Aplicação da Matriz AHP para correlacionar ferramentas do Lean Safety com requisitos da ISO 45001:2018

Michelle de Oliveira Menezes; Cristiane Agra Pimentel

doi:10.47456/bjpe.v12i1.50065

Authors

Michelle de Oliveira Menezes Universidade Federal da Bahia Author https://orcid.org/0000-0001-6632-9675
Cristiane Agra Pimentel Universidade Federal do Recôncavo da Bahia Author https://orcid.org/0000-0001-9939-0309

DOI:

https://doi.org/10.47456/bjpe.v12i1.50065

Keywords:

lean tools, ISO 45001:2018, AHP

Abstract

The implemented Occupational Health and Safety Management System provide benefits to business performance by establishing requirements that ensure safety is integrated into production processes. Lean tools serve as allies in implementation, sharing a common focus on performance and safety. The objective of this study is to apply the multicriteria decision-making method Analytic Hierarchy Process (AHP) to correlate lean safety tools with the requirements of ISO 45001:2018. The applied method consisted of the AHP stages: problem definition, hierarchy structuring, matrix construction, pairwise comparisons, and obtaining final weights and priorities. The most relevant requirements identified were Operation, Improvement, and Planning. The tools most relevant to these requirements were 5S, VSM, SMED, and Poka Yoke. The correlation demonstrated the applicability of lean safety tools in the certification process for ISO 45001.

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Author Biographies

Michelle de Oliveira Menezes, Universidade Federal da Bahia

Currently pursuing a master's degree in Industrial Engineering at the Federal University of Bahia, pursuing research in lean and occupational safety. She holds a bachelor's degree in Production Engineering from the Federal University of Recôncavo da Bahia. During her undergraduate studies, she was part of a research group in the Lean Healthcare field. She has four years of experience in industry, working with Quality, Continuous Improvement, and Management Systems. She is certified in Internal Auditing according to ISO 9001/14001/45001 standards and a Lean Six Sigma Green Belt. She holds an MBA in Project Management from the University of São Paulo.
Cristiane Agra Pimentel, Universidade Federal do Recôncavo da Bahia

Currently a professor in the Production Engineering program at the Federal University of Recôncavo da Bahia (UFRB) in Feira de Santana, she is a senior member of the IEEE and a participant in the professional master's program at UFBA. She has 12 years of experience in the metallurgical industry. Expertise has developed in the areas of quality, lean production systems, audits, and certifications. She is an internal and external auditor of the Integrated Management System (ISO 9001, ISO 14001, and ISO IEC 17025) and a Green Belt. During her master's degree, she worked on the implementation of ISO standards in the public sector, notably the accreditation of the Northeast Biomaterials Laboratory (CERTBIO) to the ISO/IEC 17025 standard. During her doctorate, she worked on the development of materials for use as biomaterials. She currently leads the Lean Healthcare research project, focusing on healthcare in Bahia, and the Digital Twin project in collaboration with CEPEDI in Ilhéus. Winner of the 2021 IEEE Undergraduate Teaching Award, the 2021 and 2022 IEEE WIE Honorable Mention Inspiring Member of the Year Award, and the 2021 Outstanding Branch Counselor Branch Chapter Advisor Award. She has been a member of the IEEE R9 Industry Engagement Committee since 2024 and vice-chair of the WIE Northeast Section since 2025.

References

Abudabbus, A. H. M. (2024). The Effects of ISO 45001:2018 Components on Injuries and Occupational Accidents: A case study in the Dhahra field of the Waha Oil Company. Scholars Journal of Engineering and Technology, 12(08), 267-275. https://doi.org/10.36347/sjet.2024.v12i08.003

Afonso, M., Gabriel, A. T., & Godina, R. (2022). Proposal of an innovative ergonomic SMED model in an automotive steel springs industrial unit. Advances in industrial and Manufacturing Engineering, 4, 100075. https://doi.org/10.1016/J.AIME.2022.100075

Agus, P., Ratna Setyowati, P., Arman, Hj. A., Masduki, A., Innocentius, B., Priyono Budi, S., & Otta Breman, S. (2020). The Effect of Implementation Integrated Management System ISO 9001, ISO 14001, ISO 22000 and ISO 45001 on Indonesian Food Industries Performance. Test Engineering and Management, 82 (20). pp. Recuperado de http://ur.aeu.edu.my/id/eprint/747

Aksüt, G. & Eren, T. (2023). Evaluation of ergonomic criteria with an AHP-based approach in the textile industry and ordering alternatives. Industria Textila, 74(4), 453-463. https://doi.org/10.35530/IT.074.04.2022117

Aksüt, G., Eren, T., & Alakaş, H. M. (2024). Using wearable technological devices to improve workplace health and safety: an assessment on a sector base with multi-criteria decision-making methods. Ain Shams Engineering Journal, 15(2), 102423. https://doi.org/https://doi.org/10.1016/j.asej.2023.102423

Alaidaros, H., Omar, M., & Romli, R. (2021). The state of the art of agile kanban method: challenges and opportunities. Independent Journal of Management & Production, 12(8), 2535-2550. https://doi.org/10.14807/ijmp.v12i8.1482

Alfatonah, Z., Maulana Wardani, Z., Adriansyah, A. P., Salaf, F. A., Prastyo, Y., & Pelita Bangsa, U. (2024). Implementation of Kaizen culture in occupational health and safety (OHS) at PT. Automotive manufacturing Indonesia with the 5S Method. Review: Journal of Multidisciplinary in Social Sciences, 1(13), 548-556. https://doi.org/10.59422/RJMSS.V1I13.658

Amrani, A. & Ducq, Y. (2020). Lean practices implementation in aerospace based on sector characteristics: methodology and case study. Production Planning and Control, 31(16), 1313-1335. https://doi.org/10.1080/09537287.2019.1706197

Antonelli, D. & Stadnicka, D. (2018). Combining factory simulation with value stream mapping: a critical discussion. Procedia CIRP, 67, 30-35. https://doi.org/10.1016/J.PROCIR.2017.12.171

Associação Brasileira de Normas Técnicas. (2018). ABNT NBR ISO 45001:2018. Sistemas de gestão de saúde e segurança ocupacional: requisitos com orientação para uso (Norma traduzida, 47 p.). Rio de Janeiro.

Balaji, M., Dinesh, S. N., Raja, S., Subbiah, R., & Manoj Kumar, P. (2022). Lead time reduction and process enhancement for a low volume product. Materials Today: Proceedings, 62, 1722-1728. https://doi.org/10.1016/J.MATPR.2021.12.240.

Bayu Sejati, R. H., Wibisono, D., & Adhiutama, A. (2024). The collaborative approaches of the knowledge-based performance management system and lean six sigma to improve contractor productivity and safety performances. International Journal of Lean Six Sigma, (ahead-of-print). https://doi.org/10.1108/IJLSS-07-2023-0125/FULL/PDF

Bhattacharya, I. & Ramachandran, A. (2021). Lean manufacturing techniques. Implementation in Indian MSMEs and benefits realized thereof. Indian Journal of Engineering and Materials Sciences (IJEMS), 28(1), 89-101. https://doi.org/10.56042/ijems.v28i1.30113

Bittencourt, R. P. & Nepomuceno, N. S. (2022). Análise dos requisitos comuns às normas ISO 9001:2015, ISO 14001:2015 e ISO 45001:2018. Research, Society and Development, 11(4), e15811427160–e15811427160. https://doi.org/10.33448/RSD-V11I4.27160

Bizuneh, B. & Omer, R. (2024). Lean waste prioritisation and reduction in the apparel industry: application of waste assessment model and value stream mapping. Cogent Engineering, 11(1), 2341538.https://doi.org/10.1080/23311916.2024.2341538

Bravo-Paliz, J. S. & Avilés-Sacoto, S. V. (2023). Characterizing the integration of BRC food safety certification and lean tools: the case of an Ecuadorian packaging company. TQM Journal, 35(4), 872-892. https://doi.org/10.1108/TQM-05-2021-0120

Calixto, B. (2023). Análise da utilização do método AHP no processo de avaliação e priorização de riscos ocupacionais em um laboratório de ensino e pesquisa de uma instituição. (Dissertação de mestrado). Universidade Federal de Itajubá, Itajubá, MG, Brasil. Recuperado de https://bdtd.ibict.br/vufind/Record/UFEI_93eb5f1073d08b96a65df661a54a1e62

Campanelli, L. C., Ribeiro, L. D., & Campanelli, L. C. (2021). Involvement of Brazilian companies with occupational health and safety aspects and the new ISO 45001:2018. Production, 31, e20210005. https://doi.org/10.1590/0103-6513.20210005

Chahal, V., Narwal, M. S., & Kumar, S. (2021). Ranking of lean critical success factors in manufacturing industry: AHP Approach. In: C. Pandey, V. Goyat, & S. Goel (Eds.), Advances in Materials and Mechanical Engineering (pp. 411-419). Springer Singapore. https://doi.org/10.1007/978-981-16-0673-1_34

Dzięgielewska, P., Konarkowska, O., & Górny, A. (2022). Adapting an OHS management system to ISO 45001 requirements: ensuring system management effectiveness. European Research Studies Journal, XXV(1), 809-819. Recuperado de https://www.um.edu.mt/library/oar/handle/123456789/98385

Elapanda, S., Rao, U. V. A., Kumar, E. S., Raju, I. B., & Rama Rao, S. G. (2020). An analysis on application of lean framework in health and safety management for manufacturing & service organizations. Recuperado de https://papers.ssrn.com/abstract=3600689

Erusta, N. E., & Sertyesilisik, B. (2020). An investigation into improving occupational health and safety performance of construction projects through usage of BIM for Lean Management. Communications in Computer and Information Science, 1188 CCIS, 91-100. https://doi.org/10.1007/978-3-030-42852-5_8

Fernandes, J. P. R., Godina, R., & Matias, J. C. O. (2019). Evaluating the impact of 5S implementation on occupational safety in an automotive industrial unit. Springer Proceedings in Mathematics and Statistics, 281, 139-148. https://doi.org/10.1007/978-3-030-14973-4_13

Górny, A., Dzięgielewska, P., & Konarkowska, O. (2023). Management system adaptation to iso 45001 requirements: implementation of the guidelines for continuous improvement. Acta Technica Napocensis. Series: Applied Mathematics, Mechanics, And Engineering, 65(4S). Recuperado de https://atnamam.utcluj.ro/index.php/Acta/article/view/2042

Guimarães, A., Oliveira, E. e., Oliveira, M., & Pereira, T. (2025). Effects of Lean Tools and Industry 4.0 technology on productivity: An empirical study. Journal of Industrial Information Integration, 44, 100787. https://doi.org/10.1016/J.JII.2025.100787

Gupta, S. & Chandna, P. (2020). A case study concerning the 5S lean technique in a scientific equipment manufacturing company. Grey Systems, 10(3), 339-357. https://doi.org/10.1108/GS-01-2020-0004/FULL/PDF

Hamja, A., Maalouf, M., & Hasle, P. (2019). The effect of lean on occupational health and safety and productivity in the garment industry. A literature review. Production and Manufacturing Research, 7(1), 316-334. https://doi.org/10.1080/21693277.2019.1620652

Hariyani, D., Hariyani, P., Mishra, S., & Sharma, M. K. (2025). A literature review on lean tools for enhancing the quality in the outcome-based education system. Thinking Skills and Creativity, 57, 101793. https://doi.org/10.1016/J.TSC.2025.101793

Hoscan, O. & Cetinyokus, S. (2021). Determination of emergency assembly point for industrial accidents with AHP analysis. Journal of Loss Prevention in the Process Industries, 69, 104386. Recuperado de https://doi.org/10.1016/j.jlp.2020.104386.

Ichdan, D. A. (2024). Analysis of employee performance through productivity: The role of kaizen culture, motivation, and work discipline in the manufacturing industry. Annals of Human Resource Management Research, 4(1), 13–28. Recuperado de https://doi.org/10.35912/AHRMR.V4I1.2158

Janackovic, G., Stojiljkovic, E., & Grozdanovic, M. (2020). Selection of key indicators for the improvement of occupational safety system in electricity distribution companies. Safety Science, 125, 103654. https://doi.org/10.1016/J.SSCI.2017.07.009

Konrad, K., Sommer, M., & Shareef, I. (2023). Crate consolidation and standardization using lean manufacturing systems. Manufacturing Letters, 35, 1264-1275. https://doi.org/10.1016/J.MFGLET.2023.08.105

Kumar, M. B. & Parameshwaran, R. A. (2020). A comprehensive model to prioritise lean tools for manufacturing industries: a fuzzy FMEA, AHP and QFD-based approach. International Journal of Services and Operations Management, 37(2), 170-196. https://doi.org/10.1504/IJSOM.2020.110337

Kumar, M. B., Parameshwaran, R., Antony, J., & Cudney, E. (2023). Framework for Lean implementation through Fuzzy AHP-COPRAS integrated approach. IEEE Transactions on Engineering Management, 70(11), 3836-3848. https://doi.org/10.1109/TEM.2021.3089691

Kumar, N., Shahzeb Hasan, S., Srivastava, K., Akhtar, R., Kumar Yadav, R., & Choubey, V. K. (2022). Lean manufacturing techniques and its implementation: A review. Materials Today: Proceedings, 64, 1188-1192. https://doi.org/10.1016/J.MATPR.2022.03.481

Lara, A. C., Menegon, E. M. P., Sehnem, S., & Kuzma, E. (2022). Relationship between Just in Time, Lean Manufacturing, and Performance Practices: a meta-analysis. Gestão & Produção, 29, e9021. https://doi.org/10.1590/1806-9649-2022V29E9021

Liu, X., Liu, Y., Li, H., & Wen, D. (2023). Identification and analysis of barriers to the effectiveness of ISO 45001 certification in Chinese certified organisations: A DEMATEL-ISM approach. Journal of Cleaner Production, 383, 135447. https://doi.org/10.1016/J.JCLEPRO.2022.135447

Małysa, T. (2025). Application of selected Lean tools in the improvement of work safety in the use of machinery. Production Engineering Archives, 31(1), 129-136. https://doi.org/10.30657/PEA.2025.31.12

Małysa, T. & Furman, J. (2021). Application of selected lean manufacturing (LM) tools for the improvement of work safety in the steel industry. Metalurgija, 60(3-4), 434-436. Recuperado de https://hrcak.srce.hr/256129

Marques, J. P., Sá, J. C., G Silva, F. J., Pereira, T., Ferreira, L. P., & Santos, G. (2021). Safety efficiency value stream mapping (SEVSM). A new tool to support the implementation of Lean Safety. IOP Conference Series: Materials Science and Engineering, 1193(1), 012124. https://doi.org/10.1088/1757-899X/1193/1/012124

Menezes, M. de O., Sant’anna, Â, M. O., & Pimentel, C. A. (2024). Prospecção científica da aplicação do Lean Manufacturing na segurança ocupacional. Brazilian Journal of Production Engineering, (4), 213-225. https://doi.org/10.47456/BJPE.V10I4.46281

Mittal, R. & Shameem, H. (2024). A framework for lean tool selection in the label printing industry for sustainable growth. International Journal of System Assurance Engineering and Management. https://doi.org/10.1007/s13198-024-02257-3

Oliveira, M., Tavares, A., dos Santos, I., & Veroneze, G. (2022). Improvement of the process performance of a tire manufacturing company through the implementation of management tools based on the michelin manufacturing way philosophy (MMW). Proceedings on Engineering Sciences, 4(4), 397-406. https://doi.org/10.24874/PES04.04.002

Panigrahi, S., al Ghafri, K. K., al Alyani, W. R., Ali Khan, M. W., al Madhagy, T., & Khan, A. (2023). Lean manufacturing practices for operational and business performance: A PLS-SEM modeling analysis. International Journal of Engineering Business Management, 15. https://doi.org/10.1177/18479790221147864

Ratter, E., & Karcz, J. (2023). Possibilities of utilizing lean management tools in the high-level structure (HLS) concept. European Research Studies Journal, XXVI (Issue 1), 379-389. https://doi.org/10.35808/ERSJ/3117

Rocha, D. P., & Sousa, J. C. de. (2021). Gestão Da Qualidade: A Importância do Método Kanban como Ferramenta Gerencial / Quality Management: The Importance of the Kanban Method as a Management Tool. ID on Line. Revista de Psicologia, 15(55), 449-468. Recuperado de https://doi.org/10.14295/idonline.v15i55.3085

Sá, J. C., Dinis-Carvalho, J., Fraga, H., Lima, V., Silva, F. J. G., & Bastos, J. (2023). The impact of Lean on occupational safety in organisations. IFIP Advances in Information and Communication Technology, 668 IFIP, 184-192. https://doi.org/10.1007/978-3-031-25741 4_16/TABLES/2

Sá, J. C., Manuel, V., Silva, F. J. G., Santos, G., Ferreira, L. P., Pereira, T., & Carvalho, M. (2021). Lean Safety - assessment of the impact of 5S and Visual Management on safety. IOP Conference Series: Materials Science and Engineering, 1193(1), 012049. https://doi.org/10.1088/1757-899X/1193/1/012049

Sá, J. C., Sales-Contini, R. C. M., Silva, F. J. G., Dinis-Carvalho, J., Cardoso, L., & Fonseca, L. (2024). The Impact of SMED on Productivity and Safety. IFIP Advances in Information and Communication Technology, 681, 257-270. https://doi.org/10.1007/978-3-031-63265-5_20

Saaty, T. L. (2008). Decision making with the analytic hierarchy process. International Journal of Services Sciences, 1(1), 83-98. https://doi.org/10.1504/IJSSCI.2008.017590

Saaty, T. L., & Vargas, L. G. (2012). Models, methods, concepts & applications of the analytic hierarchy process (2nd ed., pp. 1-20). Springer. https://doi.org/10.1007/978-1-4614-3597-6

Sadowski, A., Jędrzejczak, R., Starzynska, D., & Engelseth, P. (2024). Using visual management to improve logistics operations. International Journal of Lean Six Sigma, 15(7), 1494-1512. https://doi.org/10.1108/IJLSS-02-2021-0032

Samanta, S., & Gochhayat, J. (2023). Critique on occupational safety and health in construction sector: An Indian perspective. Materials Today: Proceedings, 80, 3016-3021. https://doi.org/10.1016/J.MATPR.2021.05.707

Soltaninejad, M., Fardhosseini, M. S., & Kim, Y. W. (2022). Safety climate and productivity improvement of construction workplaces through the 6S system: mixed-method analysis of 5S and safety integration. International Journal of Occupational Safety and Ergonomics, 28(3), 1811-1821. https://doi.org/10.1080/10803548.2021.1935624

Taghipour, A., Hoang, P., & Cao, X. (2020). Just in time/lean purchasing approach: An investigation for research and applications. Journal of Advanced Management Science, 8(2), 43-48. https://doi.org/10.18178/joams.8.2.43-48

Tamanna, S. & Rahman, M. M. (2022). Prioritization of effective lean tools for reliability analysis & maintenance strategy. Journal of Engineering Advancements, 3(03), 112-130. https://doi.org/10.38032/JEA.2022.03.006

Trubetskaya, A., Ryan, A., & Murphy, F. (2023). An implementation model for digitisation of visual management to develop a smart manufacturing process. International Journal of Lean Six Sigma, 15(8), 32-49. https://doi.org/10.1108/IJLSS-07-2022-0156/FULL/PDF

Unver, S., & Ergenc, I. (2021). Safety risk identification and prioritize of forest logging activities using analytic hierarchy process (AHP). Alexandria Engineering Journal, 60(1), 1591-1599. https://doi.org/https://doi.org/10.1016/j.aej.2020.11.012

Yazıcı, K., Gökler, S. H., & Boran, S. (2021). An integrated SMED-fuzzy FMEA model for reducing setup time. Journal of Intelligent Manufacturing, 32(6), 1547-1561. https://doi.org/10.1007/S10845-020-01675-X/METRICS

Yeshitila, D., Kitaw, D., & Jilcha, K. (2021). Applying Lean Thinking to improve operational safety in oil and gas industry. Open Journal of Safety Science and Technology, 11(3), 120-141. https://doi.org/10.4236/OJSST.2021.113009