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Are Chinese Growth and Inflation Too Smooth? Evidence from Engel Curves

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  • Emi Nakamura
  • Jón Steinsson
  • Miao Liu

Abstract

China has experienced remarkably stable growth and inflation in recent years according to official statistics. We use systematic discrepancies between cross-sectional and time-series Engel curves to construct alternative estimates of Chinese growth and inflation. Our estimates suggest that official statistics present a smoothed version of reality. Official inflation rose in the 2000s, but our estimates indicate that true inflation was still higher and consumption growth was overstated. In contrast, inflation was overstated and growth understated during the low-inflation 1990s. These patterns hold for the food Engel curve, and for numerous other categories, such as grain as a fraction of food.

Suggested Citation

  • Emi Nakamura & Jón Steinsson & Miao Liu, 2016. "Are Chinese Growth and Inflation Too Smooth? Evidence from Engel Curves," American Economic Journal: Macroeconomics, American Economic Association, vol. 8(3), pages 113-144, July.
  • Handle: RePEc:aea:aejmac:v:8:y:2016:i:3:p:113-44
    Note: DOI: 10.1257/mac.20150074
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    1. William D. Nordhaus, 1998. "Quality Change in Price Indexes," Journal of Economic Perspectives, American Economic Association, vol. 12(1), pages 59-68, Winter.
    2. Brent R. Moulton & Karin E. Moses, 1997. "Addressing the Quality Change Issue in the Consumer Price Index," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 28(1), pages 305-366.
    3. Mark Aguiar & Mark Bils, 2015. "Has Consumption Inequality Mirrored Income Inequality?," American Economic Review, American Economic Association, vol. 105(9), pages 2725-2756, September.
    4. Ingvild Almås & Tim Beatty & Thomas Crossley, 2018. "Lost in translation: What do Engel curves tell us about the cost of living?," IFS Working Papers W18/04, Institute for Fiscal Studies.
    5. Gibson, John & Stillman, Steven & Le, Trinh, 2008. "CPI bias and real living standards in Russia during the transition," Journal of Development Economics, Elsevier, vol. 87(1), pages 140-160, August.
    6. Garry F. Barrett & Matthew Brzozowski, 2010. "Using Engel Curves to Estimate the Bias in the Australian CPI," The Economic Record, The Economic Society of Australia, vol. 86(272), pages 1-14, March.
    7. John Gibson & Grant Scobie, 2010. "Using Engel curves to estimate CPI bias in a small, open, inflation-targeting economy," Applied Financial Economics, Taylor & Francis Journals, vol. 20(17), pages 1327-1335.
    8. Timothy Beatty & Erling Røed Larsen, 2005. "Using Engel curves to estimate bias in the Canadian CPI as a cost of living index," Canadian Journal of Economics, Canadian Economics Association, vol. 38(2), pages 482-499, May.
    9. Erling Røed Larsen, 2007. "Does the CPI Mirror the Cost of Living? Engel's Law Suggests Not in Norway," Scandinavian Journal of Economics, Wiley Blackwell, vol. 109(1), pages 177-195, March.
    10. Xiaolu Wang & Wing Thye Woo, 2011. "The Size and Distribution of Hidden Household Income in China," Asian Economic Papers, MIT Press, vol. 10(1), pages 1-26, Winter/Sp.
    11. Subramanian, Shankar & Deaton, Angus, 1996. "The Demand for Food and Calories," Journal of Political Economy, University of Chicago Press, vol. 104(1), pages 133-162, February.
    12. Tim Erickson & Ariel Pakes, 2011. "An Experimental Component Index for the CPI: From Annual Computer Data to Monthly Data on Other Goods," American Economic Review, American Economic Association, vol. 101(5), pages 1707-1738, August.
    13. Almås, Ingvild & Johnsen, Åshild Auglænd, 2012. "The cost of living in China: Implications for inequality and poverty," Discussion Paper Series in Economics 21/2012, Norwegian School of Economics, Department of Economics.
    14. Ariel Pakes, 2003. "A Reconsideration of Hedonic Price Indexes with an Application to PC's," American Economic Review, American Economic Association, vol. 93(5), pages 1578-1596, December.
    15. Ingvild Almas, 2012. "International Income Inequality: Measuring PPP Bias by Estimating Engel Curves for Food," American Economic Review, American Economic Association, vol. 102(2), pages 1093-1117, April.
    16. Zvi Griliches, 1961. "Hedonic Price Indexes for Automobiles: An Econometric of Quality Change," NBER Chapters, in: The Price Statistics of the Federal Goverment, pages 173-196, National Bureau of Economic Research, Inc.
    17. Jack E. Triplett, 1997. "Measuring consumption: the post-1973 slowdown and the research issues," Review, Federal Reserve Bank of St. Louis, issue May, pages 9-42.
    18. Rawski, Thomas G., 2001. "What is happening to China's GDP statistics?," China Economic Review, Elsevier, vol. 12(4), pages 347-354.
    19. Chul Chung & John Gibson & Bonggeun Kim, 2010. "CPI Mismeasurements and Their Impacts on Economic Management in Korea," Asian Economic Papers, MIT Press, vol. 9(1), pages 1-15, Winter/Sp.
    20. Gale, H. Frederick, Jr. & Huang, Kuo S., 2007. "Demand For Food Quantity And Quality In China," Economic Research Report 7252, United States Department of Agriculture, Economic Research Service.
    21. Mark Bils & Peter J. Klenow, 1998. "Using Consumer Theory to Test Competing Business Cycle Models," Journal of Political Economy, University of Chicago Press, vol. 106(2), pages 233-261, April.
    22. Dora L. Costa, 2001. "Estimating Real Income in the United States from 1888 to 1994: Correcting CPI Bias Using Engel Curves," Journal of Political Economy, University of Chicago Press, vol. 109(6), pages 1288-1310, December.
    23. Emi Nakamura & Jón Steinsson, 2012. "Lost in Transit: Product Replacement Bias and Pricing to Market," American Economic Review, American Economic Association, vol. 102(7), pages 3277-3316, December.
    24. Katharine G. Abraham & John S. Greenlees & Brent R. Moulton, 1998. "Working to Improve the Consumer Price Index," Journal of Economic Perspectives, American Economic Association, vol. 12(1), pages 27-36, Winter.
    25. Deaton, Angus S & Muellbauer, John, 1980. "An Almost Ideal Demand System," American Economic Review, American Economic Association, vol. 70(3), pages 312-326, June.
    26. Bruce W. Hamilton, 2001. "Using Engel's Law to Estimate CPI Bias," American Economic Review, American Economic Association, vol. 91(3), pages 619-630, June.
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    More about this item

    JEL classification:

    • C82 - Mathematical and Quantitative Methods - - Data Collection and Data Estimation Methodology; Computer Programs - - - Methodology for Collecting, Estimating, and Organizing Macroeconomic Data; Data Access
    • E21 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Consumption; Saving; Wealth
    • E23 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Production
    • E31 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Price Level; Inflation; Deflation
    • O11 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Macroeconomic Analyses of Economic Development
    • P24 - Political Economy and Comparative Economic Systems - - Socialist and Transition Economies - - - National Income, Product, and Expenditure; Money; Inflation

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