Analytic hierarchy process (AHP) and the definition of attributes to support decision making: a bibliometric analysis

Authors

  • Wellington Gonçalves Universidade Federal do Espírito Santo (UFES), Brasil
  • Alessandro Roberto Rocha Universidade Federal de Juiz de Fora https://orcid.org/0000-0003-3580-7990
  • Fernando Nascimento Zatta Universidade Presbiteriana Mackenzie
  • Diego Vieira dos Santos Instituto Federal de Educação, Ciência e Tecnologia do Espírito Santo

DOI:

https://doi.org/10.47456/bjpe.v7i5.36744

Keywords:

Bibliometric coupling; Bibliometrics; Cocitation; Co-occurrence; Web of Science.

Abstract

Due to its high flexibility and wide applicability, different paths taken and points of view about the Analytic Hierarchy Process (AHP) have been extensively studied in the literature over the last 50 years. At the time this work was written, a bibliometric analysis on the state of the art of how criteria are being defined and measured in the use of AHP for managing activities and operations has not been identified. Thus, we performed a review in the Web of Science (WoS) database, using applied research articles, published between 1970 and 2020. Aspects such as citation and publication structure were used to organize the realization of the estimate of literary evolution through the software Zotero. We then employ VOSviewer software to map cocitation and co-occurrence. The results show a gradual increase in citation and publication structure, in addition to hybrid uses and applications, highlighting AHP as an important element for academia and also for the advancement of knowledge about aiding decision-making. This work contributes to science by identifying practices in the use of AHP, helping different people interested in the subject to understand the different paths and approaches given to the aspects of use.

Downloads

Download data is not yet available.

Author Biographies

Wellington Gonçalves, Universidade Federal do Espírito Santo (UFES), Brasil

Works with planning and management of operations in the supply chain, working mainly on the following topics: planning and management of services and logistics operations, integration in the supply chain, planning and transport management. His current research interest is in the following topics: logistics and services.

Alessandro Roberto Rocha, Universidade Federal de Juiz de Fora

Master in Public Management from the Federal University of Espírito Santo (2020). Postgraduate in Finance from the Federal University of Juiz de Fora (2014). Bachelor's degree in Business Administration from Faculdade Estácio de Sá de Juiz de Fora (2008). Federal public servant, holding the position of Administrator at the Federal University of Juiz de Fora, Governador Valadares campus, MG.

Fernando Nascimento Zatta, Universidade Presbiteriana Mackenzie

Graduated in Accounting from Universidade Vila Velha, 1985, studied at UFES, 1994, where he specialized in Production Engineering, from FGV-RJ, 1996, where he specialized in Accounting Sciences. From Fucape Business School, 2004, he became a Master in Finance and Accounting. In 2013, he did a Post-MBA in Business Intelligence at FGV-SP. PhD in Production Engineering from the Methodist University of Piracicaba, in 2015. Post-doctorate in Controllership and Business Finance, Universidade Presbiteriana Mackenzie. Post-doctorate in Business Administration, 2017, Methodist University of São Paulo. Extensive professional experience in various industrial, commercial, services and financial organizations from different sectors, having already played the role of advisor to director. Advisor and consultant to Boards of Directors and Supervisory Board - textile segment, mixed economy, state, port authority, health, transport, development. urban, non-profit org, vehicle con, civil construction and auto parts. Acting in Strategic Committees composed of directors, directors and shareholders in the administrative, financial and operational areas. Governance, risks, compliance, internal controls, auditing and due diligence. Consultant in public and private companies such as tax advisor certified by IBGC, board member / C-Level - board member in certif by HSM University. Chairman and member of the Audit Committee certified by the IBGC, member of the audit committee in non-financial companies, by the IBGC - Audit Committee Financial Expert (ACFE). Consultant in risk management, compliance, internal audit, due diligence, in Control-self Assessment, in Risk Management Assurance (CRMA), internal controls, fraud and loss prevention, continuity plans, crisis management. Consultant in the integrity and consistency process of internal controls and financial reports at SOX. Consultant in the implementation of the General Data Protection Law certified by the Vanzolini Foundation. Leader Coaching Training, mentor and IBC certified business coach. Expertise in structuring and implementing risk management programs. Formation of an Audit Committee, through the provision of an autonomous service, of a very personal nature, or through the specialized company, HMZ Consultoria de Negócios ? Management and Result. Experience in business management, corporate and family governance consultant, working in business and corporate operations, development of new products and family business models. Specialist business consultant, succession planning, family businesses, middle market consulting, economic management consulting for companies with a focus on strategic planning, financial planning, budget control, costs, prices and profitability, design and implementation of management information systems, costs, accounting and tax regulation, alliances, partnerships, minority investments and joint ventures, feasibility studies and economic-financial diagnosis, implementation of controllership and shared services, structuring of industrial plants, leasing, operations management, SCM, IPO , issue of debentures, strategic committees, public and private internal and independent audits, resource and competence management, experience in restructuring and knowledge in privatization, divestment and privatization, corporate reorganization, corporate transactions, resource management. Your continuing education includes board member/C-Level - board member programs certified by HSM University (2021), Fiscal Council ? CCF certified by IBGC, Audit Committee certified by IBGC, member of Audit Committee in non-financial companies, by IBGC - Audit Committee Financial Expert (ACFE), update in compliance, governance and risk management by IBGC. GDPR Leader Coaching Training - IBC. 

Diego Vieira dos Santos, Instituto Federal de Educação, Ciência e Tecnologia do Espírito Santo

Magíster en Gestión Pública de la Universidad Federal de Espírito Santo. Tiene una Especialización Lato Sensu en Gestión Pública de la Faculdade Capixaba de Nova Venécia (2012). Graduada en Administración de Empresas por la Faculdade Vale do Cricaré (2011). Trabaja desde 2015 como Servidor Técnico-Administrativo (Administrador) en el Instituto Federal de Educación, Ciencia y Tecnología de Espírito Santo.

References

Awasthi, A., Govindan, K., & Gold, S. (2018). Multi-tier sustainable global supplier selection using a fuzzy AHP-VIKOR based approach. International Journal of Production Economics, 195, 106-117. https://doi.org/10.1016/j.ijpe.2017.10.013.

Bruno, G., Esposito, E., Genovese, A., & Passaro, R. (2012). AHP-based approaches for supplier evaluation: problems and perspectives. Journal of Purchasing & Supply Management, 18(3), 159-172. https://doi.org/10.1016/j.pursup.2012.05.001.

Cebrino, J., & Portero De La Cruz, S. (2020). A worldwide bibliometric analysis of published literature on workplace violence in healthcare personnel. PLoS one, 15(11), e0242781. https://doi.org/10.1371/journal.pone.0242781.

Chan, F. T. S., & Chan, H. K. (2004). Development of the supplier selection model – a case study in the advanced technology industry. Proceedings of the Institution of Mechanical Engineers Part B – Journal of Engineering Manufacture, 4(3), 1807-1824. https://doi.org/10.1177/095440540421801213.

Demuner, M. T., Zatta, F. N., Freitas, R. R., & Goncalves, W. (2020). Multidimensional approach to elaborate strategic map in small businesses through the integration BSC-AHP. Brazilian Journal of Production Engineering, 6(3), 57-74. Recuperado de https://www.periodicos.ufes.br/bjpe/article/view/29290.

Dey, P. K., & Cheffi, W. (2013). Green supply chain performance measurement using the analytic hierarchy process: a comparative analysis of manufacturing organisations. Production Planning & Control, 24(8-9), 702-720. https://doi.org/10.1080/09537287.2012.666859.

Fouladgar, M. M., Yazdani-Chamzini, A., Lashgari, A., Zavadskas, E. K., & Turskis, Z. (2012). Maintenance strategy selection using AHP and COPRAS under fuzzy environment. International journal of strategic property management, 16(1), 85-104. https://doi.org/10.3846/1648715X.2012.666657.

Friendly, A. (2019). The contradictions of participatory planning: Reflections on the role of politics in urban development in Niterói, Brazil. Journal of Urban Affairs, 41(7), 910-929. https://doi.org/10.1080/07352166.2019.1569468.

Gonçalves, W. (2016). Integração de Técnicas de Análise Multivariada e Método Multicritério para Localização de Centros de Distribuição (Tese de doutorado). Universidade Metodista de Piracicaba, Santa Bárbara D’Oeste, SP, Brasil. Recuperado de https://iepapp.unimep.br/biblioteca_digital/pdfs/docs/18112016_160918_wellingtongoncalves_ok.pdf.

Gora, A. A. (2019). The Link Between Decision Making Process and Performance: A Bibliometric Analysis. Management and Economics Review, 4(2), 177-191. Recuperado de http://mer.ase.ro/files/2019_2/4-8.pdf.

Ho, W., Dey, P. K., & Lockström, M. (2011). Strategic sourcing: a combined QFD and AHP approach in manufacturing. Supply Chain Management: An International Journal, 16(6), 446-461. https://doi.org/10.1108/13598541111171093.

Ho, W., & Ma, X. (2018). The state-of-the-art integrations and applications of the analytic hierarchy process. European Journal of Operational Research, 267(2), 399-414, https://doi.org/10.1016/j.ejor.2017.09.007.

Kou, G., & Lin, C. (2014). A cosine maximization method for the priority vector derivation in AHP. European Journal of Operational Research, 235(1), 225-232, https://doi.org/10.1016/j.ejor.2013.10.019.

Kubler, S., Robert, J., Derigent, W., Voisin, A., & Le Traon, Y. (2016). A state-of the-art survey & testbed of fuzzy AHP (FAHP) applications. Expert Systems with Applications, 65, 398-422. https://doi.org/10.1016/j.eswa.2016.08.064.

Martins, C. L., López, H. M. L., Almeida, A. T., Almeida, J. A., & Oliveira Bortoluzzi, M. B. (2017). An MCDM project portfolio web-based DSS for sustainable strategic decision making in an electricity company. Industrial Management & Data Systems, 117(7), 1362-1375. https://doi.org/10.1108/IMDS-09-2016-0412.

Merigó, J. M., & Yang, J. B. (2017). A bibliometric analysis of operations research and management science. Omega, 73, 37-48. https://doi.org/10.1016/j.omega.2016.12.004.

Mosadeghi, R., Warnken, J., Tomlinson, R., & Mirfenderesk, H. (2015). Comparison of Fuzzy-AHP and AHP in a spatial multi-criteria decision making model for urban land-use planning. Computers, Environment and Urban Systems, 49, 54-65. https://doi.org/10.1016/j.compenvurbsys.2014.10.001.

Muralidharan, C., Anantharaman, N., & Deshmukh, S. G. (2002). A multi‐criteria group decisionmaking model for supplier rating. Journal of supply chain management, 38(3), 22-33. https://doi.org/10.1111/j.1745-493X.2002.tb00140.x.

Ossadnik, W., Schinke, S., & Kaspar, R. H. (2016). Group aggregation techniques for analytic hierarchy process and analytic network process: a comparative analysis. Group Decision and Negotiation, 25(2), 421-457. https://doi.org/10.1007/s10726-015-9448-4.

Petruni, A., Giagloglou, E., Douglas, E., Geng, J., Leva, M. C., & Demichela, M. (2019). Applying Analytic Hierarchy Process (AHP) to choose a human factors technique: Choosing the suitable Human Reliability Analysis technique for the automotive industry. Safety Science, 119, 229-239. https://doi.org/10.1016/j.ssci.2017.05.007.

Podgórski, D. (2015). Measuring operational performance of OSH management system–A demonstration of AHP-based selection of leading key performance indicators. Safety science, 73, 146-166. https://doi.org/10.1016/j.ssci.2014.11.018.

Qaiser, F. H., Ahmed, K., Sykora, M., Choudhary, A., & Simpson, M. (2017). Decision support systems for sustainable logistics: a review and bibliometric analysis. Industrial Management & Data Systems, 117(7), 1376-1388. https://doi.org/10.1108/IMDS-09-2016-0410.

Saaty, T. L. (1977). A Scaling Method for Priorities in Hierarchical Structures. Journal of Mathematical Psychology, 15, 234-281. https://doi.org/10.1016/0022-2496(77)90033-5.

_______. (1991). Método de análise hierárquica. São Paulo: McGraw-Hill, Makron Books.

_______. (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.

Sánchez, A. D., Del Río, M. D. L. C., & García, J. Á. (2017). Bibliometric analysis of publications on wine tourism in the databases Scopus and WoS. European Research on Management and Business Economics, 23(1), 8-15. https://doi.org/10.1016/j.iedeen.2016.02.001.

Santos, P. H., Neves, S. M., Sant’Anna, D. O., Oliveira, C. H., & Carvalho, H. D. (2019). The analytic hierarchy process supporting decision making for sustainable development: An overview of applications. Journal of cleaner production, 212, 119-138. https://doi.org/10.1016/j.jclepro.2018.11.270.

Webb, M. J. (2018). Estimating Uncertainty Attributable to Inconsistent Pairwise Comparisons in the Analytic Hierarchy Process (AHP) - (Tese de doutorado). George Washington University, Washington, 2018.

Yadav, V., & Sharma, M. K. (2016). Multi-criteria supplier selection model using the analytic hierarchy process approach. Journal of Modelling in Management, 11(1), 326-354. https://doi.org/10.1108/JM2-06-2014-0052.

Yahya, S., & Kingsman, B. (1999). Vendor rating for an entrepreneur development programme: a case study using the analytic hierarchy process method. Journal of the Operational Research Society, 50(9), 916-930, https://doi.org/10.1057/palgrave.jors.2600797.

Zatta, F. N., Mattos, A. L., Oliveira, R. R., Freitas, R. R., & Gonçalves, W. (2019). Aplicação do Analytic Hierarchy Process na escolha de planos de saúde. Research, Society and Development, 8(1), p. e1881532, https://doi.org/10.33448/rsd-v8i1.532.

Zhou, S., & Yang, P. (2020). Risk management in distributed wind energy implementing Analytic Hierarchy Process. Renewable Energy, 150, 616-623. https://doi.org/10.1016/j.renene.2019.12.125.

Downloads

Published

2021-11-17

How to Cite

Gonçalves, W., Rocha, A. R., Zatta, F. N., & Santos, D. V. dos. (2021). Analytic hierarchy process (AHP) and the definition of attributes to support decision making: a bibliometric analysis. Brazilian Journal of Production Engineering, 7(5), 103–118. https://doi.org/10.47456/bjpe.v7i5.36744

Issue

Vol. 7 No. 5 (2021): Número Regular (Outubro - Dezembro)

Section

OPERATIONAL RESEARCH

License

Copyright (c) 2021 Brazilian Journal of Production Engineering - BJPE

Creative Commons License

This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License.

Atribuição-NãoComercial-CompartilhaIgual
CC BY-NC-SA

This license lets others remix, adapt, and build upon your work non-commercially, as long as they credit you and license their new creations under the identical terms.

Most read articles by the same author(s)

1 2 3 > >>