Exploring the dynamics of inflation in India: a comprehensive empirical analysis (1981-2021)
PDF

Keywords

GDP
Lending Interest Rate
Exchange rate
International Oil Price
ARDL

Abstract

This study explores the dynamic relationships among key macroeconomic variables influencing inflation in India from 1981 to 2021. Utilizing a comprehensive empirical approach, the research employs the Autoregressive Distributive Lag (ARDL) model to analyse both short-term and long-term effects of variables such as money supply (M3), GDP growth rate, international oil prices, exchange rates, current account balance, and lending interest rates on inflation. The methodology includes stationarity tests to ensure the robustness of the time series data, followed by cointegration tests to confirm the long-run relationships among the variables. Additionally, the Quantile ARDL model examines these variables’ impact across different inflation distribution quantiles, providing a more nuanced understanding of their effects. The findings highlight significant positive and negative relationships between these variables and inflation, depending on their lag periods. Notably, the results reveal that money supply and international oil prices play critical roles in shaping inflationary trends, with both direct and lagged effects. The study also identifies that GDP growth generally negatively influences inflation, suggesting that higher economic growth may not necessarily lead to inflationary pressures in the Indian context. The mixed effects of exchange rates on inflation further underscore the complexity of managing inflation in a volatile global environment. This research provides valuable insights for policymakers, emphasizing the need for a balanced approach that includes flexible monetary policy, effective exchange rate management, and strategies to reduce dependency on imported goods to mitigate external shocks. These findings offer a comprehensive understanding of the determinants of inflation in India, contributing to formulating evidence-based policies for economic stability and growth.

https://doi.org/10.14746/sr.2024.8.3.02
PDF

References

Acharya, S. (2003). India's economy: Some issues and answers. Academic Foundation.

Acharya, V. V., & Richardson, M. (2009). Causes of the financial crisis. Critical Review, 21(2-3), 195-210. DOI: https://doi.org/10.1080/08913810902952903

Adelman, M. A. (2002). World oil production & prices 1947–2000. The Quarterly Review of Economics and Finance, 42(2), 169-191. DOI: https://doi.org/10.1016/S1062-9769(02)00129-1

Ahluwalia, M. S. (2002). Economic reforms in India since 1991: Has gradualism worked? Journal of Economic Perspectives, 16(3), 67-88. DOI: https://doi.org/10.1257/089533002760278721

Akinbobola, T. O. (2012). The dynamics of money supply, exchange rate and inflation in Nigeria. Journal of Applied Finance and Banking, 2(4), 1-8. Retrieved from http://www.scienpress.com/upload/jafb/vol%202_4_8.pdf

Alam, M. Q. & Alam, M. S. (2016). The determinants of inflation in India: The bounds test analysis. International Journal of Economics and Financial Issues, 6(2), 544-550.

Atkins, F. J. & Coe, P. J. (2002). An ARDL bounds test of the long-run Fisher effect in the United States and Canada. Journal of Macroeconomics, 24(2), 255-266. DOI: https://doi.org/10.1016/S0164-0704(02)00019-8

Baliyan, M. & Rathi, P. (2018). Impact of GST on different sectors of Indian economy. International Journal of Innovative Research and Advanced Studies (IJIRAS), 5(3), 241-243. Retrieved from https://www.ijiras.com/2018/Vol_5-Issue_3/paper_44.pdf

Ball, L., Chari, A., & Mishra, P. (2016). Understanding inflation in India (No. w22948). National Bureau of Economic Research. Retrieved from https://www.nber.org/system/files/working_papers/w22948/w22948.pdf DOI: https://doi.org/10.3386/w22948

Baranowski, M. (2023). Critical theory of the energy transformation: Sociology’s approach. Society Register, 7(4), 7-20. DOI: https://doi.org/10.14746/sr.2023.7.4.01

Barsky, R. B., & Kilian, L. (2004). Oil and the macroeconomy since the 1970s. Journal of Economic Perspectives, 18(4), 115-134. DOI: https://doi.org/10.1257/0895330042632708

Basu, K. (2007). The Oxford companion to economics in India. Oxford: Oxford University Press.

Basu, K. & Maertens, A. (2007). The pattern and causes of economic growth in India. Oxford Review of Economic Policy, 23(2), 143-167. DOI: https://doi.org/10.1093/oxrep/grm012

Bernanke, B. S. (2013). The Federal Reserve and the financial crisis. Princeton: Princeton University Press. Retrieved from https://www.degruyter.com/document/doi/10.1515/9781400847167/html DOI: https://doi.org/10.1515/9781400847167

Berument, H. & Taşçı, H. (2002). Inflationary effect of crude oil prices in Turkey. Physica A: Statistical Mechanics and its Applications, 316(1-4), 568-580. DOI: https://doi.org/10.1016/S0378-4371(02)01025-7

Bhattacharya, B. B. (1974). Demand and supply of money in a developing economy: A structural analysis for India. The Review of Economics and Statistics, 56(4), 502-510. DOI: https://doi.org/10.2307/1924465

Blanchard, O. (1989). Lectures on macroeconomics. Cambridge, MA: MIT Press. Retrieved from https://econpapers.repec.org/bookchap/mtptitles/0262022834.htm

Blanchard, O. J. & Gali, J. (2007). The macroeconomic effects of oil shocks: Why are the 2000s so different from the 1970s?. Retrieved from https://www.nber.org/system/files/working_papers/w13368/w13368.pdf DOI: https://doi.org/10.3386/w13368

Callen, T. & Chang, D. (1999). Modeling and forecasting inflation in India. SSRN Electronic Journal. Retrieved from https://papers.ssrn.com/sol3/papers.cfm?abstract_id=880646 DOI: https://doi.org/10.2139/ssrn.880646

Carstensen, K. (2007). Is core money growth a good and stable inflation predictor in the euro area? (No. 1318). Kiel Working Paper. Retrieved from https://scholar.google.com/scholar?hl=en&as_sdt=0%2C5&q=1.%09Carstensen%2C+K.+%282007%29.+Is+core+money+growth+a+good+and+stable+inflation+predictor+in+the+euro+area%3F+%28No.+1318%29.+Kiel+Working+Paper.&btnG=

Cerra, V., & Saxena, S. C. (2002). What caused the 1991 currency crisis in India? IMF Staff Papers, 49(3), 395–425. https://link.springer.com/article/10.2307/3872503 DOI: https://doi.org/10.2307/3872503

Chandra, P. (2009). Competitiveness of Indian manufacturing: Findings of the third national manufacturing survey. Report submitted to the National Manufacturing Competitiveness Council, Government of India.

Chaudhry, I. S., Qamber, Y., & Farooq, F. (2012). Monetary policy, inflation and economic growth in Pakistan: Exploring the co-integration and causality relationships. Pakistan Journal of Commerce and Social Sciences (PJCSS), 6(2), 332-347. Retrieved from https://www.semanticscholar.org/paper/Monetary-Policy%2C-Inflation-and-Economic-Growth-in-Chaudhry-Qamber/1c96ad72220ba1014755779d9432c56db6b983ca

Chavan, P. & Gambacorta, L. (2019). Bank lending and loan quality: An emerging economy perspective. Empirical Economics, 57(1), 1-29. Retrieved from https://link.springer.com/article/10.1007%2Fs00181-018-1436-5 DOI: https://doi.org/10.1007/s00181-018-1436-5

Christiano, L. J., Eichenbaum, M., & Evans, C. L. (2005). Nominal rigidities and the dynamic effects of a shock to monetary policy. Journal of Political Economy, 113(1), 1-45. DOI: https://doi.org/10.1086/426038

Das, D. K., Erumban, A. A., Aggarwal, S., & Sengupta, S. (2013). Revisiting the service-led growth in India: Understanding India’s service sector productivity growth. In IARIW-UNSW conference on productivity: Measurement, drivers and trends (pp. 26–27). Sydney: University of South Wales, Sydney. Retrieved from http://old.iariw.org/papers/2013/DasPaper.pdf

Dekanić, I. (2011). Geopolitika energije: Uloga energije u suvremenom globaliziranom gospodarstvu [Energy geopolitics: The role of energy in a modernized globalized economy]. Golden marketing-Tehnička knjiga.

Dev, S. M. & Sengupta, R. (2020). Covid-19: Impact on the Indian economy. Indira Gandhi Institute of Development Research, Mumbai, April, 1-43.

Dhar, B. & Rao, K. (2014). India’s current account deficit: Causes and cures. Economic and Political Weekly, 21(1), 41-45. Retrieved from https://www.researchgate.net/publication/292860058_India's_current_account_deficit_causes_and_cures

Dinh, D. V. (2020). Impulse response of inflation to economic growth dynamics: VAR model analysis. The Journal of Asian Finance, Economics and Business, 7(9), 219-228. DOI: https://doi.org/10.13106/jafeb.2020.vol7.no9.219

Domaç, I. & Elbirt, C. (1998). The main determinants of inflation in Albania (No. 1930). World Bank Publications. Retrieved from https://scholar.google.com/scholar?hl=en&as_sdt=0%2C5&q=Doma%C3%A7%2C+I.%2C+%26+Elbirt%2C+C.+%281998%29.+The+main+determinants+of+inflation+in+Albania+%28No.+1930%29.+World+Bank+Publications.&btnG=

Dornbusch, R. (1976). Expectations and exchange rate dynamics. Journal of Political Economy, 84(6), 1161-1176. DOI: https://doi.org/10.1086/260506

Dua, P. & Goel, D. (2021). Determinants of inflation in India. The Journal of Developing Areas, 55(2), 21-37. DOI: https://doi.org/10.1353/jda.2021.0040

Fan, Y. & Xu, J.-H. (2011). What has driven oil prices since 2000? A structural change perspective. Energy Economics, 33(5), 1082-1094. DOI: https://doi.org/10.1016/j.eneco.2011.05.017

Fayaz, M. & Sandeep, K. B. (2016). Trends, patterns and determinants of Indian current account deficit. Applied Econometrics and International Development, 16(1), 168-186. Retrieved from https://www.usc.es/economet/reviews/aeid16113.pdf

Fayaz, M., & Kaur, S. B. (2016). Trends, patterns and determinants of Indian current account deficit. Applied Econometrics and International Development, 16(1), 167-186.

Fischer, S. (1993). The role of macroeconomic factors in growth. Journal of Monetary Economics, 32(3), 485-512. DOI: https://doi.org/10.1016/0304-3932(93)90027-D

Friedman, M. (1995). The role of monetary policy. In S. Estrin & A. Marin (Eds.), Essential Readings in Economics (pp. 215–231). London: Macmillan Education. Retrieved from https://doi.org/10.1007/978-1-349-24002-9_11 DOI: https://doi.org/10.1007/978-1-349-24002-9_11

Friedman, M. (1994). Money mischief: Episodes in monetary history. San Diego, New York, London: Harcourt Brace & Company.

Ganesan, G. & Gajendranayagam, B. (2017). Impact of demonetization on Indian economy. International Journal of Applied Research, 3(9), 433-436.

Goel, S. (2014). An empirical analysis of the relationship between capital flows and the real exchange rate in India. International Journal of Applied Management and Technology, 13(1), 1-16. Retrieved from https://scholarworks.waldenu.edu/ijamt/vol13/iss1/5/

Gong, X. L., Chen, Q., Wei, Y. D., & Du, Y. (2021). The dynamic effects of international oil price shocks on economic fluctuation. Resources Policy, 74, 102304. DOI: https://doi.org/10.1016/j.resourpol.2021.102304

Government of India. (2023). Review of policy on import of crude oil. Retrieved from https://sansad.in/getFile/lsscommittee/Petroleum%20&%20Natural%20Gas/17_Petroleum_And_Natural_Gas_23.pdf?source=loksabhadocs

Gujarati, D. N. (2021). Essentials of econometrics (5th ed.). London: Sage Publications. Retrieved from https://www.google.co.in/books/edition/Essentials_of_Econometrics/2CI_EAAAQBAJ?hl=en&gbpv=1&dq=Gujarati,+D.+N.+(2021).+Essentials+of+econometrics.+Sage+Publications.&pg=PA9&printsec=frontcover

Gujarati, D. N. & Porter, D. C. (2009). Basic econometrics (5th ed.). Boston: McGraw-Hill Irwin. Retrieved from https://thuvienso.hoasen.edu.vn/handle/123456789/8914

Hotten, R. (2022). Ukraine conflict: What is SWIFT and why is banning Russia so significant? BBC News. Retrieved from https://www.bbc.com/news/business-60521822

Jacks, D. S. & Stürmer, M. (2016). What drives commodity price booms and busts? Research Department Working Paper No. 1614, Federal Reserve Bank of Dallas. Dallas, TX. DOI: https://doi.org/10.24149/wp1614

Jayachandran, G. (2013). Impact of exchange rate on trade and GDP for India: A study of last four decades. International Journal of Marketing, Financial Services & Management Research, 2(9), 154-170.

Jiménez-Rodríguez, R. & Sánchez, M. (2005). Oil price shocks and real GDP growth: Empirical evidence for some OECD countries. Applied Economics, 37(2), 201-228. DOI: https://doi.org/10.1080/0003684042000281561

Joshi, V. & Little, I. M. D. (1996). India's economic reforms, 1991-2001. Oxford: Oxford University Press. DOI: https://doi.org/10.1093/0198290780.001.0001

Kraev, E. (2005). Estimating GDP Effects of Trade Liberalization on Developing Countries. London Christian Aid.

Khan, M. S. & Knight, M. D. (1983). Determinants of current account balances of non-oil developing countries in the 1970s: An empirical analysis. Staff Papers-International Monetary Fund, 30(4), 819-842. DOI: https://doi.org/10.2307/3866787

Khumalo, L. C., Mutambara, E., & Assensoh-Kodua, A. (2017). Relationship between inflation and interest rates in Swaziland revisited. Banks and Bank Systems, 12(4), 218-226. DOI: https://doi.org/10.21511/bbs.12(4-1).2017.10

Koenker, R. & Bassett Jr, G. (1978). Regression quantiles. Econometrica, 46(1), 33-50. DOI: https://doi.org/10.2307/1913643

Kubendran, N. (2010). External sector liberalization and its impacts on current account balance of India. Asian Journal of Management Research, 3(1), 199-211. Retrieved from https://www.researchgate.net/profile/Samapti-Guha/publication/259654838_Remittances_and_Microfinance_in_India_Opportunities_and_Challenges_for_Development_Finance/links/58d4a41992851c44d44169c3/Remittances-and-Microfinance-in-India-Opportunities-and-Challenges-for-Development-Finance.pdf#page=203

Kumar, A. (2017). Economic consequences of demonetisation: Money supply and economic structure. Economic and Political Weekly, 52(9), 14-17. Retrieved from https://www.jstor.org/stable/44166081

Kumar, M. R. (2019). Impact of Goods and Services Tax on Indian economy. International Journal for Research in Applied Science & Engineering Technology (IJRASET), 7(3), np. DOI: https://doi.org/10.22214/ijraset.2019.6423

Kishor, N. K. (2012). Modeling inflation in India: The role of money. The Singapore Economic Review, 57(04), 1250028. DOI: https://doi.org/10.1142/S0217590812500282

Lal, M., Kumar, S., Pandey, D. K., Rai, V. K., & Lim, W. M. (2023). Exchange rate volatility and international trade. Journal of Business Research, 167, 114156. DOI: https://doi.org/10.1016/j.jbusres.2023.114156

Ledenko, M., et al. (2018). Analysis of oil reserves, production, and oil price trends in 1995, 2005, and 2015. The Mining-Geology-Petroleum Engineering Bulletin, 33(1), 105-116. Retrieved from https://hrcak.srce.hr/ojs/index.php/rgn/article/view/7146/4678 DOI: https://doi.org/10.17794/rgn.2018.4.10

Lippi, F. & Nobili, A. (2012). Oil and the macroeconomy: A quantitative structural analysis. Journal of the European Economic Association, 10(5), 1059-1083. DOI: https://doi.org/10.1111/j.1542-4774.2012.01079.x

Lucas, R. E. (1980). Two illustrations of the quantity theory of money. The American Economic Review, 70(5), 1005-1014.

Madesha, W., Chidoko, C., & Zivanomoyo, J. (2013). Empirical test of the relationship between exchange rate and inflation in Zimbabwe. Journal of Economics and Sustainable Development, 4(1), 52-58.

Malik, S., Abbas, A., Shabbir, M. S., & Ramos-Meza, C. S. (2023). Business cycle fluctuations, foreign direct investment, and real effective exchange rate nexus among Asian countries. Journal of the Knowledge Economy, 14(1), 1-14. DOI: https://doi.org/10.1007/s13132-023-01316-7

Mallya, P. D. (2011). Can global food inflation be blamed for food inflation in India?. International Journal of Global Business, 4(2), 1-14. Retrieved from https://www.damodarcollege.edu.in/web/wp-content/uploads/2017/04/ijgb-v4n2-pages-1-to-14.pdf

McKinnon, R. I. (1988). Monetary and exchange rate policies for international financial stability: A proposal. Journal of Economic Perspectives, 2(1), 83-103. DOI: https://doi.org/10.1257/jep.2.1.83

Ministry of Finance, Government of India. (2005). Economic Survey 2003-04. Retrieved from https://www.indiabudget.gov.in/budget_archive/es2003-04/esmain.htm

Ministry of Finance, Government of India. (2008). Economic Survey 2007-08. Retrieved from https://www.indiabudget.gov.in/budget_archive/es2007-08/esmain.htm

Mishkin, F. S. (2007). The economics of money, banking, and financial markets. London: Pearson Education.

Mohan, R. (2008). Economic growth, financial deepening and financial inclusion. In Dynamics of Indian banking: Views and vistas (p. 92). Retrieved from https://www.google.co.in/books/edition/Dynamics_of_Indian_Banking/zbXfRqODnzUC

Mohanty, D., & John, J. (2015). Determinants of inflation in India. Journal of Asian Economics, 36, 86-96. DOI: https://doi.org/10.1016/j.asieco.2014.08.002

Mohanty, M. S. & Klau, M. (2001). What determines inflation in emerging market economies?. BIS Papers, 8, 1-38. Retrieved from https://www.bis.org/publ/bppdf/bispap08.pdf

Mork, K. A., Olsen, Y., & Mysen, H. T. (1994). Macroeconomic responses to oil price increases and decreases in seven OECD countries. The Energy Journal, 15(4), 19-35. DOI: https://doi.org/10.5547/ISSN0195-6574-EJ-Vol15-No4-2

Nesteruk, I. (2022). Impact of the Russian invasion of Ukraine on the COVID-19 pandemic dynamics. MedRxiv, March 30. DOI: https://doi.org/10.1101/2022.03.26.22272979

Odhiambo, N. M. (2009). Energy consumption and economic growth nexus in Tanzania: An ARDL bounds testing approach. Energy Policy, 37(2), 617-622. DOI: https://doi.org/10.1016/j.enpol.2008.09.077

Ogero, T. M. (2021). Relationship between lending interest rate, inflation rate and capital formation in Kenya. International Journal of Business, Technology and Organizational Behavior, 1(5), 339-347. DOI: https://doi.org/10.52218/ijbtob.v1i5.129

Osorio, C. & Unsal, D. F. (2013). Inflation dynamics in Asia: Causes, changes, and spillovers from China. Journal of Asian Economics, 24, 26-40. DOI: https://doi.org/10.1016/j.asieco.2012.10.007

Ozturk, I. (2006). Exchange rate volatility and trade: A literature survey. International Journal of Applied Econometrics and Quantitative Studies, 3(1), np. Retrieved from https://papers.ssrn.com/sol3/papers.cfm?abstract_id=1127299

Panagariya, A. (2005). India in the 1980s and the 1990s: A triumph of reforms. In India’s and China’s recent experience with reform and growth (pp. 170-200). London: Palgrave Macmillan. DOI: https://doi.org/10.2139/ssrn.878866

Panagariya, A. (2010). India: The emerging giant. Oxford: Oxford University Press. Retrieved from https://www.google.co.in/books/edition/India/QDqppvb19TsC?hl=en&gbpv=1

Pandit, B. L. & Pandit, B. L. (2015). Monetary policy and credit demand during the crisis. In B. L. Pandit (Ed.), The global financial crisis and the Indian economy (pp. 75-90). New Delhi: Springer. DOI: https://doi.org/10.1007/978-81-322-2395-5_6

Patnaik, A. (2010). Study of inflation in India: A cointegrated vector autoregression approach. Journal of Quantitative Economics, 8(1), 118-129. Retrieved from https://citeseerx.ist.psu.edu/document?repid=rep1&type=pdf&doi=12eacc146ed646d070f63040591a22bfa1c6adab

Patra, M. D. & Kapur, M. (2010). A monetary policy model without money for India. International Monetary Fund. Retrieved from https://www.google.co.in/books/edition/A_Monetary_Policy_Model_Without_Money_fo/3JQYEAAAQBAJ?hl=en&gbpv=1&dq=Patra,+M.+D.,+%26+Kapur,+M.+ DOI: https://doi.org/10.2139/ssrn.1669864

(2010).+A+monetary+policy+model+without+money+for+India.+International+Monetary+Fund.&pg=PA3&printsec=frontcover

Pattnaik, R. K. & Samantaraya, A. (2006). Indian experience of inflation: A review of the evolving process. Economic and Political Weekly, 41(4), 349-357. Retrieved from https://www.jstor.org/stable/4417737?casa_token=gKndJWqqtuwAAAAA%3Al-cyR-lgUc9QvNQ-NadizDOZHbE1i7VNJCIBF67Hmv7bkvjft4YBzpuVmbLflxzKZKEyiiuAEtLYIO2UeA1d9WPK4V09j9s3808-Te_2cnfEuP2UC2ly

Prabheesh, K. P. & Kumar, S. (2023). How do the financial markets respond to India’s asset purchase program? Evidence from the COVID-19 crisis. Emerging Markets Finance and Trade, 59(5), 1591-1606. DOI: https://doi.org/10.1080/1540496X.2022.2148463

Prasanna, V. S. & Gopakumar, K. (2012). Inflation and economic growth in India – An empirical analysis. Working Paper. Retrieved from https://scholar.google.com/scholar?lookup=0&q=Prasanna,+V.+S.,+%26+Gopakumar,+K.+(2012).+Inflation+and+economic+growth+in+India%E2%80%93An+empirical+analysis.+Working+paper.+source!&hl=en&as_sdt=0,5

Press Information Bureau. (2021). A strong V-shaped recovery of economic activity confirmed in the IIP data. Ministry of Finance, Government of India. Retrieved from https://pib.gov.in/Pressreleaseshare.aspx?PRID=1693186

Rafee, B. M. & Hidhayathulla, A. (2015). Relationship between international crude oil price and the inflation rate (CPI) in India from 2011 to 2014. International Journal of Advanced Research, 3, 242-250.

Rangarajan, C. (1999). Indian economy: Essays on money and finance. New Delhi: UBS Publishers’ Distributors.

Rasche, R. H. & Tatom, J. A. (1977). Energy resources and potential GNP. Federal Reserve Bank of St. Louis, June. 10-24. DOI: https://doi.org/10.20955/r.59.10-24.hvj

Reserve Bank of India. (2010). Annual Report 2009-10. Retrieved from https://rbi.org.in/scripts/AnnualReportPublications.aspx?Id=20

Reserve Bank of India. (2021). Annual Report 2020-21. Retrieved from https://rbidocs.rbi.org.in/rdocs/AnnualReport/PDFs/0RBIAR202021_F49F9833694E84C16AAD01BE48F53F6A2.PDF

Rossi, B. (2013). Exchange rate predictability. Journal of Economic Literature, 51(4), 1063-1119. DOI: https://doi.org/10.1257/jel.51.4.1063

Sahoo, M., Babu, M. S., & Dash, U. (2016). Long Run Sustainability Of Current Account Balance Of China And India: New Evidence From Combined Cointegration Test. Intellectual Economics, 10, 78-91. DOI: https://doi.org/10.1016/j.intele.2017.02.002

Sarel, M. (1996). Nonlinear effects of inflation on economic growth. Staff Papers, 43(1), 199-215. DOI: https://doi.org/10.2307/3867357

Sarkar, A. (2006). Structural stability of India’s export demand function – An empirical analysis. Foreign Trade Review, 41(3), 52-67. DOI: https://doi.org/10.1177/0015732515060303

Sarkar, R. J. & Karmakar, M. (2021). Impact of demonetization on the Indian economy. Economy Polity Environment: An International Peer-reviewed Journal of Social Studies, 3(1), 36-43.

Setaiesh, S., Hanifi, F., & Zomorodian, G. R. (2019). Study of the Relationship between Inflation Rate and Bank Interest Rate in the Iranian Economy. International Journal of Finance & Managerial Accounting, 4(15), 133-144.

Singh, A. & Sanjeev, R. (2016). Need for re-skill training towards the Make in India initiative. Independent Journal of Management & Production, 7(4), 1115-1125. Retrieved from https://www.redalyc.org/pdf/4495/449549377007.pdf DOI: https://doi.org/10.14807/ijmp.v7i4.469

Somalkar, P. (2006). Impact of globalization on Indian economy. ABHINAV National Monthly Refereed Journal of Research in Arts and Education, 1(8), 5-11.

Srinivasan, T. N. (2000). Eight lectures on India's economic reforms. Oxford: Oxford University Press. Retrieved from https://www.google.co.in/books/edition/Eight_Lectures_on_India_s_Economic_Refor/YCwpDwAAQBAJ?hl=en&gbpv=1&dq=Srinivasan,+T.+N.+(2000).+Eight+lectures+on+India%27s+economic+reforms.+Oxford+University+Press.&pg=PT6&printsec=frontcover DOI: https://doi.org/10.1093/acprof:oso/9780195652826.001.0001

Stocker, M., Baffes, J., Some, Y. M., Vorisek, D. L., & Wheeler, C. M. (2018). The 2014-16 oil price collapse in retrospect: sources and implications. World Bank Policy Research Working Paper, 8419, 1-33. DOI: https://doi.org/10.1596/1813-9450-8419

Strano, A. (2009). How and how much can the money supply affect the inflation rate? Journal of Economic Literature, 1-15. Retrieved from https://dam.ukdataservice.ac.uk/media/263125/strano-paper.pdf

Subbarao, D. (2009). Impact of the global financial crisis on India: Collateral damage and response. BIS Review, 20, 1870.

Taylor, J. B. (1993). Discretion versus policy rules in practice. In Carnegie-Rochester Conference Series on Public Policy, 39, 195-214. North-Holland. DOI: https://doi.org/10.1016/0167-2231(93)90009-L

The Reserve Bank of India. (2009). Report on currency and finance 2008-09. Reserve Bank of India. Retrieved from https://www.rbi.org.in/Scripts/AnnualPublications.aspx?

Tiwari, A. K. & Shahbaz, M. (2013). Modelling the relationship between wholesale price and consumer price indices: Cointegration and causality analysis for India. Global Business Review, 14(3), 397-411. DOI: https://doi.org/10.1177/0972150913496784

Today in Energy, U.S. Energy Information Administration. (2022). Retrieved from https://www.eia.gov/todayinenergy/detail.php?id=50738

Uddin, S., Chowdhury, N. M., & Hossain, M. A. (2014). Determinants of inflation in Bangladesh: An econometric investigation. Journal of World Economic Research, 3(6), 83-94.

Waingade, R. A. (2011). Money supply and inflation: A historical analysis. IUP Journal of Monetary Economics, 9(1), 22.

West African Monetary Agency. (2009). Money supply growth and macroeconomic convergence in ECOWAS. Freetown: West African Monetary Agency. Retrieved from https://amao-wama.org/wp-content/uploads/2018/05/Money-Supply-Growth.pdf

Wooldridge, J. M., Wadud, M., & Lye, J. (2016). Introductory econometrics: Asia Pacific edition with online study tools 12 months. South Melbourne: Cengage AU.

World Bank. (2022). The economic impacts of the COVID-19 crisis. Retrieved from https://www.worldbank.org/en/publication/wdr2022/brief/chapter-1-introduction-the-economic-impacts-of-the-covid-19-crisis

Yilanci, V. & Pata, U. K. (2023). COVID-19, stock prices, exchange rates and sovereign bonds: A wavelet-based analysis for Brazil and India. International Journal of Emerging Markets, 18(11), 4968-4986. DOI: https://doi.org/10.1108/IJOEM-09-2021-1465

Yang, Y., Liu, Z., Saydaliev, H. B., & Iqbal, S. (2022). Economic impact of crude oil supply disruption on social welfare losses and strategic petroleum reserves. Resources Policy, 77, 102689. DOI: https://doi.org/10.1016/j.resourpol.2022.102689