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From Economics to Earnings: A Macro-Based Equity Earnings Growth Forecasting Model

Kevin J DiCiurcio, Boyu Wu and Qian Wang
The Journal of Investing February 2023, 32 (2) 24-33; DOI: https://doi.org/10.3905/joi.2023.32.2.024
Kevin J DiCiurcio
is a head of Vanguard Capital Markets Model Development in Vanguard’s Investment Strategy Group at The Vanguard Group, Inc. in Valley Forge, PA
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Boyu Wu
is a senior investment strategist in Vanguard’s Investment Strategy Group at The Vanguard Group, Inc. in Valley Forge, PA
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Qian Wang
is a principal and regional chief economist for Asia-Pacific and the global head of the Vanguard Capital Markets Model in Vanguard’s Investment Strategy Group at The Vanguard Group, Inc. in Valley Forge, PA
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Abstract

Earnings growth measures the change in a company’s reported net income through time. It is arguably the most widely observed measure of the growth and the profitability of a business, and a critical driver of equity returns. Though many practitioners have relied on historical averages to inform earnings growth expectations, research has found a relationship between earnings growth and prevailing economic growth. Building on prior research that connects earnings growth with real GDP growth, the authors split the earnings growth into two parts—revenue growth and changes in profit margins—and identifies multiple macroeconomic factors that have historical relationships separately with each. The authors find that revenue growth can historically be explained by world GDP growth, US GDP growth and payout ratios, and changes in profit margins can be explained by labor costs trade intensity. Upon conducting the out of sample test, this article offers a robust solution on predicting future earnings growth with macroeconomic factors and provides an important framework for understanding a key component of equity returns.

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The Journal of Investing: 32 (2)
The Journal of Investing
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From Economics to Earnings: A Macro-Based Equity Earnings Growth Forecasting Model
Kevin J DiCiurcio, Boyu Wu, Qian Wang
The Journal of Investing Jan 2023, 32 (2) 24-33; DOI: 10.3905/joi.2023.32.2.024

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From Economics to Earnings: A Macro-Based Equity Earnings Growth Forecasting Model
Kevin J DiCiurcio, Boyu Wu, Qian Wang
The Journal of Investing Jan 2023, 32 (2) 24-33; DOI: 10.3905/joi.2023.32.2.024
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