TY - JOUR
T1 - Leveraging corporate digitalization for green technology innovation
T2 - The mediating role of resource endowments
AU - Shao, Yanmin
AU - Xu, Kunliang
AU - Shan, Yuan George
PY - 2024/5
Y1 - 2024/5
N2 - In this carbon neutrality era, digitalization is booming and emerging as having an essential role in corporate green technology innovation (GTI). However, as corporate digitalization is a systematic project involving various aspects, research into its role and mechanisms in shaping GTI is expected to be enriched. Given the complexity of measuring corporate digitalization, we first provide a measure of firm-level digitalization by applying natural language processing techniques and unsupervised machine learning modelling to management discussion and analysis text. Further, drawing on the resource-based view, we reveal a positive association between corporate digitalization and GTI, and find that corporate digitalization contributes to GTI by improving resource endowments management including resource accumulation, utilization, and allocation. As carbon neutrality and digitalization are in full swing, this study advances research on digitalization and highlights its role in sustainable corporate transformation.
AB - In this carbon neutrality era, digitalization is booming and emerging as having an essential role in corporate green technology innovation (GTI). However, as corporate digitalization is a systematic project involving various aspects, research into its role and mechanisms in shaping GTI is expected to be enriched. Given the complexity of measuring corporate digitalization, we first provide a measure of firm-level digitalization by applying natural language processing techniques and unsupervised machine learning modelling to management discussion and analysis text. Further, drawing on the resource-based view, we reveal a positive association between corporate digitalization and GTI, and find that corporate digitalization contributes to GTI by improving resource endowments management including resource accumulation, utilization, and allocation. As carbon neutrality and digitalization are in full swing, this study advances research on digitalization and highlights its role in sustainable corporate transformation.
KW - Digitalization
KW - Green technology innovation
KW - Mediation effect
KW - Resource-based view
UR - http://www.scopus.com/inward/record.url?scp=85188921769&partnerID=8YFLogxK
U2 - 10.1016/j.technovation.2024.102999
DO - 10.1016/j.technovation.2024.102999
M3 - Article
AN - SCOPUS:85188921769
SN - 0166-4972
VL - 133
JO - Technovation
JF - Technovation
M1 - 102999
ER -