A Novel Approach Based on DEMATEL Method for Causal Modeling an Effective Factors in Falling from Height Accidents in Construction Projects

Sahram Vosoughi, Sajjad Rostamzadeh, Mohammad Hossein Chalak, Ali Asghar Farshad, Masoud Jahanpanah

Abstract


Falling from height known as one of the most important factors that leads to fatal accidents in the construction industry.
The purpose of this study was to investigate and identify the effective factors in the occurrence of falling from height accidents in the construction projects and determine the causal relationships between organizational, individual and environmental factors.
In this research, the surveyed population was the workers of five construction projects of a gas refinery in south of Iran from 2011 to 2015. Using the Integrated Management System (IMS) information, factors and sub-factors affecting the occurrence of falling from height accidents in the construction projects were determined. Then, a semi-comparative questionnaire based on the DEMATEL technique was designed and distributed among 10 experts at two different periods. Based on the expert's opinions, the identified factors and sub-factors were classified into three main factors and fourteen sub-factors, respectively. Then, the causal relationships between each the effective factor were identified, using DEMATEL technique.
The results of DEMATEL technique revealed that the individual factors were considered to be the most important criteria, as it has acquired the maximum (D+R) value, i.e., 36.689 whereas, organizational factors had scored the least, i.e., 35.180. Accordingly, organizational factors and their sub-factors had a substantial effect on the falling from height accidents and were considered as causal variables (D-R>0), while, the indices of individual and environmental factors were the effect variables (D-R<0). So that, mutual understanding was an organizational sub-factor that had the highest impact on the occurrence of falling from height and has been identified as a causal variable.
Generally, it is necessary to consider specific plans such as stress management and safety culture programs in order to reduce unsafe conditions in the construction projects.

Keywords


Falling from Height, DEMATEL Technique, Construction Projects

Full Text:

XML PDF

References


Fass S, Yousef R, Liginlal D, Vyas P. Understanding causes of fall and struck-by incidents: What differentiates construction safety in the Arabian Gulf region? Appl Ergon. 2017;58(1):515–26.

Azami-Aghdash S, Sadeghi-Bazargani H, Shabaninejad H, Gorji A. Injury epidemiology in Iran: a systematic review. J Inj Violence Res. 2017;9(1):27-34.

Seifi Azad Mard HR, Estiri A, Hadadi P SAMM. No TitleOccupational risk assessment in the construction industry in Iran. Int J Occup Saf Ergon. 2017;23(4):570-77.

Hoła B, Szóstak M. Methodology of Analysing the Accident Rate in the Construction Industry. Procedia Eng. 2017;172:355–62.

Hinze J, Appelgate LL. Costs of construction injuries. J Constr Eng Manag. 1991;117(3):537–50.

Lipscomb HJ, Glazner JE, Bondy J, Guarini K, Lezotte D. Injuries from slips and trips in construction. Appl Ergon. 2006;37(3):267–74.

Hallowell M. Cost‐effectiveness of construction safety programme elements. Constr Manag Econ. 2010;28(1):25–34.

Gavious A, Mizrahi S, Shani Y, Minchuk Y. The costs of industrial accidents for the organization: developing methods and tools for evaluation and cost–benefit analysis of investment in safety. J Loss Prev Process Ind. 2009;22(4):434–38.

Chen J-G, Fisher DJ, Krishnamurthy K. Development of a computerized system for fall accident analysis and prevention. Comput Ind Eng. 1995;28(3):457–66.

Hatipkarasulu Y. Project level analysis of special trade contractor fatalities using accident investigation reports. J Safety Res. 2010;41(5):451–57.

Bunn TL, Slavova S, Bathke A. Data linkage of inpatient hospitalization and workers’ claims data sets to characterize occupational falls. J Ky Med Assoc. 2007;105(7):313–20.

Hu K, Rahmandad H, Smith‐Jackson T, Winchester W. Factors influencing the risk of falls in the construction industry: a review of the evidence. Constr Manag Econ. 2011;29(4):397–16.

Shi S, Jiang M, Liu Y, Li R. Risk assessment on falling from height based on AHP-fuzzy. Procedia Eng. 2012;45(1):112–18.

Beltran SL, Vilela RA de G, De Almeida IM. Challenging the immediate causes: A work accident investigation in an oil refinery using organizational analysis. Work. 2018;59(4):617–36.

JM Filho J, Fonseca ED, Lima FPA, Duarte F. Organizational factors related to occupational accidents in construction. Work. 2012;41(Supplement 1):4130–36.

Vosoughi S, Chalak MH, Rostamzadeh S, Taheri F, Farshad AA, Motallebi Ghayen M. A cause and effect decision making model of factors influencing falling from height accidents in construction projects using Fuzzy-DEMATEL technique. Iran Occup Heal. 2019;16(2):65–74.

Liu H-C, Liu L, Liu N. Risk evaluation approaches in failure mode and effects analysis: A literature review. Expert Syst Appl. 2013;40(2):828–38.

Neal A, Griffin MA. A study of the lagged relationships among safety climate, safety motivation, safety behavior, and accidents at the individual and group levels. J Appl Psychol. 2006;91(4):946-54.

Zhou Q, Fang D, Wang X. A method to identify strategies for the improvement of human safety behavior by considering safety climate and personal experience. Saf Sci. 2008;46(10):1406–19.

Byrd TC. Factors Impacting Safety Climate In A Small, Rural Hospital Setting. Union University; 2014.

Jiang L, Tetrick LE. Mapping the nomological network of employee self-determined safety motivation: A preliminary measure in China. Accid Anal Prev. 2016;94(1):1–7.

Couto JP, Santos FJB, Rabbani ERK. How Time Constraints Affect Safety Conditions at Construction Sites: Analysis of the Perception of Portuguese Construction Participants. Electron J Geotech Eng. 2017;22(02):563–76.

. Chang B, Chang C-W, Wu C-H. Fuzzy DEMATEL method for developing supplier selection criteria. Expert Syst Appl. 2011;38(3):1850–58.

Gandhi S, Mangla SK, Kumar P, Kumar D. A combined approach using AHP and DEMATEL for evaluating success factors in implementation of green supply chain management in Indian manufacturing industries. Int J Logist Res Appl. 2016;19(6):537–61.

Bacudio LR, Benjamin MFD, Eusebio RCP, Holaysan SAK, Promentilla MAB, Yu KDS, et al. Analyzing barriers to implementing industrial symbiosis networks using DEMATEL. Sustain Prod Consum. 2016;7(1):57–65.

Lin Y-T, Yang Y-H, Kang J-S, Yu H-C. Using DEMATEL method to explore the core competences and causal effect of the IC design service company: An empirical case study. Expert Syst Appl. 2011;38(5):6262–68.

Givehchi S, Hemmativaghef E, Hoveidi H. Association between safety leading indicators and safety climate levels. J Safety Res. 2017;62(1):23–32.

Chung C-C, Chao L-C, Chen C-H, Lou S-J. A Balanced Scorecard of Sustainable Management in the Taiwanese Bicycle Industry: Development of Performance Indicators and Importance Analysis. Sustainability. 2016;8(6):518-39.

Tam CM, Zeng SX, Deng ZM. Identifying elements of poor construction safety management in China. Saf Sci. 2004;42(7):569–86.

Khosravi Y, Asilian-Mahabadi H, Hajizadeh E, Hassanzadeh-Rangi N, Bastani H, Behzadan AH. Factors influencing unsafe behaviors and accidents on construction sites: a review. Int J Occup Saf Ergon. 2014;20(1):111–25.

Forteza FJ, Carretero-Gómez JM, Sese A. Effects of organizational complexity and resources on construction site risk. J Safety Res. 2017;62(1):185–98.

Hadikusumo BHW, Jitwasinkul B, Memon AQ. Role of Organizational Factors Affecting Worker Safety Behavior: A Bayesian Belief Network Approach. Procedia Eng. 2017;171(1):131–39.

Fernández-Muñiz B, Montes-Peón JM, Vázquez-Ordás CJ. Safety climate in OHSAS 18001-certified organisations: Antecedents and consequences of safety behaviour. Accid Anal Prev. 2012;45(7):745–58.

Rahimi Pordanjani T, Mohammadzade Ebrahimi A. The effect of employees’ management commitment to safety and consciousness on unsafe performance: The mediating role of safety self-efficacy. Heal Saf Work. 2015;4(4):69–80.

Cooper Ph. D MD. Towards a model of safety culture. Saf Sci. 2000;36(2):111–36.

Thayer PW. Justice in the workplace: Approaching fairness in human resource management. Pers Psychol. 1994;47(1):201-02.

M. Goldenhar* L, Williams LJ, G. Swanson N. Modelling relationships between job stressors and injury and near-miss outcomes for construction labourers. Work Stress. 2003;17(3):218–40.

Niskanen T, Louhelainen K, Hirvonen ML. An evaluation of the effects of the occupational safety and health inspectors’ supervision in workplaces. Accid Anal Prev. 2014;68(1):139–55.

Beavers JE, Moore JR, Schriver WR. Steel erection fatalities in the construction industry. J Constr Eng Manag. 2009;135(3):227–34.

Cloutier E. The effect of age on safety and work practices among domestic trash collectors in Quebec. Saf Sci. 1994;17(4):291–08.

Epstein Y, Moran DS. Thermal comfort and the heat stress indices. Ind Health. 2006;44(3):388–98.

Saavedra-Robinson LA, Quintana J, Leonardo A, Leal F, Díaz L, Niño M. Analysis of the lifted weight including height and frequency factors for workers in Colombia. Work. 2012;41(Supplement 1):1639–46.

Huang X, Hinze J. Analysis of construction worker fall accidents. J Constr Eng Manag. 2003;129(3):262–71.

Amponsah-Tawiah K, Mensah J. The impact of safety climate on safety related driving behaviors. Transp Res part F traffic Psychol Behav. 2016;40(1):48–55.

McKeon C. Psychological factors influencing unsafe behaviour during medication administration. University of Southern Queensland; 2004.

Vinodkumar MN, Bhasi M. A study on the impact of management system certification on safety management. Saf Sci. 2011;49(3):498–07.

Farh J-L, Cheng B-S. A cultural analysis of paternalistic leadership in Chinese organizations. In: Management and organizations in the Chinese context. Springer; 2000. p. 84–127.

Hsu SH, Lee C-C, Wu M-C, Takano K. A cross-cultural study of organizational factors on safety: Japanese vs. Taiwanese oil refinery plants. Accid Anal Prev. 2008;40(1):24–34.

Håvold JI. Safety culture aboard fishing vessels. Saf Sci. 2010;48(8):1054–61.

Andersen LP, Nørdam L, Joensson T, Kines P, Nielsen KJ. Social identity, safety climate and self-reported accidents among construction workers. Constr Manag Econ. 2018;36(1):22–31.

Casey T, Griffin MA, Flatau Harrison H, Neal A. Safety climate and culture: Integrating psychological and systems perspectives. J Occup Health Psychol. 2017;22(3):341-53.

Chib S, Kanetkar M. Safety culture: the buzzword to ensure occupational safety and health. Procedia Econ Financ. 2014;11(1):130–36.

Boughaba A, Hassane C, Roukia O. Safety culture assessment in petrochemical industry: a comparative study of two Algerian plants. Saf Health Work. 2014;5(2):60–65.

Witt LA, Hellman C, Hilton TF. Management influences on perceived safety. In: American Psychological Society Annual Meeting, San Francisco, CA. 1994.

Greenberg J, Cropanzano R. The social side of fairness: Interpersonal and informational classes of organizational justice. Justice Work Approaching fairness Hum Resour Manag Hillsdale, NJ Lawrence Erlbaum Assoc. 1993;

Bies RJ, Shapiro DL. Interactional fairness judgments: The influence of causal accounts. Soc Justice Res. 1987;1(2):199–18.

Shapiro DL, Brett JM. Comparing the instrumental and value-expressive models of procedural justice under conditions of high and low decision control. In: meetings of the Academy of Management, Miami, FL. 1991.

Shapiro DL. Reconciling theoretical differences among procedural justice researchers by re-evaluating what it means to have one’s views" considered": Implications for third-party managers. 1993;

Cantarelli CC, van Wee B, Molin EJE, Flyvbjerg B. Different cost performance: different determinants?: The case of cost overruns in Dutch transport infrastructure projects. Transp Policy. 2012;22(1):88–95.

Sa J, Seo D-C, Choi SD. Comparison of risk factors for falls from height between commercial and residential roofers. J Safety Res. 2009;40(1):1–6.

Faigenbaum AD, Myer GD. Resistance training among young athletes: safety, efficacy and injury prevention effects. Br J Sports Med. 2010;44(1):56–63.

Vidal-Gomel C. Training to safety rules use. Some reflections on a case study. Saf Sci. 2017;93(12):134–42.

Hinze J, Gambatese J. Factors that influence safety performance of specialty contractors. J Constr Eng Manag. 2003;129(2):159–64.

Blanchard EB, Hickling EJ, Galovski T, Veazey C. Emergency room vital signs and PTSD in a treatment seeking sample of motor vehicle accident survivors. J Trauma Stress. 2002;15(3):199–04.




Iranian Journal of Health, Safety and Environment e-ISSN: :2345-5535 Iran university of Medical sciences, Tehran, Iran