IDEAS home Printed from https://ideas.repec.org/a/sae/emffin/v18y2019i3p290-338.html
   My bibliography  Save this article

Gauging the Impact of Payment System Innovations on Financial Intermediation: Novel Empirical Evidence from Indonesia

Author

Listed:
  • Alexander Lubis
  • Constantinos Alexiou
  • Joseph G. Nellis

Abstract

In this article, the relationship between innovations in the payment systems and financial intermediation is explored. By focusing on excess reserves and currency demand we provide evidence on the extant transmission mechanism. In this direction, a generalised method of moments (GMM) and vector error correction model (VECM) techniques are applied to a data set collated for Indonesia. We find that financial intermediation is affected by currency demand while we observe a limited role of excess reserves affecting financial intermediation. Credit card payments are found to have a statistically significant effect on currency demand, whereas debit card payments only influence financial intermediation in the long run. In addition, the real-time gross settlement (RTGS) exerts an upward pressure on excess reserves. The findings are of great importance as they provide support to policies that favour payment migration to an electronic platform, particularly that of card-based payment systems. JEL Classification: E42, E58, N25, G21

Suggested Citation

  • Alexander Lubis & Constantinos Alexiou & Joseph G. Nellis, 2019. "Gauging the Impact of Payment System Innovations on Financial Intermediation: Novel Empirical Evidence from Indonesia," Journal of Emerging Market Finance, Institute for Financial Management and Research, vol. 18(3), pages 290-338, December.
    • Handle: RePEc:sae:emffin:v:18:y:2019:i:3:p:290-338
    DOI: 10.1177/0972652719846312
    as

    Download full text from publisher

    File URL: https://journals.sagepub.com/doi/10.1177/0972652719846312
    Download Restriction: no
    File URL: https://libkey.io/10.1177/0972652719846312?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
    ---><---

    References listed on IDEAS

    as
    1. MacKinnon, James G & Haug, Alfred A & Michelis, Leo, 1999. "Numerical Distribution Functions of Likelihood Ratio Tests for Cointegration," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 14(5), pages 563-577, Sept.-Oct.
    2. Merrouche, Ouarda & Nier, Erlend, 2012. "Payment systems, inside money and financial intermediation," Journal of Financial Intermediation, Elsevier, vol. 21(3), pages 359-382.
    3. D. Filiz Unsal, 2013. "Capital Flows and Financial Stability: Monetary Policy and Macroprudential Responses," International Journal of Central Banking, International Journal of Central Banking, vol. 9(1), pages 233-285, March.
    4. Anton Korinek & Damiano Sandri, 2016. "Capital Controls or Macroprudential Regulation?," NBER Chapters, in: NBER International Seminar on Macroeconomics 2015, National Bureau of Economic Research, Inc.
    5. Helmut Stix, 2004. "How Do Debit Cards Affect Cash Demand? Survey Data Evidence," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 31(2), pages 93-115, June.
    6. Galbiati, Marco & Soramäki, Kimmo, 2011. "An agent-based model of payment systems," Journal of Economic Dynamics and Control, Elsevier, vol. 35(6), pages 859-875, June.
    7. Lippi, Francesco & Secchi, Alessandro, 2009. "Technological change and the households' demand for currency," Journal of Monetary Economics, Elsevier, vol. 56(2), pages 222-230, March.
    8. John Bound & David A. Jaeger & Regina Baker, 1993. "The Cure Can Be Worse than the Disease: A Cautionary Tale Regarding Instrumental Variables," NBER Technical Working Papers 0137, National Bureau of Economic Research, Inc.
    9. Iftekhar Hasan & Heiko Schmiedel & Liang Song, 2012. "Returns to Retail Banking and Payments," Journal of Financial Services Research, Springer;Western Finance Association, vol. 41(3), pages 163-195, June.
    10. Douglas W. Diamond & Raghuram G. Rajan, 2006. "Money in a Theory of Banking," American Economic Review, American Economic Association, vol. 96(1), pages 30-53, March.
    11. Douglas W. Diamond & Philip H. Dybvig, 2000. "Bank runs, deposit insurance, and liquidity," Quarterly Review, Federal Reserve Bank of Minneapolis, vol. 24(Win), pages 14-23.
    12. Beaupain, Renaud & Durré, Alain, 2013. "Central bank reserves and interbank market liquidity in the euro area," Journal of Financial Intermediation, Elsevier, vol. 22(2), pages 259-284.
    13. Agenor, Pierre-Richard & Aizenman, Joshua & Hoffmaister, Alexander W., 2004. "The credit crunch in East Asia: what can bank excess liquid assets tell us?," Journal of International Money and Finance, Elsevier, vol. 23(1), pages 27-49, February.
    14. Mr. Omotunde E. G. Johnson, 1998. "The Payment System and Monetary Policy," IMF Policy Discussion Papers 1998/004, International Monetary Fund.
    15. Kahn, Charles M. & Roberds, William, 2009. "Why pay? An introduction to payments economics," Journal of Financial Intermediation, Elsevier, vol. 18(1), pages 1-23, January.
    16. Chu, Shiou-Yen, 2015. "Funding liquidity constraints and the forward premium anomaly in a DSGE model," International Review of Economics & Finance, Elsevier, vol. 39(C), pages 76-89.
    17. repec:onb:oenbwp:y::i:82:b:1 is not listed on IDEAS
    18. Bernanke, Ben S & Blinder, Alan S, 1988. "Credit, Money, and Aggregate Demand," American Economic Review, American Economic Association, vol. 78(2), pages 435-439, May.
    19. David, Bounie & Abel, François & Patrick, Waelbroeck, 2016. "Debit card and demand for cash," Journal of Banking & Finance, Elsevier, vol. 73(C), pages 55-66.
    20. Rousseau, Peter L. & Wachtel, Paul, 2002. "Inflation thresholds and the finance-growth nexus," Journal of International Money and Finance, Elsevier, vol. 21(6), pages 777-793, November.
    21. Güntner, Jochen H.F., 2015. "The federal funds market, excess reserves, and unconventional monetary policy," Journal of Economic Dynamics and Control, Elsevier, vol. 53(C), pages 225-250.
    22. Fuerst, Timothy S., 1992. "Liquidity, loanable funds, and real activity," Journal of Monetary Economics, Elsevier, vol. 29(1), pages 3-24, February.
    23. Duca, John V & Whitesell, William C, 1995. "Credit Cards and Money Demand: A Cross-sectional Study," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 27(2), pages 604-623, May.
    24. Ennis, Huberto M. & Keister, Todd, 2003. "Economic growth, liquidity, and bank runs," Journal of Economic Theory, Elsevier, vol. 109(2), pages 220-245, April.
    25. Perry Warjiyo, 2014. "The transmission mechanism and policy responses to global monetary developments: the Indonesian experience," BIS Papers chapters, in: Bank for International Settlements (ed.), The transmission of unconventional monetary policy to the emerging markets, volume 78, pages 197-213, Bank for International Settlements.
    26. Jan Kregel, 2009. "Why don't the bailouts work? Design of a new financial system versus a return to normalcy," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 33(4), pages 653-663, July.
    27. Titiheruw, Ira S. & Atje, Raymond, 2009. "Payment System in Indonesia: Recent Developments and Policy Issues," ADBI Working Papers 149, Asian Development Bank Institute.
    28. Hugh Rockoff, 1993. "The Meaning of Money in the Great Depression," NBER Historical Working Papers 0052, National Bureau of Economic Research, Inc.
    29. Wang, Zhu & Wolman, Alexander L., 2016. "Payment choice and currency use: Insights from two billion retail transactions," Journal of Monetary Economics, Elsevier, vol. 84(C), pages 94-115.
    30. Nguyen, Vu Hong Thai & Boateng, Agyenim, 2013. "The impact of excess reserves beyond precautionary levels on Bank Lending Channels in China," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 26(C), pages 358-377.
    31. Laura Rinaldi, "undated". "Payment Cards and Money Demand in Belgium," International Economics Working Papers Series ces0116, Katholieke Universiteit Leuven, Centrum voor Economische Studiën, International Economics.
    32. Heli Snellman & Matti Viren, 2009. "ATM networks and cash usage," Applied Financial Economics, Taylor & Francis Journals, vol. 19(10), pages 841-851.
    33. Korinek, Anton, 2018. "Regulating capital flows to emerging markets: An externality view," Journal of International Economics, Elsevier, vol. 111(C), pages 61-80.
    34. Schmiedel, Heiko & Hasan, Iftekhar & De Renzis, Tania, 2013. "Retail payments and the real economy," Working Paper Series 1572, European Central Bank.
    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. Nilanjan Banik & Khanindra Ch. Das, 2024. "The Story of De- dollarization and Internationalization of the Chinese Renminbi," Journal of Emerging Market Finance, Institute for Financial Management and Research, vol. 23(4), pages 471-494, December.

    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. Merrouche, Ouarda & Nier, Erlend, 2012. "Payment systems, inside money and financial intermediation," Journal of Financial Intermediation, Elsevier, vol. 21(3), pages 359-382.
    2. David, Bounie & Abel, François & Patrick, Waelbroeck, 2016. "Debit card and demand for cash," Journal of Banking & Finance, Elsevier, vol. 73(C), pages 55-66.
    3. Committee, Nobel Prize, 2022. "Financial Intermediation and the Economy," Nobel Prize in Economics documents 2022-2, Nobel Prize Committee.
    4. Guerino Ardizzi & Eleonora Iachini, 2013. "Why are payment habits so heterogeneous across and within countries? Evidence from European countries and Italian regions," Questioni di Economia e Finanza (Occasional Papers) 144, Bank of Italy, Economic Research and International Relations Area.
    5. Yang, Jun & Shao, Hanhua, 2016. "Impact of bank competition on the bank lending channel of monetary transmission: Evidence from China," International Review of Economics & Finance, Elsevier, vol. 43(C), pages 468-481.
    6. Andrea Mercatanti & Fan Li, 2017. "Do debit cards decrease cash demand?: causal inference and sensitivity analysis using principal stratification," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 66(4), pages 759-776, August.
    7. John Bagnall & David Bounie & Kim P. Huynh & Anneke Kosse & Tobias Schmidt & Scott Schuh, 2016. "Consumer Cash Usage: A Cross-Country Comparison with Payment Diary Survey Data," International Journal of Central Banking, International Journal of Central Banking, vol. 12(4), pages 1-61, December.
    8. repec:bdi:opques:qef_144_01 is not listed on IDEAS
    9. Anil K. Kashyap & Jeremy C. Stein, 1994. "Monetary Policy and Bank Lending," NBER Chapters, in: Monetary Policy, pages 221-261, National Bureau of Economic Research, Inc.
    10. Temwa Joshua Kaluba. & Benjamin Kaira, 2024. "Impact of Financial Inclusion in Line with Mobile Money on Currency in Circulation," International Journal of Research and Innovation in Social Science, International Journal of Research and Innovation in Social Science (IJRISS), vol. 8(9), pages 3593-3604, September.
    11. Melchisedek Joslem Ngambou Djatche, 2022. "Monetary policy, prudential policy and bank's risk‐taking: A literature review," Journal of Economic Surveys, Wiley Blackwell, vol. 36(5), pages 1559-1590, December.
    12. Roberto Robatto, 2015. "Financial Crises and Systemic Bank Runs in a Dynamic Model of Banking," 2015 Meeting Papers 483, Society for Economic Dynamics.
    13. Roberto Robatto, 2019. "Systemic Banking Panics, Liquidity Risk, and Monetary Policy," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 34, pages 20-42, October.
    14. Rui C. Mano & Silvia Sgherri, 2024. "One Shock, Many Policy Responses," Open Economies Review, Springer, vol. 35(2), pages 395-420, April.
    15. Hiroshi Fujiki & Migiwa Tanaka, 2009. "Demand for Currency, New Technology and the Adoption of Electronic Money: Evidence Using Individual Household Data," IMES Discussion Paper Series 09-E-27, Institute for Monetary and Economic Studies, Bank of Japan.
    16. Nguyen, Vu Hong Thai & Boateng, Agyenim, 2015. "An analysis of involuntary excess reserves, monetary policy and risk-taking behaviour of Chinese Banks," International Review of Financial Analysis, Elsevier, vol. 37(C), pages 63-72.
    17. Tamás Briglevics & Scott Schuh, 2020. "This Is What's in Your Wallet...and Here's How You Use It," Working Papers 20-04, Department of Economics, West Virginia University.
    18. Thai V. H. Nguyen & Agyenim Boateng & Tra Thi Thu Pham, 2019. "Involuntary excess reserve and heterogeneous transmission of policy rates to bank lending rates in China," Empirical Economics, Springer, vol. 57(3), pages 1023-1044, September.
    19. Norring, Anni, 2022. "Taming the tides of capital: Review of capital controls and macroprudential policy in emerging economies," BoF Economics Review 1/2022, Bank of Finland.
    20. Antinolfi, Gaetano & Keister, Todd, 2006. "Discount Window Policy, Banking Crises, And Indeterminacy Of Equilibrium," Macroeconomic Dynamics, Cambridge University Press, vol. 10(1), pages 1-19, February.
    21. Engel, Charles, 2016. "Macroprudential policy under high capital mobility: policy implications from an academic perspective," Journal of the Japanese and International Economies, Elsevier, vol. 42(C), pages 162-172.

    More about this item

    Keywords

    Payment systems; financial intermediation; excess reserves; currency demand; monetary policy;
    All these keywords.

    JEL classification:

    • E42 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Monetary Sytsems; Standards; Regimes; Government and the Monetary System
    • E58 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit - - - Central Banks and Their Policies
    • N25 - Economic History - - Financial Markets and Institutions - - - Asia including Middle East
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages

    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:sae:emffin:v:18:y:2019:i:3:p:290-338. 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: SAGE Publications (email available below). General contact details of provider: http://www.ifmr.ac.in .

    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.