Investigating car purchasing decision-making process using Multi- Objective Optimization Ratio Analysis based Analytical Hierarchy Process Model: An empirical case from Vietnam

Authors

  • PHI-HUNG NGUYEN

Keywords:

Car purchasing, MCDM, AHP, MOORA, Vietnam

Abstract

This study aims to define and quantify the factors affecting selecting the best car among the market's available alternatives. Many criteria are involved while deciding to purchase the best car from various car models; therefore, car purchasing behaviour is a multi-criteria decision-making problem (MCDM). Proposed criteria are based on the customers’ survey when they are willing to purchase the cars, including Price, Branding, Safety, Performance, Exterior, Fuel efficiency, Maintainance cost, After-Sale Service, and Resale. In this study, the AHP technique calculates each criterion's weight, and then Multi-Objective Optimization Ratio Analysis (MOORA) is employed to rank the car models in a numerical example from Vietnam. The results show that this proposed model can minimize the consumer effort to select a car and make accurate decisions. Furthermore, this study's findings could provide car manufacturers with valuable insight into the criteria that reflect the customer's assessment of the car selection process.

JEL: C02, C61, D53, Q14

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References

Ali, Y., Mehmood, B., Huzaifa, M., Yasir, U., & Khan, A. U. (2020). Development of a new hybrid multi criteria decision-making method for a car selection scenario. Facta Universitatis, Series: Mechanical Engineering, 18(3), 357–373. https://doi.org/10.22190/FUME200305031A

Biswas, T. K., & Saha, P. (2019). Selection of commercially available scooters by new MCDM method. International Journal of Data and Network Science, 3(2), 137–144. https://doi.org/10.5267/j.ijdns.2018.12.002

Brauers, W. K. M., & Zavadskas, E. K. (2006). The MOORA method and its application to privatization in a transition economy. Control and Cybernetics, 35(2), 445–469.

Byun, D. H. (2001). The AHP approach for selecting an automobile purchase model. Information and Management, 38(5), 289–297. https://doi.org/10.1016/S0378-7206(00)00071-9

Chand, M., & Avikal, S. (2016). An MCDM based approach for purchasing a car from Indian car market. 4th Students Conference on Engineering and Systems, SCES 2015, 8–11. https://doi.org/10.1109/SCES.2015.7506454

Ertuǧrul, I., & Karakaşoǧlu, N. (2009). Performance evaluation of Turkish cement firms with fuzzy analytic hierarchy process and TOPSIS methods. Expert Systems with Applications, 36(1), 702–715. https://doi.org/10.1016/j.eswa.2007.10.014

Hatami-Marbini, A., & Kangi, F. (2017). An extension of fuzzy TOPSIS for a group decision making with an application to tehran stock exchange. Applied Soft Computing Journal, 52, 1084–1097. https://doi.org/10.1016/j.asoc.2016.09.021

Karim, R., & Karmaker, C. L. (2016). Machine Selection by AHP and TOPSIS Methods. American Journal of Industrial Engineering, Vol. 4, 2016, Pages 7-13, 4(1), 7–13. https://doi.org/10.12691/AJIE-4-1-2

Lim, M. C. H., Ayoko, G. A., Morawska, L., Ristovski, Z. D., & Jayaratne, E. R. (2007). The effects of fuel characteristics and engine operating conditions on the elemental composition of emissions from heavy duty diesel buses. Fuel, 86(12–13), 1831–1839. https://doi.org/10.1016/j.fuel.2006.11.025

NGUYEN, P.-H., TSAI, J.-F., NGUYEN, H.-P., NGUYEN, V.-T., & DAO, T.-K. (2020).

Assessing the Unemployment Problem Using A Grey MCDM Model under COVID-19 Impacts: A Case Analysis from Vietnam. The Journal of Asian Finance, Economics and Business, 7(12), 53–62. https://doi.org/10.13106/jafeb.2020.vol7.no12.053

NGUYEN, P.-H., TSAI, J.-F., NGUYEN, T.-T., NGUYEN, T.-G., & VU, D.-D. (2020). A Grey

MCDM Based on DEMATEL Model for Real Estate Evaluation and Selection Problems: A Numerical Example. The Journal of Asian Finance, Economics and Business, 7(11), 549– 556. https://doi.org/10.13106/jafeb.2020.vol7.no11.549

Nguyen, P. H. (2021). A Fuzzy Analytic Hierarchy Process (FAHP) Based on SERVQUAL for Hotel Service Quality Management: Evidence from Vietnam. Journal of Asian Finance, Economics and Business, 8(2), 1101–1109. https://doi.org/10.13106/jafeb.2021.vol8.no2.1101

Nguyen, P. H., Tsai, J. F., Kumar, V. A. G., & Hu, Y. C. (2020). Stock investment of agriculture companies in the Vietnam stock exchange market: An AHP integrated with GRA-TOPSIS- MOORA approaches. Journal of Asian Finance, Economics and Business, 7(7), 113–121. https://doi.org/10.13106/jafeb.2020.vol7.no7.113

NGUYEN, P. H., TSAI, J. F., NGUYEN, V. T., VU, D. D., & DAO, T. K. (2020). A Decision

Support Model for Financial Performance Evaluation of Listed Companies in The Vietnamese Retailing Industry. Journal of Asian Finance, Economics and Business, 7(12), 1005–1015. https://doi.org/10.13106/JAFEB.2020.VOL7.NO12.1005

Rezaie, K., Ramiyani, S. S., Nazari-Shirkouhi, S., & Badizadeh, A. (2014). Evaluating performance of Iranian cement firms using an integrated fuzzy AHP-VIKOR method. Applied Mathematical Modelling, 38(21–22), 5033–5046. https://doi.org/10.1016/j.apm.2014.04.003

Saaty, T. L. (2000). Fundementals of decision making and priority theory. In Pittsburgh, PA: RWS Publications (Vol. 21). RWS publications.

Sakthivel, G., Ilangkumaran, M., Nagarajan, G., Raja, A., Ragunadhan, P. M., & Prakash, J. (2013). A hybrid MCDM approach for evaluating an automobile purchase model. International Journal of Information and Decision Sciences, 5(1), 50–85. https://doi.org/10.1504/IJIDS.2013.052017

Salardini, F. (2013). An AHP-GRA method for asset allocation: A case study of investment firms on Tehran Stock Exchange. Decision Science Letters, 2(4), 275–280. https://doi.org/10.5267/j.dsl.2013.06.002

Shaverdi, M., Heshmati, M. R., & Ramezani, I. (2014). Application of fuzzy AHP approach for financial performance evaluation of iranian petrochemical sector. Procedia Computer Science, 31(Itqm), 995–1004. https://doi.org/10.1016/j.procs.2014.05.352

Tang, Y.-C., & Beynon, M. J. (2005). Application and Development of a Fuzzy Analytic Hierarchy Process within a Capital Investment Study. 經濟與管理論叢Journal of Economics and Management), 1(2), 207–230.

TRAN, T.-T., NGO, T. Q.-A., CUNG, T. N.-A., NGUYEN, T.-G., VU, D.-D., NGUYEN, P.-H.,

& TSAI, J.-F. (2020). Influencing Factors of the International Payment Service Quality at Joint Stock Commercial Bank for Investment and Development of Vietnam. The Journal of Asian Finance, Economics and Business, 7(10), 241–254. https://doi.org/10.13106/jafeb.2020.vol7.n10.241

TRAN, T. T., NGO, T. Q. A., CUNG, T. N. A., NGUYEN, T. G., VU, D. D., NGUYEN, P. H.,

& TSAI, J. F. (2020). Influencing Factors of the International Payment Service Quality at Joint Stock Commercial Bank for Investment and Development of Vietnam. Journal of Asian Finance, Economics and Business, 7(10), 241–254.

https://doi.org/10.13106/jafeb.2020.vol7.no10.241

Tzeng, G. H., Lin, C. W., & Opricovic, S. (2005). Multi-criteria analysis of alternative-fuel buses for public transportation. Energy Policy, 33(11), 1373–1383. https://doi.org/10.1016/j.enpol.2003.12.014

White, G. P. (1987). The implementation of management science in higher education administration. Omega, 15(4), 283–290. https://doi.org/10.1016/0305-0483(87)90016-8 Zapolskytė, S., Burinskienė, M., & Trépanier, M. (2020). Evaluation criteria of smart city

mobility system using MCDM method. Baltic Journal of Road and Bridge Engineering, 15(4), 196–224. https://doi.org/10.7250/bjrbe.2020-15.501

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Published

2021-04-30

How to Cite

NGUYEN, P.-H. . (2021). Investigating car purchasing decision-making process using Multi- Objective Optimization Ratio Analysis based Analytical Hierarchy Process Model: An empirical case from Vietnam. The Journal of Contemporary Issues in Business and Government, 27(2), 5702–5717. Retrieved from https://cibgp.com/au/index.php/1323-6903/article/view/1467