Analysing the Unequal Effects of Positive and Negative Information on the Behaviour of Users of a Taiwanese On-Line Bulletin Board.
The impact of social influence causes people to adopt the behaviour of others when interacting with other individuals. The effects of social influence can be direct or indirect. Direct social influence is the result of an individual directly influencing the opinion of another, while indirect social influence is a process taking place when an individual's opinion and behaviour is affected by the availability of information about others' actions. Such indirect effect may exhibit a more significant impact in the on-line community because the internet records not only positive but also negative information, for example on-line written text comments. This study focuses on indirect social influence and examines the effect of preceding information on subsequent users' opinions by fitting statistical models to data collected from an on-line bulletin board. Specifically, the different impacts of information on approval and disapproval comments on subsequent opinions were investigated. Although in an anonymous situation where social influence is assumed to be at minimum, our results demonstrate the tendency of on-line users to adopt both positive and negative information to conform to the neighbouring trend when expressing opinions. Moreover, our results suggest unequal effects of the local approval and disapproval comments in affecting the likelihood of expressing opinions. The impact of neighbouring disapproval densities was stronger than that of neighbouring approval densities on inducing subsequent disapproval relative to approval comments. However, our results suggest no effects of global social influence on subsequent opinion expression.
Institute of Statistical Science, Academia Sinica, Taipei, Taiwan.
Shu-Li
SL
Cheng
Institute of Statistical Science, Academia Sinica, Taipei, Taiwan.
Wen-Hsien
WH
Lin
Institute of Statistical Science, Academia Sinica, Taipei, Taiwan.
Frederick Kin Hing
FK
Phoa
Institute of Statistical Science, Academia Sinica, Taipei, Taiwan.
Jing-Shiang
JS
Hwang
Institute of Statistical Science, Academia Sinica, Taipei, Taiwan.
Wei-Chung
WC
Liu
D006801:Humans; D020407:Internet; D015233:Models, Statistical; D012919:Social Behavior; D013624:Taiwan