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A Hierarchical Solution Approach for Occupational Health and Safety Inspectors' Task Assignment Problem

  • Arikan, Feyzan (Faculty of Engineering, Department of Industrial Engineering, Gazi University) ;
  • Sozen, Songul K. (Ministry of Labour and Social Security, Labour Inspection Board)
  • Received : 2020.02.06
  • Accepted : 2021.01.14
  • Published : 2021.06.30

Abstract

Background: Occupational health and safety (OHS) is a significant interest of all governments to prevent workplace hazards. Although appropriate legislation and regulations are essentials for the protection of workers, they are solely not enough. Application of them in practice should be secured by an efficient inspection system. Fundamental components of an inspection system are inspectors and their audit tasks. Maintaining the fair balanced task assignment among inspectors strictly enhances the efficiency of the overall system. Methods: This study proposes a two-phased goal programming approach for OHS inspectors' task assignments and presents a case study. Results: The solution approach gives the balanced assignment of inspectors to the workplaces in different cities of the country in the planning period. The obtained schedule takes into account the distances covered by the work places and the number of the workplaces' employees to be audited and pays attention to the human factors by considering the preferences of the inspectors. The comparisons between the obtained optimal schedule and the implemented one that is produced manually show that the approach not only maintains the technical requirements of the problem, but also provides social and physical balance to the task assignment. Conclusion: Both the approach and the application study are expected to offer fruitful inspirations in the area of safety management and policy and they provide a good guide for social policy and organizational aspects in the field of OHS inspectors' task assignment.

Keywords

Acknowledgement

As the authors, we would like to express our sincere appreciation to anonymous reviewers for their valuable comments and the fruitful ideas to enhance the quality of the manuscript.

References

  1. Alli BO. Fundamental principles of occupational health and safety. 2nd ed. Geneva: International Labor Office; 2001.
  2. Flin R, O'Connor P, Crichton M. Safety at the sharp end: a guide to nontechnical skills. USA: CRC Press; 2008.
  3. Bakker AB, Schaufeli WB, Leiter MP, Taris TW. Work engagement: an emerging concept in occupational health psychology. Work Stress 2008;22(3): 187-200. https://doi.org/10.1080/02678370802393649
  4. Kiema H, Maenpaa M, Leinonen T, Soini H. Peer group counseling as a tool for promoting managers' communication skills in industrial and planning organizations. In: Proceedings of the fourth international conference on advanced collaborative networks, systems and applications 2014. p. 28-33. Seville, Spain.
  5. Basik F, Gedik B, Ferhatosmanoglu H, Wuz KL. Fair task allocation in crowdsourced delivery. IEEE Trans Serv Comput 2018.. https://ieeexplore.ieee.org/document/8410038; 2018.
  6. Virtanen M, Elovainio M. Justice at the workplace: a review. Camb Q Healthc Ethics 2018;27:306-15. https://doi.org/10.1017/S0963180117000639
  7. Adams JS. Inequity in social exchange. In: Berkowitz L, editor. Advances in experimental social psychology, vol. 2. Elsevier Inc; 1965. p. 267-99.
  8. Leventhal GS. What should be done with equity theory? In: Gergen KJ, Greenberg MS, Willis RH, editors. Social exchanges: advances in theory and research. New York: Plenum Press; 1980. p. 27-55.
  9. Bies RJ, Moag JF. Interactional justice: communication criteria of fairness. In: Lewicki RJ, Sheppard BH, Bazerman MH, editors. Research in negotiations in organizations, vol. 1. Greenwich, CT: JAI Press; 1986. p. 43-55.
  10. Kaur S. A study on the psychological effect of organizational justice perceptions on job satisfaction. Int J Indian Psychol 2016;3(2). Article No.1, DIP: 18.01.018/20160302.
  11. Greenberg JA. Taxonomy of organizational justice theories. Academy of Management Review 1987;12(1):9-22. https://doi.org/10.5465/AMR.1987.4306437
  12. Fatimah O, Amiraa AM, Halim FW. The relationships between organizational justice, organizational citizenship behavior and job satisfaction. Pertanika J Soc Sci Humanity 2011;19:115-21.
  13. Colquitt JA, Greenberg J, Zapata-Phelan CP. What is organizational justice? A historical overview. In: Greenberg J, Colquitt JA, editors. The handbook of organizational justice. Mahwah, NJ: Erlbaum; 2005.
  14. Colquitt JA, Lepine JA, Piccolo RF, Zapata CP, Rich BL. Explaining the justiceperformance relationship: trust as exchange deepener or trust as uncertainty reducer? J Appl Psychol 2012;97:1-15. https://doi.org/10.1037/a0025208
  15. Wan Q, Zhou W, Li Z, Shang S. Associations of organizational justice and job characteristics with work engagement among nurses in hospitals in China. Res Nurs Health 2018;41:555-62. https://doi.org/10.1002/nur.21908
  16. Addai P, Kyeremeh E, Abdulai W, Sarfo JO. Organizational justice and job satisfaction as predictors of turnover intentions among teachers in the Offinso South District of Ghana. Eur J Contemp Educ 2018;7(2):235-43.
  17. Tompa E, Kalcevich C, Foley M, McLeod C, Hogg-Johnson S, Cullen K, MacEachen E, Mahood Q, Irvin IE. A systematic literature review of the effectiveness of occupational health and safety regulatory enforcement. Am J Ind Med 2016;59:919-33. https://doi.org/10.1002/ajim.22605
  18. MacEachen E, Kosny A, Stahl C, O'Hagan F, Redgrift L, Sanford S, Carrasco C, Tompa E, Mahood Q. Systematic review of qualitative literature on occupational health and safety legislation and regulatory enforcement planning and implementation. Scand J Work Environ Health 2016;42(1):3-16. https://doi.org/10.5271/sjweh.3529
  19. Geminiani FL, Smallwood JJ, Fee S. A comparative analysis between contractors' and inspectors' perceptions of the department of labor occupational health and safety inspectorate relative to South African construction. Saf Sci 2013;53:186-92. https://doi.org/10.1016/j.ssci.2012.10.003
  20. Niskanen T. The effects of the enforcement legislation in the Finnish occupational safety and health inspectorate. Saf Sci 2013;55:135-48. https://doi.org/10.1016/j.ssci.2013.01.002
  21. Johnstone R, Quinlan M, McNamara M. OHS inspectors and psychosocial risk factors: evidence from Australia. Saf Sci 2011;49:547-57. https://doi.org/10.1016/j.ssci.2010.09.016
  22. Wu TC. The roles and functions of safety professionals in Taiwan: comparing the perceptions of safety professionals and safety educators. J Saf Res 2011;42:399-407. https://doi.org/10.1016/j.jsr.2011.09.002
  23. Chang SH, Chen DF, Wu TC. Developing a competency model for safety professionals: correlations between competency and safety functions. J Saf Res 2012;43:339-50. https://doi.org/10.1016/j.jsr.2012.10.009
  24. Wojtacka J, Wysok B, Szteyn J. Analysis of the factors influencing veterinary food inspectors in Poland. Animals 2020;10(5):884. https://doi.org/10.3390/ani10050884.
  25. Hagqvist E, Vinberg S, Toivanen S, Landstad BJ. A balancing act: Swedish occupational safety and health inspectors' reflections on their bureaucratic role when supervising micro-enterprises. Small Bus Econ 2020. https://doi.org/10.1007/s11187-020-00384-2.
  26. Elahipanah M, Desaulniers G, Lacasse-Guay E. A two-phase mathematicalprogramming heuristic for flexible assignment of activities and tasks to work shifts. J Sched 2013;16:443-60. https://doi.org/10.1007/s10951-013-0324-2
  27. Ye QC, Zhang Y, Dekkera R. Fair task allocation in transportation. OMEGA-Int J Manag Sci 2017;68:1-16. https://doi.org/10.1016/j.omega.2016.05.005
  28. Billing C, Jaehn F, Wensing T. Fair task allocation problem. Ann Oper Res 2020;284(1):131-46. https://doi.org/10.1007/s10479-018-3052-3
  29. Sun FJ, Wang XC, Fair Zhang R. Task allocation when cost of task is multidimensional. Appl Sci-Basel 2020;10(8):2798. https://doi.org/10.3390/app10082798.
  30. Ernst AT, Jiang H, Krishnamoorthy M, Sier D. Staff scheduling and rostering: a review of applications, methods and models. Eur J Oper Res 2004;153:3-27. https://doi.org/10.1016/S0377-2217(03)00095-X
  31. Eiselt HA, Marianov V. Employee positioning and workload allocation. Comput Oper Res 2008;35(2):513-24. https://doi.org/10.1016/j.cor.2006.03.014
  32. Dai H, Milkman KL, Hofmann DA, Staats BR. The impact of time at work and time off from work on rule compliance: the case of hand hygiene in healthcare. J Appl Psych 2015;100(3):846-62. https://doi.org/10.1037/a0038067
  33. Danziger S, Levav J, Avnaim PL. Extraneous factors in judicial decisions. Proc Natl Acad Sci 2011;108(17):6889-92. https://doi.org/10.1073/pnas.1018033108
  34. Ibanez MR, Toffel MW. How scheduling can bias quality assessment: evidence from food-safety inspections. Manag Sci 2019;66(6):2396-416. https://doi.org/10.1287/mnsc.2019.3318
  35. De Causmaecker P, Demeester P, Van den Berghe G, Verbeke B. Analysis of real-world personnel scheduling problems. In: Proceedings of the 5th. International conference on the practice and theory of automated timetabling. 18the20th August, Pittsburgh, PA, USA; 2004 2005. p. 183-98.
  36. Van den Berghe J, Belien J, De Bruecker P, Demeulemeester E, De Boeck L. Personnel scheduling a literature review. Eur J Oper Res 2013;226:367-85. https://doi.org/10.1016/j.ejor.2012.11.029
  37. Balachandran BV, Zoltners AA. An interactive audit-staff scheduling decision support system. Account Rev 1981;56(4):801-12.
  38. Dodin B, Elimam AA. Audit scheduling with overlapping activities and sequence-dependent setup costs. Eur J Oper Res 1997;97:22-33. https://doi.org/10.1016/S0377-2217(96)00057-4
  39. Rossi R, Tarim SA, Hnich B, Prestwich S, Karacaer S. Scheduling internal audit activities: a stochastic combinatorial optimization problem. J Combin Optim 2010;19(3):325-46. https://doi.org/10.1007/s10878-009-9207-z
  40. Mohamed AAM. Operations research applications in audit planning and scheduling. Int J Soc, Behav, Educ, Econ, Bus Ind Eng 2015;9(6):2056-64.
  41. Fishburn PC. Utility theory for decision making. New York: John Wiley and Sons; 1970.
  42. Fishburn PC. Lexicographic orders, utilities and decision rules: a survey. Manag Sci 1974;20(11):1442-71. https://doi.org/10.1287/mnsc.20.11.1442
  43. Szidarovszky F, Gershon ME, Duckstein L. Techniques for multi-objective decision making in systems management (advances in industrial engineering). New York, USA: Elsevier Science Publishers; 1986.
  44. Geunes J. Operations planning: mixed integer optimization models. USA: CRC Press Taylor & Francis Group; 2015.
  45. Charnes A, Cooper WW, Ferguson R. Optimal estimation of executive compensation by linear programming. J Manage Sci 1955;1(1):138-51.
  46. Charnes A, Cooper WW. Management models and industrial applications of linear programming. New York: John Wiley; 1961.
  47. Arikan F, Gungor Z. An application of fuzzy goal programming to a multiobjective project network problem. Fuzzy Sets and Systems 2001;119(1):49-58. https://doi.org/10.1016/S0165-0114(99)00119-0
  48. Ringuest JL. Multi-objective optimization: behavioral and computational considerations. Boston, USA: Kluwer Academic Publishers; 1992.
  49. Arikan F. A modified augmented max min model for weighted fuzzy goal programming. J Intell Fuzzy Syst 2014;27:339-50. https://doi.org/10.3233/IFS-131001
  50. Ignizio JP. Introduction to linear goal programming. USA: Sage Publications; 1985.
  51. Jones DF, Tamiz M. Goal programming in the period 1990-2000. In: Ehrgott M, Gandibleux X, editors. Multiple criteria optimization: state of the art annotated bibliographic survey. Dordrecht: Kluwer Academic Publishers; 2002. p. 129-48.
  52. Parra MA, Terol BT, Gladish BP, Uria MVR. A new approach of Romero's extended lexicographic goal programming: fuzzy extended lexicographic goal programming. Soft Comput 2010;14(11):1217-26. https://doi.org/10.1007/s00500-009-0533-y
  53. Miettinen K. Introduction to multiobjective optimization: noninteractive approaches. In: Branke J, Deb K, Miettinen K, Slowinski R, editors. Multiobjective optimization: interactive and evolutionary approaches (lecture notes in computer science). Berlin Heidelberg: Springer-Verlag; 2008. p. 1-27.
  54. Bilir N. Occupational safety and health profile: Turkey. Ankara: Ministry of Labor and Social Security Publication; 2016.
  55. The Republic of Turkey. Ministry of Labor and Social Security (SSI); 2018 [cited 2018 November 7]. Available from: https://www.csgb.gov.tr/En/.
  56. The Republic of Turkey. General directorate of Highways' internet page; 2018 [cited 2018 January 20]. Available from: http://www.kgm.gov.tr/Sayfalar/ KGM/SiteEng/Root/Distances.aspx.
  57. Yi W, Wang S. Multi-objective mathematical programming approach to construction laborer assignment with equity consideration. Comput-Aided Civ Infrastruct Eng 2016;31:954-65. https://doi.org/10.1111/mice.12239
  58. Nahand PK, Hamid M, Bastan M, Mollajan A. Human resource management: new approach to nurse scheduling by considering human error. Int J Syst Assur Eng Manag 2019;10(6):1429-43. https://doi.org/10.1007/s13198-019-00893-8
  59. McKenzie RM. The accuracy of inspectors. Ergonomics 1958;1(3):258-72. https://doi.org/10.1080/00140135808964595
  60. European Agency for Safety and Health at Work. Management of psychosocial risks at work: an analysis of the findings of the European survey. Luxembourg: Publications Office of the European Union; 2012. https://doi.org/10.2802/92077.
  61. Jespersen AH, Hasle P, Nielsen KT. The wicked character of psychosocial risks: implications for regulation. Nordic J Work Life Stud 2016;6(3):23-42. https://doi.org/10.19154/njwls.v6i3.5526
  62. Brooke A, Kendrick D, Meeraus A. GAMS-the general algebraic modeling system, a user's guide. USA: The Scientific Press; 1988.
  63. Oger GK, Arikan F. Human-part-machine cell formation: considering human issues. In: Suer GA, Gen M, editors. Cellular manufacturing systems: recent developments, analysis and case studies. Nova Publishers; 2017. p. 267-301.
  64. Pohjosenpera T, Kekkonen P, Pekkarinen S, Juga J. Service modularity in managing healthcare logistics. Int J Logist Manag 2019;30(1):174-94. https://doi.org/10.1108/IJLM-12-2017-0338
  65. Pekkarinen S, Ulkuniemi P. Modularity in developing business services by platform approach. Int J Logist Manag 2008;19(1):84-103. https://doi.org/10.1108/09574090810872613
  66. Mintzberg H. The design school: reconsidering the basic premises of strategic management. Strat Manag J 1990;11:171-95. https://doi.org/10.1002/smj.4250110302
  67. Langenhan MK, Leka S, Aditya Jain A. Psychosocial risks: is risk management strategic enough in business and policy making? Saf Health Work 2013;4:87-94. https://doi.org/10.1016/j.shaw.2013.04.003
  68. Altahayneh ZL, Khasawneh A, Abedalhafiz A. Relationship between organizational justice and job satisfaction as perceived by Jordanian physical education teachers. Asian Soc Sci 2014;10(4):131-8.