Consumer Survey Data and short-term forecasting of households consumption expenditures in Poland
The main aim of the paper is an investigation whether consumer tendency survey (CTS) data can be useful for short-term forecasting of real private consumption expenditures in Poland. A consumer sentiment index and as well balances for individual questions (from consumer survey conducted by Research Institute for Economic Development of Warsaw School of Economics – RIED WSE) were used in the paper. This is one of the first attempts to model private consumption using RIED consumer survey data or even generally any consumer survey data in Poland. The data are quarterly and covers the 1996-2007 period. An investigation of predictive relationship between CTS results and real private consumption was done by using in-sample and out-of-sample approach. Under the first one unconditional and conditional causality analysis was performed. Unconditional approach is a standard bivariate Granger causality test, where appropriate pairs of variables were tested: real private consumption expenditures and particular CTS indicators. In the case of conditional Granger causality test aside from consumer survey results other macro variables were used, i.e.: lagged dependent variable, real gross disposable income of households, net financial assets of households, retail sales and wage-pension fund. It was realized by doing redundancy tests for survey indices in ARMAX equation specified for consumption expenditures and other variables mentioned above. The research is also extended by assessing whether this predictive in-sample conditional relationship has changed over time by running a series of recursive regressions and doing tests outlined above. The out-of-sample analysis focused on testing recursive one-step forecast errors of restricted (without CTS variables) and unrestricted ARMAX models.
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- Eric M. Leeper, 1992. "Consumer attitudes: king for a day," Economic Review, Federal Reserve Bank of Atlanta, issue Jul, pages 1-15.
- Berg Lennart & Bergström Reinhold, 1996. "Consumer Confidence and Consumption in Sweden," Working Paper Series 1996:7, Uppsala University, Department of Economics.
- Jansen, W. Jos & Nahuis, Niek J., 2003.
"The stock market and consumer confidence: European evidence,"
Elsevier, vol. 79(1), pages 89-98, April.
- W. Jos Jansen & Niek J. Nahuis, 2002. "The Stock Market and Consumer Confidence: European Evidence," MEB Series (discontinued) 2002-11, Netherlands Central Bank, Monetary and Economic Policy Department.
- Kenneth D. West, 1994.
"Asymptotic Inference About Predictive Ability,"
- Gelper, S. & Lemmens, A. & Croux, C., 2007. "Consumer sentiment and consumer spending : Decomposing the granger causal relationship in the time domain," Other publications TiSEM 55ac7230-2985-41f1-a42c-7, Tilburg University, School of Economics and Management.
- Francis X. Diebold & Robert S. Mariano, 1994.
"Comparing Predictive Accuracy,"
NBER Technical Working Papers
0169, National Bureau of Economic Research, Inc.
- Diebold, Francis X & Mariano, Roberto S, 2002. "Comparing Predictive Accuracy," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(1), pages 134-44, January.
- Diebold, Francis X & Mariano, Roberto S, 1995. "Comparing Predictive Accuracy," Journal of Business & Economic Statistics, American Statistical Association, vol. 13(3), pages 253-63, July.
- Gabor Vadas, 2005.
"Beyond macro variables: consumer confidence index and household expenditure in Hungary,"
- Gábor Vadas, 2001. "Beyond Macro Variables: Consumer Confidence Index and Household Expenditure in Hungary," MNB Background Studies (discontinued) 2001/2, Magyar Nemzeti Bank (Central Bank of Hungary).
- Fan, Chengze Simon & Wong, Phoebe, 1998. "Does consumer sentiment forecast household spending?: The Hong Kong case," Economics Letters, Elsevier, vol. 58(1), pages 77-84, January.
- WDA Bryant & JE Macri, 2001. "Does Sentiment Explain Consumption?," Research Papers 0107, Macquarie University, Department of Economics.
- Andy C. C. Kwan & John A. Cotsomitis, 2004.
"Can Consumer Attitudes Forecast Household Spending in the United States? Further Evidence from the Michigan Survey of Consumers,"
Southern Economic Journal,
Southern Economic Association, vol. 71(1), pages 136-144, July.
- Andy C.C. Kwan & John A. Cotsomitis, 2003. "Can Consumer Attitudes Forecast Household Spending in the United States? Further Evidence from the Michigan Survey of Consumers," Departmental Working Papers _156, Chinese University of Hong Kong, Department of Economics.
- BELTRAN, Helena & DURRE, Alain, 2003. "The determinants of consumer confidence: the case of United States and Belgium," CORE Discussion Papers 2003053, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
- Jason Bram & Sydney Ludvigson, 1997.
"Does consumer confidence forecast household expenditure?: A sentiment index horse race,"
9708, Federal Reserve Bank of New York.
- Jason Bram & Sydney Ludvigson, 1998. "Does consumer confidence forecast household expenditure? a sentiment index horse race," Economic Policy Review, Federal Reserve Bank of New York, issue Jun, pages 59-78.
- Ray Barrell & Professor E. Philip Davis, 2008.
"Consumer confidence indices and short-term forecasting of consumption,"
NIESR Discussion Papers
304, National Institute of Economic and Social Research.
- Ali Al-Eyd & Ray Barrell & E. Philip Davis, 2009. "Consumer Confidence Indices And Short-Term Forecasting Of Consumption," Manchester School, University of Manchester, vol. 77(1), pages 96-111, 01.
- John Campbell & Angus Deaton, 1989.
"Why is Consumption So Smooth?,"
Review of Economic Studies,
Oxford University Press, vol. 56(3), pages 357-373.
- Matsusaka, John G & Sbordone, Argia M, 1995.
"Consumer Confidence and Economic Fluctuations,"
Western Economic Association International, vol. 33(2), pages 296-318, April.
- Hardouvelis, Gikas A & Thomakos, Dimitrios D, 2008.
"Consumer Confidence and Elections,"
CEPR Discussion Papers
6701, C.E.P.R. Discussion Papers.
- Nicholas S. Souleles, 2001. "Consumer Sentiment: Its Rationality and Usefulness in Forecasting Expenditure - Evidence from the Michigan Micro Data," NBER Working Papers 8410, National Bureau of Economic Research, Inc.
- Thomas A. Garrett & Rubén Hernández-Murillo & Michael T. Owyang, 2005.
"Does consumer sentiment predict regional consumption?,"
Federal Reserve Bank of St. Louis, issue Mar, pages 123-135.
- Thomas A. Garrett & Rubén Hernández-Murillo & Michael T. Owyang, 2004. "Does consumer sentiment predict regional consumption?," Working Papers 2003-003, Federal Reserve Bank of St. Louis.
- Tatiana Fic & Marcin Kolasa & Adam Kot & Karol Murawski & Michal Rubaszek & Magdalena Tarnicka, 2005. "ECMOD Model of the Polish Economy," National Bank of Poland Working Papers 36, National Bank of Poland, Economic Institute.
- Fuhrer, Jeffrey C, 1988. "On the Information Content of Consumer Survey Expectations," The Review of Economics and Statistics, MIT Press, vol. 70(1), pages 140-44, February.
- McCracken, Michael W., 2007. "Asymptotics for out of sample tests of Granger causality," Journal of Econometrics, Elsevier, vol. 140(2), pages 719-752, October.
- Martin Sommer, 2004. "Habits, Sentiment and Predictable Income in the Dynamics of Aggregate Consumption," Macroeconomics 0408004, EconWPA.
- Batchelor, Roy & Dua, Pami, 1998. "Improving macro-economic forecasts: The role of consumer confidence," International Journal of Forecasting, Elsevier, vol. 14(1), pages 71-81, March.
- Malgarini, Marco & Margani, Patrizia, 2005.
"Psychology, consumer sentiment and household expenditures: a disaggregated analysis,"
42443, University Library of Munich, Germany.
- Marco Malgarini & Patrizia Margani, 2005. "Psychology, consumer sentiment and household expenditures: a disaggregated analysis," ISAE Working Papers 58, ISTAT - Italian National Institute of Statistics - (Rome, ITALY).
- Sydney C. Ludvigson, 2004. "Consumer Confidence and Consumer Spending," Journal of Economic Perspectives, American Economic Association, vol. 18(2), pages 29-50, Spring.
- N.J. Nahuis, 2000. "Are Survey Indicators Useful for Monitoring Consumption Growth: Evidence from European Countries," MEB Series (discontinued) 2000-8, Netherlands Central Bank, Monetary and Economic Policy Department.
- Djerf, Kari & Takala, Kari, 1997. "Macroeconomy and consumer sentiment : performance of the finnish consumer barometer after ten years," Research Discussion Papers 20/1997, Bank of Finland.
- Bierens, Herman J., 1987.
"Armax model specification testing, with an application to unemployment in the Netherlands,"
Journal of Econometrics,
Elsevier, vol. 35(1), pages 161-190, May.
- Bierens, H.J., 1986. "Armax model specification testing, with an application to unemployment in the Netherlands," Serie Research Memoranda 0026, VU University Amsterdam, Faculty of Economics, Business Administration and Econometrics.
- Sarah Gelper & Aurelie Lemmens & Christophe Croux, 2007. "Consumer sentiment and consumer spending: decomposing the Granger causal relationship in the time domain," Applied Economics, Taylor & Francis Journals, vol. 39(1), pages 1-11.
- Carroll, Christopher D & Fuhrer, Jeffrey C & Wilcox, David W, 1994.
"Does Consumer Sentiment Forecast Household Spending? If So, Why?,"
American Economic Review,
American Economic Association, vol. 84(5), pages 1397-1408, December.
- Christopher D. Carroll & Jeffery C. Fuhrer & David W. Wilcox, 1994. "RATS code for Does Consumer Sentiment Forecast Household Spending? If So, Why?," QM&RBC Codes 49, Quantitative Macroeconomics & Real Business Cycles.
- Parigi, Giuseppe & Schlitzer, Giuseppe, 1997. "Predicting consumption of Italian households by means of survey indicators," International Journal of Forecasting, Elsevier, vol. 13(2), pages 197-209, June.
- Croushore, Dean, 2005.
"Do consumer-confidence indexes help forecast consumer spending in real time?,"
The North American Journal of Economics and Finance,
Elsevier, vol. 16(3), pages 435-450, December.
- Croushore, Dean, 2004. "Do Consumer Confidence Indexes Help Forecast Consumer Spending in Real Time?," Discussion Paper Series 1: Economic Studies 2004,27, Deutsche Bundesbank, Research Centre.
- Acemoglu, Daron & Scott, Andrew, 1994.
"Consumer Confidence and Rational Expectations: Are Agents' Beliefs Consistent with the Theory?,"
Royal Economic Society, vol. 104(422), pages 1-19, January.
- Daron Acemoglu & Andrew Scott, 1993. "Consumer Confidence and Rational Expectations: Are Agents Beliefs Consistent with the Theory?," CEP Discussion Papers dp0119, Centre for Economic Performance, LSE.
- Todd E. Clark & Michael W. McCracken, 1999.
"Tests of equal forecast accuracy and encompassing for nested models,"
Research Working Paper
99-11, Federal Reserve Bank of Kansas City.
- Clark, Todd E. & McCracken, Michael W., 2001. "Tests of equal forecast accuracy and encompassing for nested models," Journal of Econometrics, Elsevier, vol. 105(1), pages 85-110, November.
- Todd E. Clark & Michael McCracken, 1999. "Tests of Equal Forecast Accuracy and Encompassing for Nested Models," Computing in Economics and Finance 1999 1241, Society for Computational Economics.
- Todd E. Clark & Michael W. McCracken, 2000. "Tests of Equal Forecast Accuracy and Encompassing for Nested Models," Econometric Society World Congress 2000 Contributed Papers 0319, Econometric Society.
- Harvey, David I & Leybourne, Stephen J & Newbold, Paul, 1998. "Tests for Forecast Encompassing," Journal of Business & Economic Statistics, American Statistical Association, vol. 16(2), pages 254-59, April.
- Maurizio Bovi, 2004. "Consumer Surveys and Reality," Macroeconomics 0408012, EconWPA.
- Niek J. Nahuis & W. Jos Jansen, 2003.
"Which Survey Indicators Are Useful for Monitoring Consumption? Evidence fron European Countries,"
- W. Jos Jansen & Niek J. Nahuis, 2004. "Which survey indicators are useful for monitoring consumption? Evidence from European countries," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 23(2), pages 89-98.
- Brigitte Desroches & Marc-André Gosselin, 2002. "The Usefulness of Consumer Confidence Indexes in the United States," Staff Working Papers 02-22, Bank of Canada.
- Yash P. Mehra & Elliot W. Martin, 2003. "Why does consumer sentiment predict household spending?," Economic Quarterly, Federal Reserve Bank of Richmond, issue Fall, pages 51-67.
- repec:nsr:niesrd:304 is not listed on IDEAS
- Loría, Eduardo & Brito, L., 2004. "Is the Consumer Confidence Index a Sound Predictor of the Private Demand in the United States?," Estudios de Economía Aplicada, Estudios de Economía Aplicada, vol. 22, pages 1-15, Diciembre.
- Roberto Golinelli & Giuseppe Parigi, 2003. "What is this thing called confidence? A comparative analysis of consumer confidence indices in eight major countries," Temi di discussione (Economic working papers) 484, Bank of Italy, Economic Research and International Relations Area.
- Clark, Todd E. & McCracken, Michael W., 2005. "The power of tests of predictive ability in the presence of structural breaks," Journal of Econometrics, Elsevier, vol. 124(1), pages 1-31, January.
- Jeff Dominitz & Charles F. Manski, 2003. "How Should We Measure Consumer Confidence (Sentiment)? Evidence from the Michigan Survey of Consumers," NBER Working Papers 9926, National Bureau of Economic Research, Inc.
- C. Alan Garner, 2002. "Consumer confidence after September 11," Economic Review, Federal Reserve Bank of Kansas City, issue Q II.
- Joanne Loundes & Rosanna Scutella, 2000. "Consumer Sentiment and Australian Consumer Spending," Melbourne Institute Working Paper Series wp2000n21, Melbourne Institute of Applied Economic and Social Research, The University of Melbourne.
- Khoon Lek Goh, 2003. "Does Consumer Confidence Forecast Consumption Expenditure in New Zealand?," Treasury Working Paper Series 03/22, New Zealand Treasury.
- E. Philip Howrey, 2001. "The Predictive Power of the Index of Consumer Sentiment," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 32(1), pages 175-216.
- Ivan Roberts & John Simon, 2001. "What do Sentiment Surveys Measure?," RBA Research Discussion Papers rdp2001-09, Reserve Bank of Australia.
- C. Alan Garner, 1991. "Forecasting consumer spending: should economists pay attention to consumer confidence surveys?," Economic Review, Federal Reserve Bank of Kansas City, issue May, pages 57-71.
- Jeffrey C. Fuhrer, 1993. "What role does consumer sentiment play in the U.S. macroeconomy?," New England Economic Review, Federal Reserve Bank of Boston, issue Jan, pages 32-44.
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