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Determinants of customer satisfaction of mobile network providers in Cambodia: a study of hybrid model of structural equation modeling (SEM) and artificial neural network (ANN)

Author

Listed:
  • Phichhang Ou

    (Royal University of Phnom Penh Russian Federation Blvd)

  • Sidet Thet

    (Royal University of Phnom Penh Russian Federation Blvd)

  • Venviv Soem

    (Royal University of Phnom Penh Russian Federation Blvd)

  • Phannet Hor

    (Royal University of Phnom Penh Russian Federation Blvd)

  • Laisoeung Ean

    (Royal University of Phnom Penh Russian Federation Blvd)

  • Davann Theng

    (Royal University of Phnom Penh Russian Federation Blvd)

Abstract

Cambodians have experienced a major transformation in technology and modernization in the past two decades. On top of that, the emergence of convenient mobile devices such as smartphones and laptops has facilitated the considerable growth of the telecommunication services market. However, challenges and competition among all parties offering mobile network services are becoming more intense. Therefore, each mobile network service provider needs to develop effective marketing strategies to maintain its competitive advantage over its competitors, and that is why customer satisfaction is being noticed and valued, as customers are the real judge of the profits and growth of companies. The purpose of this study was to determine customer satisfaction with mobile service providers. The results of this study are based on data collected online from 1089 respondents who reside in Phnom Penh, Cambodia. We employed the Statistical Package for the Social Sciences version 25 (SPSS 25) and Analysis of Moment Structures version 23 (AMOS 23) to analyze the data. Employing structural equation modeling (SEM), the study found that perceived quality, corporate image, generic requirements, price, and flexibility are positively related with customer satisfaction of mobile network service providers. Finally, we adopted the artificial neural network (ANN) to ensure the accuracy of the SEM, and we found that corporate image is the strongest drivers of customer satisfaction of mobile network providers followed by flexibility, perceived quality, generic requirements, and price.

Suggested Citation

  • Phichhang Ou & Sidet Thet & Venviv Soem & Phannet Hor & Laisoeung Ean & Davann Theng, 2024. "Determinants of customer satisfaction of mobile network providers in Cambodia: a study of hybrid model of structural equation modeling (SEM) and artificial neural network (ANN)," SN Business & Economics, Springer, vol. 4(8), pages 1-31, August.
    • Handle: RePEc:spr:snbeco:v:4:y:2024:i:8:d:10.1007_s43546-024-00690-x
    DOI: 10.1007/s43546-024-00690-x
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    1. Laith T. Khrais & Abdullah M. Alghamdi, 2021. "The Role of Mobile Application Acceptance in Shaping E-Customer Service," Future Internet, MDPI, vol. 13(3), pages 1-13, March.
    2. Chunchang Xie & Ziqi Sun, 2021. "Influence of perceived quality on customer satisfaction in different stages of services," Nankai Business Review International, Emerald Group Publishing Limited, vol. 12(2), pages 258-280, July.
    3. Shahzad Khan, 2012. "Contribution of Brand Awareness and Brand Characteristics towards Customer Loyalty (A Study of Milk Industry of Peshawar Pakistan)," Journal of Asian Business Strategy, Asian Economic and Social Society, vol. 2(8), pages 170-176.
    4. Quadri Noorulhasan Naveed & Heena Choudhary & Naim Ahmad & Jarallah Alqahtani & Adel Ibrahim Qahmash, 2023. "Mobile Learning in Higher Education: A Systematic Literature Review," Sustainability, MDPI, vol. 15(18), pages 1-22, September.
    5. Shahzad Khan, 2012. "Contribution of Brand Awareness and Brand Characteristics towards Customer Loyalty (A Study of Milk Industry of Peshawar Pakistan)," Journal of Asian Business Strategy, Asian Economic and Social Society, vol. 2(8), pages 170-176, August.
    6. Gao, Wei & Fan, Hua & Li, Wenqian & Wang, Huiling, 2021. "Crafting the customer experience in omnichannel contexts: The role of channel integration," Journal of Business Research, Elsevier, vol. 126(C), pages 12-22.
    7. Shibashish Chakraborty & Kalyan Sengupta, 2013. "An exploratory study on determinants of customer satisfaction of leading mobile network providers – case of Kolkata, India," Journal of Advances in Management Research, Emerald Group Publishing Limited, vol. 10(2), pages 279-298, August.
    8. Vaidyanathan, Rajiv & Aggarwal, Praveen, 2003. "Who is the fairest of them all? An attributional approach to price fairness perceptions," Journal of Business Research, Elsevier, vol. 56(6), pages 453-463, June.
    9. Kasiri, Leila Agha & Guan Cheng, Kenny Teoh & Sambasivan, Murali & Sidin, Samsinar Md., 2017. "Integration of standardization and customization: Impact on service quality, customer satisfaction, and loyalty," Journal of Retailing and Consumer Services, Elsevier, vol. 35(C), pages 91-97.
    10. Evanschitzky, Heiner & Iyer, Gopalkrishnan R. & Plassmann, Hilke & Niessing, Joerg & Meffert, Heribert, 2006. "The relative strength of affective commitment in securing loyalty in service relationships," Journal of Business Research, Elsevier, vol. 59(12), pages 1207-1213, November.
    11. Foroudi, Pantea & Melewar, T.C. & Gupta, Suraksha, 2014. "Linking corporate logo, corporate image, and reputation: An examination of consumer perceptions in the financial setting," Journal of Business Research, Elsevier, vol. 67(11), pages 2269-2281.
    12. W. Glenn Rowe & Patrick M. Wright, 1997. "Related And Unrelated Diversification And Their Effect On Human Resource Management Controls," Strategic Management Journal, Wiley Blackwell, vol. 18(4), pages 329-338, April.
    13. Zielke, Stephan, 2008. "Exploring asymmetric effects in the formation of retail price satisfaction," Journal of Retailing and Consumer Services, Elsevier, vol. 15(5), pages 335-347.
    14. Joana Araújo & Inês Veiga Pereira & José Duarte Santos, 2023. "The Effect of Corporate Social Responsibility on Brand Image and Brand Equity and Its Impact on Consumer Satisfaction," Administrative Sciences, MDPI, vol. 13(5), pages 1-16, April.
    15. Kyeongmin Yum & Byungjoon Yoo, 2023. "The Impact of Service Quality on Customer Loyalty through Customer Satisfaction in Mobile Social Media," Sustainability, MDPI, vol. 15(14), pages 1-14, July.
    16. Francisco Liébana-Cabanillas & Francisco Muñoz-Leiva & J. Sánchez-Fernández, 2018. "A global approach to the analysis of user behavior in mobile payment systems in the new electronic environment," Service Business, Springer;Pan-Pacific Business Association, vol. 12(1), pages 25-64, March.
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