Multicriteria Decision Making for the Choice of the Global System for Mobile Telecommunication

Authors

  • Umaru Hassan
    School of Mathematical Science, Universiti Sains Malaysia, 11800 Pinang, Malaysia; Department of Statistics, Federal Polytechnic Damaturu, Yobe, Nigeria
  • Mohd Tahir Ismail
    School of Mathematical Science, Universiti Sains Malaysia, 11800 Pinang, Malaysia
  • Auwal Saleh Liman
    Department of Statistics, Adamawa State Polytechnic, Nauman, Adamawa state, Nigeria
  • Olayemi Joshua Ibidoja
    School of Mathematical Science, Universiti Sains Malaysia, 11800 Pinang, Malaysia

Keywords:

Subscriber identity module, Service providers, Multiple attribute, Analytic hierarchy process

Abstract

When multiple conflicting criteria are available and must be considered, Multi-Criteria Decision Making (MCDM), a subfield of operations research, aids the decision maker in addressing the problem. The use of MCDM, a valuable and effective technique that may be applied in situations of certainty or uncertainty, makes it easier to integrate quantitative and qualitative assessments into scientific procedures. However, many Nigerians are found to retain more than one Subscriber Identity Module (SIM) in response to which of the network providers is best suited to meet their needs. This will help to minimize the number of SIM cards each person will carry, consequently reducing the cost of maintaining them. The aim of this study is to recognize and prioritize the most important mobile service provider criteria in the telecom industry in Borno State, Nigeria. Seven attributes were selected from the literature and customers. Questionnaires were systematically distributed, utilizing convenience and deliberate sampling, to 1200 customers. MTN and AIRTEL are the two most preferred service providers over the other operators within the competitive environment. It is advised that to increase their customer base, service providers in the research region enhance network connectivity, low call rates, and voice clarity.

Dimensions

J. A. Adebisi & O. M. Babatunde, “Green Information and Communication Technologies Implementation in Textile Industry Using Multicriteria Method”, Journal of the Nigerian Society of Physical Sciences 4 (2022) 165. https://doi.org/10.46481/jnsps.2022.518

K. Ajilore & B. O. Rasheed, “GSM Operators’ Unsolicited Promotional SMS and the Attitude of Undergraduates in Select Universities in South-West Nigeria”, (2020).

S. Adebisi & A. S. Abayomi, “GSM Marketing Service Providers Operations and Customers Satisfaction in Nigeria: An Empirical Investigation Articles View project Knowledge Management as Strategic Tool for Performance of Selected Global System for Mobile Telecommunication (GSM) Firms in Nigeria View project GSM Marketing Service Providers Operations and Customers Satisfaction in Nigeria: An Empirical Investigation”, (2017).

A. Victor, S. Oyebola & V. Mojisola, “Service Quality Delivery and Assessment of Customers’ Satisfactions in Nigerian Health Care Industry”, (2018).

A. S. Oladimeji & O. J. Ibidoja, “The Distribution of Service Time of Patients”, Journal of Reliability and Statistical Studies 13 (2020) 61. https://doi.org/10.13052/jrss0974-8024.1313.

U. M. Aliyu, K. B. G. Bello Gamagiwa, O. Ibidoja, & M. Garba, “Application of Queuing Theory in a University Clinic”, International

Journal of Science for Global Sustainability 8 (2022) 9. https://doi.org/10.57233/ijsgs.v8i1.338

G. O. Odu, “Weighting methods for multi-criteria decision making technique”, Journal of Applied Sciences and Environmental Management

(2019) 1449. https://doi.org/10.4314/jasem.v23i8.7

I. Daniyan, K. Mpofu & B. Ramatsetse, “The use of Analytical Hierarchy Process (AHP) decision model for materials and assembly method selection during railcar development”, Cogent Eng 7 (2020) 1833433. https://doi.org/10.1080/23311916.2020.1833433

M. Riaz, N. C¸ agman, N. Wali & A. Mushtaq, “Certain properties of soft multi-set topology with applications in multi-criteria decision making”, Decision Making: Applications in Management and Engineering 3 (2020) 70. https://doi.org/10.31181/dmame2003070r

W. Ma, Y. Du, X. Liu & Y. Shen, “Literature review: Multi-criteria decision-making method application for sustainable deep-sea mining transport plans”, Ecological Indicators 140 (2022) 109049. https://doi.org/10.1016/j.ecolind.2022.109049

P. P. Mohanty, S. S. Mahapatra, A. Mohanty & Sthitapragyan, “A novel multi-attribute decision making approach for selection of appropriate product conforming ergonomic considerations”, Operations Research Perspectives 5 (2018) 82. https://doi.org/10.1016/j.orp.2018.01.004

M. Shao, Z. Han, J. Sun, C. Xiao, S. Zhang & Y. Zhao, “A review of multi-criteria decision making applications for renewable energy site selection”, Renewable Energy 157 (2020) 377. https://doi.org/10.1016/j.renene.2020.04.137

C. H. Chen, “A novel multi-criteria decision-making model for building material supplier selection based on entropy-AHP weighted TOPSIS”, Entropy 22 (2020) 259. https://doi.org/10.3390/e22020259

O. J. Ibidoja, F. P. Shan, J. Sulaiman & M. K. M. Ali, “Robust M-Estimators and Machine Learning Algorithms for Improving the Predictive Accuracy of Seaweed Contaminated Big Data”, J. Nig. Soc. Phys. Sci 5 (2022) 1137. https://doi.org/10.46481/jnsps.2022.1137

E. Abel, L. Mikhailov & J. Keane, “Inconsistency reduction in decision making via multi-objective optimisation”, Eur J Oper Res. 267 (2018) 212. https://doi.org/10.1016/j.ejor.2017.11.044

T. L. Saaty, “A Scaling Method for Priorities in Hierarchical Structures”, Journal of Mathematical Psychology 15 (1977) 234.

A. Ishizaka, Analytic Hierarchy Process and Its Extensions, In: Doumpos, M., Figueira, J., Greco, S., Zopounidis, C. (eds) New Perspectives in Multiple Criteria Decision Making. Multiple Criteria Decision Making. Springer, Cham. (2019). https://doi.org/10.1007/978-3-030-11482-4 2

R. W. Saaty, “The Analytic Hierarchy Process-What it is and how it is used”, Mathematical Modelling 9 (1987) 161.

A. Toloie-Eshlaghy, M. Homayonfar, M. Aghaziarati & P. Arbabiun, “A Subjective Weighting Method Based on Group Decision Making for Ranking and Measuring Criteria Values”, Aust J Basic Appl Sci. 5 (2011) 2034.

E. Abel, L. Mikhailov & J. Keane, “Inconsistency reduction in decision making via multi-objective optimisation”, Eur J Oper Res. 267 (2018) 212. https://doi.org/10.1016/j.ejor.2017.11.044

C.-L. Hwang & K. Yoon, Multiple Attribute Decision Making, in Lecture Notes in Economics and Mathematical Systems, Springer Berlin Heidelberg 186 (1981). https://doi.org/10.1007/978-3-642-48318-9

X. Liu & L. Wang, “An extension approach of TOPSIS method with OWAD operator for multiple criteria decision-making”, Granular Computing 5 (2020) 135. https://doi.org/10.1007/s41066-018-0131-4

U. Sivarajah, M. M. Kamal, Z. Irani & V. Weerakkody, “Critical analysis of Big Data challenges and analytical methods”, J Bus Res. 70 (2017) 263. https://doi.org/10.1016/j.jbusres.2016.08.001

M. K. Sayadi, M. Heydari & K. Shahanaghi, “Extension of VIKOR method for decision making problem with interval numbers”, Appl Math Model. 33 (2009) 2257. https:/doi.org/10.1016/j.apm.2008.06.002

S. Chakraborty & P. Chatterjee, “Selection of materials using multi-criteria decision-making methods with minimum data”, Decision Science Letters 2 (2013) 135. https://doi.org/10.5267/j.dsl.2013.03.005

F. Sitorus, J. J. Cilliers & P. R. Brito-Parada, “Multi-criteria decision making for the choice problem in mining and mineral processing: Applications and trends”, Expert Systems with Applications 121 (2019) 393. https://doi.org/10.1016/j.eswa.2018.12.001

Published

2023-07-24

How to Cite

Multicriteria Decision Making for the Choice of the Global System for Mobile Telecommunication. (2023). African Scientific Reports, 2(2), 115. https://doi.org/10.46481/asr.2023.2.2.115

Issue

Volume 2, Issue 2, August 2023

Section

Original Research
Copyright & Licensing

Copyright (c) 2023 Umaru Hassan, Mohd Tahir Ismail, Auwal Saleh Liman, Olayemi Joshua Ibidoja

Creative Commons License

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

How to Cite

Multicriteria Decision Making for the Choice of the Global System for Mobile Telecommunication. (2023). African Scientific Reports, 2(2), 115. https://doi.org/10.46481/asr.2023.2.2.115

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