IDEAS home Printed from https://ideas.repec.org/a/spt/admaec/v15y2025i5f15_5_2.html
   My bibliography  Save this article

Factors affecting card payment levels in Germany: Longitudinal research

Author

Listed:
  • Seda Yılmaz

Abstract

This study aimed to examine the role of macroeconomic indicators on card payments in Germany. The study utilized the parameters of the data provided for Germany by the World Bank Country Reports between 2000 and 2023, as well as the total card payments data from the ECB Data portal. According to the results obtained in the study, both GDP, price index and GINI coefficients positively and significantly affected card payments. Bank loans and production value added, on the other hand, had a decreasing effect on payments. Multivariate analysis revealed a positive relationship between GDP and card payments only. Although many variables may influence these results, the reflection of economic activities is generally significant. According to the results obtained, although the effect of all macroeconomic indicators is statistically significant in the univariate dimension, only GDP was found to have a positive and substantial contribution to card payments in the multivariate analysis. Â

Suggested Citation

  • Seda Yılmaz, 2025. "Factors affecting card payment levels in Germany: Longitudinal research," Advances in Management and Applied Economics, SCIENPRESS Ltd, vol. 15(5), pages 1-2.
  • Handle: RePEc:spt:admaec:v:15:y:2025:i:5:f:15_5_2
    as

    Download full text from publisher

    File URL: http://www.scienpress.com/Upload/AMAE%2fVol%2015_5_2.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Abdul Rachman & Niken Julianti & Siti Arkoyah, 2024. "Challenges and Opportunities for QRIS Implementation as a Digital Payment System in Indonesia," EkBis: Jurnal Ekonomi dan Bisnis, UIN Sunan Kalijaga Yogyakarta, vol. 8(1), pages 1-13.
    2. Aurazo, Jose & Gasmi, Farid, 2024. "Digital payment systems in emerging economies: Lessons from Kenya, India, Brazil, and Peru," TSE Working Papers 24-1572, Toulouse School of Economics (TSE).
    3. Bátiz-Lazo, Bernardo & Haigh, Thomas & Stearns, David L., 2014. "How the Future Shaped the Past: The Case of the Cashless Society," Enterprise & Society, Cambridge University Press, vol. 15(1), pages 103-131, March.
    4. Aurazo, Jose & Gasmi, Farid, 2024. "Digital payment systems in emerging economies: Lessons from Kenya, India, Brazil, and Peru," Information Economics and Policy, Elsevier, vol. 69(C).
    5. Quinn, Amity E. & Trachtenberg, Aaron J. & McBrien, Kerry A. & Ogundeji, Yewande & Souri, Sepideh & Manns, Liam & Rennert-May, Elissa & Ronksley, Paul & Au, Flora & Arora, Nikita & Hemmelgarn, Brenda , 2020. "Impact of payment model on the behaviour of specialist physicians: A systematic review," Health Policy, Elsevier, vol. 124(4), pages 345-358.
    6. Greenacre, Luke & Akbar, Skye, 2019. "The impact of payment method on shopping behaviour among low income consumers," Journal of Retailing and Consumer Services, Elsevier, vol. 47(C), pages 87-93.
    7. Wright, Julian, 2003. "Optimal card payment systems," European Economic Review, Elsevier, vol. 47(4), pages 587-612, August.
    8. Farid Gasmi & Jose Aurazo, 2024. "Digital payment systems in emerging economies: Lessons from Kenya, India, Brazil, and Peru," Post-Print hal-04926380, HAL.
    9. Nicholas Wilson & Barbara Summers & Robert Hope, 2000. "Using Payment Behaviour Data for Credit Risk Modelling," International Journal of the Economics of Business, Taylor & Francis Journals, vol. 7(3), pages 333-346.
    10. Nikola Fabris, 2019. "Cashless Society – The Future of Money or a Utopia?," Journal of Central Banking Theory and Practice, Central bank of Montenegro, vol. 8(1), pages 53-66.
    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. Ana Aguilar & Jon Frost & Rafael Guerra & Steven Kamin & Alexandre Tombini, 2024. "Digital payments, informality and economic growth," BIS Working Papers 1196, Bank for International Settlements.
    2. Chakravorti Sujit, 2003. "Theory of Credit Card Networks: A Survey of the Literature," Review of Network Economics, De Gruyter, vol. 2(2), pages 1-19, June.
    3. Gifford, Rachel & Molleman, Eric & van der Vaart, Taco, 2024. "It's a jungle out there: Understanding physician payment and its role in group dynamics," Social Science & Medicine, Elsevier, vol. 350(C).
    4. Venkatraman, Shriram & Reddy, P. Govinda, 2021. "Cashlessness and scalable multi-pay practices: Capturing the everyday financial transactions in local contexts," Telecommunications Policy, Elsevier, vol. 45(5).
    5. Hoang, Yen Hai & Ngo, Vu Minh & Bich Vu, Ngoc, 2023. "Central bank digital currency: A systematic literature review using text mining approach," Research in International Business and Finance, Elsevier, vol. 64(C).
    6. Bruno Jullien, 2005. "Two-sided Markets and Electronic Intermediaries," CESifo Economic Studies, CESifo Group, vol. 51(2-3), pages 233-260.
    7. David S. Evans & Richard Schmalensee, 2005. "The economics of interchange fees and their regulation : an overview," Proceedings – Payments System Research Conferences, Federal Reserve Bank of Kansas City, issue May, pages 73-120.
    8. Sharma, Dheeraj & Pandey, Shivendra, 2020. "The role payment depreciation in short temporal separations: Should online retailer make customers wait?," Journal of Retailing and Consumer Services, Elsevier, vol. 53(C).
    9. Zsófia Pintér & Mónika Zita Nagy & Katalin Tóth & József Varga, 2022. "The Struggle between Cash and Electronic Payments," Economies, MDPI, vol. 10(12), pages 1-15, November.
    10. Suhail Ahmad Bhat & Sheikh Basharul Islam & Mansoor Farooq Mir, 2024. "Consumers’ attitude toward biometric banking services: an empirical evaluation of determinants and outcomes," Journal of Financial Services Marketing, Palgrave Macmillan, vol. 29(4), pages 1572-1588, December.
    11. Bernardo Batiz-Lazo & Alarcon-Molina, Jose & Espinosa-Cristia, Juan Felipe, 2019. "Trust and Agency Redistribution in CajaVecina's Payment Ecosystem," Working Papers 19015, Bangor Business School, Prifysgol Bangor University (Cymru / Wales).
    12. Economides, Nicholas & Henriques, David, 2011. "To surcharge or not to surcharge? A two-sided market perspective of the no-surchage rule," Working Paper Series 1388, European Central Bank.
    13. Polanski Arnold & Cardona Daniel, 2012. "Multilevel Mediation in Symmetric Trees," Review of Network Economics, De Gruyter, vol. 11(3), pages 1-23, September.
    14. Yinhong Yao & Jianping Li, 2022. "Operational risk assessment of third-party payment platforms: a case study of China," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 8(1), pages 1-20, December.
    15. Samuel Rutz, 2010. "Interchange Fees as a Mechanism to Raise Rivals' Costs - Some Evidence from Switzerland," Swiss Journal of Economics and Statistics (SJES), Swiss Society of Economics and Statistics (SSES), vol. 146(II), pages 507-532, June.
    16. Sebastian Wismer, 2013. "Intermediated vs. Direct Sales and a No-Discrimination Rule," Working Papers 131, Bavarian Graduate Program in Economics (BGPE).
    17. Rizwan, Muhammad Suhail & Ahmad, Ghufran & Qureshi, Anum, 2025. "Central bank digital currency and systemic risk," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 99(C).
    18. Wang, Zhu, 2010. "Market structure and payment card pricing: What drives the interchange?," International Journal of Industrial Organization, Elsevier, vol. 28(1), pages 86-98, January.
    19. Jonker Nicole, 2011. "Card Acceptance and Surcharging: the Role of Costs and Competition," Review of Network Economics, De Gruyter, vol. 10(2), pages 1-35, June.
    20. Batiz-lazo, Bernardo & del Angel, Gustavo, 2016. "El nacimiento de la tarjeta de credito bancaria an Mexico y Espana, 1966-1975 [The emergence of the bank credit card in Mexico and Spain, 1966-1975]," MPRA Paper 78004, University Library of Munich, Germany, revised 05 Aug 2016.

    More about this item

    Keywords

    ;
    ;
    ;
    ;

    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:spt:admaec:v:15:y:2025:i:5:f:15_5_2. 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: Eleftherios Spyromitros-Xioufis (email available below). General contact details of provider: http://www.scienpress.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.