The rapid evolution of the global economy, driven by digitization and modularization, has outpaced existing theoretical tools. This paper proposes a unified analytical framework for understanding the complexity of digital industries through the lens of Massive Modular Ecosystems. To...

Business complexity is an important informational friction but challenging to measure. We use a GPT large language model fine-tuned on narrative disclosures and inline XBRL tags to measure business complexity from a user perspective. Our measure negatively correlates with the speed of capital...

We begin paper with a descriptive analysis of the growing role of modular innovation across several industries that uncovers regularities of US patent dynamics. Based on this, we develop a set of game-theoretic models for studying the impact of strategic modular innovation investments in...

This study triangulates three interrelated and interdependent goals. First, we provide a framework to establish the supply chain (SC) theory within the linchpins of the nine waves of sustainability theory. Second, we provide a real-world example of how blockchain operates to support the premise...