THE IMPACT OF COVID-19 ON DIGITAL PAYMENT HABITS OF INDIAN HOUSEHOLDS

  • Rajas Saroy Reserve Bank of India
  • Sakshi Awasthy Reserve Bank of India
  • Naveen K. Singh Reserve Bank of India
  • Sonali M. Adki Reserve Bank of India
  • Sarat Dhal Reserve Bank of India
Keywords: Payment systems, Logistic regression, Digital economy

Abstract

The COVID-19 induced lockdown in India was an inflection point for on-boarding of new users into digital payments. Using a large survey dataset, we examine the driving factors of this shift for those who used digital payments for the first time. Apart from demographic drivers of payment choice traditionally explored in the literature, we find that this shift was significantly shaped by the degree of awareness of digital modes, access to smartphones and debit cards, and pandemic-relief welfare transfers. Users who had abandoned digital payments due to prior bad experiences switched back to such modes.

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References

Agur, I., Peria, S. M., & Rochon, C. (2020). Digital Financial Services and the Pandemic: Opportunities and Risks for Emerging and Developing Economies. International Monetary Fund Special Series on COVID-19, Transactions, 1, 2-1.

Alber, N., & Dabour, M. (2020). The Dynamic Relationship between FinTech and Social Distancing under COVID-19 Pandemic: Digital Payments Evidence. International Journal of Economics and Finance, 12.

Arango-Arango, C. A., Bouhdaoui, Y., Bounie, D., Eschelbach, M., & Hernandez, L. (2018). Cash Remains Top-of-wallet! International evidence from Payment Diaries. Economic Modelling, 69, 38-48.

Ardizzi, G., Nobili, A., & Rocco, G. (2020). A Game Changer in Payment Habits: Evidence from Daily Data during a Pandemic. Bank of Italy Occasional Paper, 591.

Auer, R., Frost, J., Lammer, T., Rice, T., & Wadsworth, A. (2020). Inclusive Payments for the Post-pandemic World. SUERF Policy Notes, 193.

Bagnall, J., Bounie, D., Huynh, K. P., Kosse, A., Schmidt, T., Schuh, S. D., & Stix, H. (2014). Consumer Cash Usage: A Cross-country Comparison with Payment Diary Survey Data. International Journal of Central Banking, 12, 1–61.

Barro, R. J., Ursúa, J. F., & Weng, J. (2020). The Coronavirus and the Great Influenza Pandemic: Lessons from the “Spanish Flu” for the Coronavirus’s Potential Effects on Mortality and Economic Activity (No. w26866). National Bureau of Economic Research.

Bhuyan, P., Roy J., & Priyadarshi R. R. (2021). Retail Payment Habits in India - Evidence from a Pilot Survey. RBI Bulletin April 2021. https://www.rbi.org.in/Scripts/BS_ViewBulletin.aspx?Id=20205

Bold, C., Porteous, D., & Rotman, S. (2012). Social Cash Transfers and Financial Inclusion: Evidence from Four Countries. Consultative Group to Assist the Poor, Focus Note 77/2012.

Chaudhari, D. R., Dhal, S., & Adki, S. M. (2019). Payment Systems Innovation and Currency Demand in India: Some Applied Perspectives. Reserve Bank of India Occasional Papers, 40, 33-63.

Chen, H., Engert, W., Huynh, K., Nicholls, G., & Zhu, J. (2021). Cash and COVID-19: The Effects of Lifting Containment Measures on Cash Demand and Use. Staff Discussion Paper (2021-3). Bank of Canada

Cohen, M. A., & Rysman, M. (2013). Payment Choice with Consumer Panel Data. Working Papers 13-6, Federal Reserve Bank of Boston.

Cook, R. (1977). Detection of Influential Observation in Linear Regression. Technometrics, 19, 15-18. doi:10.2307/1268249

De’, R., Pandey, N., & Pal, A. (2020). Impact of Digital Surge during Covid-19 Pandemic: A Viewpoint on Research and Practice. International Journal of Information Management, 55, 102171.

Fox, J., & Monette, G. (1992). Generalized Collinearity Diagnostics. Journal of the American Statistical Association, 87, 178-183. doi:10.2307/2290467

Fujiki, H., & Nakashima, K. (2019). Cash Usage Trends in Japan: Evidence Using Aggregate and Household Survey Data. TCER Working Paper Series, E-131, 1-42. https://doi.org/10.2139/ssrn.3351429

Gelb, A., & Mukherjee, A. (2020). Digital Technology in Social Assistance Transfers for COVID-19 Relief: Lessons from Selected Cases. CGD Policy Paper, 181.

Gentilini, U., Almenfi, M., Orton, I., & Dale, P. (2020). Social Protection and Jobs Responses to COVID-19. World Bank.

Greene, C., O’Brien, S., & Schuh, S. D. (2017). US Consumer Cash Use, 2012 and 2015: An Introduction to the Diary of Consumer Payment Choice. Research Data Reports Paper, 17-6.

Iazzolino, G. (2018). Digitising Social Protection Payments: Progress and Prospects for Financial Inclusion (No. 57). Bath Papers in International Development and Wellbeing.

Ivatury, G., & Mas, I. (2008). The Early Experience with Branchless Banking. CGAP Focus Note, 46.

Jonker, N., van der Cruijsen, C., Bijlsma, M., & Bolt, W. (2020). Pandemic Payment Patterns. DNB Working Paper No. 701

Kaur, S. J., Ali, L., Hassan, M. K., & Al-Emran, M. (2021). Adoption of Digital Banking Channels in an Emerging Economy: Exploring the Role of in-branch Efforts. Journal of Financial Services Marketing, 26, 107-121.

Klapper, L., & Singer, D. (2014). The Opportunities of Digitizing Payments.

Klapper, L., & Singer, D. (2017). The Opportunities and Challenges of Digitizing Government- to-person Payments. The World Bank Research Observer, 32, 211-226.

Klee, E. (2008). How People Pay: Evidence from Grocery Store Data. Journal of Monetary Economics, 55, 526-541.

Koulayev, S., Rysman, M., Schuh, S., & Stavins, J. (2012). Explaining Adoption and Use of Payment Instruments by US consumers. Working Papers No. 12-14. Federal Reserve Bank of Boston.

Li, J., Song, Q., Peng, C., & Wu, Y. (2020). COVID-19 Pandemic and Household Liquidity Constraints: Evidence from Micro Data. Emerging Markets Finance and Trade, 56, 3626-3634.

Ling, S., Pei, T., Li, Z., & Zhang, Z. (2021). Impact of COVID-19 on Financial Constraints and the Moderating Effect of Financial Technology. Emerging Markets Finance and Trade, 57, 1675-1688.

Liu, T., Pan, B., & Yin, Z. (2020). Pandemic, Mobile Payment, and Household Consumption: Micro-evidence from China. Emerging Markets Finance and Trade, 56, 2378-2389.

Mester, L. J. (2012). Changes in the Use of Electronic Means of Payment: 1995-2010. Federal Reserve Bank of Philadelphia Business Review Q, 3, 25-36.

Narayan, P. K. (2020). Did Bubble Activity Intensify during COVID-19? Asian Economics Letters, 1, 17654.

Ozili, P. K. (2018). Impact of Digital Finance on Financial Inclusion and Stability. Borsa Istanbul Review, 18, 329-340.

Sahay, M. R., von Allmen, M. U. E., Lahreche, M. A., Khera, P., Ogawa, M. S., Bazarbash, M., & Beaton, M. K. (2020). The Promise of Fintech: Financial Inclusion in the Post COVID-19 Era. International Monetary Fund.

Sha, Y., & Sharma, S. S. (2020). Research on Pandemics Special Issue of the Journal Emerging Markets Finance and Trade. Emerging Markets Finance and Trade, 56, 2133-2137.

Shen, H., Fu, M., Pan, H., Yu, Z., & Chen, Y. (2020). The Impact of the COVID-19 Pandemic on Firm Performance. Emerging Markets Finance and Trade, 56, 2213-2230.

Shree, S., Pratap, B., Saroy, R., & Dhal, S. (2021). Digital Payments and Consumer Experience in India: A Survey based Empirical Study. Journal of Banking and Financial Technology, 1-20.

Stavins, J. (2002). Effect of Consumer Characteristics on the Use of Payment Instruments. New England Economic Review· February.

Suri, T., & Jack, W. (2016). The Long-run Poverty and Gender Impacts of Mobile Money. Science, 354, 1288-1292.

Toh, Y. L., & Tran, T. (2020). How the COVID-19 Pandemic May Reshape the Digital Payments Landscape. Payments System Research Briefing, 1-10.

Wang, Z., & Wolman, A. L. (2016). Payment Choice and Currency Use: Insights from Two Billion Retail Transactions. Journal of Monetary Economics, 84, 94-115.

Williams, R. (2012). Using the Margins Command to Estimate and Interpret Adjusted Predictions and Marginal Effects. The Stata Journal, 12, 308-331.

Wisniewski, T. P., Polasik, M., Kotkowski, R., & Moro, A. (2021). Switching from Cash to Cashless Payments during the COVID-19 Pandemic and Beyond. NBP Working Paper 337, Narodowy Bank Polski

Wyman, O. (2017). Accelerating Financial Inclusion in South-East Asia with Digital Finance. https://dx.doi.org/10.22617/RPT178622-2

Published
2022-03-23
How to Cite
Saroy, R., Awasthy, S., Singh, N., Adki, S., & Dhal, S. (2022). THE IMPACT OF COVID-19 ON DIGITAL PAYMENT HABITS OF INDIAN HOUSEHOLDS. Buletin Ekonomi Moneter Dan Perbankan, 25, 19 - 42. https://doi.org/10.21098/bemp.v25i0.1823