Inclusive Growth

Global Housing Watch

Forecasting Forum

Energy & Climate Change

Cyclical asymmetries and spatialdependence in Okun’s Law: global evidence from 163 countries

From a paper by Maridueña-Larrea, Ángel and Martín-Román, Ángel L:

“This study assesses the empirical validity, heterogeneity, and spatial dependence of Okun’s Law
in a global setting. Using annual data for 163 countries over the period 1992–2023, we estimate
country-specific unemployment–output elasticities under two standard specifications (output-gap
and first-difference models) and allow for cyclical asymmetries by distinguishing expansionary and
recessionary phases. The results indicate that Okun’s coefficient is negative and statistically
significant in most countries, although its magnitude is highly heterogeneous and varies
systematically across income groups. Controlling for the common 2020 shock (COVID-19) does
not meaningfully alter statistical significance for most countries, but it generates economically
relevant shifts in the coefficient’s magnitude for a non-negligible subset, thus improving
cross-country comparability. We also document pronounced asymmetry: elasticities are, on
average, stronger during recessions than expansions, particularly among middle- and high-income
economies. Moran’s I statistics reveal positive and significant spatial autocorrelation in cyclical
sensitivities across alternative k-nearest-neighbour weighting matrices, with stronger dependence
during recessions. These findings motivate the design of countercyclical labour-market policies
tailored to structural heterogeneity and coordinated regionally during downturns.”

From a paper by Maridueña-Larrea, Ángel and Martín-Román, Ángel L:

“This study assesses the empirical validity, heterogeneity, and spatial dependence of Okun’s Law
in a global setting. Using annual data for 163 countries over the period 1992–2023, we estimate
country-specific unemployment–output elasticities under two standard specifications (output-gap
and first-difference models) and allow for cyclical asymmetries by distinguishing expansionary and
recessionary phases. The results indicate that Okun’s coefficient is negative and statistically
significant in most countries,

Read the full article…

Posted by at 6:07 AM

Labels: Inclusive Growth

Global Housing Watch

On cross-country:

  • House prices up by 5.1% in the euro area – Eurostat
  • EU house prices soar 65% over a decade, rents lag behind – The Brussels Times 
  • How can African cities fund growth? Astrid Haas joins us to discuss why African cities are so fiscally constrained, and what reforms in Mexico, the Philippines, and Sierra Leone can teach us. – Ideas in Development  
  • New study reveals why housing booms and busts are built into the system. Some policies make it easy – and tempting – for people to gamble on rising house prices – King’s College London


Working papers and conferences:


On other countries:  

  • [Canada] Toronto Home Prices Slip Back to 2020 Levels as Turmoil Lingers – Bloomberg
  • [Mongolia] Improving Housing Can Create Jobs in Mongolia’s Cities – World Bank
  • [United Kingdom] Stagflation fears demolish confidence in UK housing. Shares across the sector are taking a beating – FT
  • [United Kingdom] Renters’ Rights Act brings big changes to UK property market. New rules aim to provide safety and security for tenants, but landlords are anxious – FT
  • [United Kingdom] UK house prices fall in March as uncertainty over Middle East war weighs on demand. Halifax reports market slowdown as mortgage rates rise – FT
  • [United Kingdom] UK house prices fall in March amid uncertain impact of Middle East conflict. Average price dips back below £300,000 after higher energy costs have knock-on effect on mortgage rates – The Guardian
  • [United Kingdom] The hangover from Britain’s student housing boom. Concerns about affordability and community impact are mounting, even as purpose-built accommodation gains traction elsewhere – FT  

On cross-country:

  • House prices up by 5.1% in the euro area – Eurostat
  • EU house prices soar 65% over a decade, rents lag behind – The Brussels Times 
  • How can African cities fund growth? Astrid Haas joins us to discuss why African cities are so fiscally constrained, and what reforms in Mexico, the Philippines, and Sierra Leone can teach us. – Ideas in Development  
  • New study reveals why housing booms and busts are built into the system.

Read the full article…

Posted by at 5:00 AM

Labels: Global Housing Watch

US Housing View – April 10, 2026

On prices, rent, and mortgage:    

  • April ICE Mortgage Monitor: “Annual home price growth was 0.4% in March” – Calculated Risk
  • Inflation Adjusted House Prices 2.3% Below 2022 Peak. Price-to-rent index is 9.7% below 2022 peak – Calculated Risk


On sales, permits, starts, and supply:    

  • America Underbuilt Inc.: The Supply Side of the U.S. Housing Challenge – St Louis Fed
  • 1st Look at Local Housing Markets in March – Calculated Risk


On other developments:    

  • How a population boom changed North Dakota’s housing markets. Latest data show signs that pre-boom affordability levels haven’t returned everywhere – Minneapolis Fed
  • Housing market trends favor home shoppers, but Iran war clouds the outlook for mortgage rates – AP
  • Where the New Houses Are—and What That Says About Growth – Barron’s
  • Congress is threatening a leading source of single-family homes. A great, bipartisan housing bill could undermine its own objective. – Washington Post
  • Mamdani pledged affordable New York housing in his campaign. How is that going? Mayor’s decision to appeal court order that the city must expand its housing voucher program has angered advocates for the homeless – The Guardian
  • The housing crisis is a storytelling problem. NIMBY activists dominate the narrative. Pro-housing voices need new themes. – Fast Company
  • Event: Bridging the Gap: Unlocking Strategies to Boost Housing Supply on May 4 – Milken Institute
  • The Solution to the Housing Crisis That Nobody Has Fixed Yet – Realtor.com 
  • This might be the best time to buy a home in years, depending on where you live. A new report shows most major housing markets are no longer dominated by sellers. But rising mortgage rates could offset gains. – Fast Company
  • Average Single-Family Home Property Tax Bill Rose 3 Percent in 2025 – ATTOM
  • Buyers are entering housing market later in life. Affordability issues, supply crunch mean people are older when they purchase their first homes. – Washington Post

On prices, rent, and mortgage:    

  • April ICE Mortgage Monitor: “Annual home price growth was 0.4% in March” – Calculated Risk
  • Inflation Adjusted House Prices 2.3% Below 2022 Peak. Price-to-rent index is 9.7% below 2022 peak – Calculated Risk

On sales, permits, starts, and supply:    

  • America Underbuilt Inc.: The Supply Side of the U.S. Housing Challenge – St Louis Fed
  • 1st Look at Local Housing Markets in March – Calculated Risk

On other developments:    

  • How a population boom changed North Dakota’s housing markets.

Read the full article…

Posted by at 5:00 AM

Labels: Global Housing Watch

Employment protection legislation and macroeconomic outcomes: channels of influence

From a paper by Marta Sordyl:

“The findings confirm that labour demand is the dominant channel of EPL influence,
but productivity, labour supply, and efficiency effects are also important in determining
macroeconomic and social outcomes. EPL influences economic performance not only by
regulating job security but also by shaping incentives for innovation, organizational change,
and resources use. By integrating these wider mechanisms, the study provides a more comprehensive
understanding of EPL’s role in the economy. It contributes to policy debates by
highlighting that EPL should be assessed not solely in terms of labour market flexibility, but
also with regard to its broader implications for efficiency, equity, and welfare.”

From a paper by Marta Sordyl:

“The findings confirm that labour demand is the dominant channel of EPL influence,
but productivity, labour supply, and efficiency effects are also important in determining
macroeconomic and social outcomes. EPL influences economic performance not only by
regulating job security but also by shaping incentives for innovation, organizational change,
and resources use. By integrating these wider mechanisms, the study provides a more comprehensive
understanding of EPL’s role in the economy.

Read the full article…

Posted by at 8:50 PM

Labels: Inclusive Growth

Carbon Pricing and Inflation Expectations

From a paper by Michael D. Bauer, Diego R. Känzig, and Glenn D. Rudebusch:

“Putting a price on carbon emissions helps mitigate climate change but may also raise overall price
inflation. Using high-frequency event studies based on regulatory news in the European carbon market,
we show that carbon price surprises generate significant increases not only in energy futures prices,
but also in inflation swap prices and breakeven inflation rates. These measures of market-based
inflation expectations respond positively at both short and long horizons, with significant effects up to
ten years out. Such long-lived inflationary consequences of climate policy are relevant for central
banks. However, despite the sustained increases in market-based inflation expectations, forwardlooking
nominal interest rates show no meaningful response to the carbon policy shocks, suggesting
that investors do not anticipate that the European Central Bank will lean against the inflationary effects
of higher carbon prices.”

From a paper by Michael D. Bauer, Diego R. Känzig, and Glenn D. Rudebusch:

“Putting a price on carbon emissions helps mitigate climate change but may also raise overall price
inflation. Using high-frequency event studies based on regulatory news in the European carbon market,
we show that carbon price surprises generate significant increases not only in energy futures prices,
but also in inflation swap prices and breakeven inflation rates.

Read the full article…

Posted by at 8:47 PM

Labels: Forecasting Forum

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