Showing posts with label Global Housing Watch. Show all posts
Monday, August 1, 2022
From a new IMF working paper by Yang Liu, Di Yang, and Yunhui Zhao:
“Inflation has been rising during the pandemic against supply chain disruptions and a multi-year boom in global owner-occupied house prices. We present some stylized facts pointing to house prices as a leading indicator of headline inflation in the U.S. and eight other major economies with fast-rising house prices. We then apply machine learning methods to forecast inflation in two housing components (rent and owner-occupied housing cost) of the headline inflation and draw tentative inferences about inflationary impact. Our results suggest that for most of these countries, the housing components could have a relatively large and sustained contribution to headline inflation, as inflation is just starting to reflect the higher house prices. Methodologically, for the vast majority of countries we analyze, machine-learning models outperform the VAR model, suggesting some potential value for incorporating such models into inflation forecasting.”
From a new IMF working paper by Yang Liu, Di Yang, and Yunhui Zhao:
“Inflation has been rising during the pandemic against supply chain disruptions and a multi-year boom in global owner-occupied house prices. We present some stylized facts pointing to house prices as a leading indicator of headline inflation in the U.S. and eight other major economies with fast-rising house prices. We then apply machine learning methods to forecast inflation in two housing components (rent and owner-occupied housing cost) of the headline inflation and draw tentative inferences about inflationary impact.
Posted by 8:18 AM
atLabels: Global Housing Watch
From a VoxEU post by Sahil Gandhi, Matthew Kahn, Rajat Kochhar, Somik Lall, and Vaidehi Tandel:
“Climate change is increasing the frequency and intensity of disasters, but the ability to cope varies widely across the globe. This column examines how city death tolls and economic activity are affected by flooding. Richer places with the resources and infrastructure to cope with disasters tend to be more resilient. Compared to cities in low-income countries, those in high-income countries suffered fewer deaths per disaster, adapted over the years to better mitigate the effects of flooding, and recovered faster from economic damage.
The major floods in India and Australia in 2022 have once again drawn attention to the destructive capacity of disasters. Climate change is likely to increase the frequency and intensity of these shocks. At the same time, the ability to cope with disasters will vary widely across places and over time. The living conditions of households in India are very different from those in Australia. In India, a large proportion of urban households live in slums on hillslopes or other unsafe areas. The impact of similar disasters would be different for the two countries. Given that a majority of people around the world now live in cities, it is important to measure the vulnerability and adaptive capacity of such productive areas to disasters.
Research on the impact of extreme weather predicts that the developing world, especially the poor and vulnerable populations, will be disproportionately affected (Mendelsohn et al. 2000, Mendelsohn et al. 2006, Tol 2009).
In our new paper (Gandhi et al. 2022), we use data on floods for 9,468 cities in 175 countries to examine the differential impact of floods on cities in high- and low-income countries. We combine monthly night light (VIIRS) data for these cities from 2012 to 2018 with a global dataset of geocoded disasters. Figure 1 shows that after a flood event, night lights fall and then recover. Floods disrupt life in cities through temporary power failures, disruption of essential services, damage to property, and temporary closure of offices and factories. These are reflected in the lights seen at night (Kocornik-Mina et al. 2016).”
Continue reading here.
From a VoxEU post by Sahil Gandhi, Matthew Kahn, Rajat Kochhar, Somik Lall, and Vaidehi Tandel:
“Climate change is increasing the frequency and intensity of disasters, but the ability to cope varies widely across the globe. This column examines how city death tolls and economic activity are affected by flooding. Richer places with the resources and infrastructure to cope with disasters tend to be more resilient. Compared to cities in low-income countries,
Posted by 8:14 AM
atLabels: Global Housing Watch
Sunday, July 31, 2022
From Joseph Politano (Apricitas Economics):
“America has an acute shortage of housing. Its largest and most prosperous cities impede, restrict, or forbid large amounts of construction, and since the Great Recession output of suburban single-family homes has remained depressed. Real rents increased at the fastest pace in history during the late 2010s, housing vacancy rates remain near historic lows, and record numbers of young Americans live with their parents due to housing unaffordability.
For the better part of the that last decade, home prices in America have been on a slow march upwards as higher wages and employment levels mixed with structural under-construction. The pandemic sent the housing market into overdrive—work from home supercharged demand for residential living spaces, changing migration patterns upended local housing markets, lower mortgage rates pushed up prices, and supply-chain issues impeded construction projects.
Now, the focus of the Federal Reserve is on constraining credit in order to combat inflation. That’s manifested in higher interest rates across the curve, including higher mortgage rates. In fact, mortgage rates are now higher than at any point since 2010, though they have pulled back a bit from their recent jump to almost 6%. Those higher mortgage rates are turning the housing market upside down—dropping mortgage applications, pulling down homebuilder sentiment, weighing on prices, and crushing housing starts. This mixture of higher rates, strong employment and wage growth, and supply deficiencies is unprecedented in the American housing market.
Critically, the movements in mortgage rates are unique in modern American history for both their size and speed. After hitting an all time low of 2.6% in early 2021, the average 30-year fixed mortgage rate surged to 5.8% by January 2022 before sliding back to their current levels. Still, the last time mortgage rates were this high was late 2008.”
Continue reading here.
From Joseph Politano (Apricitas Economics):
“America has an acute shortage of housing. Its largest and most prosperous cities impede, restrict, or forbid large amounts of construction, and since the Great Recession output of suburban single-family homes has remained depressed. Real rents increased at the fastest pace in history during the late 2010s, housing vacancy rates remain near historic lows, and record numbers of young Americans live with their parents due to housing unaffordability.
Posted by 7:27 AM
atLabels: Global Housing Watch
Friday, July 29, 2022
On cross-country:
On the US:
On China:
On other countries:
On cross-country:
On the US:
Posted by 5:00 AM
atLabels: Global Housing Watch
Friday, July 22, 2022
From the IMF’s latest report on Singapore:
“Driven by strong demand, the private residential housing market runs the risk of diverging further from fundamentals, while commercial real estate is recovering following a few slow years due to the pandemic. House price inflation exceeding pre-COVID trends reflects strong dwelling demand driven by a shift to working from home, changes in domestic household formation with more single home households, increase in foreign demand, low real lending rates and constrained supply exacerbated by the pandemic. Some moderation in price growth occurred during the first quarter of 2022 (…). At close to 90 percent, Singapore already has one of the highest home ownership rates, implying that housing demand is principally being driven by non-residents and resident search for yield activity. Staff analysis suggests that private residential house prices are currently above long-term fundamentals. 13,14 Following a sharp decline in prices in 2020, commercial real estate showed signs of recovery in 2021, with prime office rents rising. However, prices in this segment remain below their pre-pandemic levels.
The authorities recently tightened macroprudential measures to cool buoyancy in private and public residential real estate markets, complemented by supply-side measures. Systemic risk is elevated but centered mostly in private residential real estate markets, with key macro-financial transmission channels operating through: (i) an elevated level of household debt, which peaked at 71 percent of GDP during the pandemic, about three quarters of which is secured against real estate; (ii) a high share of mortgages with fixed rates for 3 years or less before transitioning to floating rates; (iii) strong foreign demand sustaining private residential valuations; and (iv) property market related loans representing a third of banks’ total loans by end-2021. Stable average LTV and DS ratios, normally based on conservative interest rate assumptions, are mitigating factors. Recent measures to moderate residential property prices included (i) raising the Additional Buyer’s Stamp Duty (ABSD) rates (text table), (ii) tightening the total debt servicing ratio (TDSR) from 60 to 55 percent, and (iii) tightening the loan to value (LTV) limit for loans from HDB from 90 to 85 percent to encourage greater financial prudence. Based on MAS’ estimates, the resident credit-to-GDP gap was 10.6 percent in Q1 2021 but has since moderated to 0 percent. The authorities have also issued advisories urging prudence in new loan origination, particularly for property purchases. These and other measures complement plans to raise the supply of public and private housing with the Housing and Development Board targeting to raise public flat supply by 35 percent in 2022 and 2023.”
From the IMF’s latest report on Singapore:
“Driven by strong demand, the private residential housing market runs the risk of diverging further from fundamentals, while commercial real estate is recovering following a few slow years due to the pandemic. House price inflation exceeding pre-COVID trends reflects strong dwelling demand driven by a shift to working from home, changes in domestic household formation with more single home households, increase in foreign demand,
Posted by 8:14 AM
atLabels: Global Housing Watch
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