Replication data for: Demographics and Industry Returns
Principal Investigator(s): View help for Principal Investigator(s) Stefano DellaVigna; Joshua M. Pollet
Version: View help for Version V1
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Project Citation:
DellaVigna, Stefano, and Pollet, Joshua M. Replication data for: Demographics and Industry Returns. Nashville, TN: American Economic Association [publisher], 2007. Ann Arbor, MI: Inter-university Consortium for Political and Social Research [distributor], 2019-10-12. https://doi.org/10.3886/E113222V1
Project Description
Summary:
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How do investors respond to predictable shifts in profitability? We consider how
demographic shifts affect profits and returns across industries. Cohort size fluctuations
produce forecastable demand changes for age-sensitive sectors, such as
toys, bicycles, beer, life insurance, and nursing homes. These demand changes are
predictable once a specific cohort is born. We use lagged consumption and demographic
data to forecast future consumption demand growth induced by changes
in age structure. We find that demand forecasts predict profitability by industry.
Moreover, forecast demand changes five to ten years in the future predict annual
industry stock returns. One additional percentage point of annualized demand
growth due to demographics predicts a 5 to 10 percentage point increase in annual
abnormal industry stock returns. However, forecasted demand changes over shorter
horizons do not predict stock returns. A trading strategy exploiting demographic
information earns an annualized risk-adjusted return of approximately 6 percent.
We present a model of inattention to information about the distant future that is
consistent with the findings. We also discuss alternative explanations, including
omitted risk-based factors. (JEL E21, G12, G32, J11, L11, L25)
Scope of Project
JEL Classification:
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E21 Macroeconomics: Consumption; Saving; Wealth
G12 Asset Pricing; Trading Volume; Bond Interest Rates
G32 Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill
J11 Demographic Trends, Macroeconomic Effects, and Forecasts
L11 Production, Pricing, and Market Structure; Size Distribution of Firms
L25 Firm Performance: Size, Diversification, and Scope
E21 Macroeconomics: Consumption; Saving; Wealth
G12 Asset Pricing; Trading Volume; Bond Interest Rates
G32 Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill
J11 Demographic Trends, Macroeconomic Effects, and Forecasts
L11 Production, Pricing, and Market Structure; Size Distribution of Firms
L25 Firm Performance: Size, Diversification, and Scope
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