IDEAS home Printed from https://ideas.repec.org/p/ecb/ecbwps/20091050.html
   My bibliography  Save this paper

Wealth effects on consumption: evidence from the euro area

Author

Listed:
  • Sousa, Ricardo M.

Abstract

This paper estimates the wealth effects on consumption in the euro area as a whole. I show that: (i) financial wealth effects are relatively large and statistically significant; (ii) housing wealth effects are virtually nil and not significant; (iii) consumption growth exhibits strong persistence and responds sluggishly to shocks; and (iv) the immediate response of consumption to wealth is substantially different from the long run wealth effects. By disaggregating financial wealth into its major components, the estimates suggest that wealth effects are particularly large for currency and deposits, and shares and mutual funds. In addition, consumption seems to be very responsive to financial liabilities and mortgage loans. JEL Classification: E21, E44, D12

Suggested Citation

  • Sousa, Ricardo M., 2009. "Wealth effects on consumption: evidence from the euro area," Working Paper Series 1050, European Central Bank.
  • Handle: RePEc:ecb:ecbwps:20091050
    as

    Download full text from publisher

    File URL: https://www.ecb.europa.eu//pub/pdf/scpwps/ecbwp1050.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Iacoviello, Matteo & Ortalo-Magne, Francois, 2003. "Hedging Housing Risk in London," The Journal of Real Estate Finance and Economics, Springer, vol. 27(2), pages 191-209, September.
    2. Hall, Robert E, 1978. "Stochastic Implications of the Life Cycle-Permanent Income Hypothesis: Theory and Evidence," Journal of Political Economy, University of Chicago Press, vol. 86(6), pages 971-987, December.
    3. Thaler, Richard H, 1990. "Saving, Fungibility, and Mental Accounts," Journal of Economic Perspectives, American Economic Association, vol. 4(1), pages 193-205, Winter.
    4. Case Karl E. & Quigley John M. & Shiller Robert J., 2005. "Comparing Wealth Effects: The Stock Market versus the Housing Market," The B.E. Journal of Macroeconomics, De Gruyter, vol. 5(1), pages 1-34, May.
    5. repec:sae:niesru:v:140:y::i:1:p:78-85 is not listed on IDEAS
    6. Coenen, Gunter & Wieland, Volker, 2005. "A small estimated euro area model with rational expectations and nominal rigidities," European Economic Review, Elsevier, vol. 49(5), pages 1081-1104, July.
    7. Slacalek Jiri, 2009. "What Drives Personal Consumption? The Role of Housing and Financial Wealth," The B.E. Journal of Macroeconomics, De Gruyter, vol. 9(1), pages 1-37, October.
    8. Engelhardt, Gary V. & Mayer, Christopher J., 1998. "Intergenerational Transfers, Borrowing Constraints, and Saving Behavior: Evidence from the Housing Market," Journal of Urban Economics, Elsevier, vol. 44(1), pages 135-157, July.
    9. Joao Cocco, 2000. "Hedging House Price Risk With Incomplete Markets," Computing in Economics and Finance 2000 317, Society for Computational Economics.
    10. Christina D. Romer, 1990. "The Great Crash and the Onset of the Great Depression," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 105(3), pages 597-624.
    11. Campbell, John Y. & Cocco, Joao F., 2007. "How do house prices affect consumption? Evidence from micro data," Journal of Monetary Economics, Elsevier, vol. 54(3), pages 591-621, April.
    12. repec:cup:nierev:v:140:y:1992:i::p:78-85_7 is not listed on IDEAS
    13. Nikola Dvornak & Marion Kohler, 2007. "Housing Wealth, Stock Market Wealth and Consumption: A Panel Analysis for Australia," The Economic Record, The Economic Society of Australia, vol. 83(261), pages 117-130, June.
    14. Stephen P. Zeldes, 1989. "Optimal Consumption with Stochastic Income: Deviations from Certainty Equivalence," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 104(2), pages 275-298.
    15. Claus Brand & Nuno Cassola, 2004. "A money demand system for euro area M3," Applied Economics, Taylor & Francis Journals, vol. 36(8), pages 817-838.
    16. Luigi Guiso & Monica Paiella & Ignazio Visco, 2005. "Do capital gains affect consumption? Estimates of wealth effects from Italian households� behavior," Temi di discussione (Economic working papers) 555, Bank of Italy, Economic Research and International Relations Area.
    17. Ohtake, F. & Horioka, C.Y., 1995. "Saving Motives in Japan," ISER Discussion Paper 0392, Institute of Social and Economic Research, Osaka University.
    18. Alan S. Blinder & Angus Deaton, 1985. "The Time Series Consumption Function Revisited," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 16(2), pages 465-521.
    19. Peltonen, Tuomas A. & Sousa, Ricardo M. & Vansteenkiste, Isabel S., 2012. "Wealth effects in emerging market economies," International Review of Economics & Finance, Elsevier, vol. 24(C), pages 155-166.
    20. Stock, James H & Watson, Mark W, 1993. "A Simple Estimator of Cointegrating Vectors in Higher Order Integrated Systems," Econometrica, Econometric Society, vol. 61(4), pages 783-820, July.
    21. John Y. Campbell & N. Gregory Mankiw, 1989. "Consumption, Income, and Interest Rates: Reinterpreting the Time Series Evidence," NBER Chapters, in: NBER Macroeconomics Annual 1989, Volume 4, pages 185-246, National Bureau of Economic Research, Inc.
    22. Martin Lettau & Sydney Ludvigson, 2001. "Consumption, Aggregate Wealth, and Expected Stock Returns," Journal of Finance, American Finance Association, vol. 56(3), pages 815-849, June.
    23. Guido W. Imbens & Donald B. Rubin & Bruce I. Sacerdote, 2001. "Estimating the Effect of Unearned Income on Labor Earnings, Savings, and Consumption: Evidence from a Survey of Lottery Players," American Economic Review, American Economic Association, vol. 91(4), pages 778-794, September.
    24. Horioka, Charles Yuji, 1996. "Capital Gains in Japan: Their Magnitude and Impact on Consumption," Economic Journal, Royal Economic Society, vol. 106(436), pages 560-577, May.
    25. James Banks & Richard Blundell & James P. Smith, 2002. "Wealth Portfolios in the UK and the US," NBER Working Papers 9128, National Bureau of Economic Research, Inc.
    26. repec:fth:harver:1435 is not listed on IDEAS
    27. Christopher A. Pissarides, 1978. "Liquidity Considerations in the Theory of Consumption," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 92(2), pages 279-296.
    28. Skudelny, Frauke, 2009. "Euro area private consumption: Is there a role for housing wealth effects," Working Paper Series 1057, European Central Bank.
    29. John Y. Campbell & John Cochrane, 1999. "Force of Habit: A Consumption-Based Explanation of Aggregate Stock Market Behavior," Journal of Political Economy, University of Chicago Press, vol. 107(2), pages 205-251, April.
    30. Bajari, Patrick & Benkard, C. Lanier & Krainer, John, 2005. "House prices and consumer welfare," Journal of Urban Economics, Elsevier, vol. 58(3), pages 474-487, November.
    31. Fagan, Gabriel & Henry, Jérôme & Mestre, Ricardo, 2001. "An area-wide model (AWM) for the euro area," Working Paper Series 42, European Central Bank.
    32. Hilary W. Hoynes & Daniel L. McFadden, 1996. "The Impact of Demographics on Housing and Nonhousing Wealth in the United States," NBER Chapters, in: The Economic Effects of Aging in the United States and Japan, pages 153-194, National Bureau of Economic Research, Inc.
    33. Engle, Robert & Granger, Clive, 2015. "Co-integration and error correction: Representation, estimation, and testing," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 39(3), pages 106-135.
    34. Willman, Alpo & Whelan, Karl & Altissimo, Filippo & Georgiou, Evaggelia & Sastre, Teresa & Valderrama, Maria Teresa & Sterne, Gabriel & Stocker, Marc & Weth, Mark, 2005. "Wealth and asset price effects on economic activity," Occasional Paper Series 29, European Central Bank.
    35. Sundaresan, Suresh M, 1989. "Intertemporally Dependent Preferences and the Volatility of Consumption and Wealth," The Review of Financial Studies, Society for Financial Studies, vol. 2(1), pages 73-89.
    36. Paiella, Monica, 2007. "Does wealth affect consumption? Evidence for Italy," Journal of Macroeconomics, Elsevier, vol. 29(1), pages 189-205, March.
    37. Morris A. Davis & Michael G. Palumbo, 2001. "A primer on the economics and time series econometrics of wealth effects," Finance and Economics Discussion Series 2001-09, Board of Governors of the Federal Reserve System (U.S.).
    38. Nathalie Girouard & Sveinbjörn Blöndal, 2001. "House Prices and Economic Activity," OECD Economics Department Working Papers 279, OECD Publishing.
    39. Todd Sinai & Nicholas S. Souleles, 2005. "Owner-Occupied Housing as a Hedge Against Rent Risk," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 120(2), pages 763-789.
    40. Rossi, Nicola & Visco, Ignazio, 1995. "National saving and social security in Italy," Ricerche Economiche, Elsevier, vol. 49(4), pages 329-356, December.
    41. Ogawa, Kazuo & Kitasaka, Shin-ichi & Yamaoka, Hiroshi & Iwata, Yasuharu, 1996. "An empirical re-evaluation of wealth effect in Japanese household behavior," Japan and the World Economy, Elsevier, vol. 8(4), pages 423-442, December.
    42. Newey, Whitney & West, Kenneth, 2014. "A simple, positive semi-definite, heteroscedasticity and autocorrelation consistent covariance matrix," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 33(1), pages 125-132.
    43. Alvin Tan & Graham Voss, 2000. "Consumption and Wealth," RBA Research Discussion Papers rdp2000-09, Reserve Bank of Australia.
    44. James M. Poterba & Andrew A. Samwick, 1995. "Stock Ownership Patterns, Stock Market Fluctuations, and Consumption," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 26(2), pages 295-372.
    45. Gary V. Engelhardt & Christopher J. Mayer, 1994. "Gifts, down payments, and housing affordability," Working Papers 94-5, Federal Reserve Bank of Boston.
    46. Karen E. Dynan, 2000. "Habit Formation in Consumer Preferences: Evidence from Panel Data," American Economic Review, American Economic Association, vol. 90(3), pages 391-406, June.
    47. James M. Poterba, 2000. "Stock Market Wealth and Consumption," Journal of Economic Perspectives, American Economic Association, vol. 14(2), pages 99-118, Spring.
    48. Ricardo M. Sousa, 2007. "Wealth Shocks and Risk Aversion," NIPE Working Papers 28/2007, NIPE - Universidade do Minho.
    49. Gerdesmeier, Dieter & Roffia, Barbara, 2003. "Empirical estimates of reaction functions for the euro area," Working Paper Series 206, European Central Bank.
    50. Warwick J. McKibbin & Anthony J. Richards, 1988. "Consumption and Permanent Income: The Australian Case," RBA Research Discussion Papers rdp8808, Reserve Bank of Australia.
    51. Flavin, Marjorie A, 1981. "The Adjustment of Consumption to Changing Expectations about Future Income," Journal of Political Economy, University of Chicago Press, vol. 89(5), pages 974-1009, October.
    52. Estrada, Ángel & Willman, Alpo, 2002. "The Spanish block of the ESCB-multi-country model," Working Paper Series 149, European Central Bank.
    53. Gabriela Lopes de Castro, 2007. "The Wealth Effect on Consumption in the Portuguese Economy," Economic Bulletin and Financial Stability Report Articles and Banco de Portugal Economic Studies, Banco de Portugal, Economics and Research Department.
    54. Yash P. Mehra, 2001. "The wealth effect in empirical life-cycle aggregate consumption equations," Economic Quarterly, Federal Reserve Bank of Richmond, issue Spr, pages 45-67.
    55. Ángel Estrada & José Luis Fernández & Esther Moral & Ana V. Regil, 2004. "A quarterly macroeconometric model of the Spanish Economy," Working Papers 0413, Banco de España.
    56. Levin, Laurence, 1998. "Are assets fungible?: Testing the behavioral theory of life-cycle savings," Journal of Economic Behavior & Organization, Elsevier, vol. 36(1), pages 59-83, July.
    57. Eva Sierminska & Yelena Takhtamanova, 2006. "Wealth Effects Out of Financial and Housing Wealth: Cross Country and Age Group Comparisons," LWS Working papers 4, LIS Cross-National Data Center in Luxembourg.
    58. Davidson, James E. H. & Hendry, David F., 1981. "Interpreting econometric evidence : The behaviour of consumers' expenditure in the UK," European Economic Review, Elsevier, vol. 16(1), pages 177-192.
    59. Englund, Peter & Hwang, Min & Quigley, John M, 2002. "Hedging Housing Risk," The Journal of Real Estate Finance and Economics, Springer, vol. 24(1-2), pages 167-200, Jan.-Marc.
    60. J. Walter Elliott, 1980. "Wealth and Wealth Proxies in a Permanent Income Model," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 95(3), pages 509-535.
    61. Cho, Sungwon, 2006. "Evidence of a stock market wealth effect using household level data," Economics Letters, Elsevier, vol. 90(3), pages 402-406, March.
    62. Christopher D. Carroll & Misuzu Otsuka & Jirka Slacalek, 2006. "How Large Is the Housing Wealth Effect? A New Approach," NBER Working Papers 12746, National Bureau of Economic Research, Inc.
    63. Sydney C. Ludvigson & Charles Steindel, 1999. "How important is the stock market effect on consumption?," Economic Policy Review, Federal Reserve Bank of New York, vol. 5(Jul), pages 29-51.
    64. Olympia Bover, 2005. "Wealth effects on consumption: microeconometric estimates from the Spanish survey of household finances," Working Papers 0522, Banco de España.
    65. Peek, Joe, 1983. "Capital Gains and Personal Saving Behavior," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 15(1), pages 1-23, February.
    66. Shefrin, Hersh M & Thaler, Richard H, 1988. "The Behavioral Life-Cycle Hypothesis," Economic Inquiry, Western Economic Association International, vol. 26(4), pages 609-643, October.
    67. Constantinides, George M, 1990. "Habit Formation: A Resolution of the Equity Premium Puzzle," Journal of Political Economy, University of Chicago Press, vol. 98(3), pages 519-543, June.
    68. Kul B. Bhatia, 1987. "Real Estate Assets and Consumer Spending," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 102(2), pages 437-444.
    69. Funke, Norbert, 2004. "Is there a stock market wealth effect in emerging markets?," Economics Letters, Elsevier, vol. 83(3), pages 417-421, June.
    70. Karl Whelan & Filippo Altissimo & Evaggelia Georgiou & Teresa Sastre & Maria Teresa Valderrama & Gabriel Sterne & Marc Stocker & Mark Weth & Alpo Willman, 2005. "Wealth and asset price effects on economic activity," Open Access publications 10197/210, School of Economics, University College Dublin.
    71. Alvin Tan & Graham Voss, 2003. "Consumption and Wealth in Australia," The Economic Record, The Economic Society of Australia, vol. 79(244), pages 39-56, March.
    72. Ricardo M. Sousa, 2003. "Property of stocks and wealth effects on consumption," NIPE Working Papers 2/2003, NIPE - Universidade do Minho.
    73. Ray Barrell & Jan Willem in't Veld, 1992. "Wealth Effects and Fiscal Policy in the National Institute Global Econometric Model," National Institute Economic Review, National Institute of Economic and Social Research, vol. 140(1), pages 78-85, May.
    74. Hurd, Michael D. & Yashiro, Naohiro (ed.), 1997. "The Economic Effects of Aging in the United States and Japan," National Bureau of Economic Research Books, University of Chicago Press, edition 1, number 9780226361000, September.
    75. Mr. Alexander Ludwig & Mr. Torsten M Sloek, 2002. "The Impact of Changes in Stock Prices and House Priceson Consumption in OECD Countries," IMF Working Papers 2002/001, International Monetary Fund.
    76. Emilio Fernandez-Corugedo & Simon Price & Andrew Blake, 2003. "The dynamics of consumers' expenditure: the UK consumption ECM redux," Bank of England working papers 204, Bank of England.
    77. Yoshikawa, Hiroshi & Ohtaka, Fumio, 1989. "An analysis of female labor supply, housing demand and the saving rate in Japan," European Economic Review, Elsevier, vol. 33(5), pages 997-1023, May.
    78. Mr. Torsten M Sloek & Ms. Hali J Edison, 2001. "Wealth Effects and the New Economy," IMF Working Papers 2001/077, International Monetary Fund.
    79. Laurence Boone & Claude Giorno & Pete Richardson, 1998. "Stock Market Fluctuations and Consumption Behaviour: Some Recent Evidence," OECD Economics Department Working Papers 208, OECD Publishing.
    80. Saikkonen, Pentti, 1991. "Asymptotically Efficient Estimation of Cointegration Regressions," Econometric Theory, Cambridge University Press, vol. 7(1), pages 1-21, March.
    81. Phillips, Peter C B & Ouliaris, S, 1990. "Asymptotic Properties of Residual Based Tests for Cointegration," Econometrica, Econometric Society, vol. 58(1), pages 165-193, January.
    82. Peltonen, Tuomas A. & Grant, Charles, 2008. "Housing and equity wealth effects of Italian households," Working Paper Series 857, European Central Bank.
    83. Kennickell, Arthur B & Starr-McCluer, Martha, 1997. "Retrospective Reporting of Household Wealth: Evidence from the 1983-1989 Survey of Consumer Finances," Journal of Business & Economic Statistics, American Statistical Association, vol. 15(4), pages 452-463, October.
    84. Lise Pichette, 2000. "Les effets réels du cours des actions sur la consommation," Staff Working Papers 00-21, Bank of Canada.
    85. Levin, Andrew & Lin, Chien-Fu & James Chu, Chia-Shang, 2002. "Unit root tests in panel data: asymptotic and finite-sample properties," Journal of Econometrics, Elsevier, vol. 108(1), pages 1-24, May.
    Full references (including those not matched with items on IDEAS)

    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. Peltonen, Tuomas A. & Sousa, Ricardo M. & Vansteenkiste, Isabel S., 2012. "Wealth effects in emerging market economies," International Review of Economics & Finance, Elsevier, vol. 24(C), pages 155-166.
    2. Sousa, Ricardo M., 2010. "Consumption, (dis)aggregate wealth, and asset returns," Journal of Empirical Finance, Elsevier, vol. 17(4), pages 606-622, September.
    3. Swamy, Vighneswara, 2017. "Wealth Effects and Macroeconomic Dynamics – Evidence from Indian Economy," MPRA Paper 76836, University Library of Munich, Germany.
    4. Ricardo M. Sousa, 2003. "Property of stocks and wealth effects on consumption," NIPE Working Papers 2/2003, NIPE - Universidade do Minho.
    5. Monica Paiella, 2009. "The Stock Market, Housing And Consumer Spending: A Survey Of The Evidence On Wealth Effects," Journal of Economic Surveys, Wiley Blackwell, vol. 23(5), pages 947-973, December.
    6. Apergis, Nicholas & Bouras, Christos & Christou, Christina & Hassapis, Christis, 2018. "Multi-horizon wealth effects across the G7 economies," Economic Modelling, Elsevier, vol. 72(C), pages 165-176.
    7. Yener Coskun & Burak Sencer Atasoy & Giacomo Morri & Esra Alp, 2018. "Wealth Effects on Household Final Consumption: Stock and Housing Market Channels," IJFS, MDPI, vol. 6(2), pages 1-32, June.
    8. Yener Coskun & Christos Bouras & Rangan Gupta & Mark E. Wohar, 2021. "Multi-Horizon Financial and Housing Wealth Effects across the U.S. States," Sustainability, MDPI, vol. 13(3), pages 1-20, January.
    9. Case Karl E. & Quigley John M. & Shiller Robert J., 2005. "Comparing Wealth Effects: The Stock Market versus the Housing Market," The B.E. Journal of Macroeconomics, De Gruyter, vol. 5(1), pages 1-34, May.
    10. Ludwig Alexander & Sløk Torsten, 2004. "The Relationship between Stock Prices, House Prices and Consumption in OECD Countries," The B.E. Journal of Macroeconomics, De Gruyter, vol. 4(1), pages 1-28, March.
    11. Simone Salotti, 2012. "Wealth Effects in the US: Evidence from the Combination of Two Surveys," The Economic and Social Review, Economic and Social Studies, vol. 43(1), pages 67-98.
    12. Bruno Eugène & Philippe Jeanfils & Benoît Robert, 2003. "La consommation privée en Belgique," Working Paper Document 39, National Bank of Belgium.
    13. Signe Rosenberg, 2015. "The Impact of a Change in Real Estate Value on Private Consumption in Estonia," Research in Economics and Business: Central and Eastern Europe, Tallinn School of Economics and Business Administration, Tallinn University of Technology, vol. 7(2).
    14. Ersi Athanassiou & Ekaterini Tsouma, 2017. "Financial and Housing Wealth Effects on Private Consumption: The Case of Greece," South-Eastern Europe Journal of Economics, Association of Economic Universities of South and Eastern Europe and the Black Sea Region, vol. 15(1), pages 63-86.
    15. Alessio Ciarlone, 2012. "Wealth effects in emerging economies," Temi di discussione (Economic working papers) 843, Bank of Italy, Economic Research and International Relations Area.
    16. Ahec Šonje, Amina & Čeh Časni, Anita & Vizek, Maruška, 2014. "The effect of housing and stock market wealth on consumption in emerging and developed countries," Economic Systems, Elsevier, vol. 38(3), pages 433-450.
    17. Ciarlone, Alessio, 2011. "Housing wealth effect in emerging economies," Emerging Markets Review, Elsevier, vol. 12(4), pages 399-417.
    18. Nikola Dvornak & Marion Kohler, 2007. "Housing Wealth, Stock Market Wealth and Consumption: A Panel Analysis for Australia," The Economic Record, The Economic Society of Australia, vol. 83(261), pages 117-130, June.
    19. Vincent Labhard & Gabriel Sterne & Chris Young, 2005. "Wealth and consumption: an assessment of the international evidence," Bank of England working papers 275, Bank of England.
    20. Stijn Claessens & M Ayhan Kose, 2018. "Frontiers of macrofinancial linkages," BIS Papers, Bank for International Settlements, number 95.

    More about this item

    Keywords

    consumption; financial wealth; Housing wealth;
    All these keywords.

    JEL classification:

    • E21 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Consumption; Saving; Wealth
    • E44 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Financial Markets and the Macroeconomy
    • D12 - Microeconomics - - Household Behavior - - - Consumer Economics: Empirical Analysis

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:ecb:ecbwps:20091050. 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: Official Publications (email available below). General contact details of provider: https://edirc.repec.org/data/emieude.html .

    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.