Close Menu

    Subscribe to Updates

    Get the latest creative news from FooBar about art, design and business.

    What's Hot

    French Director Boris Lojkine’s Portrait of Migrant’s Unseen Labor

    December 12, 2025

    Occupancy Rate Decreased 3.2% Year-over-year

    December 12, 2025

    FA Cup third round TV schedule, streams on BBC, TNT Sports

    December 12, 2025
    Facebook X (Twitter) Instagram
    Facebook X (Twitter) Instagram Vimeo
    Daily Western
    Subscribe Login
    • Western News
      • Culture
      • Politics
      • Economy
    • Sports
      • Football
      • basketball
    • Weather
    Daily Western
    • Home
    • About Us
    • Contact Us
    • Privacy Policy
    Home»Economy»q-theory in a Time of AI
    Economy

    q-theory in a Time of AI

    DailyWesternBy DailyWesternDecember 10, 2025No Comments3 Mins Read
    Facebook Twitter Pinterest LinkedIn Tumblr WhatsApp VKontakte Email
    q-theory in a Time of AI
    Share
    Facebook Twitter LinkedIn Pinterest Email


    A staple of mid-1980’s investment modeling, q-theory was an alternative to the Keynes’ marginal efficiency of capital or Jorgenson user cost of capital approaches. A version of q –the ratio of market value to replacement value of a corporation’s capital — was central in Summers’ 1981 BPEA paper modeling corporate investment behavior. And yet, q-theory is now almost completely absent from recent discussion of the level of capital investment (in contrast to the debate nearly two decades ago). Why? First a picture of q, the market price relative to replacement cost of physical capital.

    q-theory in a Time of AI

    Figure 1: Tobin’s q (blue), and detrended Tobin’s q (tan) for the nonfinancial corporate sector. Detrended q calculated by regressing Tobin’s q on stock of intellectual property products, linearly interpolated from annual data. NBER defined peak-to-trough recession dates shaded gray. Source: Fed Flow of Funds via FRED, BEA, NBER, and author’s calculations.

    Tobin’s q is closing in on 2 in 2025Q2, while it only reached about 1.5 at the peak of the dot.com boom.

    Chirinko (JEL1993) reviews the various models of investment, and of q, notes that average q (which can in principal be calculated) equals marginal q (which is unobservable) if  (1) markets are perfectly competitive, (2) production and adjustment cost technologies are linearly homogeneous, (3) capital is perfectly homogeneous, and (4) investment decisions are largely separate from other real and financial decisions.

    Needless to say, in an era of AI and some capital is intangible, average q is likely to be mismeasured, and even more unlikely to be representative of marginal q. Assuming the degree of mismeasurement of average q is due to intangibles which can be proxied by intellectual property products (IPP), R&D and software (BEA [1] [2]), then one obtains the measure shown as the brown line in Figure 1. (It should be noted that the rate at which intangibles depreciate is unclear, depending on innovation and excludability (Crouzet et al.2022)so the net impact on the intangibles capital stock is unclear; also IPP does not include “organizational capital” etc.)

    In 2025Q2, detrended q is then lower than it was in 2000Q1 (1.35 vs. 1.54). I’d like to say this means the market’s valuation of the capital stock is not excessively high, but in actuality detrending using log stock of IPP is pretty close to linear (deterministic) detrending, and this is a dangerous thing to do when q looks like an I(1) process (one can’t reject the null hypothesis of unit root).

    Figure 2: Tobin’s q (blue, left scale), and log stock of intellectual property products (tan, log right scale) for the nonfinancial corporate sector, linearly interpolated from annual data. NBER defined peak-to-trough recession dates shaded gray. Source: Fed Flow of Funds via FRED, BEA, NBER, and author’s calculations.

    So, we are forced to look elsewhere for insights into what the level of investment should be (forward P/E’s or CAPE maybe).

    qtheory time
    Share. Facebook Twitter Pinterest LinkedIn Tumblr WhatsApp Email
    Previous ArticleTottenham vs Slavia Prague Highlights and Goals
    Next Article Michael McGrath and Georgi Georgiev discussed the development of a new European strategy to combat drug trafficking and organized crime
    DailyWestern
    • Website

    Related Posts

    Occupancy Rate Decreased 3.2% Year-over-year

    December 12, 2025

    Sam’s Links: Holiday Edition

    December 12, 2025

    Further Deceleration in Nowcasted “Core GDP”

    December 12, 2025

    Homeowners With Negative Equity Increasing

    December 11, 2025
    Leave A Reply Cancel Reply

    Demo
    Our Picks

    Richard Jefferson picks Karl Malone over Charles Barkley

    August 5, 2025
    • Facebook
    • Twitter
    • Pinterest
    • Instagram
    • YouTube
    • Vimeo
    Don't Miss
    Politics

    French Director Boris Lojkine’s Portrait of Migrant’s Unseen Labor

    By DailyWesternDecember 12, 20250

    Souleymane is a bike courier. From daybreak to the dead of night, he ferries takeout…

    Occupancy Rate Decreased 3.2% Year-over-year

    December 12, 2025

    FA Cup third round TV schedule, streams on BBC, TNT Sports

    December 12, 2025

    Midwest and Northeast will see warmer temperatures at the end of December

    December 12, 2025

    Subscribe to Updates

    Get the latest creative news from SmartMag about art & design.

    About Us
    About Us

    Welcome to Dailywestern.news your reliable source for real-time updates on Western affairs, sports highlights, and global weather insights.

    Our Picks

    Ro Khanna on Elon Musk, Donald Trump, and China

    June 5, 2025

    How the Trump-backed policy bill rolls back Obamacare

    June 5, 2025

    Greg Mankiw’s Blog: Stanley Fischer

    June 5, 2025
    New Comments
      Facebook X (Twitter) Instagram Pinterest
      • Home
      • About Us
      • Contact Us
      • Privacy Policy
      © 2025. All Rights Reserved by Dailywestern.

      Type above and press Enter to search. Press Esc to cancel.

      Sign In or Register

      Welcome Back!

      Login to your account below.

      Lost password?