Growth Opportunities, Technology Shocks and Asset Prices

We explore the impact of investment-specific technology (IST) shocks on the crosssection of stock returns. IST shocks reflect technological advances embodied in new capital goods. Using a structural model, we show that IST shocks have a differential effect on the two fundamental components of firm value, the value of assets in place and the value of growth opportunities. This differential sensitivity to IST shocks has two main implications. First, risk premia on firms with abundant growth opportunities are different from those on firms with limited growth opportunities. Second, firms with similar levels of growth opportunities comove with each other, giving rise to the value factor in stock returns. Our model replicates the failure of the conditional CAPM to capture the value premium. Our empirical tests confirm the model's predictions for asset returns and investment rates.

[1]  Jeremy Greenwood The Third Industrial Revolution , 1996 .

[2]  S. B. Thompson Simple Formulas for Standard Errors that Cluster by Both Firm and Time , 2009 .

[3]  Giorgio E. Primiceri,et al.  Investment Shocks and the Relative Price of Investment , 2009 .

[4]  John H. Cochrane,et al.  A Cross-Sectional Test of an Investment-Based Asset Pricing Model , 1996, Journal of Political Economy.

[5]  Dimitris Papanikolaou,et al.  Investment Shocks and Asset Prices , 2011, Journal of Political Economy.

[6]  Andrea Tambalotti,et al.  Investment Shocks and Business Cycles , 2008 .

[7]  Dongmei Li,et al.  Does Q-Theory with Investment Frictions Explain Anomalies in the Cross-Section of Returns? , 2010 .

[8]  Dimitris Papanikolaou,et al.  Investment-Specific Technological Change and Asset Prices , 2008 .

[9]  Janice C. Eberly,et al.  The Mix and Scale of Factors with Irreversibility and Fixed Costs of Investment , 1997 .

[10]  R. Green,et al.  Optimal Investment, Growth Options, and Security Returns , 1998 .

[11]  G. Violante,et al.  Investment-Specific Technical Change in the Us 1947-2000: Measurement and Macroeconomic Consequences , 2002 .

[12]  L. Kogan,et al.  Growth Opportunities and Technology Shocks , 2010 .

[13]  L. Kogan,et al.  Durability of Output and Expected Stock Returns , 2007, Journal of Political Economy.

[14]  Lawrence J. Christiano,et al.  Stock Market and Investment Goods Prices: Implications for Macroeconomics , 2003 .

[15]  Andrew B. Abel A Stochastic Model of Investment, Marginal q and the Market Value of the Firm , 1985 .

[16]  J. Lewellen The Cross Section of Expected Stock Returns , 2014 .

[17]  Kent D. Daniel,et al.  Testing Factor-Model Explanations of Market Anomalies , 2012 .

[18]  M. King,et al.  INVESTMENT AND TECHNICAL PROGRESS , 1992 .

[19]  Jonas D. M. Fisher The Dynamic Effects of Neutral and Investment‐Specific Technology Shocks , 2006, Journal of Political Economy.

[20]  Motohiro Yogo,et al.  Does Firm Value Move Too Much to Be Justified By Subsequent Changes in Cash Flow? , 2007 .

[21]  Lu Zhang,et al.  The New Issues Puzzle: Testing the Investment-Based Explanation , 2006 .

[22]  Lu Zhang,et al.  Anomalies , 2005, Introduction to the Standard Model and Beyond.

[23]  Morina. Kurniawan,et al.  Common risk factors in the returns on stocks : empirical evidence from Singapore. , 2011 .

[24]  D. Papanikolaou Technological Innovation: Winners and Losers , 2014 .

[25]  Stefan Nagel,et al.  A Skeptical Appraisal of Asset-Pricing Tests , 2006 .

[26]  E. Fama,et al.  Industry costs of equity , 1997 .

[27]  Janice C. Eberly,et al.  Optimal Investment with Costly Reversibility , 1995 .

[28]  C. Conover,et al.  The Conditional CAPM Does Not Explain Asset-Pricing Anomalies , 2007 .

[29]  Pietro Veronesi,et al.  Habit formation, the cross section of stock returns and the cash-flow risk puzzle , 2010 .

[30]  Robert J. Gordon,et al.  The measurement of durable goods prices , 1991 .

[31]  J. Cochrane Production‐Based Asset Pricing and the Link Between Stock Returns and Economic Fluctuations , 1991 .

[32]  Lu Zhang,et al.  Equilibrium Cross Section of Returns , 2002, Journal of Political Economy.

[33]  Investment Based Valuation , 2008 .

[34]  Jonas D. M. Fisher Comment on 'Letting Different Views About Business Cycles Compete' , 2009 .

[35]  Per Krusell,et al.  The Role of Investment-Specific Technological Change in the Business Cycle , 2000 .

[36]  Janice C. Eberly,et al.  A Unified Model of Investment Under Uncertainty , 1993 .

[37]  Douglas L. Miller,et al.  Robust Inference with Multi-Way Clustering , 2006 .

[38]  Chang Lee News Shock and Long-Run Consumption Risk , 2013 .

[39]  Adlai J. Fisher,et al.  Corporate Investment and Asset Price Dynamics: Implications for the Cross-Section of Returns , 2003 .

[40]  Andrew B. Abel A Stochastic Model of Investment, Marginal Q and the Market Value of Thefirm , 1984 .

[41]  Brent R. Moulton The Expanding Role of Hedonic Methods in the Official Statistics of the United States , 2001 .

[42]  E. Fama,et al.  Size and Book-to-Market Factors in Earnings and Returns , 1995 .

[43]  Susanto Basu,et al.  Are Technology Improvements Contractionary? , 1998 .

[44]  S. Rebelo,et al.  Long-Run Policy Analysis and Long-Run Growth , 1990, Journal of Political Economy.

[45]  Per Krusell,et al.  Long-Run Implications of Investment-Specific Technological Change , 1995 .

[46]  Michele Boldrin,et al.  Habit Persistence, Asset Returns, and the Business Cycle , 2001 .

[47]  Lu Zhang,et al.  The Value Premium , 2002 .

[48]  Fumio Hayashi,et al.  TOBIN'S MARGINAL q AND AVERAGE q: A NEOCLASSICAL INTERPRETATION , 1982 .

[49]  Janice C. Eberly,et al.  Investment and Value: A Neoclassical Benchmark , 2008 .

[50]  E. Fama,et al.  Common risk factors in the returns on stocks and bonds , 1993 .

[51]  J. Campbell,et al.  By Force of Habit: A Consumption‐Based Explanation of Aggregate Stock Market Behavior , 1995, Journal of Political Economy.

[52]  Samuel Karlin,et al.  A First Course on Stochastic Processes , 1968 .

[53]  Toni M. Whited,et al.  Investment‐Based Expected Stock Returns , 2009, Journal of Political Economy.

[54]  Long Chen,et al.  An Alternative Three-Factor Model , 2011 .

[55]  J. Kingman A FIRST COURSE IN STOCHASTIC PROCESSES , 1967 .

[56]  Dimitris Papanikolaou,et al.  Organization Capital and the Cross-Section of Expected Returns , 2013 .