Measures of Inflation in India
DOI:
https://doi.org/10.18311/jbt/2018/21171Keywords:
CPI Inflation, Granger Causality, Impulse Response Function, Inflation, WPI Inflation, FEVD, VECMAbstract
This paper brings out the salient features of different measures of inflation in India. Before adopting the flexible inflation targeting framework, RBI focused on using Wholesale Price Index (WPI) as the measure of headline inflation. Consumer Price Index for Industrial Workers (CPI-IW) was the widely used measure of CPI inflation. International practice however, suggests the use of CPI as the measure of headline inflation. There are also limitations of using WPI as a measure of inflation. Hence, Central Statistics Office (CSO), launched a new measure of CPI, known as CPI-Combined which incorporates all Indian rural and urban households. Stylized facts used in the paper show that inflation dynamics in India is characterised by a divergence between CPI-IW and WPI indices. Against this backdrop, the paper examines Granger Causality between the two indices in a Vector Auto Regressive framework. Results of the study indicate that there is bidirectional causality between the two indices which does not get affected even during the period of global financial crisis, when the divergence between the two indices was observed for the longest duration.Downloads
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All the articles published in JBT are distributed under a creative commons license. The journal allows the author(s) to hold the copyright of their work (all usages allowed except for commercial purpose).Accepted 2018-05-31
Published 2018-08-02
References
Akcay S. The causal relationship between producer price index and consumer price index: Empirical evidence from selected European countries. International Journal of Economics and Finance. 2011; 3(6):227. https://doi.org/10.5539/ijef.v3n6p227
Clark TE. Do producer prices lead consumer prices? Economic Review-Federal Reserve Bank of Kansas City. 1995; 80(3):25.
Cushing MJ, McGarvey MG. Feedback between wholesale and consumer price inflation: A re-examination of the evidence. Southern Economic Journal. 1990; 1059–72. https://doi.org/10.2307/1059891
Das P, George AT. Comparison of consumer and wholesale prices indices in India: An analysis of properties and sources of divergence. eSocialSciences; 2017.
Dickey DA, Fuller WA. Distribution of the estimators for autoregressive time series with a unit root. Journal of the American Statistical Association. 1979; 74(366a):427–31. https://doi.org/10.1080/01621459.1979.10482531
Dickey DA, Fuller WA. Likelihood ratio statistics for autoregressive time series with a unit root. Econometrica: Journal of the Econometric Society. 1981; 1057–72. https://doi.org/10.2307/1912517
Dua P, Sen P. Capital flows and exchange rates: The Indian experience. Indian Economic Review. 2013; 189–219.
Elliot BE, Rothenberg TJ, Stock JH. Efficient tests of the unit root hypothesis. Econometrica. 1996; 64(8):13–36.
Engle RF, Granger CW. Co-integration and error correction: Representation, estimation, and testing. Econometrica: Journal of the Econometric Society. 1987; 251–76. https:// doi.org/10.2307/1913236
Ghazali MF, Yee OA, Muhammad MZ. Do producer prices cause consumer prices? Some empirical evidence. International Journal of Business and Management. 2009; 3(11):78. https://doi.org/10.5539/ijbm.v3n11p78
Goyal A, Tripathi S. Extracting information on inflation from consumer and wholesale prices and the NKE aggregate supply curve. Indira Gandhi Institute of Development Research (IGIDR); 2010.
Government of India. Consumer price index, changes in revised series (Base Year 2012=100). Ministry of Statistics and Program Implementation, Central Statistics Office, National Accounts Division, Prices and Cost of Living Unit; 2015.
Government of India. Manual on wholesale Price Index (Base: 2011-12=100). Office of the Economic Advisor, Department of Industrial Policy and Promotion, Ministry of Commerce and Industry, New Delhi; 2017.
Granger CW. Developments in the study of cointegrated economic variables. Oxford Bulletin of Economics and Statistics. 1986; 48(3):213–28. https://doi.org/10.1111/j.1468-0084.1986.mp48003002.x
Granger CW. Some recent development in a concept of causality. Journal of Econometrics. 1988; 39(1-2):199–211. https://doi.org/10.1016/0304-4076%2888%2990045-0
Granger CW, Newbold P. Spurious regressions in econometrics. Journal of Econometrics. 1974; 2(2):111–20. https://doi.org/10.1016/0304-4076%2874%2990034-7
Guthrie RS. The relationship between wholesale and consumer prices. Southern Economic Journal. 1981; 1046– 55. https://doi.org/10.2307/1058161
Johansen S. Determination of cointegration rank in the presence of a linear trend. Oxford Bulletin of Economics and Statistics. 1992; 54(3):383–97. https://doi.org/10.1111/j.1468-0084.1992.tb00008.x
Johansen S, Juselius K. Maximum likelihood estimation and inference on cointegration- with applications to the demand for money. Oxford Bulletin of Economics and statistics. 1990; 52(2):169–210. https://doi.org/10.1111/j.1468-0084.1990.mp52002003.x
Jones JD. Consumer prices, wholesale prices, and causality. Empirical Economics. 1986; 11(1):41–55. https://doi.org/10.1007/BF01978144
Juselius K. Testing structural hypotheses in a multivariate cointegration analysis of the PPP and the UIP for UK. Journal of Econometrics. 1992; 53(1-3):211–44.
https://doi.org/10.1016/0304-4076%2892%2990086-7
Koop G, Pesaran MH, Potter SM. Impulse response analysis in nonlinear multivariate models. Journal of Econometrics. 1996; 74(1):119–47. https://doi.org/10.1016/ 0304-4076 2895 2901753-4
McGarvey MG. US evidence on linear feedback from money growth shocks to relative price changes, 1954 to 1979. The Review of Economics and Statistics. 1985; 675– 80. https://doi.org/10.2307/1924813
Mohanty D. Inflation dynamics in India: issues and concerns. RBI Bulletin; 2010.
Ng S, Perron P. Lag length selection and the construction of unit root tests with good size and power. Econometrica. 2001; 69(6):1519–54. https://doi.org/10.1111/1468-0262.00256
Osterwald"Lenum M. A note with quantiles of the asymptotic distribution of the maximum likelihood cointegration rank test statistics. Oxford Bulletin of Economics and Statistics, 1992; 54(3):461–72. https://doi.org/10.1111/j.1468-0084.1992.tb00013.x
Patnaik I, Shah A, Veronese G. How should inflation be measured in India? Economic and Political Weekly. 2011; 55–64.
Pesaran MH, Shin Y, Smith RJ. Testing for the Existence of a long-run relationship (No. 9622). Faculty of Economics, University of Cambridge; 1996.
Pesaran HH, Shin Y. Generalized impulse response analysis in linear multivariate models. Economics letters. 1998; 58(1):17–29. https:// doi.org/ 10.1016/ S0165-1765 2897 2900214-0
Phillips PC. Time series regression with a unit root. Econometrica: Journal of the Econometric Society. 1987; 277–301. https://doi.org/10.2307/1913237
Phillips PC, Perron P. Testing for a unit root in time series regression. Biometrika. 1988; 75(2):335–46. https://doi.org/10.1093/biomet/75.2.335
Samanta GP, Mitra S. Recent divergence between wholesale and consumer prices in India- A statistical exploration. RBI Occasional Papers. 1998; 19(4).
Shahbaz M, Nasir NM. Producer and consumer prices nexus: ARDL bounds testing approach. International Journal of Marketing Studies. 2009; 1(2):78. https://doi.org/10.5539/ijms.v1n2p78
Shahbaz M, Wahid AN, Haider A. Empirical psychology between wholesale price and consumer price indices: The case of Pakistan. The Singapore Economic Review. 2010; 55(03):537–51. https://doi.org/10.1142/ S0217590810003882
Shunmugam V. Causality links between CPI and WPI-An econometric exploration. Multi Commodity Exchange of India Ltd; 2009. PMid:19821725 PMCid:PMC2832653 36. Subbarao D. Inaugural address: 3rd annual statistics day conference. Reserve Bank of India Bulletin; 2010.
Tiwari AK. Causality between wholesale price and consumer price indices in India: An empirical investigation in the frequency domain. Indian Growth and Development Review. 2012; 5(2):151–72. https://doi.org/10.1108/17538251211268071
Tiwari AK, Shahbaz M. Modelling the relationship between whole sale price and consumer price indices: Cointegration and causality analysis for India. Global Business Review. 2013; 14(3):397–411. https://doi.org/10.1177/0972150913496784
Topuz YV, Yazdifar H, Sahadev S. The relation between the producer and consumer price indices: A two-country study. Journal of Revenue and Pricing Management, 2017; 1–9. https://doi.org/10.1057/s41272-017-0125-x