A Bayesian Indicator of Manufacturing Output from Qualitative Business Panel Survey Data∗

نویسندگان

  • James Mitchell
  • Richard J. Smith
  • Martin R. Weale
چکیده

Qualitative business survey data are used widely to provide indicators of economic activity ahead of the publication of official data. Traditional indicators exploit only aggregate survey information, namely the proportions of respondents who report “up” and “down”. This paper considers disaggregate or firm-level survey responses. It derives an alternative Bayesian indicator of economic activity relating firms’ categorical responses to official data using ordered discrete-choice models. An application to firm-level survey data from the Confederation of British Industry shows that the proposed indicator of manufacturing output growth can provide more accurate early estimates of manufacturing output growth than traditional indicators.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Nowcasting and Predicting Data Revisions in Real Time Using Qualitative Panel Survey Data

The qualitative responses that firms give to business survey questions regarding changes in their own output provide a real-time signal of official output changes. The most commonly-used method to produce an aggregate quantitative indicator from business survey responses – the net balance, or diffusion index – has changed little in 40 years. It focuses on the proportion of survey respondents re...

متن کامل

Collective Sentiment in Qualitative Business Surveys∗

Aggregated qualitative survey data provide timely, but often imperfect, macroeconomic indicators. Exploiting a unique panel dataset for the UK, which contains matched firm-level responses from both qualitative and quantitative surveys, we find that firms’ responses are influenced not only by their own current and past output and lagged qualitative responses but also by an indicator of aggregate...

متن کامل

Efficient Aggregation of Panel Qualitative Survey Data∗

Qualitative business survey data are used widely to provide indicators of economic activity ahead of the publication of official data. Traditional indicators exploit only aggregate survey information, namely the proportions of respondents who report “up” and “down”. This paper examines disaggregate or firm-level survey responses. It considers how the responses of the individual firms should be ...

متن کامل

Forecasting Manufacturing Output Growth Using Firm-Level Survey Data∗

Traditionally forecasts of macroeconomic aggregates are extracted from prospective qualitative survey data by relating official data on the aggregate to both the proportion of survey respondents who are “optimists” and the proportion who are “pessimists”. But there is no reason to focus on these proportions to the exclusion of other possible means of aggregating and quantifying the underlying p...

متن کامل

Bayesian Quantile Regression with Adaptive Lasso Penalty for Dynamic Panel Data

‎Dynamic panel data models include the important part of medicine‎, ‎social and economic studies‎. ‎Existence of the lagged dependent variable as an explanatory variable is a sensible trait of these models‎. ‎The estimation problem of these models arises from the correlation between the lagged depended variable and the current disturbance‎. ‎Recently‎, ‎quantile regression to analyze dynamic pa...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2006