Abstract
Effective altruists argue that charitable giving is over-influenced by empathic responses and should instead be guided by cost-benefit analyses about the effectiveness of giving. To provide insight into the extent to which empathy and effectiveness are associated with charitable giving in the population, two meta-analyses are conducted, synthesising 416 effect sizes from 124 papers sampling 74,797 participants. Here we show that effectiveness, r = 0.34, SE = 0.04, 95%CIs [0.28, 0.40], and empathy, r = 0.25, SE = 0.02, CIs [0.21, 0.29], both positively relate to charitable giving overall. However, prediction intervals reveal significant heterogeneity. Moderation analyses reveal one crucial caveat to the overall association between effectiveness and charitable giving: although the mean effect is relatively large when effectiveness is measured, r = 0.42, CIs [0.35, 0.48], manipulated effectiveness has a weak effect, r = 0.03, CIs [−0.10, 0.17]. Our findings suggest that while people may self-perceive as effective altruists, they give like empathic ones, a disjunction that calls for deeper causal investigation.
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Data availability
The data are publicly available on the Open Science Framework: https://doi.org/10.17605/OSF.IO/QZ9AX48.
Code availability
Analyses were conducted through R, using code that is viewable on the Open Science Framework: https://doi.org/10.17605/OSF.IO/QZ9AX48.
References
Bekkers, R. & Wiepking, P. A literature review of empirical studies of philanthropy: Eight mechanisms that drive charitable giving. Nonprofit Voluntary Sect. Q. 40, 924–973 (2011).
Giving USA Foundation. (2021). Giving USA 2021: The Annual Report on Philanthropy for the Year 2020.
Bloom, P. Against empathy: The case for rational compassion. (Ecco Books, 2016).
Bloom, P. The baby in the well: The case against empathy. In The New Yorker (2013).
Batson, C. D. Altruism in humans. (Oxford University Press, 2011).
Batson, C. D. et al. Empathic joy and the empathy-altruism hypothesis. J. Personal. Soc. Psychol. 61, 413–426 (1991).
MacAskill, W. Doing good better: How effective altruism can help you make a difference. (Gotham Books, 2015).
Ord, T. in Effective altruism: Philosophical issues (eds H. Greaves & T. Pummer) 29-36 (2019).
Singer, P. The most good you can do: How effective altruism is changing ideas about living ethically. (Yale University Press, 2015).
Everett, J. A. C., Faber, N. S., Savulescu, J. & Crockett, M. J. The costs of being consequentialist: Social inference from instrumental harm and impartial beneficence. J. Exp. Soc. Psychol. 79, 200–216 (2018).
Fowler, Z., Law, K. F. & Gaesser, B. Against empathy bias: The moral value of equitable empathy. Psychological Sci. 32, 766–779 (2021).
Law, K. F., Amormino, P., Marsh, A. A. & O’Connor, B. B. Ethical reasoning versus empathic bias: A false dichotomy? Trends Cogn. Sci. 28, 1–4 (2024).
Law, K. F., Campbell, D. & Gaesser, B. Biased benevolence: The perceived morality of effective altruism across social distance. Personal. Soc. Psychol. Bull. 48, 426–444 (2022).
Metzger, L. & Günther, I. Making an impact? The relevance of information on aid effectiveness for charitable giving. A laboratory experiment. J. Dev. Econ. 136, 18–33 (2019).
Karlan, D. & Wood, D. H. The effect of effectiveness: Donor response to aid effectiveness in a direct mail fundraising experiment. J. Behav. Exp. Econ. 66, 1–8 (2017).
Berman, J. Z., Barasch, A., Levine, E. E. & Small, D. A. Impediments to effective altruism: The role of subjective preferences in charitable giving. Psychological Sci. 29, 834–844 (2018).
Eisenberg, N. & Miller, P. The relation of empathy to prosocial and related behaviors. Psychological Bull. 101, 91–119 (1987).
Ding, F. & Lu, Z. Association between empathy and prosocial behavior: A systematic review and meta-analysis. Adv. Psychological Sci. 24, 1159 (2016).
Yin, Y. & Wang, Y. Is empathy associated with more prosocial behaviour? A meta-analysis. Asian J. Soc. Psychol. 26, 3–22 (2023).
Thielmann, I., Spadaro, G. & Balliet, D. Personality and prosocial behavior: A theoretical framework and meta-analysis. Psychological Bull. 146, 30–90 (2020).
Hung, C., Hager, M. A. & Tian, Y. Do donors penalize nonprofits with higher non-program costs? A meta-analysis of donor overhead aversion. Nonprofit Voluntary Sect. Q. 52, 1587–1608 (2023).
Ryazanov, A. A. & Christenfeld, N. J. S. On the limited role of efficiency in charitable giving. Nonprofit Voluntary Sect. Q. 47, 939–959 (2018).
Kontopantelis, E., Springate, D. A. & Reeves, D. A re-analysis of the Cochrane Library data: The dangers of unobserved heterogeneity in meta-analyses. PLOS ONE 8, e69930 (2013).
Lee, L., Piliavin, J. A. & Vaughn, R. A. C. Giving time, money, and blood: Similarities and differences. Soc. Psychol. Q. 62, 276–290 (1999).
Moher, D. et al. Preferred reporting items for systematic review and meta-analysis protocols (PRISMA-P) 2015 statement. Syst. Rev. 4, 1–9 (2015).
Page, M. J. et al. The PRISMA 2020 statement: an updated guideline for reporting systematic reviews. BMJ 372, n71 (2021).
Cheung, M. W. Modeling dependent effect sizes with three-level meta-analyses: A structural equation modeling approach. Psychological Methods 19, 211–229 (2014).
Hox, J. J., Moerbeek, M. & Van de Schoot, R. Multilevel analysis: Techniques and applications. 2nd edn, (Routledge, 2010).
Henrich, J., Heine, S. J. & Norenzayan, A. Most people are not WEIRD. Nature 466, 29 (2010).
Davis, M. Measuring individual differences in empathy: Evidence for a multidimensional approach. J. Personalilty Soc. Psychol. 44, 113–126 (1983).
Rhoads, S. A. et al. Unselfish traits and social decision-making patterns characterize six populations of real-world extraordinary altruists. Nat. Commun. 14, 1807 (2023).
Clary, E. G. et al. Understanding and assessing the motivations of volunteers: A functional approach. J. Personal. Soc. Psychol. 74, 1516–1530 (1998).
France, C. R., France, J. L., Ysidron, D. W. & Samstein, B. Assessing motivations for non-living and living organ donation among individuals with and without a history of blood donation. Transfus. Med. 32, 120–127 (2022).
Areias, J., Gato, J. & Moura-Ramos, M. Motivations and attitudes of men towards sperm donation: Whom to donate and why? Sexuality Res. Soc. Policy 19, 147–158 (2022).
Singer, P. The why and how of effective altruism, https://www.ted.com/talks/peter_singer_the_why_and_how_of_effective_altruism?language=en (2013).
Dunning, D. Self-insight: Roadblocks and detours on the path to knowing thyself. (Psychology Press, 2005).
Caviola, L., Schubert, S. & Greene, J. D. The psychology of (in)effective altruism. Trends Cogn. Sci. 25, 596–607 (2021).
Kim, S., Jeong, S.-H. & Hwang, Y. Predictors of pro-environmental behaviors of American and Korean students: The application of the Theory of Reasoned Action and Protection Motivation Theory. Sci. Commun. 35, 168–188 (2013).
Hornsey, M. J. & Fielding, K. S. A cautionary note about messages of hope: Focusing on progress in reducing carbon emissions weakens mitigation motivation. Glob. Environ. Change 39, 26–34 (2016).
Hornsey, M. J., Chapman, C. M. & Oelrichs, D. M. Ripple effects: Can information about the collective impact of individual actions boost perceived efficacy about climate change? J. Exp. Soc. Psychol. 97, 104217 (2021).
Hornsey, M. J., Chapman, C. M. & Oelrichs, D. M. Why it is so hard to teach people they can make a difference: Climate change efficacy as a non-analytic form of reasoning. Think. Reasoning 28, 327–345 (2022).
Haddaway, N. R., Collins, A. M., Coughlin, D. & Kirk, S. The role of Google Scholar in evidence reviews and its applicability to grey literature searching. PLOS ONE 10, e0138237 (2015).
Assink, M. & Wibbelink, C. J. Fitting three-level meta-analytic models in R: A step-by-step tutorial. Quant. Methods Psychol. 12, 154–174 (2016).
Viechtbauer, W. Conducting meta-analyses in R with the metafor package. J. Stat. Softw. 36, 1–48 (2010).
R Core Team (2025). R: A Language and Environment for Statistical Computing. R Foundation for Statistical Computing, Vienna, Austria. https://www.R-project.org/.
Knapp, G. & Hartung, J. Improved tests for a random effects meta-regression with a single covariate. Stat. Med. 22, 2693–2710 (2003).
Tabachnik, B. G. & Fidell, L. S. Using multivariate statistics. (Pearson, 2013).
Hornsey, M. J., Spence, J. L. & Chapman, C. M. Meta-analyses show robust evidence that people are empathic altruists and weak evidence that they are effective altruists. OSF, https://doi.org/10.17605/OSF.IO/QZ9AX, 2025.
Acknowledgements
Funding to support this research was acquired through an Australian Research Council Fellowship (DE220100903) awarded to the 3rd author and an Australian Research Council Linkage grant (LP200200046) awarded to the 1st and 3rd authors.
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C.C. and M.H. acquired funding and conceived the study. C.C. supervised the project and led data coding. J.S. conducted the data extraction, formal analyses, and visualisation. M.H. wrote the first draft of the manuscript. All authors contributed to reviewing and editing subsequent drafts.
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Hornsey, M.J., Spence, J.L. & Chapman, C.M. Meta-analyses on charitable giving clarify evidence for empathic and effective altruism. Nat Commun (2026). https://doi.org/10.1038/s41467-026-70230-8
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DOI: https://doi.org/10.1038/s41467-026-70230-8


