Cost Spillover Effects: How AI Projects Reconfigure Internal R&D Budget Allocation

Q: What does this research mean for the field?

The implementation of AI projects creates cost spillover effects that drive the reconfiguration of internal R&D budget allocations within organizations. Novelty: ClaimNovelty.INCREMENTAL. Consensus alignment: ConsensusAlignment.NEUTRAL.

Олег Ивченко

doi:10.5281/zenodo.22182018

August 31, 2026Open Access

Cost Spillover Effects: How AI Projects Reconfigure Internal R&D Budget Allocation

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Key Points

To investigate how adopting artificial intelligence initiatives triggers cost spillover effects that alter internal research and development budget allocations across organizational units.
Evaluated corporate R&D investment and project expenditure tracking across business departments initiating artificial intelligence programs.
Modeled internal capital reallocation dynamics and cost spillover interactions across concurrent innovation pipelines.
AI project investments generate distinct cost spillover effects that structurally shift internal resource distribution.
Corporate R&D budgets are reallocated away from conventional development lines to meet the operational and infrastructure demands of AI initiatives.

Implication

Economic analysis reveals cost spillover effects from AI projects on internal budget distribution within firms, indicating substantial R&D reallocation.

Abstract

Research article: Cost Spillover Effects: How AI Projects Reconfigure Internal R&D Budget Allocation

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Cite This Study

Олег Ивченко (2026) studied this question.

synapsesocial.com/papers/6a954263f20e493292a749e7 https://doi.org/10.5281/zenodo.22182018

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Cost Spillover Effects: How AI Projects Reconfigure Internal R&D Budget Allocation

Key Points

Implication

Abstract

Discussion

Cite This Study

Cost Spillover Effects: How AI Projects Reconfigure Internal R&D Budget Allocation

Key Points

Implication

Abstract

Discussion

Cite This Study

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