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Hedonic Price Estimates of Lake Water Quality: Valued Attribute, Instrumental Variables, and Ecological-Economic Benefits

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  • Moore, Michael R.
  • Doubek, Jonathan P.
  • Xu, Hui
  • Cardinale, Bradley J.

Abstract

We estimate the effect of lake water quality on residential housing prices using cross-sectional data on water clarity from 113 lakes across the United States. An instrumental-variables approach is developed to address potential endogeneity bias in the water-clarity variable. Three lake-based physical variables serve as instrumental variables: total nitrogen concentration in lake water, total phosphorus concentration in lake water, and water temperature near the lake surface. The econometric results include three methodological findings: the instruments are valid and strong; the ordinary-least-squares estimate of the coefficient on the water-clarity variable is unbiased; and water clarity is the attribute of water quality valued in the housing market. The estimated water-clarity effect shows that a one-tenth of a meter change in water clarity leads to a one-percent change in housing price, or an elasticity of 0.20 at mean clarity. Coupling this effect with estimates of an ecological production function, a lake-specific benefit index is developed that shows the effect on housing values of bringing lakes into compliance with the US Environmental Protection Agency's regional recommendations for phosphorous concentration in lake waters.

Suggested Citation

  • Moore, Michael R. & Doubek, Jonathan P. & Xu, Hui & Cardinale, Bradley J., 2020. "Hedonic Price Estimates of Lake Water Quality: Valued Attribute, Instrumental Variables, and Ecological-Economic Benefits," Ecological Economics, Elsevier, vol. 176(C).
    • Handle: RePEc:eee:ecolec:v:176:y:2020:i:c:s0921800919311012
    DOI: 10.1016/j.ecolecon.2020.106692
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    1. Patrick J. Walsh & J. Walter Milon & David O. Scrogin, 2011. "The Spatial Extent of Water Quality Benefits in Urban Housing Markets," Land Economics, University of Wisconsin Press, vol. 87(4), pages 628-644.
    2. Lucija Muehlenbachs & Elisheba Spiller & Christopher Timmins, 2015. "The Housing Market Impacts of Shale Gas Development," American Economic Review, American Economic Association, vol. 105(12), pages 3633-3659, December.
    3. David A. Keiser & Joseph S. Shapiro, 2019. "US Water Pollution Regulation over the Past Half Century: Burning Waters to Crystal Springs?," Journal of Economic Perspectives, American Economic Association, vol. 33(4), pages 51-75, Fall.
    4. Eric J. Horsch & David J. Lewis, 2009. "The Effects of Aquatic Invasive Species on Property Values: Evidence from a Quasi-Experiment," Land Economics, University of Wisconsin Press, vol. 85(3), pages 391-409.
    5. Patrick Bayer & Fernando Ferreira & Robert McMillan, 2007. "A Unified Framework for Measuring Preferences for Schools and Neighborhoods," Journal of Political Economy, University of Chicago Press, vol. 115(4), pages 588-638, August.
    6. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, December.
    7. Stephen Polasky & Kathleen Segerson, 2009. "Integrating Ecology and Economics in the Study of Ecosystem Services: Some Lessons Learned," Annual Review of Resource Economics, Annual Reviews, vol. 1(1), pages 409-434, September.
    8. David Albouy & Walter Graf & Ryan Kellogg & Hendrik Wolff, 2016. "Climate Amenities, Climate Change, and American Quality of Life," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 3(1), pages 205-246.
    9. Patrick Bajari & Jane Cooley Fruehwirth & Kyoo il Kim & Christopher Timmins, 2012. "A Rational Expectations Approach to Hedonic Price Regressions with Time-Varying Unobserved Product Attributes: The Price of Pollution," American Economic Review, American Economic Association, vol. 102(5), pages 1898-1926, August.
    10. Bayer, Patrick & Keohane, Nathaniel & Timmins, Christopher, 2009. "Migration and hedonic valuation: The case of air quality," Journal of Environmental Economics and Management, Elsevier, vol. 58(1), pages 1-14, July.
    11. David A. Keiser, 2019. "The Missing Benefits of Clean Water and the Role of Mismeasured Pollution," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 6(4), pages 669-707.
    12. Joshua D. Angrist & Jörn-Steffen Pischke, 2009. "Mostly Harmless Econometrics: An Empiricist's Companion," Economics Books, Princeton University Press, edition 1, number 8769.
    13. Cloé Garnache & Scott M. Swinton & Joseph A. Herriges & Frank Lupi & R. Jan Stevenson, 2016. "Solving the Phosphorus Pollution Puzzle: Synthesis and Directions for Future Research," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 98(5), pages 1334-1359.
    14. Walsh, Patrick & Griffiths, Charles & Guignet, Dennis & Klemick, Heather, 2017. "Modeling the Property Price Impact of Water Quality in 14 Chesapeake Bay Counties," Ecological Economics, Elsevier, vol. 135(C), pages 103-113.
    15. Kenneth Y. Chay & Michael Greenstone, 2005. "Does Air Quality Matter? Evidence from the Housing Market," Journal of Political Economy, University of Chicago Press, vol. 113(2), pages 376-424, April.
    16. Douglas Staiger & James H. Stock, 1997. "Instrumental Variables Regression with Weak Instruments," Econometrica, Econometric Society, vol. 65(3), pages 557-586, May.
    17. Michael Greenstone & Justin Gallagher, 2008. "Does Hazardous Waste Matter? Evidence from the Housing Market and the Superfund Program," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 123(3), pages 951-1003.
    18. Small, Kenneth A, 1975. "Air Pollution and Property Values: Further Comment," The Review of Economics and Statistics, MIT Press, vol. 57(1), pages 105-107, February.
    19. Heather Klemick & Charles Griffiths & Dennis Guignet & Patrick Walsh, 2018. "Improving Water Quality in an Iconic Estuary: An Internal Meta-analysis of Property Value Impacts Around the Chesapeake Bay," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 69(2), pages 265-292, February.
    20. David A Keiser & Joseph S Shapiro, 2019. "Consequences of the Clean Water Act and the Demand for Water Quality," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 134(1), pages 349-396.
    21. Janet Currie & Lucas Davis & Michael Greenstone & Reed Walker, 2015. "Environmental Health Risks and Housing Values: Evidence from 1,600 Toxic Plant Openings and Closings," American Economic Review, American Economic Association, vol. 105(2), pages 678-709, February.
    22. Zhang, Congwen & Boyle, Kevin J. & Kuminoff, Nicolai V., 2015. "Partial identification of amenity demand functions," Journal of Environmental Economics and Management, Elsevier, vol. 71(C), pages 180-197.
    23. Boyd, James & Banzhaf, Spencer, 2007. "What are ecosystem services? The need for standardized environmental accounting units," Ecological Economics, Elsevier, vol. 63(2-3), pages 616-626, August.
    24. Jeff C. Ho & Anna M. Michalak & Nima Pahlevan, 2019. "Widespread global increase in intense lake phytoplankton blooms since the 1980s," Nature, Nature, vol. 574(7780), pages 667-670, October.
    25. Lucas W. Davis, 2011. "The Effect of Power Plants on Local Housing Values and Rents," The Review of Economics and Statistics, MIT Press, vol. 93(4), pages 1391-1402, November.
    26. Tuttle, Carrie M. & Heintzelman, Martin D., 2015. "A loon on every lake: A hedonic analysis of lake water quality in the Adirondacks," Resource and Energy Economics, Elsevier, vol. 39(C), pages 1-15.
    27. Zhang, Congwen & Boyle, Kevin J., 2010. "The effect of an aquatic invasive species (Eurasian watermilfoil) on lakefront property values," Ecological Economics, Elsevier, vol. 70(2), pages 394-404, December.
    28. Rosen, Sherwin, 1974. "Hedonic Prices and Implicit Markets: Product Differentiation in Pure Competition," Journal of Political Economy, University of Chicago Press, vol. 82(1), pages 34-55, Jan.-Feb..
    29. Holly J. Michael & Kevin J. Boyle & Roy Bouchard, 2000. "Does the Measurement of Environmental Quality Affect Implicit Prices Estimated from Hedonic Models?," Land Economics, University of Wisconsin Press, vol. 76(2), pages 283-298.
    30. John A. Downing, 2009. "Valuing Water Quality as a Function of Water Quality Measures," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 91(1), pages 106-123.
    31. Kuminoff, Nicolai V. & Parmeter, Christopher F. & Pope, Jaren C., 2010. "Which hedonic models can we trust to recover the marginal willingness to pay for environmental amenities?," Journal of Environmental Economics and Management, Elsevier, vol. 60(3), pages 145-160, November.
    32. Okmyung Bin & Jeffrey Czajkowski & Jingyuan Li & Gabriele Villarini, 2017. "Housing Market Fluctuations and the Implicit Price of Water Quality: Empirical Evidence from a South Florida Housing Market," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 68(2), pages 319-341, October.
    33. Sheila M. Olmstead, 2010. "The Economics of Water Quality," Review of Environmental Economics and Policy, Association of Environmental and Resource Economists, vol. 4(1), pages 44-62, Winter.
    34. Ian Bateman & Georgina Mace & Carlo Fezzi & Giles Atkinson & Kerry Turner, 2011. "Economic Analysis for Ecosystem Service Assessments," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 48(2), pages 177-218, February.
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    More about this item

    Keywords

    Residential Housing Market; Instrumental Variables Regression; Ecological-Economic Modeling; National Phosphorus Recommendations;
    All these keywords.

    JEL classification:

    • Q51 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Valuation of Environmental Effects
    • Q53 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Air Pollution; Water Pollution; Noise; Hazardous Waste; Solid Waste; Recycling
    • Q57 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Ecological Economics

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