Unpacking the Regulatory Ambiguity Mechanism: Implications for Industry‐Level Digital Transformation

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.

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Institutions

Publication Details

Journal
Information Systems Journal
Published
2025-04-15
DOI
https://doi.org/10.1111/isj.12595
Citations
3
Primary Topic
Digital Platforms and Economics
Type
article
Field-Weighted Citation Impact
6.68

Funders

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article

Unpacking the Regulatory Ambiguity Mechanism: Implications for Industry‐Level Digital Transformation

Karin Väyrynen, Marianne Kinnula, Netta Iivari, Sari Laari‐Salmela et al.
3 citations
Information Systems Journal
Digital Platforms and Economics
6.68
article

Unpacking the Regulatory Ambiguity Mechanism: Implications for Industry‐Level Digital Transformation

Karin Väyrynen, Marianne Kinnula, Netta Iivari, Sari Laari‐Salmela, Arto Lanamäki
article en
3 citations

Abstract

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.

Information Systems JournalVol. 35(6)
University of Oulu (FI)
Academy of Finland, Oulun Yliopisto, Jenny ja Antti Wihurin Rahasto
Openalex Percentile: Top 4%
Digital Platforms and Economics
6.68
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