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Road anger constitutes one of the determinant factors related to safety outcomes (e.g., accidents, near misses). Although cyclists are considered vulnerable road users due to their relatively high rate of fatalities in traffic, previous research has solely focused on car drivers, and no study has yet investigated the effect of anger on cyclists' safety outcomes. The present research aims to investigate, for the first time, the effects of cycling anger toward different types of road users on near misses involving such road users and near misses in general. Using a daily diary web-based questionnaire, we collected data about daily trips, bicycle use, near misses experienced, cyclist's anger and demographic information from 254 Spanish cyclists. Poisson regression was used to assess the association of cycling anger with near misses, which is a count variable. No relationship was found between general cycling anger and near misses occurrence. Anger toward specific road users had different effects on the probability of near misses with different road users. Anger toward the interaction with car drivers increased the probability of near misses involving cyclists and pedestrians. Anger toward interaction with pedestrians was associated with higher probability of near misses with pedestrians. Anger toward cyclists exerted no effect on the probability of near misses with any road user (i.e., car drivers, cyclists or pedestrians), whereas anger toward the interactions with the police had a diminishing effect on the occurrence of near misses' involving all types of road users. The present study demonstrated that the effect of road anger on safety outcomes among cyclists is different from that of motorists. Moreover, the target of anger played an important role on safety both for the cyclist and the specific road users. Possible explanations for these differences are based on the difference in status and power with motorists, as well as on the potential displaced aggression produced by the fear of retaliation by motorized vehicle users.
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http://dx.doi.org/10.3389/fpsyg.2017.02203 | DOI Listing |
Accid Anal Prev
September 2025
Industrial and Manufacturing Systems Engineering Department, University of Michigan-Dearborn, 4901 Evergreen Rd, Dearborn, 48128, MI, USA; University of Michigan Transportation Research Institute, 2901 Baxter Rd, Ann Arbor, 48109, MI, USA. Electronic address:
Pedestrian injuries remain a public health concern, with child pedestrians being particularly vulnerable due to their unique physical and cognitive characteristics. This study presents a comprehensive analysis comparing injury severity patterns between child (≤14 years) and non-child (>14 years) pedestrians using Lasso logistic regression and advanced machine learning techniques, specifically Catboost with SHAP (SHapley Additive exPlanations) values to interpret the models. By analyzing six years of national crash data from the Crash Report Sampling System (CRSS) from 2016 to 2021, we identify significant factors influencing injury outcomes for both age groups.
View Article and Find Full Text PDFPLoS One
September 2025
Key Laboratory of Road and Traffic Engineering of the Ministry of Education, Tongji University, Shanghai, China.
The COVID-19 pandemic has caused unprecedented disruptions to individual travel behavior in the public transport (PT) system. To attract more travelers to use PT in the post-pandemic era, it is necessary to understand the heterogeneity of travel behavior changes among various user segments and across different pandemic periods. This paper presents a two-step analysis framework for discovering the inter-segment and intra-segment changes in travel patterns of PT users based on ticketing data.
View Article and Find Full Text PDFBMC Med
September 2025
Department of Hepatobiliary Surgery, Peking University People's Hospital, Beijing, China.
Background: Hepatocellular carcinoma (HCC) remains a major contributor to global cancer mortality, with liver transplantation (LT) offering curative potential for patients in the early stages. While immune checkpoint inhibitors (ICIs) are effective in managing tumor progression, concerns about graft rejection persist. This study investigates how peri-LT ICIs administration affects rejection rates and survival outcomes in HCC patients.
View Article and Find Full Text PDFSci Rep
September 2025
Center of Excellence in Trauma and Accidents, King Abdulaziz University, 21589, Jeddah, Saudi Arabia.
Road traffic crashes claim around 1.19 million lives annually worldwide, with over half of the fatalities involving vulnerable road users (VRUs). While several studies have explored the risk factors associated with specific categories of VRUs in Pakistan, research focusing on VRUs collectively, considering all categories and their unique safety challenges, remains limited.
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