Machine learning and expert judgement: analyzing emerging topics in accounting and finance research in the Asia–Pacific

CW Cai, MK Linnenluecke, M Marrone, AK Singh - Abacus, 2019 - Wiley Online Library
In this paper, we focus on the question to what extent machine learning (ML) tools can be
used to support systematic literature reviews. We apply a ML approach for topic detection to …

Twenty years of accounting and finance research on the Chinese capital market

J Han, J He, Z Pan, J Shi - Abacus, 2018 - Wiley Online Library
The Chinese capital market has attracted increasing academic attention due to its rising
global influence, ongoing regulatory reforms, and distinct institutional background. In this …

Strategic choices in going public: ESG performance implications in China

Z Cheng, H Gao, Z Liu… - Business Strategy and …, 2024 - Wiley Online Library
Choices in going public are important business strategies that can influence Environmental,
Social and Governance (ESG) performance through varying levels of regulatory scrutiny …

Green merger and acquisition decision driven by environmental regulation and its impact on green innovation: evidence from Chinese heavily polluting listed …

Z Sun, X Sun, W Wang, M Sun, W Wang - Environment, Development and …, 2024 - Springer
How heavily polluting enterprises achieve sustainable development has become an urgent
issue to be solved. Based on the data of Chinese heavily polluting listed enterprises during …

Impact of R&D on Firm Performance: Do Ownership Structure and Product Market Competition Matter?

M Arif Khan, M Bin, C Wang, H Bilal, A Ali Khan… - SAGE …, 2023 - journals.sagepub.com
This study investigates how R&D affects firm performance and examines whether and how
state ownership moderates the R&D–firm performance nexus. Moreover, this study …

R&D investments and firm value: Evidence from China

WS Kim, K Park, SH Lee, H Kim - Sustainability, 2018 - mdpi.com
This study examines whether R&D investments are non-linearly related to firm value. Using
a sample of 563 Chinese listed firms between 2005 and 2013, we find that R&D investments …

Firm age, ultimate ownership, and R&D investments

S Fan, C Wang - International Review of Economics & Finance, 2021 - Elsevier
Firms' innovation activities change over time, yet little is known about how R&D investments,
as a critical input to innovation, change with firm age. Moreover, previous studies have …

Does state ownership affect R&D investments? Evidence from China

AA Azzam, S Alhababsah - Cogent Business & Management, 2022 - Taylor & Francis
This study provides up-to-date evidence concerning the relationship between government
ownership and R&D investments in the Chinese context. Using a large sample comprised of …

Share pledging and financial constraints in China

Z Cheng, Z Liu, Y Sun - Accounting & Finance, 2021 - Wiley Online Library
We investigate the relationship between the intensity of share pledging activities and the
level of financial constraint in publicly listed firms in China. We show that the high financial …

Start-up firms' investments: when economic policy uncertainty matters?

K Hoang, QTT Nguyen, C Nguyen - Management Decision, 2023 - emerald.com
Purpose This study examines the impact of economic policy uncertainty (EPU) on
investment decision-making of start-up firms in Japan. While existing literature suggests …