Uncertainty over Production Forecasts: An empirical analysis using monthly firm survey data
Discussion papers from Research Institute of Economy, Trade and Industry (RIETI)
This study, using monthly micro data of firms' forecasted and realized production quantities, presents new findings on uncertainty over production forecasts. This is the first empirical study employing monthly-frequency quantitative forecast data at the firm level. According to the analysis, forecast errors are quite heterogeneous among individual manufacturers. For example, some firms underpredict their production, even when aggregate level production is overpredicted. In terms of firm characteristics, firms operating in the information and communications technology (ICT)-related industries, firms producing investment goods, and smaller firms exhibit higher forecast uncertainty. The forecast uncertainty is greater in contractionary phases of the business cycle. The uncertainty measures calculated from micro data have a predictive power over macroeconomic fluctuations, which cannot be detected from the measures derived from publicly available aggregated data, suggesting the value of firm-level micro data. Finally, forecast uncertainty of Japanese manufacturing firms is associated with overseas policy uncertainty, in addition to Japan's own economic policy uncertainty.
New Economics Papers: this item is included in nep-cse and nep-dcm
References: View references in EconPapers View complete reference list from CitEc
Citations Track citations by RSS feed
Downloads: (external link)
This item may be available elsewhere in EconPapers: Search for items with the same title.
Export reference: BibTeX
RIS (EndNote, ProCite, RefMan)
Persistent link: https://EconPapers.repec.org/RePEc:eti:dpaper:17081
Access Statistics for this paper
More papers in Discussion papers from Research Institute of Economy, Trade and Industry (RIETI) Contact information at EDIRC.
Series data maintained by KUMAGAI, Akiko ().