IDEAS home Printed from https://ideas.repec.org/a/gam/jijerp/v18y2021i13p6752-d580550.html
   My bibliography  Save this article

Modelling the Relationship between the Nature of Work Factors and Driving Performance Mediating by Role of Fatigue

Author

Listed:
  • Al-Baraa Abdulrahman Al-Mekhlafi

    (Department of Management & Humanities, Universiti Teknologi PETRONAS, Seri Iskandar 32610, Perak, Malaysia)

  • Ahmad Shahrul Nizam Isha

    (Department of Management & Humanities, Universiti Teknologi PETRONAS, Seri Iskandar 32610, Perak, Malaysia)

  • Nicholas Chileshe

    (UniSA STEM, Scarce Resources and Circular Economy (ScaRCE), University of South Australia, Adelaide 5001, Australia)

  • Mohammed Abdulrab

    (Management Department, Community College of Qatar, Doha 00974, Qatar)

  • Anwar Ameen Hezam Saeed

    (Department of Chemical Engineering, Universiti Teknologi PETRONAS, Seri Iskandar 32610, Perak, Malaysia)

  • Ahmed Farouk Kineber

    (Department of Civil & Environmental Engineering, Universiti Teknologi PETRONAS, Seri Iskandar 32610, Perak, Malaysia)

Abstract

Driving fatigue is a serious issue for the transportation sector, decreasing the driver’s performance and increasing accident risk. This study aims to investigate how fatigue mediates the relationship between the nature of work factors and driving performance. The approach included a review of the previous studies to select the dimensional items for the data collection instrument. A pilot test to identify potential modification to the questionnaire was conducted, then structural equation modelling (SEM) was performed on a stratified sample of 307 drivers, to test the suggested hypotheses. Based on the results, five hypotheses have indirect relationships, four of which have a significant effect. Besides, the results show that driving fatigue partially mediates the relationship between the work schedule and driving performance and fully mediates in the relationship between work activities and driving performance. The nature of work and human factors is the most common reason related to road accidents. Therefore, the emphasis on driving performance and fatigue factors would thereby lead to preventing fatal crashes and life loss.

Suggested Citation

  • Al-Baraa Abdulrahman Al-Mekhlafi & Ahmad Shahrul Nizam Isha & Nicholas Chileshe & Mohammed Abdulrab & Anwar Ameen Hezam Saeed & Ahmed Farouk Kineber, 2021. "Modelling the Relationship between the Nature of Work Factors and Driving Performance Mediating by Role of Fatigue," IJERPH, MDPI, vol. 18(13), pages 1-17, June.
  • Handle: RePEc:gam:jijerp:v:18:y:2021:i:13:p:6752-:d:580550
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1660-4601/18/13/6752/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/1660-4601/18/13/6752/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Mikalef, Patrick & Pateli, Adamantia, 2017. "Information technology-enabled dynamic capabilities and their indirect effect on competitive performance: Findings from PLS-SEM and fsQCA," Journal of Business Research, Elsevier, vol. 70(C), pages 1-16.
    2. Nengchao Lyu & Lian Xie & Chaozhong Wu & Qiang Fu & Chao Deng, 2017. "Driver’s Cognitive Workload and Driving Performance under Traffic Sign Information Exposure in Complex Environments: A Case Study of the Highways in China," IJERPH, MDPI, vol. 14(2), pages 1-25, February.
    3. Zhuofan Liu & Wei Yuan & Yong Ma, 2021. "Drivers’ Attention Strategies before Eyes-off-Road in Different Traffic Scenarios: Adaptation and Anticipation," IJERPH, MDPI, vol. 18(7), pages 1-15, April.
    4. Mohanad Kamil Buniya & Idris Othman & Serdar Durdyev & Riza Yosia Sunindijo & Syuhaida Ismail & Ahmed Farouk Kineber, 2021. "Safety Program Elements in the Construction Industry: The Case of Iraq," IJERPH, MDPI, vol. 18(2), pages 1-13, January.
    5. Youkyung Kim & Sangeun Lee & Jeeyeon Lim & Soyeon Park & Sojeong Seong & Youngshin Cho & Heejung Kim, 2021. "Factors Associated with Poor Quality of Sleep in Construction Workers: A Secondary Data Analysis," IJERPH, MDPI, vol. 18(5), pages 1-12, February.
    6. Astrachan, Claudia Binz & Patel, Vijay K. & Wanzenried, Gabrielle, 2014. "A comparative study of CB-SEM and PLS-SEM for theory development in family firm research," Journal of Family Business Strategy, Elsevier, vol. 5(1), pages 116-128.
    7. Benjamin D. Blair & John Hughes & William B. Allshouse & Lisa M. McKenzie & John L. Adgate, 2018. "Truck and Multivehicle Truck Accidents with Injuries Near Colorado Oil and Gas Operations," IJERPH, MDPI, vol. 15(9), pages 1-8, August.
    8. Necmi K. Avkiran & Christian M. Ringle (ed.), 2018. "Partial Least Squares Structural Equation Modeling," International Series in Operations Research and Management Science, Springer, number 978-3-319-71691-6, March.
    9. Michael Savic & Rowan P. Ogeil & Megan J. Sechtig & Peta Lee-Tobin & Nyssa Ferguson & Dan I. Lubman, 2019. "How Do Nurses Cope with Shift Work? A Qualitative Analysis of Open-Ended Responses from a Survey of Nurses," IJERPH, MDPI, vol. 16(20), pages 1-17, October.
    10. Sarstedt, Marko & Ringle, Christian M. & Smith, Donna & Reams, Russell & Hair, Joseph F., 2014. "Partial least squares structural equation modeling (PLS-SEM): A useful tool for family business researchers," Journal of Family Business Strategy, Elsevier, vol. 5(1), pages 105-115.
    11. Shengdi Chen & Shiwen Zhang & Yingying Xing & Jian Lu, 2020. "Identifying the Factors Contributing to the Severity of Truck-Involved Crashes in Shanghai River-Crossing Tunnel," IJERPH, MDPI, vol. 17(9), pages 1-15, May.
    12. John Hulland, 1999. "Use of partial least squares (PLS) in strategic management research: a review of four recent studies," Strategic Management Journal, Wiley Blackwell, vol. 20(2), pages 195-204, February.
    13. Mengzhu Guo & Shiwu Li & Linhong Wang & Meng Chai & Facheng Chen & Yunong Wei, 2016. "Research on the Relationship between Reaction Ability and Mental State for Online Assessment of Driving Fatigue," IJERPH, MDPI, vol. 13(12), pages 1-15, November.
    14. Hessels, Jolanda & Rietveld, Cornelius A. & van der Zwan, Peter, 2017. "Self-employment and work-related stress: The mediating role of job control and job demand," Journal of Business Venturing, Elsevier, vol. 32(2), pages 178-196.
    15. Minhyuk Jung & Soram Lim & Seokho Chi, 2020. "Impact of Work Environment and Occupational Stress on Safety Behavior of Individual Construction Workers," IJERPH, MDPI, vol. 17(22), pages 1-21, November.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Ahmed Farouk Kineber & Ernest Kissi & Mohammed Magdy Hamed, 2022. "Identifying and Assessing Sustainability Implementation Barriers for Residential Building Project: A Case of Ghana," Sustainability, MDPI, vol. 14(23), pages 1-19, November.
    2. Li Yang & Xue Wang & Junqi Zhu & Liyan Sun & Zhiyuan Qin, 2022. "Comprehensive Evaluation of Deep Coal Miners’ Unsafe Behavior Based on HFACS-CM-SEM-SD," IJERPH, MDPI, vol. 19(17), pages 1-29, August.
    3. Mauricio A. Ramírez-Moreno & Patricio Carrillo-Tijerina & Milton Osiel Candela-Leal & Myriam Alanis-Espinosa & Juan Carlos Tudón-Martínez & Armando Roman-Flores & Ricardo A. Ramírez-Mendoza & Jorge de, 2021. "Evaluation of a Fast Test Based on Biometric Signals to Assess Mental Fatigue at the Workplace—A Pilot Study," IJERPH, MDPI, vol. 18(22), pages 1-20, November.
    4. Anwar Ameen Hezam Saeed & Noorfidza Yub Harun & Suriati Sufian & Muhammad Roil Bilad & Zaki Yamani Zakaria & Ahmad Hussaini Jagaba & Aiban Abdulhakim Saeed Ghaleb & Haetham G. Mohammed, 2021. "Pristine and Magnetic Kenaf Fiber Biochar for Cd 2+ Adsorption from Aqueous Solution," IJERPH, MDPI, vol. 18(15), pages 1-20, July.
    5. Li Yang & Sumaiya Bashiru Danwana & Fadilul-lah Yassaanah Issahaku & Sundas Matloob & Junqi Zhu, 2022. "Investigating the Effects of Personality on the Safety Behavior of Gold Mine Workers: A Moderated Mediation Approach," IJERPH, MDPI, vol. 19(23), pages 1-21, November.
    6. Ibukun O. Famakin & Idris Othman & Ahmed Farouk Kineber & Ayodeji Emmanuel Oke & Oludolapo Ibrahim Olanrewaju & Mohammed Magdy Hamed & Taiwo Matthew Olayemi, 2023. "Building Information Modeling Execution Drivers for Sustainable Building Developments," Sustainability, MDPI, vol. 15(4), pages 1-18, February.
    7. Ahmed Farouk Kineber & Ayodeji Emmanuel Oke & Mohammed Magdy Hamed & Ehab Farouk Rached & Ali Elmansoury, 2023. "Modeling the Impact of Overcoming the Green Walls Implementation Barriers on Sustainable Building Projects: A Novel Mathematical Partial Least Squares—SEM Method," Mathematics, MDPI, vol. 11(3), pages 1-21, January.
    8. Yinghui Song & Junwu Wang & Denghui Liu & Feng Guo, 2022. "Study of Occupational Safety Risks in Prefabricated Building Hoisting Construction Based on HFACS-PH and SEM," IJERPH, MDPI, vol. 19(3), pages 1-24, January.
    9. Ahmed Farouk Kineber & Saeed Reza Mohandes & Mohammed Magdy Hamed & Atul Kumar Singh & Soha Elayoty, 2022. "Identifying and Assessing the Critical Criteria for Material Selection in Storm Drainage Networks: A Stationary Analysis Approach," Sustainability, MDPI, vol. 14(21), pages 1-18, October.
    10. Gehad Mohammed Ahmed Naji & Ahmad Shahrul Nizam Isha & Mysara Eissa Mohyaldinn & Stavroula Leka & Muhammad Shoaib Saleem & Syed Mohamed Nasir Bin Syed Abd Rahman & Mohammed Alzoraiki, 2021. "Impact of Safety Culture on Safety Performance; Mediating Role of Psychosocial Hazard: An Integrated Modelling Approach," IJERPH, MDPI, vol. 18(16), pages 1-20, August.
    11. Jurijus Zaranka & Robertas Pečeliūnas & Vidas Žuraulis, 2021. "A Road Safety-Based Selection Methodology for Professional Drivers: Behaviour and Accident Rate Analysis," IJERPH, MDPI, vol. 18(23), pages 1-18, November.
    12. Ahmed Farouk Kineber & Ayodeji Emmanuel Oke & Mohammed Magdy Hamed & Ehab Farouk Rached & Ali Elmansoury & Ashraf Alyanbaawi, 2022. "A Partial Least Squares Structural Equation Modeling of Robotics Implementation for Sustainable Building Projects: A Case in Nigeria," Sustainability, MDPI, vol. 15(1), pages 1-24, December.
    13. El-Awady Attia & Ali Alarjani & Md. Sharif Uddin & Ahmed Farouk Kineber, 2023. "Determining the Stationary Enablers of Resilient and Sustainable Supply Chains," Sustainability, MDPI, vol. 15(4), pages 1-23, February.
    14. Ahmed Farouk Kineber & Ayodeji Oke & John Aliu & Mohammed Magdy Hamed & Eguonor Oputu, 2023. "Exploring the Adoption of Cyber (Digital) Technology for Sustainable Construction: A Structural Equation Modeling of Critical Success Factors," Sustainability, MDPI, vol. 15(6), pages 1-28, March.
    15. Tanja Baertsch & Marino Menozzi & Signe Maria Ghelfi, 2022. "Towards the Validation of an Observational Tool to Detect Impaired Drivers—An Online Video Study," IJERPH, MDPI, vol. 19(12), pages 1-17, June.
    16. El-Awady Attia & Md Sharif Uddin, 2024. "Hybrid Assessment for Strengthening Supply Chain Resilience and Sustainability: A Comprehensive Analysis," Sustainability, MDPI, vol. 16(10), pages 1-28, May.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Xingwei Li & Jianguo Du & Hongyu Long, 2020. "Mechanism for Green Development Behavior and Performance of Industrial Enterprises (GDBP-IE) Using Partial Least Squares Structural Equation Modeling (PLS-SEM)," IJERPH, MDPI, vol. 17(22), pages 1-19, November.
    2. Basco, Rodrigo & Hair, Joseph F. & Ringle, Christian M. & Sarstedt, Marko, 2022. "Advancing family business research through modeling nonlinear relationships: Comparing PLS-SEM and multiple regression," Journal of Family Business Strategy, Elsevier, vol. 13(3).
    3. Hair, Joseph F. & Astrachan, Claudia Binz & Moisescu, Ovidiu I. & Radomir, Lăcrămioara & Sarstedt, Marko & Vaithilingam, Santha & Ringle, Christian M., 2021. "Executing and interpreting applications of PLS-SEM: Updates for family business researchers," Journal of Family Business Strategy, Elsevier, vol. 12(3).
    4. Muhammad Talha Khan & Muhammad Dawood Idrees & Muhammad Rauf & Abdul Sami & Arsalan Ansari & Atif Jamil, 2022. "Green Supply Chain Management Practices’ Impact on Operational Performance with the Mediation of Technological Innovation," Sustainability, MDPI, vol. 14(6), pages 1-22, March.
    5. Adilson Carlos Yoshikuni & José Eduardo Ricciardi Favaretto & Alberto Luiz Albertin & Fernando de Souza Meirelles, 2022. "How can Strategy-as-Practice Enable Innovation under the Influence of Environmental Dynamism?," RAC - Revista de Administração Contemporânea (Journal of Contemporary Administration), ANPAD - Associação Nacional de Pós-Graduação e Pesquisa em Administração, vol. 26(1), pages 200131-2001.
    6. Asif Khan & Chih-Cheng Chen & Kwanrat Suanpong & Athapol Ruangkanjanases & Santhaya Kittikowit & Shih-Chih Chen, 2021. "The Impact of CSR on Sustainable Innovation Ambidexterity: The Mediating Role of Sustainable Supply Chain Management and Second-Order Social Capital," Sustainability, MDPI, vol. 13(21), pages 1-25, November.
    7. Diego Norena-Chavez, 2022. "Influence of SARS-CoV-2 on the Mediating Effect of Entrepreneurial Passion in the Relationship between Entrepreneurial Self-Efficacy and Innovative Behavior," International Journal of Economics & Business Administration (IJEBA), International Journal of Economics & Business Administration (IJEBA), vol. 0(1), pages 125-139.
    8. José Roberto Frega & Alex Antonio Ferraresi & Carlos Olavo Quandt & Claudimar Pereira da Veiga, 2018. "Relationships Among Knowledge Management, Organisational Innovativeness and Performance: Covariance-Based Versus Partial Least-Squares Structural Equation Modelling," Journal of Information & Knowledge Management (JIKM), World Scientific Publishing Co. Pte. Ltd., vol. 17(01), pages 1-19, March.
    9. Shami, Mohammad Reza & Rad, Vahid Bigdeli & Moinifar, Maryam, 2022. "The structural model of indicators for evaluating the quality of urban smart living," Technological Forecasting and Social Change, Elsevier, vol. 176(C).
    10. Gazi Md. Shakhawat Hossain & Md. Nayem Hossen & Md. Sharifur Rahman & Maruf Hasan, 2019. "Structural Equation Modeling (SEM) Approach to Examining the Factors’ Affecting Work Life Balance among Female Teachers’: An Empirical Study," International Journal of Science and Business, IJSAB International, vol. 3(6), pages 140-152.
    11. Felipe Hernández-Perlines & Manuel Alejandro Ibarra Cisneros, 2018. "The Role of Environment in Sustainable Entrepreneurial Orientation. The Case of Family Firms," Sustainability, MDPI, vol. 10(6), pages 1-16, June.
    12. Oksana Seroka‐Stolka, 2023. "Towards sustainability: An environmental strategy choice, environmental performance, and the moderating role of stakeholder pressure," Business Strategy and the Environment, Wiley Blackwell, vol. 32(8), pages 5992-6007, December.
    13. Ascensión Barroso & Óscar R. González-López & Ramón Sanguino & María Buenadicha-Mateos, 2018. "Analysis and Evaluation of the Largest 500 Family Firms’ Websites through PLS-SEM Technique," Sustainability, MDPI, vol. 10(2), pages 1-22, February.
    14. Luigino Barisan & Marco Lucchetta & Cristian Bolzonella & Vasco Boatto, 2019. "How Does Carbon Footprint Create Shared Values in the Wine Industry? Empirical Evidence from Prosecco Superiore PDO’s Wine District," Sustainability, MDPI, vol. 11(11), pages 1-13, May.
    15. Mifsud, Matthieu & Molines, Mathieu & Cases, Anne-Sophie & N'Goala, Gilles, 2019. "It's MY health care program: Enhancing patient adherence through psychological ownership," Social Science & Medicine, Elsevier, vol. 232(C), pages 307-315.
    16. Akbari Ahmadabadi, Ali & Heravi, Gholamreza, 2019. "Risk assessment framework of PPP-megaprojects focusing on risk interaction and project success," Transportation Research Part A: Policy and Practice, Elsevier, vol. 124(C), pages 169-188.
    17. Cheon Yu & Yun Seop Hwang, 2019. "Do the Social Responsibility Efforts of the Destination Affect the Loyalty of Tourists?," Sustainability, MDPI, vol. 11(7), pages 1-17, April.
    18. Ethel N Abe & Isaac I Abe & Ziska Fields & Ganiyu O Idris, 2018. "Work-Family Stressors and Work-Family Satisfaction: Effect of Sense of Coherence at a Metropolitan Municipality," Journal of Economics and Behavioral Studies, AMH International, vol. 10(2), pages 74-88.
    19. Jean-Marie Nkongolo-Bakenda & Elie V. Chrysostome, 2020. "Exploring the organizing and strategic factors of diasporic transnational entrepreneurs in Canada: An empirical study," Journal of International Entrepreneurship, Springer, vol. 18(3), pages 336-372, September.
    20. Jabeen, Gul & Ahmad, Munir & Zhang, Qingyu, 2021. "Perceived critical factors affecting consumers’ intention to purchase renewable generation technologies: Rural-urban heterogeneity," Energy, Elsevier, vol. 218(C).

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jijerp:v:18:y:2021:i:13:p:6752-:d:580550. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.