Unravelling the impact of generative artificial intelligence (GAI) in industrial applications: A review of scientific and grey literature
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 …
gaining high prominence in academic and industrial discourses. In this article, we explore …
Natural language processing (NLP) in management research: A literature review
Natural language processing (NLP) is gaining momentum in management research for its
ability to automatically analyze and comprehend human language. Yet, despite its extensive …
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 …
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 …
ecosystems, yet research on networks and ecosystems developed in isolation. The aim of …
Topic modeling in management research: Rendering new theory from textual data
Increasingly, management researchers are using topic modeling, a new method borrowed
from computer science, to reveal phenomenon-based constructs and grounded conceptual …
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
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 …
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
How do new ventures gain legitimacy and attract critical resources? An increasing body of
cultural entrepreneurship research has highlighted an “optimal distinctiveness” trade-off …
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 …
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 …
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
abstract Research Summary Researchers increasingly use unstructured text data to
construct quantitative variables for analysis. This goal has traditionally been achieved using …
construct quantitative variables for analysis. This goal has traditionally been achieved using …