IDEAS home Printed from https://ideas.repec.org/a/gam/jijerp/v19y2022i23p16054-d989680.html
   My bibliography  Save this article

Investigating the Effects of Personality on the Safety Behavior of Gold Mine Workers: A Moderated Mediation Approach

Author

Listed:
  • Li Yang

    (School of Economics and Management, Anhui University of Science and Technology, Huainan 232001, China)

  • Sumaiya Bashiru Danwana

    (School of Economics and Management, Anhui University of Science and Technology, Huainan 232001, China)

  • Fadilul-lah Yassaanah Issahaku

    (School of Mathematics and Big Data, Anhui University of Science and Technology, Huainan 232001, China)

  • Sundas Matloob

    (School of Economics and Management, Anhui University of Science and Technology, Huainan 232001, China)

  • Junqi Zhu

    (School of Economics and Management, Anhui University of Science and Technology, Huainan 232001, China)

Abstract

Based on prior research on the relationship between personality and safety behavior, we construct a moderated mediation model that tests the effects of each of the Big Five personality traits (openness, conscientiousness, agreeableness, extraversion, and neuroticism) on the safety behavior of gold miners in Ghana. The model included safety competency as a mediator between the five personality traits and safety behavior. Management commitment to safety was used as a moderator to test the strength of the mediation of safety competency. Data was collected from 344 individuals employed across six large-scale gold mining companies in Ghana using a questionnaire survey. Amos 26 was used to conduct confirmatory factor analysis. The hypotheses were tested using Hayes PROCESS macros models 4 and 7 on SPSS 26. Findings show that openness and extraversion have an insignificant direct influence on safety behavior. Neuroticism negatively affects safety behavior. In contrast, conscientiousness and agreeableness positively affect safety behavior. Mediation analysis revealed that safety competency partially mediates the relationships between (1) conscientiousness and safety behavior and (2) agreeableness and safety behavior. The relationship between extraversion and safety behavior is fully mediated by safety competency. Additionally, we discovered that management safety commitment has a significant conditional indirect effect (Index of moderated mediation = 0.168 95% CI = [0.122;0.222]) on the relationship between conscientiousness and safety behavior through safety competency. Management safety commitment also significantly moderated (Index of moderated mediation = 0.075 95% CI = [0.021;0.120]) the relationship between agreeableness and safety behavior through safety competency.

Suggested Citation

  • 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.
  • Handle: RePEc:gam:jijerp:v:19:y:2022:i:23:p:16054-:d:989680
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1660-4601/19/23/16054/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/1660-4601/19/23/16054/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. 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.
    2. Ismail, Siti Noraishah & Ramli, Azizan & Aziz, Hanida Abdul, 2021. "Influencing factors on safety culture in mining industry: A systematic literature review approach," Resources Policy, Elsevier, vol. 74(C).
    3. Fazil A. Rahman & Kadir Arifin & Azlan Abas & Mahfudz Mahfudz & Muhammad Basir Cyio & Muhammad Khairil & Muhammad Nur Ali & Ilyas Lampe & Muhammad Ahsan Samad, 2022. "Sustainable Safety Management: A Safety Competencies Systematic Literature Review," Sustainability, MDPI, vol. 14(11), pages 1-17, June.
    4. Lu Peng & Alan H.S. Chan, 2019. "Exerting Explanatory Accounts of Safety Behavior of Older Construction Workers within the Theory of Planned Behavior," IJERPH, MDPI, vol. 16(18), pages 1-19, September.
    5. Pereira, Vijay & Bamel, Umesh & Paul, Happy & Varma, Arup, 2022. "Personality and safety behavior: An analysis of worldwide research on road and traffic safety leading to organizational and policy implications," Journal of Business Research, Elsevier, vol. 151(C), pages 185-196.
    Full references (including those not matched with items on IDEAS)

    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. Huaiyuan Zhai & Mengjie Li & Shengyue Hao & Mingli Chen & Lingchen Kong, 2021. "How Does Metro Maintenance Staff’s Risk Perception Influence Safety Citizenship Behavior—The Mediating Role of Safety Attitude," IJERPH, MDPI, vol. 18(10), pages 1-20, May.
    2. Mohamad Azrin Ahamad & Kadir Arifin & Azlan Abas & Mahfudz Mahfudz & Muhammad Basir Cyio & Muhammad Khairil & Muhammad Nur Ali & Ilyas Lampe & Muhammad Ahsan Samad, 2022. "Systematic Literature Review on Variables Impacting Organization’s Zero Accident Vision in Occupational Safety and Health Perspectives," Sustainability, MDPI, vol. 14(13), pages 1-28, June.
    3. 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.
    4. 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.
    5. Wang, Yuxin & Fu, Gui & Lyu, Qian & Wu, Yali & Jia, Qinsong & Yang, Xiaoyu & Li, Xiao, 2022. "Reform and development of coal mine safety in China: An analysis from government supervision, technical equipment, and miner education," Resources Policy, Elsevier, vol. 77(C).
    6. 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.
    7. 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.
    8. Małgorzata Jasiulewicz-Kaczmarek & Katarzyna Antosz & Ryszard Wyczółkowski & Małgorzata Sławińska, 2022. "Integrated Approach for Safety Culture Factor Evaluation from a Sustainability Perspective," IJERPH, MDPI, vol. 19(19), pages 1-30, September.
    9. 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.
    10. Marchel Bentoy & Marlon Mata & Jayson Bayogo & Roel Vasquez & Rose Mary Almacen & Samantha Shane Evangelista & Charldy Wenceslao & Jannen Batoon & Maria Diana Lauro & Kafferine Yamagishi & Gamaliel Go, 2022. "Complex Cause-Effect Relationships of Social Capital, Leader-Member Exchange, and Safety Behavior of Workers in Small-Medium Construction Firms and the Moderating Role of Age," Sustainability, MDPI, vol. 14(19), pages 1-24, September.
    11. Guodong Ni & Yuanyuan Zhu & Ziyao Zhang & Yaning Qiao & Huaikun Li & Na Xu & Yongliang Deng & Zhenmin Yuan & Wenshun Wang, 2020. "Influencing Mechanism of Job Satisfaction on Safety Behavior of New Generation of Construction Workers Based on Chinese Context: The Mediating Roles of Work Engagement and Safety Knowledge Sharing," IJERPH, MDPI, vol. 17(22), pages 1-24, November.
    12. Qifei Wang & Yihan Zhao & Jian Wang & Haolin Liu & Hui Zhang, 2023. "Research on the Characteristics of Safety Culture and Obstacle Factors among Residents under the Influence of COVID-19 in China," IJERPH, MDPI, vol. 20(3), pages 1-17, January.
    13. Lianbo Zhu & Hongxin Ma & Yilei Huang & Xun Liu & Xiaojin Xu & Zhenqun Shi, 2022. "Analyzing Construction Workers’ Unsafe Behaviors in Hoisting Operations of Prefabricated Buildings Using HAZOP," IJERPH, MDPI, vol. 19(22), pages 1-13, November.
    14. 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.
    15. Idemudia, Uwafiokun & Tuokuu, Francis Xavier D. & Essah, Marcellinus, 2022. "The extractive industry and human rights in Africa: Lessons from the past and future directions," Resources Policy, Elsevier, vol. 78(C).
    16. Greta Mazzetti & Emanuela Valente & Dina Guglielmi & Michela Vignoli, 2020. "Safety Doesn’t Happen by Accident: A Longitudinal Investigation on the Antecedents of Safety Behavior," IJERPH, MDPI, vol. 17(12), pages 1-13, June.
    17. Xiangcheng Meng & Alan H. S. Chan, 2022. "Cross-Regional Research in Demographic Impact on Safety Consciousness and Safety Citizenship Behavior of Construction Workers: A Comparative Study between Mainland China and Hong Kong," IJERPH, MDPI, vol. 19(19), pages 1-18, October.
    18. 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.
    19. 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.
    20. Xun Liu & Zhiyuan Xue & Zhenhan Ding & Siyu Chen, 2023. "Current Status and Future Directions of Construction Safety Climate: Visual Analysis Based on WOS Database," Sustainability, MDPI, vol. 15(5), pages 1-19, February.

    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:19:y:2022:i:23:p:16054-:d:989680. 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.