Stock returns-inflation nexus in Indonesia: Evidence from conventional and Islamic stocks
Objective: The objective of the article is to empirically explore the effects of actual, expected, and unexpected inflation on conventional and Islamic stock markets in Indonesia.
Research Design & Methods: In the first stage, an auto-regressive integrated moving average (ARIMA) model is utilized to measure expected and unexpected inflations. In the second stage, a dynamic ordinary least squares (DOLS) estimator is used to explore the stock return-inflation nexus over the period from 1999 to 2019.
Findings: The study documented that Islamic stock returns are independent of inflation following the Fisher hypothesis. Meanwhile, a negative relationship between stock returns and inflation is found in the conventional stock market. However, the Fama proxy hypothesis was incapable of describing the negative conventional stock returns-inflation relation in its entirety. However, our findings support the Mundell-Tobin hypothesis.
Implications & Recommendations: Our findings imply that the Islamic stock market of Indonesia provides a full hedge against actual, while the conventional stock market does not.
Contribution & Value Added: This study is the first attempt in the Islamic finance literature to comparatively explore the effects of inflation, expected, and unexpected inflation on conventional and Islamic stock markets from the perspective of the emerging Indonesian economy.
Fisher hypothesis; Fama proxy hypothesis; Islamic stock; hedge
Akaike, H. (1979). A Bayesian extension of the minimum AIC procedure of autoregressive model fitting. Bio-metrika, 66(2), 237-242. https://doi.org/10.1093/biomet/66.2.237
Aktürk, H. (2016). Do stock returns provide a good hedge against inflation? An empirical assessment using Turkish data during periods of structural change. International Review of Economics & Finance, 45, 230-246. https://doi.org/10.1016/j.iref.2016.06.002
Alagidede, P., & Panagiotidis, T. (2012). Stock returns and inflation: Evidence from quantile regressions. Economics Letters, 117(1), 283-286. https://doi.org/10.1016/ j.econlet.2012.04.043
Antonakakis, N., Gupta, R., & Tiwari, A.K. (2017). Has the correlation of inflation and stock prices changed in the United States over the last two centuries?. Research in International Business and Finance, 42, 1-8. https://doi.org/10.1016/j.ribaf.2017.04.005
Bloomberg Database. (2020). Daily Stock Price Indices. Asia Pacific: Bloomberg database.
Brandt, M.W., & Wang, K.Q. (2003). Time-varying risk aversion and unexpected inflation. Journal of Monetary Economics, 50(7), 1457-1498. https://doi.org/10.1016/ j.jmoneco.2003.08.001
Bulmash, S.B. (1991). Stock prices, inflation, and money supply: A re-examination. In S-N. Chen & C-F. Lee (Eds.), Advances in investments analysis and portfolio management. London, England: JAI Press.
Central Bureau of Statistics of the Republic of Indonesia. (1999-2020). Quarterly Statistical Bulletin. Jakarta: Badan Pusat Statistik.
Chang, W.Y., Hsieh, Y.N., & Lai, C.C. (2000). Social status, inflation, and endogenous growth in a cash-in-advance economy. European Journal of Political Economy, 16(3), 535-545. https://doi.org/10.1016/S0176-2680(00)00011-2
Chatrath, A., Ramchander, S., & Song, F. (1997). Stock prices, inflation and output: evidence from India. Applied Financial Economics, 7(4), 439-445. https://doi.org/10.1080/096031097333556
Durai, S.R.S., & Bhaduri, S.N. (2009). Stock prices, inflation and output: Evidence from wavelet analysis. Eco-nomic Modelling, 26(5), 1089-1092. https://doi.org/10.1016/j.econmod.2009.04. 005
Fama, E.F. (1981). Stock returns, real activity, inflation, and money. The American Economic Review, 71(4), 545-565.
Fama, E.F. (1983). Stock returns, real activity, inflation, and money: Reply. American Economic Review, 73(3), 471-472.
Feldstein, M. (1982). Inflation and the stock market: reply. The American Economic Review, 72(1), 243-246.
Fisher, I. (1930). The Theory of Interest. New York: Macmillan.
Floros, C. (2004). Stock returns and inflation in Greece. Applied Econometrics and International Development, 4(2), 55-68.
Gallagher, L.A., & Taylor, M.P. (2002). The stock return-inflation puzzle revisited. Economics Letters, 75(2), 147-156. https://doi.org/10.1016/S0165-1765(01)00613-9
Gujarati, D.N. (2009). Basic econometrics. New York: McGraw-Hill.
Haniff, N.M., & Masih, A.M.M. (2018). Do Islamic stock returns hedge against inflation? A wavelet approach. Emerging Markets Finance and Trade, 54(10), 2348-2366. https://doi:10.1080/1540496x.2017.1363035
Hess, P.J., & Lee, B.S. (1999). Stock returns and inflation with supply and demand disturbances. The Review of Financial Studies, 12(5), 1203-1218. https://doi.org/10. 1093/rfs/12.5.1203
Jana, S. (2013). Applicability of Fisher hypothesis on pre & post reforms era of Indian capital market. Inter-national Journal Management, 2(2), 1-11.
Kaul, G. (1987). Stock returns and inflation: The role of the monetary sector. Journal of Financial Economics, 18(2), 253-276. https://doi.org/10.1016/0304-405X(87)90041-9
Kaul, G. (1990). Monetary regimes and the relation between stock returns and inflationary expectations. Journal of Financial and Quantitative Analysis, 25(3), 307-321. https://doi.org/10. 2307/2330698
Kim, J.R. (2003). The stock return-inflation puzzle and the asymmetric causality in stock returns, inflation and real activity. Economics Letters, 80(2), 155-160. https://doi.org/10.1016/S0165-1765(03)00059-4
Kryzanowski, L., & Rahman, A.H. (2009). Generalized Fama proxy hypothesis: Impact of shocks on Phillips curve and relation of stock returns with inflation. Economics Letters, 103(3), 135-137. https://doi.org/10.1016/j.econlet.2009.03.001
Lee, B.S. (2010). Stock returns and inflation revisited: An evaluation of the inflation illusion hypothesis. Journal of Banking & Finance, 34(6), 1257-1273. https://doi.org/10.1016/j.jbankfin. 2009.11.023
Li, L., Narayan, P.K., & Zheng, X. (2010). An analysis of inflation and stock returns for the UK. Journal of Inter-national Financial Markets, Institutions and Money, 20(5), 519-532. https://doi.org/10.1016/j.intfin.2010.07.002
Majid, M.S.A. (2006). Does the Indonesian stock market provide a good hedge against inflation? Evidence from the pre-1997 financial turmoil. Journal of Economic Cooperation, 27(2), 71-100.
Majid, M.S.A. (2016). Dynamic interactions between the Islamic stock prices and macroeconomic variables: evidence from Malaysia. DLSU Business & Economics Review, 26(1), 92-100.
Majid, M.S.A., & Mahrizal. (2007). Does financial development cause economic growth in the ASEAN-4 coun-tries? Savings and Development, 16(4), 369-398.
Majid, M.S.A., & Kassim, S.H. (2015). Assessing the contribution of Islamic finance to economic growth: Em-pirical evidence from Malaysia. Journal of Islamic Accounting and Business Research, 6(2), 292-310. https://doi.org/10.1108/JIABR-07-2012-0050
Mestel, R., & Gurgul, H. (2003). ARIMA modeling of event induced stock price reactions in Austria. Central European Journal of Operations Research, 11(4), 317-333.
Modigliani, F., & Cohn, R.A. (1979). Inflation, rational valuation and the market. Financial Analysts Journal, 35(2), 24-44.
Modigliani, F., & Cohn, R.A. (1982). Inflation, rational valuation, and the market. In G-P. Szego & M. Sarnat (Eds.), Saving, investment, and capital markets in an inflationary economy. The USA: Ballinger Publishing Company.
Mundell, R. (1963). Inflation and real interest. Journal of Political Economy, 71(3), 280-283.
Pai, P.F., & Lin, C.S. (2005). A hybrid ARIMA and support vector machines model in stock price forecasting. Omega, 33(6), 497-505. https://doi.org/10.1016/j.omega. 2004.07.024
Phillips, A.W. (1958). The relation between unemployment and the rate of change of money wage rates in the United Kingdom, 1861-1957. Economica, 25(100), 283-299.
Qizam, I. (2020). Do sukuk ratings non-contingently affect stock returns? Evidence from Indonesia and Ma-laysia. Entrepreneurial Business and Economics Review, 9(1), 137-153. https://doi.org/10.15678/EBER.2021.090109
Ram, R., & Spencer, D.E. (1983). Stock returns, real activity, inflation, and money: comment. The American Economic Review, 73(3), 463-470.
Tiwari, A.K., Dar, A.B., Bhanja, N., Arouri, M., & Teulon, F. (2015). Stock returns and inflation in Pakistan. Economic Modelling, 47, 23-31. https://doi.org/10.1016/j.econmod. 2014.12.043
Tobin, J. (1965). Money and economic growth. Econometrica: Journal of the Econometric Society, 671-684.
Wahlroos, B., & Berglund, T. (1986). Stock returns, inflationary expectations and real activity: New evidence. Journal of Banking & Finance, 10(3), 377-389. https://doi.org/10.1016/S0378-4266(86)80027-9
Yusof, R.M., & Majid, M.S.A. (2008). Towards an Islamic international financial hub: The role of Islamic capi-tal market in Malaysia. International Journal of Islamic and Middle Eastern Finance and Management, 1(4), 313-329. https://doi.org/10.1108/17538390810919628
Zhao, L. (2017). Stock returns under hyperinflation: Evidence from China 1945-48. China Economic Review, 45, 155-167. https://doi.org/10
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