Unravelling the impact of generative artificial intelligence (GAI) in industrial applications: A review of scientific and grey literature

AK Kar, PS Varsha, S Rajan - Global Journal of Flexible Systems …, 2023 - Springer
The scope of application of generative artificial intelligence (GAI) in industrial functions is
gaining high prominence in academic and industrial discourses. In this article, we explore …

Natural language processing (NLP) in management research: A literature review

Y Kang, Z Cai, CW Tan, Q Huang… - Journal of Management …, 2020 - Taylor & Francis
Natural language processing (NLP) is gaining momentum in management research for its
ability to automatically analyze and comprehend human language. Yet, despite its extensive …

Renewing the resource‐based view: New contexts, new concepts, and new methods

CE Helfat, A Kaul, DJ Ketchen Jr… - Strategic …, 2023 - Wiley Online Library
The resource‐based view is an enduring and impactful mainstay of research within strategic
management and beyond. This editors' introduction to the special issue on “new directions …

Integrating research on interorganizational networks and ecosystems

A Shipilov, A Gawer - Academy of management annals, 2020 - journals.aom.org
Organizations are simultaneously embedded in interorganizational networks and
ecosystems, yet research on networks and ecosystems developed in isolation. The aim of …

Topic modeling in management research: Rendering new theory from textual data

TR Hannigan, RFJ Haans, K Vakili… - Academy of …, 2019 - journals.aom.org
Increasingly, management researchers are using topic modeling, a new method borrowed
from computer science, to reveal phenomenon-based constructs and grounded conceptual …

[HTML][HTML] Natural language processing to identify the creation and impact of new technologies in patent text: Code, data, and new measures

S Arts, J Hou, JC Gomez - Research Policy, 2021 - Elsevier
We develop natural language processing techniques to identify the creation and impact of
new technologies in the population of US patents. We validate the new techniques and their …

Gaining legitimacy by being different: Optimal distinctiveness in crowdfunding platforms

K Taeuscher, R Bouncken, R Pesch - Academy of Management …, 2021 - journals.aom.org
How do new ventures gain legitimacy and attract critical resources? An increasing body of
cultural entrepreneurship research has highlighted an “optimal distinctiveness” trade-off …

A knowledge recombination perspective of innovation: review and new research directions

T Xiao, M Makhija, S Karim - Journal of Management, 2022 - journals.sagepub.com
A useful theoretical lens for understanding innovation in the strategy and entrepreneurship
literatures is knowledge recombination. According to a recombination logic, innovations …

[HTML][HTML] Measuring open innovation practices through topic modelling: Revisiting their impact on firm financial performance

Q Lu, H Chesbrough - Technovation, 2022 - Elsevier
Despite the popularity of open innovation in recent years, studies examining the impact of
open innovation upon firm performance have shown mixed results. Previous empirical work …

Using supervised machine learning for large‐scale classification in management research: The case for identifying artificial intelligence patents

M Miric, N Jia, KG Huang - Strategic Management Journal, 2023 - Wiley Online Library
abstract Research Summary Researchers increasingly use unstructured text data to
construct quantitative variables for analysis. This goal has traditionally been achieved using …