International Inflation Synchronization and Implications
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This study analyzes global inflation synchronization and derives policy implications for the Korean economy. Unlike previous studies that assume a single global inflation factor, this study investigates if inflation in Korea can be explained further by other global inflation factors. Our principal component analysis provides three principal components for global inflation that are linked to the Korea inflation rate ― the first component is closely related to OECD inflation, and the second and third components reflect China’s inflation. This study empirically demonstrates via in-sample fitting and out-of-sample forecasting that the three principal components of global inflation play a significant role in explaining and predicting Korean inflation in the short-term, while their role is limited in the mid-term. Domestic macroeconomic variables are found to be more important for the mid-term movements of the Korean inflation rate. The empirical results here suggest that the Bank of Korea should focus more on domestic economic conditions than on global inflation when implementing monetary policy because global factors are likely to be already reflected in domestic macro-variables in the mid-term.
Abstract
This study analyzes global inflation synchronization and derives policy implications for the Korean economy. Unlike previous studies that assume a single global inflation factor, this study investigates if inflation in Korea can be explained further by other global inflation factors. Our principal component analysis provides three principal components for global inflation that are linked to the Korea inflation rate ― the first component is closely related to OECD inflation, and the second and third components reflect China’s inflation. This study empirically demonstrates via in-sample fitting and out-of-sample forecasting that the three principal components of global inflation play a significant role in explaining and predicting Korean inflation in the short-term, while their role is limited in the mid-term. Domestic macroeconomic variables are found to be more important for the mid-term movements of the Korean inflation rate. The empirical results here suggest that the Bank of Korea should focus more on domestic economic conditions than on global inflation when implementing monetary policy because global factors are likely to be already reflected in domestic macro-variables in the mid-term.
참고문헌 (28)
- Money Credit Policy Report, "Bank of Korea", ~ (2018)
- Globalisation and inflation: New cross-country evidence on the global determinants of domestic inflation, "Borio, Claudio", BIS, ~, pp.BIS Working Paper No. 227 (2007)
- Cecchetti, Stephen G., "Understanding the evolving inflation process", US Monetary Policy Forum, 8 (2007)
- Christiano, Lawrence J., "Understanding the great recession", American Economic Journal : Macroeconomics, 7(1), pp.110~167 (2015)
- International Inflation Synchronization and the Implications, "Chon, Sora", Korea Development Institute, ~, pp.Policy Study 2018-07 (2018)
- Ciccarelli, Matteo, "Global inflation", The Review of Economics and Statistics, 92(3), pp.524~535 (2010)
- Clark, Todd E., "Approximately normal tests for equal predictive accuracy in nested models", Journal of econometrics, 138(1), pp.291~311 (2007)
- Constâncio, Vítor, "A new phase of the ECB’s monetary policy", Speech at the ECB’s workshop on non-standard monetary policy measures, 6 (2014)
- Contessi, Silvio, "An International Perspective on the Recent Behavior of Inflation", Federal Reserve Bank of St. Louis Review (2014)
- Low inflation and monetary policy in the euro area, "Conti, Antonio Maria", ECB, ~, pp.ECB Working Paper No. 2005 (2017)
- Dinno, Alexis, "Implementing Horn's parallel analysis for principal component analysis and factor analysis", The Stata Journal, 9(2), pp.291~298 (2009)
- Dobriban, Edgar, "Deterministic parallel analysis : an improved method for selecting factors and principal components", Journal of the Royal Statistical Society : Series B(Statistical Methodology), 81(1), pp.163~183 (2019)
- Hall, Robert E., "The long slump", American Economic Review, 101(2), pp.431~469 (2011)
- Horn, John L., "A rationale and test for the number of factors in factor analysis", Psychometrika, 30(2), pp.179~185 (1965)
- Global factors and trend inflation, "Kamber, Güneş", BIS, ~, pp.BIS Working Papers No 688 (2018)
- 김윤영, "혼합주기자료 VAR모형을 이용한 통화정책의 월별 동태효과 분석", 경제학연구, 58(1), pp.87~111 (2010), 한국경제학회
- A Study on the Real-Effect of Monetary Policy, "Lee, Hang-Yong", Korea Development Institute, ~, pp.KDI Policy Research Series (13) (2005)
- Melitz, Marc J., "Market size, trade, and productivity", The review of economic studies, 75(1), pp.295~316 (2008)
- Advanced economy inflation: the role of global factors, "Mikolajun, Irena", European Central Bank, ~ (2016)
- Mumtaz, Haroon, "Evolving international inflation dynamics: world and country-specific factors", Journal of the European Economic Association, 10(4), pp.716~734 (2012)
- O’Connor, Brian P., "SPSS and SAS programs for determining the number of components using parallel analysis and Velicer’s MAP test", Behavior research methods, instruments, &computers, 32(3), pp.396~402 (2000)
- "OECD"[URL]
- Ravn, Morten O., "On adjusting the Hodrick-Prescott filter for the frequency of observations", Review of economics and statistics, 84(2), pp.371~376 (2002)
- Rogoff, Kenneth, "Globalization and global disinflation", Economic Review-Federal Reserve Bank of Kansas City, 88(4), pp.45~80 (2003)
- Stock, James H., "Dynamic factor models", Oxford handbook on economic forecasting, ~ (2011)
- "The Bank of Korea"[URL]
- Tibshirani, Robert, "Regression shrinkage and selection via the lasso", Journal of the Royal Statistical Society, Series B (Methodological), pp.267~288 (1996)
- "World Bank"[URL]
