LOOKING UNDER THE HOOD 13.4 – Perceived Risk and Uncertainty;
Orell Anderson, MAI, FRICS, ASA
Real Estate Litigation Consultant, Forensic Appraiser, Expert Witness, Property Value Diminution
Why Did the 2015 Chemical Explosion in Tianjin, China Affect Market Prices for Land Nationally?
By Orell Anderson and David Kader
Real estate research provides evidence that properties potentially exposed to perceived or actual risks may experience price impacts. Looking Under the Hood reviews publications that illustrate the theoretical, methodological, and data challenges faced by scholars and practitioners studying detrimental conditions and their impacts on property values.
Xiaofong, Huang, and Zanghe[1] analyzed the effects of the 2015 Tianjin Explosion on land values near chemical industrial parks in China. Using a statistical method called Hedonic Regression and a focus on Difference-in-Differences[2], they found a significant decline in land prices within a 3.5-kilometer radius of chemical industrial parks. Land prices dropped by 26.1% within the first 180 days after the explosion and continued to decrease by 19.1% after 360 days, compared to areas farther away. The study shows that buyers with less real estate development experience were more impacted, especially in smaller eastern cities, and in regions with a history of similar accidents. Increased media attention also played a role in amplifying the negative effects.
?
Chemical accidents, like the one in Tianjin, often involve the unintentional release of hazardous materials and are accompanied by fires or explosions. Previous research has focused mainly on the impact of such environmental disasters on housing prices. However, this study broadens that understanding to show that land markets are also affected, especially since real estate developers react strongly to perceived risks. The research highlights how these price effects are not limited to the local area but spread to cities across the country, as information about the explosion circulated through media and social platforms.
?
The findings suggest that the explosion significantly altered how buyers, especially housing developers, assessed the risks of purchasing land near chemical industrial parks. As public awareness of these risks increased, particularly in areas with higher media coverage, the price drops became more pronounced. The effect on land prices was short-term, disappearing within two to four years after the event. This study emphasizes how industrial accidents can reshape public risk perceptions and, in turn, influence economic behavior in real estate markets across a nation.
?
[1] Dong, Xiaofong, Dong, Huang, Zanghe “The Impact of Chemical Explosion on Land Market: Evidence from Tianjin Explosion in China” https://papers.ssrn.com. bottom of Form
[2] Differences-in-Differences (DID) regression is a statistical technique used to assess the causal impact of an event by comparing outcomes in a test or treatment group—where the event occurred—with outcomes in a control group—where the event did not occur. This method helps isolate the effect of the event by controlling for other factors that might influence the results.
Additional sources:
1.????? M Ando?,?M Dahlberg?,?G Engstr?m
The Risks of Nuclear Disaster and Its Impact on Housing Prices
Econ Lett?, volume?154?, p.?13?-?16?Posted:?2017
2.????? A Atreya?,?S Ferreira?,?W Kriesel
Forgetting the Flood? An Analysis of the Flood Risk Discount over Time
Land Econ?, volume?89?, issue?4?, p.?577?-?596?Posted:?2013
3.????? T J Bartik
The Estimation of Demand Parameters in Hedonic Price Models
J Polit Econ?, volume?95?, issue?1?, p.?81?-?88?Posted:?1987
4.????? T K Bauer?,?S T Braun?,?M Kvasnicka
Nuclear Power Plant Closures and Local Housing Values: Evidence from Fukushima and the German Housing Market
J Urban Econ?, volume?99?, p.?94?-?106?Posted:?2017
5.????? O Bin?,?C E Landry
Changes in Implicit Flood Risk Premiums: Empirical Evidence from the Housing Market
J Environ Econ Manag?, volume?65?, issue?3?, p.?361?-?376?Posted:?2013
6.????? K J Black?,?N B Irwin?,?S J Mccoy
Wildfire Risk, Salience, and Housing Development in the Wildland-Urban Interface
J Reg Sci?, volume?63?, issue?2?, p.?922?-?946?Posted:?2023
7.????? S Boes?,?S Nüesch?,?K Wüthrich
Hedonic Valuation of the Perceived Risks of Nuclear Power Plants
Econ Lett?, volume?133?, p.?109?-?111?Posted:?2015
8.????? T M Carroll?,?T M Clauretie?,?J Jensen?,?M Waddoups
The Economic Impact of a Transient Hazard on Property Values: The 1988 PEPCON Explosion in Henderson
Nevada. J Real Estate Finance Econ?, volume?13?, issue?2?, p.?143?-?167?Posted:?1996
9.????? K Chen?,?G D Ferrier?,?R Jiang?,?Z Shen
Housing Market Capitalization of Environmental Risk: Evidence from the Tianjin Explosion
Environ Sci Pollut Res?, volume?30?, issue?13?, p.?36588?-?36606?Posted:?2023
10. J P Cohen?,?J Barr?,?E Kim
Storm Surges, Informational Shocks, and the Price of Urban Real Estate: An Application to the Case of Hurricane Sandy
Reg Sci Urban Econ?, volume?90?Posted:?2021
11. J Currie?,?L Davis?,?M Greenstone?,?R Walker
Environmental Health Risks and Housing Values: Evidence from 1,600 Toxic Plant Openings and Closings
Am Econ Rev?, volume?105?, issue?2?, p.?678?-?709?Posted:?2015
12. G Deng?,?L Gan?,?M A Hernandez
Do Natural Disasters Cause an Excessive Fear of Heights? Evidence from the Wenchuan Earthquake
J Urban Econ?, volume?90?, p.?79?-?89?Posted:?2015
13. D Epple
Hedonic Prices and Implicit Markets: Estimating Demand and Supply Functions for Differentiated Products
J Polit Econ?, volume?95?, issue?1?, p.?59?-?80?Posted:?1987
14. A Fink?,?T Stratmann
US Housing Prices and the Fukushima Nuclear Accident
J Econ Behav Organ?, volume?117?, p.?309?-?326?Posted:?2015
15. T Gayer?,?J T Hamilton?,?W K Viscusi
Private Values of Risk Tradeoffs at Superfund Sites: Housing Market Evidence on Learning about Risk
Rev Econ Stat?, volume?82?, issue?3?, p.?439?-?451?Posted:?2000
16. M Greenstone?,?J Gallagher
Does Hazardous Waste Matter? Evidence from the Housing Market and the Superfund Program
Q J Econ?, volume?123?, issue?3?, p.?951?-?1003?Posted:?2008
17. D Guignet?,?R R Jenkins?,?C Nolte?,?J Belke
2023a. The External Costs of Industrial Chemical Accidents: A Nationwide Property Value Study
J Hous Econ?, volume?62
18. D Guignet?,?R R Jenkins?,?J Belke?,?H Mason
2023b. The Property Value Impacts of Industrial Chemical Accidents
J Environ Econ Manag?, volume?120
19. R Halvorsen?,?R Palmquist
The Interpretation of Dummy Variables in Semilogarithmic Equations
Am Econ Rev?, volume?70?, issue?3?, p.?474?-?475?Posted:?1980
20. K Haninger?,?L Ma?,?C Timmins
The Value of Brownfield Remediation
J Assoc Environ Resour Econ?, volume?4?, issue?1?, p.?197?-?241?Posted:?2017
21. J L Hansen?,?E D Benson?,?D A Hagen
Environmental Hazards and Residential Property Values: Evidence from a Major Pipeline Event
Land Econ?, volume?82?, issue?4?, p.?529?-?541?Posted:?2006
22. E Herrnstadt?,?R L Sweeney
Housing Market Capitalization of Pipeline Risk: Evidence from a Shock to Salience and Awareness
Land Econ?Posted:?2024
23. Y Huang?,?T L Yip?,?C Liang
Risk Perception and Property Value: Evidence from Tianjin Port Explosion
Sustainability?, volume?12?, issue?3?Posted:?2020
24. K R Ihlanfeldt?,?L O Taylor
Externality Effects of Small-Scale Hazardous Waste Sites: Evidence from Urban Commercial Property Markets
J Environ Econ Manag?, volume?47?, issue?1?, p.?117?-?139?Posted:?2004
25. C Kousky
Learning from extreme events: Risk perceptions after the flood
Land Econ?, volume?86?, issue?3?, p.?395?-?422?Posted:?2010
26. L Linden?,?J E Rockoff
Estimates of the Impact of Crime Risk on Property Values from Megan's Laws
Am Econ Rev?, volume?98?, issue?3?, p.?1103?-?1127?Posted:?2008
27. J Linn
The Effect of Voluntary Brownfields Programs on Nearby Property Values: Evidence from Illinois
J Urban Econ?, volume?78?, p.?1?-?18?Posted:?2013
28. Y Liu?,?Y Jiao?,?X Xu
Promoting or Preventing Labor Migration? Revisiting the Role of Language
China Econ Rev?, volume?60?Posted:?2020
29. Q Lu?,?N Cheng?,?W Zhang?,?P Liu
Disamenity or premium: Do electricity transmission lines affect farmland values and housing prices differently
J Hous Econ?, volume?62?Posted:?2023
30. J Loomis
Do Nearby Forest Fires Cause a Reduction in Residential Property Values?
J For Econ?, volume?10?, issue?3?, p.?149?-?157?Posted:?2004
31. R Mastromonaco
Do Environmental Right-to-Know Laws Affect Markets? Capitalization of Information in the Toxic Release Inventory
J Environ Econ Manag?, volume?71?, p.?54?-?70?Posted:?2015
32. J J Mccluskey?,?G C Rausser
Hazardous Waste Sites and Housing Appreciation Rates
J Environ Econ Manag?, volume?45?, issue?2?, p.?166?-?176?Posted:?2003
33. J J Mccluskey?,?G C Rausser
Estimation of Perceived Risk and Its Effect on Property Values
Land Econ?, volume?77?, issue?1?, p.?42?-?55?Posted:?2001
34. S J Mccoy?,?R P Walsh
Wildfire Risk, Salience & Housing Demand
J Environ Econ Manag?, volume?91?, p.?203?-?228?Posted:?2018
35. L Muehlenbachs?,?E Spiller?,?C Timmins
The Housing Market Impacts of Shale Gas Development
Am Econ Rev?, volume?105?, issue?12?, p.?3633?-?3659?Posted:?2015
36. R Muttarak?,?W Lutz
Is Education a Key to Reducing Vulnerability to Natural Disasters and Hence Unavoidable Climate Change??, volume?19?Posted:?2014
37. S Rosen
Hedonic Prices and Implicit Markets: Product Differentiation in Pure Competition
J Polit Econ?, volume?82?, issue?1?, p.?34?-?55?Posted:?1974
38. M Van Duijn?,?J Rouwendal?,?R Boersema
Redevelopment of Industrial Heritage: Insights into External Effects on House Prices
Reg Sci Urban Econ?, volume?57?, p.?91?-?107?Posted:?2016
39. W K Viscusi
Prospective Reference Theory: Toward an Explanation of the Paradoxes
J Risk Uncertain?, volume?2?, issue?3?, p.?235?-?263?Posted:?1989
40. Z Wang?,?Q Zhang
Fundamental factors in the housing markets of China
J Hous Econ?, volume?25?, p.?53?-?61?Posted:?2014
41. L Zhao?,?Y Qian?,?Q M Hu?,?R Jiang?,?M Li?,?X Wang
An Analysis of Hazardous Chemical Accidents in China between
Sustainability?, volume?10?, issue?8?Posted:?2006
42. S Zheng?,?W Sun?,?J Wu?,?M E Kahn
The Birth of Edge Cities in China: Measuring the Effects of Industrial Parks Policy
J Urban Econ?, volume?100?, p.?80?-?103?Posted:?2017
43. H Zhu?,?Y Deng?,?R Zhu?,?X He
Fear of Nuclear Power? Evidence from Fukushima Nuclear Accident and Land Markets in China
Reg Sci Urban Econ?, volume?60?, p.?139?-?154?Posted:?2016
?