[HTML][HTML] Artificial intelligence and innovation management: A review, framework, and research agenda✰

N Haefner, J Wincent, V Parida, O Gassmann - … Forecasting and Social …, 2021 - Elsevier
Artificial Intelligence (AI) reshapes companies and how innovation management is
organized. Consistent with rapid technological development and the replacement of human …

Renewing research on problemistic search—A review and research agenda

HE Posen, T Keil, S Kim… - Academy of Management …, 2018 - journals.aom.org
Problemistic search theory, with its roots in the Carnegie School tradition, describes a
behaviorally plausible process by which firms learn from performance feedback. A firm's …

Artificial intelligence in organizations: New opportunities for phenomenon-based theorizing

G Von Krogh - Academy of Management Discoveries, 2018 - journals.aom.org
Artificial intelligence (AI) is a rapidly emerging phenomenon of economic and organizational
significance. The article offers a brief introduction to AI in organizations and proposes that …

Organizational structure, information processing, and decision-making: A retrospective and road map for research

J Joseph, V Gaba - Academy of Management Annals, 2020 - journals.aom.org
Beginning with Simon (1947)—and motivated by an interest in the effect of formal
organizational structure on decision-making—a large body of research has examined how …

Dynamic balancing of exploration and exploitation: The contingent benefits of ambidexterity

J Luger, S Raisch, M Schimmer - Organization science, 2018 - pubsonline.informs.org
We study the evolution of firms' exploration–exploitation allocations and their long-term
performance outcomes. Extending current ambidexterity theory, we suggest that not only …

Entrepreneurs as scientists: A pragmatist approach to producing value out of uncertainty

T Zellweger, T Zenger - Academy of Management Review, 2023 - journals.aom.org
Building on pragmatism, we advance an entrepreneur-as-scientist perspective and depict
entrepreneurs as engaging in causally inferential action by forming beliefs, testing these …

The microfoundations movement in strategy and organization theory

T Felin, NJ Foss, RE Ployhart - Academy of Management Annals, 2015 - journals.aom.org
Microfoundations have received increased attention in strategy and organization theory over
the past decade. In this paper, we take stock of the microfoundations movement, its origins …

Combining human and artificial intelligence: Hybrid problem-solving in organizations

S Raisch, K Fomina - Academy of Management Review, 2023 - journals.aom.org
Organizations increasingly use artificial intelligence (AI) to solve previously unexplored
problems. While routine tasks can be automated, the intricate nature of exploratory tasks …

[HTML][HTML] Blockchain agency theory

AKE Onjewu, N Walton, I Koliousis - Technological Forecasting and Social …, 2023 - Elsevier
Longstanding assumptions underlying strategic alliances, such as agency theory, are
actively being revoked by dynamics in the new economy. The mechanism of inter-firm …

Algorithm supported induction for building theory: How can we use prediction models to theorize?

YR Shrestha, VF He, P Puranam… - Organization …, 2021 - pubsonline.informs.org
Across many fields of social science, machine learning (ML) algorithms are rapidly
advancing research as tools to support traditional hypothesis testing research (eg, through …