Forecasting Private Consumption: Survey-Based Indicators vs. Google Trends
Rhine-Westphalia Institute for Economic Research (RWI)
Rhine-Westphalia Institute for Economic Research (RWI-Essen)
Ruhr Economic Paper No. 155
In this study we introduce a new indicator for private consumption based on search query time series provided by Google Trends. The indicator is based on factors extracted from consumption-related search categories of the Google Trends application Insights for Search. The forecasting performance of the new indicator is assessed relative to the two most common survey-based indicators - the University of Michigan Consumer Sentiment Index and the Conference Board Consumer Confidence Index. The results show that in almost all conducted in-sample and out-of-sample forecasting experiments the Google indicator outperforms the survey-based indicators. This suggests that incorporating information from Google Trends may offer significant benefits to forecasters of private consumption.
Number of Pages in PDF File: 23
Keywords: Google Trends, private consumption, forecasting, Consumer Sentiment Indicator
JEL Classification: C53, E21, E27
Date posted: November 30, 2009
© 2015 Social Science Electronic Publishing, Inc. All Rights Reserved.
This page was processed by apollo3 in 0.313 seconds