IDEAS home Printed from https://ideas.repec.org/a/eee/telpol/v40y2016i1p62-76.html
   My bibliography  Save this article

The impact of mobile Internet usage on mobile voice calling behavior: A two-level analysis of residential mobile communications customers in Germany

Author

Listed:
  • Gerpott, Torsten J.
  • Meinert, Phil

Abstract

Worldwide, the number of people owning a smartphone is growing rapidly. These individuals are able to make voice calls and browse the Internet with the same mobile device. Hence, for mobile network operators (MNOs) the question to what extent mobile Internet (MI) use substitutes or supplements or does not affect established mobile voice (MV) calling gains economic relevance. Unfortunately, the literature on usage interdependencies between these two mobile communication service categories is scarce. Therefore, this study examines the relationship between the monthly number of outgoing MV minutes and monthly MI data traffic in a sample of 11,614 residential postpaid subscribers over 25 months from October 2011 to October 2013. Actual consumption and customer data was extracted from the billing system of the German subsidiary of a multinational MNO. Multi-level analysis of the time-varying and -constant study variables reveals large heterogeneity between sample subjects with regard to their MI–MV associations. At the mean/median monthly level, the demand for conventional MV telephony decreases within the time window under investigation. However, for the majority of customers the relationship between the usage of the two service categories is complementary. Subscribers who are most likely to replace at least some of their MV minutes by MI traffic (1) are heavy MV users in the initial period (October 2011), (2) are heavy SMS users within the time window under study, (3) are male, (4) are older, (5) have a longer tenure with the MNO, (6) have not opted for a MV flat rate, (7) started operating their current handset more recently and (8) are currently not equipped with an Apple iPhone. Implications of the findings for MNO strategies seeking to respond to market changes and for future research are discussed. This study contributes to the literature regarding substitution, reinforcement or neutral effects of MI usage on established mobile communication services.

Suggested Citation

  • Gerpott, Torsten J. & Meinert, Phil, 2016. "The impact of mobile Internet usage on mobile voice calling behavior: A two-level analysis of residential mobile communications customers in Germany," Telecommunications Policy, Elsevier, vol. 40(1), pages 62-76.
  • Handle: RePEc:eee:telpol:v:40:y:2016:i:1:p:62-76
    DOI: 10.1016/j.telpol.2015.09.004
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0308596115001378
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.telpol.2015.09.004?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Shieh, Lon-Fon & Chang, Tien-Hsiang & Fu, Hsin-Pin & Lin, Sheng-Wei & Chen, Ying-Yen, 2014. "Analyzing the factors that affect the adoption of mobile services in Taiwan," Technological Forecasting and Social Change, Elsevier, vol. 87(C), pages 80-88.
    2. Gerpott, Torsten J., 2010. "Impacts of mobile Internet use intensity on the demand for SMS and voice services of mobile network operators: An empirical multi-method study of German mobile Internet customers," Telecommunications Policy, Elsevier, vol. 34(8), pages 430-443, September.
    3. Youngsoo Kim & Rahul Telang & William B. Vogt & Ramayya Krishnan, 2010. "An Empirical Analysis of Mobile Voice Service and SMS: A Structural Model," Management Science, INFORMS, vol. 56(2), pages 234-252, February.
    4. Grzybowski, Lukasz & Pereira, Pedro, 2008. "The complementarity between calls and messages in mobile telephony," Information Economics and Policy, Elsevier, vol. 20(3), pages 279-287, September.
    5. Oecd, 2013. "Electronic and Mobile Commerce," OECD Digital Economy Papers 228, OECD Publishing.
    6. Cecere, Grazia & Corrocher, Nicoletta, 2012. "The usage of VoIP services and other communication services: An empirical analysis of Italian consumers," Technological Forecasting and Social Change, Elsevier, vol. 79(3), pages 570-578.
    7. Krämer, Jan & Wiewiorra, Lukas, 2012. "Beyond the flat rate bias: The flexibility effect in tariff choice," Telecommunications Policy, Elsevier, vol. 36(1), pages 29-39.
    8. Torsten J. Gerpott & Sandra Thomas & Michael Weichert, 2014. "Usage of established and novel mobile communication services: Substitutional, independent or complementary?," Information Systems Frontiers, Springer, vol. 16(3), pages 491-507, July.
    9. Bell, Andrew & Jones, Kelvyn, 2015. "Explaining Fixed Effects: Random Effects Modeling of Time-Series Cross-Sectional and Panel Data," Political Science Research and Methods, Cambridge University Press, vol. 3(1), pages 133-153, January.
    10. Bruno Scarpa, 2015. "Bayesian semiparametric customer base segmentation of mobile phone users based on longitudinal traffic data," Applied Stochastic Models in Business and Industry, John Wiley & Sons, vol. 31(5), pages 721-731, September.
    11. Anindya Ghose & Sang Pil Han, 2011. "An Empirical Analysis of User Content Generation and Usage Behavior on the Mobile Internet," Management Science, INFORMS, vol. 57(9), pages 1671-1691, September.
    12. Ghezzi, Antonio & Cortimiglia, Marcelo Nogueira & Frank, Alejandro Germán, 2015. "Strategy and business model design in dynamic telecommunications industries: A study on Italian mobile network operators," Technological Forecasting and Social Change, Elsevier, vol. 90(PA), pages 346-354.
    13. Limbach, Felix, 2014. "Cooperative service provisioning with OTT players: An explorative analysis of telecommunication business models," 25th European Regional ITS Conference, Brussels 2014 101388, International Telecommunications Society (ITS).
    14. Torsten J. Gerpott, 2011. "Determinants of self-report and system-captured measures of mobile Internet use intensity," Information Systems Frontiers, Springer, vol. 13(4), pages 561-578, September.
    15. Goegebeur, Yuri & Guillou, Armelle & Verster, Andréhette, 2014. "Robust and asymptotically unbiased estimation of extreme quantiles for heavy tailed distributions," Statistics & Probability Letters, Elsevier, vol. 87(C), pages 108-114.
    16. Martin Jacob, 2013. "Taxes and life cycle capital gains realizations," Applied Economics Letters, Taylor & Francis Journals, vol. 20(12), pages 1130-1134, August.
    17. Cecere, Grazia & Corrocher, Nicoletta, 2011. "The intensity of VoIP usage in Great Britain: Users' characteristics and firms' strategies," Telecommunications Policy, Elsevier, vol. 35(6), pages 522-531, July.
    18. Baldry, Shirley & Steingröver, Markus & Hessler, Markus A., 2014. "The rise of OTT players: What is the appropriate regulatory response?," 25th European Regional ITS Conference, Brussels 2014 101398, International Telecommunications Society (ITS).
    19. Bouwman, Harry & de Reuver, Mark & Nikou, Shahrokh, 2013. "Mixed method research: Combining mobile log data and questionnaires," 24th European Regional ITS Conference, Florence 2013 88510, International Telecommunications Society (ITS).
    20. K. Andersson & Ø Foros & F. Steen, 2009. "Text and voice: complements, substitutes or both?," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 18(6), pages 1231-1247, December.
    21. de Reuver, Mark & Bouwman, Harry, 2014. "Preferences in data usage and the relation to the use of mobile applications," 25th European Regional ITS Conference, Brussels 2014 101437, International Telecommunications Society (ITS).
    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. Jin, Haofeng & Lu, Zhentong & Huang, Liqiang & Dou, Junsheng, 2021. "Not too much nor too little: Salience bias in mobile plan choices," Telecommunications Policy, Elsevier, vol. 45(4).
    2. Wellmann, Nicolas, 2017. "OTT-Messaging and Mobile Telecommunication: A Joint Market? An Empirical Approach," 28th European Regional ITS Conference, Passau 2017 169503, International Telecommunications Society (ITS).
    3. Jirakasem, Monarat & Mitomo, Hitoshi, 2019. "Relationship of Over-the-top (OTT) Communications and Traditional Telecommunications Services: the Case of Thailand," 30th European Regional ITS Conference, Helsinki 2019 205184, International Telecommunications Society (ITS).
    4. Alalwan, Ali Abdallah & Baabdullah, Abdullah M. & Rana, Nripendra P. & Tamilmani, Kuttimani & Dwivedi, Yogesh K., 2018. "Examining adoption of mobile internet in Saudi Arabia: Extending TAM with perceived enjoyment, innovativeness and trust," Technology in Society, Elsevier, vol. 55(C), pages 100-110.
    5. Sung, Nakil & Kim, Minchang, 2023. "COVID-19 and changes in content usage behavior: The case of South Korea," Telecommunications Policy, Elsevier, vol. 47(1).
    6. Jirakasem, Monarat & Mitomo, Hitoshi, 2018. "Substitution between mobile telephony and OTT communication services: the case of Thailand," 22nd ITS Biennial Conference, Seoul 2018. Beyond the boundaries: Challenges for business, policy and society 190338, International Telecommunications Society (ITS).
    7. Griffin, Míde & Lyons, Sean & Mohan, Gretta & Joseph, Merin & Domhnaill, Ciarán Mac & Evans, John, 2022. "Intra-operator mobile plan switching: Evidence from linked survey and billing microdata," Telecommunications Policy, Elsevier, vol. 46(7).
    8. Arnold, René & Hildebrandt, Christian & Tas, Serpil & Kroon, Peter, 2017. "More than Words: A global analysis of the socio-economic impact of Rich Interaction Applications (RIAs)," 28th European Regional ITS Conference, Passau 2017 169445, International Telecommunications Society (ITS).
    9. Wellmann, Nicolas, 2017. "OTT-messaging and mobile telecommunication: A joint market? - An empirical approach," DICE Discussion Papers 256, Heinrich Heine University Düsseldorf, Düsseldorf Institute for Competition Economics (DICE).
    10. Fayyad, Mahmoud I. & Al-Nazir, Rannen, 2023. "Inequality of bargaining power in cellular telecommunication services agreements," Telecommunications Policy, Elsevier, vol. 47(4).
    11. Kim, Wook Joon & Kim, Yongkyu, 2018. "An estimation of quality-adjusted prices for mobile services in Korea," 22nd ITS Biennial Conference, Seoul 2018. Beyond the boundaries: Challenges for business, policy and society 190346, International Telecommunications Society (ITS).
    12. Lewlisa Saha & Hrudaya Kumar Tripathy & Soumya Ranjan Nayak & Akash Kumar Bhoi & Paolo Barsocchi, 2021. "Amalgamation of Customer Relationship Management and Data Analytics in Different Business Sectors—A Systematic Literature Review," Sustainability, MDPI, vol. 13(9), pages 1-35, May.

    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. Torsten J. Gerpott & Sandra Thomas & Michael Weichert, 2014. "Usage of established and novel mobile communication services: Substitutional, independent or complementary?," Information Systems Frontiers, Springer, vol. 16(3), pages 491-507, July.
    2. Gerpott, Torsten J. & Thomas, Sandra, 2014. "Empirical research on mobile Internet usage: A meta-analysis of the literature," Telecommunications Policy, Elsevier, vol. 38(3), pages 291-310.
    3. Torsten J. Gerpott & Phil Meinert, 2016. "Correlates of using the billing system of a mobile network operator to pay for digital goods and services," Information Systems Frontiers, Springer, vol. 18(6), pages 1265-1283, December.
    4. Wellmann, Nicolas, 2017. "OTT-Messaging and Mobile Telecommunication: A Joint Market? An Empirical Approach," 28th European Regional ITS Conference, Passau 2017 169503, International Telecommunications Society (ITS).
    5. Wellmann, Nicolas, 2019. "Are OTT messaging and mobile telecommunication an interrelated market? An empirical analysis," Telecommunications Policy, Elsevier, vol. 43(9).
    6. Basalisco, Bruno, 2012. "The effect of user interaction on the demand for mobile text messages: Evidence from cross-country data," Information Economics and Policy, Elsevier, vol. 24(2), pages 132-144.
    7. Marius F. Niculescu & Seungjin Whang, 2012. "Research Note ---Codiffusion of Wireless Voice and Data Services: An Empirical Analysis of the Japanese Mobile Telecommunications Market," Information Systems Research, INFORMS, vol. 23(1), pages 260-279, March.
    8. Arnold, René & Hildebrandt, Christian & Tas, Serpil & Kroon, Peter, 2017. "More than Words: A global analysis of the socio-economic impact of Rich Interaction Applications (RIAs)," 28th European Regional ITS Conference, Passau 2017 169445, International Telecommunications Society (ITS).
    9. Wellmann, Nicolas, 2017. "OTT-messaging and mobile telecommunication: A joint market? - An empirical approach," DICE Discussion Papers 256, Heinrich Heine University Düsseldorf, Düsseldorf Institute for Competition Economics (DICE).
    10. Jirakasem, Monarat & Mitomo, Hitoshi, 2018. "Substitution between mobile telephony and OTT communication services: the case of Thailand," 22nd ITS Biennial Conference, Seoul 2018. Beyond the boundaries: Challenges for business, policy and society 190338, International Telecommunications Society (ITS).
    11. Anindya Ghose & Sang Pil Han, 2014. "Estimating Demand for Mobile Applications in the New Economy," Management Science, INFORMS, vol. 60(6), pages 1470-1488, June.
    12. Park, Sungwook & Kwon, Youngsun, 2019. "Research on the Relationship between the Growth of OTT Service Market and the Change in the Structure of the Pay-TV Market," 30th European Regional ITS Conference, Helsinki 2019 205203, International Telecommunications Society (ITS).
    13. Vélez-Velásquez, Juan Sebastián, 2019. "Merger effects with product complementarity: Evidence from Colombia’s telecommunications," Information Economics and Policy, Elsevier, vol. 49(C).
    14. Jonathan Timmis, 2013. "Internet Adoption and Firm Exports in Developing Economies," Discussion Papers 2013-05, University of Nottingham, GEP.
    15. Jirakasem, Monarat & Mitomo, Hitoshi, 2019. "Relationship of Over-the-top (OTT) Communications and Traditional Telecommunications Services: the Case of Thailand," 30th European Regional ITS Conference, Helsinki 2019 205184, International Telecommunications Society (ITS).
    16. Gerpott, Torsten J. & Thomas, Sandra & Weichert, Michael, 2013. "Characteristics and mobile Internet use intensity of consumers with different types of advanced handsets: An exploratory empirical study of iPhone, Android and other web-enabled mobile users in German," Telecommunications Policy, Elsevier, vol. 37(4), pages 357-371.
    17. Youngsoo Kim & Rahul Telang & William B. Vogt & Ramayya Krishnan, 2010. "An Empirical Analysis of Mobile Voice Service and SMS: A Structural Model," Management Science, INFORMS, vol. 56(2), pages 234-252, February.
    18. Lizhen Xu & Jason A. Duan & Yu Jeffrey Hu & Yuan Cheng & Yan Zhu, 2019. "Forward-Looking Behavior in Mobile Data Consumption and Targeted Promotion Design: A Dynamic Structural Model," Information Systems Research, INFORMS, vol. 30(2), pages 616-635, June.
    19. Vogelsang, Ingo, 2010. "The relationship between mobile and fixed-line communications: A survey," Information Economics and Policy, Elsevier, vol. 22(1), pages 4-17, March.
    20. Gutiérrez-Romero, Roxana & Ahamed, Mostak, 2021. "COVID-19 response needs to broaden financial inclusion to curb the rise in poverty," World Development, Elsevier, vol. 138(C).

    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:eee:telpol:v:40:y:2016:i:1:p:62-76. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/wps/find/journaldescription.cws_home/30471/description#description .

    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.