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The Effect of a Second Home Construction Ban on Real Estate Prices Evidence from Switzerland using the Synthetic Control Method Daniel Steffen 1 Department of Economics Center for Regional Economic Development University of Bern Swiss Real Estate Research Congress, Zürich March 29, 2019 1 [email protected], +41 31 631 33 84 1/13

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Page 1: The Effect of a Second Home Construction Ban on Real Estate …... · 2019-04-08 · on Real Estate Prices Evidence from Switzerland using the Synthetic Control Method Daniel Steffen1

The Effect of a Second Home Construction Ban

on Real Estate PricesEvidence from Switzerland using the Synthetic Control Method

Daniel Steffen1

Department of EconomicsCenter for Regional Economic Development

University of Bern

Swiss Real Estate Research Congress, ZürichMarch 29, 2019

[email protected], +41 31 631 33 841/13

Page 2: The Effect of a Second Home Construction Ban on Real Estate …... · 2019-04-08 · on Real Estate Prices Evidence from Switzerland using the Synthetic Control Method Daniel Steffen1

IntroductionThe Second Home Initiative in Switzerland

Second home construction ban in municipalities (MCP) with secondhome share of 20% or more

Accepted and enforced in March 2012

Huge potential to distort local real estate markets:

1 out of 5 MCPs affected75% of all MCPs in Valais and GraubündenAbout 17% of all homes used as second homesIn touristic MCPs more than 50% second homes

Goal: Stop splinter development & keep housing affordable for locals

2/13

Page 3: The Effect of a Second Home Construction Ban on Real Estate …... · 2019-04-08 · on Real Estate Prices Evidence from Switzerland using the Synthetic Control Method Daniel Steffen1

IntroductionThe Second Home Initiative in Switzerland

Second home construction ban in municipalities (MCP) with secondhome share of 20% or more

Accepted and enforced in March 2012

Huge potential to distort local real estate markets:

1 out of 5 MCPs affected75% of all MCPs in Valais and GraubündenAbout 17% of all homes used as second homesIn touristic MCPs more than 50% second homes

Goal: Stop splinter development & keep housing affordable for locals

2/13

Page 4: The Effect of a Second Home Construction Ban on Real Estate …... · 2019-04-08 · on Real Estate Prices Evidence from Switzerland using the Synthetic Control Method Daniel Steffen1

IntroductionThe Second Home Initiative in Switzerland

Second home construction ban in municipalities (MCP) with secondhome share of 20% or more

Accepted and enforced in March 2012

Huge potential to distort local real estate markets:

1 out of 5 MCPs affected75% of all MCPs in Valais and GraubündenAbout 17% of all homes used as second homesIn touristic MCPs more than 50% second homes

Goal: Stop splinter development & keep housing affordable for locals

2/13

Page 5: The Effect of a Second Home Construction Ban on Real Estate …... · 2019-04-08 · on Real Estate Prices Evidence from Switzerland using the Synthetic Control Method Daniel Steffen1

IntroductionThe Second Home Initiative in Switzerland

Second home construction ban in municipalities (MCP) with secondhome share of 20% or more

Accepted and enforced in March 2012

Huge potential to distort local real estate markets:

1 out of 5 MCPs affected75% of all MCPs in Valais and GraubündenAbout 17% of all homes used as second homesIn touristic MCPs more than 50% second homes

Goal: Stop splinter development & keep housing affordable for locals

2/13

Page 6: The Effect of a Second Home Construction Ban on Real Estate …... · 2019-04-08 · on Real Estate Prices Evidence from Switzerland using the Synthetic Control Method Daniel Steffen1

Impact Channel IDirect Effects on Demand and Supply

1 Second Homes and previous-law first homesCut in supply, regional and international demand

⇒ Prices ↑

One-time surge in supply due to last-minute panic?⇒ Prices ↓

2 New first homesSupply can be extended, demand ↓ (restricted on local demand)

⇒ Prices ↓

Almost all houses sold in affected regions after the vote were second homes

⇒ Effect on new first homes not driving prices

3/13

Page 7: The Effect of a Second Home Construction Ban on Real Estate …... · 2019-04-08 · on Real Estate Prices Evidence from Switzerland using the Synthetic Control Method Daniel Steffen1

Impact Channel IDirect Effects on Demand and Supply

1 Second Homes and previous-law first homesCut in supply, regional and international demand

⇒ Prices ↑

One-time surge in supply due to last-minute panic?⇒ Prices ↓

2 New first homesSupply can be extended, demand ↓ (restricted on local demand)

⇒ Prices ↓

Almost all houses sold in affected regions after the vote were second homes

⇒ Effect on new first homes not driving prices

3/13

Page 8: The Effect of a Second Home Construction Ban on Real Estate …... · 2019-04-08 · on Real Estate Prices Evidence from Switzerland using the Synthetic Control Method Daniel Steffen1

Impact Channel IDirect Effects on Demand and Supply

1 Second Homes and previous-law first homesCut in supply, regional and international demand

⇒ Prices ↑

One-time surge in supply due to last-minute panic?⇒ Prices ↓

2 New first homesSupply can be extended, demand ↓ (restricted on local demand)

⇒ Prices ↓

Almost all houses sold in affected regions after the vote were second homes

⇒ Effect on new first homes not driving prices

3/13

Page 9: The Effect of a Second Home Construction Ban on Real Estate …... · 2019-04-08 · on Real Estate Prices Evidence from Switzerland using the Synthetic Control Method Daniel Steffen1

Impact Channel IDirect Effects on Demand and Supply

1 Second Homes and previous-law first homesCut in supply, regional and international demand

⇒ Prices ↑

One-time surge in supply due to last-minute panic?⇒ Prices ↓

2 New first homesSupply can be extended, demand ↓ (restricted on local demand)

⇒ Prices ↓

Almost all houses sold in affected regions after the vote were second homes

⇒ Effect on new first homes not driving prices

3/13

Page 10: The Effect of a Second Home Construction Ban on Real Estate …... · 2019-04-08 · on Real Estate Prices Evidence from Switzerland using the Synthetic Control Method Daniel Steffen1

Impact Channel IIIndirect Effects on Demand and Supply

1 Economic drawback: Negative effect on construction sector andtourism industry → unemployment ↑ and local tax revenue↓→ lower local demand→trouble to maintain infrastructure → lower non-local demand.⇒ Price ↓

2 Legal uncertainty paralyzes the market⇒ Price ↓

3 Protection of landscape: Stop urban sprawl and ensure soundenvironment in future → touristic demand ↑⇒ Price ↑

4/13

Page 11: The Effect of a Second Home Construction Ban on Real Estate …... · 2019-04-08 · on Real Estate Prices Evidence from Switzerland using the Synthetic Control Method Daniel Steffen1

Impact Channel IIIndirect Effects on Demand and Supply

1 Economic drawback: Negative effect on construction sector andtourism industry → unemployment ↑ and local tax revenue↓→ lower local demand→trouble to maintain infrastructure → lower non-local demand.⇒ Price ↓

2 Legal uncertainty paralyzes the market⇒ Price ↓

3 Protection of landscape: Stop urban sprawl and ensure soundenvironment in future → touristic demand ↑⇒ Price ↑

4/13

Page 12: The Effect of a Second Home Construction Ban on Real Estate …... · 2019-04-08 · on Real Estate Prices Evidence from Switzerland using the Synthetic Control Method Daniel Steffen1

Impact Channel IIIndirect Effects on Demand and Supply

1 Economic drawback: Negative effect on construction sector andtourism industry → unemployment ↑ and local tax revenue↓→ lower local demand→trouble to maintain infrastructure → lower non-local demand.⇒ Price ↓

2 Legal uncertainty paralyzes the market⇒ Price ↓

3 Protection of landscape: Stop urban sprawl and ensure soundenvironment in future → touristic demand ↑⇒ Price ↑

4/13

Page 13: The Effect of a Second Home Construction Ban on Real Estate …... · 2019-04-08 · on Real Estate Prices Evidence from Switzerland using the Synthetic Control Method Daniel Steffen1

Relatet literature

Hilber & Schöni (2018):

Short-run effect on primary housing prices in pooled period 2013-2014Diff-in-Diff and first differences approachNegative effect on primary homes of about -15%

5/13

Page 14: The Effect of a Second Home Construction Ban on Real Estate …... · 2019-04-08 · on Real Estate Prices Evidence from Switzerland using the Synthetic Control Method Daniel Steffen1

Synthetic Control Method IBasic Concept

6/13

Page 15: The Effect of a Second Home Construction Ban on Real Estate …... · 2019-04-08 · on Real Estate Prices Evidence from Switzerland using the Synthetic Control Method Daniel Steffen1

Synthetic Control Method IIInference

Classic synthetic control literature deals only with one treated unit

This study deals with more than hundred treatment units

1 Compute optimal synthetic control for each treatment MCP2 Compute the gap in transaction prices for every year3 Compute weighted average of all gaps to get effect of the SHI on real estate

prices

4 Run 10’000 permutation tests with control MCPs to compute CI and p-values

7/13

Page 16: The Effect of a Second Home Construction Ban on Real Estate …... · 2019-04-08 · on Real Estate Prices Evidence from Switzerland using the Synthetic Control Method Daniel Steffen1

ResultsBenchmark result

8/13

Page 17: The Effect of a Second Home Construction Ban on Real Estate …... · 2019-04-08 · on Real Estate Prices Evidence from Switzerland using the Synthetic Control Method Daniel Steffen1

ResultsPlacebo in-time

9/13

Page 18: The Effect of a Second Home Construction Ban on Real Estate …... · 2019-04-08 · on Real Estate Prices Evidence from Switzerland using the Synthetic Control Method Daniel Steffen1

ResultsOnly Alpine municipalities

10/13

Page 19: The Effect of a Second Home Construction Ban on Real Estate …... · 2019-04-08 · on Real Estate Prices Evidence from Switzerland using the Synthetic Control Method Daniel Steffen1

Impact ChannelSurge in supply?

11/13

Page 20: The Effect of a Second Home Construction Ban on Real Estate …... · 2019-04-08 · on Real Estate Prices Evidence from Switzerland using the Synthetic Control Method Daniel Steffen1

Conclusion

Highly significant drop in prices compared to synthetic control in2014-2016 (-14%–18%)

Still negative but less significant effect in 2017 (-6%) & 2018 (-14%)

Economic drawback and legal uncertainty effects dominate the cut insupply effect

No effect in 2012 and 2013Economic drawback and legal uncertainty are indirect effects, this mightexplain the delay

SHI made housing (temporarily) more affordable, but...... Economic drawback and rise in unemployment... Loss of wealth for land and property owners

→ Affordable housing comes at a high price

12/13

Page 21: The Effect of a Second Home Construction Ban on Real Estate …... · 2019-04-08 · on Real Estate Prices Evidence from Switzerland using the Synthetic Control Method Daniel Steffen1

Conclusion

Highly significant drop in prices compared to synthetic control in2014-2016 (-14%–18%)

Still negative but less significant effect in 2017 (-6%) & 2018 (-14%)

Economic drawback and legal uncertainty effects dominate the cut insupply effect

No effect in 2012 and 2013Economic drawback and legal uncertainty are indirect effects, this mightexplain the delay

SHI made housing (temporarily) more affordable, but...... Economic drawback and rise in unemployment... Loss of wealth for land and property owners

→ Affordable housing comes at a high price

12/13

Page 22: The Effect of a Second Home Construction Ban on Real Estate …... · 2019-04-08 · on Real Estate Prices Evidence from Switzerland using the Synthetic Control Method Daniel Steffen1

Conclusion

Highly significant drop in prices compared to synthetic control in2014-2016 (-14%–18%)

Still negative but less significant effect in 2017 (-6%) & 2018 (-14%)

Economic drawback and legal uncertainty effects dominate the cut insupply effect

No effect in 2012 and 2013Economic drawback and legal uncertainty are indirect effects, this mightexplain the delay

SHI made housing (temporarily) more affordable, but...... Economic drawback and rise in unemployment... Loss of wealth for land and property owners

→ Affordable housing comes at a high price

12/13

Page 23: The Effect of a Second Home Construction Ban on Real Estate …... · 2019-04-08 · on Real Estate Prices Evidence from Switzerland using the Synthetic Control Method Daniel Steffen1

Conclusion

Highly significant drop in prices compared to synthetic control in2014-2016 (-14%–18%)

Still negative but less significant effect in 2017 (-6%) & 2018 (-14%)

Economic drawback and legal uncertainty effects dominate the cut insupply effect

No effect in 2012 and 2013Economic drawback and legal uncertainty are indirect effects, this mightexplain the delay

SHI made housing (temporarily) more affordable, but...... Economic drawback and rise in unemployment... Loss of wealth for land and property owners

→ Affordable housing comes at a high price

12/13

Page 24: The Effect of a Second Home Construction Ban on Real Estate …... · 2019-04-08 · on Real Estate Prices Evidence from Switzerland using the Synthetic Control Method Daniel Steffen1

Conclusion

Highly significant drop in prices compared to synthetic control in2014-2016 (-14%–18%)

Still negative but less significant effect in 2017 (-6%) & 2018 (-14%)

Economic drawback and legal uncertainty effects dominate the cut insupply effect

No effect in 2012 and 2013Economic drawback and legal uncertainty are indirect effects, this mightexplain the delay

SHI made housing (temporarily) more affordable, but...... Economic drawback and rise in unemployment... Loss of wealth for land and property owners

→ Affordable housing comes at a high price

12/13

Page 25: The Effect of a Second Home Construction Ban on Real Estate …... · 2019-04-08 · on Real Estate Prices Evidence from Switzerland using the Synthetic Control Method Daniel Steffen1

Feel free to contact me

If you are interested in my work, feel free to contact me:

[email protected]+41 31 631 33 84

Comments are very welcome

Completely revised, updated and further developed paper upon request

An older version of my paper can be found here

13/13

Page 26: The Effect of a Second Home Construction Ban on Real Estate …... · 2019-04-08 · on Real Estate Prices Evidence from Switzerland using the Synthetic Control Method Daniel Steffen1

ResultsBest-know touristic places

/13

Page 27: The Effect of a Second Home Construction Ban on Real Estate …... · 2019-04-08 · on Real Estate Prices Evidence from Switzerland using the Synthetic Control Method Daniel Steffen1

ResultsLess touristic places

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Page 28: The Effect of a Second Home Construction Ban on Real Estate …... · 2019-04-08 · on Real Estate Prices Evidence from Switzerland using the Synthetic Control Method Daniel Steffen1

ResultsNo neighbors

/13