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Abstract
Rhetorical appeals play a crucial role in the success of crowdfunding campaigns, especially those addressing humanitarian crises such as those addressing the situation in Gaza. This study employs Aristotle’s classical rhetorical framework—ethos (credibility), pathos (emotion), and logos (logic)—to analyse 983 Gaza-related GoFundMe campaigns. By combining sentiment analysis, named entity recognition, and text classification, the research identifies patterns in persuasive strategies that influence donor behavior. While emotional appeals are widely utilized to evoke empathy and urgency, the findings highlight the limitations of relying solely on pathos. Successful campaigns are distinguished by their ability to balance emotional resonance with clear logical reasoning and credible endorsements, fostering trust and motivation among donors. By analyzing the interplay of these rhetorical strategies, the research offers practical guidance for crafting compelling narratives that enhance the effectiveness of humanitarian crowdfunding campaigns, ensuring greater donor engagement and meaningful impact.
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References
-
Abdulbaqi, S., Omidiji, O., Arikewuyo, A., & Arikewuyo, A. (2023). Impact of perceived credibility of fundraisers on willingness to donate to online crowdfunding for charity purpose. Journal of Communication Education, 3(1), 1–12.
-
AbuHasballah, B. (2024). The Palestinian operation on October 7 between international legitimacy and criminalization. International Journal of Law and Politics Studies, 6(1), 87–95. https://doi.org/10.32996/ijlps.2024.6.1.10
-
Belleflamme, P., Lambert, T., & Schwienbacher, A. (2014). Crowdfunding: Tapping the right crowd. Journal of Business Venturing, 29(5), 585–609. https://doi.org/10.1016/j.jbusvent.2013.07.003
-
Buheji, M., Mushimiyimana, E., & Ahmed, D. (2024). Empathic engagement with Gaza: Dynamics, impact, and prospects. International Journal of Management (IJM), 15(1), 132–156.
-
Bukhari, F. A. S., Usman, S. M., Usman, M., & Hussain, K. (2020). The effects of creator credibility and backer endorsement in donation crowdfunding campaigns success. Baltic Journal of Management, 15(2), 215–235. https://doi.org/10.1108/BJM-02-2019-0077
-
Cacioppo, J. T., Petty, R. E., Kao, C. F., & Rodriguez, R. (1986). Central and peripheral routes to persuasion: An individual difference perspective. Journal of Personality and Social Psychology, 51(5), 1032–1043. https://doi.org/10.1037/0022-3514.51.5.1032
-
Chang, C. T., & Lee, Y. K. (2009). Framing charity advertising: Influences of message framing, image valence, and temporal framing on a charitable appeal. Journal of Applied Social Psychology, 39(12), 2910–2935.
-
Choi, B., & Kim, M. (2016). Donation via mobile applications: A study of the factors affecting mobile donation application use. International Journal of Human-Computer Interaction, 32(12), 967–974. https://doi.org/10.1080/10447318.2016.1220070
-
Clifford, C. (2016). Less Than a Third of Crowdfunding Campaigns Reach Their Goals. Entrepreneur. https://www.entrepreneur.com/starting-a-business/less-than-a-third-of-crowdfunding-campaigns-reach-their/269663
-
Clifton, J., & Van De Mieroop, D. (2010). ‘Doing’ethos—A discursive approach to the strategic deployment and negotiation of identities in meetings. Journal of Pragmatics, 42(9), 2449–2461. https://doi.org/10.1016/j.pragma.2010.03.008
-
Cumming, D., Leboeuf, G., & Schwienbacher, A. (2015). Crowdfunding models: Keep-it-all vs. all-or-nothing. Financial Management, 44(1), 45–61. https://doi.org/10.2139/ssrn.2447567
-
Deng, L., Ye, Q., Xu, D., Sun, W., & Jiang, G. (2022). A literature review and integrated framework for the determinants of crowd- funding success. Financial Innovation, 8(1), 1–70. https://doi.org/10.1186/s40854-022-00345-6
-
Drenon, B. (2024). Gazans crowdfund thousands for uncertain escape. BBC. https://www.bbc.com/news/world-us-canada-68455257
-
Etaywe, A. (2024). Compassion as appraisal, performative identity and moral affiliation A corpus perspective and digital activist strategic communication analysis. Language, Context and Text, 6(1), 88–121. https://doi.org/10.1075/langct.00066.eta6
-
Etaywe, A., Thomson, E. A., & Wijeyewardene, I. (2024). Moving towards peace, compassion and empathy through semiotic enquiry. Language Context and Text the Social Semiotics Forum, 6(1), 2–26. https://doi.org/10.1075/langct.00063.eta
-
Forbes, H., & Schaefer, D. (2017). Guidelines for successful crowdfunding. Procedia CIRP, 60, 398–403. https://doi.org/10.1016/j.procir.2017.02.021
-
Ge, R., Zhang, S., & Zhao, H. (2023). Do expressions of sadness, anxiety and fear have different impacts on attracting donations? Evidence from a Chinese online charitable crowdfunding platform. Information Technology & People, 36(7), 2869–2893. https://doi.org/10.1108/ITP-12-2021-0927
-
Goenka, S., & Van Osselaer, S. M. (2019). Charities can increase the effectiveness of donation appeals by using a morally congruent positive emotion. Journal of Consumer Research, 46(4), 774–790. https://doi.org/10.1093/jcr/ucz012
-
Ho, H. C., Chiu, C. L., Mansumitrchai, S., Yuan, Z., Zhao, N., & Zou, J. (2021). The influence of signals on donation crowdfunding campaign success during COVID-19 crisis. International Journal of Environmental Research and Public Health, 18(14), 7715. https://doi.org/10.3390/ijerph18147715
-
Höijer, B. (2004). The discourse of global compassion: The audience and media reporting of human suffering. Media, Culture & Society, 26(4), 513–531. https://doi.org/10.1177/0163443704044215
-
Huber, M., Van Boven, L., & McGraw, A. P. (2011). Donate different: External and internal influences on emotion-based donation decisions. In D. M. Oppenheimer & C. Y. Olivola (Eds.), The science of giving: Experimental approaches to the study of charity (pp. 179–197). Psychology Press.
-
Jang, H., & Chu, W. (2022). The effect of message features on donations in donation-based crowdfunding. Journal of Consumer Behaviour, 21(6), 1464–1477. https://doi.org/10.1002/cb.2099
-
Jhoti, A., & Allen, W. L. (2024). Visual bordering: How refugee-serving organizations represent refugees on Instagram. New Media & Society. https://doi.org/10.1177/14614448231220856
-
Johnson, H. L. (2011). Click to Donate: Visual images, constructing victims and imagining the female refugee. Third World Quarterly, 32(6), 1015–1037. https://doi.org/10.1080/01436597.2011.586235
-
Kim, P. H., Buffart, M., & Croidieu, G. (2016). TMI: Signaling credible claims in crowdfunding campaign narratives. Group & Organization Management, 41(6), 717–750. https://doi.org/10.1177/1059601116651181
-
Koh, Y., Lee, M., Kim, J., & Yang, Y. (2020). Successful restaurant crowdfunding: The role of linguistic style. International Journal of Contemporary Hospitality Management, 32(10), 3051–3066. https://doi.org/10.1108/ijchm-02-2020-0159
-
Lantz, P. M. V., & Just, S. N. (2021). Getting the timing right: Kairos as the rhetorical framing of time. Scandinavian Journal of Management, 37(3), 101167. https://doi.org/10.1016/j.scaman.2021.101167
-
Larrimore, L., Jiang, L., Larrimore, J., Markowitz, D., & Gorski, S. (2011). Peer to peer lending: The relationship between language features, trustworthiness, and persuasion success. Journal of Applied Communication Research, 39(1), 19–37. https://doi.org/10.1080/00909882.2010.536844
-
Van Leeuwen, T. (2008). Discourse and Practice: New Tools for Critical Discourse Analysis. Oxford University Press.
-
Li, W., Yang, D., & Sun, Y. (2023). Analysis of text factors impacting donation behavior in public welfare crowdfunding projects. Human Systems Management, 42(1), 1–13.
-
Liao, W., Zhang, J., Oh, Y. J., & Palomares, N. A. (2021). Linguistic accommodation enhances compliance to charity donation: The role of interpersonal communication processes in mediated compliance-gaining conversations. Journal of Computer-Mediated Communication., 26(3), 167–185. https://doi.org/10.1093/jcmc/zmab001
-
Liu, B. (2015). Sentiment Analysis: Mining Opinions, Sentiments, and Emotions. Cambridge University Press.
-
Liu, L., Suh, A., & Wagner, C. (2018). Empathy or perceived credibility? An empirical study on individual donation behavior in charitable crowdfunding. Internet Research, 28(3), 623–651. https://doi.org/10.1108/IntR-06-2017-0240
-
Liu, S. (2022). The impact of blurb sentiments on crowdfunding success. IEEE Integrated STEM Education Conference (ISEC), 2022, 186–186. https://doi.org/10.1109/isec54952.2022.10025142
-
Lowry, D. T., & Naser, Md. A. (2010). From Eisenhower to Obama: Lexical characteristics of winning versus losing presidential campaign commercials. Journalism & Mass Communication Quarterly, 87(3–4), 530–547. https://doi.org/10.1177/107769901008700306
-
Lu, B., Xu, T., & Fan, W. (2024). How do emotions affect giving? Examining the effects of textual and facial emotions in charitable crowdfunding. Financial Innovation, 10(1), 108. https://doi.org/10.1186/s40854-024-00630-6
-
Lublóy, Á. (2020). Medical crowdfunding in a healthcare system with universal coverage: an exploratory study. BMC Public Health, 20(1), 1672. https://doi.org/10.1186/s12889-020-09693-3
-
Majumdar, A., & Bose, I. (2018). My words for your pizza: An analysis of persuasive narratives in online crowdfunding. Information & Management, 55(6), 781–794. https://doi.org/10.1016/j.im.2018.03.007
-
Martin, J., & White, P. R. (2005). The language of evaluation. Palgrave Macmillan. https://doi.org/10.1057/9780230511910
-
Merchant, A., Ford, J. B., & Sargeant, A. (2010). Charitable organizations’ storytelling influence on donors’ emotions and intentions. Journal of Business Research, 63(7), 754–762. https://doi.org/10.1016/j.jbusres.2009.05.013
-
Moeller, S. D. (2002). A hierarchy of innocence: The media’s use of children in the telling of international News. Harvard International Journal of Press/politics, 7(1), 36–56. https://doi.org/10.1177/1081180X0200700104
-
Molek-Kozakowska, K. (2018). Distance crossing and alignment in online humanitarian discourse. Journal of Pragmatics, 124, 1–13. https://doi.org/10.1016/j.pragma.2017.11.010
-
Moradi, M., & Dass, M. (2019). An investigation into the effects of message framing on crowdfunding funding level. Journal of Electronic Commerce Research, 20(4), 238–254.
-
Palmieri, R., Mercuri, C., & Mazzali-Lurati, S. (2022). Persuasive reasons in crowdfunding campaigns: Comparing argumentative strategies in successful and unsuccessful projects on kickstarter. International Journal of Strategic Communication, 16(2), 332–355. https://doi.org/10.1080/1553118x.2021.2008942
-
Paxton, P., Velasco, K., & Ressler, R. W. (2020). Does use of emotion increase donations and volunteers for nonprofits? American Sociological Review, 85(6), 1051–1083. https://doi.org/10.1177/0003122420960104
-
Poggi, I. (2005). The goals of persuasion. Pragmatics and Cognition, 13, 297–336. https://doi.org/10.1075/pc.13.2.04pog
-
Qudirah. (2023). Sentiment Analysis Project Using TextBlob. Medium. https://medium.com/@qudrohbidemi/sentiment-analysis-project-using-textblob-216d3fe119fc
-
Raffaele, B. & Davide, D. (2021). Part II Defining and Assessing the Scope of the Crowdfunding Regulation, 6 Is the Crowdfunding Regulation Future-Proof?: Forms of Blockchain-based Crowdfunding Falling Outside of the Scope of the Regulation. https://doi.org/10.1093/law/9780192856395.003.0006
-
Rajvanshi, A. (2024). Palestinians Have Turned to Crowdfunding Platforms for Survival. TIME. https://time.com/6960367/gaza-gofundme-justgiving-crowdfunding-israel-war/
-
Ren, J., Raghupathi, V., & Raghupathi, W. (2020). Understanding the dimensions of medical crowdfunding: A visual analytics approach. Journal of Medical Internet Research, 22(7), e18813. https://doi.org/10.2196/18813
-
Ren, J., Raghupathi, V., & Raghupathi, W. (2021). Exploring the subjective nature of crowdfunding decisions. Journal of Business Venturing Insights, 15, e00233. https://doi.org/10.1016/j.jbvi.2021.e00233
-
Ritzenhein, D. Ν. (1998). Content analysis of fundraising letters. New Directions for Philanthropic Fundraising, 22, 23–36. https://doi.org/10.1002/pf.2202
-
Roberts, A. (1990). Prolonged military occupation: The Israeli-occupied territories since 1967. American Journal of International Law, 84(1), 44–103. https://doi.org/10.2307/2203016
-
Saood, S. S., Fatima, S. S., Sadiq, M., Khan, A., Naseem, M. T., & Das, B. (2018). A survey on sentiment analysis, classification and applications. International Journal of Pure and Applied Mathematics, 119(10), 1203–1211.
-
Schaer, C. (2024). Crowdfunding campaigns to the rescue in Gaza?. DW. https://www.dw.com/en/crowdfunding-gazas-new-channel-for-aid-and-escape/a-68435931
-
Schmitt, X., Kubler, S., Robert, J., Papadakis, M., & LeTraon, Y. (2019). A replicable comparison study of NER software: StanfordNLP, NLTK, OpenNLP, SpaCy, Gate. 2019 Sixth International Conference on Social Networks Analysis, Management and Security (SNAMS), 338–343. https://doi.org/10.1109/SNAMS.2019.8931850
-
Scikit-learn. (2018). sklearn.feature_extraction.text.TfidfVectorizer—scikit-learn 0.20.3 documentation. Scikit-Learn.org. https://scikit-learn.org/stable/modules/generated/sklearn.feature_extraction.text.TfidfVectorizer.html
-
Sciulli, L. M., & Bebko, C. P. (2017). How emotional arousal and attitudes influence ad response: Using eye tracking to gauge nonprofit print advertisement effectiveness. International Journal of Trends in Marketing Management, 5(1), 1–11.
-
Smith, R. W., Faro, D., & Burson, K. A. (2013). More for the many: The influence of entitativity on charitable giving. Journal of Consumer Research, 39(5), 961–976. https://doi.org/10.1086/666470
-
Steigenberger, N., & Wilhelm, H. (2018). Extending signaling theory to rhetorical signals: Evidence from crowdfunding. Organization Science, 29(3), 529–546. https://doi.org/10.1287/orsc.2017.1195
-
Tanasa, A.-M., Oprea, S.-V., & Bara, A. (2024). Web scraping and review analytics. Extracting insights from commercial data. Ovidius University Annals Economic Sciences Series, 23(2), 370–379.
-
Thomas, D. M., & Mathur, S. (2019). Data Analysis by Web Scraping using Python. 2019 3rd International Conference on Electronics, Communication and Aerospace Technology (ICECA), 450-454. https://doi.org/10.1109/iceca.2019.8822022
-
Ting, S.-H. (2018). Ethos, logos and pathos in university students’ informal requests. GEMA Online Journal of Language Studies, 18, 234–251. https://doi.org/10.17576/gema-2018-1801-14
-
Tsoumas, K. (2022). Ethos, Pathos, or Logos? An Empirical Test of Aristotle’s Persuasion with Airbnb Listings. http://hdl.handle.net/2105/65673
-
Wang, W., Zhu, K., Wang, H., & Wu, Y.-C.J. (2017). The impact of sentiment orientations on successful crowdfunding campaigns through text analytics. IET Software, 11(5), 229–238. https://doi.org/10.1049/iet-sen.2016.0295
-
Wang, Y., Tong, H., Zhu, Z., & Li, Y. (2022). Nested named entity recognition: A survey. ACM Transactions on Knowledge Discovery from Data, 16(6), 1–29. https://doi.org/10.1145/3522593
-
Wordcloud. (2018). PyPI. https://pypi.org/project/wordcloud/
-
Wu, Y., Zhang, X., & Xiao, Q. (2022). Appeal to the head and heart: The persuasive effects of medical crowdfunding charitable appeals on willingness to donate. Information Processing & Management, 59(1), 102792. https://doi.org/10.1016/j.ipm.2021.102792
-
Wuillaume, A., Jacquemin, A., & Janssen, F. (2019). The right word for the right crowd: An attempt to recognize the influence of emotions. International Journal of Entrepreneurial Behavior & Research, 25(2), 243–258. https://doi.org/10.1108/IJEBR-10-2017-0412
-
Xiang, D., Zhang, L., Tao, Q., Wang, Y., & Ma, S. (2019). Informational or emotional appeals in crowdfunding message strategy: an empirical investigation of backers’ support decisions. Journal of the Academy of Marketing Science, 47(6), 1046–1063. https://doi.org/10.1007/s11747-019-00638-w
-
Yang, D. S., & Sun, Y. X. (2022). A study on the influencing factors of individuals’ intention to donate in charitable crowdfunding. Journal of Management and Humanity Research, 8, 11–24. https://doi.org/10.22457/jmhr.v08a022250
-
Yanti, R. M., Santoso, I., & Suadaa, L. H. (2021). Application of named entity recognition via twitter on SpaCy in Indonesian (Case study: Power failure in the special region of Yogyakarta). Indonesian Journal of Information Systems, 4(1), 76–86. https://doi.org/10.24002/ijis.v4i1.4677
-
Yilmaz, G., & Blackburn, K. G. (2020). How to ask for donations: a language perspective on online fundraising success. Atlantic Journal of Communication, 30(1), 32–47. https://doi.org/10.1080/15456870.2020.1808660
-
Young, M., & Scheinberg, E. (2017). The rise of crowdfunding for medical care: Promises and perils. Journal of the American Medical Association, 317(16), 1623–1624. https://doi.org/10.1001/jama.2017.3078
-
Yu, J., Ji, B., Li, S., Ma, J., Liu, H., & Xu, H. (2022). S-NER: A concise and efficient span-based model for named entity recognition. Sensors, 22(8), 1–12. https://doi.org/10.3390/s22082852
-
Zhai, Y., & Shen, W. (2024). Signaling theory in charity-based crowdfunding: Investigating the effects of project creator characteristics and text linguistic style on fundraising performance. Heliyon. https://doi.org/10.1016/j.heliyon.2024.e25756
-
Zhang, S., Sussman, A. B., & Hsee, C. K. (2021a). A dragging-down effect: Consumer decisions in response to price increases. Journal of Consumer Research, 47(5), 772–786. https://doi.org/10.1093/jcr/ucaa031
-
Zhang, X., Lyu, H., & Luo, J. (2021b). What contributes to a crowdfunding campaign’s success? Evidence and analyses from GoFundMe data. Journal of Social Computing, 2(2), 183–192. https://doi.org/10.23919/JSC.2021.0010
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The author extends her appreciation to the Deanship of Research and Graduate Studies at King Khalid University for funding this work through Small Group Research Project under grant number RGP1/137/46.
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Alzaanin, E. Rhetorical Strategies in Gaza GoFundMe Campaigns: How Pathos, Ethos, and Logos Drive Crowdfunding Success. Corpus Pragmatics (2025). https://doi.org/10.1007/s41701-025-00194-5
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- DOI https://doi.org/10.1007/s41701-025-00194-5
Keywords
- Crowdfunding communication
- Rhetorical appeals
- Humanitarian campaigns
- Donor behavior
- Ethos
- Pathos
- Logos