November 13, 2025Business Process Management Journal

Efficiency or novelty? The impact of business models on digital transformation magnitude and speed

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Digital transformation speed is negatively influenced by efficiency-centered business models, enhancing agility.
Novelty-centered business models increase both digital transformation magnitude and speed, indicating a need for adaptation.
Analysis involved structural equation modeling on a survey of 326 firms across multiple industries, including high-tech.
Research highlights the importance of aligning business model strategies with organizational cognition for optimal outcomes.

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Implication

Survey analysis reveals that efficiency-centered business models reduce speed while novelty-centered models enhance scalability in high-tech industries, suggesting strategic alignment is crucial.

Cite This Study

Hu et al. (2025) studied this question.

synapsesocial.com/papers/692523c1c0ce034ddc354e3c https://doi.org/10.1108/bpmj-05-2025-0711

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Implication

Survey analysis reveals that efficiency-centered business models reduce speed while novelty-centered models enhance scalability in high-tech industries, suggesting strategic alignment is crucial.

Efficiency or novelty? The impact of business models on digital transformation magnitude and speed

Key Points

Discussion

Implication

Cite This Study

Efficiency or novelty? The impact of business models on digital transformation magnitude and speed

Key Points

Discussion

Implication

Cite This Study

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Also Consider