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578 Results Found

  • Article
  • Open Access
73 Citations
16,558 Views
20 Pages

ESG Disclosures and Stock Price Crash Risk

  • Rio Murata and
  • Shigeyuki Hamori

In this study, we investigate the relationship between environmental, social, and governance (ESG) disclosures and stock price crash risk. A stock price crash is a dreadful event for market participants. Thus, exploring stock price crash determinants...

  • Article
  • Open Access
9 Citations
6,044 Views
24 Pages

This study examines whether and how risk disclosures in Management Discussion and Analysis (MD&A) affected the stock price crash risk of China’s publicly listed firms over the period of 2017–2021. The empirical results show that risk...

  • Article
  • Open Access
15 Citations
5,861 Views
22 Pages

14 January 2022

Highway crashes, along with the property damage, personal injuries, and fatalities that they cause, continue to present one of the most significant and critical transportation problems. At the same time, provision of safe travel is one of the main go...

  • Article
  • Open Access
16 Citations
9,055 Views
16 Pages

Mapping Bicycle Crash Risk Patterns on the Local Scale

  • Martin Loidl,
  • Gudrun Wallentin,
  • Robin Wendel and
  • Bernhard Zagel

1 September 2016

Currently, mainly aggregated statistics are used for bicycle crash risk calculations. Thus, the understanding of spatial patterns at local scale levels remains vague. Using an agent-based flow model and a bicycle crash database covering 10 continuous...

  • Article
  • Open Access
3,666 Views
23 Pages

ESG has emerged as a key non-financial indicator, drawing significant investor focus. Disparities in ESG ratings may skew investor perceptions, potentially endangering stock values and financial market stability. This paper examines the link between...

  • Article
  • Open Access
36 Citations
9,889 Views
16 Pages

Impact of Pavement Surface Condition on Roadway Departure Crash Risk in Iowa

  • Ahmad Alhasan,
  • Inya Nlenanya,
  • Omar Smadi and
  • Cameron A. MacKenzie

Safety performance is a crucial component of highway network performance evaluation. Besides their devastating impact on roadway users, traffic crashes lead to substantial economic losses on both personal and societal levels. Due to the complexity of...

  • Article
  • Open Access
14 Citations
3,289 Views
17 Pages

International Diversification and Stock-Price Crash Risk

  • Alireza Askarzadeh,
  • Mostafa Kanaanitorshizi,
  • Maryam Tabarhosseini and
  • Dana Amiri

Despite the recent proliferation of research on internationalization, little attention has been paid to understanding the reasons behind the decrease in firm value accompanying international expansion. By delving into the underlying mechanisms and ap...

  • Article
  • Open Access
1 Citations
3,952 Views
25 Pages

In this study, we examine whether and how banks employ dividend payout policies in response to the risk of stock price crashes. Using a sample of U.S. banks, we find that banks increase their dividend payouts when faced with a higher risk of stock pr...

  • Article
  • Open Access
7 Citations
4,339 Views
14 Pages

Media Tone and Stock Price Crash Risk: Evidence from China

  • Ruwei Zhao,
  • Ruixin Fan,
  • Xiong Xiong,
  • Jianli Wang and
  • Jitka Hilliard

25 August 2023

Following the 2008 financial crisis, multiple studies have contributed to the research on stock price crashes. However, most of the studies on stock price crashes are from the corporate management perspective, focusing on factors such as the board&rs...

  • Article
  • Open Access
1 Citations
2,915 Views
12 Pages

An Empirical Investigation of Multinationality and Stock Price Crash Risk for MNCs in China

  • Larry Su,
  • Elmina Homapour,
  • Fabio Caraffini and
  • Francisco Chiclana

23 September 2022

There is a large volume of literature in international business on multinationality. There is an equally large volume of literature in finance on stock price crash risk. However, very few studies have attempted to provide a link between these two res...

  • Article
  • Open Access
3 Citations
3,241 Views
14 Pages

27 April 2022

This paper investigates the systemic risk contributions of each financial institution during the stock market crash in China using systemic risk beta. Based on the FARM-Selection (Factor Adjusted Regularized Model Selection) approach, we calculate th...

  • Article
  • Open Access
5 Citations
3,340 Views
25 Pages

9 June 2023

Pre-crash injury risk (IR) assessment is essential for guiding efforts toward active vehicle safety. This work aims to conduct crash severity assessment using pre-crash information and establish the intrinsic mechanism of IR with proper interpretatio...

  • Article
  • Open Access
3 Citations
4,431 Views
26 Pages

27 March 2025

Using a sample of S&P 500 stocks, this paper examines the investor sentiment spillover network between firms and assesses how the sentiment connectedness in the network impacts stock price crash risk. We demonstrate that firms with higher sentime...

  • Article
  • Open Access
48 Citations
10,595 Views
20 Pages

16 January 2019

We take Chinese A-share listed companies in years 2010–2015 as a sample to examine the relationship between Corporate Social Responsibility (CSR) information disclosure and stock price crash risk using the fixed effect model. The results show t...

  • Article
  • Open Access
5 Citations
5,465 Views
13 Pages

26 February 2020

The stock price crash constitutes one part of the complexity in the stock market. We aim to verify the threshold effect of leveraged trading on the stock price crash risk from the perspective of feedback trading. We empirically demonstrate that lever...

  • Article
  • Open Access
21 Citations
5,445 Views
17 Pages

14 December 2017

This study examines the effect of managerial ability on subsequent stock price crash risk using listed firm data in Korea. Compared to some financially advanced countries, the influence of managers is particularly more powerful in Korea, as ownership...

  • Article
  • Open Access
42 Citations
11,180 Views
15 Pages

We investigate the impact of corporate social responsibility (CSR) and corporate governance on stock price crash risk in manufacturing sector of India and Pakistan. We collect data of nine years from 2010 to 2018 from DataStream of 353 manufacturing...

  • Article
  • Open Access
474 Views
24 Pages

Unequal Grounds and Unstable Markets: Income Inequality and Stock Price Crash Risk

  • Alireza Askarzadeh,
  • Mostafa Kanaanitorshizi,
  • Fatemeh Askarzadeh and
  • Fatemeh Ebrahimi

This study analyzes the relationship between country-level income inequality and stock price crash risk using a comprehensive cross-country panel of 117,017 firm-year observations from 45 countries spanning 2000–2022. We document that firms hea...

  • Article
  • Open Access
541 Views
22 Pages

Does the Change in Financial Statement Format Influence Stock Price Crash Risk?

  • Qinqin Wu,
  • Manjing Xiao,
  • Wenli Zuo,
  • Lingling Dai and
  • Ping Cheng

By employing the 2017 reform of China’s financial statement presentation as an exogenous shock, we evaluate how the change shapes the likelihood of stock price crashes. Our analysis indicates that firms affected by the reform exhibit notably hi...

  • Article
  • Open Access
28 Citations
5,008 Views
20 Pages

Evaluating the Driving Risk of Near-Crash Events Using a Mixed-Ordered Logit Model

  • Hasan. A. H. Naji,
  • Qingji Xue,
  • Nengchao Lyu,
  • Chaozhong Wu and
  • Ke Zheng

13 August 2018

With the considerable increase in ownership of motor vehicles, traffic crashes have become a challenge. This paper presents a study of naturalistic driving conducted to collect driving data. The experiments were performed on different road types in t...

  • Article
  • Open Access
46 Citations
5,457 Views
13 Pages

Driving Anger, Aberrant Driving Behaviors, and Road Crash Risk: Testing of a Mediated Model

  • Tingru Zhang,
  • Alan H. S. Chan,
  • Hongjun Xue,
  • Xiaoyan Zhang and
  • Da Tao

With the dramatic increase in motorization, road traffic crashes have become the leading cause of death in China. To reduce the losses associated with road safety problems, it is important to understand the risk factors contributing to the high crash...

  • Article
  • Open Access
15 Citations
2,964 Views
12 Pages

Comparing Machine Learning Techniques for Predictions of Motorway Segment Crash Risk Level

  • Dimitrios Nikolaou,
  • Apostolos Ziakopoulos,
  • Anastasios Dragomanovits,
  • Julia Roussou and
  • George Yannis

20 May 2023

Motorways are typically the safest road environment in terms of injury crashes per million vehicle kilometres; however, given the high severity of crashes occurring therein, there is still space for road safety improvements. The objective of this stu...

  • Article
  • Open Access
17 Citations
3,286 Views
12 Pages

Explaining the Association between Driver’s Age and the Risk of Causing a Road Crash through Mediation Analysis

  • Karoline Gomes-Franco,
  • Mario Rivera-Izquierdo,
  • Luis Miguel Martín-delosReyes,
  • Eladio Jiménez-Mejías and
  • Virginia Martínez-Ruiz

It has been widely reported that younger and older drivers have an excess risk of causing a road crash. Two casual hypotheses may coexist: the riskier driving behaviors and age-related mechanisms in extreme age groups (direct path) and the different...

  • Article
  • Open Access
18 Citations
5,849 Views
16 Pages

This study examines the relationship between firm-level political connections and stock price crash risk in Indonesia. It employs the difference-in-difference design to deal with the self-selection bias issue regarding the choice of the firms to beco...

  • Article
  • Open Access
393 Views
19 Pages

24 December 2025

Climate shocks are increasingly recognized as systemic stressors that disrupt financial stability and undermine sustainable development. Using a comprehensive panel of Chinese listed firms from 2007 to 2023, this study examines how physical climate s...

  • Article
  • Open Access
49 Citations
10,115 Views
22 Pages

22 May 2018

As the core of sustainable development strategy, corporate social responsibility (CSR) is a concept that influences business missions, management, operations, finance, and marketing. Studies of the economic consequences of CSR have focused on the the...

  • Article
  • Open Access
7 Citations
3,604 Views
10 Pages

23 April 2024

This study uses machine learning to investigate the effects of firm and CEO characteristics on stock price crash risk by collecting massive data on publicly listed firms in China. The results show that eXtreme Gradient Boosting (XGBoost) is the most...

  • Article
  • Open Access
29 Citations
3,939 Views
17 Pages

This study investigates the interactive effect of ownership structure on the relationship between annual board report readability and stock price crash risk in companies listed on the Tehran Stock Exchange (TSE). The negative skewness model was used...

  • Article
  • Open Access
2 Citations
2,007 Views
29 Pages

This study investigates whether and how the complexity of derivative use influences the stock price crash risk in China’s capital market, a critical question given the growing use of derivatives in emerging economies where governance structures...

  • Article
  • Open Access
3,640 Views
24 Pages

Causal Impact of Stock Price Crash Risk on Cost of Equity: Evidence from Chinese Markets

  • Babatounde Ifred Paterne Zonon,
  • Xianzhi Wang,
  • Chuang Chen and
  • Mouhamed Bayane Bouraima

This study investigates the causal impact of stock price crash risk on the cost of equity (COE) in China’s segmented A- and B-share markets with an emphasis on ownership structures and market regimes. Employing a bootstrap panel Granger causali...

  • Article
  • Open Access
11 Citations
3,274 Views
13 Pages

Crash Risk Predictors in Older Drivers: A Cross-Sectional Study Based on a Driving Simulator and Machine Learning Algorithms

  • Vanderlei Carneiro Silva,
  • Aluane Silva Dias,
  • Julia Maria D’Andréa Greve,
  • Catherine L. Davis,
  • André Luiz de Seixas Soares,
  • Guilherme Carlos Brech,
  • Sérgio Ayama,
  • Wilson Jacob-Filho,
  • Alexandre Leopold Busse and
  • Angelica Castilho Alonso
  • + 2 authors

The ability to drive depends on the motor, visual, and cognitive functions, which are necessary to integrate information and respond appropriately to different situations that occur in traffic. The study aimed to evaluate older drivers in a driving s...

  • Article
  • Open Access
42 Citations
12,799 Views
16 Pages

Macroeconomic Factors and Stock Price Crash Risk: Do Managers Withhold Bad News in the Crisis-Ridden Iran Market?

  • Mahdi Moradi,
  • Andrea Appolloni,
  • Grzegorz Zimon,
  • Hossein Tarighi and
  • Maede Kamali

26 March 2021

The present study aims to investigate the effects of macroeconomic variables on stock price crash risk in the economically uncertain conditions of Iran’s market. This study also seeks to examine whether there is a significant relationship between som...

  • Article
  • Open Access
1,266 Views
20 Pages

Crash Risk Analysis in Highway Work Zones: A Predictive Model Based on Technical, Infrastructural, and Environmental Factors

  • Sofia Palese,
  • Margherita Pazzini,
  • Davide Chiola,
  • Claudio Lantieri,
  • Andrea Simone and
  • Valeria Vignali

3 July 2025

Road infrastructure is the foundation of the predominant modes of transport, and its effective management is crucial to meet mobility needs. Although necessary for reconstruction, maintenance, and expansion projects, roadworks produce negative impact...

  • Article
  • Open Access
798 Views
18 Pages

1 December 2025

Reducing stock price crash risk is vital for capital market stability, particularly in emerging economies such as China. This study investigates whether Employee Stock Ownership Plans (ESOPs) can mitigate crash risk by analyzing panel data from A-sha...

  • Review
  • Open Access
10 Citations
5,449 Views
20 Pages

Sharing the road with trucks is associated with increased risk of serious injury and death for passenger vehicle drivers. However, the onus for minimising risk lies not just with truck drivers; other drivers must understand the unique performance lim...

  • Article
  • Open Access
8 Citations
5,682 Views
17 Pages

13 November 2021

The literature on the link between corporate social responsibility (CSR) disclosure and stock price crash risk suggests that it is far more complicated than a plain one-to-one relationship. In this study, we examine how CSR disclosure affects the sto...

  • Article
  • Open Access
10 Citations
4,334 Views
18 Pages

26 November 2020

This paper investigates the impacts of heavy vehicles (HV) on speed variation and assesses the rear-end crash risk for four vehicle-following patterns in a heterogeneous traffic flow condition using three surrogate safety measures: speed variation, t...

  • Article
  • Open Access
1,427 Views
33 Pages

Data Asset Disclosure and Stock Price Crash Risk: A Double Machine Learning Study of Chinese A Share Firms

  • Junzuo Zhou,
  • Zhaoyang Zhu,
  • Huimeng Wang,
  • Yuki Gong,
  • Yuge Zhang and
  • Frank Li

In the digital economy, data assets have become key drivers of firm competitiveness and market stability. This study examines the association between data asset information disclosure and stock price crash risk. Using annual reports of Chinese A-shar...

  • Article
  • Open Access
2 Citations
2,248 Views
29 Pages

19 November 2024

Despite the implementation of numerous interventions to enhance urban traffic safety, the estimation of the risk of traffic crashes resulting in life-threatening and economic costs remains a significant challenge. In light of the above, an online inf...

  • Article
  • Open Access
743 Views
17 Pages

CSR and Stock Price Crash Risk: Does the Firm Life Cycle Matter? An Emerging Economy Perspective

  • Muhammad Zahid Iqbal,
  • Sadia Ashraf,
  • Abaid Ullah,
  • Syed Sikander Ali Shah and
  • Tamas-Szora Attila

Corporate social responsibility (CSR) plays a growing role in fostering transparency, stakeholder trust, and long-term firm sustainability, particularly in emerging markets. Firms that actively engage in CSR are more likely to disclose credible finan...

  • Article
  • Open Access
42 Citations
6,813 Views
16 Pages

Electric scooters (or e-scooters) are among the most popular micromobility options that have experienced an enormous expansion in urban transportation systems across the world in recent years. Along with the increased usage of e-scooters, the increas...

  • Article
  • Open Access
10 Citations
3,379 Views
21 Pages

Risk Levels Classification of Near-Crashes in Naturalistic Driving Data

  • Hasan A. H. Naji,
  • Qingji Xue,
  • Nengchao Lyu,
  • Xindong Duan and
  • Tianfeng Li

16 May 2022

Identifying dangerous events from driving behavior data has become a vital challenge in intelligent transportation systems. In this study, we compared machine and deep learning-based methods for classifying the risk levels of near-crashes. A dataset...

  • Article
  • Open Access
2 Citations
3,454 Views
13 Pages

18 September 2021

Unlike door crash accidents predominantly involving bicycles in Australia, the UK, and other Western countries, cases in Taiwan are far more fatal as they usually involve motorcycles. This is due to the unique anthropogeography and transportation pat...

  • Article
  • Open Access
6 Citations
13,111 Views
16 Pages

Political risk, one of the most significant uncertainty shocks, affects firms’ future attitudes toward risks and plays a crucial role in their decision making. A stock price crash risk is a classical topic in financial markets; therefore, this...

  • Article
  • Open Access
21 Citations
5,703 Views
13 Pages

Analyzing Risk Factors for Fatality in Urban Traffic Crashes: A Case Study of Wuhan, China

  • Zhensheng Wang,
  • Yang Yue,
  • Qingquan Li,
  • Ke Nie,
  • Wei Tu and
  • Shi Liang

How to maintain public transit safety and sustainability has become a major concern for the department of Road Traffic Administration. This study aims to analyze the risk factors that contribute to fatality in road traffic crashes using a 5-year poli...

  • Article
  • Open Access
5 Citations
3,051 Views
21 Pages

Studies have explored the factors influencing the safety of PTWs; however, very little has been carried out to comprehensively investigate the factors influencing fatal PTW crashes while considering the fault status of the rider in crash hotspot area...

  • Article
  • Open Access
4 Citations
3,544 Views
13 Pages

5 May 2021

Similar crashes or incidents may recur as a result of insufficient communication in uncertain and risky situations that potentially threaten safety. The common root causes of insufficient communication across a series of incidents and crashes must be...

  • Article
  • Open Access
6 Citations
4,427 Views
14 Pages

Intersection and non-intersection locations are commonly used as spatial units of analysis for modeling pedestrian crashes. While both location types have been previously studied, comparing results is difficult given the different data and methods us...

  • Article
  • Open Access
10 Citations
6,937 Views
16 Pages

4 February 2021

Several studies have shown that European police crash reports provide different detail degrees of work zone crash-related data. In this sense, the present study aims to verify the possibility of identifying significant risk factors involved in the oc...

  • Article
  • Open Access
4 Citations
3,329 Views
10 Pages

The Medical Referral Process and Motor-Vehicle Crash Risk for Drivers with Dementia

  • Jonathan Davis,
  • Cara Hamann,
  • Brandon Butcher and
  • Corinne Peek-Asa

13 November 2020

Cognitive and physical impairment can occur with dementia and reduce driving ability. In the United States, individual states have procedures to refer and evaluate drivers who may no longer be fit to drive. The license review process is not well unde...

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