Digitization, Digitalization, and Digital Transformation
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Each is checked against this paper’s own text: does it say what the citing paper says it does?
AI may contribute to digital transformation efforts in universities, similar to the push for paperless offices in the 1990s.
“AI may contribute to digital transformation efforts, similar to the push for paperless offices in the 1990s (Vrana & Singh, 2021), and universities might deploy AI to reduce staff loads, an efficiency expected to extend to research integrity and ethics committees.”
From A university framework for the responsible use of generative AI in research (2026) · cites this paper as Vrana & Singh, 2021
Cites
Options for Formulating a Digital Transformation Strategy
Hess, T., Matt, C., Benlian, A., & Wiesböck, F. (2020) · Strategic Information Management · doi:10.4324/9780429286797-7 · Cited by 1,266 · see citing works
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A university framework for the responsible use of generative AI in research
Smith, S. M., Tate, M., Freeman, K., Walsh, A., Ballsun-Stanton, B., & Lane, M. (2026) · Journal of Higher Education Policy and Management · doi:10.1080/1360080x.2025.2509187 · Cited by 46 · see citing works
- Authors
- Vrana, J., & Singh, R.
- Affiliations
- Vrana GmbH (Germany) (DE)
- Corresponding author
- Vrana, Johannes
- Venue
- Handbook of Nondestructive Evaluation 4.0
- Publisher
- Springer International Publishing
- Published
- 2021
- Pages
- 1-17
- OpenAlex
- W3197151956
- Cited by
- 96
- References
- 1
- Citations by year
- 2026: 6 · 2025: 20 · 2024: 27 · 2023: 27 · 2022: 10 · 2021: 5 · 2020: 1
- FWCI
- 57.52
- Type
- book chapter
- Language
- en
- Open access
- closed
- Locations
- Springer eBooks (publishedVersion)
- Topics
- Physical Sciences › Engineering › Mechanical Engineering › Non-Destructive Testing Techniques
- Physical Sciences › Engineering › Industrial and Manufacturing Engineering › Digital Transformation in Industry
- Social Sciences › Business, Management and Accounting › Management of Technology and Innovation › Digital Innovation in Industries
- Keywords
- digitization, digitalization, digital transformation, non-destructive testing, informatization, Fourth Industrial Revolution, data evolution
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
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