An Institutional and Resource-Based Inquiry into the Contested Sustainability of Corporate Digital Transformation and the Green-Digital Paradox

Technical Summary: An Institutional and Resource-Based Inquiry into the Contested Sustainability of Corporate Digital Transformation and the Green-Digital Paradox

Problem Statement
The paper addresses the "Green-Digital Paradox," a tension arising from the simultaneous corporate imperative to digitalize (rebuilding operations around data and AI) and to reduce environmental harm. While policy frameworks like the "twin transition" and the European Green Deal often assume a synergistic relationship where digital tools inherently drive a greener economy, the authors argue this assumption is flawed. Digital infrastructure imposes a significant and rising material footprint—including energy consumption for data centers and AI, electronic waste, and mineral extraction—that can offset or exceed the environmental benefits digitalization is intended to create.

The core problem is that firms face separate, often uncoordinated institutional pressures to digitalize and to go green. Responding rationally to these distinct pressures, firms build separate "capability stacks" (digital capabilities and green capabilities). However, these stacks often collide internally due to competing resource demands (capital, talent, management attention) and incompatible operating logics (speed/computational power vs. energy discipline/lifecycle assessment). This internal friction creates an "Institutional–Resource Capability Trap," where the pursuit of both agendas simultaneously leads to a negative interaction effect, potentially degrading overall environmental and economic performance.

Methodology
The study employs a sequential exploratory mixed-methods design (QUAL → QUAN) to investigate this phenomenon:

1. Qualitative Phase (Exploration):

   • Sample: 23 in-depth, semi-structured interviews with senior executives from publicly listed firms in sectors with high technological intensity and environmental scrutiny.
   • Process: Data were analyzed using open, axial, and selective coding. The focus was on understanding the managerial experience of the paradox, specifically failed integration attempts and the routines of firms that successfully managed the tension.
   • Outcome: This phase grounded the development of a new construct, "Paradox Management Capability" (PMC), identifying four key dimensions: holistic performance measurement, integrated governance, cross-functional collaboration, and a "both/and" leadership mindset.

2. Quantitative Phase (Validation):

   • Sample: A cross-sectional survey of 421 senior and middle managers in North America and Europe.
   • Instrument: A survey utilizing established multi-item scales for institutional pressures and capabilities, alongside the newly developed PMC scale derived from the qualitative phase. The dependent variable was a perceptual measure of environmental and economic performance relative to competitors.
   • Analysis: Structural Equation Modeling (SEM) was used in two steps:
     • Confirmatory Factor Analysis (CFA) to validate the measurement model (reliability, convergent, and discriminant validity).
     • Structural model estimation to test four hypotheses, including a three-way interaction term to assess the moderating effect of PMC on the relationship between digital/green capabilities and performance.

Key Hypotheses and Results
The study tested four hypotheses derived from integrating the Resource-Based View (RBV) and Institutional Theory:

• H1 & H2 (Capability Building): Perceived institutional pressures for digitalization and sustainability are positively associated with the development of Digital Capabilities and Green Capabilities, respectively.
  • Result: Supported. (β = 0.52 and 0.59, p < .001).
• H3 (The Trap/Interaction): There is a negative interaction effect between Digital Capabilities and Green Capabilities on overall environmental and economic performance.
  • Result: Supported. (β = -0.18, p = .002). The data indicates that without an integrating mechanism, possessing high levels of both capabilities simultaneously subtracts value rather than adding it, confirming the existence of the "Institutional–Resource Capability Trap."
• H4 (The Solution/Moderation): Paradox Management Capability (PMC) positively moderates the negative interaction effect.
  • Result: Supported. (β = 0.15, p = .005). In firms with high PMC, the negative interaction between digital and green capabilities becomes statistically insignificant. PMC effectively neutralizes the tension, allowing firms to pursue both agendas without one canceling out the other.

Key Contributions

1. Reframing the Twin Transition: The paper moves the discourse from a simplistic "synergy vs. trade-off" debate to a firm-level paradox framework. It empirically validates the "Institutional–Resource Capability Trap," demonstrating that individually rational responses to institutional pressures can lead to internal incoherence and value destruction.
2. Conceptualization of Paradox Management Capability (PMC): The study conceptualizes, operationalizes, and validates PMC as a higher-order dynamic capability. It bridges paradox theory (distinguishing between cognitive "both/and" thinking and structural "both/and" action) and dynamic capabilities theory (sensing, seizing, and reconfiguring resources). PMC is presented not just as a strategy, but as a specific, learnable organizational routine that reconciles contradictory demands.
3. Implications for Sustainable Development Goals (SDGs): The authors argue that the Green-Digital Paradox cuts across SDG 7 (Clean Energy), SDG 9 (Industry/Innovation), SDG 12 (Responsible Consumption), and SDG 13 (Climate Action). They posit that without managing this paradox, digital investments may inadvertently erode progress on these goals. PMC offers a route to genuine coherence at the firm level, ensuring digital investment aligns with rather than undermines the 2030 Agenda.

Significance and Claims
The paper claims to provide a "diagnostic instrument" (the PMC scale) and a "practical route" for managers to keep digital investment aligned with sustainability goals. It argues that the competitive advantage in the twin transition lies less in accumulating more resources (digital or green) and more in the integrative capacity to manage the tension between them.

The authors explicitly note limitations: the study relies on perceptual performance measures rather than objective environmental data, uses a cross-sectional design (limiting causal claims), and focuses on Western economies. Furthermore, they modestly scope the current work to the environmental and economic dimensions, identifying the "social" dimension (e.g., worker well-being) as a necessary future extension, proposing a "Green-Social-Digital Trilemma" for subsequent research.

Ultimately, the paper concludes that the success of the 2030 Agenda depends less on the volume of investment in digital or green agendas individually, and more on the firm's ability to manage the inherent tension between them through Paradox Management Capability.