Bern Open Repository and Information System (University of Bern) · 2015 · 15 citations · 32 references
Social SciencesCommunicationSocial PsychologyBehavior AnalysisPersuasionSocial InfluenceImpression FormationOpinion MiningSocial MediaAttitude DynamicsHeuristic JudgmentLike BehaviorPanel Data RegressionPanel Regression ModelsPrimacy EffectsReal-time Processing
Limited in motivation and cognitive ability to process the increasing amount of information on their Newsfeed, users apply heuristic processing to form their attitudes. Rather than extensively analysing the content, they increasingly rely on heuristic cues â such as the amount of comments and likes as well as the level of relationship with the âposterâ â to process the incoming information. In the paper we explore what impact these heuristic cues have on the affective and cognitive attitude of users towards the posts on their Newsfeed. We conduct a survey on based on a Facebook application that allows users to evaluate Newsfeed posts in real time. Applying two distinct panel-regression methods we report robust results that indicate that there is a certain relationship primacy effect when users are processing information: only if the level of relationship with the âposterâ is low, the impact of comments and likes on the attitude is considered, whereby likes trigger positive, whereas comments â negative evaluations.
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Mark Granovetter · American Journal of Sociology · 1973 · 38.5K citations
Maximum Likelihood Estimation of Misspecified Models
Halbert White · Econometrica · 1983 · 3.8K citations