Quality over quantity: The role of digital adoption depth in driving firm flexibility and sustainability

This study investigates why digital transformation often leads to inconsistent results in traditional industries. While many assume that technology always improves performance, most research relies on simple "checklists" of technology adoption (breadth). We challenge this view by distinguishing between digital adoption depth (strategic integration) and breadth (simple accumulation). Using data from 321 Spanish wineries and Partial Least Squares Structural Equation Modeling, we test whether production process flexibility, viewed as a dynamic capability, is the link between digital tools and firm performance. Our findings reveal a sharp contrast: digital depth is a strong predictor of flexibility and clean production, while breadth is largely ineffective. We establish that strategic integration, not mere acquisition, is the true driver of value in digitalization.

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Publication Details

Journal
Cleaner Environmental Systems
Published
2026-01-26
DOI
https://doi.org/10.1016/j.cesys.2026.100399
Primary Topic
Wine Industry and Tourism
Type
article
Field-Weighted Citation Impact
0.00
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article

Quality over quantity: The role of digital adoption depth in driving firm flexibility and sustainability

Nicolás Depetris-Chauvin, Wenbo Hu
Cleaner Environmental Systems
Wine Industry and Tourism
article

Quality over quantity: The role of digital adoption depth in driving firm flexibility and sustainability

Nicolás Depetris-Chauvin, Wenbo Hu
article en

Abstract

This study investigates why digital transformation often leads to inconsistent results in traditional industries. While many assume that technology always improves performance, most research relies on simple "checklists" of technology adoption (breadth). We challenge this view by distinguishing between digital adoption depth (strategic integration) and breadth (simple accumulation). Using data from 321 Spanish wineries and Partial Least Squares Structural Equation Modeling, we test whether production process flexibility, viewed as a dynamic capability, is the link between digital tools and firm performance. Our findings reveal a sharp contrast: digital depth is a strong predictor of flexibility and clean production, while breadth is largely ineffective. We establish that strategic integration, not mere acquisition, is the true driver of value in digitalization.

Cleaner Environmental SystemsVol. 20
Universidad de Zaragoza (ES), HES-SO Genève (CH)
Industry, innovation and infrastructure
Openalex Percentile: Top 81%
Wine Industry and Tourism
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