Abstract
This paper presents a stochastic model that identifies network effect and customer orientation empower- ment as strong antecedents of trust worthiness and trust in social media network environment. As Trust is emerging as a critical influencer of consumer behavior in organizations, social media has become the facilitator or the enabler of this influence. This paper aims to explore and examine the relation ships amongst the antecedents of trust in the context of the social media network environment via Bayesian estimati on and testing of the structural equation model. In facilitating the estimation of the stochastic model, a survey was conducted on 255 social media users. A series of statistical analyses were conducted prior to the estimation using Bayesian Markov Chain Monte Carlo (MCMC). Results showed that network effect and customer orientation empowerment were significant predictors of trustworthiness and trust. Bayesian MCMC results confirmed that the findings were consistent with the literature.
Original language | English |
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Pages (from-to) | 4858-4870 |
Number of pages | 13 |
Journal | Expert Systems with Applications |
Volume | 40 |
Issue number | 12 |
DOIs | |
Publication status | Published - 2013 |
Keywords
- Bayesian Markov Chain Monte Carlo
- Customer orientation empowerment
- Network effect
- Social media network
- Trust
- Trustworthiness
ASJC Scopus subject areas
- General Engineering
- Computer Science Applications
- Artificial Intelligence