Psychological Distance Cues in Online Messages
Interrelatedness of Probability and Spatial Distance
Abstract
Abstract. Growing evidence reveals that people rely on heuristic cues when processing online information. The current research, by adopting a construal level theory approach, examined whether psychological distance cues within online messages influence message processing. According to construal level theory, spatial and hypothetical distances (i.e., probabilities, likelihoods) share an association based on psychological distance. Construal level literature suggests that people overgeneralize this association and attribute unlikely events to distant places and likely events to close-by places. The current research provides a novel test of this relationship in an online communication setting. In two within-subjects experiments (Studies 1 and 2), we presented participants tweets depicting likely and unlikely events, and measured whether they attribute them to spatially close or far sources. Confirming our predictions, participants utilized the psychological distance cues and attributed the likely tweets to spatially close and the unlikely tweets to spatially far sources. In two follow-up experiments, we tested the same relationship by employing between-subjects designs. In Study 3 where participants saw one spatial distance and both likely and unlikely tweets, participants formed the same association albeit less strongly and attributed the unlikely tweets to spatially distant sources. In Study 4, where participants saw two spatial distances and only one tweet, the expected association was not formed. Findings suggest that comparison of likelihood information is necessary to form an association between source location and tweet likelihood. The implications of psychological distance and a construal level theory approach are discussed in the context of online heuristics and persuasion.
References
2008). Effects of fluency on psychological distance and mental construal (or why New York is a large city, but New York is a civilized jungle). Psychological Science, 19(2), 161–167. doi: 10.1111/j.1467-9280.2008.02062.x
(2009). Uniting the tribes of fluency to form a metacognitive nation. Personality and Social Psychology Review, 13, 219–235. doi: 10.1177/1088868309341564
(2010). Find me if you can: Improving geographical prediction with social and spatial proximity. Proceedings of the 19th International Conference on World Wide Web, Raleigh, NC, USA. New York, NY: ACM, 61–70. doi: 10.1145/1772690.1772698
(2006). The association between psychological distance and construal level: Evidence from an Implicit Association Test. Journal of Experimental Psychology: General, 135(4), 609–622. doi: 10.1037/0096-3445.135.4.609
(2007). Automatic processing of psychological distance: evidence from a Stroop task. Journal of Experimental Psychology: General, 136(4), 610. doi: 10.1037/0096-3445.136.4.610
(2011). Amazon’s Mechanical Turk a new source of inexpensive, yet high-quality, data? Perspectives on Psychological Science, 6(1), 3–5. doi: 10.1177/1745691610393980
(2011).
(Mobile symbiosis: A precursor to public risk-taking behavior? . In R. LingS. W. CampbellEds., Mobile communication: Bringing us together and tearing us apart (pp. 17–36). New Brunswick, NJ: Transaction Publishers.2006).
(Web credibility . In C. GhaouiEd., Encyclopedia of human computer interaction (pp. 713–721). Hershey, PA: Information Science Reference.2016). Temporal consequences, message framing, and consideration of future consequences: Persuasion effects on adult fruit intake intention and resolve. Journal of Health Communication, 21(8), 944–953. doi: 10.1080/10810730.2016.1179366
(2016). So close and yet so far: Construal level moderates cultivation effects. Media Psychology, 19(1), 27–48. doi: 10.1080/15213269.2015.1040126
(2008).
(Credibility of health information and digital media: New perspectives and implications for youth . In M. J. MetzgerA. J. FlanaginEds., Digital media, youth, and credibility (pp. 123–154). Cambridge, MA: The MIT Press. doi: 10.1162/dmal.9780262562324.1232002). Empirical studies assessing the quality of health information for consumers on the world wide web: A systematic review. The Journal of the American Medical Association, 287(20), 2691–2700. doi: 10.1001/jama.287.20.2691
(2001). Internet use in the contemporary media environment. Human Communication Research, 27(1), 153–181. doi: 10.1111/j.1468-2958.2001.tb00779.x
(2008).
(Digital media and youth: Unparalleled opportunity and unprecedented responsibility . In M. J. MetzgerA. J. FlanaginEds., Digital media, youth, and credibility (pp. 5–28). Cambridge, MA: The MIT Press.2015). Why some surprises are more surprising than others: Surprise as a metacognitive sense of explanatory difficulty. Cognitive Psychology, 81, 74–116. doi: 10.1016/j.cogpsych.2015.08.004
(2002). Vital decisions. Washington, DC: Pew Internet & American Life Project. Retrieved from http://www.pewinternet.org/files/old-media//Files/Reports/2002/PIP_Vital_Decisions_May2002.pdf.pdf
(2011). Heuristic decision making. Annual Review of Psychology, 62, 451–482. doi: 10.1146/annurev-psych-120709-145346
(2013). Social influence online: The impact of social validation and likability on compliance. Psychology of Popular Media Culture, 2(1), 51. doi: 10.1037/a0030592
(2010). Truth from language and truth from fit: The impact of linguistic concreteness and level of construal on subjective truth. Personality and Social Psychology Bulletin, 36(11), 1576–1588. doi: 10.1177/0146167210386238
(2008). Developing a unifying framework of credibility assessment: Construct, heuristics, and interaction in context. Information Processing & Management, 44(4), 1467–1484. doi: 10.1016/j.ipm.2007.10.001
(2013). Assessing the reliability of the M5-120 on Amazon’s Mechanical Turk. Computers in Human Behavior, 29(4), 1749–1754. doi: 10.1016/j.chb.2013.02.020
(2009). Beyond microblogging: Conversation and collaboration via Twitter. Proceedings of the 42nd Hawaii International Conference on System Sciences (HICSS-09). Los Alamitos, CA: IEEE Press, 1–10. doi: 10.1109/HICSS.2009.89
(2008). Online shopping. Washington, DC: Pew Internet & American Life Project. Retrieved from http://www.pewinternet.org/files/old-media//Files/Reports/2008/PIP_Online%20Shopping.pdf
(2009).
(Why we twitter: An analysis of a microblogging community . In H. ZhangM. SpiliopoulouB. MobasherC. L. GilesA. McCallumO. NasraouiJ. SrivastavaJ. YenEds., Advances in web mining and web usage analysis (pp. 118–138). Heidelberg, Germany: Springer.1986). Norm theory: Comparing reality to its alternatives. Psychological Review, 93(2), 136. doi: 10.1037/0033-295X.93.2.136
(2012). Far from the eyes, close on the web: impact of geographic distance on online social interactions. Proceedings of the 2012 ACM workshop on online social networks. New York, NY: ACM, 19–24. doi: 10.1145/2342549.2342555
(2010). A postmodern Pandora’s box: Anti-vaccination misinformation on the Internet. Vaccine, 28(7), 1709–1716. doi: 10.1016/j.vaccine.2009.12.022
(2013). Construal level theory of mobile persuasion. Media Psychology, 16(3), 245–271. doi: 10.1080/15213269.2013.798853
(2016). Are you on Timeline or News Feed? The roles of Facebook pages and construal level in increasing ad effectiveness. Computers in Human Behavior, 57, 312–320. doi: 10.1016/j.chb.2015.12.031
(2009). It’s time to vote: The effect of matching message orientation and temporal frame on political persuasion. Journal of Consumer Research, 35(6), 877–889. doi: 10.1086/593700
(1999). Philosophy in the flesh: The embodied mind and its challenge to western thought. New York, NY: Basic books.
(2017). Psychological proximity to issues of the elderly: The role of age-morphing technology in campaigns for the elderly. Computers in Human Behavior, 69, 311–323. doi: 10.1016/j.chb.2016.12.046
(2008). The psychology of transcending the here and now. Science, 322(5905), 1201–1205. doi: 10.1126/science.1161958
(2007).
(Psychological distance . In A. W. KruglanskiE. T. HigginsEds., Social psychology: Handbook of basic principles (pp. 353–383). New York, NY: Guilford Press.2012). Getting closer and experiencing together: Antecedents and consequences of psychological distance in social media-enhanced real-time streaming video. Computers in Human Behavior, 28(4), 1365–1378. doi: 10.1016/j.chb.2012.02.022
(2011). Construal level theory and theory of planned behavior: Time frame effects on salient belief generation. Journal of Health Communication, 16(6), 595–606. doi: 10.1080/10810730.2011.551991
(2011). Making sense of surprise: an investigation of the factors influencing surprise judgments. Journal of Experimental Psychology: Learning, Memory, and Cognition, 37(1), 176. doi: 10.1037/a0021609
(2013). Credibility and trust of information in online environments: The use of cognitive heuristics. Journal of Pragmatics, 59, 210–220. doi: 10.1016/j.pragma.2013.07.012
(2010). Social and heuristic approaches to credibility evaluation online. Journal of Communication, 60(3), 413–439. doi: 10.1111/j.1460-2466.2010.01488.x
(2003). College student Web use, perceptions of information credibility, and verification behavior. Computers & Education, 41(3), 271–290. doi: 10.1016/S0360-1315(03)00049-6
(2007). Social distance, framing, and judgment: A construal level perspective. Human Communication Research, 33(4), 489–514. doi: 10.1111/j.1468-2958.2007.00309.x
(2016). The distance between us: Using construal level theory to understand interpersonal distance in a digital age. Frontiers in Digital Humanities, 3, 5. doi: 10.3389/fdigh.2016.00005
(2012). Editors’ introduction to the special section on replicability in psychological science: A crisis of confidence? Perspectives on Psychological Science, 7(6), 528–530. doi: 10.1177/1745691612465253
(2012). Search engine use 2012. Washington, DC: Pew Internet & American Life Project. Retrieved from http://www.pewinternet.org/files/old-media/Files/Reports/2012/PIP_Search_Engine_Use_2012.pdf
(1999). Effects of perceptual fluency on judgments of truth. Consciousness and Cognition, 8, 338–342. doi: 10.1006/ccog.1999.0386
(2000). Exploring the strength of association between the components of emotion syndromes: The case of surprise. Cognition & Emotion, 14(1), 1–38. doi: 10.1080/026999300378978
(2014). The effects of psychological distance on abstraction: Two meta-analyses. Psychological Bulletin, Advance online publication. doi: 10.1037/bul0000005
(2010). Politeness and psychological distance: A construal level perspective. Journal of Personality and Social Psychology, 98(2), 268. doi: 10.1037/a0016960
(1935). Studies of interference in serial verbal reactions. Journal of Experimental Psychology: General, 18, 643–662. doi: 10.1037/h0054651
(2008).
(The MAIN model: A heuristic approach to understanding technology effects on credibility . In M. J. MetzgerA. J. FlanaginEds., Digital media, youth, and credibility (pp. 73–100). Cambridge, MA: The MIT Press.2007). News cues: Information scent and cognitive heuristics. Journal of the American Society for Information Science and Technology, 58(3), 366–378. doi: 10.1002/asi.20511
(2016). Abstract mindsets increase believability of spatially distant online news. Frontiers in Psychology, 7, 1056. doi: 10.3389/fpsyg.2016.01056
(2009). The architecture of intuition: Fluency and affect determine intuitive judgments of semantic and visual coherence, and of grammaticality in artificial grammar learning. Journal of Experimental Psychology: General, 138(1), 39–63. doi: 10.1037/a0014678
(2003). Temporal construal. Psychological Review, 110(3), 403. doi: 10.1037/0033-295X.110.3.403
(2010). Construal-level theory of psychological distance. Psychological Review, 117(2), 440–463. doi: 10.1037/a0018963
(1975).
(Judgment under uncertainty: Heuristics and biases . In D. WendtC. VlekEds., Utility, probability, and human decision making (pp. 141–162). Amsterdam, The Netherlands: Springer.2012). The where and when of likely and unlikely events. Organizational Behavior and Human Decision Processes, 117(1), 150–157. doi: 10.1016/j.obhdp. 2011.10.004
(2012). Construal-level mind-sets and the perceived validity of marketing claims. Marketing Letters, 23(1), 1–9. doi: 10.1007/s11002-011-9151-4
(2011). Effects of social and temporal distance on consumers’ responses to peer recommendations. Journal of Marketing Research, 48(3), 486–496. doi: 10.1509/jmkr.48.3.486
(2014). Tweet, but verify: Epistemic study of information verification on Twitter. Social Network Analysis and Mining, 4(1), 1–12. doi: 10.1007/s13278-014-0163
(