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Evaluating Measurements of Workers’ Demographic and Psychometric Profile: A Prelude to Sustainable Development of Behavioural Safety in Sarawak’s Oil & Gas Construction Industry

Open access

Hon-Kuan Lai, Nor Mariah Adam, Mohamad Ibrani Shahrimin Adam Assim, Nurul Hidayu Mat Jusoh, Omar Faruqi Marzuki

Pages 107-119 Received: 01 Aug, 2023 Revised: 04 Sep, 2023 Published Online: 06 Oct, 2023

http://dx.doi.org/10.46886/IJARBSS/v13-i15/8452
Significant accidents in Sarawak’s oil and gas construction sites often involve fatality, presumably behavioural related, attracting substantial unwarranted attention from the press. Therefore, it is imperative to develop a measuring instrument to identify and gauge workers’ demographic and psychometric attributes that may significantly influence workers’ safe behaviour potentials to reduce the risk of occupational accident hazards in a sustainable manner. Thus, this paper evaluates constructs’ validity and reliability, and statements’ communality of this new instrument to confirm its objectivity and clarity in measuring constructs as intended. A 5-point Likert-type scaled instrument consists of 93 initial statements was created and utilized to evaluate 51 oil and gas construction workers, randomly selected from local-based oil and gas construction service providers. Demographic results indicate most respondents have more than 5 years work experience, with a high level of experiences in occupational accidents, and almost all respondents possessed some kinds of knowledge and experience in accident prevention to different extents. The analysis also found that most demographic and psychometrics statements of initial research framework yielded a high reliability (Cronbach’s Alpha > 0.7). High validity (KMO <0.5, p = 0.000) in all constructs of personal attributes, perception of safety climate, and safe behaviour potentials are observed. Eventually, a total of 20 statements had been removed, while retaining 73 items mainly due to their high communality (Communality > 0.6) except items BPV3 and LSM5 with valid dispensations. High communality value indicates that the extracted constructs represent the variables well. Through confirming the validity and reliability of initial research framework, and removal of statements with lower communality, a statistically valid and reliable multi-lingual questionnaires is therefore synthesized for subsequent research.

Baby, T., Madhu, G., Renjith, V. R. (2021). Occupational electrical accidents: Assessing the role of personal and safety climate factors, Safety Science, Volume 139, 2021, 105229. https://doi.org/10.1016/j.ssci.2021.105229
Bates, S., & Holroyd, J. (2012). Human factors that lead to non-compliance with standard operating procedures. Published by the Health and Safety Executive. Retrieved from: https://www.hse.gov.uk/research/rrpdf/rr919.pdf
Bernard, D. K., Munasinghe, A. A. S. N., Premarathne, I. K. R. J., & Wijayarathne, S. (2020). The Influence Of Facebook Marketing On Consumer Buying Intention Of Clothing: Evidence From Young Adults. Archives of Business Review–Vol, 8(9).
Borneo Post Online. (2020). Mustapa: Malaysia’s LNG exports for nine months at RM23 bln. Retrieved from: https://www.theborneopost.com/2020/12/04/mustapa-malaysias-lng-exports-for-nine-months-at-rm23-bln/
Byers, E. S., Sears, H. A., & Hughes, K. (2018). Predicting mother–adolescent sexual communication using the integrative model of behavioral prediction. Journal of Family Issues, 39(5), 1213-1235. DOI: 10.1177/0192513X17698183
Fadilla, F. (2020). Malaysia to play more active role in gas, LNG exports: Mustapa. Retrieved from: https://www.nst.com.my/business/2020/12/646518/malaysia-play-more-active-role-gas-lng-exports-mustapa
Fonseca, L., & Carvalho, F. (2019). The Reporting of SDGs by Quality, Environmental, and Occupational Health and Safety-Certified Organizations. Sustainability, 11(20), 5797. MDPI AG. Retrieved from http://dx.doi.org/10.3390/su11205797
Gao, Y., Gonzalez, V. A., & Yiu, T. W. (2020). Exploring the relationship between construction workers’ personality traits and safety behavior. Journal of construction engineering and management, 146(3), 04019111. DOI: 10.1061/(ASCE)CO.1943-7862.0001763.
Health and Safety Executive (HSE). (1999). Reducing error and influencing behaviour. Published by TSO (The Stationery Office), part of Williams Lea Tag. ISBN 978 0 7176 2452 2.
Hertzog, M. A. (2008). Considerations in Determining Sample Size for Pilot Studies. Research in Nursing & Health, 2008, 31, 180–191. DOI: 10.1002/nur.20247.
Hudson, P. (2014). Accident causation models, management and the law. Journal of Risk Research. 17. 10.1080/13669877.2014.889202.
Hussain, G., Batool, I., Kanwal, N., & Abid, M. (2019). The moderating effects of work safety climate on socio-cognitive factors and the risky driving behavior of truck drivers in Pakistan. Transportation research part F: traffic psychology and behaviour, 62, 700-715. https://doi.org/10.1016/j.trf.2019.02.017
International Gas Union. (2020). World LNG Report. Retrieved from: https://www.igu.org/resources/2020-world-lng-report/
Ji, M., Liu, B., Li, H., Yang, S., & Li, Y. (2019). The effects of safety attitude and safety climate on flight attendants’ proactive personality with regard to safety behaviors. Journal of Air Transport Management, 78, 80-86. https://doi.org/10.1016/j.jairtraman.2019.05.003
Kadir, A., Lestari, F., Sunindijo, R. Y., Erwandi, D., Kusminanti, Y., Modjo, R., ... & Ramadhan, N. A. (2022). Safety Climate in the Indonesian Construction Industry: Strengths, Weaknesses and Influential Demographic Characteristics. Buildings, 12(5), 639. https://doi.org/10.3390/buildings12050639
Kaiser, H. F. (1974). An index of factorial simplicity. psychometrika, 39(1), 31-36.
Laeng, J., & Kiew, P. (2022). Explosion reported at Sabah-Sarawak Gas Pipeline in Lawas, one fatality. Retrieved from: https://www.theborneopost.com/2022/11/16/explosion-reported-at-sabah-sarawak-gas-pipeline-petronas-to-issue-statement/
Pereira, V., Bamel, U., Paul, H., & Varma, A. (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, Volume 151, 2022, Pages 185-196. https://doi.org/10.1016/j.jbusres.2022.06.057.
Rasheed, F. A., & Abadi, M. F. (2014). Impact of service quality, trust and perceived value on customer loyalty in Malaysia services industries. Procedia-Social and Behavioral Sciences, 164, 298-304.
Reason, J. (1990). Human Error. Cambridge University Press. ISBN 978-0-521-30669-0.
Reason, J. (2016). Organizational Accident Revisited. CRC Press. ISBN: 13: 978-1-4724-4765-4
Salmon, P. M., Lenne, M.G., Stanton, N. A., Jenkins, D. P., & Walker, G. H. (2010). Managing error on the open road: The contribution of human error models and methods. Safety Science, Volume 48, Issue 10, 2010, Pages 1225-1235. https://doi.org/10.1016/j.ssci.2010.04.004.
Sandvik, L., Erikssen, J., Mowinckel, P., & Rodland, E. A. (1996). A method for determining the size of internal pilot studies. Statistics in medicine, 15(14), 1587-1590. https://doi.org/10.1002/(SICI)1097-0258(19960730)15:14<1587::AID-SIM279>3.0.CO;2-F.
Supramaniam, P., Aisyah, A., & Chong, L. (2019). Reliability and validity of Beliefs on Medicine Questionnaire (BMQ) in diabetes mellitus patients: Malay Translated Version. International Journal of Scientific and Research Publications, 9(2), 66-73.
Tao, D., Liu, Z., Diao, X., Tan, H., Qu, X., & Zhang, T. (2021). Antecedents of self-reported safety behaviors among commissioning workers in nuclear power plants: The roles of demographics, personality traits and safety attitudes. Nuclear Engineering and Technology, 53(5), 1454-1463. https://doi.org/10.1016/j.net.2020.11.012
United Nations. (2015). Transforming Our World: The 2030 Agenda For Sustainable Development. A/RES/71/1. Retrieved from: https://documents-dds-ny.un.org/doc/UNDOC/GEN/N15/291/89/PDF/N1529189.pdf?OpenElement
Vinodkumar, M. N., & Bhasi, M. (2009). Safety climate factors and its relationship with accidents and personal attributes in the chemical industry. Safety Science. 47. 659-667. doi:10.1016/j.ssci.2008.09.004.
Wu, X., Yin, W., Wu, C., & Li, Y. (2017). Development and validation of a safety attitude scale for coal miners in China. Sustainability, 9(12), 2165. DOI: 10.3390/su9122165
Yong, A.G., & Pearce, S. (2013) A Beginner’s Guide to Factor Analysis: Focusing on Exploratory Factor Analysis. Tutorials in Quantitative Methods for Psychology 2013, Vol. 9(2), p. 79-94. DOI: 10.20982/tqmp.09.2.p079
Zaini, M. F., Bakri, M. B., Abdul Razak, N., Sabar, A. M. N., & Hasan, B. (2022). Analysis of Occupational Accidents in The Malaysian Construction Sector. DOSM/ILMIA/3.2022/Series 51. Retrieved from: https://www.dosm.gov.my/v1/index.php?r=column/cone&menu_id=SW8rZWxmTE05Nnh6dURIVUFBVmM3UT09.
Zhao, Y., Zhang, M., Liu, T., & Mebarki, A. (2021). Impact of safety attitude, safety knowledge and safety leadership on chemical industry workers’ risk perception based on Structural Equation Modelling and System Dynamics. Journal of Loss Prevention in the Process Industries, 72, 104542. https://doi.org/10.1016/j.jlp.2021.104542