On the use of dispersion measures from NAPM surveys in business cycle forecasting

Qualitative survey data on changes in production, inventory, new order, and employment collected every month by the National Association of Purchasing Managers are analysed over 1948–90. The Probability method we use generates time-series estimates of cross-section variabilities across firms. It is shown that these diffusion measures have additional explanatory power in the prediction of business cycle turning points.

[1]  Ray C. Fair,et al.  Comparing Information in Forecasts from Econometric Models , 1990 .

[2]  Ray C. Fair,et al.  The Informational Context of Ex Ante Forecasts , 1989 .

[3]  Lars-Erik Öller,et al.  Forecasting the business cycle using survey data , 1990 .

[4]  Henri Theil,et al.  On the Time Shape of Economic Microvariables and the Munich Business Test , 1952 .

[5]  M. Hashem Pesaran,et al.  The Limits to Rational Expectations , 1988 .

[6]  L. Summers,et al.  The Changing Cyclical Variability of Economic Activity in the United States , 1984 .

[7]  Kajal Lahiri,et al.  A Comparative Study of Alternative Methods of Quantifying Qualitative Survey Responses Using NAPM Data , 1992 .

[8]  Helmut Seitz,et al.  The estimation of inflation forecasts from business survey data , 1988 .

[9]  Daniel E. Sichel,et al.  Cyclical Patterns in the Variance of Economic Activity , 1991 .

[10]  Kajal Lahiri,et al.  Leading economic indicators : new approaches and forecasting records , 1991 .

[11]  Richard Rogerson,et al.  Cyclical fluctuations and sectoral reallocation: Evidence from the PSID☆ , 1989 .

[12]  Salih N. Neftiçi Optimal prediction of cyclical downturns , 1982 .

[13]  James D. Hamilton A New Approach to the Economic Analysis of Nonstationary Time Series and the Business Cycle , 1989 .

[14]  Oskar Anderson join The Business Test of the IFO-Institute for Economic Research, Munich, and Its Theoretical Model , 1952 .

[15]  Roy Batchelor,et al.  Expectations, output and inflation: The European experience , 1982 .

[16]  David M. Lilien,et al.  Sectoral Shifts and Cyclical Unemployment , 1982, Journal of Political Economy.

[17]  P. Praetz,et al.  The Distribution of Share Price Changes , 1972 .

[18]  C. Nelson,et al.  A new approach to decomposition of economic time series into permanent and transitory components with particular attention to measurement of the ‘business cycle’☆ , 1981 .

[19]  Kajal Lahiri,et al.  On the normality of probability distributions of inflation and GNP forecasts , 1987 .

[20]  K. Lahiri,et al.  Interest Rates and the Subjective Probability Distribution of Inflation Forecasts , 1988 .

[21]  J. Stock,et al.  Variable Trends in Economic Time Series , 1988 .

[22]  Roy Batchelor,et al.  Inflation Expectations Revisited , 1988 .