IDEAS home Printed from https://ideas.repec.org/a/eee/jeborg/v140y2017icp120-129.html
   My bibliography  Save this article

Don’t let the easy be the enemy of the good. Returns from art investments: What is wrong with it?

Author

Listed:
  • Vecco, Marilena
  • Zanola, Roberto

Abstract

Although geometric hedonic price indexes are widely used in the hedonic literature on non-standard investments, it is well known that portfolios of assets have values that are related to the arithmetic, not geometric, average of prices. This paper explores the implications of the use of arithmetic hedonic price indexes for art investments. Log-linear predictions are retransformed back to the original scale by performing a modified version of the Duan’s smearing factor. This procedure is illustrated with an analysis of the returns from 10,459 Surrealist paintings sold worldwide during the pre-crisis period 1990–2007. Findings show significant differences between the arithmetic versus geometric price indexes, while emphasising the caution that should be exercised in interpreting the hedonic index prices of non-standard investments as they are typically computed for academic and business applications.

Suggested Citation

  • Vecco, Marilena & Zanola, Roberto, 2017. "Don’t let the easy be the enemy of the good. Returns from art investments: What is wrong with it?," Journal of Economic Behavior & Organization, Elsevier, vol. 140(C), pages 120-129.
  • Handle: RePEc:eee:jeborg:v:140:y:2017:i:c:p:120-129
    DOI: 10.1016/j.jebo.2017.05.009
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0167268117301385
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.jebo.2017.05.009?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. Bocart, Fabian Y.R.P. & Hafner, Christian M., 2012. "Econometric analysis of volatile art markets," Computational Statistics & Data Analysis, Elsevier, vol. 56(11), pages 3091-3104.
    2. Baumol, William J, 1986. "Unnatural Value: Or Art Investment as Floating Crap Game," American Economic Review, American Economic Association, vol. 76(2), pages 10-14, May.
    3. Buelens, Nathalie & Ginsburgh, Victor, 1993. "Revisiting Baumol's 'art as floating crap game'," European Economic Review, Elsevier, vol. 37(7), pages 1351-1371, October.
    4. Jianping Mei & Michael Moses, 2002. "Art as an Investment and the Underperformance of Masterpieces," American Economic Review, American Economic Association, vol. 92(5), pages 1656-1668, December.
    5. William N. Goetzmann & Liang Peng, 2002. "The Bias of the RSR Estimator and the Accuracy of Some Alternatives," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 30(1), pages 13-39.
    6. G. Candela & A. Scorcu, 1997. "A Price Index for Art Market Auctions," Journal of Cultural Economics, Springer;The Association for Cultural Economics International, vol. 21(3), pages 175-196, September.
    7. Richard J. Agnello, 2002. "Investment Returns and Risk for Art: Evidence from Auctions of American Paintings," Eastern Economic Journal, Eastern Economic Association, vol. 28(4), pages 443-463, Fall.
    8. Olivier Chanel & Louis-André Gérard-Varet & Victor Ginsburgh, 1996. "The relevance of hedonic price indices," Journal of Cultural Economics, Springer;The Association for Cultural Economics International, vol. 20(1), pages 1-24, March.
    9. Peter Levell, 2015. "Is the Carli index flawed?: assessing the case for the new retail price index RPIJ," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 178(2), pages 303-336, February.
    10. Luc Renneboog & Christophe Spaenjers, 2013. "Buying Beauty: On Prices and Returns in the Art Market," Management Science, INFORMS, vol. 59(1), pages 36-53, February.
    11. Silver, Mick & Heravi, Saeed, 2007. "The Difference Between Hedonic Imputation Indexes and Time Dummy Hedonic Indexes," Journal of Business & Economic Statistics, American Statistical Association, vol. 25, pages 239-246, April.
    12. Goetzmann, William N, 1993. "Accounting for Taste: Art and the Financial Markets over Three Centuries," American Economic Review, American Economic Association, vol. 83(5), pages 1370-1376, December.
    13. Kathryn Graddy & Jonathan Hamilton & Rachel Pownall, 2012. "Repeat‐Sales Indexes: Estimation without Assuming that Errors in Asset Returns Are Independently Distributed," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 40(1), pages 131-166, March.
    14. Guido Candela & Paolo Figini & Antonello Scorcu, 2004. "Price Indices for Artists – A Proposal," Journal of Cultural Economics, Springer;The Association for Cultural Economics International, vol. 28(4), pages 285-302, November.
    15. Corinna Czujack, 1997. "Picasso Paintings at Auction, 1963–1994," Journal of Cultural Economics, Springer;The Association for Cultural Economics International, vol. 21(3), pages 229-247, September.
    16. Stein, John Picard, 1977. "The Monetary Appreciation of Paintings," Journal of Political Economy, University of Chicago Press, vol. 85(5), pages 1021-1035, October.
    17. Richard Agnello & Renée Pierce, 1996. "Financial returns, price determinants, and genre effects in American art investment," Journal of Cultural Economics, Springer;The Association for Cultural Economics International, vol. 20(4), pages 359-383, December.
    18. Corinna Czujack, 1997. "Picasso paintings at auction, 1963-1994," ULB Institutional Repository 2013/193273, ULB -- Universite Libre de Bruxelles.
    19. Robert J. Shiller, 1991. "Arithmetic Repeat Sales Price Estimators," Cowles Foundation Discussion Papers 971, Cowles Foundation for Research in Economics, Yale University.
    20. Anderson, Robert C, 1974. "Paintings as an Investment," Economic Inquiry, Western Economic Association International, vol. 12(1), pages 13-26, March.
    21. Helen Higgs & Andrew Worthington, 2005. "Financial Returns and Price Determinants in the Australian Art Market, 1973–2003," The Economic Record, The Economic Society of Australia, vol. 81(253), pages 113-123, June.
    22. Collins, Alan & Scorcu, Antonello & Zanola, Roberto, 2009. "Reconsidering hedonic art price indexes," Economics Letters, Elsevier, vol. 104(2), pages 57-60, August.
    23. Buntin, Melinda Beeuwkes & Zaslavsky, Alan M., 2004. "Too much ado about two-part models and transformation?: Comparing methods of modeling Medicare expenditures," Journal of Health Economics, Elsevier, vol. 23(3), pages 525-542, May.
    24. Coslor, Erica, 2016. "Transparency in an opaque market: Evaluative frictions between “thick” valuation and “thin” price data in the art market," Accounting, Organizations and Society, Elsevier, vol. 50(C), pages 13-26.
    25. Manning, Willard G., 1998. "The logged dependent variable, heteroscedasticity, and the retransformation problem," Journal of Health Economics, Elsevier, vol. 17(3), pages 283-295, June.
    26. Andrew C. Worthington & Helen Higgs, 2004. "Art as an investment: risk, return and portfolio diversification in major painting markets," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 44(2), pages 257-271, July.
    27. Goetzmann, William Nelson, 1992. "The Accuracy of Real Estate Indices: Repeat Sale Estimators," The Journal of Real Estate Finance and Economics, Springer, vol. 5(1), pages 5-53, March.
    28. Chanel, O. & Gerard, L.A. & Ginsburgh, V., 1992. "The Relevence of Hedonic Price Indices the Case of Paintings," G.R.E.Q.A.M. 92a19, Universite Aix-Marseille III.
    29. Boyan Jovanovic, 2013. "The 2012 Lawrence R. Klein Lecture: Bubbles In Prices Of Exhaustible Resources," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 54(1), pages 1-34, February.
    30. Brachinger, Hans Wolfgang & Beer, Michael, 2009. "The Econometric Foundations of Hedonic Elementary Price Indices," DQE Working Papers 12, Department of Quantitative Economics, University of Freiburg/Fribourg Switzerland.
    31. Benjamin R. Mandel, 2009. "Art as an Investment and Conspicuous Consumption Good," American Economic Review, American Economic Association, vol. 99(4), pages 1653-1663, September.
    32. Rothstein, Marvin, 1972. "On Geometric and Arithmetic Portfolio Performance Indexes," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 7(4), pages 1983-1992, September.
    33. Manning, Willard G. & Mullahy, John, 2001. "Estimating log models: to transform or not to transform?," Journal of Health Economics, Elsevier, vol. 20(4), pages 461-494, July.
    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. Heinrich Ursprung, 2020. "Jane Beats Them All: Price Formation and Financial Returns to Investing in Rare Books," CESifo Working Paper Series 8302, CESifo.
    2. Francesco Angelini & Massimiliano Castellani, 2019. "Cultural and economic value: a critical review," Journal of Cultural Economics, Springer;The Association for Cultural Economics International, vol. 43(2), pages 173-188, June.
    3. Vecco, Marilena & Chang, Simeng & Zanola, Roberto, 2022. "The more you know, the better: A Heckman repeat-sales price index," The Quarterly Review of Economics and Finance, Elsevier, vol. 85(C), pages 194-199.

    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. Luc Renneboog & Christophe Spaenjers, 2013. "Buying Beauty: On Prices and Returns in the Art Market," Management Science, INFORMS, vol. 59(1), pages 36-53, February.
    2. Victor Ginsburgh & Jianping Mei & Michael Moses, 2006. "On the computation of art indices in art," ULB Institutional Repository 2013/7290, ULB -- Universite Libre de Bruxelles.
    3. Marinelli, Nicoletta & Palomba, Giulio, 2011. "A model for pricing Italian Contemporary Art paintings at auction," The Quarterly Review of Economics and Finance, Elsevier, vol. 51(2), pages 212-224, May.
    4. Belma Öztürkkal & Aslı Togan-Eğrican, 2020. "Art investment: hedging or safe haven through financial crises," Journal of Cultural Economics, Springer;The Association for Cultural Economics International, vol. 44(3), pages 481-529, September.
    5. Assaf, Ata & Kristoufek, Ladislav & Demir, Ender & Kumar Mitra, Subrata, 2021. "Market efficiency in the art markets using a combination of long memory, fractal dimension, and approximate entropy measures," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 71(C).
    6. Demir, Ender & Gozgor, Giray & Sari, Emre, 2018. "Dynamics of the Turkish paintings market: A comprehensive empirical study," Emerging Markets Review, Elsevier, vol. 36(C), pages 180-194.
    7. Régis Blazy & Marie Blum, 2022. "Horizontal and vertical differentiation in comic art auctions," Economic Inquiry, Western Economic Association International, vol. 60(3), pages 1382-1415, July.
    8. Petrov, Nikita & Ratnikova, Tatiana, 2017. "The price index for the paintings of Henri Matisse: The sensitivity to the method of construction and connection with stock market and art indices," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 47, pages 49-73.
    9. Ventura Charlin & Arturo Cifuentes, 2013. "A new financial metric for the art market," Papers 1309.6929, arXiv.org, revised Jul 2015.
    10. William N. Goetzmann & Luc Renneboog & Christophe Spaenjers, 2011. "Art and Money," American Economic Review, American Economic Association, vol. 101(3), pages 222-226, May.
    11. Helen Higgs & John Forster, 2014. "The auction market for artworks and their physical dimensions: Australia—1986 to 2009," Journal of Cultural Economics, Springer;The Association for Cultural Economics International, vol. 38(1), pages 85-104, February.
    12. Aylin Seckin, 2006. "Art as an Investment under High Inflation: an Empirical Study on Turkish Paintings," EcoMod2006 272100081, EcoMod.
    13. Garay, Urbi, 2021. "Determinants of art prices and performance by movements: Long-run evidence from an emerging market," Journal of Business Research, Elsevier, vol. 127(C), pages 413-426.
    14. Renneboog, L.D.R. & Spaenjers, C., 2013. "Buying beauty : On prices and returns in the art market," Other publications TiSEM 47e78d10-6224-4e39-9339-9, Tilburg University, School of Economics and Management.
    15. Agnello, Richard J., 2016. "Do U.S. paintings follow the CAPM? Findings disaggregated by subject, artist, and value of the work," Research in Economics, Elsevier, vol. 70(3), pages 403-411.
    16. Kraeussl, Roman & Logher, Robin, 2010. "Emerging art markets," Emerging Markets Review, Elsevier, vol. 11(4), pages 301-318, December.
    17. Arthur Korteweg & Roman Kräussl & Patrick Verwijmeren, 2016. "Does it Pay to Invest in Art? A Selection-Corrected Returns Perspective," The Review of Financial Studies, Society for Financial Studies, vol. 29(4), pages 1007-1038.
    18. Fabian Y.R.P. Bocart & Eric Ghysels & Christian M. Hafner, 2020. "Monthly Art Market Returns," JRFM, MDPI, vol. 13(5), pages 1-22, May.
    19. Fedderke, Johannes W. & Li, Kaini, 2020. "Art in Africa: Hedonic price analysis of the South African fine art auction market, 2009–2014," Economic Modelling, Elsevier, vol. 84(C), pages 88-101.
    20. Fedderke, Johannes W. & Chen, Tinghua, 2023. "Generalizing the “Masterpiece Effect” in fine art pricing: Quantile Hedonic regression results for the South African fine art market, 2009–2021," Economic Modelling, Elsevier, vol. 124(C).

    More about this item

    Keywords

    Retransformation; Dutot price index; Jevons price index; Non-standard investments; Hedonic prices;
    All these keywords.

    JEL classification:

    • C6 - Mathematical and Quantitative Methods - - Mathematical Methods; Programming Models; Mathematical and Simulation Modeling
    • D2 - Microeconomics - - Production and Organizations
    • Z1 - Other Special Topics - - Cultural Economics

    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:jeborg:v:140:y:2017:i:c:p:120-129. 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/jebo .

    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.