Teaching Digital Medicine in a Virtual Classroom: Impacts on Student Mindset and Competencies
Abstract
:1. Introduction
- What attitudes toward digitization and digital medicine do students bring to thecourse “Digital Medicine—How will data change the way we treat” at Witten/Herdecke University (UW/H)?
- Does the course have an impact on student attitudes toward digitization and digital medicine?
- Does the course have impacts on the students’ digital literacy, eHealth literacy, and digital medicine skills?
2. Materials and Methods
2.1. Intervention
2.2. Participants
2.3. Data Collection
2.4. Survey Design
2.5. Data Analysis
3. Results
3.1. Student Attitudes
3.2. Student Competencies
3.3. Influence of the Intervention
4. Discussion
Limitations
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
Appendix A
Pseudonym | ||
---|---|---|
Geburtsmonat der Mutter (Zweistellig) | Letzten 2 Buchstaben Vorname des Vaters | Ersten 2 Buchstaben Vorname der Mutter |
Demographische Daten | ||
Datum: | ||
Bitte zutreffendes ankreuzen | ||
Geschlecht | Weiblich | |
Männlich | ||
Divers | ||
Alter | Unter 18 Jahre | |
18–20 Jahre | ||
21–25 Jahre | ||
26–30 Jahre | ||
31–35 Jahre | ||
36–40 Jahre | ||
41–45 Jahre | ||
45–50 Jahre | ||
Über 51 Jahre | ||
Department | Medizin Vorklinik | |
Medizin Klinik | ||
Zahnmedizin Vorklinik | ||
Zahnmedizin Klinik | ||
Psychologie Bachelor | ||
Psychologie Master | ||
Pflegewissenschaften | ||
PPÖ Bachelor | ||
PPÖ Master | ||
Management Bachelor | ||
Management Master | ||
KuRe Bachelor | ||
KuRe Master |
Ich Stimme…Zu | ||||||
Voll und Ganz | Größtenteils | Eher | Eher Nicht | Größtenteils Nicht | Gar Nicht | |
Ich freue mich darauf, in meiner Arbeit durch Roboter unterstützt zu werden. | ||||||
Ich habe Angst vor der Veränderung meiner täglichen Arbeit durch Digitalisierung. | ||||||
Der digitale Wandel in der Medizin bringt für mich mehr Vorteile als Nachteile. | ||||||
Ich finde den Einsatz von digitalen Medien in der Medizin gewinnbringend. | ||||||
Durch die Digitalisierung wird meine Arbeit anspruchsvoller. | ||||||
Ich kann meine Arbeit durch die Digitalisierung flexibler einteilen. | ||||||
Die zu verarbeitende Informationsmenge nimmt immer mehr zu. | ||||||
Ich fühle mich gut auf die Folgen der Digitalisierung vorbereitet. | ||||||
Digitale Bildungsmöglichkeiten können mir in meinem Beruf später helfen. | ||||||
Ich stehe dem Ausbau digitaler Gesundheitsangebote grundsätzlich positiv gegenüber. | ||||||
In der Digitalisierung der Medizin sehe ich für die Patientenversorgung große Potentiale. | ||||||
Durch den Einsatz von Künstlicher Intelligenz in der Medizin wird meine Arbeit ersetzt. | ||||||
Durch die Digitalisierung müssen ethische Grundsätze überarbeitet werden. | ||||||
Die partizipative Arbeit in der Medizin nimmt durch die Digitalisierung zu. | ||||||
Die inter- und intraprofessionelle Arbeit in der Medizin wird durch die Digitalisierung leichter. | ||||||
Die Digitalisierung unterstützt mich in meinem beruflichen Alltag. | ||||||
Digitale Produkte im Gesundheitswesen sind für mich persönlich eine Bereicherung. | ||||||
Die Nutzung von Produkten mit Künstlicher Intelligenz bereitet mir Sorge. | ||||||
Ich habe eine reflektierte Meinung zur Digitalisierung im Gesundheitswesen. | ||||||
Big Data ist meiner Meinung nach auch in der Medizin ein wichtiges Thema. | ||||||
Ich habe eine Vorstellung wie 3D Druck funktioniert. | ||||||
Ich verstehe den Nutzen von Virtual Reality. | ||||||
Soziale Netzwerke nutze ich auch für berufliche Zwecke. | ||||||
Das Digitale Versorgung Gesetz (DVG) ist meiner Meinung nach entscheidend für Digitalisierung im Gesundheitswesen. | ||||||
Eine elektronische Patientenakte halte ich in der heutigen Zeit für unumgänglich. | ||||||
Shared Decision Making ist für alle Beteiligten eine Bereicherung. | ||||||
Telemedizin stellt einen Mehrwert für Patient*innen dar. | ||||||
Precision Medicine kann durch die Digitalisierung verbessert werden. | ||||||
Ich kenne eine Vielzahl von medizinischen Apps. | ||||||
Den Einsatz von Medizin-Wearables halte ich für unbedenklich. |
1 Sehr Gut. | 2 Gut. | 3 Befriedigen. | 4 Ausreichend. | 5 Mangelhaft. | 6 Ungenügend. | |
Meine Kompetenzen in eHealth Literacy sind … | ||||||
Meine Kompetenzen in Digital Literacy sind … | ||||||
Meine Kompetenzen in Digital Medicine sind … |
Appendix B
Pseudonym | ||
---|---|---|
Month of Birth of the Mother (Two Digits) | Last 2 Letters First Name of Father | First 2 Letters First Name of Mother |
Demographic data | ||
Date: | ||
Please mark with a cross | ||
Gender | Female | |
Male | ||
Divers | ||
Age | under 18 Years | |
18–20 Years | ||
21–25 Years | ||
26–30 Years | ||
31–35 Years | ||
36–40 Years | ||
41–45 Years | ||
45–50 Years | ||
over 51 Years | ||
Department | Medicine Preclinic | |
Medicine Clinic | ||
Dentistry Preclinic | ||
Dentistry Clinic | ||
Psychology Bachelor | ||
Psychology Master | ||
Nursing Sciences | ||
PPÖ Bachelor | ||
PPÖ Master | ||
Management Bachelor | ||
Management Master | ||
KuRe Bachelor | ||
KuRe Master |
I | ||||||
Agree Very Strongly | Agree Strongly | Agree | Disagree | Disagree Strongly | Disagree Very Strongly | |
I look forward to being supported by robots in my work. | ||||||
I am afraid of changes in my daily work due to digitization. | ||||||
For me, digital transformation in medicine brings more advantages than disadvantages. | ||||||
I find the use of digital media in medicine profitable. | ||||||
Digitization makes my work more demanding. | ||||||
I can schedule my work more flexibly as a result of digitization. | ||||||
The amount of information to be processed is increasing. | ||||||
I feel well prepared for the consequences of digitization. | ||||||
Digital education opportunities could help me in my job later on. | ||||||
I have a generally positive attitude toward the expansion of digital healthcare offerings. | ||||||
I see great potential for patient care with the digitization of medicine. | ||||||
The use of artificial intelligence in medicine will replace my work. | ||||||
Digitization means that ethical principles need to be revised. | ||||||
Participatory work in medicine is increasing due to digitization. | ||||||
Inter- and intraprofessional work in medicine is becoming easier due to digitization. | ||||||
Digitization supports me in my everyday professional life. | ||||||
For me, digital products in healthcare are an enrichment. | ||||||
The use of products with artificial intelligence worries me. | ||||||
I have a reflective opinion of digitization in healthcare. | ||||||
In my opinion, Big Data is also an important topic in medicine. | ||||||
I have an idea of how 3D printing works. | ||||||
I understand the utility of virtual reality. | ||||||
I use social networks for professional purposes. | ||||||
In my opinion, the Digital Supply Act (Digitale Versorgung Gesetz, DVG) is crucial for digitization in healthcare. | ||||||
I consider electronic patient records to be indispensable in today’s world. | ||||||
Shared decision-making is an enrichment for all parties involved. | ||||||
Telemedicine offers benefits for patients. | ||||||
Precision medicine can be improved through digitization. | ||||||
I am familiar with a large number of medical apps. | ||||||
I consider the use of medical wearables to be unobjectionable. |
1 Very Good | 2 Good. | 3 Satisfactory. | 4 Sufficient. | 5 Poor. | 6 Insufficient. | |
My competencies in eHealth literacy are | ||||||
My competencies in digital literacy are | ||||||
My competencies in digital medicine are |
References
- Huss, R. Halbgott in Chrom und Weiß. In Künstliche Intelligenz, Robotik und Big Data in der Medizin; Springer: Berlin/Heidelberg, Germany, 2019; pp. 87–93. [Google Scholar]
- Mesko, B.; Győrffy, Z. The Rise of the Empowered Physician in the Digital Health Era: Viewpoint. J. Med. Internet Res. 2019, 21, e12490. [Google Scholar] [CrossRef] [PubMed]
- Iyamu, I.; Gómez-Ramírez, O.; Xu, A.X.T.; Chang, H.-J.; Haag, D.; Watt, S.; Gilbert, M. Defining the Scope of Digital Public Health and Its Implications for Policy, Practice, and Research: Protocol for a Scoping Review. JMIR Res. Protoc. 2021, 10, e27686. [Google Scholar] [CrossRef] [PubMed]
- Steffens, Y.; Schmitt, I.L.; Aßmann, S. Mediennutzung Studierender: Über den Umgang mit Medien in hochschulischen Kontexten; University of Köln: Köln, Germany, 2017. [Google Scholar]
- Kammer, M. DIVSI U25-Studie—Euphorie war gestern: Die „Generation Internet“ zwischen Glück und Abhängigkeit. Available online: https://www.divsi.de/publikationen/studien/divsi-u25-studie-euphorie-war-gestern/ (accessed on 25 November 2022).
- Jacobs, R.; Kopp, J.; Fellinger, P. Berufsmonitoring Medizinstudierende 2018-Ergebnisse einer bundesweiten Befragung. Available online: https://www.kbv.de/media/sp/Berufsmonitoring_Medizinstudierende_2018.pdf (accessed on 25 November 2022).
- Deutsch, K.L.; Kuhn, S. Das Märchen der Digital Natives. MedienPädagogik 2019, 36, 37–47. [Google Scholar] [CrossRef] [Green Version]
- Mosch, L.; Machleid, F.; von Maltzahn, F.; Kaczmarczyk, R.; Nokhbatolfoghahai, F.; Balciunas, J.; Povilonis, P. Aktar, I. Digital Health in the Medical Curriculum: Addressing the Needs of the Future Health Workforce; European Medical Students’ Association: Athens, Greece, 2019. [Google Scholar]
- MFT Medizinischer Fakultätentag der Bundesrepublik Deutschland e. V. Nationaler Kompetenzbasierter Lernzielkatalog Medizin Version 2.0. Available online: https://nklm.de/zend/menu (accessed on 1 December 2022).
- Aulenkamp, J.; Mikuteit, M.; Löffler, T.; Schmidt, J. Overview of digital health teaching courses in medical education in Germany in 2020. GMS J. Med. Educ. 2021, 38, Doc80. [Google Scholar] [CrossRef] [PubMed]
- Vuorikari, R.; Kluzer, S.; Punie, Y. DigComp 2.2, The Digital Competence Framework for Citizens: With New Examples of Knowledge, Skills and Attitudes; Publications Office of the European Union: Luxembourg, 2022; ISBN 9789276488828. [Google Scholar]
- Norman, C.D.; Skinner, H.A. eHealth Literacy: Essential Skills for Consumer Health in a Networked World. J. Med. Int. Res. 2006, 8, e9. [Google Scholar] [CrossRef]
- Biggins, D.; Holley, D.; Zezulkova, M. Digital Competence and Capability Frameworks in Higher Education: Importance of Life-long Learning, Self-Development and Well-being. EAI Endorsed Transactions on e-Learning 2017, 4, 152742. [Google Scholar] [CrossRef]
- Kuhn, S.; Kadioglu, D.; Deutsch, K.; Michl, S. Data Literacy in der Medizin. Onkologe 2018, 24, 368–377. [Google Scholar] [CrossRef] [Green Version]
- Schaeffer, D.; Gille, S. Gesundheitskompetenz im Zeitalter der Digitalisierung. Präv Gesundheitsf 2022, 17, 147–155. [Google Scholar] [CrossRef]
- Agila-Palacios, M.V.; Muñoz-Repiso, A.G.-V.; Ramírez-Montoya, M.S. Influence of active methodologies: Projects and cases in the development of digital competences with mobile devices. JARHE 2022, 14, 1007–1020. [Google Scholar] [CrossRef]
- Vogelsang, C.; Finger, A.; Laumann, D.; Thyssen, C. Vorerfahrungen, Einstellungen und motivationale Orientierungen als mögliche Einflussfaktoren auf den Einsatz digitaler Werkzeuge im naturwissenschaftlichen Unterricht. ZfDN 2019, 25, 115–129. [Google Scholar] [CrossRef]
- Webb, M.; Doman, E. Impacts of flipped classrooms on learner attitudes towards technology-enhanced language learning. Comput. Assist. Lang. Learn. 2020, 33, 240–274. [Google Scholar] [CrossRef]
- Lave, J.; Wenger-Trayner, É. Situated Learning: Legitimate Peripheral Participation, 31st ed.; Cambridge University Press: Cambridge, UK, 2020; ISBN 9780521423748. [Google Scholar]
- Lehmann, K.; Söllner, M. Theory-Driven Design of a Mobile-Learning Application to Support Different Interaction Types in Large-Scale Lectures. SSRN J. 2014. [Google Scholar] [CrossRef] [Green Version]
- Nitsche, J.; Busse, T.S.; Kernebeck, S.; Ehlers, J.P. Virtual Classrooms and Their Challenge of Interaction-An Evaluation of Chat Activities and Logs in an Online Course about Digital Medicine with Heterogeneous Participants. Int. J. Environ. Res. Public Health 2022, 19, 10184. [Google Scholar] [CrossRef]
- Sorg, H.; Ehlers, J.P.; Sorg, C.G.G. Digitalization in Medicine: Are German Medical Students Well Prepared for the Future? Int. J. Environ. Res. Public Health 2022, 19, 8308. [Google Scholar] [CrossRef]
- Ehlers, J.P.; Herrmann, M.; Mondritzki, T.; Truebel, H.; Boehme, P. Digital transformation of medicine—experiences with a course to prepare students to seize opportunities and minimize risks. GMS Medizinische Informatik, Biometrie und Epidemiologie 2019, 15, Doc06. [Google Scholar] [CrossRef]
- Volkenandt, C.; Buschmann, R.; Benkhofer, S. WittenLab. Zukunftslabor Studium fundamentale. Available online: https://www.uni-wh.de/zentrum-studium-fundamentale/ (accessed on 17 December 2022).
- Stufflebeam, D. Evaluation Models. New Dir. Eval. 2001, 2001, 7. [Google Scholar] [CrossRef]
- Maciejewski, M.L. Quasi-experimental design. Biostat. Epidemiol. 2020, 4, 38–47. [Google Scholar] [CrossRef]
- Kuckartz, U. Qualitative Inhaltsanalyse. Methoden, Praxis, Computerunterstützung, 3., überarbeitete Aufl; Beltz Verlagsgruppe: Weinheim, Germany, 2016; ISBN 9783779943860. [Google Scholar]
- Schifferdecker, K.E.; Reed, V.A. Using mixed methods research in medical education: Basic guidelines for researchers. Med. Educ. 2009, 43, 637–644. [Google Scholar] [CrossRef]
- Maneesriwongul, W.; Dixon, J.K. Instrument translation process: A methods review. J. Adv. Nurs. 2004, 48, 175–186. [Google Scholar] [CrossRef]
- Dixon, W.J.; Mood, A.M. The Statistical Sign Test. J. Am. Stat. Assoc. 1946, 41, 557–566. [Google Scholar] [CrossRef]
- Harris, T.; Hardin, J.W. Exact Wilcoxon Signed-Rank and Wilcoxon Mann–Whitney Ranksum Tests. Stata J. 2013, 13, 337–343. [Google Scholar] [CrossRef] [Green Version]
- Cohen, J. Statistical Power Analysis for the Behavioral Sciences, 2nd ed.; L. Erlbaum Associates: Hillsdale, NJ, USA, 1988; ISBN 9780203771587. [Google Scholar]
- Brunner, M.; McGregor, D.; Keep, M.; Janssen, A.; Spallek, H.; Quinn, D.; Jones, A.; Tseris, E.; Yeung, W.; Togher, L.; et al. An eHealth Capabilities Framework for Graduates and Health Professionals: Mixed-Methods Study. J. Med. Internet Res. 2018, 20, e10229. [Google Scholar] [CrossRef] [PubMed]
- Fernández-Luque, A.-M.; Ramírez-Montoya, M.-S.; Cordón-García, J.-A. Training in digital competencies for health professionals: Systematic mapping (2015–2019). EPI 2021, 30. [Google Scholar] [CrossRef]
- Nitsche, J.; Smetana, J.; Kochanek, T.; Busse, T.S.; Kernebeck, S.; Taetz-Harrer, A.; Zupanic, M.; Eulitz, M.; Ehlers, J. Needs must when the devil drives—Migration of an entire university to digital teaching. ZFHE 2021, 16, 161–180. [Google Scholar] [CrossRef]
- Offergeld, C.; Neudert, M.; Emerich, M.; Schmidt, T.; Kuhn, S.; Giesler, M. Vermittlung digitaler Kompetenzen in der curricularen HNO-Lehre: Abwartende Haltung oder vorauseilender Gehorsam? HNO 2020, 68, 257–262. [Google Scholar] [CrossRef] [PubMed]
- Kuhn, S.; Frankenhauser, S.; Tolks, D. Digitale Lehr- und Lernangebote in der medizinischen Ausbildung: Schon am Ziel oder noch am Anfang? Bundesgesundheitsblatt Gesundh. Gesundh. 2018, 61, 201–209. [Google Scholar] [CrossRef] [PubMed]
- Schulmeister. Gibt es eine „Net Generation “. Available online: https://epub.sub.uni-hamburg.de/epub/volltexte/2013/19651/pdf/schulmeister_net_generation_v3.pdf (accessed on 30 November 2022).
- Wollsching-Strobel, M.; Ehlers, J.P.; Zupanic, M. Wie sieht ein patientenzentriertes, zukunftsgerichtetes Curriculum im Humanmedizinstudium aus? Die Sicht der Patient*innen. Z. Evid. Fortbild. Qual. Gesundhwes. 2021, 167, 50–56. [Google Scholar] [CrossRef]
- Cresswell, K.M.; Bates, D.W.; Williams, R.; Morrison, Z.; Slee, A.; Coleman, J.; Robertson, A.; Sheikh, A. Evaluation of medium-term consequences of implementing commercial computerized physician order entry and clinical decision support prescribing systems in two ’early adopter’ hospitals. J. Am. Med. Inform. Assoc. 2014, 21, e194–e202. [Google Scholar] [CrossRef] [PubMed]
- Ortmann-Welp, E. Digitale Kompetenzen für Lehrende und Lernende. Pflege Z. 2021, 74, 40–44. [Google Scholar] [CrossRef] [PubMed]
- Chadha, D. How Do We Prepare to Teach? Exploring Science Lecturers’ Authentic Approaches to Teaching in Higher Education. Res. Sci. Educ. 2022, 52, 635–653. [Google Scholar] [CrossRef]
- Zupanic, M.; Ehlers, J.P.; Fricke, J.; Gerken, R.-M.; Hofmann, M.; Nitsche, J.; Fischer, M.R.; Bauer, D. Qualitative Studies on Implicit Criteria during the Individualized Selection Procedure for Medical Studies at Witten/Herdecke University (UW/H). GMS J. Med. Educ. 2019, 36, Doc3. [Google Scholar] [PubMed]
- Hofmann, M.; Rieger, M.A.; Ostermann, T. Schulische und nicht-schulische Prädiktoren für die Studienplatzzusage an der Universität Witten/Herdecke-Ergebnisse einer QUEST-Analyse. GMS Z Med. Ausbild. 2007, 24, 2007–2024. [Google Scholar]
- Norman, C.D.; Skinner, H.A. eHEALS: The eHealth Literacy Scale. J. Med. Int. Res. 2006, 8, e27. [Google Scholar] [CrossRef] [PubMed]
Session | Topic | Content |
---|---|---|
1 | Introduction to digital medicine 1 | Introduction to the topic and a clarification of general conditions * |
2 | COVID-19 1 | Current scientific status and individual handling in the context of digital health * |
3 | Care robotics 1 | The use of robots in care: a discussion of existing and desirable care scenarios * |
4 | E-learning 1 | Digital learning using webinars and MOOCs and the professional use of social media * |
5 | Online psychotherapy 2 | Background knowledge and examples of designs for online psychotherapy * |
6 | Apps in the medical sector 1,2 | Background knowledge, examples and discussion of evidence for the effectiveness of apps in healthcare * |
7 | Telemedicine: Digital processes in medicine 2 | The use of digital support in geriatrics: possibilities and experiences in telemedical care |
8 | Homo digitus 2 | Changes in medical research and the activity of physicians due to digital transformation |
9 | Virtual reality in medicine 2 | Treatment options for stroke and anxiety therapy within virtual reality |
10 | Digitization in pharmacies 1 | The current digital status in pharmacies and possible further developments in Germany * |
11 | Site visit 2,3 | Digital visit to the Bayer AG research center |
Item | Mean T1 (Two Decimal Places) | Mean T2 (Two Decimal Places) |
---|---|---|
I look forward to being supported by robots in my work. | 3.13 (SD = 1.16; N = 216) | 2.83 (SD = 0.96; N = 142) |
I am afraid of changes in my daily work due to digitization. | 4.24 (SD = 1.05; N = 216) | 4.19 (SD = 1.12; N = 140) |
For me, digital transformation in medicine brings more advantages than disadvantages. | 2.61 (SD = 0.95; N = 207) | 2.36 (SD = 0.75; N = 136) |
I find the use of digital media in medicine profitable. | 2.27 (SD = 0.86; N = 216) | 2.15 (SD = 0.70; N = 143) |
Digitization makes my work more demanding. | 3.34 (SD = 1.06; N = 211) | 3.33 (SD = 1.06; N = 141) |
I can schedule my work more flexibly as a result of digitization. | 2.88 (SD = 1.15; N = 208) | 2.67 (SD = 1.12; N = 138) |
The amount of information to be processed is increasing. | 2.24 (SD = 1.03; N = 209) | 2.18 (SD = 1.00; N = 138) |
I feel well prepared for the consequences of digitization. | 3.42 (SD = 1.21; N = 216) | 2.14 (SD = 1.05; N = 141) |
Digital education opportunities could help me in my job later on. | 2.14 (SD = 0.89; N = 215) | 2.00 (SD = 0.76; N = 139) |
I have a generally positive attitude toward the expansion of digital healthcare offerings. | 2.31 (SD = 0.85; N = 216) | 2.27 (SD = 0.93; N = 139) |
I see great potential for patient care with the digitization of medicine. | 2.35 (SD = 0.82; N = 214) | 2.18 (SD = 0.80; N = 140) |
The use of artificial intelligence in medicine will replace my work. | 4.34 (SD = 1.11; N = 209) | 4.13 (SD = 1.21; N = 138) |
Digitization means that ethical principles need to be revised. | 2.14 (SD = 1.00; N = 208) | 2.10 (SD = 0.97; N = 140) |
Participatory work in medicine is increasing due to digitization. | 2.98 (SD = 0.88; N = 170) | 2.93 (SD = 0.91; N = 121) |
Inter- and intraprofessional work in medicine is becoming easier due to digitization. | 2.60 (SD = 0.99; N = 197) | 2.47 (SD = 1.06; N = 133) |
Digitization supports me in my everyday professional life. | 2.55 (SD = 0.97; N = 210) | 2.37 (SD = 0.93; N = 135) |
For me, digital products in healthcare are an enrichment. | 2.48 (SD = 0.97; N = 207) | 2.48 (SD = 0.90; N = 134) |
The use of products with artificial intelligence worries me. | 3.37 (SD = 1.21; N = 208) | 3.39 (SD = 1.11; N = 137) |
I have a reflective opinion of digitization in healthcare. | 2.88 (SD = 1.11; N = 203) | 2.54 (SD = 0.98; N = 135) |
In my opinion, Big Data is also an important topic in medicine. | 2.04 (SD = 0.91; N = 182) | 2.08 (SD = 0.84; N = 122) |
I have an idea of how 3D printing works. | 3.09 (SD = 1.49; N = 214) | 2.59 (SD = 1.30; N = 140) |
I understand the utility of virtual reality. | 2.63 (SD = 1.17; N = 211) | 2.39 (SD = 0.99; N = 139) |
I use social networks for professional purposes. | 3.89 (SD = 1.57; N = 211) | 3.81 (SD = 1.55; N = 135) |
In my opinion, the Digital Supply Act (Digitale Versorgung Gesetz, DVG) is crucial for digitization in healthcare. | 2.65 (SD = 0.90; N = 157) | 2.65 (SD = 1.03; N = 117) |
I consider electronic patient records to be indispensable in today’s world. | 2.05 (SD = 1.09; N = 212) | 1.92 (SD = 1.12; N = 140) |
Shared decision-making is an enrichment for all parties involved. | 2.41 (SD = 0.93; N = 153) | 1.92 (SD = 0.96; N = 116) |
Telemedicine offers benefits for patients. | 2.64 (SD = 1.03; N = 195) | 2.47 (SD = 0.86; N = 135) |
Precision medicine can be improved through digitization. | 2.46 (SD = 0.89; N = 155) | 2.50 (SD = 0.85; N = 117) |
I am familiar with a large number of medical apps. | 3.54 (SD = 1.38; N = 213) | 2.88 (SD = 1.25; N = 139) |
I consider the use of medical wearables to be unobjectionable. | 3.59 (SD = 1.03; N = 156) | 3.25 (SD = 0.97; N = 120) |
Item | Mean T1 (Two Decimal Places) | Mean T2 (Two Decimal Places) |
---|---|---|
My competencies in eHealth literacy are… | 4.13 (SD = 1.32; N = 200) | 3.17 (SD = 1.14; N = 128) |
My competencies in digital literacy are… | 3.98 (SD = 1.36; N = 198) | 3.05 (SD = 1.10; N = 129) |
My competencies in digital medicine are… | 3.56 (SD = 1.31; N = 205) | 2.67 (SD = 1.01; N = 131) |
Item | Z-Value | Assymp. Sig. (2-Sided) |
---|---|---|
I look forward to being supported by robots in my work. | −3.436 | <0.001 |
For me, digital transformation in medicine brings more advantages than disadvantages. | −2.550 | 0.011 |
I feel well prepared for the consequences of digitization. | −2.623 | 0.009 |
Telemedicine offers benefits for patients. | −2.514 | 0.012 |
I am familiar with a large number of medical apps. | −4.484 | <0.001 |
My competencies in eHealth literacy are… | −4.373 | <0.001 |
My competencies in digital literacy are… | −4.287 | <0.001 |
My competencies in digital medicine are… | −4.163 | <0.001 |
Item | Z-Value | Assymp. Sig. (2-Sided) | Effect Strength (r) |
---|---|---|---|
I look forward to being supported by robots in my work. | −3.151 a | 0.002 | 0.4 |
I feel well prepared for the consequences of digitization. | −3.285 a | 0.001 | 0.42 |
I have an idea of how 3D printing works. | −2.585 a | 0.010 | 0.33 |
I understand the utility of virtual reality. | −2.351 a | 0.019 | 0.3 |
Telemedicine offers benefits for patients. | −2.474 a | 0.013 | 0.34 |
I am familiar with a large number of medical apps. | −4.609 a | <0.001 | 0.6 |
My competencies in eHealth literacy are… | −4.694 a | <0.001 | 0.66 |
My competencies in digital literacy are… | −4.250 a | <0.001 | 0.6 |
My competencies in digital medicine are… | −4.251 a | <0.001 | 0.58 |
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Nitsche, J.; Busse, T.S.; Ehlers, J.P. Teaching Digital Medicine in a Virtual Classroom: Impacts on Student Mindset and Competencies. Int. J. Environ. Res. Public Health 2023, 20, 2029. https://doi.org/10.3390/ijerph20032029
Nitsche J, Busse TS, Ehlers JP. Teaching Digital Medicine in a Virtual Classroom: Impacts on Student Mindset and Competencies. International Journal of Environmental Research and Public Health. 2023; 20(3):2029. https://doi.org/10.3390/ijerph20032029
Chicago/Turabian StyleNitsche, Julia, Theresa S. Busse, and Jan P. Ehlers. 2023. "Teaching Digital Medicine in a Virtual Classroom: Impacts on Student Mindset and Competencies" International Journal of Environmental Research and Public Health 20, no. 3: 2029. https://doi.org/10.3390/ijerph20032029
APA StyleNitsche, J., Busse, T. S., & Ehlers, J. P. (2023). Teaching Digital Medicine in a Virtual Classroom: Impacts on Student Mindset and Competencies. International Journal of Environmental Research and Public Health, 20(3), 2029. https://doi.org/10.3390/ijerph20032029