, and many respondents expressed negative opinions on the accuracy, durability and maintenance service of PHDs. Besides, people generally expressed positive attitude toward future functions of a PHD.
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Affiliation(s)
- Na Sun
- Institute of Human Factors and Ergonomics, Department of Industrial Engineering, Tsinghua University, Beijing 100084, China
| | - Pei-Luen Patrick Rau
- Institute of Human Factors and Ergonomics, Department of Industrial Engineering, Tsinghua University, Beijing 100084, China.
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Hernandez C, Mallow J, Narsavage GL. Delivering telemedicine interventions in chronic respiratory disease. Breathe (Sheff) 2014; 10:198-212. [PMID: 26843894 PMCID: PMC4734754 DOI: 10.1183/20734735.008314] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Affiliation(s)
| | - Jennifer Mallow
- School of Nursing and West Virginia Clinical Translational Science Institute (WVCTSI), West Virginia University (WVU), Morgantown, WV, USA
| | - Georgia L. Narsavage
- Robert C. Byrd Health Sciences Center, Mary Babb Randolph Cancer Center, and WVCTSI, West Virginia University, Morgantown, WV, USA
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Bujnowska-Fedak MM, Mastalerz-Migas A. Usage of medical internet and e-health services by the elderly. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2014; 834:75-80. [PMID: 25315621 DOI: 10.1007/5584_2014_74] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
Internet and e-health services have a substantial potential to support efficient and effective care for the elderly. The aim of the study was to investigate the use of Internet for health-related purposes among Polish elderly, the frequency and reasons of use, the importance of e-health services, and factors affecting their use. A total of 242 elderly at the age of ≥60 years were selected from the Polish population by random sampling. Data collection was carried out by phone interviews in October-November 2012. The study shows that the Internet was ever used by 32% of the elderly and 1/5 claimed a regular use. Among the Internet users, 81% of older people used it to obtain information about health or illness. The Internet was one of the less important sources of information (important for 27% of respondents), face to face contact with health professionals and family and friends are still the most required source of medical information (75%). Only 7% of elderly Internet users approached the family physician, specialists, or other health professionals over the Internet. Factors that positively affected the use of Internet among elderly were male gender, younger age, higher education, living with family, mobile phone use, and a subjective assessment of one's own health as good. The doctor's provision of Internet-based services was important in the opinion of approximately 1/4 of older people. We conclude that the development of information and communications technology (ICT) tools increasingly meets the evolving needs of patients in the field of e-health. More and more elderly become beneficiaries of these services.
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Affiliation(s)
- Maria M Bujnowska-Fedak
- Department of Family Medicine, Wrocław Medical University, 1 Syrokomli St., 51-141, Wrocław, Poland,
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Bujnowska-Fedak MM, Pirogowicz I. Support for e-health services among elderly primary care patients. Telemed J E Health 2013; 20:696-704. [PMID: 24359252 DOI: 10.1089/tmj.2013.0318] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
BACKGROUND E-health has a substantial potential to improve access to as well as support efficient and effective care for the elderly. Questions remain and must be addressed, however, regarding the challenges faced by the elderly in the use of this technology. The aim of the study was to assess the attitude (needs) and preferences of the elderly in a selected region of Poland regarding selected e-health services and the factors associated with them. MATERIALS AND METHODS The study was conducted among 286 patients over 60 years of age being served by general practitioners in southwest Poland's Lower Silesia Province. The assessment pertaining to e-health was based on a specially designed questionnaire. RESULTS Nearly one-third of the study respondents had a computer at home, and 61% of these (19% of all surveyed elderly) used it. Twenty-two percent of respondents used the Internet, at least occasionally, whereas 62% used mobile phones. Approximately 41% (n=116) of the elderly had a favorable attitude toward e-health services (labeled here as supporters) and were willing to use it if/when offered an opportunity to do so. A substantial majority (84%) of supporters expressed a desire to receive simple medical recommendations via mobile phone or a computer, although significant majorities (61% and 60%, respectively) would like to receive the results of tests by e-mail or short message service reminders for scheduled visits or prescribed medications. Slightly less than half (47%) of e-health supporters would request appointments online. Among the more important factors associated with support of e-health services were urban residence, higher education, and normal cognitive function, as well as having a computer, Internet access, or a mobile phone. CONCLUSIONS The majority of elderly patients in this Polish community are not overly enthusiastic about using information and communications technology tools in their healthcare. Nevertheless, a substantial percentage (41%) among this group support selected e-health services.
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