Strategic leadership and technological innovation: A comprehensive review and research agenda

C Kurzhals, L Graf‐Vlachy… - Corporate Governance: An …, 2020 - Wiley Online Library
Abstract Research Question/Issue We review the literature on the relationship between
strategic leadership and technological innovation. Research Findings/Insights We identify …

Financial machine learning

B Kelly, D Xiu - Foundations and Trends® in Finance, 2023 - nowpublishers.com
We survey the nascent literature on machine learning in the study of financial markets. We
highlight the best examples of what this line of research has to offer and recommend …

Measuring corporate culture using machine learning

K Li, F Mai, R Shen, X Yan - The Review of Financial Studies, 2021 - academic.oup.com
We create a culture dictionary using one of the latest machine learning techniques—the
word embedding model—and 209,480 earnings call transcripts. We score the five corporate …

Factors influencing perceived fairness in algorithmic decision-making: Algorithm outcomes, development procedures, and individual differences

R Wang, FM Harper, H Zhu - Proceedings of the 2020 CHI conference …, 2020 - dl.acm.org
Algorithmic decision-making systems are increasingly used throughout the public and
private sectors to make important decisions or assist humans in making these decisions with …

Renovation in environmental, social and governance (ESG) research: the application of machine learning

AY Zhang, JH Zhang - Asian Review of Accounting, 2024 - emerald.com
Purpose Environmental, social and governance (ESG) factors have become increasingly
important in investment decisions, leading to a surge in ESG investing and the rise of …

Big data in finance

I Goldstein, CS Spatt, M Ye - The Review of Financial Studies, 2021 - academic.oup.com
Big data is revolutionizing the finance industry and has the potential to significantly shape
future research in finance. This special issue contains papers following the 2019 NBER-RFS …

Enterprise pollution reduction through digital transformation? Evidence from Chinese manufacturing enterprises

S Zhao, L Zhang, L Peng, H Zhou, F Hu - Technology in Society, 2024 - Elsevier
Digital transformation provides new opportunities for the green development of enterprises.
Clarifying the impact and mechanism of digital transformation on enterprise pollution …

The big three and board gender diversity: The effectiveness of shareholder voice

TA Gormley, VK Gupta, DA Matsa, SC Mortal… - Journal of Financial …, 2023 - Elsevier
Abstract In 2017,“The Big Three” institutional investors launched campaigns to increase
gender diversity on corporate boards. We estimate that their campaigns led American …

Technology and corporate governance: Blockchain, crypto, and artificial intelligence

M Fenwick, EPM Vermeulen - Tex. J. Bus. L., 2019 - HeinOnline
Over recent decades, the on-going" digital revolution" has transformed many aspects of
everyday life. Think of the increased power and shrinking size of personal computers and …

Identifying prediction mistakes in observational data

A Rambachan - The Quarterly Journal of Economics, 2024 - academic.oup.com
Decision makers, such as doctors, judges, and managers, make consequential choices
based on predictions of unknown outcomes. Do these decision makers make systematic …