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Do debit cards decrease cash demand?: causal inference and sensitivity analysis using principal stratification

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  • Andrea Mercatanti
  • Fan Li

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  • 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.
    • Handle: RePEc:bla:jorssc:v:66:y:2017:i:4:p:759-776
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    File URL: http://hdl.handle.net/10.1111/rssc.12193
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    References listed on IDEAS

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    4. 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.
    5. 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.
    6. Peter B. Gilbert & Ronald J. Bosch & Michael G. Hudgens, 2003. "Sensitivity Analysis for the Assessment of Causal Vaccine Effects on Viral Load in HIV Vaccine Trials," Biometrics, The International Biometric Society, vol. 59(3), pages 531-541, September.
    7. Orazio P. Attanasio & Luigi Guiso & Tullio Jappelli, 2002. "The Demand for Money, Financial Innovation, and the Welfare Cost of Inflation: An Analysis with Household Data," Journal of Political Economy, University of Chicago Press, vol. 110(2), pages 317-351, April.
    8. 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.
    9. A. Mattei & F. Mealli, 2007. "Application of the Principal Stratification Approach to the Faenza Randomized Experiment on Breast Self-Examination," Biometrics, The International Biometric Society, vol. 63(2), pages 437-446, June.
    10. Humphrey, David B & Pulley, Lawrence B & Vesala, Jukka M, 1996. "Cash, Paper, and Electronic Payments: A Cross-Country Analysis," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 28(4), pages 914-939, November.
    11. David B. Humphrey & Lawrence B. Pulley & Jukka M. Vesala, 1996. "Cash, paper, and electronic payments: a cross-country analysis," Proceedings, Board of Governors of the Federal Reserve System (U.S.), pages 914-941.
    12. Sheri M. Markose & Yiing Jia Loke, 2003. "Network Effects On Cash-Card Substitution In Transactions And Low Interest Rate Regimes," Economic Journal, Royal Economic Society, vol. 113(487), pages 456-476, April.
    13. Fernando Alvarez & Francesco Lippi, 2009. "Financial Innovation and the Transactions Demand for Cash," Econometrica, Econometric Society, vol. 77(2), pages 363-402, March.
    14. Gene Amromin & Sujit Chakravorti, 2007. "Debit card and cash usage: a cross-country analysis," Working Paper Series WP-07-04, Federal Reserve Bank of Chicago.
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    17. Fabrizia Mealli & Barbara Pacini, 2013. "Using Secondary Outcomes to Sharpen Inference in Randomized Experiments With Noncompliance," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 108(503), pages 1120-1131, September.
    18. Jinyong Hahn, 1998. "On the Role of the Propensity Score in Efficient Semiparametric Estimation of Average Treatment Effects," Econometrica, Econometric Society, vol. 66(2), pages 315-332, March.
    19. Guido W. Imbens, 2004. "Nonparametric Estimation of Average Treatment Effects Under Exogeneity: A Review," The Review of Economics and Statistics, MIT Press, vol. 86(1), pages 4-29, February.
    20. 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.
    21. Leonardo Grilli & Fabrizia Mealli, 2008. "Nonparametric Bounds on the Causal Effect of University Studies on Job Opportunities Using Principal Stratification," Journal of Educational and Behavioral Statistics, , vol. 33(1), pages 111-130, March.
    22. Alessandra Mattei & Fabrizia Mealli & Barbara Pacini, 2014. "Identification of causal effects in the presence of nonignorable missing outcome values," Biometrics, The International Biometric Society, vol. 70(2), pages 278-288, June.
    23. Zhang, Junni L. & Rubin, Donald B. & Mealli, Fabrizia, 2009. "Likelihood-Based Analysis of Causal Effects of Job-Training Programs Using Principal Stratification," Journal of the American Statistical Association, American Statistical Association, vol. 104(485), pages 166-176.
    24. Hakan Yilmazkuday & M. Ege Yazgan, 2009. "Effects of credit and debit cards on the currency demand," Applied Economics, Taylor & Francis Journals, vol. 41(17), pages 2115-2123.
    25. Booil Jo & Amiram D. Vinokur, 2011. "Sensitivity Analysis and Bounding of Causal Effects With Alternative Identifying Assumptions," Journal of Educational and Behavioral Statistics, , vol. 36(4), pages 415-440, August.
    26. Jin, Hui & Rubin, Donald B., 2008. "Principal Stratification for Causal Inference With Extended Partial Compliance," Journal of the American Statistical Association, American Statistical Association, vol. 103, pages 101-111, March.
    27. James J. Heckman & Hidehiko Ichimura & Petra Todd, 1998. "Matching As An Econometric Evaluation Estimator," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 65(2), pages 261-294.
    28. Imbens,Guido W. & Rubin,Donald B., 2015. "Causal Inference for Statistics, Social, and Biomedical Sciences," Cambridge Books, Cambridge University Press, number 9780521885881, October.
    29. Kim, Young Sik & Lee, Manjong, 2010. "A model of debit card as a means of payment," Journal of Economic Dynamics and Control, Elsevier, vol. 34(8), pages 1359-1368, August.
    30. Humphrey, David & Kaloudis, Aris & Owre, Grete, 2004. "The future of cash: falling legal use and implications for government policy," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 14(3), pages 221-233, July.
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    Cited by:

    1. Edoardo Rainone, 2022. "Currency demand at negative policy rates," Temi di discussione (Economic working papers) 1359, Bank of Italy, Economic Research and International Relations Area.
    2. Fan Li & Andrea Mercatanti & Taneli Mäkinen & Andrea Silvestrini, 2019. "A regression discontinuity design for categorical ordered running variables with an application to central bank purchases of corporate bonds," Temi di discussione (Economic working papers) 1213, Bank of Italy, Economic Research and International Relations Area.
    3. Hakan Yilmazkuday & M. Ege Yazgan, 2009. "Effects of credit and debit cards on the currency demand," Applied Economics, Taylor & Francis Journals, vol. 41(17), pages 2115-2123.

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