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Figurative language effect on consumer engagement: an empirical investigation for Turkish airline industry

    Cem Burak Koçak Affiliation
    ; Özlem Atalık Affiliation

Abstract

Increasing consumer engagement (CE) on social networks is one of marketing problems that brands face in today’s competitive environment. Although prior studies on this concept suggested that content strategies have essential role in improving CE, little is known about figurative language effect. Thus, a novel model and research design to examine how the use of figurative language influence CE behavior on Facebook were proposed. Drawing on Encoding/Decoding Model and brand-consumer communication studies, the 1687 brand posts of Turkish airline Facebook pages with Multiple Linear Regression (MLR) models were analyzed. The findings indicate that several types of figurative languages (idioms, personifications, and similes) are related to the various CE levels (likes, shares, and comments). The findings of this study give tips for understanding the role of figurative language, reshaping engagement level, and redesigning branded content in marketing communication practices on social networks. The experimental model that provides some clues to reconsider online communication strategies across CE based on figurative language is presented.

Keyword : consumer engagement, consumer behavior, figurative language, multiple linear regression, airline

How to Cite
Koçak, C. B., & Atalık, Özlem. (2024). Figurative language effect on consumer engagement: an empirical investigation for Turkish airline industry. Aviation, 28(2), 128–140. https://doi.org/10.3846/aviation.2024.21676
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References

Ahmad, R., Torlakova, L., Liginlal, D., & Meeds, R. (2020). Figurative language in Arabic E-commerce text. International Journal of Business Communication, 57(3), 279–301. https://doi.org/10.1177/2329488416688216

Aksoy, Ö. A. (1963). Atasözleri, deyimler. Türk Tarih Kurumu.

Alin, A. (2010). Multicollinearity. Wiley Interdisciplinary Reviews: Computational Statistics 2(3), 370–374. https://doi.org/10.1002/wics.84

Ashley, C., & Tuten, T. (2015). Creative strategies in social media marketing: An exploratory study of branded social content and consumer engagement. Psychology & Marketing, 32(1), 15–27. https://doi.org/10.1002/mar.20761

Benzer, A. (2009). Dil Bilimi Kaynaklarında Edebî Sanatların Kullanımı. Electronic Turkish Studies, 4(8), 725–746. https://doi.org/10.7827/TurkishStudies.975

Belsley, D. A., Kuh, D., & Welsch, R. E. (1980). Regression diagnostics. John Wiley. https://doi.org/10.1002/0471725153

Bohrn, I. C., Altmann, U., & Jacobs, A. M. (2012). Looking at the brains behind figurative language – A quantitative meta-analysis of neuroimaging studies on metaphor, idiom, and irony processing. Neuropsychologia, 50(11), 2669–2683. https://doi.org/10.1016/j.neuropsychologia.2012.07.021

Brenner, G. (2011). Webster’s new world: American idioms handbook. Houghton Mifflin Harcourt.

Brodie, R. J., Hollebeek, L. D., Jurić, B., & Ilić, A. (2011). Customer engagement: Conceptual domain, fundamental propositions, and implications for research. Journal of Service Research, 14(3), 252–271. https://doi.org/10.1177/1094670511411703

Cameron, A. C., & Trivedi, P. K. (2005). Microeconometrics: Methods and applications. Cambridge University Press. https://doi.org/10.1017/CBO9780511811241

Chang, Y., Li, Y., Yan, J., & Kumar, V. (2019). Getting more likes: The impact of narrative person and brand image on customer-brand interactions. Journal of the Academy of Marketing Science, 47(6), 1027–1045. https://doi.org/10.1007/s11747-019-00632-2

Choi, S., Liu, S. Q., & Mattila, A. S. (2019). “How may I help you?” says a robot: Examining language styles in the service encounter. International Journal of Hospitality Management, 82, 32–38. https://doi.org/10.1016/j.ijhm.2019.03.026

Citron, F. M., Cacciari, C., Funcke, J. M., Hsu, C. T., & Jacobs, A. M. (2019). Idiomatic expressions evoke stronger emotional responses in the brain than literal sentences. Neuropsychologia, 131, 233–248. https://doi.org/10.1016/j.neuropsychologia.2019.05.020

Citron, F. M. (2020). Engaging with figurative language: Insights from neuroimaging. Cognitive Science Society.

Colston, H. L., & Gibbs, R. W. (2021). Figurative language communicates directly because it precisely demonstrates what we mean. Canadian Journal of Experimental Psychology, 75(2), 228–233. https://doi.org/10.1037/cep0000254

Cui, Y., & Zhao, Y. (2014). Translation of rhetorical figures in the advertising discourse: A case study. International Journal of Society, Culture & Language, 2(2), 57–67.

Cvijikj, I. P., & Michahelles, F. (2013). Online engagement factors on Facebook brand pages. Social Network Analysis and Mining, 3(4), 843–861. https://doi.org/10.1007/s13278-013-0098-8

Cuevas-Molano, E., Matosas-López, L., & Bernal-Bravo, C. (2021). Factors increasing consumer engagement of branded content in instagram. IEEE Access, 9, 143531–143548. https://doi.org/10.1109/ACCESS.2021.3121186

Çınar, B. (2008). Teşbih (Benzetme) Sanatına Dilbilimsel Bir Yaklaşım. Modern Türklük Araştırmaları Dergisi, 5(1), 129–142.

Dancygier, B., & Sweetser, E. (2014). Figurative language. Cambridge University Press.

Delbaere, M., McQuarrie, E. F., & Phillips, B. J. (2011). Personification in advertising. Journal of Advertising, 40(1), 121–130. https://doi.org/10.2753/JOA0091-3367400108

Djafarova, E. (2017). The role of figurative language use in the representation of tourism services. Athens Journal of Tourism, 4(1), 35–50. https://doi.org/10.30958/ajt.4.1.3

Dodson, J. R. (2010). The voices of scripture: Citations and personifications in Paul. Bulletin for Biblical Research, 20(3), 419–431. https://doi.org/10.2307/26424453

Dorst, A. G. (2011). Personification in discourse: Linguistic forms, conceptual structures and communicative functions. Language and Literature, 20(2), 113–135. https://doi.org/10.1177/0963947010395522

Durbin, J., & Watson, G. S. (1950). Testing for serial correlation in Least Squares Regression. I. Biometrika, 37(3–4), 409–428. https://doi.org/10.1093/biomet/37.3-4.409

Fox, A. K., Nakhata, C., & Deitz, G. D. (2019). Eat, drink, and create content: A multi-method exploration of visual social media marketing content. International Journal of Advertising, 38(3), 450–470. https://doi.org/10.1080/02650487.2018.1535223

Gibbs, R. W., Jr. (1994). Figurative thought and figurative language. In M. A. Gernsbacher (Ed.), Handbook of psycholinguistics (pp. 411–446). Academic Press.

Gibbs Jr, R. W., & Colston, H. L. (2006). Figurative language. In Handbook of psycholinguistics (pp. 835–861). Academic Press. https://doi.org/10.1016/B978-012369374-7/50022-5

Gupta, H., Singh, S., & Sinha, P. (2017). Multimedia tool as a predictor for social media advertising-a YouTube way. Multimedia Tools and Applications, 76(18), 18557–18568. https://doi.org/10.1007/s11042-016-4249-6

Hahn, U., & Berkers, P. (2021). Visualizing climate change: An exploratory study of the effectiveness of artistic information visualizations. World Art, 11(1), 95–119. https://doi.org/10.1080/21500894.2020.1769718

Hall, S. (1973). Encoding and decoding in the televisual discourse (Stencilled Paper No 7). CCCS.

Hall, S. (1980). Encoding/decoding. In S. Hall, D. Hobson, A. Love, & P. Willis (Eds), Culture, media, language (pp. 128–138). Hutchinson.

Harris, R. J., Friel, B. M., & Mickelson, N. R. (2006). Attribution of discourse goals for using concrete-and abstract-tenor metaphors and similes with or without discourse context. Journal of Pragmatics, 38(6), 863–879. https://doi.org/10.1016/j.pragma.2005.06.010

Joloud, M. S. A. (2014). The use of idioms in advertisements. Journal of the College of Languages (JCL), (30), 220–239.

Kana, R. K., Murdaugh, D. L., Wolfe, K. R., & Kumar, S. L. (2012). Brain responses mediating idiom comprehension: Gender and hemispheric differences. Brain Research, 1467, 18–26. https://doi.org/10.1016/j.brainres.2012.05.031

Kasap, C. B. (2022). Stuart Hall’un Kodlama/Kod Çözümü Kavramları Aracılığıyla Abd 2016 Seçimlerinin Analizi ve Etkileşim Tasarım Teknolojilerindeki Sağlarlıklar ile İlişkisi. Kritik İletişim Çalışmaları Dergisi, 4(2), 83–104. https://doi.org/10.53281/kritik.1182475

Kim, S., Zhang, X. A., & Zhang, B. W. (2016). Self-mocking crisis strategy on social media: Focusing on Alibaba chairman Jack Ma in China. Public Relations Review, 42(5), 903–912. https://doi.org/10.1016/j.pubrev.2016.10.004

Koçak, B. B. (2021). Fly “With us”! Impact of consumer-brand relationship on consumer engagement: An empirical investigation on Turkish airline instagram pages. Tüketici ve Tüketim Araştırmaları Dergisi, 13(2), 253–282. https://doi.org/10.15659/ttad.13.2.139

Koçak, B. B. (2022a). More than a thousand words!: Emoji engagement on Turkish airline Instagram pages. In Cases on developing effective research plans for communications and information science (pp. 251–267). IGI Global. https://doi.org/10.4018/978-1-6684-4523-5.ch013

Koçak, B. B. (2022b). Improving consumer engagement with airline brands: A Case of SKYTRAX 100’s YouTube pages. Journal of Internet Applications and Management, 13(1), 1–19.

Koçak, B. B. (2023). Çevrimiçi Pazarlama İletişiminde Mesaj Stratejileri. Gazi Kitabevi.

Koçak, C. B., Atalık, Ö., & Koçak, B. B. (2024). Mecazi Dil Unsurlarının Tüketici Katılımı Üzerindeki Etkisi: Türk Havayolu Instagram Sayfaları Örneği. Pazarlama ve Pazarlama Araştırmaları Dergisi, 17(1), 1–38. https://doi.org/10.15659/ppad.17.1.1251882

Korga, S., & Aslanoğlu, S. (2020). İç Kontrol Sisteminin Unsurları İle Risk Yönetimi Arasındaki İlişkinin İncelenmesi: Bankacılık Sektöründe Bir Uygulama. Muhasebe ve Denetime Bakış, 20(60), 95–116.

Krašovec, J. (2016). Metaphor, symbol and personification in presentations of life and values. Bogoslovni vestnik, 76(3), 571–584.

Kronrod, A., & Danziger, S. (2013). “Wii will rock you!” The use and effect of figurative language in consumer reviews of hedonic and utilitarian consumption. Journal of Consumer Research, 40(4), 726–739. https://doi.org/10.1086/671998

Labrecque, L. I., Swani, K., & Stephen, A. T. (2020). The impact of pronoun choices on consumer engagement actions: Exploring top global brands’ social media communications. Psychology & Marketing, 37(6), 796–814. https://doi.org/10.1002/mar.21341

Lakoff, G., & Johnson, M. (2008). Metaphors we live by. University of Chicago Press.

Lamberton, C., & Stephen, A. T. (2016). A thematic exploration of digital, social media, and mobile marketing: Research evolution from 2000 to 2015 and an agenda for future inquiry. Journal of Marketing, 80(6), 146–172. https://doi.org/10.1509/jm.15.0415

Landis, J. R., & Koch, G. G. (1977). An application of hierarchical kappa-type statistics in the assessment of majority agreement among multiple observers. Biometrics, 33(2), 363–374. https://doi.org/10.2307/2529786

Leigh, J. H. (1994). The use of figures of speech in print ad headlines. Journal of Advertising, 23(2), 17–33. https://doi.org/10.1080/00913367.1994.10673439

Letheren, K., Martin, B. A., & Jin, H. S. (2017). Effects of personification and anthropomorphic tendency on destination attitude and travel intentions. Tourism Management, 62, 65–75. https://doi.org/10.1016/j.tourman.2017.03.020

Leung, R., Schuckert, M., & Yeung, E. (2013). Attracting user social media engagement: A study of three budget airlines Facebook pages. In Information and communication technologies in tourism 2013 (pp. 195–206). Springer. https://doi.org/10.1007/978-3-642-36309-2_17

Lim, E. A. C., Ang, S. H., Lee, Y. H., & Leong, S. M. (2009). Processing idioms in advertising discourse: Effects of familiarity, literality, and compositionality on consumer ad response. Journal of Pragmatics, 41(9), 1778–1793. https://doi.org/10.1016/j.pragma.2008.09.034

Lin, F. J. (2008). Solving multicollinearity in the process of fitting regression model using the nested estimate procedure. Quality & Quantity, 42(3), 417–426. https://doi.org/10.1007/s11135-006-9055-1

Lombard, M., Snyder-Duch, J., & Bracken, C. C. (2005). Practical resources for assessing and reporting intercoder reliability in content analysis research projects. Analysis, 4(2005), 1–18.

MacKay, D. G. (1986). Prototypicality among metaphors: On the relative frequency of personification and spatial metaphors in literature written for children versus adults. Metaphor and Symbol, 1(2), 87–107. https://doi.org/10.1207/s15327868ms0102_1

Mangold, W. G., & Faulds, D. J. (2009). Social media: The new hybrid element of the promotion mix. Business Horizons, 52(4), 357–365. https://doi.org/10.1016/j.bushor.2009.03.002

Marquardt, D. W. (1980). You should standardize the predictor variables in your regression models. Journal of the American Statistical Association, 75(369), 74–103. https://doi.org/10.1080/01621459.1980.10477430

McIntosh, S., Kamei, Y., Adams, B., & Hassan, A. E. (2014). The impact of code review coverage and code review participation on software quality: A case study of the qt, VTK, and ITK projects. In Proceedings of the 11th Working Conference on Mining Software Repositories (pp. 192–201). ACM Digital Library. https://doi.org/10.1145/2597073.2597076

McQuarrie, E. F., & Mick, D. G. (1996). Figures of rhetoric in advertising language. Journal of Consumer Research, 22(4), 424–438. https://doi.org/10.1086/209459

McQuarrie, E. F., & Mick, D. G. (2003). Visual and verbal rhetorical figures under directed processing versus incidental exposure to advertising. Journal of Consumer Research, 29(4), 579–587. https://doi.org/10.1086/346252

McQuarrie, E. F., & Phillips, B. J. (2005). Indirect persuasion in advertising: How consumers process metaphors presented in pictures and words. Journal of Advertising, 34(2), 7–20. https://doi.org/10.1080/00913367.2005.10639188

McShane, L., Pancer, E., & Poole, M. (2019). The influence of B to B social media message features on brand engagement: A fluency perspective. Journal of Business-to-Business Marketing, 26(1), 1–18. https://doi.org/10.1080/1051712X.2019.1565132

Menon, R. V., Sigurdsson, V., Larsen, N. M., Fagerstrøm, A., Sørensen, H., Marteinsdottir, H. G., & Foxall, G. R. (2019). How to grow brand post engagement on Facebook and Twitter for airlines? An empirical investigation of design and content factors. Journal of Air Transport Management, 79, Article 101678. https://doi.org/10.1016/j.jairtraman.2019.05.002

Montgomery, D. C., Peck, E. A., & Vining, G. G. (2021). Introduction to linear regression analysis (6th ed.). John Wiley & Sons.

Pérez-Sobrino, P. (2016). Multimodal metaphor and metonymy in advertising: A corpus-based account. Metaphor and Symbol, 31(2), 73–90. https://doi.org/10.1080/10926488.2016.1150759

Pezzuti, T., Leonhardt, J. M., & Warren, C. (2021). Certainty in language increases consumer engagement on social media. Journal of Interactive Marketing, 53(1), 32–46. https://doi.org/10.1016/j.intmar.2020.06.005

Pho-Klang, K. (2014). Figurative language in social media captions for clothing advertisements. RJSH.

Pogacar, R., Lowrey, T. M., & Shrum, L. J. (2017). The influence of marketing language on brand attitudes and choice. In The Routledge companion to consumer behavior (pp. 263–275). Routledge. https://doi.org/10.4324/9781315526935-17

Richardson, D., & Matlock, T. (2007). The integration of figurative language and static depictions: An eye movement study of fictive motion. Cognition, 102(1), 129–138. https://doi.org/10.1016/j.cognition.2005.12.004

Prasad, B. D. (2008). Content analysis: A method of social science research. In D. K. Lal Das (ed.), Research methods for social work (pp. 174–193). Rawat Publications.

Ricoeur, P., Czerny, R., McLaughlin, K., & Costello, J. (1977). The rule of metaphor: Multi-disciplinary studies of the creation of meaning in language. Philosophy and Rhetoric, 13(3).

Roberts, R. M., & Kreuz, R. J. (1994). Why do people use figurative language? Psychological Science, 5(3), 159–163. https://doi.org/10.1111/j.1467-9280.1994.tb00653.x

Ross, S. (2011). The encoding/decoding model revisited. In Annual Meeting of the International Communication Association (pp. 1–14). Boston, MA.

Sabate, F., Berbegal-Mirabent, J., Cañabate, A., & Lebherz, P. R. (2014). Factors influencing popularity of branded content in Facebook fan pages. European Management Journal, 32(6), 1001–1011. https://doi.org/10.1016/j.emj.2014.05.001

Sahoo, B. P., Sodagiri, J., & Sangwan, M. Y. (2020). Language & its influence in e-WOM: Understanding & enhancing the digital experience. Dogo Rangsang Research Journal, 10(07), 153–159.

Schroeder, J. E. (2008). “Brand culture: trademarks, marketing and consumption”. In L. Bently, J. Davis, & J. C. Ginsburg (Eds), Trade marks and brands: An interdisciplinary critique (pp. 161–176). Cambridge University Press. https://doi.org/10.1017/CBO9780511495212.008

Schultz, C. D. (2017). Proposing to your fans: Which brand post characteristics drive consumer engagement activities on social media brand pages? Electronic Commerce Research and Applications, 26, 23–34. https://doi.org/10.1016/j.elerap.2017.09.005

Sedley, R. (2008). Six theses on digital customer engagement in a troubled economy. Richard Sedley.

Seo, E. J., & Park, J. W. (2018). A study on the effects of social media marketing activities on brand equity and customer response in the airline industry. Journal of Air Transport Management, 66, 36–41. https://doi.org/10.1016/j.jairtraman.2017.09.014

Sigurdsson, V., Larsen, N. M., Sigfusdottir, A. D., Fagerstrøm, A., Alemu, M. H., Folwarczny, M., & Foxall, G. (2020). The relationship between the firm’s social media strategy and the consumers’ engagement behavior in aviation. Managerial and Decision Economics, 41(2), 234–249. https://doi.org/10.1002/mde.3052

Supermetrics. (n.d.). https://supermetrics.com/

StatPlus. (n.d.). StatPlus:mac, AnalystSoft Inc. – Statistical analysis program for macOS (Version v8). https://www.analystsoft.com/en/

Suryasa, W. (2016). Figurative language found in printed advertisement. International Journal of Linguistics, Literature and Culture, 2(1), 29–38. https://doi.org/10.21744/ijllc.v2i1.8

Sweetser, E. (2017). Metaphor and metonymy in advertising: Building viewpoint in multimodal multi-space blends. Journal of pragmatics, 122, 65–76. https://doi.org/10.1016/j.pragma.2017.10.012

Toklu, M. O. (2003). Dilbilime Giriş. Ankara.

Tranmer, M., & Elliot, M. (2008). Multiple linear regression. The Cathie Marsh Centre for Census and Survey Research (CCSR), 5(5), 1–5.

Turner, M. (1987). Death is the mother of beauty: Mind, metaphor, criticism. University of Chicago Press.

Turkish Language Society. (n.d.). www.tdk.gov.tr

Van Doorn, J., Lemon, K. N., Mittal, V., Nass, S., Pick, D., Pirner, P., & Verhoef, P. C. (2010). Customer engagement behavior: Theoretical foundations and research directions. Journal of Service Research, 13(3), 253–266. https://doi.org/10.1177/1094670510375599

Wu, L., Shen, H., Fan, A., & Mattila, A. S. (2017). The impact of language style on consumers’ reactions to online reviews. Tourism Management, 59, 590–596. https://doi.org/10.1016/j.tourman.2016.09.006

Yaylagül, L. (2008). Kitle İletişim Kuramları. Egemen ve Eleştirel Yaklaşımlar. Dipnot Yayınları.

Zeng, H. (2019). A cognitive-pragmatic approach to metaphor and metonymy in brand names: A case study of film titles. Taiwan Journal of Linguistics, 17(1), 1–47.