Momentum and House Price Growth in the United States: Anatomy of a Bubble

This article analyzes the bubble in property values across cities in the United States from 1999 through 2005. We find evidence of momentum in house price growth (relative to growth in rents) away from the underlying fundamentals throughout the 1980–2005 period; however, momentum increased after 1999. We find that the bubble happened mostly after 2003; it was for a relatively short period and was characterized by a series of positive, seemingly random, shocks that were associated with the surge in the subprime market and the decline in short‐term interest rates. Before that price changes were reasonably well explained by the fundamentals, particularly the decline in long‐term interest rates in the early part of the bubble period. We do not find evidence of a tendency for prices relative to rents to revert to a long‐run trend.     

The Borrower's Perceived Risk in Mortgage Choice

We investigate how borrowers perceive the risk in the adjustable rate mortgage (ARM) versus fixed rate mortgage (FRM) choice. We develop a mortgage choice model where the coefficient on the long‐term bond risk premium is conditional on the borrower's perceived risk. We show that the perceived risk fluctuates over time according to the short‐term interest rate level and housing market conditions. We find that when the short‐term rate level is high (low), the borrowers perceive low (high) risk of a short‐term rate rise, thus opting for ARMs (FRMs). Also, during a down housing market they become more risk‐averse perceiving higher risk in choosing ARMs. The perceived risk level alters the borrowers’ sensitivity to the long‐term bond risk premium.     

Why Do REIT Returns Poorly Reflect Property Returns? Unrealizable Appreciation Gains due to Trading Constraints as the Solution to the Short‐Term Disparity

This study addresses the short‐term disparity between REIT returns and direct property returns, and argues that this phenomenon is due to the trading constraints in the direct property market imposed on REITs (the dealer rule). This renders REITs unable to time markets in order to realize short‐term property appreciation profits, making REITs primarily a property income investment rather than a full property investment, and explains the observed disparity. Empirically, I find that REIT returns consistently reflect property income returns, but not property appreciation returns. This makes this study the first in the literature to find a consistent link between REIT returns and any portion of direct property returns at short time horizons, in the context of a linear factor model. I then set up a natural laboratory to test the trading‐constraints explanation by examining the appreciation dependence of different types of REITs, which should be differently affected by the trading constraints. I find that returns to UPREITs, which are less affected by the constraints, have a stronger appreciation dependence than returns to regular REITs. I also perform a size test and find that large REITs, which are less affected by the constraints, have a stronger appreciation dependence than small REITs. When testing the effects of UPREIT and size characteristics simultaneously, I find a consistent UPREIT effect. I further find that Real Estate Operating Companies (REOCs), which are not subject to trading constraints, show short‐term property appreciation dependence. These findings offer strong support for the trading‐restrictions explanation.     

Catch Animal Spirits in Auction: Evidence from New Zealand Property Market

Following the animal spirits theory proposed by Akerlof and Shiller, this article contributes to behavior economics by investigating the possibility of using auction sales data to capture evidence of irrational exuberance in the housing market. Using the monthly percentages of residential property auction sales for Auckland, Wellington and Christchurch regions in New Zealand from 2006 to 2015, and the exuberance testing method proposed by Phillips, Shi and Yu, we find that animal spirits have been developing in the Auckland housing market since 2013, but not in other regions. When compared to the results based on price‐to‐rent ratios, auction sales provide more meaningful results for identifying market‐wide irrational exuberance at an early stage. The causality test on price‐to‐rent ratios and auction sales volume shows that asset prices and animal spirits influence each other in the short run. In the long run, prices have significant effect on animal spirits, but not vice versa.     

我国商品房市场量价关系的实证分析

目前对房地产市场的研究主要集中于房价,而对量价关系的研究较少。鉴于此,文章利用1998～2008年的全国商品房季度数据,对我国商品房市场量价关系进行实证研究,并得出以下结论：从长期来看,我国商品房市场的交易量与价格之间存在协整关系;因果检验显示交易量是价格的格兰杰原因,反之则不成立;通过脉冲响应函数发现外界冲击导致了量价的一致波动且交易量对外界冲击的响应比房价更敏感。     

Why Do Sellers Hold Out in the Housing Market? An Option‐Based Explanation

In the residential housing market, home owners are reluctant to sell in a declining market. We build a model which focuses on the embedded call option associated with home ownership that allows owners to delay the (irreversible) sale. When prices are low, the (opportunity) cost of a sale, i.e., a higher implied gain from a future sale, likely exceeds its immediate trade benefit and an owner is better off waiting for market conditions to improve. The model also highlights the importance of supply conditions: a more constrained supply is associated with a longer delay. Using state‐level residential housing data, we find evidence consistent with the model. Transaction volume is increasing (decreasing) in the rental growth rate (volatility) in the cross section; their effects are amplified in areas with low supply elasticities, and in times with low market prices. Overall, this paper provides a rational explanation for delayed trading decisions in the housing market.     

House Search Duration in Hot and Cold Residential Markets

This study analyzes the determinants of house search duration of consumption‐driven buyers and individual investors in different housing market environments. We use data from surveys of recent house‐buyers in “hot” and “cold” housing markets in the 2000s housing bubble in California characterized by rising and declining residential house prices, respectively. The average house price and the surveyed geographical area are the same for both periods. Expected house ownership horizon is shown to be an important determinant of the realized search duration in addition to commonly considered housing and buyer characteristics. We find a statistically significant positive effect of it on the time until purchase in both housing price environments for consumption‐driven buyers. We also find that consumption‐driven house purchases were highly pronounced in coastal areas in the hot market and inland areas in the cold market. In contrast, long‐horizon investment activity leads that of consumption activity in those areas. Short‐horizon investors, on the other hand, concentrated their house search activity in inland areas in both housing market environments.     

Can Tightness in the Housing Market Help Predict Subsequent Home Price Appreciation? Evidence from the United States and the Netherlands

This article assesses the predictive power of variables that measure market tightness, such as seller's bargaining power and sale probabilities, on future home prices. Theoretical insights from a stylized search‐and‐matching model illustrate that such indicators can be associated with subsequent home price appreciation. The empirical analysis employs listings data on residential units offered for sale through a real estate broker in the Netherlands and for certain U.S. regions. Individual records are used to construct quarterly home price indices, an index that measures seller's bargaining power and (quality‐adjusted) home sale probabilities. Using conventional time‐series models we show that current sale probabilities and bargaining power can significantly reduce home price appreciation forecast errors and help to predict turning points in local area housing markets. The measures and approaches in this article help to demonstrate ways in which researchers and practitioners can leverage listings data to gain knowledge about the current and future state of the housing market.     

Effizientes Engpassmanagement zur Schaffung eines europäischen Strombinnenmarktes — die Rolle von finanziellen Übertragungsrechten

This paper assesses possible market designs for cross border electricity trading. The methodical approach is to split up and evaluate cross border trading into a long term and a short term perspective in a first step and afterwards reunite the two perspectives to find an optimal market design. Two possible congestion management systems are considered for each timeframe. After establishing test criteria, efficient long and short term congestion management systems are identified. As a next step the optimal solution out of the four integrated market designs is identified. These findings are followed by an analysis of the prerequisites for the implementation of the optimal market design. The paper arrives at the conclusion that the optimal market design for cross border electricity trade depends on the development of the electricity market and needs to be adapted in accordance with the actual maturity of the electricity market.     

Long‐Term Growth in Housing Prices and Stock Returns

A firm's long‐term stock returns are negatively related to past growth in housing prices in the state where the firm is located. The housing price effect is persistent and robust to controlling for the long‐term stock return reversal effect, changes in mortgage interest rates across the states, cyclicality in housing prices and overall local economic conditions. There is no evidence that extant asset pricing models can adequately explain the effect. The study discusses potential explanations for, and the implications of, the cross‐regional housing price effect.     

Managing Mortgage Interest-Rate Risks in Forward, Futures, and Options Markets

This article reviews the Housing Commission's perspective and recommendations on management of interest-rate risks in housing finance, and considers the relative advantages of various techniques by which institutions on the supply side of mortgage markets can absorb or shift such risks. It is argued that exchange-based options can provide a more reliable way than cash forward contracting for originators or purchasers of mortgages to manage commitment-period risk, but that commitment fees charged household borrowers should not fully correspond to premiums for put options "traded" on the exchanges. It also is argued that exchange-based futures can provide a more effective and economical way than asset-liability maturity matching in cash markets for thrift institutions to manage portfolio interest-rate risks; in particular, futures trading can permit these institution to meet the maturity preferences of liquidity-conscious creditors and risk-averse borrowers, to reduce the risk associated with unexpected shifts of the yield curve, and to maintain a higher degree of asset quality. The capacity of futures markets to handle large-scale hedging by mortgage market participants will depend upon heavy participation by highly leveraged speculators who are willing to take long positions without the receipt of substantial risk premiums from hedgers.     

国际油价冲击与中国的经济增长——基于非对称关系视角的分析

本文基于季度数据，引入非对称协整模型，考察国际油价与中国经济增长的动态关系，并鉴于油价波动对不发达经济体可能的冲击，还测度了油价的不确定性并探析其对经济增长的影响，结果表明：（1）从短期来看，国际油价变化是国内经济增长的单向Granger原因，“中国因素”对全球油价变化的影响尚不明显；（2）从长期来看，国际油价和经济增长具有非对称协整关系，油价上涨对经济的影响明显大于油价下跌所产生的效应；（3）国际石油市场存在正反馈交易行为，导致油价波动在油价上涨时表现更加明显。油价不确定性在短期内对经济增长存在负面影响，长期中则不会显著影响经济增长。以上结果意味着必须高度重视石油安全问题，加强油价波动预警与风险管理系统。     

The Impact of the Taxpayer Relief Act of 1997 on Housing Turnover in the U.S. Single‐Family Residential Market

The Taxpayer Relief Act of 1997 (TRA97) replaced a one‐time, post‐age‐55 capital gain exclusion with a larger gain exclusion amount that could be protected every two years without requiring that the taxpayer trades up in housing. This action had the potential to impact housing transactions for every existing homeowner, regardless of age, as well as future purchasers of housing. We analyze household‐level data to determine if the repeated ability to exclude periodic recognized capital gains on housing from taxation shortened housing tenure significantly after TRA97 became effective. We next consider whether the decline was heterogeneous across age groups, across trading up and trading down and across geography. Given that the impact of TRA97 appears at first glance to be most profound for taxpayers close to 55 years of age, a somewhat surprising result of our research is that significant decreases in tenure are pervasive, appearing in all age ranges and in samples of homeowners who trade up and who trade down. Finally, we provide additional evidence at the aggregate level that TRA97 led to measurable changes in the price elasticity of housing turnover in the four geographic regions defined by the U.S. Census Bureau (Northeast, Midwest, South and West) and in states that are home to large metropolitan housing markets.     

To Sell or Not to Sell: Measuring the Heat of the Housing Market

Combining list‐price, sale‐price and time‐on‐the‐market data, we estimate an index that summarizes housing market conditions and that has a direct economic interpretation. The index measures seller's bargaining power in a structural search model of home seller behavior. Structural estimation uncovers an analytical relationship between reduced form coefficients of hedonic and marketing‐time equations and structural parameters. Thus, the index can be estimated using individual‐level or aggregate data. Using housing transactions data from the Washington, D.C., area, we show that index trends coincide with the up and downturns in home appreciation rates and with popular perceptions about the “heat” of the market.     

The Economics of Style: Measuring the Price Effect of Neo‐Traditional Architecture in Housing

Vintage effects have received considerable attention from economists in the context of house prices. Although strongly related, the impact of architectural building styles on prices has not been studied yet. Using a cross‐sectional hedonic price analysis including building styles of recently developed homes in the Netherlands we find a significant price premium for housing with neo‐traditional architecture. Extensive intervention by local authorities on the supply side of the housing market seems the most probable explanation of this effect. The decreasing price premium over time reflects the impact of supply restrictions on price, but also indicates that style does matter.     

Speculative storage in imperfectly competitive markets

Markets for many commodities are characterized by imperfectly competitive production as well as substantial storage by speculators who are attracted by significant price volatility. We examine how speculative storage affects the behavior of an oligopoly producing a commodity for which demand is subject to random shocks. Speculators compete with consumers when purchasing the commodity and then subsequently compete with producers when selling their stocks, resulting in two opposing incentives: on the one hand, producers would like to increase production to capture future sales in advance by selling to speculators; while on the other hand, they would like to withhold production to deter speculation, thereby eliminating the additional supply from speculators in future periods. We find that the incentive to sell to speculators can be quite strong, potentially resulting in prices sufficiently high to drive consumers from the market. Furthermore, these incentives are non-monotonic in the number of producers: speculative storage occurs more frequently in a relatively concentrated oligopoly than in the extremes of monopoly or perfect competition.     

Do Homeowners Mark to Market? A Comparison of Self‐Reported and Estimated Market Home Values During the Housing Boom and Bust

This article examines homeowners’ self‐reported values in the American Housing Survey and the Health and Retirement Study from the start of the recent housing price run‐ups through recent price declines. We compare ZIP‐Code‐level market‐based estimates of housing prices to those derived from homeowners’ self‐reported values. We show that there are systematic differences which vary with market conditions and the amount of equity owners hold in their homes. When prices have fallen, homeowners systematically state that their homes are worth more than market estimates suggest, and homeowners with little or no equity in their homes state values above the market estimates to a greater degree. Over time, homeowners appear to adjust their assessments to be more in line with past market trends, but only slowly. Our results suggest that underwater borrowers are likely to understate their losses and either may not be aware that their mortgages are underwater or underestimate the degree to which they are.     

Hedging House Price Risk in China

The increasing risk associated with China's housing prices is globally recognized. However, hedging this risk is challenging because of a lack of financial derivatives on China's housing assets. We suggest that the short sale of futures contracts for construction raw materials, i.e., iron ore or/and steel, can act as useful tools to hedge the systematic risk of China's new home price. We first present evidence that there is a strong and stable correlation between changes in China's housing prices and global steel/iron ore prices. Using a hedging strategy model, we then show that, during the sample period between 2009 and 2015, 20.6% of the total unpredicted variance in Chinese housing prices can be hedged by shorting rebar and iron ore futures. We further examine this strategy with an event study based on the announcement of the “home‐purchase restriction” policy in April, 2010. The cumulative abnormal returns show that both steel and iron ore prices reacted significantly to this negative shock, and therefore the proposed strategy could substantially help investors offset losses in the housing market. We finally provide some evidences that this strategy can also help investors in specific regional housing markets, or the resale housing markets.     

Housing Supply,Land Costs and Price Adjustment

We analyze relationships between housing supply elasticities, land costs and house price dynamics, contributing three main insights. First, higher housing supply elasticities help contain short‐run price spikes following demand shocks. Second, land price dynamics influence this relationship; supply responses are lessened and house price spikes are exacerbated as land prices increase. Third, we estimate a system of regional equations modeling housing supply using a Tobin's‐q specification (incorporating construction and land costs) and show that regional price dynamics are a function of the region's supply elasticity.     

The Impact of Leveraged and Inverse ETFs on Underlying Real Estate Returns

Leveraged and inverse ETFs (LETFs) were introduced in 2006. By 2008 there was concern that the requirement of LETFs to rebalance near the close might have a significant impact on the prices of the stocks in the underlying indexes. We examine the impact of trading activity induced by six real estate‐related LETFs on the late‐day price dynamics of 63 real estate sector stocks. Through a comparison of sample and control stocks and through a regression model of LETF rebalancing, we find that these LETFs significantly impact the prices of component stocks, increase their volatility and contribute to price momentum.