Unpacking the Regulatory Ambiguity Mechanism: Implications for Industry-Level Digital Transformation
Väyrynen, Karin; Lanamäki, Arto; Laari-Salmela, Sari; Iivari, Netta; Kinnula, Marianne (2025-04-15)
Avaa tiedosto
Sisältö avataan julkiseksi: 15.04.2026
Wiley-Blackwell
15.04.2025
Väyrynen, K., Lanamäki, A., Laari-Salmela, S., Iivari, N. and Kinnula, M. (2025), Unpacking the Regulatory Ambiguity Mechanism: Implications for Industry-Level Digital Transformation. Inf Syst J. https://doi.org/10.1111/isj.12595
https://rightsstatements.org/vocab/InC/1.0/
© 2025 John Wiley & Sons Ltd. This is the peer reviewed version of the following article: Väyrynen, K., Lanamäki, A., Laari-Salmela, S., Iivari, N. and Kinnula, M. (2025), Unpacking the Regulatory Ambiguity Mechanism: Implications for Industry-Level Digital Transformation. Inf Syst J., which has been published in final form at https://doi.org/10.1111/isj.12595. This article may be used for non-commercial purposes in accordance with Wiley Terms and Conditions for Self-Archiving.
https://rightsstatements.org/vocab/InC/1.0/
© 2025 John Wiley & Sons Ltd. This is the peer reviewed version of the following article: Väyrynen, K., Lanamäki, A., Laari-Salmela, S., Iivari, N. and Kinnula, M. (2025), Unpacking the Regulatory Ambiguity Mechanism: Implications for Industry-Level Digital Transformation. Inf Syst J., which has been published in final form at https://doi.org/10.1111/isj.12595. This article may be used for non-commercial purposes in accordance with Wiley Terms and Conditions for Self-Archiving.
https://rightsstatements.org/vocab/InC/1.0/
Julkaisun pysyvä osoite on
https://urn.fi/URN:NBN:fi:oulu-202505133317
https://urn.fi/URN:NBN:fi:oulu-202505133317
Tiivistelmä
Abstract
The relationship between digital transformation and regulation is complex and bidirectional: regulation both drives and responds to changes in the technology landscape. Moreover, regulatory efforts to shape industry-level digital transformation often produce unwanted outcomes. Existing theories are insufficient for examining this complex relationship between regulation and digital transformation. Our case study of the Finnish taxi industry illustrates these complexities. The industry underwent a legal reform intended to legalise Uber-type solutions while restricting certain other solutions. By drawing on the notion of regulatory ambiguity and mechanism-based explanation, we show how ambiguity arises from the imprecise regulation in connection with conflicting regulation and technological uncertainties. We model the regulatory ambiguity mechanism consisting of the interconnected elements that, by affecting each other and working together, drive unintended changes in the technology landscape. We theorise regulatory ambiguity as a condition that emerges when regulations are imprecise, inconsistent, or evolving. This ambiguity shapes the technology landscape and related industry-specific practices, impacting digital transformation. Our research contributes to the literature on digital transformation and on the regulation of technology. We identify and analyse the regulatory ambiguity mechanism, providing information systems (IS) researchers with a novel framework to examine the role of regulation in digital transformation. We also conceptualise regulatory impact as a lens for future IS research.
The relationship between digital transformation and regulation is complex and bidirectional: regulation both drives and responds to changes in the technology landscape. Moreover, regulatory efforts to shape industry-level digital transformation often produce unwanted outcomes. Existing theories are insufficient for examining this complex relationship between regulation and digital transformation. Our case study of the Finnish taxi industry illustrates these complexities. The industry underwent a legal reform intended to legalise Uber-type solutions while restricting certain other solutions. By drawing on the notion of regulatory ambiguity and mechanism-based explanation, we show how ambiguity arises from the imprecise regulation in connection with conflicting regulation and technological uncertainties. We model the regulatory ambiguity mechanism consisting of the interconnected elements that, by affecting each other and working together, drive unintended changes in the technology landscape. We theorise regulatory ambiguity as a condition that emerges when regulations are imprecise, inconsistent, or evolving. This ambiguity shapes the technology landscape and related industry-specific practices, impacting digital transformation. Our research contributes to the literature on digital transformation and on the regulation of technology. We identify and analyse the regulatory ambiguity mechanism, providing information systems (IS) researchers with a novel framework to examine the role of regulation in digital transformation. We also conceptualise regulatory impact as a lens for future IS research.
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