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A multicriteria decision model to rank workstations in a footwear industry based on a FITradeoff-ranking method for ergonomics interventions

Author

Listed:
  • Lucas Miguel Alencar Correia

    (Federal University of Alagoas)

  • Jonhatan Magno Norte Silva

    (Federal University of Alagoas)

  • Wilza Karla Leite

    (Federal University of Paraíba)

  • Ruan Eduardo Carneiro Lucas

    (Federal University of Santa Catarina)

  • Geraldo Alves Colaço

    (Estácio de Sá School)

Abstract

This study proposes a decision model to solve a workstation problem in the footwear industry by considering multiple conflicting objectives that influence the decision-making process. Following the appearance of employee reports of pain symptoms and due to limited resources and the need to protect health, companies strive to improve working conditions. Ranking workstations for ergonomics interventions may help if an appropriate decision is made through a well-structured decision-making process. Accordingly, the association of two Problem Structuring Methods (PSMs), Value Focused-thinking (VFT), and Strategic Options Development and Analysis (SODA) were used to structure a hierarchy of key objectives for evaluating the decision model. Preference modeling with the Decision Maker was conducted in a flexible and interactive manner, aided by the Flexible and Interactive Tradeoff Method (FITradeoff). Partial information was gathered about the preferences of the Decision Maker that lead to finding a recommendation that less cognitive effort is required. Decision Maker answered 10 questions and the method found six levels of ordering, indicating FITradeoff method is effective for rank workstations for ergonomic interventions. It was concluded that the combination of the structuring methods VFT and SODA, and the multicriteria method FITradeoff facilitates ergonomic decision-making.

Suggested Citation

  • Lucas Miguel Alencar Correia & Jonhatan Magno Norte Silva & Wilza Karla Leite & Ruan Eduardo Carneiro Lucas & Geraldo Alves Colaço, 2022. "A multicriteria decision model to rank workstations in a footwear industry based on a FITradeoff-ranking method for ergonomics interventions," Operational Research, Springer, vol. 22(4), pages 3335-3371, September.
  • Handle: RePEc:spr:operea:v:22:y:2022:i:4:d:10.1007_s12351-021-00671-0
    DOI: 10.1007/s12351-021-00671-0
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    1. Bana e Costa, Carlos A. & Ensslin, Leonardo & Correa, Emerson C. & Vansnick, Jean-Claude, 1999. "Decision Support Systems in action: Integrated application in a multicriteria decision aid process," European Journal of Operational Research, Elsevier, vol. 113(2), pages 315-335, March.
    2. Eden, Colin, 2004. "Analyzing cognitive maps to help structure issues or problems," European Journal of Operational Research, Elsevier, vol. 159(3), pages 673-686, December.
    3. Craig W. Kirkwood & Rakesh K. Sarin, 1985. "Ranking with Partial Information: A Method and an Application," Operations Research, INFORMS, vol. 33(1), pages 38-48, February.
    4. Eduarda Asfora Frej & Adiel Teixeira Almeida & Ana Paula Cabral Seixas Costa, 2019. "Using data visualization for ranking alternatives with partial information and interactive tradeoff elicitation," Operational Research, Springer, vol. 19(4), pages 909-931, December.
    5. Franco, L. Alberto & Cushman, Mike & Rosenhead, Jonathan, 2004. "Project review and learning in the construction industry: Embedding a problem structuring method within a partnership context," European Journal of Operational Research, Elsevier, vol. 152(3), pages 586-601, February.
    6. Lucia Reis Peixoto Roselli & Adiel Teixeira Almeida & Eduarda Asfora Frej, 2019. "Decision neuroscience for improving data visualization of decision support in the FITradeoff method," Operational Research, Springer, vol. 19(4), pages 933-953, December.
    7. Yoram Wind & Thomas L. Saaty, 1980. "Marketing Applications of the Analytic Hierarchy Process," Management Science, INFORMS, vol. 26(7), pages 641-658, July.
    8. Mingers, John & Rosenhead, Jonathan, 2004. "Problem structuring methods in action," European Journal of Operational Research, Elsevier, vol. 152(3), pages 530-554, February.
    9. Annielli A R Cunha & Danielle C Morais, 2016. "Analysing the use of cognitive maps in an experiment on a group decision process," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 67(12), pages 1459-1468, December.
    10. Edwards, Ward & Barron, F. Hutton, 1994. "SMARTS and SMARTER: Improved Simple Methods for Multiattribute Utility Measurement," Organizational Behavior and Human Decision Processes, Elsevier, vol. 60(3), pages 306-325, December.
    11. G Montibeller & V Belton & F Ackermann & L Ensslin, 2008. "Reasoning maps for decision aid: an integrated approach for problem-structuring and multi-criteria evaluation," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 59(5), pages 575-589, May.
    12. Inêz Manuele dos Santos & Lucia Reis Peixoto Roselli & André Luiz Gomes da Silva & Luciana Hazin Alencar, 2020. "A Supplier Selection Model for a Wholesaler and Retailer Company Based on FITradeoff Multicriteria Method," Mathematical Problems in Engineering, Hindawi, vol. 2020, pages 1-14, October.
    13. Kirkwood, Craig W. & Corner, James L., 1993. "The Effectiveness of Partial Information about Attribute Weights for Ranking Alternatives in Multiattribute Decision Making," Organizational Behavior and Human Decision Processes, Elsevier, vol. 54(3), pages 456-476, April.
    14. Eduarda Asfora Frej & Lucia Reis Peixoto Roselli & Jônatas Araújo de Almeida & Adiel Teixeira de Almeida, 2017. "A Multicriteria Decision Model for Supplier Selection in a Food Industry Based on FITradeoff Method," Mathematical Problems in Engineering, Hindawi, vol. 2017, pages 1-9, October.
    15. Madson Bruno da Silva Monte & Danielle Costa Morais, 2019. "A Decision Model for Identifying and Solving Problems in an Urban Water Supply System," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 33(14), pages 4835-4848, November.
    16. Abuabara, Leila & Paucar-Caceres, Alberto, 2021. "Surveying applications of Strategic Options Development and Analysis (SODA) from 1989 to 2018," European Journal of Operational Research, Elsevier, vol. 292(3), pages 1051-1065.
    17. Jason R. W. Merrick & Martha Grabowski, 2014. "Decision Performance and Safety Performance: A Value-Focused Thinking Study in the Oil Industry," Decision Analysis, INFORMS, vol. 11(2), pages 105-116, June.
    18. Mingers, John & Brocklesby, John, 1997. "Multimethodology: Towards a framework for mixing methodologies," Omega, Elsevier, vol. 25(5), pages 489-509, October.
    19. Neves, L.P. & Dias, L.C. & Antunes, C.H. & Martins, A.G., 2009. "Structuring an MCDA model using SSM: A case study in energy efficiency," European Journal of Operational Research, Elsevier, vol. 199(3), pages 834-845, December.
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