| 研究生: |
陳友盛 Adrian, Arthur |
|---|---|
| 論文名稱: |
權力距離信念如何透過認知需求影響內容複雜性偏好:以菜單複雜性與內容呈現格式為例 How Power Distance Belief Shapes Content Complexity Preference Through Need for Cognition: Evidence from Menu Complexity and Content Format |
| 指導教授: |
郭亞慧
Kuo, Ya-Hui |
| 學位類別: |
碩士 Master |
| 系所名稱: |
管理學院 - 國際企業研究所 Institute of International Business |
| 論文出版年: | 2026 |
| 畢業學年度: | 114 |
| 語文別: | 英文 |
| 論文頁數: | 102 |
| 中文關鍵詞: | 權力距離信念 、認知需求 、內容複雜性 、菜單描述 、內容呈現格式 |
| 外文關鍵詞: | Power Distance Belief, Need for Cognition, Content Complexity, Menu Description, Content Format |
| 相關次數: | 點閱:4 下載:0 |
| 分享至: |
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隨著消費者在離線與數位環境中越來越常接觸到資訊豐富的訊息,行銷人員需要更有效的方式來設計符合消費者資訊處理偏好的內容。目前的內容策略經常假設消費者會對相同程度的資訊複雜性產生相似反應。然而,在相同的內容複雜性下,消費者處理複雜資訊的意願可能有所不同。因此,本研究探討消費者對階層關係的信念,即權力距離信念(Power Distance Belief, PDB),是否會影響其對內容複雜性的偏好,並進一步檢驗此關係是否可由其從事努力性思考的傾向,即認知需求(Need for Cognition, NFC)所解釋。
為檢驗上述關係,本研究採用單因子組間實驗設計,操弄內容複雜性為高複雜性與低複雜性。參與者被隨機分派至其中一種內容複雜性條件。本研究中的焦點變數為權力距離信念,其代表參與者在接受權力與權威階層差異上的個體差異。本研究共包含兩個獨立研究:研究一聚焦於餐廳菜單描述複雜性,研究二則聚焦於內容呈現格式複雜性。經資料篩選後,共有324份有效樣本用於分析。
研究結果顯示,兩個研究中的內容複雜性操弄皆成功,表示參與者能夠感知內容的複雜程度。此外,權力距離信念與認知需求之間的關係也達顯著。然而,權力距離信念與複雜性偏好之間的關係並未獲得支持。與預期相反,認知需求也未能中介權力距離信念與複雜性偏好之間的直接或間接效果。
因此,本研究結果延伸了權力距離信念、認知需求與消費者資訊處理相關文獻,指出權力距離信念可能與消費者的認知傾向有關,但其本身可能不足以解釋消費者對複雜或非複雜內容的偏好。在實務上,本研究建議餐廳經營者、行銷人員與內容設計者不應假設更複雜的資訊必然會提升消費者偏好。相反地,在設計菜單描述與數位內容格式時,應謹慎平衡資訊豐富性與簡潔性。
As consumers are increasingly exposed to information-rich messages in both offline and digital environments, marketers need better ways to design content that fits consumers' information-processing preferences. Current content strategies often assume that consumers respond similarly to the same level of information complexity. However, under the same complexity of the content, consumers may differ in willingness to process the complexity of information. Thus, this study examined whether consumers' beliefs about hierarchy (PDB) influence their preference for content complexity and whether this relationship is explained by their tendency to engage in effortful thinking (NFC).
To test these relationships, using a one-factor (content complexity: high vs low) between subjects research design. Participants were randomly assigned to one of the content complexity conditions. The focal factor, Power Distance Belief, which represents participants’ individual differences in accepting hierarchical differences in power and authority, has been measured. This research was organized into two separate studies,
Study 1 focused on restaurant menu description complexity, and Study 2 focused on content format complexity. After data screening, a total of 324 valid responses were used for analysis.
The results showed that the manipulation of content complexity was successful in both studies, indicating that participants had perceived the complexity of the content. The relationship between PDB and NFC was also significant. However, the relationship between PDB and preference for complexity was not supported. Contrary to expectations, NFC also did not mediate the direct or indirect effects of PDB and preference for complexity.
Thus, these findings extend to the literature on Power Distance Belief, Need for Cognition, and consumer information processing by showing that PDB may be related to consumers' cognitive tendency, but it may not be sufficient to explain their preference for complex or non-complex content. Practically, the findings suggest that restaurant operators, marketers, and content designers should not assume that more complex information will always increase consumer preference. Instead, they should carefully balance informativeness and simplicity when designing menu descriptions and digital content formats.
Abbas, R., & Hatch, C. D. (2024). Providing nutrition information on US restaurant menus: A systematic review since the Affordable Care Act (2010). Journal of Consumer Policy. https://doi.org/10.1007/s10603-024-09578-7
Adami, C. (2002). What is complexity? BioEssays, 24(12), 1085–1094. https://doi.org/10.1002/bies.10192
Andreas Holzinger, Michael Kickmeier-Rust, & Dietrich Albert. (2008). Dynamic media in computer science education; content complexity and learning performance: Is less more? Journal of Educational Technology & Society, 11(1), 279–290. http://www.jstor.org/stable/jeductechsoci.11.1.279
Apasrawirote, D., Yawised, K., Chatrangsan, M., & Muneesawang, P. (2022). Short-form video content (SVC) engagement and marketing capabilities. Asian Journal of Business and Accounting, 15(2), 221–246. https://doi.org/10.22452/ajba.vol15no2.8
Arnold, M., Goldschmitt, M., & Rigotti, T. (2023). Dealing with information overload: A comprehensive review. Frontiers in Psychology, 14, 1122200. https://doi.org/10.3389/fpsyg.2023.1122200
Bae, S., Liu, X., & Ren, P. (2024). The interactive effect of message framing and power distance belief on tourists’ attitudes toward slum tours. Journal of Travel Research. Advance online publication. https://doi.org/10.1177/00472875231221148
Baiomy, A. E., Jones, E., & Goode, M. M. H. (2017). The influence of menu design, menu item descriptions and menu variety on customer satisfaction: A case study of Egypt. Tourism and Hospitality Research, 19(2), 213–224. https://doi.org/10.1177/1467358417708228
Bakker, A. B. (1999). Persuasive communication about AIDS prevention: Need for cognition determines the impact of message format. AIDS Education and Prevention, 11(2), 150–162. https://doi.org/10.1521/aeap.1999.11.2.150
Bawden, D., & Robinson, L. (2009). The dark side of information: Overload, anxiety and other paradoxes and pathologies. Journal of Information Science, 35(2), 180–191. https://doi.org/10.1177/0165551508095781
Behnke, C., Jung, S. (S.), & Bai, Y. (M.). (2024). Writing restaurant menu descriptions: The influence of word choice on consumer behavior. International Journal of Hospitality Management, 123, 103923. https://doi.org/10.1016/j.ijhm.2024.103923
Belmore Digital. (2024, April 10). Video vs. text content: The era of REELS and popularity. https://www.belmoredigital.com/tvfmw/content-strategy-creation/video-vs-text-content-the-era-of-reels-and-popularity-20240410
Bleier, A., De Keyser, A., & Verleye, K. (2018). Customer engagement through personalization and customization. In R. W. Palmatier, V. Kumar, & C. M. Harmeling (Eds.), Customer engagement marketing (pp. 75–94). Springer International Publishing. https://doi.org/10.1007/978-3-319-61985-9_4
Bosselman, R., Choi, H.-M., Lee, K. S., Kim, E., Cha, J., Jeong, J.-Y., Jo, M., & Ham, S. (2020). Customers’ perception of the attributes of different formats of menu labeling: A comparison between Korea and the U.S. Nutrition Research and Practice, 14(3), 286–297. https://doi.org/10.4162/nrp.2020.14.3.286
Bowen, J. T., & Morris, A. J. (1995). Menu design: Can menus sell. International Journal of Contemporary Hospitality Management, 7(4), 4–9. https://doi.org/10.1108/09596119510091699
Brewer, P., & Sebby, A. G. (2021). The effect of online restaurant menus on consumers’ purchase intentions during the COVID-19 pandemic. International Journal of Hospitality Management, 94, 102777. https://doi.org/10.1016/j.ijhm.2020.102777
Bruins, J. J., & Wilke, H. A. M. (1992). Cognitions and behaviour in a hierarchy: Mulder’s power theory revisited. European Journal of Social Psychology, 22(1), 21–39. https://doi.org/10.1002/ejsp.2420220105
Cacioppo, J. T., & Petty, R. E. (1982). The need for cognition. Journal of Personality and Social Psychology, 42(1), 116–131. https://doi.org/10.1037/0022-3514.42.1.116
Cacioppo, J. T., Petty, R. E., Feinstein, J. A., & Jarvis, W. B. G. (1996). Dispositional differences in cognitive motivation: The life and times of individuals varying in need for cognition. Psychological Bulletin, 119(2), 197–253. https://doi.org/10.1037/0033-2909.119.2.197
Cacioppo, J. T., Petty, R. E., & Kao, C. F. (1984). The efficient assessment of need for cognition. Journal of Personality Assessment, 48(3), 306–307. https://doi.org/10.1207/s15327752jpa4803_13
Cacioppo, J. T., Petty, R. E., & Morris, K. J. (1983). Effects of need for cognition on message evaluation, recall, and persuasion. Journal of Personality and Social Psychology, 45(4), 805–818. https://doi.org/10.1037/0022-3514.45.4.805
Cao, J., Zhong, L., Zhang, G., Liu, D., Lyu, Y., & Qiu, X. (2025). Deciphering the persuasive power of information overload in live commerce: A tactics approach to consumer decision-making. Acta Psychologica, 260, 105767. https://doi.org/10.1016/j.actpsy.2025.105767
Chaiken, S. (1980). Heuristic versus systematic information processing and the use of source versus message cues in persuasion. Journal of Personality and Social Psychology, 39(5), 752–766. https://doi.org/10.1037/0022-3514.39.5.752
Chaiken, S., & Eagly, A. H. (1976). Communication modality as a determinant of message persuasiveness and message comprehensibility. Journal of Personality and Social Psychology, 34(4), 605–614. https://doi.org/10.1037/0022-3514.34.4.605
Chang, C.-T., & Yen, C.-T. (2013). Missing ingredients in metaphor advertising: The right formula of metaphor type, product type, and need for cognition. Journal of Advertising, 42(1), 80–94. https://doi.org/10.1080/00913367.2012.749090
Chevalier, N. (2018). Will it help me? Assessing the costs and benefits of engaging in cognitive effort in children. Child Development, 89(6), 2097–2112. https://doi.org/10.1111/cdev.12805
Coelho, G. L. H., Hanel, P. H. P., & Wolf, L. J. (2020). The very efficient assessment of need for cognition: Developing a six-item version. Assessment, 27(8), 1870–1885. https://doi.org/10.1177/1073191118793208
Cohen, A. R., Stotland, E., & Wolfe, D. M. (1955). An experimental investigation of need for cognition. The Journal of Abnormal and Social Psychology, 51(2), 291–294.
Dai, D. Y., & Wang, X. (2007). The role of need for cognition and reader beliefs in text comprehension and interest development. Contemporary Educational Psychology, 32(3), 332–347.
Dai, Y., Li, H., Xie, W., & Deng, T. (2022). Power distance belief and workplace communication: The mediating role of fear of authority. International Journal of Environmental Research and Public Health, 19(5), 2932. https://doi.org/10.3390/ijerph19052932
Day, E. A., Espejo, J., Kowollik, V., Boatman, P. R., & McEntire, L. E. (2007). Modeling the links between need for cognition and the acquisition of a complex skill. Personality and Individual Differences, 42(2), 201–212.
DeRose, S. J., Durand, D. G., Mylonas, E., & Renear, A. H. (1990). What is text, really? Journal of Computing in Higher Education, 1(2), 3–26.
de Vries, L., Gensler, S., & Leeflang, P. S. H. (2012). Popularity of brand posts on brand fan pages: An investigation of the effects of social media marketing. Journal of Interactive Marketing, 26(2), 83–91. https://doi.org/10.1016/j.intmar.2012.01.003
Dijksterhuis, A., van Knippenberg, A., Kruglanski, A. W., & Schaper, C. (1996). Motivated social cognition: Need for closure effects on memory and judgment. Journal of Experimental Social Psychology, 32, 254–270.
Dong, X., Liu, H., Xi, N., Liao, J., & Yang, Z. (2023). Short video marketing: What, when and how short-branded videos facilitate consumer engagement. Internet Research.
Eppler, M. J., & Mengis, J. (2004). The concept of information overload: A review of literature from organization science, accounting, marketing, MIS, and related disciplines. The Information Society, 20(5), 325–344. https://doi.org/10.1080/01972240490507974
Fakih, K., Assaker, G., Assaf, A. G., & Hallak, R. (2016). Does restaurant menu information affect consumer attitudes and behavioral intentions? A cross-segment analysis using PLS-SEM. International Journal of Hospitality Management, 57, 71–83. https://doi.org/10.1016/j.ijhm.2016.06.002
Feng, R., Sun, Y., He, K., Huang, Z., & Yang, D. (2025). The influence of power distance beliefs and advertising appeal on consumers’ purchase intentions. Journal of Theoretical and Applied Electronic Commerce Research, 20(1), Article 7. https://doi.org/10.3390/jtaer20010007
Fogolari, N., de Oliveira, R. C., Bernardo, G. L., Uggioni, P. L., Geraldo, A. P. G., Proença, R. P. da C., & Fernandes, A. C. (2024). Influence of qualitative menu labeling on diners’ food choices: A controlled quasi-experiment in self-service buffet restaurants. Appetite, 205, 107698. https://doi.org/10.1016/j.appet.2024.107698
Fritz, M. S., & MacKinnon, D. P. (2007). Required sample size to detect the mediated effect. Psychological Science, 18(3), 233–239. https://doi.org/10.1111/j.1467-9280.2007.01882.x
Gao, H., & Zhang, Y. (2022). How does power distance belief impact consumers’ responses to demotion in hierarchical loyalty programs? The dual processes of monetary and psychological losses. Journal of the Academy of Marketing Science, 50, 822–840. https://doi.org/10.1007/s11747-021-00825-8
Garbarino, E. C., & Edell, J. A. (1997). Cognitive effort, affect, and choice. Journal of Consumer Research, 24(2), 147–158. https://doi.org/10.1086/209500
Gell-Mann, M. (2002). What is complexity? In A. Q. Curzio, A. Fortis, & M. Morroni (Eds.), Complexity and industrial clusters (pp. 13–24). Physica-Verlag Heidelberg.
Gohary, A., Madani, F., Lie, D. S., & Chan, E. Y. (2025). The influence of power distance belief on organic food consumption. Appetite, 206, 107764. https://doi.org/10.1016/j.appet.2024.107764
Graber, D. A. (1989). Content and meaning: What’s it all about? American Behavioral Scientist, 33(2), 144–152. https://doi.org/10.1177/0002764289033002004
Haavisto, M., Jaakkola, T., & Lepola, J. (2023). Video outperforms illustrated text: Do old explanations for the modality effect apply in a learner-paced fifth-grade classroom context? Computers & Education, 199, 104775. https://doi.org/10.1016/j.compedu.2023.104775
Haavisto, M., Lepola, J., & Jaakkola, T. (2025). The “simple” view of learning from illustrated texts and videos. Learning and Instruction, 100, 102200. https://doi.org/10.1016/j.learninstruc.2025.102200
Hansen, H., Samuelsen, B. M., & Sallis, J. E. (2013). The moderating effects of need for cognition on drivers of customer loyalty. European Journal of Marketing, 47(8), 1157–1176. https://doi.org/10.1108/03090561311324264
Han, J., Moon, H., Oh, Y., Chang, J. Y., & Ham, S. (2020). Impacts of menu information quality and nutrition information quality on technology acceptance characteristics and behaviors toward fast food restaurants’ kiosk. Nutrition Research and Practice, 14(2), 167–174. https://doi.org/10.4162/nrp.2020.14.2.167
Haugtvedt, C. P., Petty, R. E., & Cacioppo, J. T. (1992). Need for cognition and advertising: Understanding the role of personality variables in consumer behavior. Journal of Consumer Psychology, 1(3), 239–260. https://doi.org/10.1016/S1057-7408(08)80038-1
He, Y., Mo, Z., & Fu, H. (2024). Effect of downward line extension on consumers’ purchase intentions: Power distance belief as a moderator. Journal of Product & Brand Management, 33(2), 207–219. https://doi.org/10.1108/JPBM-04-2023-4445
Heylighen, F. (2002). Complexity and information overload in society: Why increasing efficiency leads to decreasing control (Draft manuscript, version April 12, 2002). Vrije Universiteit Brussel.
Hofstede, G. (2001). Culture’s consequences: Comparing values, behaviors, institutions and organizations across nations (2nd ed.). Sage.
Hofstede, G. (2011). Dimensionalizing cultures: The Hofstede model in context. Online Readings in Psychology and Culture, 2(1). https://doi.org/10.9707/2307-0919.1014
Hofstede, G., Hofstede, G. J., & Minkov, M. (2010). Cultures and organizations: Software of the mind: Intercultural cooperation and its importance for survival (3rd ed.). McGraw-Hill.
Hornikx, J., & le Pair, R. (2017). The influence of high-/low-context culture on perceived ad complexity and liking. Journal of Global Marketing, 30(4), 228–237. https://doi.org/10.1080/08911762.2017.1296985
Hu, Y., House, L. A., & Gao, Z. (2023). Does preferred information format affect consumers’ willingness to pay: A case study of orange juice produced by biotechnology. Foods, 12(11), 2130. https://doi.org/10.3390/foods12112130
Huang, L., Lu, M.-T., & Wong, B. K. (2003). The impact of power distance on email acceptance: Evidence from the PRC. Journal of Computer Information Systems, 44(1), 93–101. https://doi.org/10.1080/08874417.2003.11647556
Huang, R., & Ha, S. (2021). The role of need for cognition in consumers’ mental imagery: A study of retail brand’s Instagram. International Journal of Retail & Distribution Management, 49(2), 242–262. https://doi.org/10.1108/IJRDM-04-2020-0146
Hwang, J., & Lorenzen, C. L. (2008). Effective nutrition labeling of restaurant menu and pricing of healthy menu. Journal of Foodservice, 19(5), 270–276. https://doi.org/10.1111/j.1748-0159.2008.00108.x
Ibrahim, M. M., Abdel Kader, N. S., & Zorkany, M. (2014). Video multiple watermarking technique based on image interlacing using DWT. The Scientific World Journal, 2014, Article 634828. https://doi.org/10.1155/2014/634828
Ip, M. M. H., & Chark, R. (2023). The effect of menu design on consumer behavior: A meta-analysis. International Journal of Hospitality Management, 108, 103353. https://doi.org/10.1016/j.ijhm.2022.103353
Jacoby, J., Speller, D. E., & Kohn, C. A. (1974). Brand choice behavior as a function of information load. Journal of Marketing Research, 11(1), 63–69. https://doi.org/10.1177/002224377401100106
Jain, S. S., & Jain, S. P. (2018). Power distance belief and preference for transparency. Journal of Business Research, 89, 135–142. https://doi.org/10.1016/j.jbusres.2018.04.016
Jian, Y.-C. (2022). Reading in print versus digital media uses different cognitive strategies: Evidence from eye movements during science-text reading. Reading and Writing, 35(7), 1549–1568. https://doi.org/10.1007/s11145-021-10246-2
Jiang, Y., & Lau, A. K. W. (2022). Effect of restaurant consumers’ anticipated emotions on perceived value and behavioral intention in the COVID-19 context. Frontiers in Psychology, 13, 1013209. https://doi.org/10.3389/fpsyg.2022.1013209
Jiang, Z., & Benbasat, I. (2007). Research note—Investigating the influence of the functional mechanisms of online product presentations. Information Systems Research, 18(4), 454–470. https://doi.org/10.1287/isre.1070.0124
Jin, H., Lu, S., & Wang, K. (2024). Who is more likely to initiate referrals? Effect of consumer’s regulatory focus on referral intention. Journal of Retailing and Consumer Services, 77, 103650. https://doi.org/10.1016/j.jretconser.2023.103650
Khacharem, A., Zoudji, B., & Kalyuga, S. (2015). Perceiving versus inferring movements to understand dynamic events: The influence of content complexity. Psychology of Sport and Exercise, 19, 70–75. https://doi.org/10.1016/j.psychsport.2015.03.004
Khoi, N. H., & Le, A. N.-H. (2018). The impact of social media on consumer behavior. International Journal of Information and Management Sciences, 29(3), 323–344. https://doi.org/10.6186/IJIMS.201809_29(3).0005
Kim, H., Yoon, Y., & Kim, B. (2023). Power distance belief and consumer purchase evaluation: Evidence from online reviews. Behavioral Sciences, 13(4), 314. https://doi.org/10.3390/bs13040314
Kim, Y., & Zhang, Y. (2014). The impact of power distance belief on consumers’ preference for status brands. Journal of Global Marketing, 27(1), 13–29. https://doi.org/10.1080/08911762.2013.844290
Kirkman, B. L., Lowe, K. B., & Gibson, C. B. (2006). A quarter century of Culture’s Consequences: A review of empirical research incorporating Hofstede’s cultural values framework. Journal of International Business Studies, 37(3), 285–320. https://doi.org/10.1057/palgrave.jibs.8400202
Kramer, L., et al. (2021). A novel approach for exploring cognitive effort in children: A model-based analysis of value-based decision making. Cognitive Development, 57, 100978. https://doi.org/10.1016/j.cogdev.2020.100978
Kruglanski, A. W. (2013). The psychology of closed mindedness. Psychology Press. https://doi.org/10.4324/9780203506967
Kruglanski, A. W., Pierro, A., Mannetti, L., & De Grada, E. (2006). Groups as epistemic providers: Need for closure and the unfolding of group-centrism. Psychological Review, 113(1), 84–100. https://doi.org/10.1037/0033-295X.113.1.84
Krobath, D. M., Masters, M., & Mueller, M. P. (2021). Association between restaurant menu item descriptions and their nutrient content. American Journal of Preventive Medicine, 60(4), 548–556. https://doi.org/10.1016/j.amepre.2020.08.027
Kunz, W., Aksoy, L., Bart, Y., Heinonen, K., Kabadayi, S., Ordenes, F. V., Sigala, M., Diaz, D., & Theodoulidis, B. (2017). Customer engagement in a Big Data world. Journal of Services Marketing, 31(2), 161–171. https://doi.org/10.1108/JSM-10-2016-0352
Kurdi, M. Z. (2019). Measuring content complexity of technical texts: Machine learning experiments [Conference paper, accepted at AIED 2019].
Lackmann, S., Léger, P.-M., Charland, P., Aubé, C., & Talbot, J. (2021). The influence of video format on engagement and performance in online learning. Brain Sciences, 11(2), 128. https://doi.org/10.3390/brainsci11020128
Lalwani, A. K., & Forcum, L. (2016). Does a dollar get you a dollar’s worth of merchandise? The impact of power distance belief on price–quality judgments. Journal of Consumer Research.
Lang, A., Kurita, S., Gao, Y., & Rubenking, B. (2013). Measuring television message complexity as available processing resources: Dimensions of information and cognitive load. Media Psychology, 16(2), 129–153. https://doi.org/10.1080/15213269.2013.764707
Lane, N. (2024, April 30). Video content vs. text content: Which one works better for your brand and why. Cincopa. https://www.cincopa.com/blog/video-content-vs-text-content-which-one-works-better-for-your-brand-and-why/
Lee, H., & Lalwani, A. K. (2024). Power distance belief and consumer purchase avoidance. Journal of Marketing Research, 61(2), 349–367. https://doi.org/10.1177/00222437231182600
Lee, H., Lalwani, A. K., & Wang, J. J. (2020). Price no object! The impact of power distance belief on consumers’ price sensitivity. Journal of Marketing. Advance online publication. https://doi.org/10.1177/0022242920929718
Lee, M. J., Tedder, M. C., & Xie, G. (2006). Effective computer text design to enhance readers’ recall: Text formats, individual working memory capacity and content type. Journal of Technical Writing and Communication, 36(1), 57–73.
Lim, S. L., Yang, J.-C., Ehrisman, J., Havrilesky, L. J., & Reed, S. D. (2020). Are videos or text better for describing attributes in stated-preference surveys? The Patient - Patient-Centered Outcomes Research, 13(4), 401–408. https://doi.org/10.1007/s40271-020-00416-9
Lin, C. H., Yen, H. J. R., & Chuang, S. C. (2006). The effects of emotion and need for cognition on consumer choice involving risk. Marketing Letters, 17(1), 47–60. https://doi.org/10.1007/s11002-006-4146-2
List, A., & Ballenger, E. E. (2019). Comprehension across mediums: The case of text and video. Journal of Computing in Higher Education. https://doi.org/10.1007/s12528-018-09204-9
Liu, Q., & Nesbit, J. C. (2024). The relation between need for cognition and academic achievement: A meta-analysis. Review of Educational Research, 94(2), 155–192. https://doi.org/10.3102/00346543231160474
Lowrey, T. M. (1998). The effects of syntactic complexity on advertising persuasiveness. Journal of Consumer Psychology, 7(2). https://doi.org/10.1207/s15327663jcp0702_04
MacInnis, D. J., & Jaworski, B. J. (1989). Information processing from advertisements: Toward an integrative framework. Journal of Marketing, 53(4), 1–23. https://doi.org/10.1177/002224298905300401
Malhotra, N. K. (1982). Information load and consumer decision making. Journal of Consumer Research, 8(4), 419–430. https://doi.org/10.1086/208882
Malhotra, N. K. (1984). Reflections on the information overload paradigm in consumer decision making. Journal of Consumer Research, 10(4), 436–440. https://doi.org/10.1086/208982
Mason, L., Tarchi, C., Ronconi, A., Manzione, L., Latini, N., & Bråten, I. (2022). Do medium and context matter when learning from multiple complementary digital texts and videos? Instructional Science, 50(5), 653–679. https://doi.org/10.1007/s11251-022-09591-8
Mathe-Soulek, K. (2016). Restaurant menu descriptions: Revisiting McCall and Lynn through word analysis. Journal of Foodservice Business Research, 19(1), 56–63. https://doi.org/10.1080/15378020.2016.1129218
Mayer, R. E., & Moreno, R. (2003). Nine ways to reduce cognitive load in multimedia learning. Educational Psychologist, 38(1), 43–52. https://doi.org/10.1207/S15326985EP3801_6
McCall, M., & Lynn, A. (2008). The effects of restaurant menu item descriptions on perceptions of quality, price, and purchase intention. Journal of Foodservice Business Research, 11(4), 439–445. https://doi.org/10.1080/15378020802519850
McClain, C. (2024, August 20). About half of TikTok users under 30 say they use it to keep up with politics, news. Pew Research Center.
McClelland, G. H., & Judd, C. M. (1993). Statistical difficulties of detecting interactions and moderator effects. Psychological Bulletin, 114(2), 376–390. https://doi.org/10.1037/0033-2909.114.2.376
Mehta, M., & Barth, P. (2015, August 17). “Human safari” or slum tourism. DW. http://www.dw.com/en/human-safari-or-slum-tourism/av-18457482
Meschkank, J. (2011). Investigations into slum tourism in Mumbai: Poverty tourism and the tensions between different constructions of reality. GeoJournal, 76, 47–62.
Mulier, L., Slabbinck, H., & Vermeir, I. (2021). This ad is too vertical for me: How the orientation of mobile video advertising affects advertising effectiveness. Journal of Interactive Marketing, 53, 1–17.
Mulki, J. P., Caemmerer, B., & Heggde, G. S. (2015). Leadership style, salesperson’s work effort and job performance: The influence of power distance. Journal of Personal Selling & Sales Management, 35(1), 3–22. https://doi.org/10.1080/08853134.2014.958157
Nahatame, S. (2023). Predicting processing effort during L1 and L2 reading: The relationship between text linguistic features and eye movements. Bilingualism: Language and Cognition, 26(4), 724–737. https://doi.org/10.1017/S136672892200089X
National Restaurant Association. (2025, February 6). Restaurant industry poised for growth in 2025: Sales projected to reach $1.5 trillion [Press release].
Newman, N., Fletcher, R., Robertson, C. T., Ross Arguedas, A., & Nielsen, R. K. (2024). Reuters Institute digital news report 2024. Reuters Institute for the Study of Journalism.
O’Brien, H. L., Arguello, J., & Capra, R. (2020). An empirical study of interest, task complexity, and search behaviour on user engagement. Information Processing & Management, 57(3), 102226. https://doi.org/10.1016/j.ipm.2020.102226
Ochionuoha, A. C., Saluja, G., & Septianto, F. (2025). All are welcome! How power distance belief and religiosity impact consumer responses to corporate racial equity initiatives. European Journal of Marketing, 59(13), 85–119. https://doi.org/10.1108/EJM-08-2023-0617
Orazi, D. C., Hamby, A., Herhausen, D., Van Laer, T., Ludwig, S., Gonsalves, C., & Grewal, D. (2025). Verbal persuasion in marketing: A multimethod meta-analysis of analytical and narrative processing. Journal of the Academy of Marketing Science, 53(6), 1600–1623. https://doi.org/10.1007/s11747-025-01095-4
Oyserman, D. (2006). High power, low power, and equality: Culture beyond individualism and collectivism. Journal of Consumer Psychology, 16(4), 352–356. https://doi.org/10.1207/s15327663jcp1604_6
Ozdemir, B., & Caliskan, O. (2015). Menu design: A review of literature. Journal of Foodservice Business Research, 18(3), 189–206. https://doi.org/10.1080/15378020.2015.1051428
Park, I., Kim, J., & Park, H. (2023). How power distance belief, self-construal, and relationship norms impact conspicuous consumption. Journal of Retailing and Consumer Services, 75, 103518.
Park, J., & Kim, R. B. (2021). The effects of integrated information & service, institutional mechanism and need for cognition (NFC) on consumer omnichannel adoption behavior. Asia Pacific Journal of Marketing and Logistics, 33(6), 1386–1414. https://doi.org/10.1108/APJML-06-2018-0209
Park, J.-M., Yoon, S., & Park, I. (2025). The dual role of video-based eWOM for consumers’ perceived helpfulness: An interplay between information-richness and extrinsic cues. Journal of Business Research, 201, 115584.
Petty, R. E., & Cacioppo, J. T. (1986). The elaboration likelihood model of persuasion. In L. Berkowitz (Ed.), Advances in Experimental Social Psychology (Vol. 19, pp. 123–205). Academic Press. https://doi.org/10.1016/S0065-2601(08)60214-2
Petty, R. E., Cacioppo, J. T., & Schumann, D. (1983). Central and peripheral routes to advertising effectiveness: The moderating role of involvement. Journal of Consumer Research, 10(2), 135–146. https://doi.org/10.1086/208954
Pletikosa Cvijikj, I., & 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
Putrevu, S., Tan, J., & Lord, K. R. (2004). Consumer responses to complex advertisements: The moderating role of need for cognition, knowledge, and gender. Journal of Current Issues & Research in Advertising, 26(1), 9–24. https://doi.org/10.1080/10641734.2004.10505153
Qi, M., Ono, K., Mao, L., Watanabe, M., & Huang, J. (2025). Hedonic or utilitarian: The effect of video and text styles on consumers’ visual attention, mental imagery quality, and purchase intention in online food ordering interfaces. Displays, 88, 103016. https://doi.org/10.1016/j.displa.2025.103016
Qin, C., & Wang, Y. (2023). Power distance belief and the desire for uniqueness. Journal of Business Research, 160, 113766. https://doi.org/10.1016/j.jbusres.2023.113766
Qin, M., Qiu, S., Zhao, Y., Zhu, W., & Li, S. (2024). Graphic or short video? The influence mechanism of UGC types on consumers’ purchase intention—Take Xiaohongshu as an example. Electronic Commerce Research and Applications, 66, 101402. https://doi.org/10.1016/j.elerap.2024.101402
Rahman, W. N. A., Hossain, N., & Sharif, S. (2022). Consumer engagement with visual content on Instagram: Impact of different features of posts by prominent brands. International Journal of E-Services and Mobile Applications, 14(1).
Rayner, K. (1998). Eye movements in reading and information processing: 20 years of research. Psychological Bulletin, 124(3), 372–422. https://doi.org/10.1037/0033-2909.124.3.372
Reitsamer, B. F., Stokburger-Sauer, N. E., Giertz, J. N., & Nocker, J. S. (2025). Marketer-generated content in digital social touchpoints: A systematic literature review and research agenda. Journal of Business Research, 192, 115883. https://doi.org/10.1016/j.jbusres.2025.115883
Restrepo, B. J. (2024, August 12). Calorie labels at restaurants: Half of adults notice, but some more than others. Amber Waves, U.S. Department of Agriculture, Economic Research Service. https://www.ers.usda.gov/amber-waves/2024/august/calorie-labels-at-restaurants-half-of-adults-notice-but-some-more-than-others
Roetzel, P. G. (2019). Information overload in the information age: A review of the literature from business administration, business psychology, and related disciplines with a bibliometric approach and framework development. Business Research, 12(2), 479–522. https://doi.org/10.1007/s40685-018-0069-z
Rudolph, J., Greiff, S., Strobel, A., & Preckel, F. (2018). Understanding the link between need for cognition and complex problem solving. Contemporary Educational Psychology, 55, 53–62. https://doi.org/10.1016/j.cedpsych.2018.08.001
Ruhizat, S. b., Rahimi, S. N. b. C., Ngali, N. b., & Rahmat, N. b. (2021). The influence of menu description on customer purchase intention. International Journal of Academic Research in Business and Social Sciences, 11(13), 332–343. https://doi.org/10.6007/IJARBSS/v11-i13/8552
Sabaté, 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
Saha, P., Ribeiro, M. A., & Roy, B. (2024). Navigating travel decisions in health crises: The interplay of message framing, regulatory focus, and perceived risk. Journal of Hospitality and Tourism Management, 59, 296–308. https://doi.org/10.1016/j.jhtm.2024.04.016
Sandra, D., & Otto, A. R. (2018). Cognitive capacity limitations and need for cognition differentially predict reward-induced cognitive effort expenditure. Cognition, 172, 101–106. https://doi.org/10.1016/j.cognition.2017.12.004
Sandvine. (2024). Global Internet Phenomena Report 2024 [Report].
Schüler, A., Scheiter, K., & Gerjets, P. (2013). Is spoken text always better? Investigating the modality and redundancy effect with longer text presentation. Computers in Human Behavior, 29(4), 1590–1601. https://doi.org/10.1016/j.chb.2013.01.047
See, Y. H. M., Petty, R. E., & Evans, L. M. (2009). The impact of perceived message complexity and need for cognition on information processing and attitudes. Journal of Research in Personality, 43(5), 880–889. https://doi.org/10.1016/j.jrp.2009.04.006
Shafieizadeh, K., & Tao, C.-W. (Willie). (2020). How does a menu’s information about local food affect restaurant selection? The roles of corporate social responsibility, transparency, and trust. Journal of Hospitality and Tourism Management, 43, 232–240. https://doi.org/10.1016/j.jhtm.2020.04.007
Shahid, S., Maseeh, H. I., Jebarajakirthy, C., Kumar Sharma, B., Saha, R., & Gupta, S. (2025). Consumer confusion: A meta-analytic review. Journal of Business Research, 192, 115294. https://doi.org/10.1016/j.jbusres.2025.115294
Shoemaker, S., Dawson, M., & Johnson, W. (2005). How to increase menu prices without alienating your customers. International Journal of Contemporary Hospitality Management, 17(7), 553–568. https://doi.org/10.1108/09596110510620636
Sicilia, M., Ruiz, S., & Munuera, J. L. (2005). Effects of interactivity in a web site: The moderating effect of need for cognition. Journal of Advertising, 34(3), 31–44. https://doi.org/10.1080/00913367.2005.10639202
Soh, J., & Sharma, A. (2021). The effect of menu presentation on consumers’ willingness to purchase. Tourism and Hospitality Research, 21(3), 289–302. https://doi.org/10.1177/1467358420987585
Spence, C. (2018). Complexity on the menu and in the meal. Foods, 7(10), Article 158. https://doi.org/10.3390/foods7100158
Spielmann, Y. (2006). Video: From technology to medium. Art Journal, 65(3), 54–69. https://doi.org/10.1080/00043249.2006.10791215
Steuer, J. (1992). Defining virtual reality: Dimensions determining telepresence. Journal of Communication, 42(4), 73–93. https://doi.org/10.1111/j.1460-2466.1992.tb00812.x
Stevens, L. (1941). Format and content of readers. The Elementary School Journal, 42, 120–129.
Strukelj, A., & Niehorster, D. C. (2018). One page of text: Eye movements during regular and thorough reading, skimming, and spell checking. Journal of Eye Movement Research, 11(1), 1–22. https://doi.org/10.16910/jemr.11.1.1
Sun, H. (2020). Unpacking reading text complexity: A dynamic language and content approach. Studies in Applied Linguistics and TESOL, 20(2). https://doi.org/10.7916/SALT.V20I2.7098
Sundar, S. S., Molina, M. D., & Cho, E. (2021). Seeing is believing: Is video modality more powerful in spreading fake news via online messaging apps? Journal of Computer-Mediated Communication, 26(6), 301–319. https://doi.org/10.1093/jcmc/zmab010
Suzue, K. (2020). The cognitive diversity-creative performance relationship and the mediating effect of power-distance orientation: A study of Japan-based organizations in the U.S. [Doctoral dissertation, The Chicago School of Professional Psychology]. ProQuest Dissertations Publishing.
Taras, V., Kirkman, B. L., & Steel, P. (2010). Examining the impact of Culture’s consequences: A three-decade, multilevel, meta-analytic review of Hofstede’s cultural value dimensions. Journal of Applied Psychology, 95(3), 405–439. https://doi.org/10.1037/a0018938
Tanselle, G. T. (2000). The concept of format. Studies in Bibliography, 53, 67–115.
Tarchi, C., Zaccoletti, S., & Mason, L. (2021). Learning from text, video, or subtitles: A comparative analysis. Computers & Education, 160, 104034. https://doi.org/10.1016/j.compedu.2020.104034
Thorpe, S., Fize, D., & Marlot, C. (1996). Speed of processing in the human visual system. Nature, 381(6582), 520–522. https://doi.org/10.1038/381520a0
Tolochko, P., Song, H., & Boomgaarden, H. (2019). “That looks hard!”: Effects of objective and perceived textual complexity on factual and structural political knowledge. Political Communication, 36(4), 609–628. https://doi.org/10.1080/10584609.2019.1631919
Tu, L. L., Kwon, J., & Gao, H. (2022). Heart or mind? The impact of power distance belief on consumers’ response to affective versus cognitive appeals. Journal of Marketing Research, 59(2), 277–294. https://doi.org/10.1177/00222437211002196
Tyler, S. W., Hertel, P. T., McCallum, M. C., & Ellis, H. C. (1979). Cognitive effort and memory. Journal of Experimental Psychology: Human Learning and Memory, 5(6), 607–617. https://doi.org/10.1037/0278-7393.5.6.607
U.S. Department of Agriculture, Economic Research Service. (2025, September 29). Total food spending reached $2.58 trillion in 2024 [Chart].
U.S. Food and Drug Administration. (2023, December 13). Menu labeling requirements. https://www.fda.gov/food/nutrition-food-labeling-and-critical-foods/menu-labeling-requirements
Venneker, D., Helder, A., & Van Den Broek, P. (2025). Understanding narratives in different media formats: Processes and products of elementary-school children’s comprehension of texts and videos. Reading and Writing, 38(7), 1985–2006. https://doi.org/10.1007/s11145-024-10573-0
Verplanken, B., Hofstee, G., & Janssen, H. J. W. (1992). Accessibility of affective versus cognitive components of attitudes. Personality and Social Psychology Bulletin, 18(4), 421–428. https://doi.org/10.1016/0092-6566(92)90049-A
Wang, J. J., Lalwani, A. K., & DelVecchio, D. (2022). Mass-market or niche? Power distance belief and consumers’ brand preference. International Journal of Research in Marketing, 39(3), 804–823. https://doi.org/10.1016/j.ijresmar.2021.11.004
Wang, X., Wang, X., Fang, X., & Jiang, Q. (2018). Power distance belief and brand personality evaluations. Journal of Business Research, 84, 89–99.
Wansink, B., Painter, J., & Ittersum, K. V. (2001). Descriptive menu labels’ effect on sales. Cornell Hotel and Restaurant Administration Quarterly, 42(6), 68–72. https://doi.org/10.1177/0010880401426008
Walthouwer, M. J. L., Oenema, A., Lechner, L., & de Vries, H. (2015). Use and effectiveness of a video- and text-driven web-based computer-tailored intervention: Randomized controlled trial. Journal of Medical Internet Research, 17(9), e222. https://doi.org/10.2196/jmir.4496
Watanabe, H., & Suga, R. (2026). Regulatory fit and regulatory mode fit in marketing research: A literature review from 2015 to 2025. Quarterly Journal of Marketing, 46(1), 56–63. https://doi.org/10.7222/marketing.2026.008
Webster, D. M., & Kruglanski, A. W. (1994). Individual differences in need for cognitive closure. Journal of Personality and Social Psychology, 67(6), 1049–1062.
Westbrook, A., Kester, D., & Braver, T. S. (2013). What is the subjective cost of cognitive effort? Load, trait, and aging effects revealed by economic preference. PLOS ONE, 8(7), e68210. https://doi.org/10.1371/journal.pone.0068210
Wiegman, O. (1989). Communication modality and attitude change in a realistic experiment. Journal of Applied Social Psychology, 19(10), 828–840. https://doi.org/10.1111/j.1559-1816.1989.tb01224.x
Wiley, N. (2025, July 30). Visual content vs. text: When to use each type of content marketing. Printivity. https://www.printivity.com/insights/when-should-your-business-use-text-content-or-visual-content
Winterich, K. P., & Zhang, Y. (2014). Accepting inequality deters responsibility: How power distance decreases charitable behavior. Journal of Consumer Research, 41(2), 274–293. https://doi.org/10.1086/676965
Winterich, K. P., Gangwar, M., & Grewal, R. (2018). When celebrities count: Power distance beliefs and celebrity endorsements. Journal of Marketing, 82(3), 70–86. https://doi.org/10.1509/jm.16.0169
Wittenberg, C., Tappin, B. M., Berinsky, A. J., & Rand, D. G. (2021). The (minimal) persuasive advantage of political video over text. Proceedings of the National Academy of Sciences, 118(47), Article e2114388118. https://doi.org/10.1073/pnas.2114388118
Wyatt, J. C. (1999). Same information, different decisions: Format counts. BMJ, 318(7197), 1501–1502. https://doi.org/10.1136/bmj.318.7197.1501
Xu, X., & Huang, Y. (2019). Restaurant information cues, diners’ expectations, and need for cognition: Experimental studies of online-to-offline mobile food ordering. Journal of Retailing and Consumer Services, 51, 231–241. https://doi.org/10.1016/j.jretconser.2019.06.010
Yadav, A., Phillips, M. M., Lundeberg, M. A., Koehler, M. J., Harlow, D. B., & Dirkin, K. H. (2011). If a picture is worth a thousand words, is video worth a million? Differences in affective and cognitive processing of video and text cases. Journal of Computing in Higher Education, 23(1), 15–37. https://doi.org/10.1007/s12528-011-9042-y
Yuan, F., & Zhou, J. (2015). Effects of cultural power distance on group creativity and individual group member creativity. Journal of Organizational Behavior, 36(7), 990–1007. https://doi.org/10.1002/job.2022
Yuan Wang, K., & Zamantili Nayir, D. (2009). Procedural justice, participation and power distance: Information sharing in Chinese firms. Management Research Review, 33(1), 66–78. https://doi.org/10.1108/01409171011011571
Yoo, B., Donthu, N., & Lenartowicz, T. (2011). Measuring Hofstede’s five dimensions of cultural values at the individual level: Development and validation of CVSCALE. Journal of International Consumer Marketing, 23(3–4), 193–210. https://doi.org/10.1080/08961530.2011.578059