IDEAS home Printed from https://ideas.repec.org/a/eee/pubeco/v241y2025ics0047272724002263.html
   My bibliography  Save this article

Sea level rise risks, adaptation strategies, and real estate prices in Singapore

Author

Listed:
  • Agarwal, Sumit
  • Qin, Yu
  • Sing, Tien Foo
  • Zhan, Changwei

Abstract

This study exploits the Singapore Prime Minister’s announcement of the areas affected by sea level rise (SLR) within the country and its adaptation strategies valued at 100 billion Singapore dollars. Utilizing transaction-level data with exact locations, we find that public housing prices dropped by 7.2% in SLR areas four years after the announcement relative to non-SLR areas. In SLR areas with adaptation, the price depreciation was mitigated to 0.6%. In the private housing sector, freehold properties benefit more from adaptation strategies than leasehold properties. We calibrate the long-term discount rates before and after the shock at 2.27% and 2.14% in SLR areas and 2.35% and 2.12% in SLR areas with adaptation, respectively. (JEL H43, R21, R28, R38, R51, Q54)

Suggested Citation

  • Agarwal, Sumit & Qin, Yu & Sing, Tien Foo & Zhan, Changwei, 2025. "Sea level rise risks, adaptation strategies, and real estate prices in Singapore," Journal of Public Economics, Elsevier, vol. 241(C).
  • Handle: RePEc:eee:pubeco:v:241:y:2025:i:c:s0047272724002263
    DOI: 10.1016/j.jpubeco.2024.105290
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0047272724002263
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.jpubeco.2024.105290?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Hashida, Yukiko & Dundas, Steven J., 2023. "The effects of a voluntary property buyout and acquisition program on coastal housing markets: Evidence from New York," Journal of Environmental Economics and Management, Elsevier, vol. 121(C).
    2. Lea Berrang-Ford & Robbert Biesbroek & James D. Ford & Alexandra Lesnikowski & Andrew Tanabe & Frances M. Wang & Chen Chen & Angel Hsu & Jessica J. Hellmann & Patrick Pringle & Martina Grecequet & J.-, 2019. "Tracking global climate change adaptation among governments," Nature Climate Change, Nature, vol. 9(6), pages 440-449, June.
    3. Stephane Hallegatte & Colin Green & Robert J. Nicholls & Jan Corfee-Morlot, 2013. "Future flood losses in major coastal cities," Nature Climate Change, Nature, vol. 3(9), pages 802-806, September.
    4. William R. Cline, 1992. "Economics of Global Warming, The," Peterson Institute Press: All Books, Peterson Institute for International Economics, number 39.
    5. McMillen, Daniel P., 2004. "Airport expansions and property values: the case of Chicago O'Hare Airport," Journal of Urban Economics, Elsevier, vol. 55(3), pages 627-640, May.
    6. Ruixue Jia & Xiao Ma & Victoria Wenxin Xie, 2022. "Expecting Floods: Firm Entry, Employment, and Aggregate Implications," NBER Working Papers 30250, National Bureau of Economic Research, Inc.
    7. Wen‐Chi Liao & Yilan Luo & Yajie Sun, 2022. "Information shock of disaster and hazard: Impact of Kaohsiung gas explosions and risk disclosure on the equalizing difference in the housing market," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 50(6), pages 1492-1531, November.
    8. Stefano Giglio & Matteo Maggiori & Krishna Rao & Johannes Stroebel & Andreas Weber & Stijn Van Nieuwerburgh, 2021. "Climate Change and Long-Run Discount Rates: Evidence from Real Estate [Abrupt climate change]," The Review of Financial Studies, Society for Financial Studies, vol. 34(8), pages 3527-3571.
    9. Ary A. Hoffmann & Carla M. Sgrò, 2011. "Climate change and evolutionary adaptation," Nature, Nature, vol. 470(7335), pages 479-485, February.
    10. Lin, Yatang & McDermott, Thomas K.J. & Michaels, Guy, 2024. "Cities and the sea level," Journal of Urban Economics, Elsevier, vol. 143(C).
    11. Laura A. Bakkensen & Xiaozhou Ding & Lala Ma, 2019. "Flood Risk and Salience: New Evidence from the Sunshine State," Southern Economic Journal, John Wiley & Sons, vol. 85(4), pages 1132-1158, April.
    12. Moritz A. Drupp & Mark C. Freeman & Ben Groom & Frikk Nesje, 2018. "Discounting Disentangled," American Economic Journal: Economic Policy, American Economic Association, vol. 10(4), pages 109-134, November.
    13. Meredith Fowlie & Stephen P. Holland & Erin T. Mansur, 2012. "What Do Emissions Markets Deliver and to Whom? Evidence from Southern California's NOx Trading Program," American Economic Review, American Economic Association, vol. 102(2), pages 965-993, April.
    14. Laura A Bakkensen & Lint Barrage, 2022. "Going Underwater? Flood Risk Belief Heterogeneity and Coastal Home Price Dynamics," The Review of Financial Studies, Society for Financial Studies, vol. 35(8), pages 3666-3709.
    15. Mi Diao & Yu Qin & Tien Foo Sing, 2016. "Negative Externalities of Rail Noise and Housing Values: Evidence from the Cessation of Railway Operations in Singapore," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 44(4), pages 878-917, October.
    16. W. Neil Adger & Jon Barnett & Katrina Brown & Nadine Marshall & Karen O'Brien, 2013. "Cultural dimensions of climate change impacts and adaptation," Nature Climate Change, Nature, vol. 3(2), pages 112-117, February.
    17. Philippe Bracke & Edward W. Pinchbeck & James Wyatt, 2018. "The Time Value of Housing: Historical Evidence on Discount Rates," Economic Journal, Royal Economic Society, vol. 128(613), pages 1820-1843, August.
    18. Benjamin J. Keys & Philip Mulder, 2020. "Neglected No More: Housing Markets, Mortgage Lending, and Sea Level Rise," NBER Working Papers 27930, National Bureau of Economic Research, Inc.
    19. Thomas Sterner & U. Martin Persson, 2008. "An Even Sterner Review: Introducing Relative Prices into the Discounting Debate," Review of Environmental Economics and Policy, Association of Environmental and Resource Economists, vol. 2(1), pages 61-76, Winter.
    20. Bernstein, Asaf & Billings, Stephen B. & Gustafson, Matthew T. & Lewis, Ryan, 2022. "Partisan residential sorting on climate change risk," Journal of Financial Economics, Elsevier, vol. 146(3), pages 989-1015.
    21. Guo, Wei & Liao, Yanjun (Penny) & Miao, Qing, 2023. "Managed Retreat and Flood Recovery: The Local Economic Impacts of a Buyout and Acquisition Program," RFF Working Paper Series 23-44, Resources for the Future.
    22. Thomas Wahl & Shaleen Jain & Jens Bender & Steven D. Meyers & Mark E. Luther, 2015. "Increasing risk of compound flooding from storm surge and rainfall for major US cities," Nature Climate Change, Nature, vol. 5(12), pages 1093-1097, December.
    23. Bernstein, Asaf & Gustafson, Matthew T. & Lewis, Ryan, 2019. "Disaster on the horizon: The price effect of sea level rise," Journal of Financial Economics, Elsevier, vol. 134(2), pages 253-272.
    24. Markus Baldauf & Lorenzo Garlappi & Constantine Yannelis & José Scheinkman, 2020. "Does Climate Change Affect Real Estate Prices? Only If You Believe In It," The Review of Financial Studies, Society for Financial Studies, vol. 33(3), pages 1256-1295.
    25. Kohlhase, Janet E., 1991. "The impact of toxic waste sites on housing values," Journal of Urban Economics, Elsevier, vol. 30(1), pages 1-26, July.
    26. Stephie Fried, 2022. "Seawalls and Stilts: A Quantitative Macro Study of Climate Adaptation," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 89(6), pages 3303-3344.
    27. Hyun, Dongwoo & Milcheva, Stanimira, 2019. "Spatio-temporal effects of an urban development announcement and its cancellation on house prices: A quasi-natural experiment," Journal of Housing Economics, Elsevier, vol. 43(C), pages 23-36.
    28. Justin Murfin & Matthew Spiegel & Jose Scheinkman, 2020. "Is the Risk of Sea Level Rise Capitalized in Residential Real Estate?," The Review of Financial Studies, Society for Financial Studies, vol. 33(3), pages 1217-1255.
    29. Leigh Linden & Jonah E. Rockoff, 2008. "Estimates of the Impact of Crime Risk on Property Values from Megan's Laws," American Economic Review, American Economic Association, vol. 98(3), pages 1103-1127, June.
    30. Cynthia Rosenzweig & William Solecki & Stephen A. Hammer & Shagun Mehrotra, 2010. "Cities lead the way in climate–change action," Nature, Nature, vol. 467(7318), pages 909-911, October.
    31. Anne M. van Valkengoed & Linda Steg, 2019. "Meta-analyses of factors motivating climate change adaptation behaviour," Nature Climate Change, Nature, vol. 9(2), pages 158-163, February.
    32. William D. Nordhaus, 2007. "A Review of the Stern Review on the Economics of Climate Change," Journal of Economic Literature, American Economic Association, vol. 45(3), pages 686-702, September.
    33. Jonathan Roth, 2022. "Pretest with Caution: Event-Study Estimates after Testing for Parallel Trends," American Economic Review: Insights, American Economic Association, vol. 4(3), pages 305-322, September.
    34. Jesse D. Gourevitch & Carolyn Kousky & Yanjun (Penny) Liao & Christoph Nolte & Adam B. Pollack & Jeremy R. Porter & Joakim A. Weill, 2023. "Unpriced climate risk and the potential consequences of overvaluation in US housing markets," Nature Climate Change, Nature, vol. 13(3), pages 250-257, March.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Klaus W. Deininger & Thea Hilhorst & Zevenbergen,Jaap & Nkurunziza,Emmanuel, 2025. "Capitalizing on Digital Transformation to Enhance the Effectiveness of Property Institutions : Conceptual Background and Evidence from 85 Countries," Policy Research Working Paper Series 11100, The World Bank.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Daryl Fairweather & Matthew E. Kahn & Robert D. Metcalfe & Sebastian Sandoval Olascoaga, 2024. "Expecting Climate Change: A Nationwide Field Experiment in the Housing Market," NBER Working Papers 33119, National Bureau of Economic Research, Inc.
    2. Justin Contat & Carrie Hopkins & Luis Mejia & Matthew Suandi, 2024. "When climate meets real estate: A survey of the literature," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 52(3), pages 618-659, May.
    3. Matteo Benetton & Simone Emiliozzi & Elisa Guglielminetti & Michele Loberto & Alessandro Mistretta, 2022. "Do house prices reflect climate change adaptation? Evidence from the city on the water," Questioni di Economia e Finanza (Occasional Papers) 735, Bank of Italy, Economic Research and International Relations Area.
    4. Laura Bakkensen & Toan Phan & Russell Wong, 2023. "Leveraging the Disagreement on Climate Change: Theory and Evidence," Working Paper 23-01, Federal Reserve Bank of Richmond.
    5. J Anthony Cookson & Emily Gallagher & Philip Mulder, 2025. "Coverage Neglect in Homeowner's Insurance," Working Papers 25-09, Federal Reserve Bank of Philadelphia.
    6. Eric Fesselmeyer & Haoming Liu & Alberto Salvo, 2022. "Declining discount rates in Singapore's market for privately developed apartments," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 37(2), pages 330-350, March.
    7. repec:fip:fedpwp:96170 is not listed on IDEAS
    8. Fesselmeyer, Eric & Liu, Haoming & Salvo, Alberto, 2016. "How Do Households Discount over Centuries? Evidence from Singapore's Private Housing Market," IZA Discussion Papers 9862, Institute of Labor Economics (IZA).
    9. Braun, Alexander & Braun, Julia & Weigert, Florian, 2023. "Extreme weather risk and the cost of equity," CFR Working Papers 23-08, University of Cologne, Centre for Financial Research (CFR).
    10. Duan, Tinghua & Li, Frank Weikai, 2024. "Climate change concerns and mortgage lending," Journal of Empirical Finance, Elsevier, vol. 75(C).
    11. Bernstein, Asaf & Billings, Stephen B. & Gustafson, Matthew T. & Lewis, Ryan, 2022. "Partisan residential sorting on climate change risk," Journal of Financial Economics, Elsevier, vol. 146(3), pages 989-1015.
    12. William N Goetzmann & Christophe Spaenjers & Stijn Van Nieuwerburgh, 2021. "Real and Private-Value Assets [Gendered prices]," The Review of Financial Studies, Society for Financial Studies, vol. 34(8), pages 3497-3526.
    13. Menéndez, Patricia & Bárcena, Maria Jesús & González, María Cristina & Tusell, Fernando, 2024. "The effect of flood risk on house prices in the Basque Country," Journal of Housing Economics, Elsevier, vol. 66(C).
    14. Siddhartha Biswas & Mallick Hossain & David Zink, 2023. "California Wildfires, Property Damage, and Mortgage Repayment," Working Papers 23-05, Federal Reserve Bank of Philadelphia.
    15. Susana Ferreira, 2024. "Extreme Weather Events and Climate Change: Economic Impacts and Adaptation Policies," Annual Review of Resource Economics, Annual Reviews, vol. 16(1), pages 207-231, October.
    16. Ge, Xiaowen & Xue, Minggao & Cao, Ruiyi, 2024. "Do Chinese carbon-intensive stocks overreact to climate transition risk? Evidence from the COP26 news," International Review of Financial Analysis, Elsevier, vol. 94(C).
    17. Ralf R. Meisenzahl, 2023. "How Climate Change Shapes Bank Lending: Evidence from Portfolio Reallocation," Working Paper Series WP 2023-12, Federal Reserve Bank of Chicago.
    18. Moritz A. Drupp & Martin C. Hänsel, 2021. "Relative Prices and Climate Policy: How the Scarcity of Nonmarket Goods Drives Policy Evaluation," American Economic Journal: Economic Policy, American Economic Association, vol. 13(1), pages 168-201, February.
    19. Kakuho Furukawa & Hibiki Ichiue & Noriyuki Shiraki, 2020. "How Does Climate Change Interact with the Financial System? A Survey," Bank of Japan Working Paper Series 20-E-8, Bank of Japan.
    20. Liao, Yanjun (Penny) & Mulder, Philip, 2021. "What's at Stake? Understanding the Role of Home Equity in Flood Insurance Demand," RFF Working Paper Series 21-25, Resources for the Future.
    21. Nori Tarui & Seth Urbanski & Quang Loc Lam & Makena Coffman & Conrad Newfield, 2023. "Sea level rise risk interactions with coastal property values: a case study of O‘ahu, Hawai‘i," Climatic Change, Springer, vol. 176(9), pages 1-21, September.

    More about this item

    Keywords

    Climate change; Sea level rise; Property prices; Government announcement; Discount rate;
    All these keywords.

    JEL classification:

    • H43 - Public Economics - - Publicly Provided Goods - - - Project Evaluation; Social Discount Rate
    • R21 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Household Analysis - - - Housing Demand
    • R28 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Household Analysis - - - Government Policy
    • R38 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Real Estate Markets, Spatial Production Analysis, and Firm Location - - - Government Policy
    • R51 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Regional Government Analysis - - - Finance in Urban and Rural Economies
    • Q54 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Climate; Natural Disasters and their Management; Global Warming

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:pubeco:v:241:y:2025:i:c:s0047272724002263. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/inca/505578 .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.