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Personalized Fundraising: A Field Experiment on Threshold Matching of Donations

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  • Adena, Maja

    (WZB Berlin)

  • Huck, Steffen

    (WZB Berlin and UCL)

Abstract

We study a form of threshold matching in fundraising where donations above a certain threshold are topped up with a fixed amount. We show theoretically that threshold matching can induce crowding in if appropriately personalized. In a field experiment, we explore how thresholds should be chosen depending on past donations. The optimal choice of thresholds is rather bold, approximately 75% above past donations. Additionally, we explore how thresholds should be set for new donors as a function of their personal characteristics and demonstrate the benefits of personalization as opposed to setting a general threshold that applies to all recipients of a fundraising call.

Suggested Citation

  • Adena, Maja & Huck, Steffen, 2022. "Personalized Fundraising: A Field Experiment on Threshold Matching of Donations," Rationality and Competition Discussion Paper Series 328, CRC TRR 190 Rationality and Competition.
    • Handle: RePEc:rco:dpaper:328
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    1. Kimberley Scharf & Sarah Smith & Mark Ottoni-Wilhelm, 2022. "Lift and Shift: The Effect of Fundraising Interventions in Charity Space and Time," American Economic Journal: Economic Policy, American Economic Association, vol. 14(3), pages 296-321, August.
    2. Daniel Rondeau & John List, 2008. "Matching and challenge gifts to charity: evidence from laboratory and natural field experiments," Experimental Economics, Springer;Economic Science Association, vol. 11(3), pages 253-267, September.
    3. Huck Steffen & Rasul Imran, 2010. "Transactions Costs in Charitable Giving: Evidence from Two Field Experiments," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 10(1), pages 1-35, April.
    4. Adena, Maja & Huck, Steffen, 2019. "Giving once, giving twice: A two-period field experiment on intertemporal crowding in charitable giving," Journal of Public Economics, Elsevier, vol. 172(C), pages 127-134.
    5. Steffen Huck & Imran Rasul & Andrew Shephard, 2015. "Comparing Charitable Fundraising Schemes: Evidence from a Natural Field Experiment and a Structural Model," American Economic Journal: Economic Policy, American Economic Association, vol. 7(2), pages 326-369, May.
    6. John A. List & David Lucking-Reiley, 2002. "The Effects of Seed Money and Refunds on Charitable Giving: Experimental Evidence from a University Capital Campaign," Journal of Political Economy, University of Chicago Press, vol. 110(1), pages 215-233, February.
    7. Avi Goldfarb & Catherine Tucker, 2011. "Online Display Advertising: Targeting and Obtrusiveness," Marketing Science, INFORMS, vol. 30(3), pages 389-404, 05-06.
    8. Nadine Chlaß & Lata Gangadharan & Kristy Jones, 2015. "Charitable Giving and Intermediation," Monash Economics Working Papers 18-15, Monash University, Department of Economics.
    9. Maja Adena & Steffen Huck & Imran Rasul, 2017. "Testing consumer theory: evidence from a natural field experiment," Journal of the Economic Science Association, Springer;Economic Science Association, vol. 3(2), pages 89-108, December.
    10. 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.
    11. James Andreoni, 2006. "Leadership Giving in Charitable Fund‐Raising," Journal of Public Economic Theory, Association for Public Economic Theory, vol. 8(1), pages 1-22, January.
    12. Adena, Maja & Huck, Steffen & Rasul, Imran, 2014. "Charitable Giving and Nonbinding Contribution-Level Suggestions - Evidence from a Field Experiment," Review of Behavioral Economics, now publishers, vol. 1(3), pages 275-293, May.
    13. Steffen Altmann & Armin Falk & Paul Heidhues & Rajshri Jayaraman & Marrit Teirlinck, 2019. "Defaults and Donations: Evidence from a Field Experiment," The Review of Economics and Statistics, MIT Press, vol. 101(5), pages 808-826, December.
    14. Desmet, Pierre & Feinberg, Fred M., 2003. "Ask and ye shall receive: The effect of the appeals scale on consumers' donation behavior," Journal of Economic Psychology, Elsevier, vol. 24(3), pages 349-376, June.
    15. Adena, Maja & Huck, Steffen, 2017. "Matching donations without crowding out? Some theoretical considerations, a field, and a lab experiment," Journal of Public Economics, Elsevier, vol. 148(C), pages 32-42.
    16. Krasteva, Silvana & Saboury, Piruz, 2021. "Informative fundraising: The signaling value of seed money and matching gifts," Journal of Public Economics, Elsevier, vol. 203(C).
    17. Avi Goldfarb & Catherine Tucker, 2011. "Rejoinder--Implications of "Online Display Advertising: Targeting and Obtrusiveness"," Marketing Science, INFORMS, vol. 30(3), pages 413-415, 05-06.
    18. Huck, Steffen & Rasul, Imran, 2011. "Matched fundraising: Evidence from a natural field experiment," Journal of Public Economics, Elsevier, vol. 95(5-6), pages 351-362, June.
    19. Pierre Desmet, 1999. "Asking for Less to Obtain More," Post-Print halshs-00143436, HAL.
    20. Johannes Diederich & Catherine C. Eckel & Raphael Epperson & Timo Goeschl & Philip J. Grossman, 2022. "Subsidizing unit donations: matches, rebates, and discounts compared," Experimental Economics, Springer;Economic Science Association, vol. 25(2), pages 734-758, April.
    21. Adena, Maja & Huck, Steffen, 2017. "Matching Donations Without Crowding Out?," Rationality and Competition Discussion Paper Series 16, CRC TRR 190 Rationality and Competition.
    22. Nadine Chlaß & Lata Gangadharan & Kristy Jones, 2023. "Charitable giving and intermediation: a principal agent problem with hidden prices," Oxford Economic Papers, Oxford University Press, vol. 75(4), pages 941-961.
    23. Meer, Jonathan, 2017. "Does fundraising create new giving?," Journal of Public Economics, Elsevier, vol. 145(C), pages 82-93.
    24. Gallier, Carlo & Goeschl, Timo & Kesternich, Martin & Lohse, Johannes & Reif, Christiane & Römer, Daniel, 2023. "Inter-charity competition under spatial differentiation: Sorting, crowding, and spillovers," Journal of Economic Behavior & Organization, Elsevier, vol. 216(C), pages 457-468.
    25. Stephan Meier, 2007. "Do Subsidies Increase Charitable Giving in the Long Run? Matching Donations in a Field Experiment," Journal of the European Economic Association, MIT Press, vol. 5(6), pages 1203-1222, December.
    26. repec:feb:natura:0053 is not listed on IDEAS
    27. Maja Adena & Steffen Huck, 2020. "Online Fundraising, Self-Image, and the Long-Term Impact of Ask Avoidance," Management Science, INFORMS, vol. 66(2), pages 722-743, February.
    28. Gary Charness & Patrick Holder, 2019. "Charity in the Laboratory: Matching, Competition, and Group Identity," Management Science, INFORMS, vol. 65(3), pages 1398-1407, March.
    29. Maja Adena & Rustamdjan Hakimov & Steffen Huck, 2024. "Charitable Giving by the Poor: A Field Experiment in Kyrgyzstan," Management Science, INFORMS, vol. 70(1), pages 633-646, January.
    30. Indranil Goswami & Indranil Goswami, 2020. "No Substitute for the Real Thing: The Importance of In-Context Field Experiments in Fundraising," Marketing Science, INFORMS, vol. 39(6), pages 1052-1070, November.
    31. repec:dau:papers:123456789/1281 is not listed on IDEAS
    32. repec:dau:papers:123456789/3534 is not listed on IDEAS
    33. Edwards, James T. & List, John A., 2014. "Toward an understanding of why suggestions work in charitable fundraising: Theory and evidence from a natural field experiment," Journal of Public Economics, Elsevier, vol. 114(C), pages 1-13.
    34. Eckel, Catherine C. & Grossman, Philip J., 2003. "Rebate versus matching: does how we subsidize charitable contributions matter?," Journal of Public Economics, Elsevier, vol. 87(3-4), pages 681-701, March.
    35. Christine L. Exley, 2020. "Using Charity Performance Metrics as an Excuse Not to Give," Management Science, INFORMS, vol. 66(2), pages 553-563, February.
    36. Gee, Laura K. & Schreck, Michael J., 2018. "Do beliefs about peers matter for donation matching? Experiments in the field and laboratory," Games and Economic Behavior, Elsevier, vol. 107(C), pages 282-297.
    37. Christine L. Exley, 2016. "Excusing Selfishness in Charitable Giving: The Role of Risk," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 83(2), pages 587-628.
    38. Varian, Hal R., 1994. "Sequential contributions to public goods," Journal of Public Economics, Elsevier, vol. 53(2), pages 165-186, February.
    39. Vesterlund, Lise, 2003. "The informational value of sequential fundraising," Journal of Public Economics, Elsevier, vol. 87(3-4), pages 627-657, March.
    40. Adena, Maja & Huck, Steffen, 2019. "Can mass fundraising harm your core business? A field experiment on how fundraising affects ticket sales," Discussion Papers, Research Unit: Economics of Change SP II 2019-304, WZB Berlin Social Science Center.
    41. Zacharias Maniadis & Fabio Tufano & John A. List, 2014. "One Swallow Doesn't Make a Summer: New Evidence on Anchoring Effects," American Economic Review, American Economic Association, vol. 104(1), pages 277-290, January.
    42. Laura Gee & Michael Schreck, 2016. "Do Beliefs About Peers Matter for Donation Matching? Experiments in the Field and Laboratory," Framed Field Experiments 00538, The Field Experiments Website.
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    Citations

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    Cited by:

    1. Castillo, Marco & Petrie, Ragan & Wardell, Clarence, 2023. "Barriers to charitable giving," Journal of Public Economics, Elsevier, vol. 224(C).
    2. Castillo, Marco & Petrie, Ragan, 2020. "Optimal Incentives to Give," IZA Discussion Papers 13321, Institute of Labor Economics (IZA).
    3. Shusaku Sasaki & Hirofumi Kurokawa & Fumio Ohtake, 2022. "An experimental comparison of rebate and matching in charitable giving: The case of Japan," The Japanese Economic Review, Springer, vol. 73(1), pages 147-177, January.
    4. Drouvelis, Michalis & Marx, Benjamin M., 2022. "Can charitable appeals identify and exploit belief heterogeneity?," Journal of Economic Behavior & Organization, Elsevier, vol. 198(C), pages 631-649.
    5. Maja Adena & Michalis Drouvelis & Steffen Huck, 2023. "Introduction to the special issue on ‘new directions in understanding philanthropic activities’," Oxford Economic Papers, Oxford University Press, vol. 75(4), pages 885-889.
    6. Tobias Cagala & Ulrich Glogowsky & Johannes Rincke & Anthony Strittmatter, 2021. "Optimal Targeting in Fundraising: A Machine-Learning Approach," Economics working papers 2021-08, Department of Economics, Johannes Kepler University Linz, Austria.
    7. Adena, Maja & Hager, Anselm, 2020. "Does online fundraising increase charitable giving? A nation-wide field experiment on Facebook," Discussion Papers, Research Unit: Economics of Change SP II 2020-302, WZB Berlin Social Science Center.
    8. Nadine Chlaß & Lata Gangadharan & Kristy Jones, 2023. "Charitable giving and intermediation: a principal agent problem with hidden prices," Oxford Economic Papers, Oxford University Press, vol. 75(4), pages 941-961.
    9. Francesco Bripi & Daniela Grieco, 2023. "Participatory incentives," Experimental Economics, Springer;Economic Science Association, vol. 26(4), pages 813-849, September.
    10. Tobias Cagala & Ulrich Glogowsky & Johannes Rincke & Anthony Strittmatter, 2021. "Optimal Targeting in Fundraising: A Causal Machine-Learning Approach," Papers 2103.10251, arXiv.org, revised Sep 2021.

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    More about this item

    Keywords

    charitable giving; field experiments; matching donations; personalization;
    All these keywords.

    JEL classification:

    • C93 - Mathematical and Quantitative Methods - - Design of Experiments - - - Field Experiments
    • D64 - Microeconomics - - Welfare Economics - - - Altruism; Philanthropy; Intergenerational Transfers
    • D12 - Microeconomics - - Household Behavior - - - Consumer Economics: Empirical Analysis

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