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Färber A, Schwabe C, Stalder PH, Dolata M, Schwabe G. Physicians' and Patients' Expectations From Digital Agents for Consultations: Interview Study Among Physicians and Patients. JMIR Hum Factors 2024; 11:e49647. [PMID: 38498022 PMCID: PMC10985611 DOI: 10.2196/49647] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2023] [Revised: 12/09/2023] [Accepted: 01/15/2024] [Indexed: 03/19/2024] Open
Abstract
BACKGROUND Physicians are currently overwhelmed by administrative tasks and spend very little time in consultations with patients, which hampers health literacy, shared decision-making, and treatment adherence. OBJECTIVE This study aims to examine whether digital agents constructed using fast-evolving generative artificial intelligence, such as ChatGPT, have the potential to improve consultations, adherence to treatment, and health literacy. We interviewed patients and physicians to obtain their opinions about 3 digital agents-a silent digital expert, a communicative digital expert, and a digital companion (DC). METHODS We conducted in-depth interviews with 25 patients and 22 physicians from a purposeful sample, with the patients having a wide age range and coming from different educational backgrounds and the physicians having different medical specialties. Transcripts of the interviews were deductively coded using MAXQDA (VERBI Software GmbH) and then summarized according to code and interview before being clustered for interpretation. RESULTS Statements from patients and physicians were categorized according to three consultation phases: (1) silent and communicative digital experts that are part of the consultation, (2) digital experts that hand over to a DC, and (3) DCs that support patients in the period between consultations. Overall, patients and physicians were open to these forms of digital support but had reservations about all 3 agents. CONCLUSIONS Ultimately, we derived 9 requirements for designing digital agents to support consultations, treatment adherence, and health literacy based on the literature and our qualitative findings.
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Affiliation(s)
- Andri Färber
- ZHAW School of Management and Law, Zurich University of Applied Sciences, Winterthur, Switzerland
- Department of Informatics, University of Zurich, Zurich, Switzerland
| | | | - Philipp H Stalder
- ZHAW School of Management and Law, Zurich University of Applied Sciences, Winterthur, Switzerland
| | - Mateusz Dolata
- Department of Informatics, University of Zurich, Zurich, Switzerland
| | - Gerhard Schwabe
- Department of Informatics, University of Zurich, Zurich, Switzerland
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Ntovoli A, Anifanti M, Koukouvou G, Mitropoulos A, Kouidi E, Alexandris K. The Attitudes of Patients with Cardiovascular Diseases towards Online Exercise with the Mobile Monitoring of Their Health-Related Vital Signs. Sports (Basel) 2024; 12:47. [PMID: 38393267 PMCID: PMC10892020 DOI: 10.3390/sports12020047] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2023] [Revised: 01/16/2024] [Accepted: 01/26/2024] [Indexed: 02/25/2024] Open
Abstract
The health care cost of cardiovascular diseases (CVD) in the EU is estimated to be today over 282 billion euros. It is well documented today that exercise training is one of the main strategies for secondary disease prevention and the follow-up integration of these patients. This study aimed to examine patients' attitudes towards online exercise with mobile monitoring of their vital signs. More specifically, the research objectives were as follows: (a) to examine patients' attitudes and expectations of online exercise, (b) cluster patients in high- and low-attitude groups and examine their intention to participate in online exercise, and (c) to examine age and gender differences in terms of their intention to exercise online. The final goal of this project was to develop a real application that could be of use to patients and professionals. Data were collected from fifty patients in the city of Thessaloniki, Greece. The results revealed that most patients were positive about exercising online if the programs were perceived as fun and, especially, safe. The use of an online monitoring application with the distant supervision of health professionals could both motivate them and strengthen their feeling of safety.
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Affiliation(s)
- Apostolia Ntovoli
- Department of Physical Education, Sports Sciences Frederick University, Nicosia 3080, Cyprus
| | - Maria Anifanti
- Laboratory of Sport Medicine, Department of Physical Education and Sport Science, Aristotle University of Thessaloniki, 57000 Thermi, Greece (E.K.); (K.A.)
| | - Georgia Koukouvou
- Laboratory of Sport Medicine, Department of Physical Education and Sport Science, Aristotle University of Thessaloniki, 57000 Thermi, Greece (E.K.); (K.A.)
| | - Alexandros Mitropoulos
- Laboratory of Sport Medicine, Department of Physical Education and Sport Science, Aristotle University of Thessaloniki, 57000 Thermi, Greece (E.K.); (K.A.)
| | - Evangelia Kouidi
- Laboratory of Sport Medicine, Department of Physical Education and Sport Science, Aristotle University of Thessaloniki, 57000 Thermi, Greece (E.K.); (K.A.)
| | - Kostas Alexandris
- Laboratory of Sport Medicine, Department of Physical Education and Sport Science, Aristotle University of Thessaloniki, 57000 Thermi, Greece (E.K.); (K.A.)
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Gkintoni E, Vantaraki F, Skoulidi C, Anastassopoulos P, Vantarakis A. Promoting Physical and Mental Health among Children and Adolescents via Gamification-A Conceptual Systematic Review. Behav Sci (Basel) 2024; 14:102. [PMID: 38392455 PMCID: PMC10886329 DOI: 10.3390/bs14020102] [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: 11/04/2023] [Revised: 01/08/2024] [Accepted: 01/15/2024] [Indexed: 02/24/2024] Open
Abstract
The rapid growth in digital technology usage among children and adolescents has highlighted the need for novel approaches to promote their physical and mental health. This paper investigates the viability of gamification-the application of game mechanics to non-gaming contexts-as a potent instrument for health promotion and mental health support. This conceptual systematic review seeks to examine the various published articles promoting children and adolescents' physical and mental health through gamified techniques. These interventions can provide an interactive and engaging platform for encouraging physical activity, promoting healthy nutrition, enhancing emotional regulation, and promoting mental health. The significance of this topic stems from the pervasive use of electronic games, beginning at a young age, which makes them popular educational tools. For the review to be systematic and reproducible, the PsycINFO, Scopus, PubMed, and Elsevier databases were searched and the PRISMA method was utilized for the analysis. After analyzing the research data, empirical studies assessing the use of gamification in promoting adolescents' physical and mental health are discussed. In conclusion, gamification has demonstrated promise for promoting children's and adolescents' physical and mental health. It improves motivation, commitment, and adherence to healthy behaviors. However, additional research is required to evaluate gamification interventions' long-term effectiveness and sustainability in promoting health behaviors among this population.
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Affiliation(s)
- Evgenia Gkintoni
- Lab of Public Health, Department of Medicine, University of Patras, 26504 Rio, Greece
| | - Fedra Vantaraki
- Lab of Public Health, Department of Medicine, University of Patras, 26504 Rio, Greece
| | | | | | - Apostolos Vantarakis
- Lab of Public Health, Department of Medicine, University of Patras, 26504 Rio, Greece
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Kreyenschulte T, Bohnet-Joschko S. [Transparency and Efficiency through Digital Healthcare? Results of a Survey of Generation Y]. DAS GESUNDHEITSWESEN 2024; 86:49-58. [PMID: 38242109 DOI: 10.1055/a-2202-3289] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2024]
Abstract
BACKGROUND Generation Y represents a special target group in healthcare. Young, healthy and digitally socialized with integration of technologies into everyday life, they have specific needs. In the context of societal challenges such as demographic change and securing a skilled workforce, taking these needs into account, especially for maintaining health, should be the goal of public health as well as specific actors such as health insurers and employers. AIM OF THE WORK The research was intended to test and deepen the findings of two previous stages of work, specifically a qualitative survey. In this way, two research questions were to be answered: I: the importance of transparency and efficiency in the use of digital health innovations by Generation Y and II: the influence of socio-demographic and technology-associated factors on the use of digital health innovations by Generation Y in addition to the needs. MATERIAL AND METHODS As a conclusion of a sequential approach, assessments of transparency- and efficiency-associated needs in context of the use of digital health innovations of persons from Generation Y were collected in a quantitative online survey. 355 fully completed data sets were analyzed using SPSS software. An ordinal regression analysis was used to test the influence of predictors from six previously formulated hypotheses. RESULTS The study was able to describe influences of the constructs transparency and efficiency on the use of apps and smart devices. The need for a sense of control had a significantly negative effect, while the need for structuring and seamless integration into everyday life had a significantly positive effect. Gender and technology readiness also had an impact. According to the data analysis, efficiency and thus a concrete everyday benefit from digital health innovations seems to be more relevant for Generation Y than autonomous empowerment and thus transparency. CONCLUSION By taking into account the needs described as well as corresponding preferences, the target group could be addressed and usage could potentially be increased. Prevention and health promotion, as well as their organization, should be able to be incorporated into everyday life at a low threshold, and everyday life should be positively supplemented and efficiently supported.
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Affiliation(s)
- Thea Kreyenschulte
- Lehrstuhl für Management und Innovation im Gesundheitswesen, Universität Witten/Herdecke, Witten, Germany
| | - Sabine Bohnet-Joschko
- Lehrstuhl für Management und Innovation im Gesundheitswesen, Universität Witten/Herdecke, Witten, Germany
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Guest PC, Vasilevska V, Al-Hamadi A, Eder J, Falkai P, Steiner J. Digital technology and mental health during the COVID-19 pandemic: a narrative review with a focus on depression, anxiety, stress, and trauma. Front Psychiatry 2023; 14:1227426. [PMID: 38188049 PMCID: PMC10766703 DOI: 10.3389/fpsyt.2023.1227426] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/26/2023] [Accepted: 12/11/2023] [Indexed: 01/09/2024] Open
Abstract
The sudden appearance and devastating effects of the COVID-19 pandemic resulted in the need for multiple adaptive changes in societies, business operations and healthcare systems across the world. This review describes the development and increased use of digital technologies such as chat bots, electronic diaries, online questionnaires and even video gameplay to maintain effective treatment standards for individuals with mental health conditions such as depression, anxiety and post-traumatic stress syndrome. We describe how these approaches have been applied to help meet the challenges of the pandemic in delivering mental healthcare solutions. The main focus of this narrative review is on describing how these digital platforms have been used in diagnostics, patient monitoring and as a treatment option for the general public, as well as for frontline medical staff suffering with mental health issues.
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Affiliation(s)
- Paul C. Guest
- Department of Psychiatry, Otto-von-Guericke-University Magdeburg, Magdeburg, Germany
- Laboratory of Translational Psychiatry, Otto-von-Guericke-University Magdeburg, Magdeburg, Germany
- Laboratory of Neuroproteomics, Department of Biochemistry and Tissue Biology, Institute of Biology University of Campinas (UNICAMP), Campinas, Brazil
| | - Veronika Vasilevska
- Department of Psychiatry, Otto-von-Guericke-University Magdeburg, Magdeburg, Germany
- Laboratory of Translational Psychiatry, Otto-von-Guericke-University Magdeburg, Magdeburg, Germany
| | - Ayoub Al-Hamadi
- Department of Neuro-Information Technology, Institute for Information Technology and Communications Otto-von-Guericke University Magdeburg, Magdeburg, Germany
| | - Julia Eder
- Department of Psychiatry and Psychotherapy, University Hospital Ludwig-Maximilians-University Munich, Munich, Germany
| | - Peter Falkai
- Department of Psychiatry and Psychotherapy, University Hospital Ludwig-Maximilians-University Munich, Munich, Germany
| | - Johann Steiner
- Department of Psychiatry, Otto-von-Guericke-University Magdeburg, Magdeburg, Germany
- Laboratory of Translational Psychiatry, Otto-von-Guericke-University Magdeburg, Magdeburg, Germany
- Center for Health and Medical Prevention (CHaMP), Magdeburg, Germany
- German Center for Mental Health (DZPG), Center for Intervention and Research on Adaptive and Maladaptive Brain Circuits Underlying Mental Health (C-I-R-C), Halle-Jena-Magdeburg, Magdeburg, Germany
- Center for Behavioral Brain Sciences (CBBS), Magdeburg, Germany
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Heidel A, Hagist C, Spinler S, Schoeneberger M. Removing Dust From the German Health Care System by Introducing Health Apps Into Standard Care: Semistructured Interview Study. JMIR Hum Factors 2023; 10:e42186. [PMID: 37140980 DOI: 10.2196/42186] [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: 08/25/2022] [Revised: 02/20/2023] [Accepted: 04/13/2023] [Indexed: 05/05/2023] Open
Abstract
BACKGROUND In 2019, Germany launched the Digital Healthcare Act. The reform enables physicians to prescribe health apps as treatments to their statutory-insured patients. OBJECTIVE We aimed to determine the extent to which the integration of health apps into standard care could be considered beneficial and which aspects of the regulation could still be improved. METHODS We conducted a semistructured interview study with 23 stakeholders in Germany and analyzed them thematically. We used descriptive coding for the first-order codes and pattern coding for the second-order codes. RESULTS We created 79 first-order codes and 9 second-order codes following the interview study. Most stakeholders argued that the option of prescribing health apps could improve treatment quality. CONCLUSIONS The inclusion of health apps into German standard care could improve the quality of treatment by expanding treatment portfolios. The educational elements of the apps might additionally lead to more patient emancipation through a better understanding of personal conditions. Location and time flexibility are the biggest advantages of the new technologies, but they also raise the most significant concerns for stakeholders because app use requires personal initiative and self-motivation. Overall, stakeholders agree that the Digital Healthcare Act has the potential to remove dust from the German health care system.
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Affiliation(s)
| | | | - Stefan Spinler
- WHU - Otto Beisheim School of Management, Vallendar, Germany
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Zhou R, Gu Y, Zhang B, Kong T, Zhang W, Li J, Shi J. Digital Therapeutics: Emerging New Therapy for Nonalcoholic Fatty Liver Disease. Clin Transl Gastroenterol 2023; 14:e00575. [PMID: 36854062 PMCID: PMC10132718 DOI: 10.14309/ctg.0000000000000575] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/18/2022] [Accepted: 02/09/2023] [Indexed: 03/02/2023] Open
Abstract
The increased prevalence of nonalcoholic fatty liver disease (NAFLD) worldwide is particularly worrisome, as no medication has been approved to treat the disease. Lifestyle modifications aimed at promoting weight loss and weight maintenance remain the current first-line treatment for NAFLD. However, due to the lack of standard and scientific guidance and out-of-hospital supervision, long-term outcomes of lifestyle interventions for patients with NAFLD are often unsatisfactory. In addition, the COVID-19 pandemic aggravated this dilemma. At the same time, digital therapeutics (DTx) are expected to be a new method for the convenient management and treatment of patients with NAFLD and are attracting a great deal of attention. DTx, which provide evidence-based medicine through software programs for remote intervention in preventing, treating, or managing diseases, overcome the drawbacks of traditional treatment. The efficacy of the approach has already been demonstrated for some chronic diseases, but DTx have not been fully developed for NAFLD. This study reviews the concepts, clinical value, and practical applications related to DTx, with an emphasis on recommendations based on unmet needs for NAFLD. A better understanding of the current state will help clinicians and researchers develop high-quality, standardized, and efficient DTx products, with the aim of optimizing the prognosis of patients with NAFLD.
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Affiliation(s)
- Run Zhou
- College of Nursing, Hangzhou Normal University, Zhejiang, China;
| | - Yunpeng Gu
- School of Public Health, Hangzhou Normal University, Zhejiang, China;
| | - Binbin Zhang
- Department of Translational Medicine Platform, The Affiliated Hospital of Hangzhou Normal University, Zhejiang, China;
- Zhejiang University of Traditional Chinese Medicine, Zhejiang, China;
| | - Tingting Kong
- College of Nursing, Hangzhou Normal University, Zhejiang, China;
| | - Wei Zhang
- School of Public Health, Hangzhou Normal University, Zhejiang, China;
| | - Jie Li
- Department of Infectious Diseases, Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, Jiangsu, China;
- Institute of Viruses and Infectious Diseases, Nanjing University, Jiangsu, China;
| | - Junping Shi
- College of Clinical Medicine, Hangzhou Normal University, Zhejiang, China;
- The Department of Hepatology, the Affiliated Hospital & Institute of Hepatology and Metabolic Disease, Hangzhou Normal University, Zhejiang, China
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The Mobile Patient Information Assistant (PIA) App during the Inpatient Surgical Hospital Stay: Evaluation of Usability and Patient Approval. Healthcare (Basel) 2023; 11:healthcare11050682. [PMID: 36900686 PMCID: PMC10000762 DOI: 10.3390/healthcare11050682] [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: 12/26/2022] [Revised: 02/14/2023] [Accepted: 02/21/2023] [Indexed: 03/03/2023] Open
Abstract
Mobile eHealth apps are becoming increasingly important tools in healthcare management, capable of providing education and support at any time. There is little knowledge about surgical patients' appreciation and use of these apps. The objective of this study was to develop and evaluate a user-friendly medical app (PIA; Patient Information Assistant) for providing individual patient information before and after inpatient urological surgery. Twenty-two patients aged 35 to 75 years were provided with timely information, push notifications, and personalized agendas (e.g., date of presentation, time of surgery, time of doctor's consultation, imaging appointment) via the PIA app. Of the 22 patients, 19 evaluated the PIA app in terms of usage and usability, benefits, and potential for improvement. Of the study participants, 95% did not need any assistance to use the app, 74% confirmed that the PIA app made them feel better informed and more satisfied with their hospital stay, and 89% stated that they would like to re-use the PIA app and support the general use of medical apps in healthcare. Thus, we created an innovative digital health information tool, allowing targeted support for doctor-nurse-patient communication and offering great potential for patient support before and after surgery. Our study revealed that use of an app during the surgical hospital stay is readily accepted and benefits patients by acting as an additional informative tool.
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van der Windt M, van Zundert SKM, Schoenmakers S, van Rossem L, Steegers-Theunissen RPM. Prototyping of a Digital Life Course Care Platform for Preconception and Pregnancy Care: Pilot Feasibility and Acceptability Study. J Med Internet Res 2023; 25:e37537. [PMID: 36662557 PMCID: PMC9898832 DOI: 10.2196/37537] [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: 02/24/2022] [Revised: 11/03/2022] [Accepted: 12/18/2022] [Indexed: 01/21/2023] Open
Abstract
BACKGROUND A healthy lifestyle plays a key role in the prevention of lifestyle-related diseases, including subfertility and pregnancy complications. Although the benefits of a healthy lifestyle are well-known, long-term adherence is limited. Moreover, memory for lifestyle-related information as well as medical information provided by the medical professional is often poor and insufficient. In order to innovate and improve health care for both the patients and health care professionals, we developed a prototype of a digital life course care platform (Smarter Health app), providing personalized lifestyle care trajectories integrated in medical care journeys. OBJECTIVE This pilot study aimed to evaluate the feasibility, defined as the actual app use, and the acceptability, which included patient satisfaction and appreciation, of the Smarter Health app. METHODS Between March 17, 2021, and September 30, 2021, pregnant women familiar with the Dutch language seeking tertiary preconception and pregnancy care were offered the app as part of standard medical care at the outpatient clinic Healthy Pregnancy of the Department of Obstetrics and Gynecology of the Erasmus University Medical Center. Three months after activation of the app, patients received a digital questionnaire consisting of aspects of feasibility and acceptability. RESULTS During this pilot study, 440 patients visited the outpatient clinic Healthy Pregnancy. Of the 440 patients, 293 (66.6%) activated the app. Of the 293 patients who activated the app, 125 (42.7%) filled out the questionnaire. Of these 125 patients, 48 (38.4%) used the app. Most app users used it occasionally and logged in 8 times during their medical care trajectory. Overall, app users were satisfied with the app (median 5-point Likert scale=2.4, IQR 2.0-3.3). CONCLUSIONS Our findings showed that the Smarter Health app, which integrates lifestyle care in medical care, is a feasible health care innovation, and that patients were satisfied with the app. Follow-up and evaluation of pregnancy outcomes should be performed to further substantiate wider clinical implementation.
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Affiliation(s)
- Melissa van der Windt
- Department of Obstetrics and Gynecology, Erasmus University Medical Center, Rotterdam, Netherlands
| | - Sofie Karolina Maria van Zundert
- Department of Obstetrics and Gynecology, Erasmus University Medical Center, Rotterdam, Netherlands
- Department of Clinical Chemistry, Erasmus University Medical Center, Rotterdam, Netherlands
| | - Sam Schoenmakers
- Department of Obstetrics and Gynecology, Erasmus University Medical Center, Rotterdam, Netherlands
| | - Lenie van Rossem
- Department of Obstetrics and Gynecology, Erasmus University Medical Center, Rotterdam, Netherlands
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Baumann MF, Weinberger N, Maia M, Schmid K. User types, psycho-social effects and societal trends related to the use of consumer health technologies. Digit Health 2023; 9:20552076231163996. [PMID: 37034307 PMCID: PMC10074638 DOI: 10.1177/20552076231163996] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2022] [Accepted: 02/23/2023] [Indexed: 04/05/2023] Open
Abstract
Objective The term consumer health technologies we use in this paper refers to fitness and health apps, wearables and other self-tracking devices that collect health-related data. Our paper aims to bridge the gap between the growing literature base of sociological research and ethical reflection on the (non-intended) effects of consumer health technology use on the psycho-social level, such as stress, responsibilization or a loss of intuitive sense for signs of health or illness. Special consideration should be given to vulnerable individuals, as the positive and negative effects of consumer health technology use may be unequally distributed. This perspective may help to guide policymaking and the responsible development of consumer health technologies. Methods Using a narrative review approach, we refer to empirical and theoretical studies dealing with user types and effects related to the use of consumer health technologies. We provide an overview of consumer health technology user typologies and evidence of the unintended psycho-social effects of consumer health technology use. On this basis, we propose a user typology that may serve as a future tool for ethical reflection on negative side effects. Results Evidence of the potential negative side effects of consumer health technology use, as presented in the literature, is inconclusive due to the high diversity of consumer health technology users and the way they use consumer health technologies. Our proposed user typology aims to more comprehensively document the diversity of users by incorporating the way in which users identify with and use their self-tracked data, attitudes towards the new technology and social interactions via consumer health technologies, and the purpose and self-determinedness of consumer health technology use. Conclusions More systematic and quantitative empirical research on the effects of consumer health technology use in diverse settings and with diverse user types is necessary to inform public health policy. In addition to evidence-based certification of medical consumer health technologies, more practical and flexible ways to protect users from side effects may have to be developed and adopted, especially regarding the increasing number of non-medical consumer health technologies.
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Affiliation(s)
- Martina F Baumann
- Institute of Technology Assessment and Systems Analysis, Karlsruhe Institute of Technology, Karlsruhe, Germany
| | - Nora Weinberger
- Institute of Technology Assessment and Systems Analysis, Karlsruhe Institute of Technology, Karlsruhe, Germany
| | - Maria Maia
- Institute of Technology Assessment and Systems Analysis, Karlsruhe Institute of Technology, Karlsruhe, Germany
| | - Karolin Schmid
- Institute of Technology Assessment and Systems Analysis, Karlsruhe Institute of Technology, Karlsruhe, Germany
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Fischer S, Schrimpf A, Herget S, Lippmann S, Coenen M, Heiland NH, Panknin C, Weckbecker K, Bleckwenn M. [General practitioners' perception of integrated care using communication technologies: a secondary analysis of a focus group of the Horizon 2020 funded project POLYCARE]. MMW Fortschr Med 2022; 164:16-22. [PMID: 35831744 DOI: 10.1007/s15006-022-1133-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
Abstract
BACKGROUND Integrated healthcare models (IC) have the objective of reducing the costs of an increased use of health service as well as the strong sectoral fragmentation of the German health care system. However, no national approach has been implemented in primary care to date. METHOD Ten GPs from the Cologne/Bonn district (60% male; Ø age = 52 years [35-65]) were invited to a focus group in 2016. The interview was part of the Horizon 2020 funded POLYCARE study. A semi-structured guideline was used to assess feasibility of the POLYCARE study protocol. GPs also provided information about previous experience with and attitudes toward IC models and the relevant information and communication technologies (ICT), such as home-monitoring or communication software. This information was analyzed using a transcending secondary analysis to evaluate conditions for their successful implementation. RESULTS Participants reported little experience with IC and ICT. However, they reported being open to both and seeing potential for time savings, better networking opportunities, and increased quality of care for their patients. The integration of social services was considered as a chance of alleviating the burden of socio-medical tasks. Barriers to the introduction of IC and ICT were seen in the initial time investment, the lack of legal structures, the concern about overabundant data, and the susceptibility to failure. CONCLUSION The nationwide expansion of social services as well as ICT that is easy to use, less susceptible to failure, and compatible with existing structures show great potential for relieving GPs. Future research should address the concerns - such as financial and time expenses of introducing IC and ICT - of GPs by systematic investigation in long-term studies. The provision of an additional legal basis that is regulating the respective remuneration models as well as the rights and obligations of all parties, IC and ICT can play a greater role in future patient care.
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Affiliation(s)
- Stefanie Fischer
- Selbstständige Abteilung für Allgemeinmedizin, Medizinische Fakultät der Universität Leipzig, Philipp-Rosenthal-Straße 55, 04103, Leipzig, Deutschland.
| | - Anne Schrimpf
- Selbstständige Abteilung für Allgemeinmedizin, Medizinische Fakultät der Universität Leipzig, Philipp-Rosenthal-Straße 55, 04103, Leipzig, Deutschland
| | - Sabine Herget
- Selbstständige Abteilung für Allgemeinmedizin, Medizinische Fakultät der Universität Leipzig, Philipp-Rosenthal-Straße 55, 04103, Leipzig, Deutschland
| | - Stefan Lippmann
- Selbstständige Abteilung für Allgemeinmedizin, Medizinische Fakultät der Universität Leipzig, Philipp-Rosenthal-Straße 55, 04103, Leipzig, Deutschland
| | - Martin Coenen
- Univ.-Klinikum Bonn, Institut f. Klin. Chemie u. Klinische Pharmakologie, Bonn, Deutschland
| | - Nils Henning Heiland
- Univ.-Klinikum Bonn, Institut f. Klin. Chemie u. Klinische Pharmakologie, Bonn, Deutschland
| | - Christina Panknin
- Univ.-Klinikum Bonn, Institut f. Klin. Chemie u. Klinische Pharmakologie, Bonn, Deutschland
| | - Klaus Weckbecker
- Institut für Allgemeinmedizin und Interprofessionelle Versorgung, Universität Witten/Herdecke, Witten, Deutschland
| | - Markus Bleckwenn
- Selbstständige Abteilung für Allgemeinmedizin, Universität Leipzig, Medizinische Fakultät, Leipzig, Deutschland
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Truong MT, Nwosu OB, Gaytan Torres ME, Segura Vargas MP, Seifer AK, Nitschke M, Ibrahim AA, Knitza J, Krusche M, Eskofier BM, Schett G, Morf H. A Yoga Exercise App Designed for Patients With Axial Spondylarthritis: Development and User Experience Study. JMIR Form Res 2022; 6:e34566. [PMID: 35657655 PMCID: PMC9206208 DOI: 10.2196/34566] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2021] [Revised: 02/02/2022] [Accepted: 03/30/2022] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Besides anti-inflammatory medication, physical exercise represents a cornerstone of modern treatment for patients with axial spondyloarthritis (AS). Digital health apps (DHAs) such as the yoga app YogiTherapy could remotely empower patients to autonomously and correctly perform exercises. OBJECTIVE This study aimed to design and develop a smartphone-based app, YogiTherapy, for patients with AS. To gain additional insights into the usability of the graphical user interface (GUI) for further development of the app, this study focused exclusively on evaluating users' interaction with the GUI. METHODS The development of the app and the user experience study took place between October 2020 and March 2021. The DHA was designed by engineering students, rheumatologists, and patients with AS. After the initial development process, a pilot version of the app was evaluated by 5 patients and 5 rheumatologists. The participants had to interact with the app's GUI and complete 5 navigation tasks within the app. Subsequently, the completion rate and experience questionnaire (attractiveness, perspicuity, efficiency, dependability, stimulation, and novelty) were completed by the patients. RESULTS The results of the posttest questionnaires showed that most patients were already familiar with digital apps (4/5, 80%). The task completion rates of the usability test were 100% (5/5) for the tasks T1 and T2, which included selecting and starting a yoga lesson and navigating to an information page. Rheumatologists indicated that they were even more experienced with digital devices (2/5, 40% experts; 3/5, 60% intermediates). In this case, they scored task completion rates of 100% (5/5) for all 5 usability tasks T1 to T5. The mean results from the User Experience Questionnaire range from -3 (most negative) to +3 (most positive). According to rheumatologists' evaluations, attractiveness (mean 2.267, SD 0.401) and stimulation (mean 2.250, SD 0.354) achieved the best mean results compared with dependability (mean 2.000, SD 0.395). Patients rated attractiveness at a mean of 2.167 (SD 0.565) and stimulation at a mean of 1.950 (SD 0.873). The lowest mean score was reported for perspicuity (mean 1.250, SD 1.425). CONCLUSIONS The newly developed and tested DHA YogiTherapy demonstrated moderate usability among rheumatologists and patients with rheumatic diseases. The app can be used by patients with AS as a complementary treatment. The initial evaluation of the GUI identified significant usability problems that need to be addressed before the start of a clinical evaluation. Prospective trials are also needed in the second step to prove the clinical benefits of the app.
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Affiliation(s)
- Minh Tam Truong
- Machine Learning and Data Analytics Lab, Faculty of Engineering, Department of Artificial Intelligence in Biomedical Engineering, Friedrich-Alexander University Erlangen-Nürnberg, Erlangen, Germany
| | - Obioma Bertrand Nwosu
- Machine Learning and Data Analytics Lab, Faculty of Engineering, Department of Artificial Intelligence in Biomedical Engineering, Friedrich-Alexander University Erlangen-Nürnberg, Erlangen, Germany
| | - Maria Elena Gaytan Torres
- Machine Learning and Data Analytics Lab, Faculty of Engineering, Department of Artificial Intelligence in Biomedical Engineering, Friedrich-Alexander University Erlangen-Nürnberg, Erlangen, Germany
| | - Maria Paula Segura Vargas
- Machine Learning and Data Analytics Lab, Faculty of Engineering, Department of Artificial Intelligence in Biomedical Engineering, Friedrich-Alexander University Erlangen-Nürnberg, Erlangen, Germany
| | - Ann-Kristin Seifer
- Machine Learning and Data Analytics Lab, Faculty of Engineering, Department of Artificial Intelligence in Biomedical Engineering, Friedrich-Alexander University Erlangen-Nürnberg, Erlangen, Germany
| | - Marlies Nitschke
- Machine Learning and Data Analytics Lab, Faculty of Engineering, Department of Artificial Intelligence in Biomedical Engineering, Friedrich-Alexander University Erlangen-Nürnberg, Erlangen, Germany
| | - Alzhraa A Ibrahim
- Computer Science Department, Faculty of Computers and Information, Assiut University, Assiut, Egypt
| | - Johannes Knitza
- Department of Internal Medicine 3, Rheumatology and Immunology, University Hospital Erlangen, Friedrich-Alexander University Erlangen-Nürnberg, Erlangen, Germany
| | - Martin Krusche
- Rheumatology and Clinical Immunology, Charité Universitätsmedizin Berlin, Berlin, Germany
| | - Bjoern M Eskofier
- Machine Learning and Data Analytics Lab, Faculty of Engineering, Department of Artificial Intelligence in Biomedical Engineering, Friedrich-Alexander University Erlangen-Nürnberg, Erlangen, Germany
| | - Georg Schett
- Department of Internal Medicine 3, Rheumatology and Immunology, University Hospital Erlangen, Friedrich-Alexander University Erlangen-Nürnberg, Erlangen, Germany
| | - Harriet Morf
- Department of Internal Medicine 3, Rheumatology and Immunology, University Hospital Erlangen, Friedrich-Alexander University Erlangen-Nürnberg, Erlangen, Germany
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13
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Zhao X, Jiang L, Zhao K. 3D Differential Equation Model for Patients' Choice of Hospital in China. Front Public Health 2022; 10:760143. [PMID: 35558543 PMCID: PMC9087185 DOI: 10.3389/fpubh.2022.760143] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2021] [Accepted: 03/28/2022] [Indexed: 11/13/2022] Open
Abstract
The number of patients in a hospital is a direct indicator of patients' choice of hospital, which is a complex process affected by many factors. Based on the national medical system and patients' preference for high-grade hospitals in China, this study establishes a three-dimensional differential equation model for calculating the time variation of the number of visits to three grades of hospitals. We performed a qualitative analysis of the system. We carried out a subsequent numerical simulation to analyze the impact on the system when the rate of leapfrog treatment and the maximum capacity of doctors and treatments changed. The results show that the sustainability of China's three levels of hospitals mainly depends on the level of hospital development. The strength of comprehensive health improvement at specific levels is the key to increasing the service efficiency of medical resources.
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Affiliation(s)
- Xiaoxia Zhao
- Faculty of Management and Economics, Kunming University of Science and Technology, Kunming, China
| | - Lihong Jiang
- First People's Hospital of Yunnan Province, Kunming, China
| | - Kaihong Zhao
- Department of Applied Mathematics, Kunming University of Science and Technology, Kunming, China
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14
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Breil B, Salewski C, Apolinário-Hagen J. Comparing the Acceptance of Mobile Hypertension Apps for Disease Management Among Patients Versus Clinical Use Among Physicians: Cross-sectional Survey. JMIR Cardio 2022; 6:e31617. [PMID: 34989683 PMCID: PMC8778565 DOI: 10.2196/31617] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2021] [Revised: 09/11/2021] [Accepted: 11/27/2021] [Indexed: 02/06/2023] Open
Abstract
Background High blood pressure or hypertension is a vastly prevalent chronic condition among adults that can, if not appropriately treated, contribute to several life-threatening secondary diseases and events, such as stroke. In addition to first-line medication, self-management in daily life is crucial for tertiary prevention and can be supported by mobile health apps, including medication reminders. However, the prescription of medical apps is a relatively novel approach. There is limited information regarding the determinants of acceptance of such mobile health (mHealth) apps among patients as potential users and physicians as impending prescribers in direct comparison. Objective The present study aims to investigate the determinants of the acceptance of health apps (in terms of intention to use) among patients for personal use and physicians for clinical use in German-speaking countries. Moreover, we assessed patients’ preferences regarding different delivery modes for self-care service (face-to-face services, apps, etc). Methods Based on an extended model of the unified theory of acceptance and use of technology (UTAUT2), we performed a web-based cross-sectional survey to explore the acceptance of mHealth apps for self-management of hypertension among patients and physicians in Germany. In addition to UTAUT2 variables, we measured self-reported self-efficacy, eHealth literacy, previous experiences with health apps, perceived threat to privacy, and protection motivation as additional determinants of mHealth acceptance. Data from 163 patients and 46 physicians were analyzed using hierarchical regression and mediation analyses. Results As expected, a significant influence of the unified theory of acceptance and use of technology (UTAUT) predictors on intentions to use hypertension apps was confirmed, especially for performance expectancy. Intention to use was moderate in patients (mean 3.5; SD 1.1; range 1-5) and physicians (mean 3.4, SD 0.9), and did not differ between both groups. Among patients, a higher degree of self-reported self-efficacy and protection motivation contributed to an increased explained variance in acceptance with R2=0.09, whereas eHealth literacy was identified as exerting a positive influence on physicians (increased R2=0.10). Furthermore, our findings indicated mediating effects of performance expectancy on the acceptance among patients but not among physicians. Conclusions In summary, this study has identified performance expectancy as the most important determinant of the acceptance of mHealth apps for self-management of hypertension among patients and physicians. Concerning patients, we also identified mediating effects of performance expectancy on the relationships between effort expectancy and social influence and the acceptance of apps. Self-efficacy and protection motivation also contributed to an increase in the explained variance in app acceptance among patients, whereas eHealth literacy was a predictor in physicians. Our findings on additional determinants of the acceptance of health apps may help tailor educational material and self-management interventions to the needs and preferences of prospective users of hypertension apps in future research.
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Affiliation(s)
- Bernhard Breil
- Faculty of Health Care, Hochschule Niederrhein, University of Applied Sciences, Krefeld, Germany
| | - Christel Salewski
- Department of Health Psychology, Faculty of Psychology, University of Hagen, Hagen, Germany
| | - Jennifer Apolinário-Hagen
- Institute of Occupational, Social and Environmental Medicine, Centre for Health and Society, Faculty of Medicine, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
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15
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Boyer J, Eckmann J, Strohmayer K, Koele W, Federspiel M, Schenk M, Weiss G, Krause R. Investigation of Non-invasive Continuous Body Temperature Measurements in a Clinical Setting Using an Adhesive Axillary Thermometer (SteadyTemp®). Front Digit Health 2022; 3:794274. [PMID: 34970650 PMCID: PMC8712449 DOI: 10.3389/fdgth.2021.794274] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2021] [Accepted: 11/23/2021] [Indexed: 11/13/2022] Open
Abstract
Since the human body reacts to a variety of different diseases with elevated body temperature, measurement of body temperature remains relevant in clinical practice. The absolute temperature value for fever definition is still arbitrary and depends on the measuring site, as well as underlying disease and individual factors. Hence, a simple threshold for fever definition is outdated and a definition which relies on the relative changes in the individual seems reasonable as it takes these individual factors into account. In this prospective multicentric study we validate an adhesive axillary thermometer (SteadyTemp®) which allows continuous non-invasive temperature measurements. It consists of a patch to measure temperature and a smartphone application to process and visualize gathered data. This article provides information of the new diagnostic possibilities when using this wearable device and where it could be beneficial. Furthermore, it discusses how to interpret the generated data and when it is not practical to use, based on its characteristics and physiological phenomena.
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Affiliation(s)
- Johannes Boyer
- Department of Infectious Diseases and Tropical Medicine, Medical University of Graz, Graz, Austria
| | | | | | | | | | | | - Gregor Weiss
- Das Kinderwunsch Institut Schenk GmbH, Dobl, Austria
| | - Robert Krause
- Department of Infectious Diseases and Tropical Medicine, Medical University of Graz, Graz, Austria.,BioTechMed Graz, Graz, Austria
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16
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Fritsch SJ, Blankenheim A, Wahl A, Hetfeld P, Maassen O, Deffge S, Kunze J, Rossaint R, Riedel M, Marx G, Bickenbach J. Attitudes and perception of artificial intelligence in healthcare: A cross-sectional survey among patients. Digit Health 2022; 8:20552076221116772. [PMID: 35983102 PMCID: PMC9380417 DOI: 10.1177/20552076221116772] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2022] [Accepted: 07/13/2022] [Indexed: 12/23/2022] Open
Abstract
Objective The attitudes about the usage of artificial intelligence in healthcare are
controversial. Unlike the perception of healthcare professionals, the
attitudes of patients and their companions have been of less interest so
far. In this study, we aimed to investigate the perception of artificial
intelligence in healthcare among this highly relevant group along with the
influence of digital affinity and sociodemographic factors. Methods We conducted a cross-sectional study using a paper-based questionnaire with
patients and their companions at a German tertiary referral hospital from
December 2019 to February 2020. The questionnaire consisted of three
sections examining (a) the respondents’ technical affinity, (b) their
perception of different aspects of artificial intelligence in healthcare and
(c) sociodemographic characteristics. Results From a total of 452 participants, more than 90% already read or heard about
artificial intelligence, but only 24% reported good or expert knowledge.
Asked on their general perception, 53.18% of the respondents rated the use
of artificial intelligence in medicine as positive or very positive, but
only 4.77% negative or very negative. The respondents denied concerns about
artificial intelligence, but strongly agreed that artificial intelligence
must be controlled by a physician. Older patients, women, persons with lower
education and technical affinity were more cautious on the
healthcare-related artificial intelligence usage. Conclusions German patients and their companions are open towards the usage of artificial
intelligence in healthcare. Although showing only a mediocre knowledge about
artificial intelligence, a majority rated artificial intelligence in
healthcare as positive. Particularly, patients insist that a physician
supervises the artificial intelligence and keeps ultimate responsibility for
diagnosis and therapy.
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Affiliation(s)
- Sebastian J Fritsch
- Department of Intensive Care Medicine, University Hospital RWTH Aachen, Germany
- SMITH Consortium of the German Medical Informatics Initiative, Germany
- Juelich Supercomputing Centre, Forschungszentrum Juelich, Germany
| | - Andrea Blankenheim
- Department of Intensive Care Medicine, University Hospital RWTH Aachen, Germany
| | - Alina Wahl
- Department of Intensive Care Medicine, University Hospital RWTH Aachen, Germany
| | - Petra Hetfeld
- Department of Intensive Care Medicine, University Hospital RWTH Aachen, Germany
- SMITH Consortium of the German Medical Informatics Initiative, Germany
| | - Oliver Maassen
- Department of Intensive Care Medicine, University Hospital RWTH Aachen, Germany
- SMITH Consortium of the German Medical Informatics Initiative, Germany
| | - Saskia Deffge
- Department of Intensive Care Medicine, University Hospital RWTH Aachen, Germany
- SMITH Consortium of the German Medical Informatics Initiative, Germany
| | - Julian Kunze
- SMITH Consortium of the German Medical Informatics Initiative, Germany
- Department of Anesthesiology, University Hospital RWTH Aachen, Germany
| | - Rolf Rossaint
- Department of Anesthesiology, University Hospital RWTH Aachen, Germany
| | - Morris Riedel
- SMITH Consortium of the German Medical Informatics Initiative, Germany
- Juelich Supercomputing Centre, Forschungszentrum Juelich, Germany
- Faculty of Industrial Engineering, Mechanical Engineering and Computer Science, University of Iceland, Iceland
| | - Gernot Marx
- Department of Intensive Care Medicine, University Hospital RWTH Aachen, Germany
- SMITH Consortium of the German Medical Informatics Initiative, Germany
| | - Johannes Bickenbach
- Department of Intensive Care Medicine, University Hospital RWTH Aachen, Germany
- SMITH Consortium of the German Medical Informatics Initiative, Germany
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17
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Apolinário-Hagen J, Fritsche L, Wopperer J, Wals F, Harrer M, Lehr D, Ebert DD, Salewski C. Investigating the Persuasive Effects of Testimonials on the Acceptance of Digital Stress Management Trainings Among University Students and Underlying Mechanisms: A Randomized Controlled Trial. Front Psychol 2021; 12:738950. [PMID: 34721212 PMCID: PMC8549694 DOI: 10.3389/fpsyg.2021.738950] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2021] [Accepted: 08/31/2021] [Indexed: 11/13/2022] Open
Abstract
Objective: This experiment aims to investigate the influence of narrative information varying in the degree of perceived similarity and source credibility in supplemented testimonials on the acceptance of digital mental health services (digi-MHSs). Methods: In fall 2020, n=231 university students were randomly assigned to an active control group (aCG, n=55, “information only”) or one of three intervention groups (IGs) receiving information plus different testimonials being presented either by nonacademic staff (IG1, n=60), university students (IG2, n=58) or experts (IG3, n=58). We assessed mediation effects of similarity and credibility on acceptance in terms of attitudes and usage intentions. Results: Exposure to testimonials was associated with higher usage intentions (d=0.50) and more positive attitudes toward digi-MHSs (d=0.32) compared to mere information (aCG). Regarding source-related effects, one-way ANOVA showed group differences in intentions (ηp2=0.13) that were significantly higher after exposure to testimonials targeted at students than in the other groups after adjusting for baseline intentions (ηp2=0.24). Concerning underlying mechanisms, there were full mediation effects of similarity (IG1 versus IG2) on attitudes [95%CI (0.030, 0.441)] and intentions to use digi-MHSs [95%CI (0.100, 0.528)] and of credibility on attitudes [IG2 versus IG3; 95%CI (−0.217, −0.004)], all favoring students’ testimonials. Conclusion: Overall, this study indicates that the acceptance of digi-MHSs can be substantially increased by providing a simple, context-sensitive information intervention, including testimonials by university students. Since we identified mediating effects of credibility on cognitive attitudes and similarity on affect-driven intentions, a future trial could vary these features using narrative versus statistic information on digi-MHSs.
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Affiliation(s)
- Jennifer Apolinário-Hagen
- Institute of Occupational, Social and Environmental Medicine, Centre of Health and Society, Faculty of Medicine, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
| | - Lara Fritsche
- Department of Health Psychology, Faculty of Psychology, University of Hagen, Hagen, Germany
| | | | - Frank Wals
- Faculty of Psychology, University of Hagen, Hagen, Germany
| | - Mathias Harrer
- Department of Clinical Psychology and Psychotherapy, Friedrich-Alexander-University Erlangen-Nuremberg, Erlangen, Germany
| | - Dirk Lehr
- Department of Health Psychology and Applied Biological Psychology, Institute of Psychology, Leuphana University Lueneburg, Lueneburg, Germany
| | - David D Ebert
- Department of Sport and Health Sciences, Technical University of Munich, Munich, Germany
| | - Christel Salewski
- Department of Health Psychology, Faculty of Psychology, University of Hagen, Hagen, Germany
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18
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Sharifi A, Ahmadi M, Ala A. The impact of artificial intelligence and digital style on industry and energy post-COVID-19 pandemic. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2021; 28:46964-46984. [PMID: 34269979 PMCID: PMC8282481 DOI: 10.1007/s11356-021-15292-5] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/17/2021] [Accepted: 06/30/2021] [Indexed: 04/15/2023]
Abstract
The SARS-CoV-2 virus caused crises in social, economic, and energy areas and medical life worldwide throughout 2020. This crisis had many direct and indirect effects on all areas of society. In the meantime, the digital and artificial intelligence industry can be used as a professional assistant to manage and control the outbreak of the virus. The present article's objective is to investigate the effects of COVID-19 on each of the various fields of medicine, industry, and energy. What sets this article apart is studying the impact of artificial intelligence and digital style on reducing the damage of this fatal virus. Energy and related industries are of the areas affected by the SARS-CoV-2 virus. The most exciting approach in this article is to encourage countries with economies based on non-renewable energy to develop solar and wind energies. Renewable energies can operate well in the event of another phenomenon such as COVID-19 and reduce the virus's destructive effects and lead to economic prosperity.
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Affiliation(s)
- Abbas Sharifi
- Department of Mechanical Engineering, Urmia University of Technology (UUT), Urmia, Iran.
| | - Mohsen Ahmadi
- Department of Industrial Engineering, Urmia University of Technology (UUT), Urmia, Iran
| | - Ali Ala
- Department of Industrial Engineering and Management, Shanghai Jiao Tong University, Shanghai, China
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19
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Pricing through health apps generated data-Digital dividend as a game changer: Discrete choice experiment. PLoS One 2021; 16:e0254786. [PMID: 34310618 PMCID: PMC8312968 DOI: 10.1371/journal.pone.0254786] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2020] [Accepted: 07/02/2021] [Indexed: 11/20/2022] Open
Abstract
Objectives The objective of this paper is to study under which circumstances wearable and health app users would accept a compensation payment, namely a digital dividend, to share their self-tracked health data. Methods We conducted a discrete choice experiment alternative, a separated adaptive dual response. We chose this approach to reduce extreme response behavior, considering the emotionally-charged topic of health data sales, and to measure willingness to accept. Previous experiments in lab settings led to demands for high monetary compensation. After a first online survey and two pre-studies, we validated four attributes for the final online study: monthly bonus payment, stakeholder handling the data (e.g., health insurer, pharmaceutical or medical device companies, universities), type of data, and data sales to third parties. We used a random utility framework to evaluate individual choice preferences. To test the expected prices of the main study for robustness, we assigned respondents randomly to one of two identical questionnaires with varying price ranges. Results Over a period of three weeks, 842 respondents participated in the main survey, and 272 respondents participated in the second survey. The participants considered transparency about data processing and no further data sales to third parties as very important to the decision to share data with different stakeholders, as well as adequate monetary compensation. Price expectations resulting from the experiment were high; pharmaceutical and medical device companies would have to pay an average digital dividend of 237.30€/month for patient generated health data of all types. We also observed an anchor effect, which means that people formed price expectations during the process and not ex ante. We found a bimodal distribution between relatively low price expectations and relatively high price expectations, which shows that personal data selling is a divisive societal issue. However, the results indicate that a digital dividend could be an accepted economic incentive system to gather large-scale, self-tracked data for research and development purposes. After the COVID-19 crisis, price expectations might change due to public sensitization to the need for big data research on patient generated health data. Conclusion A continuing success of existing data donation models is highly unlikely. The health care sector needs to develop transparency and trust in data processing. An adequate digital dividend could be an effective long-term measure to convince a diverse and large group of people to share high-quality, continuous data for research purposes.
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20
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Ball E, Rivas C. Health Apps Require Co-development to Be Acceptable and Effective. Front Psychol 2021; 12:714453. [PMID: 34335428 PMCID: PMC8322940 DOI: 10.3389/fpsyg.2021.714453] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2021] [Accepted: 06/15/2021] [Indexed: 11/30/2022] Open
Affiliation(s)
- Elizabeth Ball
- Department of Obstetrics and Gynaecology, Barts Health NHS Trust, London, United Kingdom.,Women's Health Research Unit, Yvonne Carter Building, Queen Mary University of London, London, United Kingdom.,Centre for Maternal and Child Health Research, School of Health Sciences, City University of London, London, United Kingdom
| | - Carol Rivas
- Social Research Institute, University College London, London, United Kingdom
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21
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Arias Garcia S, Chen J, Calleja JG, Sabin K, Ogbuanu C, Lowrance D, Zhao J. Availability and Quality of Surveillance and Survey Data on HIV Prevalence Among Sex Workers, Men Who Have Sex With Men, People Who Inject Drugs, and Transgender Women in Low- and Middle-Income Countries: Review of Available Data (2001-2017). JMIR Public Health Surveill 2020; 6:e21688. [PMID: 33200996 PMCID: PMC7708087 DOI: 10.2196/21688] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2020] [Revised: 10/01/2020] [Accepted: 10/20/2020] [Indexed: 01/16/2023] Open
Abstract
Background In 2019, 62% of new HIV infections occurred among key populations (KPs) and their sexual partners. The World Health Organization (WHO) recommends implementation of bio-behavioral surveys every 2-3 years to obtain HIV prevalence data for all KPs. However, the collection of these data is often less frequent and geographically limited. Objective This study intended to assess the availability and quality of HIV prevalence data among sex workers (SWs), men who have sex with men (MSM), people who inject drugs, and transgender women (transwomen) in low- and middle-income countries. Methods Data were obtained from survey reports, national reports, journal articles, and other grey literature available to the Global Fund, Joint United Nations Programme on HIV/AIDS, and WHO or from other open sources. Elements reviewed included names of subnational units, HIV prevalence, sampling method, and size. Based on geographical coverage, availability of trends over time, and recency of estimates, data were categorized by country and grouped as follows: nationally adequate, locally adequate but nationally inadequate, no recent data, no trends available, and no data. Results Among the 123 countries assessed, 91.9% (113/123) presented at least 1 HIV prevalence data point for any KP; 78.0% (96/123) presented data for at least 2 groups; and 51.2% (63/123), for at least 3 groups. Data on all 4 groups were available for only 14.6% (18/123) of the countries. HIV prevalence data for SWs, MSM, people who inject drugs, and transwomen were available in 86.2% (106/123), 80.5% (99/123), 45.5% (56/123), and 23.6% (29/123) of the countries, respectively. Only 10.6% (13/123) of the countries presented nationally adequate data for any KP between 2001 and 2017; 6 for SWs; 2 for MSM; and 5 for people who inject drugs. Moreover, 26.8% (33/123) of the countries were categorized as locally adequate but nationally inadequate, mostly for SWs and MSM. No trend data on SWs and MSM were available for 38.2% (47/123) and 43.9% (54/123) of the countries, respectively, while no data on people who inject drugs and transwomen were available for 76.4% (94/123) and 54.5% (67/123) of the countries, respectively. An increase in the number of data points was observed for MSM and transwomen. Overall increases were noted in the number and proportions of data points, especially for MSM, people who inject drugs, and transwomen, with sample sizes exceeding 100. Conclusions Despite general improvements in health data availability and quality, the availability of HIV prevalence data among the most vulnerable populations in low- and middle-income countries remains insufficient. Data collection should be expanded to include behavioral, clinical, and epidemiologic data through context-specific differentiated survey approaches while emphasizing data use for program improvements. Ending the HIV epidemic by 2030 is possible only if the epidemic is controlled among KPs.
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Affiliation(s)
| | - Jia Chen
- School of Public Health, Xiamen University, Xiamen, China
| | | | - Keith Sabin
- Joint United Nations Programme on HIV/AIDS, Geneva, Switzerland
| | - Chinelo Ogbuanu
- The Global Fund to Fight AIDS, Tuberculosis and Malaria, Grand-Saconnex, Geneva, Switzerland
| | | | - Jinkou Zhao
- The Global Fund to Fight AIDS, Tuberculosis and Malaria, Grand-Saconnex, Geneva, Switzerland.,Center for Global Health, School of Public Health, Nanjing Medical University, Nanjing, China.,Jiangsu Provincial Center for Disease Control and Prevention, Nanjing, China
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