Article Introduction – Beyond AI, Blockchain Systems, and Digital Platforms: Digitalization Unlocks Mass Hyper Personalization and Mass Servitization
The ever-progressing digitalization of the economy and society is unlocking new opportunities for organizations engaging in services. We are in the middle of a transformation of the service sector that can be likened to the advent of mass production in the 1940s. Based on recent advances and developments in artificial intelligence, digital platforms, and blockchain […]
Article One – Estimating Firm Digitalization: A Method for Disaggregating Sector-level Digital Intensity to Firm-level
The digital transformation of firms plays an increasingly important role in the economy and society. However, limited access to data on firm-level digital intensity is an impediment to advancement of multiple research projects concerned with firm digitalization. To alleviate this challenge, this paper proposes a method for estimating firm-level digital intensity based on other more […]
Article Two – AI Diffusion Monitoring among S&P500 Companies: Empirical Results and Methodoligical Advancements
The digital transformation of firms plays an increasingly important role in the economy and society. However, limited access to data on firm-level digital intensity is an impediment to advancement of multiple research projects concerned with firm digitalization. To alleviate this challenge, this paper proposes a method for estimating firm-level digital intensity based on other more […]
Article Three – What Have We Learned About Machine Learning? A Meta Analysis
Recent advances in machine learning (ML) have triggered many firms to try putting the technology into commercial use. However, the creation of ML-based organizational capabilities remains a major challenge. With the aim of extending our understanding of organizational capabilities, this paper takes a socio-technical system perspective on the microfoundations of capabilities, develops an integrative conceptual […]
