IDEAS home Printed from https://ideas.repec.org/a/spr/jqecon/v22y2024i2d10.1007_s40953-024-00390-1.html
   My bibliography  Save this article

Banknote Life in India: A Survival Analysis Approach

Author

Listed:
  • Anirudh Tagat

    (IITB-Monash Research Academy
    Monash University)

  • Mehmet Özmen

    (University of Melbourne)

  • Gregory Markowsky

    (Monash University)

Abstract

India’s currency-to-GDP ratio indicates a strong and persistent demand for cash. Despite the withdrawal of two high-value banknotes in 2016 and the recent economic contraction due to the COVID-19 pandemic, cash continues to rule in India. Although there is extensive work on the demand for cash in India, relatively little is known about the quality and supply of banknotes. This paper provides an overview of currency management policies in India using publicly available annual aggregate issuances and disposals data from the Reserve Bank of India (RBI). We model the life of a banknote using survival analysis models, finding that low-value banknotes (INR 10 and 20) have a median life of 4–5 years. The estimates of longevity of a banknote are significantly associated with velocity of circulation as well as exogenous shocks. We demonstrate the value of survival analysis methods in informing currency management policies in India and providing avenues for future work in this domain.

Suggested Citation

  • Anirudh Tagat & Mehmet Özmen & Gregory Markowsky, 2024. "Banknote Life in India: A Survival Analysis Approach," Journal of Quantitative Economics, Springer;The Indian Econometric Society (TIES), vol. 22(2), pages 519-545, June.
  • Handle: RePEc:spr:jqecon:v:22:y:2024:i:2:d:10.1007_s40953-024-00390-1
    DOI: 10.1007/s40953-024-00390-1
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s40953-024-00390-1
    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/s40953-024-00390-1?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. Karmakar, Sudipto & Narayanan, Abhinav, 2020. "Do households care about cash? Exploring the heterogeneous effects of India's demonetization," Journal of Asian Economics, Elsevier, vol. 69(C).
    2. Pami Dua & Divya Tuteja, 2016. "Linkages between Indian and US financial markets: impact of global financial crisis and Eurozone debt crisis," Macroeconomics and Finance in Emerging Market Economies, Taylor & Francis Journals, vol. 9(3), pages 217-240, September.
    3. Van Hove, Leo, 2015. "Modelling banknote printing costs: of cohorts, generations, and note-years," Economic Modelling, Elsevier, vol. 46(C), pages 238-249.
    4. Diego Rojas & Juan Estrada & Kim P. Huynh & David T. Jacho-Chávez, 2020. "Survival Analysis of Bank Note Circulation: Fitness, Network Structure, and Machine Learning," Advances in Econometrics, in: The Econometrics of Networks, volume 42, pages 235-262, Emerald Group Publishing Limited.
    5. Alberto Cabrero & Gonzalo Camba-Mendez & Astrid Hirsch & Fernando Nieto, 2009. "Modelling the daily banknotes in circulation in the context of the liquidity management of the European Central Bank," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 28(3), pages 194-217.
    6. Bouhdaoui, Yassine & Van Hove, Leo, 2017. "On the socially optimal density of coin and banknote series: Do production costs really matter?," Journal of Macroeconomics, Elsevier, vol. 52(C), pages 252-267.
    7. Emily Loizidou & Simon Jones & Emma Grey & Mee Chi So, 2022. "Modelling the lifetime of banknotes with a semi-Markov chain model," Journal of the Operational Research Society, Taylor & Francis Journals, vol. 73(3), pages 497-508, March.
    8. Gabriel Chodorow-Reich & Gita Gopinath & Prachi Mishra & Abhinav Narayanan, 2020. "Cash and the Economy: Evidence from India’s Demonetization," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 135(1), pages 57-103.
    9. Ayushi Bajaj & Nikhil Damodaran, 2020. "Consumer Payment Choice and the Heterogeneous Impact of India’s Demonetization," Monash Economics Working Papers 07-20, Monash University, Department of Economics.
    10. Mathias Drehmann & Charles Goodhart & Malte Krueger, 2002. "The challenges facing currency usage: will the traditional transaction medium be able to resist competition from the new technologies? [‘Statement before the subcommittee on general oversight and i," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 17(34), pages 193-228.
    11. Kaushik Bhattacharya & Himanshu Joshi, 2001. "Modelling currency in circulation in India," Applied Economics Letters, Taylor & Francis Journals, vol. 8(9), pages 585-592.
    12. Massoud, Nadia, 2005. "How should Central Banks determine and control their bank note inventory?," Journal of Banking & Finance, Elsevier, vol. 29(12), pages 3099-3119, December.
    13. Bouhdaoui, Y. & Bounie, D. & Van Hove, L., 2013. "When do plastic bills lower the bill for the central bank? A model and estimates for the U.S," Journal of Policy Modeling, Elsevier, vol. 35(1), pages 45-60.
    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. Bouhdaoui, Yassine & Van Hove, Leo, 2017. "On the socially optimal density of coin and banknote series: Do production costs really matter?," Journal of Macroeconomics, Elsevier, vol. 52(C), pages 252-267.
    2. Deinhammer, Harald & Ladi, Anna, 2017. "Modelling euro banknote quality in circulation," Occasional Paper Series 204, European Central Bank.
    3. Bajaj, Ayushi & Damodaran, Nikhil, 2022. "Consumer payment choice and the heterogeneous impact of India’s demonetization," Journal of Economic Dynamics and Control, Elsevier, vol. 137(C).
    4. Van Hove, Leo, 2015. "Modelling banknote printing costs: of cohorts, generations, and note-years," Economic Modelling, Elsevier, vol. 46(C), pages 238-249.
    5. Beyer, Robert C.M. & Jain, Tarun & Sinha, Sonalika, 2023. "Lights out? COVID-19 containment policies and economic activity," Journal of Asian Economics, Elsevier, vol. 85(C).
    6. Ayushi Bajaj & Nikhil Damodaran, 2021. "Consumer Payment Choice and the Heterogeneous Impact of India’s Demonetization," Monash Economics Working Papers 2021-15, Monash University, Department of Economics.
    7. Das, Satadru & Gadenne, Lucie & Nandi, Tushar & Warwick, Ross, 2023. "Does going cashless make you tax-rich? Evidence from India’s demonetization experiment," Journal of Public Economics, Elsevier, vol. 224(C).
    8. Kunal Dasgupta & Srinivasan Murali, 2024. "Pandemic containment and inequality in a developing economy," Economic Inquiry, Western Economic Association International, vol. 62(2), pages 837-864, April.
    9. Kaushik Bhattacharya & Sunny Kumar Singh, 2016. "Impact of Payment Technology on Seasonality of Currency in Circulation: Evidence from the USA and India," Journal of Quantitative Economics, Springer;The Indian Econometric Society (TIES), vol. 14(1), pages 117-136, June.
    10. Jeremy Samer Srouji, 2020. "Digital Payments, the Cashless Economy, and Financial Inclusion in the United Arab Emirates: Why Is Everyone Still Transacting in Cash?," Post-Print hal-03015357, HAL.
    11. Ayushi Bajaj & Nikhil Damodaran, 2020. "Consumer Payment Choice and the Heterogeneous Impact of India’s Demonetization," Monash Economics Working Papers 07-20, Monash University, Department of Economics.
    12. Ahsan, Md Nazmul & Thakur, Sounak, 2024. "The great Indian demonetization and gender gap in health outcomes: Evidence from two Indian states," Economics & Human Biology, Elsevier, vol. 53(C).
    13. Nidhi Aggarwal & Sudha Narayanan, 2023. "The impact of India's demonetization on domestic agricultural trade," American Journal of Agricultural Economics, John Wiley & Sons, vol. 105(1), pages 316-340, January.
    14. Fouillet, Cyril & Guérin, Isabelle & Servet, Jean-Michel, 2021. "Demonetization and digitalization: The Indian government's hidden agenda," Telecommunications Policy, Elsevier, vol. 45(2).
    15. Chanda, Areendam & Cook, C. Justin, 2022. "Was India’s demonetization redistributive? Insights from satellites and surveys," Journal of Macroeconomics, Elsevier, vol. 73(C).
    16. Francesco Flaviano Russo, 2022. "Cash thresholds, cash expenditure and tax evasion," Fiscal Studies, John Wiley & Sons, vol. 43(4), pages 387-403, December.
    17. Jeremy Srouji, 2020. "Digital Payments, the Cashless Economy, and Financial Inclusion in the United Arab Emirates: Why Is Everyone Still Transacting in Cash?," JRFM, MDPI, vol. 13(11), pages 1-10, October.
    18. Rösl, Gerhard & Seitz, Franz, 2022. "On the stabilizing role of cash for societies," IMFS Working Paper Series 167, Goethe University Frankfurt, Institute for Monetary and Financial Stability (IMFS).
    19. Wu, Wentao & Lin, Zhilu & Oghazi, Pejvak & Patel, Pankaj C., 2022. "The impact of demonetization on microfinance institutions," Journal of Business Research, Elsevier, vol. 153(C), pages 1-18.
    20. Lucas A. Mariani & Jose Renato Haas Ornelas & Bernardo Ricca, 2023. "Banks’ Physical Footprint and Financial Technology Adoption," Working Papers Series 576, Central Bank of Brazil, Research Department.

    More about this item

    Keywords

    Banknotes; Banknote life; Hazard rates; Currency management; Central banks;
    All these keywords.

    JEL classification:

    • C41 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: Special Topics - - - Duration Analysis; Optimal Timing Strategies
    • 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

    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:spr:jqecon:v:22:y:2024:i:2:d:10.1007_s40953-024-00390-1. 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.