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Marsilio M, Calcaterra V, Infante G, Pisarra M, Zuccotti G. The digital readiness of future physicians: nurturing the post-pandemic medical education. BMC Health Serv Res 2024; 24:885. [PMID: 39095757 PMCID: PMC11297791 DOI: 10.1186/s12913-024-11365-6] [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: 11/14/2023] [Accepted: 07/25/2024] [Indexed: 08/04/2024] Open
Abstract
BACKGROUND The COVID-19 pandemic has accelerated the integration of digital technologies in the healthcare sector. Telemedicine has notably emerged as a significant tool, offering a range of benefits. However, various barriers, such as healthcare professionals' insufficient technological skills and competencies, can hinder its effective implementation. Scholars have examined the readiness of future physicians, with some studies exploring their readiness before or during the COVID-19 crisis. There is, however, a noteable gap in the literature concerning the post-pandemic period. This study aims to identify gaps in current medical education programs by examining two primary aspects: (1) technical readiness (encompassing general and health-related digital competencies) and (2) behavioural readiness, which includes prior experiences and future intentions related to telemedicine education and implementation among medical students and residents. METHODS A cross-sectional study was conducted using a web-based questionnaire administered to medical students and residents at a major Northern Italian university. The survey responses were analyzed to ascertain whether their distributions varied across demographic variables such as gender and level of education. RESULTS The most commonly owned technologies were laptops and smartphones, with smartphones perceived as the easiest to use, while desktop computers presented more challenges. Approximately 38% of respondents expressed apprehension about applying digital health information in decision-making processes. There was a significant lack of both personal and academic experience, with only 16% of students and residents having used telemedicine in a university setting. Despite this, 83% of participants expressed a desire for training in telemedicine, and 81% were open to experimenting with it during their academic journey. Moreover, 76% of respondents expressed interest in incorporating telemedicine into their future clinical practice. CONCLUSIONS This study highlights the need for medical students and residents to receive specific education in digital health and telemedicine. Introducing curricula and courses in this domain is critical to addressing the challenges of digital healthcare.
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Affiliation(s)
- Marta Marsilio
- Department of Economics, Management and Quantitative Methods (DEMM), University of Milan, Milan, 20122, Italy
| | - Valeria Calcaterra
- Pediatric and Adolescent Unit, Department of Internal Medicine, University of Pavia, Pavia, 27100, Italy
- Pediatric Department, Buzzi Children's Hospital, Milan, 20154, Italy
| | - Gabriele Infante
- Department of Economics, Management and Quantitative Methods (DEMM), University of Milan, Milan, 20122, Italy
| | - Martina Pisarra
- Department of Economics, Management and Quantitative Methods (DEMM), University of Milan, Milan, 20122, Italy
| | - Gianvincenzo Zuccotti
- Pediatric Department, Buzzi Children's Hospital, Milan, 20154, Italy.
- Department of Biomedical and Clinical Sciences, University of Milan, Via GB Battista n. 74, Milano, 20157, Italy.
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Manarte L. Technology and Access to Healthcare with Different Scheduling Systems: A Scoping Review. Healthc Inform Res 2024; 30:194-205. [PMID: 39160779 PMCID: PMC11333816 DOI: 10.4258/hir.2024.30.3.194] [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: 10/14/2023] [Revised: 07/22/2024] [Accepted: 07/23/2024] [Indexed: 08/21/2024] Open
Abstract
OBJECTIVES Online consultation scheduling is increasingly common in health services across various countries. This paper reviews articles published in the past five years and reflects on the risks and benefits of this practice, linking it to a recent Portuguese pilot project. METHODS A search for articles from Web of Science and Scopus published since 2018 was conducted using the terms "online scheduling," "online booking," and "consultations." This search was completed in the last week of 2023. RESULTS Out of 64 articles retrieved, 26 were relevant to the topic. These articles were reviewed, and their main findings, along with those from other relevant sources, were discussed. CONCLUSIONS Several limitations of online consultations were identified, encompassing ethical, clinical, and economic aspects. While these consultations tend to be less expensive, their accessibility varies based on factors such as the users' age, whether they reside in rural or urban areas, and the technological capabilities of different countries, indicating that access disparities may continue to widen. Confidentiality concerns also arise, varying by medical specialty, along with issues related to payment. Overall, however, both users and health professionals view the advent of online consultation booking positively. In conclusion, despite the risks identified, online consultation booking has the potential to enhance user access to health services, provided that usage limitations and technological disparities are addressed. Research production has not kept pace with rapid technological advancements.
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Affiliation(s)
- Lucas Manarte
- Center for Research and Studies in Sociology at the University Institute of Lisbon (CIES-Iscte), Lisbon,
Portugal
- PSYLAB, Instituto de Saúde Ambiental (ISAMB), the Lisbon School of Medicine, University of Lisbon (FMUL), Lisbon,
Portugal
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Quan Y, Zhang M, Ji H, Cheng R. Enhancing neurosurgical navigation operation flow management through personal digital assistant technology: a prospective cohort study. Front Public Health 2024; 12:1408378. [PMID: 38883191 PMCID: PMC11176461 DOI: 10.3389/fpubh.2024.1408378] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2024] [Accepted: 05/16/2024] [Indexed: 06/18/2024] Open
Abstract
Purpose This prospective cohort study aims to evaluate the impact of digital health technology especially Personal Digital Assistants (PDA) in neurosurgical procedure management, focusing on surgical safety check accuracy, efficiency, and patient satisfaction. Methods The study included 211 neurosurgical cases from January to December 2022. The control group of 106 patients followed traditional verification methods, while the experimental group of 105 patients used PDA. The PDA system facilitated real-time data collection, verification, and transmission. The study compared both groups in terms of check times, accuracy rates, and patient satisfaction, and used multivariate regression to assess the impact of baseline parameters on these outcomes. Results The study found that the experimental group using the PDA system reduced the average verification time by approximately 8 min, achieving 100.0% accuracy in preoperative and postoperative checks, significantly better than the control group (91.5% pre- and post-operation). Multivariate regression confirmed a 48.1% reduction in postoperative verification time due to the PDA system (p < 0.001), with the model showing high explanatory power (R2 = 0.911). Other examined factors, including patient age and nurse experience, had no significant effects. Similarly, the PDA's introduction markedly improved verification accuracy, with no significant impact from other variables (p = 0.010). Conclusion The application of the PDA system in neurosurgical operations significantly enhanced the accuracy and efficiency of surgical safety checks, reduced nursing errors, optimized nursing workflows, and improved patient satisfaction. These results provide valuable insights for the application of PDA technology in high-risk medical fields, demonstrating potential of digital health tools in enhancing surgical safety and efficiency.
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Affiliation(s)
- YaQin Quan
- Department of Anesthesiology Surgery, Shanxi Provincial People's Hospital, Taiyuan, Shanxi, China
| | - ManHong Zhang
- Department of Anesthesiology Surgery, Shanxi Provincial People's Hospital, Taiyuan, Shanxi, China
| | - HongMing Ji
- Department of Neurosurgery, Shanxi Provincial People's Hospital, Taiyuan, Shanxi, China
| | - Rui Cheng
- Department of Neurosurgery, Shanxi Provincial People's Hospital, Taiyuan, Shanxi, China
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Siech C, Knipper S, Bellut L, Herlemann A, Müller K, Pompe R, Walach TM, Wiemer L, Welte MN, Weinberger S, Greiser EM, Schönburg S. [Factors influencing job satisfaction of female urologists-results of a survey by the German Society of Urology (DGU)]. UROLOGIE (HEIDELBERG, GERMANY) 2023; 62:1302-1308. [PMID: 37589741 DOI: 10.1007/s00120-023-02164-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 07/10/2023] [Indexed: 08/18/2023]
Abstract
INTRODUCTION Job satisfaction is a valuable good. However, literature on job satisfaction of female and male physicians, especially in the field of urology, is scarce. Therefore, the aim of this study was to evaluate job satisfaction among female members of the German Society of Urology (DGU). MATERIALS AND METHODS An online questionnaire was sent to 1343 female members of the DGU in Germany, Austria, and Switzerland. The responses of 521 female physicians were statistically analyzed regarding baseline characteristics and in relation to job satisfaction and satisfaction with the choice of specialty. RESULTS The median age of the participants was 37 (IQR 33; 45) years. While 91% of the respondents were rather or very satisfied with their choice of specialty-urology-only about 54% of the female urologists were satisfied with their job situation. Of the female urologists satisfied (vs. not satisfied) with their professional situation, 95% (vs. 87%) were also satisfied with their choice of urology as their specialty. Satisfaction with the working time model (odds ratio [OR] 9.61) and feeling unequal treatment (OR: 0.18) were independent predictors of satisfaction with the professional situation. CONCLUSION Considering the increasing proportion of women in the health sector, it is important to identify factors influencing decisions on career and choice of specialty as well as career progression. Achieving career goals, increasing satisfaction with the working time model, and reducing unequal treatment or discrimination are central arguments for sustainably increasing the job satisfaction of female urologists.
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Affiliation(s)
- Carolin Siech
- Klinik für Urologie, Universitätsklinikum, Goethe-Universität Frankfurt, Theodor-Stern-Kai 7, 60590, Frankfurt am Main, Deutschland.
| | - Sophie Knipper
- Martini-Klinik Prostatakarzinom Zentrum, Universitätsklinikum Hamburg-Eppendorf, Hamburg, Deutschland
| | - Laura Bellut
- Klinik für Urologie und Kinderurologie, Universitätsklinikum Erlangen, Erlangen, Deutschland
| | - Annika Herlemann
- Klinik für Urologie, Campus Großhadern, LMU München, München, Deutschland
| | - Karina Müller
- Klinik für Urologie, Klinikum Bremen Mitte, Bremen, Deutschland
| | - Raisa Pompe
- Klinik für Urologie, Klinikum Herford, Herford, Deutschland
| | - Teresa Margarete Walach
- Klinik für Urologie und Urochirurgie, Universitätsmedizin Mannheim (UMM), Mannheim, Deutschland
| | - Laura Wiemer
- Pro Uro Berlin, Berlin, Deutschland
- Klinik für Urologie, Charité - Universitätsmedizin Berlin, Berlin, Deutschland
| | - Maria-Noemi Welte
- Klinik für Urologie, Universitätsklinikum, Goethe-Universität Frankfurt, Theodor-Stern-Kai 7, 60590, Frankfurt am Main, Deutschland
| | - Sarah Weinberger
- Klinik für Urologie, Charité - Universitätsmedizin Berlin, Berlin, Deutschland
| | - Eva Maria Greiser
- Klinik für Urologie, Klinikum Rheine Mathias-Spital, Rheine, Deutschland
| | - Sandra Schönburg
- Klinik und Poliklinik für Urologie und Nierentransplantation, Martin-Luther-Universität, Halle (Saale), Deutschland
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Arias López MDP, Ong BA, Borrat Frigola X, Fernández AL, Hicklent RS, Obeles AJT, Rocimo AM, Celi LA. Digital literacy as a new determinant of health: A scoping review. PLOS DIGITAL HEALTH 2023; 2:e0000279. [PMID: 37824584 PMCID: PMC10569540 DOI: 10.1371/journal.pdig.0000279] [Citation(s) in RCA: 17] [Impact Index Per Article: 17.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/20/2022] [Accepted: 05/19/2023] [Indexed: 10/14/2023]
Abstract
INTRODUCTION Harnessing new digital technologies can improve access to health care but can also widen the health divide for those with poor digital literacy. This scoping review aims to assess the current situation of low digital health literacy in terms of its definition, reach, impact on health and interventions for its mitigation. METHODS A comprehensive literature search strategy was composed by a qualified medical librarian. Literature databases [Medline (Ovid), Embase (Ovid), Scopus, and Google Scholar] were queried using appropriate natural language and controlled vocabulary terms along with hand-searching and citation chaining. We focused on recent and highly cited references published in English. Reviews were excluded. This scoping review was conducted following the methodological framework of Arksey and O'Malley. RESULTS A total of 268 articles were identified (263 from the initial search and 5 more added from the references of the original papers), 53 of which were finally selected for full text analysis. Digital health literacy is the most frequently used descriptor to refer to the ability to find and use health information with the goal of addressing or solving a health problem using technology. The most utilized tool to assess digital health literacy is the eHealth literacy scale (eHEALS), a self-reported measurement tool that evaluates six core dimensions and is available in various languages. Individuals with higher digital health literacy scores have better self-management and participation in their own medical decisions, mental and psychological state and quality of life. Effective interventions addressing poor digital health literacy included education/training and social support. CONCLUSIONS Although there is interest in the study and impact of poor digital health literacy, there is still a long way to go to improve measurement tools and find effective interventions to reduce the digital health divide.
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Affiliation(s)
- Maria del Pilar Arias López
- Intermediate Care Unit. Hospital de Niños Ricardo Gutierrez Buenos Aires, Argentina
- Argentine Society of Intensive Care. Management, Quality and Data Committee Buenos Aires, Argentina
| | - Bradley A. Ong
- Department of Neurology, Neurological Institute, Cleveland Clinic, Cleveland, Ohio, United States of America
| | - Xavier Borrat Frigola
- Department of Anesthesiology and Intensive Care. Hospital Clínic de Barcelona, Barcelona, Spain
- Laboratory for Computational Physiology, Institute for Medical Engineering and Science, Massachusetts Institute of Technology, Boston, Massachusetts United States of America
| | - Ariel L. Fernández
- Argentine Society of Intensive Care. Management, Quality and Data Committee Buenos Aires, Argentina
| | - Rachel S. Hicklent
- Research Medical Library, University of Texas MD Anderson Cancer Center, Houston, Texas United States of America
| | | | - Aubrey M. Rocimo
- College of Medicine, University of the Philippines Manila Manila, Philippines
| | - Leo A. Celi
- Laboratory for Computational Physiology, Institute for Medical Engineering and Science, Massachusetts Institute of Technology, Boston, Massachusetts United States of America
- Division of Pulmonary, Critical Care and Pain Medicine, Beth Israel Deaconess Medical Center, Boston, Massachusetts, United States of America
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Sarik DA, Matsuda Y, Terrell EA, Sotolongo E, Hernandez M, Tena F, Lee J. A telehealth nursing intervention to improve the transition from the neonatal intensive care unit to home for infants & caregivers: Preliminary evaluation. J Pediatr Nurs 2022; 67:139-147. [PMID: 36116347 DOI: 10.1016/j.pedn.2022.09.003] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/15/2022] [Revised: 08/26/2022] [Accepted: 09/01/2022] [Indexed: 10/31/2022]
Abstract
PURPOSE The purpose of this nurse-led telehealth intervention was to support caregivers and infants during the difficult period of transition from the neonatal intensive care unit (NICU) to home. METHODS The Baby Steps project was designed using quality improvement methodology, and was implemented in April 2020 at a stand-alone pediatric institution in South Florida. Using a nurse-led telehealth model, follow-up nursing care was provided in the home setting for two weeks after discharge. Any infant cared for in the NICU and discharged to a home setting in the state of Florida was eligible for services. Encounters included assessment, anticipatory guidance, connection with community resources, and general support. Caregiver satisfaction, unplanned emergency care use, and 30-day readmissions were assessed. RESULTS Within the first 18 months of the program, a total of 378 infants were enrolled, and 74.6% received follow-up services in the home setting (n = 282). Caregivers reported high satisfaction with the program (100% strongly agree or agree). There was a 46% decrease in 30-day readmissions from baseline rates, and a substantial decrease in use of emergency care services within a month of discharge as compared to infants discharged during the same time period who did not receive services (30.9% vs.13.8%). DISCUSSION This nurse-led intervention was found to be a feasible and highly satisfactory approach to improve NICU patient outcomes and support caregivers during transition from hospital to home. PRACTICE IMPLICATIONS Nurses can provide post-discharge telehealth support, which not only improves caregiver satisfaction but also decreases readmissions and emergency care use among NICU patients.
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Affiliation(s)
| | - Yui Matsuda
- University of Miami School of Nursing and Health Studies, Coral Gables, FL, United States of America
| | | | | | - Melody Hernandez
- Nicklaus Children's Hospital, Miami, FL, United States of America
| | - Flor Tena
- Nicklaus Children's Hospital, Miami, FL, United States of America
| | - Jiye Lee
- University of Miami School of Nursing and Health Studies, Coral Gables, FL, United States of America
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Mohr W, Rädke A, Afi A, Mühlichen F, Platen M, Michalowsky B, Hoffmann W. Development of a Quantitative Instrument to Elicit Patient Preferences for Person-Centered Dementia Care Stage 1: A Formative Qualitative Study to Identify Patient Relevant Criteria for Experimental Design of an Analytic Hierarchy Process. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:7629. [PMID: 35805286 PMCID: PMC9266267 DOI: 10.3390/ijerph19137629] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/17/2022] [Revised: 06/15/2022] [Accepted: 06/17/2022] [Indexed: 01/19/2023]
Abstract
Background: Person-centered care (PCC) requires knowledge about patient preferences. This formative qualitative study aimed to identify (sub)criteria of PCC for the design of a quantitative, choice-based instrument to elicit patient preferences for person-centered dementia care. Method: Interviews were conducted with n = 2 dementia care managers, n = 10 People living with Dementia (PlwD), and n = 3 caregivers (CGs), which followed a semi-structured interview guide including a card game with PCC criteria identified from the literature. Criteria cards were shown to explore the PlwD's conception. PlwD were asked to rank the cards to identify patient-relevant criteria of PCC. Audios were verbatim-transcribed and analyzed with qualitative content analysis. Card game results were coded on a 10-point-scale, and sums and means for criteria were calculated. Results: Six criteria with two sub-criteria emerged from the analysis; social relationships (indirect contact, direct contact), cognitive training (passive, active), organization of care (decentralized structures and no shared decision making, centralized structures and shared decision making), assistance with daily activities (professional, family member), characteristics of care professionals (empathy, education and work experience) and physical activities (alone, group). Dementia-sensitive wording and balance between comprehensibility vs. completeness of the (sub)criteria emerged as additional themes. Conclusions: Our formative study provides initial data about patient-relevant criteria of PCC to design a quantitative patient preference instrument. Future research may want to consider the balance between (sub)criteria comprehensibility vs. completeness.
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Affiliation(s)
- Wiebke Mohr
- German Center for Neurodegenerative Diseases e.V. (DZNE), Site Rostock/Greifswald, Ellernholzstrasse 1-2, D-17487 Greifswald, Germany; (A.R.); (A.A.); (F.M.); (M.P.); (B.M.); (W.H.)
| | - Anika Rädke
- German Center for Neurodegenerative Diseases e.V. (DZNE), Site Rostock/Greifswald, Ellernholzstrasse 1-2, D-17487 Greifswald, Germany; (A.R.); (A.A.); (F.M.); (M.P.); (B.M.); (W.H.)
| | - Adel Afi
- German Center for Neurodegenerative Diseases e.V. (DZNE), Site Rostock/Greifswald, Ellernholzstrasse 1-2, D-17487 Greifswald, Germany; (A.R.); (A.A.); (F.M.); (M.P.); (B.M.); (W.H.)
| | - Franka Mühlichen
- German Center for Neurodegenerative Diseases e.V. (DZNE), Site Rostock/Greifswald, Ellernholzstrasse 1-2, D-17487 Greifswald, Germany; (A.R.); (A.A.); (F.M.); (M.P.); (B.M.); (W.H.)
| | - Moritz Platen
- German Center for Neurodegenerative Diseases e.V. (DZNE), Site Rostock/Greifswald, Ellernholzstrasse 1-2, D-17487 Greifswald, Germany; (A.R.); (A.A.); (F.M.); (M.P.); (B.M.); (W.H.)
| | - Bernhard Michalowsky
- German Center for Neurodegenerative Diseases e.V. (DZNE), Site Rostock/Greifswald, Ellernholzstrasse 1-2, D-17487 Greifswald, Germany; (A.R.); (A.A.); (F.M.); (M.P.); (B.M.); (W.H.)
| | - Wolfgang Hoffmann
- German Center for Neurodegenerative Diseases e.V. (DZNE), Site Rostock/Greifswald, Ellernholzstrasse 1-2, D-17487 Greifswald, Germany; (A.R.); (A.A.); (F.M.); (M.P.); (B.M.); (W.H.)
- Institute for Community Medicine, Section Epidemiology of Health Care and Community Health, University Medicine Greifswald, Ellernholzstrasse 1-2, D-17487 Greifswald, Germany
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The Association between mHealth App Use and Healthcare Satisfaction among Clients at Outpatient Clinics: A Cross-Sectional Study in Inner Mongolia, China. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:ijerph19116916. [PMID: 35682498 PMCID: PMC9180655 DOI: 10.3390/ijerph19116916] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/12/2022] [Revised: 05/31/2022] [Accepted: 06/02/2022] [Indexed: 01/27/2023]
Abstract
Mobile health (mHealth) applications (apps) have been developed in hospital settings to allocate and manage medical care services, which is one of the national strategies to improve health care in China. Little is known about the comprehensive effects of hospital-based mHealth app use on client satisfaction. The aim of this study was to determine the relationship between the full range of mHealth app use and satisfaction domains among clients attending outpatient clinics. A cross-sectional survey was conducted from January to February 2021 in twelve tertiary hospitals in Inner Mongolia. After the construction of the mHealth app use, structural equation modeling was used for data analysis. Of 1889 participants, the standardized coefficients β on environment/convenience, health information, and medical service fees were 0.11 (p < 0.001), 0.06 (p = 0.039), and 0.08 (p = 0.004), respectively. However, app use was not significantly associated with satisfaction of doctor−patient communication (β = 0.05, p = 0.069), short-term outcomes (β = 0.05, p = 0.054), and general satisfaction (β = 0.02, p = 0.429). Clients of the study hospitals were satisfied with the services, but their satisfaction was not much associated with mHealth use. The limitation of the mHealth system should be improved to enhance communication and engagement among clients, doctors, and healthcare givers, as well as to pay more attention to health outcomes and satisfaction of clients.
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Cao L, Chongsuvivatwong V, McNeil EB. Socio-demographic digital divide in mHealth app use among clients at outpatient departments in Inner Mongolia, China: a cross-sectional study (Preprint). JMIR Hum Factors 2022; 9:e36962. [PMID: 35587367 PMCID: PMC9164102 DOI: 10.2196/36962] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2022] [Revised: 03/20/2022] [Accepted: 04/22/2022] [Indexed: 11/30/2022] Open
Abstract
Background Mobile health (mHealth) apps have become part of the infrastructure for access to health care in hospitals, especially during the COVID-19 pandemic. However, little is known about the effects of sociodemographic characteristics on the digital divide regarding the use of hospital-based mHealth apps and their benefits to patients and caregivers. Objective The aim of this study was to document the cascade of potential influences from digital access to digital use and then to mHealth use, as well as the potential influence of sociodemographic variables on elements of the cascade. Methods A cross-sectional survey was conducted from January to February 2021 among adult clients at outpatient departments in 12 tertiary hospitals of Inner Mongolia, China. Structural equation modeling was conducted after the construct comprising digital access, digital use, and mHealth use was validated. Results Of 2115 participants, the β coefficients (95% CI) of potential influence of digital access on digital use, and potential influence of digital use on mHealth use, were 0.28 (95% CI 0.22-0.34) and 0.51 (95% CI 0.38-0.64), respectively. Older adults were disadvantaged with regard to mHealth access and use (β=–0.38 and β=–0.41), as were less educated subgroups (β=–0.24 and β=–0.27), and these two factors had nonsignificant direct effects on mHealth use. Conclusions To overcome the mHealth use divide, it is important to improve digital access and digital use among older adults and less educated groups.
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Affiliation(s)
- Li Cao
- Information Technology Department, Inner Mongolia Medical University, Hohhot, China
- Department of Epidemiology, Faculty of Medicine, Prince of Songkla University, Songkhla, Thailand
| | | | - Edward B McNeil
- Department of Epidemiology, Faculty of Medicine, Prince of Songkla University, Songkhla, Thailand
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Bruder-Hofstetter M. Digitalisierung im Gesundheitswesen – wo steht die Physiotherapie heute? PHYSIOSCIENCE 2021. [DOI: 10.1055/a-1623-6016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
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