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Bouwmans M, Lub X, Orlowski M, Nguyen TV. Developing the digital transformation skills framework: A systematic literature review approach. PLoS One 2024; 19:e0304127. [PMID: 38968253 PMCID: PMC11226094 DOI: 10.1371/journal.pone.0304127] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2024] [Accepted: 05/06/2024] [Indexed: 07/07/2024] Open
Abstract
BACKGROUND Digital transformation (DT) involves integrating digital technologies into organizations to improve productivity, efficiency, and quality. Investing in the workforce's skillsets is essential for successful DT. However, it remains unclear which skillsets are essential. OBJECTIVES This study aims to identify and define the essential skillsets needed for exploiting the full potential of DT, and to consolidate the identified skills into a comprehensive framework of DT skills. METHOD A systematic literature review was conducted using the PRISMA approach for selecting studies. This led to the selection of 36 articles that were examined using thematic analysis for identifying and consolidating skills into a framework. RESULTS The Digital Transformation Skills Framework (DTSF) was developed, which contains six overarching skillsets and 44 underlying skills. The framework covers key skillsets in the areas of digital work, entrepreneurship, evidence-based work, collaboration, communication, and adaptation. CONCLUSION AND DISCUSSION The DTSF offers a comprehensive understanding of essential skills for today's evolving organizations, addressing a critical gap in existing literature. It is valuable for organizations and HR professionals, serving as a foundation for re- and upskilling initiatives. Ongoing research should expand the framework to include domain-specific DT skills and emerging digital technologies.
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Affiliation(s)
- Machiel Bouwmans
- Research Group Organizations in Digital Transition, HU Utrecht University of Applied Sciences, Utrecht, The Netherlands
- Institute for People & Business, HU Utrecht University of Applied Sciences, Utrecht, The Netherlands
| | - Xander Lub
- Research Group Organizations in Digital Transition, HU Utrecht University of Applied Sciences, Utrecht, The Netherlands
- Research Group Strategy, Organization & Leadership, Nyenrode Business University, Breukelen, The Netherlands
| | - Marissa Orlowski
- MV Hospitality Solutions, LLC, Aurora, Colorado, United States of America
- Department of Marketing, Entrepreneurship, Hospitality and Tourism, Bryan School of Business, University of North Carolina at Greensboro, Greensboro, North Carolina, United States of America
| | - Thuy-Vy Nguyen
- Institute for People & Business, HU Utrecht University of Applied Sciences, Utrecht, The Netherlands
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A preregistered vignette experiment on determinants of health data sharing behavior Willingness to donate sensor data, medical records, and biomarkers. Politics Life Sci 2023; 41:161-181. [PMID: 36880543 DOI: 10.1017/pls.2022.15] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
The COVID-19 pandemic has spotlighted the importance of high-quality data for empirical health research and evidence-based political decision-making. To leverage the full potential of these data, a better understanding of the determinants and conditions under which people are willing to share their health data is critical. Building on the privacy theory of contextual integrity, the privacy calculus, and previous findings regarding different data types and recipients, we argue that established social norms shape the acceptance of novel practices of data collection and use. To investigate the willingness to share health data, we conducted a preregistered vignette experiment. The scenarios experimentally varied the vignette dimensions by data type, recipient, and research purpose. While some findings contradict our hypotheses, the results indicate that all three dimensions affected respondents' data sharing decisions. Additional analyses suggest that institutional and social trust, privacy concerns, technical affinity, altruism, age, and device ownership influence the willingness to share health data.
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Grüning DJ, Lechner CM. Measuring Six Facets of Curiosity in Germany and the UK: A German-Language Adaptation of the 5DCR and Its Comparability with the English-Language Source Version. J Pers Assess 2023; 105:283-295. [PMID: 35394850 DOI: 10.1080/00223891.2022.2057318] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Abstract
The five-dimensional curiosity-scale revised (5DCR) by Kashdan et al. (2020) is the most comprehensive curiosity inventory available to date. 5DCR measures six facets of curiosity with four items each. Here, we present a German-language adaptation of the 5DCR and comprehensively validate this adaptation in a diverse sample of adults from Germany (N = 486). Moreover, we provide new evidence on the original English-language 5DCR in a parallel sample from the UK (N = 483). In both countries, we investigate the six facets' reliability, factorial validity, and convergent and discriminant validity with a large set of individual-differences constructs. In addition, we analyze the measurement invariance of the curiosity facets across the UK and Germany and across socio-demographic subgroups defined by age, sex, and education. Findings demonstrate that the new German-language adaptation of 5DCR and its English-language source version show psychometric properties similar to the original studies by Kashdan et al. (2020) in the United States. All six curiosity facets reach at least partial scalar invariance across cultures, sex, education, and mostly also across age groups. The findings support the six-faceted theory of curiosity and show that 5DCR allows for a valid assessment of curiosity across cultures.
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Affiliation(s)
- David J Grüning
- Survey Design and Methodology, GESIS - Leibniz Institute for the Social Sciences, Mannheim, Germany.,Psychology Department, Heidelberg University, Heidelberg, Germany
| | - Clemens M Lechner
- Survey Design and Methodology, GESIS - Leibniz Institute for the Social Sciences, Mannheim, Germany
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Bruch D, Muehlensiepen F, May S, Wengemuth E, Johannsen O, Reber KC, Blankenstein EL, Fleige G, Middeke M, Albes J, Heinze M, Lehnen M, Spethmann S. Digital preventive measures for arterial hypertension (DiPaH) - a mixed-methods study protocol for health services research. Front Cardiovasc Med 2023; 9:1089968. [PMID: 36704456 PMCID: PMC9871637 DOI: 10.3389/fcvm.2022.1089968] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2022] [Accepted: 12/22/2022] [Indexed: 01/11/2023] Open
Abstract
Introduction Digital health measures promise to further improve the quality of cardiovascular care but have not yet been widely implemented in routine care. The research project Digital preventive measures for arterial hypertension (DiPaH) will systematically identify structural and individual factors in different stakeholders that influence the use of digital preventive measures in patients with arterial hypertension in Germany. Special focus is given to remote and sparsely populated areas, the age-specific impact, as well as influence of digital health literacy. Methods and analysis The DiPaH project is an exploratory cross-sectional study with a mixed-methods design, in which written surveys and interviews with patients and physicians will be conducted. In addition, secondary data from a health insurance company will be analyzed. In module 1, individuals from the database of the health insurance company with confirmed arterial hypertension will be interviewed (1,600 questionnaires, 30 interviews). Module 2 includes users of digital prevention offers and apps (400 questionnaires, 40 interviews) and in module 3, family physicians and cardiologists will be interviewed (400 questionnaires, 40 interviews). In a final module, the overall results will be analyzed and recommendations for interventions in clinical care will be derived. Discussion The DiPaH project will contribute to a patient-oriented and demand-based improvement of arterial hypertension prevention services in health care. Challenges and barriers will be analyzed and the respective target groups identified based on their prevention needs and social characteristics to enable a patient-centered implementation of digital prevention of arterial hypertension and cardiovascular services in general, and finally to improve cardiovascular outcomes. Clinical trial registration https://drks.de/search/de/trial/DRKS00029761, identifier DRKS00029761.
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Affiliation(s)
- Dunja Bruch
- Department of Cardiovascular Surgery, Heart Center Brandenburg, Immanuel Klinikum Bernau, University Hospital Brandenburg Medical School (Theodor Fontane), Bernau bei Berlin, Germany,Faculty of Health Sciences, Brandenburg Medical School Theodor Fontane, Neuruppin, Germany,*Correspondence: Dunja Bruch,
| | - Felix Muehlensiepen
- Faculty of Health Sciences, Brandenburg Medical School Theodor Fontane, Neuruppin, Germany,Center for Health Services Research, Brandenburg Medical School Theodor Fontane, Rüdersdorf bei Berlin, Germany
| | - Susann May
- Department of Cardiovascular Surgery, Heart Center Brandenburg, Immanuel Klinikum Bernau, University Hospital Brandenburg Medical School (Theodor Fontane), Bernau bei Berlin, Germany,Center for Health Services Research, Brandenburg Medical School Theodor Fontane, Rüdersdorf bei Berlin, Germany
| | - Eileen Wengemuth
- Department of Cardiovascular Surgery, Heart Center Brandenburg, Immanuel Klinikum Bernau, University Hospital Brandenburg Medical School (Theodor Fontane), Bernau bei Berlin, Germany
| | | | - Katrin Christiane Reber
- AOK Nordost – Die Gesundheitskasse, Strategische Versorgungsanalysen/GeWINO, Berlin, Germany
| | | | - Gerrit Fleige
- revFLect GmbH, Hanover, Germany,Brandenburg Medical School Theodor Fontane, Neuruppin, Germany
| | | | - Johannes Albes
- Department of Cardiovascular Surgery, Heart Center Brandenburg, Immanuel Klinikum Bernau, University Hospital Brandenburg Medical School (Theodor Fontane), Bernau bei Berlin, Germany,Faculty of Health Sciences, Brandenburg Medical School Theodor Fontane, Neuruppin, Germany
| | - Martin Heinze
- Center for Health Services Research, Brandenburg Medical School Theodor Fontane, Rüdersdorf bei Berlin, Germany
| | | | - Sebastian Spethmann
- Brandenburg Medical School Theodor Fontane, Neuruppin, Germany,Medical Department, Division of Cardiology and Angiology, Charité – Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
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Schauffel N, Kaufmann LM, Rynek M, Ellwart T. Technostress During COVID-19: Action Regulation Hindrances and the Mediating Role of Basic Human Needs among Psychology Students. PSYCHOLOGY LEARNING AND TEACHING-PLAT 2022; 21:235-253. [PMID: 37521119 PMCID: PMC9162883 DOI: 10.1177/14757257221102563] [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] [Indexed: 12/02/2022]
Abstract
The COVID-19 pandemic led to an abrupt change from in-person to online teaching in higher education, resulting in increased use of information and communication technology (ICT) and students' stress and uncertainty. Integrating theories of human motivation, stress, and humane work design, we investigated whether different types of action regulation hindrances (ARH) pertaining to human (ICT competence deficits), technology (technical problems), interaction (coordination difficulties), and task aspects (work overload) related to technostress (H1). Furthermore, we examined if this relationship was mediated by satisfaction of the basic human needs for competence, autonomy, and relatedness (H2). Our analysis of causes and mechanisms of technostress is based on cross-sectional survey data (self-report) from 205 psychology students attending an organizational psychology class that was switched from an in-person to an online format due to the COVID-19 pandemic. Structural equation modeling revealed that different types of ARH (i.e., ICT competence deficits, technical problems, coordination difficulties, work overload) positively predicted technostress (β = .17 to β = .42, p < .05). The effects were (partially) mediated by satisfaction of the need for autonomy (β = .11 to β = .15, p < .05), for all ARH except technical problems (β = .01, p = .86). We discuss implications for online course planning, technostress prevention as well as potential interventions beyond pandemic times.
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Affiliation(s)
| | | | - Mona Rynek
- Business Psychology, Trier University, Germany
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