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Use of social media in marketing:
Key determinants of consumers’ engagement on Facebook in Hong Kong Mark Ng Hong Kong Shue Yan University Company Proprietary and Confidential Copyright Info Goes Here Just Like This
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Background of Study Social media is popular!
By Feb 2012, Facebook reports more than 850 million users globally Average user spends about 700 minutes per month on the Facebook. Opportunities created by Social Media: About 20% users would make purchase through social media sites. Sales would reach $30 billion by 2017.
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Hong Kong: Jan 2013: 3.9 million Facebook users in Hong Kong (53% of its population and 78% of its online population). Most users aged from 25 to 34 (33%) and from 18 to 24 (26%).
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Many major brands have established their ‘Facebook pages’ to connect with target markets, build brand image, and implement sales promotions in Hong Kong. Feb 2013: Starbucks HK, Estee Lauder, H&M with >100,000 fans
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Research Objectives Examining the key motivating factors that determine consumers’ participation in commercial activities on social media Provide some insights on how marketers can make use of the Facebook to engage with customers effectively
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Research Framework Positive factors Negative factors
Convenience to maintain relationship Enjoyment Knowledge function Social presence Threat to privacy Satisfaction, self disclosure and Participation of activities on Facebook
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Convenience of maintaining relationships
Use of social network to connect with friends and relatives (Dwyer, Hiltz & Passerini, 2007; Hann, Hui, Lee & Pang, 2007; Young, 2009) To communicate and interact with their friends Satisfaction, self-disclosure and use of Facebook
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Enjoyment Internet: hedonic platform for entertainment (Igbaria, Parasuraman & Baroudi, 1996; Igbaria, Schiffma, & Wicckowshi, 1994). Pleasure and fun --> Actively involved in the mass communication process (Wearden & Harper, 2000). Enjoyment – Satisfaction, more disclosure and use of Facebook
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Knowledge Function (Information)
Facebook: To gain knowledge and information from their friends and different virtual communities (Armstrong & Hagel, 1997; Chang et al. 1999). Gain useful information and knowledge Satisfaction and participation of Facebook activities.
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Perceived risks of privacy
Large amount of personal information disclosed on Facebook Higher risks on privacy invasion (Acquisti & Gross, 2006; Hogben, 2007). Concerned about privacy issues tend to avoid using OSN, disclose less information and refuse to allow businesses to access their personal information (Gao, Sultan, & Rohm 2010; Hugl 2011; Krasnova et al. 2010).
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Social presence Users of Facebook would become more active if they find their friends are presence and interact with each other (Sachdev, 2011). Social presence Satisfaction, self-disclosure and participation of various activities on Facebook.
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Gender differences Women: more relationship-oriented (Minton & Schneider, 1980) – more emphasis on convenience of maintaining relationship (Hargittai, 2007) Enjoyment of using Facebook is more important motives for male (Lin & Yu, 20008). Women: Higher concern about privacy
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Perceived Convenience
Proposed Model Perceived Convenience H1a Satisfaction H1b H6a Enjoyment H2a Participation H3 H6b H2b Knowledge function H4a H7 H4b Perceived Risk Self-disclosure H4c H5a H5b Social presence
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Hypotheses of the Study
H1a Perceived convenience Satisfaction H1b Perceived convenience Self-disclosure H2a Enjoyment Satisfaction H2b Enjoyment Commercial activities H3 Knowledge function Commercial activities H4a Perceived privacy risk Satisfaction (-ve) H4b Perceived privacy risk Self-disclosure (-ve) H4c Perceived privacy risk Commercial activities (-ve) H5a Social Presence Self-disclosure H5b Social Presence Commercial activities
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H6a Satisfaction Self-disclosure H6b Satisfaction Participation of commercial activities H7 Self-disclosure Participation of commercial activities H8 Convenience of maintaining relationship more important determinant for female users H9 Enjoyment more important determinant for male users H10 Risk of Privacy stronger concern for female users
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Research Method Participants
620 students and graduates from different universities in Hong Kong recruited online Valid Sample: 566 44.5% Male, 55.5% Female Most of them are below 35 years old More than 80% of them log-in their Facebook account everyday
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Questionnaire Design Three sections:
Section 1: Scale measuring different constructs Section 2: Measure participant’s behavioral pattern of using Facebook Section 3: Demographical background of Participant
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Major constructs & measurement
Latent variables Operational definition No. of items Convenience in relationship maintenance (Krasnova et al. 2010) being able to efficiently maintain relationship with friends 3 Enjoyment (Krasnova, et al., 2010; Nambisan & Baron, 2007) having pleasant and enjoyable experiences on Facebook Perceived privacy risk (Malhotra, et al., 2004) potential uncertain negative consequences related to self-disclosure on Facebook Knowledge function (Armstrong & Hagel, 1997 and Ducoffe, 1996) Facebook allows the user to receive useful and new information. 4
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Operational definition No. of items
Latent variables Operational definition No. of items Perceived social presence (self-developed) Perceived use of Facebook by his/her friends and relatives 4 Satisfaction of using Facebook (Bhattacherjee, 2001) 2 Self-disclosure (Krasnova et al. 2010) The breadth and depth of the revelations a user makes on Facebook 3 Participation of commercial activities on Facebook (Self-developed) User’s participation into commercial activities on Facebook
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Method of Analysis Partial Least Square Structural Equation Modeling
Measurement Model (Outer model) Structural Model (Inner model)
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Findings Measurement Model (Outer Model) Reliability Validity
Cronbach’s Alpha Composite Reliabilities Validity Convergent validity Discriminant validity
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Reliability of Each Constructs
Latent Variable Composite reliability Cronbach’s alpha Convenience in relationship maintenance 0.860 0.757 Enjoyment 0.876 0.790 Knowledge function 0.851 0.753 Perceived privacy risk 0857 0.778 Social presence 0.910 0.869 Satisfaction 0.902 0.787 Disclosure 0.923 0.875 Participation 0.864 0.766
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Discriminant validity
Convergent validity AVE of all constructs are greater than 0.50, meeting the recommended criteria (Fornell & Larcker, 1981) Discriminant validity The correlation of each constructs should not be higher than the square root of respective AVE (Fornell & Larcker, 1981)
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Variables Con Know Enjoy Risk Social Sat SD PC Usage Convenience 0.820 Knowledge 0.540 0.775 Enjoyment 0.460 0.493 0.838 -0.145 -0.161 -0.254 0.812 0.342 0.422 0.327 -0.003 0.847 Satisfaction 0.515 0.532 0.580 -0.324 0.336 0.906 Self-disclosure 0.462 0.491 0.500 -0.311 0.282 0.547 0.895 0.228 0.245 0.351 -0.331 0.222 0.404 0.427 0.824 Update 0.250 0.161 0.300 -0.199 0.034 0.367 0.568 0.329 1.0
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Structural Model (Inner model)
Predictive power (R2) Satisfaction (47.7%) Self-disclosure (41.0%) Participation of Commercial activities (28.5%) Average explained variance R2 is 35.9% (moderate) Goodness of fit (GoF): GoF index is 0.526, which is at satisfactory level.
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Blindfolding procedure is used to evaluate quality of model (Wold, 1982).
The CV-communality and CV-redundancy figures of the model are positive, which show that the quality in both measurement model and structural model is satisfactory.
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Results of Model
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Discussions Relationship with participation into commercial activities
Factors Direct and Indirect relationship Perceived privacy risk (-ve) Direct relationship Satisfaction Self-disclosure Indirect relationship Convenience Enjoyment Knowledge functions
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Gender differences Convenience of maintaining relationship have stronger impact to satisfaction for female users (p<.05) Enjoyment of using Facebook has direct effect on the self-disclosure of male users on Facebook but not that of female users (p<.05). Perceived risk of privacy invasion has direct effect on the self-disclosure of female users but not that of male users (p<.05)
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Managerial Implications
Primary motives: Connect with friends and entertainment Avoid always using social media to push messages to consumers Connect with consumers as ‘friends’ and gain their trust (Heinonen 2011)
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Most powerful predictor of satisfaction and disclosure of personal information: Enjoyment
Innovative, interesting, and attractive activities to strengthen the link with consumers
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Provide them interesting, useful and relevant information
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Reduce the perceived risks of joining these activities such as by reduce amount of information collected, more transparent and user friendly privacy policy
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Limitations and future directions
Sampling procedure Expand to a more representative sample of a population Testing in other countries or markets Some other factors may also influence the dependent variables in this study Examine the use of other OSN vehicles such as Weibo in China
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Thank you!
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