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Modelling Charitable Donations: A Latent Class Panel Approach

Author

Listed:
  • sarah Brown

    (Department of Economics, The University of Sheffield)

  • Mark N Harris

    (Department of Econometrics and Business Statistics, Monash University, Australia)

  • Karl Taylor

    (Department of Economics, The University of Sheffield)

Abstract

We apply a latent class tobit framework to the analysis of charitable donations at the household level where the latent class aspect of the model splits households into two groups, which we subsequently interpret as "low" donators and "high" donators. Then the tobit part of the model explores the determinants of the amount donated by each household conditional on being in that class. We consider both total donations and also separately religious donations. Our findings, which are based on US panel data, suggest that price and labour income elasticities differ substantially across the two classes. The inverse price effect is most pronounced for the "low" donators group for both total and religious donations. The labour income elasticity switches direction of influence upon charitable donations across the two latent classes with a negative influence for the "high" donators group and a positive influence for the "low" donators group, for the case of total donations to charity, a pattern which is reversed in the case of solely religious donations.

Suggested Citation

  • sarah Brown & Mark N Harris & Karl Taylor, 2010. "Modelling Charitable Donations: A Latent Class Panel Approach," Working Papers 2010017, The University of Sheffield, Department of Economics, revised Sep 2010.
    • Handle: RePEc:shf:wpaper:2010017
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    References listed on IDEAS

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    1. Swait, Joffre & Adamowicz, Wiktor, 2001. "The Influence of Task Complexity on Consumer Choice: A Latent Class Model of Decision Strategy Switching," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 28(1), pages 135-148, June.
    2. Beth A. Reboussin & Edward H. Ip & Mark Wolfson, 2008. "Locally dependent latent class models with covariates: an application to under‐age drinking in the USA," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 171(4), pages 877-897, October.
    3. Dean Karlan & John A. List, 2007. "Does Price Matter in Charitable Giving? Evidence from a Large-Scale Natural Field Experiment," American Economic Review, American Economic Association, vol. 97(5), pages 1774-1793, December.
    4. Wilhelm, Mark Ottoni & Brown, Eleanor & Rooney, Patrick M. & Steinberg, Richard, 2008. "The intergenerational transmission of generosity," Journal of Public Economics, Elsevier, vol. 92(10-11), pages 2146-2156, October.
    5. Deb, Partha & Trivedi, Pravin K., 2002. "The structure of demand for health care: latent class versus two-part models," Journal of Health Economics, Elsevier, vol. 21(4), pages 601-625, July.
    6. Yen, Steven T. & Boxall, Peter C. & Adamowicz, Wiktor L., 1997. "An Econometric Analysis Of Donations For Environmental Conservation In Canada," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 22(2), pages 1-18, December.
    7. Albert Ade. Okunade & Phanindra V. Wunnava & Raymond Walsh, 1994. "Charitable Giving of Alumni," American Journal of Economics and Sociology, Wiley Blackwell, vol. 53(1), pages 73-84, January.
    8. Deb, Partha & Trivedi, Pravin K, 1997. "Demand for Medical Care by the Elderly: A Finite Mixture Approach," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 12(3), pages 313-336, May-June.
    9. Gerald E. Auten & Holger Sieg & Charles T. Clotfelter, 2002. "Charitable Giving, Income, and Taxes: An Analysis of Panel Data," American Economic Review, American Economic Association, vol. 92(1), pages 371-382, March.
    10. Khanna, Jyoti & Posnett, John & Sandler, Todd, 1995. "Charity donations in the UK: New evidence based on panel data," Journal of Public Economics, Elsevier, vol. 56(2), pages 257-272, February.
    11. David C. Ribar & Mark O. Wilhelm, 2002. "Altruistic and Joy-of-Giving Motivations in Charitable Behavior," Journal of Political Economy, University of Chicago Press, vol. 110(2), pages 425-457, April.
    12. Heckman, James, 2013. "Sample selection bias as a specification error," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 31(3), pages 129-137.
    13. Bari K. Yörük, 2010. "Charitable Giving by Married Couples Revisited," Journal of Human Resources, University of Wisconsin Press, vol. 45(2).
    14. Kingma, Bruce Robert, 1989. "An Accurate Measurement of the Crowd-Out Effect, Income Effect, and Price Effect for Charitable Contributions," Journal of Political Economy, University of Chicago Press, vol. 97(5), pages 1197-1207, October.
    15. Auten, Gerald & Joulfaian, David, 1996. "Charitable contributions and intergenerational transfers," Journal of Public Economics, Elsevier, vol. 59(1), pages 55-68, January.
    16. Junyi Shen, 2009. "Latent class model or mixed logit model? A comparison by transport mode choice data," Applied Economics, Taylor & Francis Journals, vol. 41(22), pages 2915-2924.
    17. Rivers, Douglas & Vuong, Quang H., 1988. "Limited information estimators and exogeneity tests for simultaneous probit models," Journal of Econometrics, Elsevier, vol. 39(3), pages 347-366, November.
    18. Yörük, BarIs K., 2009. "How responsive are charitable donors to requests to give?," Journal of Public Economics, Elsevier, vol. 93(9-10), pages 1111-1117, October.
    19. Glenday, Graham & Gupta, Anil K & Pawlak, Henry, 1986. "Tax Incentives for Personal Charitable Contributions," The Review of Economics and Statistics, MIT Press, vol. 68(4), pages 688-693, November.
    20. Schwartz, Robert A, 1970. "Personal Philanthropic Contributions," Journal of Political Economy, University of Chicago Press, vol. 78(6), pages 1264-1291, Nov.-Dec..
    21. Sergi Jiménez‐Martín & José M. Labeaga & Maite Martínez‐Granado, 2002. "Latent class versus two‐part models in the demand for physician services across the European Union," Health Economics, John Wiley & Sons, Ltd., vol. 11(4), pages 301-321, June.
    22. Schokkaert, Erik, 2006. "The Empirical Analysis of Transfer Motives," Handbook on the Economics of Giving, Reciprocity and Altruism, in: S. Kolm & Jean Mercier Ythier (ed.), Handbook of the Economics of Giving, Altruism and Reciprocity, edition 1, volume 1, chapter 2, pages 127-181, Elsevier.
    23. Smith, Vincent H. & Kehoe, Michael R. & Cremer, Mary E., 1995. "The private provision of public goods: Altruism and voluntary giving," Journal of Public Economics, Elsevier, vol. 58(1), pages 107-126, September.
    24. Reece, William S, 1979. "Charitable Contributions: New Evidence on Household Behavior," American Economic Review, American Economic Association, vol. 69(1), pages 142-151, March.
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    More about this item

    Keywords

    Charity; Donations; Latent Class; Panel Data; Tobit;
    All these keywords.

    JEL classification:

    • D19 - Microeconomics - - Household Behavior - - - Other
    • H24 - Public Economics - - Taxation, Subsidies, and Revenue - - - Personal Income and Other Nonbusiness Taxes and Subsidies
    • H41 - Public Economics - - Publicly Provided Goods - - - Public Goods
    • H31 - Public Economics - - Fiscal Policies and Behavior of Economic Agents - - - Household

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