The DOI matches its Crossref record; 43 of the 43 references it cites were found in a registry or an index.
The development of a conceptual model for enabling a value-adding digital transformation : A conceptual model that aids organisations in the digital transformation process
Abstract
In this paper a conceptual model is developed that aims to enable organisations to transform into competitive digital organisations. The research identifies that digital organisations have six dimensions, each of which is comprised of a set of capabilities which were validated through semi-structured interviews with subject matter experts. The requirements of the model are based on the latest research about digital transformations, which was expanded by qualitative research based on semi-structured interviews with subject matter experts. These requirements are categorised into different phases, each of which has key inputs and outputs that aid organisations to increase the digital capabilities of the six digital dimensions. The model offers organisations a diversified assessment toolset which provides them with a value equation for each digital dimension to support value-adding, organisational-specific digital transformation initiatives.
Overview
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Rautenbach et al. [55] made use of a literature review and interviews with experts to derive a digital transformation conceptual model aimed at aiding organizations in the digital transformation process, consisting of two phases: phase 1 with sub-phases 1.1 evaluation of current value creation process and 1.2 assessment to create a digital profile, and phase 2 integrating results to guide value
“Rautenbach et al. [55] made use of a literature review and interviews with experts to derive a digital transformation conceptual model aimed at aiding organizations in the digital transformation process.”
From Digital Transformation Models for the I4.0 Transition: Lessons from the Change Management Literature (2021) · cites this paper as [55]
Citations
Cites
Organizational culture and leadership
(1993) · Long Range Planning · doi:10.1016/0024-6301(93)90120-5 · Cited by 16,530
(2004) · Cited by 5,198
Chesbrough, H. W. (2002) · Industrial and Corporate Change · doi:10.1093/icc/11.3.529 · Cited by 4,744
The Fourth Industrial Revolution
Affairs, P. A. G., & National Academies of Sciences, E. (2017) · National Academies Press eBooks · doi:10.17226/24699 · Cited by 3,031
Options for Formulating a Digital Transformation StrategyPreprint
Hess, T., Matt, C., Benlian, A., & Wiesböck, F. (2020) · MIS Q. Executive · doi:10.7892/boris.105447 · Cited by 1,798
(2021) · Encyclopedia of the UN sustainable development goals · doi:10.1007/978-3-319-95963-4_300069 · Cited by 1,585
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
E-government adoption: Architecture and barriers
Ebrahim, Z., & Irani, Z. (2005) · Business Process Management Journal · doi:10.1108/14637150510619902 · Cited by 755 · cited 2×
“Linked with the technology category, organisations especially in Third World countries are challenged with access to the technology and skills they require to operate their digital business model successfully [29], [35], [38], [39], [43].”
BackgroundDevelopment of an Assessment Model for Industry 4.0: Industry 4.0-MM
Gökalp, E., Şener, U., & Eren, P. E. (2017) · Communications in computer and information science · doi:10.1007/978-3-319-67383-7_10 · Cited by 318
How AUDI AG Established Big Data Analytics in its Digital Transformation
Dremel, C., Herterich, M. M., Wulf, J., Waizmann, J.-C., & Brenner, W. (2017) · Alexandria (UniSG) (University of St.Gallen) · Cited by 294
Root cause analysis for beginners
Heuvel, L. N. V., & Rooney, J. J. (2004) · Quality progress · Cited by 278
Navigating the fourth industrial revolution
Maynard, A. D. (2015) · Nature Nanotechnology · doi:10.1038/nnano.2015.286 · Cited by 267
Initialising Customer-orientated Digital Transformation in Enterprises
von Leipzig, T., Gamp, M., Manz, D., Schöttle, K., Ohlhausen, P., Oosthuizen, G. A., Palm, D., & von Leipzig, K. (2017) · Procedia Manufacturing · doi:10.1016/j.promfg.2017.02.066 · Cited by 266
Barriers to ICT adoption in SMEs: how to bridge the digital divide?
Arendt, Ł. (2008) · Journal of Systems and Information Technology · doi:10.1108/13287260810897738 · Cited by 223
Leyh, C., Schäffer, T., Bley, K., & Forstenhäusler, S. (2016) · Annals of Computer Science and Information Systems · doi:10.15439/2016f478 · Cited by 214
Transforming Industrial Business: The Impact of Digital Transformation on Automotive Organizations
Piccinini, E., Hanelt, A., Gregory, R. W., & Kolbe, L. M. (2015) · International Conference on Information Systems · Cited by 182
Digital transformation challenges
Henriette, E., Feki, M., & Boughzala, I. (2016) · HAL · Cited by 129
Contextualizing the outcome of a maturity assessment for Industry 4.0
Colli, M., Madsen, O., Berger, U., Møller, C., Wæhrens, B. V., & Bockholt, M. T. (2018) · IFAC-PapersOnLine · doi:10.1016/j.ifacol.2018.08.343 · Cited by 128
The dynamics of CIO derailment: How CIOs come undone and how to avoid it
Gerth, A. B., & Peppard, J. (2015) · Business Horizons · doi:10.1016/j.bushor.2015.09.001 · Cited by 124
Labor market risks of industry 4.0, digitization, robots and AI
Rajnai, Z., & Kocsis, I. (2017) · IEEE International Symposium on Intelligent Systems and Informatics (SISY) · doi:10.1109/sisy.2017.8080580 · Cited by 112
The Impact of Organizational Culture on Agile Method Use
Strode, D. E., Huff, S. L., & Tretiakov, A. (2009) · Hawaii International Conference on System Sciences (HICSS) · doi:10.1109/hicss.2009.436 · Cited by 110
Towards a Smart Manufacturing Maturity Model for SMEs (SM3E)
Mittal, S., Romero, D., & Wuest, T. (2018) · IFIP advances in information and communication technology · doi:10.1007/978-3-319-99707-0_20 · Cited by 110
Big data and E-government: A review
Al-Sai, Z. A., & Abualigah, L. (2017) · doi:10.1109/icitech.2017.8080062 · Cited by 88
SMEs Maturity Model Assessment of IR4.0 Digital Transformation
Hamidi, S. R., Aziz, A. A., Shuhidan, S. M., et al. (2018) · Advances in intelligent systems and computing · doi:10.1007/978-981-10-8612-0_75 · Cited by 88
Healthcare and digital transformation
Haggerty, E. (2017) · Network Security · doi:10.1016/s1353-4858(17)30081-8 · Cited by 87
The Digital Transformation: Staying Competitive
Earley, S. (2014) · IT Professional · doi:10.1109/mitp.2014.24 · Cited by 73
Digital Transformation of Society: Problems Entering in the Digital Economy
Khitskov, E. A., Veretekhina, S. V., Medvedeva, A. V., Mnatsakanyan, O. L., Shmakova, E. G., & Kotenev, A. (2017) · Eurasian Journal of Analytical Chemistry · doi:10.12973/ejac.2017.00216a · Cited by 65
Maturity Model of Digitization for SMEs
Blatz, F., Bulander, R., & Dietel, M. (2018) · 2018 IEEE International Conference on Engineering, Technology and Innovation (ICE/ITMC) · doi:10.1109/ice.2018.8436251 · Cited by 65
Building a Digital Transformation Strategy
Bresciani, S., Ferraris, A., Romano, M., & Santoro, G. (2021) · Emerald Group Publishing Limited eBooks · doi:10.1108/978-1-80043-171-320211002 · Cited by 45
The future of geospatial intelligence
Dold, J., & Groopman, J. (2017) · Geo-spatial Information Science · doi:10.1080/10095020.2017.1337318 · Cited by 43
Challenges and Benefits of Digital Workflow Implementation in Aerospace Manufacturing Engineering
Abollado, J. R., Shehab, E., & Bamforth, P. (2017) · Procedia CIRP · doi:10.1016/j.procir.2017.02.044 · Cited by 41
Digital Capabilities as Driver to Digital Business Performance
Freitas, J. C. D. S., Maçada, A. C. G., Brinkhues, R. A., & Montesdioca, G. P. Z. (2016) · Americas Conference on Information Systems · Cited by 37
What Enterprise Architecture Can Bring for Digital Transformation: An Exploratory Study
Hafsi, M., & Assar, S. (2016) · IEEE Conference on Business Informatics · doi:10.1109/cbi.2016.55 · Cited by 37
Kühl, S. (2018) · Managementforschung · doi:10.1365/s41113-017-0019-2 · Cited by 36
Digital Transformation and Global Society
Chugunov, A. V., Bolgov, R., Kabanov, Y., et al. (2016) · Communications in computer and information science · doi:10.1007/978-3-319-49700-6 · Cited by 30
Security challenges in small- and medium-sized manufacturing enterprises
Heikkilä, M., Rattya, A., Pieskä, S., et al. (2016) · doi:10.1109/sims.2016.7802895 · Cited by 23
Development of the Digital Economy in Cameroon: Challenges and Perspectives
Etoundi, R. A., Onana, F. S. M., Olle, G. D. O., & Etémé, A. A. (2016) · The Electronic Journal of Information Systems in Developing Countries · doi:10.1002/j.1681-4835.2016.tb00558.x · Cited by 21
Frolov, V. G., Kaminchenko, D. I., Kovylkin, D. Y., et al. (2017) · Academy of strategic management journal/Academy of Strategic Management journal · Cited by 21
A PSS maturity self-assessment tool
Exner, K., Balder, J., & Stark, R. (2018) · Procedia CIRP · doi:10.1016/j.procir.2018.04.013 · Cited by 20
Seitz, J., & Burosch, A. (2018) · IEEE International Conference on Engineering, Technology and Innovation (ICE/ITMC) · doi:10.1109/ice.2018.8436380 · Cited by 15
Parycek, P., Glassey, O., Janssen, M., et al. (2018) · Lecture notes in computer science · doi:10.1007/978-3-319-98690-6 · Cited by 15
Digital Transformation and Global Society
(2018) · Communications in computer and information science · doi:10.1007/978-3-030-02846-6 · Cited by 15
Framing the digital complexity economy
Abrahams, L. (2015) · doi:10.1109/cyber-abuja.2015.7360506 · Cited by 7
Flagged first, then by citations
Research works printed but not linked: 9
- westerman, 2011, Digital Transformation: A Road-Map for Billion-Dollar Organizations, Capgemini Consult MIT Cent fo Digit Bus, 1
- brozek, 2015, Digital Transformation in the Age of the Customer: A Spotlight on B2B, Forrester Research, 1
- tiersky, 2017, 5 top challenges to digital transformation in the enterprise, CIO, 1
- turner, 2015, Cybersecurity Index Beat S&P500 by 120%. Here’s Why, in Charts, Wall Str J, 1
- osterwalder, 0, You’re holding a handbook for visionaries game changers and challengers striving to defy outmoded business models and design tomorrow’s enterprises It’s a book for the … written by
- markovitch, 2014, Accelerating the digitization of business processes, McKinsey Co, 1
- rüßmann, 2015, Industry 4.0, The Boston Consulting Group, 20
- kane, 2015, Strategy, Not Technology, Drives Digital Transformation, MIT Sloan Management Rev, 27
- de carolis, 2017, Guiding manufacturing companies towards digitalization, 23rd ICE/IEEE Int Technol Manag Conf, 503
Cited by
Sorted by citations
Digital Transformation Models for the I4.0 Transition: Lessons from the Change Management Literature
Bellantuono, N., Nuzzi, A., Pontrandolfo, P., & Scozzi, B. (2021) · Sustainability · doi:10.3390/su132312941 · Cited by 146
“Rautenbach et al. [55] made use of a literature review and interviews with experts to derive a digital transformation conceptual model aimed at aiding organizations in the digital transformation process.”
Background
Metadata
- Authors
- Rautenbach, W. J., Kock, I. D., & Jooste, J. L.
- Affiliations
- Stellenbosch University (ZA)
- ORCID
- Jooste, J.L.
- Venue
- 2019 IEEE International Conference on Engineering, Technology and Innovation (ICE/ITMC)
- Publisher
- IEEE
- Published
- 2019-06
- Pages
- 1-10
- OpenAlex
- W2969048392
- Cited by
- 18
- References
- 43
- Citations by year
- 2026: 1 · 2025: 2 · 2024: 3 · 2023: 2 · 2022: 2 · 2021: 5 · 2020: 2 · 2019: 1
- FWCI
- 8.23
- Type
- conference paper
- Language
- en
- Open access
- closed
- Licence
- Locations
- IEEE International Conference on Engineering, Technology and Innovation (ICE/ITMC) (publishedVersion)
- Topics
- Social Sciences › Business, Management and Accounting › Management of Technology and Innovation › Digital Innovation in Industries
- Social Sciences › Business, Management and Accounting › Organizational Behavior and Human Resource Management › Corporate Management and Leadership
- Social Sciences › Business, Management and Accounting › Management Information Systems › Information Technology Governance and Strategy
- Keywords
- digital transformation, digital capabilities, conceptual model, value creation, digital maturity assessment, transformation phases, organizational change
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.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review