Investigating the Nexus between Traffic Accidents and Tourism in Jordan: Evidence from the ARDL Approach

Several studies have examined various variables to investigate the factors contributing to traffic accidents. This paper adapts the autoregressive distributed lag (ARDL) technique to examine the long-term and dynamic relationship between traffic accident indicators and tourism in Jordan. Three levels of accidents have been studied, including fatalities, severe injuries, and minor injuries, against the following independent variables: overnight visitors, same-day visitors, tourism income, and tourist rental cars. Monthly data has been collected, covering the period from 2012 to 2021. The ARDL estimates showed the presence of long-run cointegration between variables for all accident indicators. Furthermore, the ARDL estimates on the long and short run indicate a varying effect of the considered explanatory variables by accident type. The results indicate that increased tourism income has a positive effect on the risk of minor accidents in the short-term but a negative effect on fatalities and serious accidents in the long-term. Granger causality results show a strong unidirectional effect of overnight visitors, single-day visitors, and tourism income on traffic accident indicators. The results of this study can help policymakers understand the impact of some tourism variables on traffic accidents and vice versa.

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Publication Details

Journal
Journal of Engineering Project and Production Management
Published
2025-06-30
DOI
https://doi.org/10.32738/jeppm-2025-0021
Citations
1
Primary Topic
Organizational and Employee Performance
Type
article
Field-Weighted Citation Impact
2.48
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article

Investigating the Nexus between Traffic Accidents and Tourism in Jordan: Evidence from the ARDL Approach

1 citations
Journal of Engineering Project and Production Management
Organizational and Employee Performance
2.48
article

Investigating the Nexus between Traffic Accidents and Tourism in Jordan: Evidence from the ARDL Approach

article en
1 citations

Abstract

Several studies have examined various variables to investigate the factors contributing to traffic accidents. This paper adapts the autoregressive distributed lag (ARDL) technique to examine the long-term and dynamic relationship between traffic accident indicators and tourism in Jordan. Three levels of accidents have been studied, including fatalities, severe injuries, and minor injuries, against the following independent variables: overnight visitors, same-day visitors, tourism income, and tourist rental cars. Monthly data has been collected, covering the period from 2012 to 2021. The ARDL estimates showed the presence of long-run cointegration between variables for all accident indicators. Furthermore, the ARDL estimates on the long and short run indicate a varying effect of the considered explanatory variables by accident type. The results indicate that increased tourism income has a positive effect on the risk of minor accidents in the short-term but a negative effect on fatalities and serious accidents in the long-term. Granger causality results show a strong unidirectional effect of overnight visitors, single-day visitors, and tourism income on traffic accident indicators. The results of this study can help policymakers understand the impact of some tourism variables on traffic accidents and vice versa.

Journal of Engineering Project and Production Management
Al-Zaytoonah University of Jordan (JO)
Decent work and economic growth
Openalex Percentile: Top 10%
Organizational and Employee Performance
2.48
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Investigating the Nexus between Traffic Accidents and Tourism in Jordan: Evidence from the ARDL Approach · Journal of Engineering Project and Production Management (2025) | TGRS Research Map | TGRS