Research


Publications

Working Papers

Coordinated Divergence in Fragmented Global Ecosystems: Governing the Structural Wedge

Co-authors: Konstantinos Trantopoulos, Michael Wade and Mark Greeven.

Projects

China Company Transformation Indicator (CCTI): Methodology Design

Co-developed with Mark Greeven and Wei Wei at IMD China Initiative.

At IMD, I co-developed the methodological framework for the China Company Transformation Indicator, a sector-level benchmark assessing how firms in China build resilience. Our 2024 CCTI Report documents the inaugural methodology and sector rankings, providing cross-sector insights and the factor framework used to evaluate corporate transformation performance.

Understanding Business Ecosystems: An Executive Overview

Co-authors: Konstantinos Trantopoulos, Mark Greeven and Michael Wade.

Part of the IMD/AVEVA research collaboration on digital ecosystems and industrial intelligence.

At IMD, I co-authored a white paper on business ecosystems, drawing on over 300 peer-reviewed studies and a survey of 275 senior leaders across 12 industries. Our 2026 White Paper distinguishes ecosystems from platforms, maps six governance trade-offs, and offers diagnostic questions and principles for governing interdependence.