IDEAS home Printed from https://ideas.repec.org/p/zbw/itse19/205208.html
   My bibliography  Save this paper

Efficiency of Mobile Network Operators from a Data Service Perspective

Author

Listed:
  • Reddy, Manohar Bayyapu
  • Bielov, Constantine
  • Finley, Benjamin
  • Kilkki, Kalevi
  • Mitomo, Hitoshi

Abstract

The ubiquity of mobile devices such as smartphones, laptops, tablets, and mobile routers drives unprecedented mobile data traffic every year. However, the actual mobile data usage per subscriber or data volume delivered to the subscriber varies significantly between operators and nations. Understanding the reasons behind these differences is important for the mobile network operator's evolving business and telecom regulation in general. Towards this goal, this study analyzes the efficiency of delivering data services (data usage by subscribers) of 94 mobile operators from 28 countries through the method of data envelopment analysis (DEA). The study also provides a case study of the highly efficient but also very dissimilar data service markets of Finland and India. Overall, the results illustrate that many countries have a single highly efficient MNO due to its effort for market share growth (i.e. a disruptive operator). While in other countries all MNOs displayed good efficiency likely due to country level initiatives. Furthermore, majorly economic disparities between countries highly affect the differences in efficiency scores at the country level. The case study between Finland and India shows the causes for differences in mobile data services from the view of regulation policies, spectrum management, market competition and economic disparities.

Suggested Citation

  • Reddy, Manohar Bayyapu & Bielov, Constantine & Finley, Benjamin & Kilkki, Kalevi & Mitomo, Hitoshi, 2019. "Efficiency of Mobile Network Operators from a Data Service Perspective," 30th European Regional ITS Conference, Helsinki 2019 205208, International Telecommunications Society (ITS).
  • Handle: RePEc:zbw:itse19:205208
    as

    Download full text from publisher

    File URL: https://www.econstor.eu/bitstream/10419/205208/1/Reddy-et-al.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Ittner, CD & Larcker, DF, 1998. "Are nonfinancial measures leading indicators of financial performance? An analysis of customer satisfaction," Journal of Accounting Research, Wiley Blackwell, vol. 36, pages 1-35.
    2. Cristhian Fabián Ruiz & Ricardo Bonilla & Diego Chavarro & Luis Antonio Orozco & Roberto Zarama & Xavier Polanco, 2010. "Efficiency measurement of research groups using Data Envelopment Analysis and Bayesian networks," Scientometrics, Springer;Akadémiai Kiadó, vol. 83(3), pages 711-721, June.
    3. Liao, Chun-Hsiung & Lien, Chun-Yu, 2012. "Measuring the technology gap of APEC integrated telecommunications operators," Telecommunications Policy, Elsevier, vol. 36(10), pages 989-996.
    4. Sridhar, Varadharajan & Casey, Thomas & Hämmäinen, Heikki, 2013. "Flexible spectrum management for mobile broadband services: How does it vary across advanced and emerging markets?," Telecommunications Policy, Elsevier, vol. 37(2), pages 178-191.
    5. Pentzaropoulos, G. C. & Giokas, D. I., 2002. "Comparing the operational efficiency of the main European telecommunications organizations: A quantitative analysis," Telecommunications Policy, Elsevier, vol. 26(11), pages 595-606, December.
    6. Charnes, Abraham & Gallegos, Armando & Li, Hongyu, 1996. "Robustly efficient parametric frontiers via Multiplicative DEA for domestic and international operations of the Latin American airline industry," European Journal of Operational Research, Elsevier, vol. 88(3), pages 525-536, February.
    7. Tsai, Hsiang-Chih & Chen, Chun-Mei & Tzeng, Gwo-Hshiung, 2006. "The comparative productivity efficiency for global telecoms," International Journal of Production Economics, Elsevier, vol. 103(2), pages 509-526, October.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Bielov, Constantine & Mitomo, Hitoshi & Hämmäinen, Heikki, 2022. "Efficiency frontier of OECD MNOs: Multinational vs Domestic," Telecommunications Policy, Elsevier, vol. 46(5).

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Bielov, Constantine & Mitomo, Hitoshi & Hämmäinen, Heikki, 2022. "Efficiency frontier of OECD MNOs: Multinational vs Domestic," Telecommunications Policy, Elsevier, vol. 46(5).
    2. Ho, Dong-huyn & Lööf, Hans, 2009. "Creating Innovations, Productivity and Growth - the efficiency of Icelandic firms," Working Paper Series in Economics and Institutions of Innovation 162, Royal Institute of Technology, CESIS - Centre of Excellence for Science and Innovation Studies.
    3. Oh, Dong-Hyun & Lööf, Hans & Heshmati, Almas, 2009. "The Icelandic Economy: a victim of the financial crisis or simply inefficient?," Working Paper Series in Economics and Institutions of Innovation 199, Royal Institute of Technology, CESIS - Centre of Excellence for Science and Innovation Studies.
    4. Moreno, Plácido & Lozano, Sebastián & Gutiérrez, Ester, 2013. "Dynamic performance analysis of U.S. wireline telecommunication companies," Telecommunications Policy, Elsevier, vol. 37(6), pages 469-482.
    5. Lourdes Torres & Patricia Bachiller, 2013. "Efficiency of telecommunications companies in European countries," Journal of Management & Governance, Springer;Accademia Italiana di Economia Aziendale (AIDEA), vol. 17(4), pages 863-886, November.
    6. Liao, Chun-Hsiung & Lin, Hsing-Yung, 2011. "Measuring operational efficiency of mobile operators in Japan and Korea," Japan and the World Economy, Elsevier, vol. 23(1), pages 48-57, January.
    7. Khezrimotlagh, Dariush & Kaffash, Sepideh & Zhu, Joe, 2022. "U.S. airline mergers’ performance and productivity change," Journal of Air Transport Management, Elsevier, vol. 102(C).
    8. Wei, Lang & Zhang, Yiling, 2023. "Nonfinancial indicators in identifying stock price crash risk," Finance Research Letters, Elsevier, vol. 52(C).
    9. Dichev, Ilia D. & Qian, Jingyi, 2022. "The benefits of transaction-level data: The case of NielsenIQ scanner data," Journal of Accounting and Economics, Elsevier, vol. 74(1).
    10. Smith, Julia A. & England, Claire, 2019. "An ethnographic study of culture and performance in the UK lingerie industry," The British Accounting Review, Elsevier, vol. 51(3), pages 241-258.
    11. Eric Cauvin & Pierre-Laurent Bescos, 2005. "Nature Et Caracteristiques Des Informations Utilisees Par Les Entreprises Françaises Dans Le Cadre De Leur Communication Financiere : Une Etude Empirique," Post-Print halshs-00581142, HAL.
    12. A Mukherjee & P Nath & M Pal, 2003. "Resource, service quality and performance triad: a framework for measuring efficiency of banking services," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 54(7), pages 723-735, July.
    13. Karlaftis, Matthew G. & Tsamboulas, Dimitrios, 2012. "Efficiency measurement in public transport: Are findings specification sensitive?," Transportation Research Part A: Policy and Practice, Elsevier, vol. 46(2), pages 392-402.
    14. Villalonga, Belen, 2004. "Intangible resources, Tobin's q, and sustainability of performance differences," Journal of Economic Behavior & Organization, Elsevier, vol. 54(2), pages 205-230, June.
    15. Venkatachalam, Mohan & Rajgopal, Shivaram & Kotha, Suresh, 2000. "Does the Quality of Online Customer Experience Create a Sustainable Competitive Advantage for E-Commerce Firms?," Research Papers 1666, Stanford University, Graduate School of Business.
    16. David M. Pooser & Mark J. Browne, 2018. "The Effects of Customer Satisfaction on Company Profitability: Evidence From the Property and Casualty Insurance Industry," Risk Management and Insurance Review, American Risk and Insurance Association, vol. 21(2), pages 289-308, September.
    17. Chiou, Yu-Chiun & Lan, Lawrence W. & Yen, Barbara T.H., 2012. "Route-based data envelopment analysis models," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 48(2), pages 415-425.
    18. Jae-Woong Jeong & Heon-Hwi Lee & Hun Park, 2022. "A Study on the Effect of Knowledge Services on Organizational Performances Based on the Concept of Balanced Scorecards for the Sustainable Growth of Firms: Evidence from South Korea," Sustainability, MDPI, vol. 14(19), pages 1-19, October.
    19. Dan Givoly & Yifan Li & Ben Lourie & Alexander Nekrasov, 2019. "Key performance indicators as supplements to earnings: Incremental informativeness, demand factors, measurement issues, and properties of their forecasts," Review of Accounting Studies, Springer, vol. 24(4), pages 1147-1183, December.
    20. Camelia Mihaela Oane (Marinescu) & Klaudia Smol¹g & Emanuel Stefan Marinescu & Romuald Szopa, 2015. "Value-Based Management As The Innovating Paradigm Of Contemporary Governance – A Theoretical Approach," Polish Journal of Management Studies, Czestochowa Technical University, Department of Management, vol. 12(1), pages 106-120, DEcember.

    More about this item

    Keywords

    Data envelopment analysis; efficiency; mobile network operator (MNO); data services;
    All these keywords.

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:zbw:itse19:205208. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: ZBW - Leibniz Information Centre for Economics (email available below). General contact details of provider: http://www.itseurope.org/ .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.