IDEAS home Printed from https://ideas.repec.org/a/spr/telsys/v85y2024i2d10.1007_s11235-023-01072-8.html
   My bibliography  Save this article

Households’ censored mobile phone spending and its determinants in Turkey: an inverse-hyperbolic sine double-hurdle model

Author

Listed:
  • Vedat Cengiz

    (Kocaeli University)

  • Faruk Urak

    (Erzurum Directorate)

  • Abdulbaki Bilgic

    (Bilecik Şeyh Edebali University)

  • Steven T. Yen

    (National Taiwan University)

  • Erkan Efekan

    (Atatürk University)

Abstract

The roles of socio-demographic and economic characteristics in the probability and levels of household mobile phone spending were determined by estimating the inverse hyperbolic sine double-hurdle model (IHS-DH). Data were obtained from the Household Budget Surveys conducted by the Turkish Statistical Institute during 2019. The IHS-DH model has a statistical advantage over all other competing models. In addition, statistical test results have provided support for the heteroscedastic error specification and use of instruments in parameter identification. Findings suggest that most of the socio-demographic and economic characteristics of the household and the head of household have significant effects on the probability to spend and levels of spending on mobile phones. In particular, the creation of different policy and intervention structures suitable for the statistically significant characteristics of the family will both ensure the efficiency of resource allocation and facilitate the adoption of appropriate marketing strategies in the country. The Global System for Mobile Communications operators is thought to be one of the biggest beneficiaries of the returns to be received from all kinds of subventions or investment incentives made in areas where the telecommunication infrastructure is insufficient.

Suggested Citation

  • Vedat Cengiz & Faruk Urak & Abdulbaki Bilgic & Steven T. Yen & Erkan Efekan, 2024. "Households’ censored mobile phone spending and its determinants in Turkey: an inverse-hyperbolic sine double-hurdle model," Telecommunication Systems: Modelling, Analysis, Design and Management, Springer, vol. 85(2), pages 189-206, February.
    • Handle: RePEc:spr:telsys:v:85:y:2024:i:2:d:10.1007_s11235-023-01072-8
    DOI: 10.1007/s11235-023-01072-8
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s11235-023-01072-8
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.
    File URL: https://libkey.io/10.1007/s11235-023-01072-8?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. Martínez-Domínguez, Marlen & Mora-Rivera, Jorge, 2020. "Internet adoption and usage patterns in rural Mexico," Technology in Society, Elsevier, vol. 60(C).
    2. Jenny C. Aker & Isaac M. Mbiti, 2010. "Mobile Phones and Economic Development in Africa," Journal of Economic Perspectives, American Economic Association, vol. 24(3), pages 207-232, Summer.
    3. Marta Disegna & Linda Osti, 2016. "Tourists' Expenditure Behaviour: The Influence of Satisfaction and the Dependence of Spending Categories," Tourism Economics, , vol. 22(1), pages 5-30, February.
    4. Brown, Sarah & Greene, William H. & Harris, Mark N. & Taylor, Karl, 2015. "An inverse hyperbolic sine heteroskedastic latent class panel tobit model: An application to modelling charitable donations," Economic Modelling, Elsevier, vol. 50(C), pages 228-236.
    5. Su, Shew-Jiuan B & Yen, Steven T, 1996. "Microeconometric Models of Infrequently Purchased Goods: An Application to Household Pork Consumption," Empirical Economics, Springer, vol. 21(4), pages 513-533.
    6. Howard, Philip N. & Mazaheri, Nimah, 2009. "Telecommunications Reform, Internet Use and Mobile Phone Adoption in the Developing World," World Development, Elsevier, vol. 37(7), pages 1159-1169, July.
    7. Asongu, Simplice A. & Odhiambo, Nicholas M., 2020. "Foreign direct investment, information technology and economic growth dynamics in Sub-Saharan Africa," Telecommunications Policy, Elsevier, vol. 44(1).
    8. Madden, Gary & Coble-Neal, Grant, 0. "Internet use in rural and remote Western Australia," Telecommunications Policy, Elsevier, vol. 27(3-4), pages 253-266, April.
    9. Baek, Ji Won, 2016. "The effects of the Internet and mobile services on urban household expenditures: The case of South Korea," Telecommunications Policy, Elsevier, vol. 40(1), pages 22-38.
    10. Breunig, Robert & McCarthy, Owen, 2020. "Household telecommunications expenditure in Australia," Telecommunications Policy, Elsevier, vol. 44(1).
    11. Engle, Robert F., 1984. "Wald, likelihood ratio, and Lagrange multiplier tests in econometrics," Handbook of Econometrics, in: Z. Griliches† & M. D. Intriligator (ed.), Handbook of Econometrics, edition 1, volume 2, chapter 13, pages 775-826, Elsevier.
    12. Cave, Martin E. & Mariscal, Elisa V., 2020. "The impact of telecommunications regulation on less well-off Mexican households," Telecommunications Policy, Elsevier, vol. 44(4).
    13. Heckman, James, 2013. "Sample selection bias as a specification error," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 31(3), pages 129-137.
    14. Lars-Hendrik Roller & Leonard Waverman, 2001. "Telecommunications Infrastructure and Economic Development: A Simultaneous Approach," American Economic Review, American Economic Association, vol. 91(4), pages 909-923, September.
    15. Rudra P. Pradhan & Mak B. Arvin & John H. Hall & Mahendhiran Nair, 2016. "Innovation, financial development and economic growth in Eurozone countries," Applied Economics Letters, Taylor & Francis Journals, vol. 23(16), pages 1141-1144, November.
    16. Yi Ren & Tong Xia & Yong Li & Xiang Chen, 2019. "Predicting socio-economic levels of urban regions via offline and online indicators," PLOS ONE, Public Library of Science, vol. 14(7), pages 1-15, July.
    17. Zhang, Xiaoqun, 2013. "Income disparity and digital divide: The Internet Consumption Model and cross-country empirical research," Telecommunications Policy, Elsevier, vol. 37(6), pages 515-529.
    18. Dani Rodrik, 2016. "Premature deindustrialization," Journal of Economic Growth, Springer, vol. 21(1), pages 1-33, March.
    19. Vuong, Quang H, 1989. "Likelihood Ratio Tests for Model Selection and Non-nested Hypotheses," Econometrica, Econometric Society, vol. 57(2), pages 307-333, March.
    20. Cragg, John G, 1971. "Some Statistical Models for Limited Dependent Variables with Application to the Demand for Durable Goods," Econometrica, Econometric Society, vol. 39(5), pages 829-844, September.
    21. Ghosh, Saibal, 2016. "Does mobile telephony spur growth? Evidence from Indian states," Telecommunications Policy, Elsevier, vol. 40(10), pages 1020-1031.
    22. Madden, Gary & Savage, Scott J., 1998. "CEE telecommunications investment and economic growth," Information Economics and Policy, Elsevier, vol. 10(2), pages 173-195, June.
    23. Blundell, Richard & Meghir, Costas, 1987. "Bivariate alternatives to the Tobit model," Journal of Econometrics, Elsevier, vol. 34(1-2), pages 179-200.
    24. Fernando Lera-Lopez & Margarita Billon & Maria Gil, 2011. "Determinants of Internet use in Spain," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 20(2), pages 127-152.
    25. Mack, Elizabeth A. & Marie-Pierre, Lisa & Redican, Kyle, 2017. "Entrepreneurs’ use of internet and social media applications," Telecommunications Policy, Elsevier, vol. 41(2), pages 120-139.
    26. Correa, Teresa & Pavez, Isabel & Contreras, Javier, 2017. "Beyond access: A relational and resource-based model of household Internet adoption in isolated communities," Telecommunications Policy, Elsevier, vol. 41(9), pages 757-768.
    27. Myovella, Godwin & Karacuka, Mehmet & Haucap, Justus, 2020. "Digitalization and economic growth: A comparative analysis of Sub-Saharan Africa and OECD economies," Telecommunications Policy, Elsevier, vol. 44(2).
    Full references (including those not matched with items on IDEAS)

    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. Faruk Urak & Nihat Küçük & Abdulbaki Bilgiç & Steven T Yen, 2023. "Modeling censored tourism expenditures in Turkey with non-normal and heteroscedastic errors: An application of the inverse hyperbolic sine double-hurdle model," Tourism Economics, , vol. 29(3), pages 718-741, May.
    2. David Aristei & Luca Pieroni, 2008. "A double-hurdle approach to modelling tobacco consumption in Italy," Applied Economics, Taylor & Francis Journals, vol. 40(19), pages 2463-2476.
    3. Myovella, Godwin & Karacuka, Mehmet & Haucap, Justus, 2020. "Digitalization and economic growth: A comparative analysis of Sub-Saharan Africa and OECD economies," Telecommunications Policy, Elsevier, vol. 44(2).
    4. Abdulqadir, Idris A. & Asongu, Simplice A., 2022. "The asymmetric effect of internet access on economic growth in sub-Saharan Africa," Economic Analysis and Policy, Elsevier, vol. 73(C), pages 44-61.
    5. Pilag Kakeu, Charles Bertin & Miamo Wendji, Clovis & Kouhomou, Clémence Zite & Mapa Kamdoum, Généviève Christel, 2024. "Can technological innovations contribute to more overcome the issue of poverty reduction in africa?," Technology in Society, Elsevier, vol. 76(C).
    6. Abdulqadir, Idris & Asongu, Simplice, 2021. "The asymmetric effect of internet access on economic growth in sub-Saharan Africa: Insight from a dynamic panel threshold regression," MPRA Paper 109904, University Library of Munich, Germany.
    7. David Aristei & Federico Perali & Luca Pieroni, 2008. "Cohort, age and time effects in alcohol consumption by Italian households: a double-hurdle approach," Empirical Economics, Springer, vol. 35(1), pages 29-61, August.
    8. Carol Newman & Maeve Henchion & Alan Matthews, 2003. "A double-hurdle model of Irish household expenditure on prepared meals," Applied Economics, Taylor & Francis Journals, vol. 35(9), pages 1053-1061.
    9. Doyar, Bayram Veli & Rzali, Shamsi & Dikkaya, Mehmet, 2023. "Development of the ICT sector and the determinants of Internet use in the Southern Caucasus," Telecommunications Policy, Elsevier, vol. 47(1).
    10. Kuntner, Tobias & Teichert, Thorsten, 2017. "Price Promotions: Enablers or Obstacles for Brand-Led Innovation Adoption – A Double-Hurdle Approach," EconStor Preprints 157297, ZBW - Leibniz Information Centre for Economics.
    11. Martínez-Domínguez, Marlen & Fierros-González, Isael, 2022. "Determinants of internet use by school-age children: The challenges for Mexico during the COVID-19 pandemic," Telecommunications Policy, Elsevier, vol. 46(1).
    12. Owusu-Agyei, Samuel & Okafor, Godwin & Chijoke-Mgbame, Aruoriwo Marian & Ohalehi, Paschal & Hasan, Fakhrul, 2020. "Internet adoption and financial development in sub-Saharan Africa," Technological Forecasting and Social Change, Elsevier, vol. 161(C).
    13. Beltran, Jesusa C. & Pannell, David J. & Doole, Graeme J. & White, Benedict, 2011. "Factors that affect the use of herbicides in Philippine rice farming systems," Working Papers 108769, University of Western Australia, School of Agricultural and Resource Economics.
    14. Goic, Marcel & Rojas, Andrea & Saavedra, Ignacio, 2021. "The Effectiveness of Triggered Email Marketing in Addressing Browse Abandonments," Journal of Interactive Marketing, Elsevier, vol. 55(C), pages 118-145.
    15. Ward, Michael R. & Zheng, Shilin, 2016. "Mobile telecommunications service and economic growth: Evidence from China," Telecommunications Policy, Elsevier, vol. 40(2), pages 89-101.
    16. R. Mussa, 2014. "Extending the Oaxaca-Blinder Decomposition to the Independent Double Hurdle Model: With Application to Parental Spending on Education in Malawi," Studies in Economics and Econometrics, Taylor & Francis Journals, vol. 38(3), pages 39-54, December.
    17. Egemen İPEK, 2019. "An Empirical Study on Alcohol Participation and Consumption Decision in Turkey," Sosyoekonomi Journal, Sosyoekonomi Society, issue 27(41).
    18. Richard J. Vyn & Getu Hailu, 2015. "Discount Usage and Price Discrimination for Pork Products in Canada," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 63(4), pages 449-474, December.
    19. Mishra, Ashok K. & Williams, Robert P. & Detre, Joshua D., 2009. "Internet Access and Internet Purchasing Patterns of Farm Households," Agricultural and Resource Economics Review, Northeastern Agricultural and Resource Economics Association, vol. 38(2), pages 1-18, October.
    20. Hanson, Gordon H. & Xiang, Chong, 2013. "Exporting Christianity: Governance and doctrine in the globalization of US denominations," Journal of International Economics, Elsevier, vol. 91(2), pages 301-320.

    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:spr:telsys:v:85:y:2024:i:2:d:10.1007_s11235-023-01072-8. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    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.