The role of data analytics within operational risk management: A systematic review from the financial services and energy sectors

N Cornwell, C Bilson, A Gepp, S Stern… - Journal of the …, 2023 - Taylor & Francis
Operational risks are increasingly prevalent and complex to manage in organisations,
culminating in substantial financial and non-financial costs. Given the inefficiencies and …

Forecasting the price of Bitcoin using deep learning

M Liu, G Li, J Li, X Zhu, Y Yao - Finance research letters, 2021 - Elsevier
After constructing a feature system with 40 determinants that affect the price of Bitcoin
considering aspects of the cryptocurrency market, public attention, and the macroeconomic …

The quality of voluntary and mandatory disclosures in company reports: a systematic literature network analysis

G Afeltra, B Korca, E Costa, P Tettamanzi - Accounting forum, 2024 - Taylor & Francis
ABSTRACT Adopting Systematic Literature Network Analysis (SLNA), this paper reviews the
existing literature on the quality of company reports, defined as both voluntary and …

Risk spillovers between FinTech and traditional financial institutions: Evidence from the US

J Li, J Li, X Zhu, Y Yao, B Casu - International Review of Financial Analysis, 2020 - Elsevier
In this paper, we propose a novel approach to examine the risk spillovers between FinTech
firms and traditional financial institutions, during a time of fast technological advances …

A novel text-based framework for forecasting agricultural futures using massive online news headlines

J Li, G Li, M Liu, X Zhu, L Wei - International Journal of Forecasting, 2022 - Elsevier
The agricultural futures prices are generally considered difficult to forecast because the
causes of fluctuations are incredibly complicated. We propose a text-based forecasting …

Risk identification and assessment methods of offshore platform equipment and operations

K Liu, B Cai, Q Wu, M Chen, C Yang, JA Khan… - Process Safety and …, 2023 - Elsevier
Risk management is crucial for the safety of offshore platforms. With advancements in safety
management, much data on hidden dangers has been generated. The data contains a …

Tourism companies' risk exposures on text disclosure

J Li, Y Feng, G Li, X Sun - Annals of tourism research, 2020 - Elsevier
Tourism is a risk-prone industry. But most studies focus on tourist risk perception while
ignoring company risk exposure. As service providers, the companies play an important role …

The intellectual capital efficiency and corporate sustainable growth nexus: Comparison from agriculture, tourism and renewable energy sector

XL Xu, J Li, D Wu, X Zhang - Environment, Development and Sustainability, 2021 - Springer
In the new situation of Chinese economic development, how to achieve sustainable
development of enterprises has become an important issue concerned by managers and …

[HTML][HTML] The role of innovation investment and executive incentive on financial sustainability in tech-capital-labor intensive energy company: Moderate effect

XL Xu, T Shen, X Zhang, HH Chen - Energy Reports, 2020 - Elsevier
As an essential way to alleviate the principal–agent issue, the executive incentive not only
guides the innovation activities but also affects the financial performance of enterprises. In …

Measuring the interdependence between investor sentiment and crude oil returns: New evidence from the CFTC's disaggregated reports

Q Ji, J Li, X Sun - Finance Research Letters, 2019 - Elsevier
This paper examines information spillover between WTI returns and investor sentiment
indices measured by various trader positions using a connectedness approach. Our findings …