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Cause-related marketing (C-RM) has risen to become a popular strategy to increase business value through profit-motivated giving. Despite the growing number of articles published in the last decade, no comprehensive analysis of the most discussed constructs of cause-related marketing is available. This paper uses an advanced Text Mining methodology (a Bayesian contextual analysis algorithm known as Correlated Topic Model, CTM) to conduct a comprehensive analysis of 246 articles published in 40 different journals between 1988 and 2013 on the subject of cause-related marketing. Text Mining also allows quantitative analyses to be performed on the literature. For instance, it is shown that the most prominent long-term topics discussed since 1988 on the subject are “brand-cause fit”, “law and Ethics”, and “corporate and social identification”, while the most actively discussed topic presently is “sectors raising social taboos and moral debates”. The paper has two goals: first, it introduces the technique of CTM to the Marketing area, illustrating how Text Mining may guide, simplify, and enhance review processes while providing objective building blocks (topics) to be used in a review; second, it applies CTM to the C-RM field, uncovering and summarizing the most discussed topics. Mining text, however, is not aimed at replacing all subjective decisions that must be taken as part of literature review methodologies.
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Abzug, R., & Webb, N. J. (1999). Relationships between nonprofit and for-profit organizations: a stakeholder perspective. Nonprofit and Voluntary Sector Quarterly,28(4), 416–431. CrossRef
Adkins, S. (1999). Cause-related marketing: Who cares wins. Boston: Butterworth-Heinemann.
Amato, L. H., & Amato, C. H. (2007). The effects of firm size and industry on corporate giving. Journal of Business Ethics,72(3), 229–241. CrossRef
Amato, L. H., & Amato, C. H. (2012). Retail philanthropy: Firm size, industry, and business cycle. Journal of Business Ethics,107(4), 435–448. CrossRef
Aquino, K., Freeman, D., Reed, A., Lim, V. K., & Felps, W. (2009). Testing a social-cognitive model of moral behavior: the interactive influence of situations and moral identity centrality. Journal of Personality and Social Psychology,97(1), 123–141. CrossRef
Arendt, S., & Brettel, M. (2010). Understanding the influence of corporate social responsibility on corporate identity, image, and firm performance. Management Decision,48(10), 1469–1492. CrossRef
Aßländer, M. S. (2013). Honorableness or beneficialness? Cicero on natural law, virtues, glory, and (corporate) reputation. Journal of Business Ethics,116(4), 751–767. CrossRef
Atakan, M. S., & Eker, T. (2007). Corporate identity of a socially responsible university-a case from the Turkish higher education sector. Journal of Business Ethics,76(1), 55–68. CrossRef
Atchison, J., & Shen, S. M. (1980). Logistic-normal distributions: Some properties and uses. Biometrika,67(2), 261–272. CrossRef
Barone, M. J., Miyazaki, A. D., & Taylor, K. A. (2000). The influence of cause-related marketing on consumer choice: does one good turn deserve another? Journal of the Academy of Marketing Science,28(2), 248–262. CrossRef
Basil, D. Z., Runte, M. S., Easwaramoorthy, M., & Barr, C. (2009). Company support for employee volunteering: a national survey of companies in Canada. Journal of Business Ethics,85(2), 387–398. CrossRef
Bennett, J. T., & McCrohan, K. F. (1993). Public policy issues in the marketing of seals of approval for food. Journal of Consumer Affairs,27(2), 397–415. CrossRef
Berens, G., Van Riel, C. B., & Van Rekom, J. (2007). The CSR-quality trade-off: when can corporate social responsibility and corporate ability compensate each other? Journal of Business Ethics,74(3), 233–252. CrossRef
Bhattacharya, C., Sen, S., & Korschun, D. (2008). Using corporate social responsibility to win the war for talent. MIT Sloan Management Review,49(2), 37–44.
Bigné, E., Currás-Pérez, R., & Aldás-Manzano, J. (2012). Dual nature of cause-brand fit: Influence on corporate social responsibility consumer perception. European Journal of Marketing,46(3/4), 575–594. CrossRef
Blei, D. M., & Lafferty, J. D. (2007). A correlated topic model of science. The Annals of Applied Statistics,1(1), 17–35. CrossRef
Blei, D. M., & Lafferty, J. D. (2009). Topic models. In A. N. Srivastava & M. Sahami (Eds.), Text mining: classification, clustering, and applications (pp. 71–94). Boca Raton: CRC Press.
Blei, D. M., Ng, A. Y., & Jordan, M. I. (2003). Latent Dirichlet allocation. The Journal of Machine Learning Research,3, 993–1022.
Bowie, N. E., & Dunfee, T. W. (2002). Confronting morality in markets. Journal of Business Ethics,38(4), 381–393. CrossRef
Bravo, R., Matute, J., & Pina, J. M. (2012). Corporate social responsibility as a vehicle to reveal the corporate identity: A study focused on the websites of Spanish financial entities. Journal of Business Ethics,107(2), 129–146. CrossRef
Brik, A. B., Rettab, B., & Mellahi, K. (2011). Market orientation, corporate social responsibility, and business performance. Journal of Business Ethics,99(3), 307–324. CrossRef
Brown, T. J., & Dacin, P. A. (1997). The company and the product: Corporate associations and consumer product responses. Journal of Marketing,61(1), 68–84. CrossRef
Campbell, L., Gulas, C. S., & Gruca, T. S. (1999). Corporate giving behavior and decision-maker social consciousness. Journal of Business Ethics,19(4), 375–383. CrossRef
Carroll, A. B. (1979). A three-dimensional conceptual model of corporate performance. Academy of Management Review,4(4), 497–505.
Carroll, A. B. (1991). The pyramid of corporate social responsibility: Toward the moral management of organizational stakeholders. Business Horizons,34(4), 39–48. CrossRef
Carter, R. E., & Curry, D. J. (2010). Transparent pricing: Theory, tests, and implications for marketing practice. Journal of the Academy of Marketing Science,38(6), 759–774. CrossRef
Chabowski, B. R., Mena, J. A., & Gonzalez-Padron, T. L. (2011). The structure of sustainability research in marketing, 1958–2008: A basis for future research opportunities. Journal of the Academy of Marketing Science,39(1), 55–70. CrossRef
Chang, C.-T. (2008). To donate or not to donate? Product characteristics and framing effects of cause-related marketing on consumer purchase behavior. Psychology & Marketing,25(12), 1089–1110. CrossRef
Delen, D., & Crossland, M. D. (2008). Seeding the survey and analysis of research literature with text mining. Expert Systems with Applications,34(3), 1707–1720. CrossRef
Deng, X. (2012). Understanding consumer’s responses to enterprise’s ethical behaviors: An investigation in China. Journal of Business Ethics,107(2), 159–181. CrossRef
Du, S., Swaen, V., Lindgreen, A., & Sen, S. (2013). The roles of leadership styles in corporate social responsibility. Journal of Business Ethics,114(1), 155–169. CrossRef
Du, S., & Vieira, E. T, Jr. (2012). Striving for legitimacy through corporate social responsibility: Insights from oil companies. Journal of Business Ethics,110(4), 413–427. CrossRef
Ellen, P. S., Mohr, L. A., & Webb, D. J. (2000). Charitable programs and the retailer: Do they mix? Journal of Retailing,76(3), 393–406. CrossRef
Erwin, P. M. (2011). Corporate codes of conduct: The effects of code content and quality on ethical performance. Journal of Business Ethics,99(4), 535–548. CrossRef
Ettenson, R., & Klein, J. G. (2005). The fallout from French nuclear testing in the South Pacific: A longitudinal study of consumer boycotts. International Marketing Review,22(2), 199–224. CrossRef
Feinerer, I., Hornik, K., & Meyer, D. (2008). Text mining infrastructure in R. Journal of Statistical Software,25(5), 1–54. CrossRef
File, K. M., & Prince, R. A. (1998). Cause related marketing and corporate philanthropy in the privately held enterprise. Journal of Business Ethics,17(14), 1529–1539. CrossRef
Filo, K., Funk, D. C., O’Brien, D., et al. (2011). Examining motivation for charity sport event participation: A comparison of recreation-based and charity-based motives. Journal of Leisure Research,43(4), 491–518.
Fock, H. K., Woo, K., & Hui, M. K. (2005). The impact of a prestigious partner on affinity card marketing. European Journal of Marketing,39(1/2), 33–53. CrossRef
Freeman, R. E., Harrison, J. S., & Wicks, A. C. (2007). Managing for stakeholders: Business in the 21st century. New Haven: Yale University Press.
Griffiths, T. L. & Steyvers, M. (2004). Finding scientific topics. In Proceedings of the National Academy of Sciences of the United States of America (pp. 5228–5235).
Grün, B., & Hornik, K. (2011). Topicmodels: An R package for fitting topic models. Journal of Statistical Software,40(13), 1–30. CrossRef
Hawkins, R. (2012). A new frontier in development? The use of cause-related marketing by international development organisations. Third World Quarterly,33(10), 1783–1801. CrossRef
Hearst, M. A. (1999). Untangling text data mining. In Proceedings of the 37th annual meeting of the Association for Computational Linguistics on Computational Linguistics (pp. 3–10).
Henderson, T., & Arora, N. (2010). Promoting brands across categories with a social cause: Implementing effective embedded premium programs. Journal of Marketing,74(6), 41–60. CrossRef
Hoeffler, S., & Keller, K. L. (2002). Building brand equity through corporate societal marketing. Journal of Public Policy & Marketing,21(1), 78–89. CrossRef
Holmes, D. I., & Kardos, J. (2003). Who was the author? An introduction to stylometry. Chance,16(2), 5–8. CrossRef
IEG (2013). IEG Sponsorship Report. Retrieved August, 2014, from http://www.sponsorship.com/.
Jurafsky, D., & James, H. (2000). Speech and language processing an introduction to natural language processing, computational linguistics, and speech. NJ: Prentice Hall.
Kim, J.-E., & Johnson, K. K. P. (2013). The impact of moral emotions on cause-related marketing campaigns: A cross-cultural examination. Journal of Business Ethics,112(1), 79–90. CrossRef
Kim, H., Lee, M., Lee, H.-T., & Kim, N.-M. (2010). Corporate social responsibility and employee-company identification. Journal of Business Ethics,95(4), 557–569. CrossRef
King, S. (1991). Brand building in the 1990s. Journal of Consumer Marketing,8(4), 43–52. CrossRef
Knox, S., & Gruar, C. (2007). The application of stakeholder theory to relationship marketing strategy development in a non-profit organization. Journal of Business Ethics,75(2), 115–135. CrossRef
Krishna, A., & Rajan, U. (2009). Cause marketing: Spillover effects of cause-related products in a product portfolio. Management Science,55(9), 1469–1485. CrossRef
Kropp, F., Lavack, A. M., & Silvera, D. H. (2005). Values and collective self-esteem as predictors of consumer susceptibility to interpersonal influence among university students. International Marketing Review,22(1), 7–33. CrossRef
La Ferle, C., Kuber, G., & Edwards, S. M. (2013). Factors impacting responses to cause-related marketing in India and the United States: Novelty, altruistic motives, and company origin. Journal of Business Research,66(3), 364–373. CrossRef
Lafferty, B. A. (2007). The relevance of fit in a cause-brand alliance when consumers evaluate corporate credibility. Journal of Business Research,60(5), 447–453. CrossRef
Larson, B. V., Flaherty, K. E., Zablah, A. R., Brown, T. J., & Wiener, J. L. (2008). Linking cause-related marketing to sales force responses and performance in a direct selling context. Journal of the Academy of Marketing Science,36(2), 271–277. CrossRef
Leonidou, C. N., Katsikeas, C. S., & Morgan, N. A. (2013). “Greening” the marketing mix: Do firms do it and does it pay off? Journal of the Academy of Marketing Science,41(2), 151–170. CrossRef
Leszczyc, P. T. P., & Rothkopf, M. H. (2010). Charitable motives and bidding in charity auctions. Management Science,56(3), 399–413. CrossRef
Li, Z., Wang, C., Xie, X., Wang, X. & Ma, W.-Y. (2008). Exploring LDA-based document model for geographic information retrieval. In Advances in Multilingual and Multimodal Information Retrieval (pp. 842–849). Amsterdam: Springer.
Li, H., Zhang, J. J., Mao, L. L., & Min, S. D. (2012). Assessing corporate social responsibility in China’s sports lottery administration and its influence on consumption behavior. Journal of Gambling Studies,28(3), 515–540. CrossRef
Lindorff, M., Jonson, E. P., & McGuire, L. (2012). Strategic corporate social responsibility in controversial industry sectors: The social value of harm minimisation. Journal of Business Ethics,110(4), 457–467. CrossRef
Liu, Y., Niculescu-Mizil, A. & Gryc, W. (2009). Topic-link LDA: joint models of topic and author community. In Proceedings of the 26th Annual International Conference on Machine Learning (pp. 665–672). New York: ACM.
Liu, Y., & Weinberg, C. B. (2004). Are nonprofits unfair competitors for businesses? An analytical approach. Journal of Public Policy and Marketing,23(1), 65–79. CrossRef
Low, W., & Davenport, E. (2005). Has the medium (roast) become the message? The ethics of marketing fair trade in the mainstream. International Marketing Review,22(5), 494–511. CrossRef
Lu, L. Y., Lin, B. J., Liu, J. S., & Yu, C.-Y. (2012). Ethics in nanotechnology: What’s being done? What’s missing? Journal of Business Ethics,109(4), 583–598. CrossRef
Maas, K., & Liket, K. (2011). Talk the walk: Measuring the impact of strategic philanthropy. Journal of Business Ethics,100(3), 445–464. CrossRef
Maignan, I., Ferrell, O. C., & Hult, G. T. M. (1999). Corporate citizenship: Cultural antecedents and business benefits. Journal of the Academy of Marketing Science,27(4), 455–469. CrossRef
Manning, C. D., & Raghavan, P. (2008). Introduction to information retrieval. New York: Cambridge University Press. CrossRef
Martinez, C. V. (2003). Social alliance for fundraising: How Spanish nonprofits are hedging the Risks. Journal of Business Ethics,47(3), 209–222. CrossRef
Mazodier, M., & Rezaee, A. (2013). Are sponsorship announcements good news for the shareholders? Evidence from international stock exchanges. Journal of the Academy of Marketing Science,41(5), 586–600. CrossRef
Meyskens, M., & Paul, K. (2010). The evolution of corporate social reporting practices in Mexico. Journal of Business Ethics,91(2), 211–227. CrossRef
Miller, T. W. (2004). Data and text mining: A business application approach. New Jersey: Prentice-Hall Inc.
Mohr, L. A., EroĞlu, D., & Ellen, P. S. (1998). The development and testing of a measure of skepticism toward environmental claims in marketers’ communications. Journal of Consumer Affairs,32(1), 30–55. CrossRef
Mostafa, M. M. (2013). More than words: Social networks’ text mining for consumer brand sentiments. Expert Systems with Applications,40(10), 4241–4251. CrossRef
Neville, B. A., Bell, S. J., & Mengüç, B. (2005). Corporate reputation, stakeholders and the social performance-financial performance relationship. European Journal of Marketing,39(9/10), 1184–1198. CrossRef
Öberseder, M., Schlegelmilch, B. B., & Gruber, V. (2011). Why don’t consumers care about CSR? A qualitative study exploring the role of CSR in Consumption Decisions. Journal of Business Ethics,104(4), 449–460. CrossRef
Olsen, G. D., Pracejus, J. W., & Brown, N. R. (2003). When profit equals price: Consumer confusion about donation amounts in cause-related marketing. Journal of Public Policy & Marketing,22(2), 170–180. CrossRef
Palazzo, G., & Richter, U. (2005). CSR business as usual? The case of the tobacco industry. Journal of Business Ethics,61(4), 387–401. CrossRef
Parker, B., & Selsky, J. W. (2004). Interface dynamics in cause-based partnerships: An exploration of emergent culture. Nonprofit and Voluntary Sector Quarterly,33(3), 458–488. CrossRef
Paul, M. & Girju, R. (2009). Topic modeling of research fields: An interdisciplinary perspective. In Proceedings of the International Conference on Recent Advances in Natural Language Processing (pp. 337–342).
Peloza, J., & Hassay, D. N. (2006). Intra-organizational volunteerism: Good soldiers, good deeds and good politics. Journal of Business Ethics,64(4), 357–379. CrossRef
Pérez, A., & del Bosque, I. R. (2012). The role of CSR in the corporate identity of banking service providers. Journal of Business Ethics,108(2), 145–166. CrossRef
Pérez, A., Salmones, M. M. G., & del Bosque, I. R. (2013). The effect of corporate associations on consumer behaviour. European Journal of Marketing,47(1/2), 218–238. CrossRef
Pirsch, J., Gupta, S., & Grau, S. L. (2007). A framework for understanding corporate social responsibility programs as a continuum: An exploratory study. Journal of Business Ethics,70(2), 125–140. CrossRef
Porter, M. F. (1980). An algorithm for suffix stripping. Program,14(3), 130–137. CrossRef
Porter, M. E., & Kramer, M. R. (2006). The link between competitive advantage and corporate social responsibility. Harvard Business Review,84(12), 78–92.
Pracejus, J. W., & Olsen, G. D. (2004). The role of brand/cause fit in the effectiveness of cause-related marketing campaigns. Journal of Business Research,57(6), 635–640. CrossRef
Pracejus, J. W., Olsen, G. D., & Brown, N. R. (2003). On the prevalence and impact of vague quantifiers in the advertising of cause-related marketing (CRM). Journal of Advertising,32(4), 19–28. CrossRef
Red (2013). Red. Retrieved January, 2014, from http://www.red.org/en/learn/the-global-fund.
Savage, G. T., Nix, T. W., Whitehead, C. J., & Blair, J. D. (1991). Strategies for assessing and managing organizational stakeholders. Executive,5(2), 61–75. CrossRef
Sen, S., & Bhattacharya, C. B. (2001). Does doing good always lead to doing better? Consumer reactions to corporate social responsibility. Journal of Marketing Research,38(2), 225–243. CrossRef
Simpson, D., Lefroy, K., & Tsarenko, Y. (2011). Together and apart: Exploring structure of the corporate-NPO relationship. Journal of Business Ethics,101(2), 297–311. CrossRef
Singh, S., Kristensen, L., & Villaseñor, E. (2009). Overcoming skepticism towards cause related claims: The case of Norway. International Marketing Review,26(3), 312–326. CrossRef
Smalheiser, N., & Swanson, D. (1994). Assessing a gap in the biomedical literature-magnesium-deficiency and neurologic disease. Neuroscience Research Communications,15(1), 1–9.
Srinivasan, P. (2004). Text mining: Generating hypotheses from MEDLINE. Journal of the American Society for Information Science and Technology,55(5), 396–413. CrossRef
Strahilevitz, M., & Myers, J. (1998). Donations to charity as purchase incentives: How well they work may depend on what you are trying to sell. Journal of Consumer Research,24(4), 434–446. CrossRef
Subrahmanyan, S. (2004). Effects of price premium and product type on the cause-related brands: A Singapore perspective. Journal of Product & Brand Management,13(2), 116–124. CrossRef
Swanson, D. R., & Smalheiser, N. R. (1997). An interactive system for finding complementary literatures: A stimulus to scientific discovery. Artificial Intelligence,91(2), 183–203. CrossRef
Teegen, H., Doh, J., & Vachani, S. (2004). The importance of nongovernmental organizations (NGOs) in global governance and value creation: An international business research agenda. Journal of International Business Studies,35(6), 463–483. CrossRef
Vaaland, T. I., Heide, M., & Grønhaug, K. (2008). Corporate social responsibility: Investigating theory and research in the marketing context. European Journal of Marketing,42(9/10), 927–953. CrossRef
Varadarajan, P. R., & Menon, A. (1988). Cause-related marketing: A coalignment of marketing strategy and corporate philanthropy. Journal of Marketing,52(3), 58–74. CrossRef
Waagstein, P. R. (2011). The mandatory corporate social responsibility in Indonesia: Problems and implications. Journal of Business Ethics,98(3), 455–466. CrossRef
Wallach, H. M. (2006). Topic modeling. Beyond bag-of-words. Proceedings of the 23rd International Conference of Machine Learning (pp. 977–984).
Wei, X. & Croft, W. B. (2006). LDA-based document models for ad-hoc retrieval. In Proceedings of the 29th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (pp. 178–185).
Weyzig, F. (2009). Political and economic arguments for corporate social responsibility: Analysis and a proposition regarding the CSR agenda. Journal of Business Ethics,86(4), 417–428. CrossRef
Winterich, K. P., & Barone, M. J. (2011). Warm glow or cold, hard cash? Social identity effects on consumer choice for donation versus discount promotions. Journal of Marketing Research,48(5), 855–868. CrossRef
Woisetschläger, D. M., & Michaelis, M. (2012). Sponsorship congruence and brand image: A pre-post event analysis. European Journal of Marketing,46(3/4), 509–523. CrossRef
Woo, K., Fock, H. K., & Hui, M. K. (2006). An analysis of endorsement effects in affinity marketing: The case for affinity credit cards. Journal of Advertising,35(3), 103–113. CrossRef
Zdravkovic, S., Magnusson, P., & Stanley, S. M. (2010). Dimensions of fit between a brand and a social cause and their influence on attitudes. International Journal of Research in Marketing,27(2), 151–160. CrossRef
Zhang, W., Yoshida, T., Ho, T. B., & Tang, X. (2009). Augmented mutual information for multi-word extraction. International Journal of Innovative Computing, Information and Control,5(2), 543–554.
- A Text Mining-Based Review of Cause-Related Marketing Literature
- Springer Netherlands
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