Measuring the Natural Rate Using Natural Experiments

Working Paper: NBER ID: w31760

Authors: Vernica Bckerperal; Jonathon Hazell; Atif R Mian

Abstract: Every month, a fraction of UK property leases are extended for another 90 years or more. We build a new dataset of thousands of these natural experiments from 2000 onwards to estimate the expected long term housing yield, y*. Starting from a level of 5.3%, y* starts to fall during the Great Recession, reaching a low of 2.8% in 2023. Real time data shows y* has not risen since 2021, despite rising shorter term yields. Cross-sectional estimates show that y* is higher in areas with more housing risk, and falls by more in areas with more inelastic housing supply.

Keywords: Natural Rate of Return; Leasehold Extensions; Natural Experiments; UK Housing Market

JEL Codes: E4; E40; E5; G5


Causal Claims Network Graph

Edges that are evidenced by causal inference methods are in orange, and the rest are in light blue.


Causal Claims

CauseEffect
leasehold extensions (R21)natural rate of return on capital (rk) (D33)
price changes of leasehold properties before and after lease extensions (K25)natural rate of return on capital (rk) (D33)
price before extension (D49)short-run value (D46)
price after extension (D49)short and long-run values (D46)
natural rate of return on capital (rk) remains unaffected by short-run shocks (G31)rk (Y60)
absence of pre-trends in prices (D41)parallel trends assumption (C32)
balance in hedonic characteristics between treatment and control groups (C90)parallel trends assumption (C32)
similar evolution of market rents (R31)parallel trends assumption (C32)
substantial decline in rk from approximately 4.8% to 2.3% (R11)long-term downward trend (E32)
robust and precise estimates of rk (C13)standard errors significantly lower than traditional time series estimates (C22)

Back to index