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The Quantification of Qualitative Survey Data: A Critical Assessment

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  • Michela Nardo

Abstract

. Data obtained from business and consumer surveys are often used in forecasting models and in testing different expectation formation schemes. Their use, however, requires a previous step of transformation of the qualitative data into quantitative figures. This paper contains a critical review of the different quantification methods, highlighting the limits of their use in macroeconomic modelling.

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  • Michela Nardo, 2003. "The Quantification of Qualitative Survey Data: A Critical Assessment," Journal of Economic Surveys, Wiley Blackwell, vol. 17(5), pages 645-668, December.
  • Handle: RePEc:bla:jecsur:v:17:y:2003:i:5:p:645-668
    DOI: 10.1046/j.1467-6419.2003.00208.x
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    1. Lovell, Michael C, 1986. "Tests of the Rational Expectations Hypothesis," American Economic Review, American Economic Association, vol. 76(1), pages 110-124, March.
    2. Ivaldi, Marc, 1992. "Survey Evidence on the Rationality of Expectations," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 7(3), pages 225-241, July-Sept.
    3. Svensson, Lars E. O., 1997. "Inflation forecast targeting: Implementing and monitoring inflation targets," European Economic Review, Elsevier, vol. 41(6), pages 1111-1146, June.
    4. Blume, Lawrence E. & Easley, David, 1982. "Learning to be rational," Journal of Economic Theory, Elsevier, vol. 26(2), pages 340-351, April.
    5. Smith, Jeremy & McAleer, Michael, 1995. "Alternative Procedures for Converting Qualitative Response Data to Quantitative Expectations: An Application to Australian Manufacturing," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 10(2), pages 165-185, April-Jun.
    6. Jan Marc Berk, 1999. "Measuring inflation expectations: a survey data approach," Applied Economics, Taylor & Francis Journals, vol. 31(11), pages 1467-1480.
    7. Menil, George & Bhalla, Surjit S, 1975. "Direct Measurement of Popular Price Expectations," American Economic Review, American Economic Association, vol. 65(11), pages 169-180, March.
    8. Hanssens, Dominique M & Vanden Abeele, Pierre M, 1987. "A Time-Series Study of the Formation and Predictive Performance of EEC Production Survey Expectations," Journal of Business & Economic Statistics, American Statistical Association, vol. 5(4), pages 507-519, October.
    9. Ronald MacDonald, 2000. "Expectations Formation and Risk in Three Financial Markets: Surveying What the Surveys Say," Journal of Economic Surveys, Wiley Blackwell, vol. 14(1), pages 69-100, February.
    10. Evans, George & Gulamani, Riyaz, 1984. "Tests for Rationality of the Carlson-Parkin Inflation Expectations Data," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 46(1), pages 1-19, February.
    11. Pesando, James E, 1975. "A Note on the Rationality of the Livingston Price Expectations," Journal of Political Economy, University of Chicago Press, vol. 83(4), pages 849-858, August.
    12. Keane, Michael P & Runkle, David E, 1990. "Testing the Rationality of Price Forecasts: New Evidence from Panel Data," American Economic Review, American Economic Association, vol. 80(4), pages 714-735, September.
    13. Benjamin M. Friedman, 1980. "Survey Evidence on The Rationality of Interest Rate Expectations," NBER Working Papers 0261, National Bureau of Economic Research, Inc.
    14. Friedman, Benjamin M., 1980. "Survey evidence on the `rationality' of interest rate expectations," Journal of Monetary Economics, Elsevier, vol. 6(4), pages 453-465, October.
    15. Common, Michael S, 1985. "Testing for Rational Expectations with Qualitative Survey Data," The Manchester School of Economic & Social Studies, University of Manchester, vol. 53(2), pages 138-148, June.
    16. Holden, K & Peel, D A, 1977. "An Empirical Investigation of Inflationary Expectations," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 39(4), pages 291-299, November.
    17. Rich, Robert W. & Raymond, Jennie E. & Butler, J. S., 1993. "Testing for measurement errors in expectations from survey data : An instrumental variables approach," Economics Letters, Elsevier, vol. 43(1), pages 5-10.
    18. Smyth, David J., 1992. "Measurement errors in survey forecasts of expected inflation and the rationality of inflation expectations," Journal of Macroeconomics, Elsevier, vol. 14(3), pages 439-448.
    19. Brown, Bryan W & Maital, Shlomo, 1981. "What Do Economists Know? An Empirical Study of Experts' Expectations," Econometrica, Econometric Society, vol. 49(2), pages 491-504, March.
    20. Simmons, Peter & Weiserbs, Daniel, 1992. "Consumer Price Perceptions and Expectations," Oxford Economic Papers, Oxford University Press, vol. 44(1), pages 35-50, January.
    21. Madsen, Jakob B, 1993. "The Formation of Production Expectations in Manufacturing Industry for Nine Industrialized Countries," Empirical Economics, Springer, vol. 18(3), pages 501-521.
    22. Lucas, Robert Jr., 1972. "Expectations and the neutrality of money," Journal of Economic Theory, Elsevier, vol. 4(2), pages 103-124, April.
    23. Pesaran, M Hashem, 1985. "Formation of Inflation Expectations in British Manufacturing Industries," Economic Journal, Royal Economic Society, vol. 95(380), pages 948-975, December.
    24. Balcombe, Kelvin, 1996. "The Carlson-Parkin method applied to NZ price expectations using QSBO survey data," Economics Letters, Elsevier, vol. 51(1), pages 51-57, April.
    25. Garcia-Ferrer, Antonio & Bujosa-Brun, Marcos, 2000. "Forecasting OECD industrial turning points using unobserved components models with business survey data," International Journal of Forecasting, Elsevier, vol. 16(2), pages 207-227.
    26. Frank de Leeuw & Michael J. McKelvey, 1981. "Price Expectations of Business Firms," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 12(1), pages 299-314.
    27. Cooley, Thomas F & Prescott, Edward C, 1976. "Estimation in the Presence of Stochastic Parameter Variation," Econometrica, Econometric Society, vol. 44(1), pages 167-184, January.
    28. Berk, Jan Marc, 2000. "Consumers' inflation expectations and monetary policy in Europe," Serie Research Memoranda 0020, VU University Amsterdam, Faculty of Economics, Business Administration and Econometrics.
    29. Garber, Steven & Klepper, Steven, 1980. "Extending the Classical Normal Errors-in-Variables Model," Econometrica, Econometric Society, vol. 48(6), pages 1541-1546, September.
    30. Jeong, Jinook & Maddala, G S, 1991. "Measurement Errors and Tests for Rationality," Journal of Business & Economic Statistics, American Statistical Association, vol. 9(4), pages 431-439, October.
    31. Carlson, John A & Parkin, J Michael, 1975. "Inflation Expectations," Economica, London School of Economics and Political Science, vol. 42(166), pages 123-138, May.
    32. Batchelor, R. A., 1982. "Expectations, output and inflation : The European experience," European Economic Review, Elsevier, vol. 17(1), pages 1-25.
    33. Tversky, Amos & Kahneman, Daniel, 1986. "Rational Choice and the Framing of Decisions," The Journal of Business, University of Chicago Press, vol. 59(4), pages 251-278, October.
    34. Stephen J. DeCanio, 1979. "Rational Expectations and Learning from Experience," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 93(1), pages 47-57.
    35. Fishe, Raymond P. H. & Lahiri, Kajal, 1981. "On the estimation of inflationary expectations from qualitative responses," Journal of Econometrics, Elsevier, vol. 16(1), pages 89-102, May.
    36. McAleer, Michael & Smith, Jeremy, 1994. "A note on the unbiasedness test of rationality using survey data," Journal of Macroeconomics, Elsevier, vol. 16(2), pages 369-374.
    37. Begg,Iain & Henry,Brian, 1998. "Applied Economics and Public Policy," Cambridge Books, Cambridge University Press, number 9780521624145.
    38. Griliches, Zvi, 1974. "Errors in Variables and Other Unobservables," Econometrica, Econometric Society, vol. 42(6), pages 971-998, November.
    39. Levi, Maurice D, 1973. "Errors in the Variables Bias in the Presence of Correctly Measured Variables," Econometrica, Econometric Society, vol. 41(5), pages 985-986, September.
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