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Consumer experience sharing in
online social media:
Individual characteristics and consumption
experience
Dr. Zhibin Lin - Newcastle Business School, Northumbria University in Newcastle, UK
Prof. Mauro de Oliveira – Centro Universitário da FEI, São Paulo, Brazil
AM2014 – Marketing Dimensions: People, Places and spaces.
NewCastle
Business School
Introduction
Consumer experience sharing in online social media: Individual characteristics and consumption experience
• Increasing popularity of online social
media
• More consumers are now using online
social media for seeking consumption
advice
• Understanding the factors driving
users to voluntarily contribute
knowledge and share information in
online social media is important for
both theory and practice
Aims and objectives
• There are two gaps in the literature.
– First, there is a lack of considerations of
individual attributes (Wiertz & de Ruyter,
2007). Individual attributes such as
consumer innovativeness may help
researchers and marketers understand
why consumers contribute their
experience and knowledge in online
media.
Consumer experience sharing in online social media: Individual characteristics and consumption experience
Aims and objectives
– Second, there is little research into how
technology use experience influences
customer’s participation in experience
sharing in online social media, despite
the extensive research on the impact of
customer satisfaction and trust on
positive word of mouth in the relationship
marketing literature (Briggs & Grisaffe, 2010;
Brown, Barry, Dacin, & Gunst, 2005; Garbarino
& Johnson, 1999; Hennig-Thurau, Gwinner, &
Gremler, 2002; Keaveney, 1995; Ladhari, 2007;
Matos & Rossi, 2008; Morgan & Hunt, 1994).
Consumer experience sharing in online social media: Individual characteristics and consumption experience
Aims and objectives
• Therefore, this study attempts to fill the
above two gaps in the literature by
developing a theoretical model testing the
impact of consumer individual
attributes and consumption experience
on voluntary experience sharing in
online social media.
Consumer experience sharing in online social media: Individual characteristics and consumption experience
Conceptual Model/Hypotheses
Consumer experience sharing in online social media: Individual characteristics and consumption experience
H1: Higher levels of innovativeness lead to
higher levels of experience sharing in online
social media.
Conceptual Model/Hypotheses
Consumer experience sharing in online social media: Individual characteristics and consumption experience
H2: Higher levels of subjective knowledge
lead to higher levels of experience sharing in
online social media.
Conceptual Model/Hypotheses
Consumer experience sharing in online social media: Individual characteristics and consumption experience
H3: Subjective knowledge partially mediates
the relationship between innovativeness and
experience sharing in online social media.
Conceptual Model/Hypotheses
Consumer experience sharing in online social media: Individual characteristics and consumption experience
H4: Higher levels of perceived ease of
consumption lead to higher levels of
experience sharing in online social media.
Conceptual Model/Hypotheses
Consumer experience sharing in online social media: Individual characteristics and consumption experience
H5: Higher levels of perceived usefulness of
consumption lead to higher levels of
experience sharing in online social media
Conceptual Model/Hypotheses
Consumer experience sharing in online social media: Individual characteristics and consumption experience
H6: Perceived usefulness partially mediates
the relationships between perceived ease of
use and experience sharing in online social
media.
Conceptual Model/Hypotheses
Consumer experience sharing in online social media: Individual characteristics and consumption experience
H7: Higher levels of consumption trust lead to
higher levels of experience sharing in online
consumption communities.
Method
• Web-based survey of airline passenger
self-service check-in experience using
internet.
• Participants were recruited from a national
frequent flyer forum in China.
• Only those who have previously used
online flight check-in service were
qualified to participate.
Consumer experience sharing in online social media: Individual characteristics and consumption experience
Sample Profile
Sample (n=212):
• 66% male and 34% female.
• The majority of the respondents (89%) were in the
age bracket between 30 and 39 years old,
• Majority (91%) have a tertiary education
qualification.
• They were mainly white-collar workers such as
company managers (40%) or professionals (35%).
 This profile matches the general profile of the frequent
flyer forum’s users.
Consumer experience sharing in online social media: Individual characteristics and consumption experience
Results…
Consumer experience sharing in online social media: Individual characteristics and consumption experience
Consumer experience sharing in online social media: Individual characteristics and consumption experience
 The results show
that high
reliability.
 Convergent
validity can also
be established.
Consumer experience sharing in online social media: Individual characteristics and consumption experience
 All item loadings
on the respective
construct are
higher than
others, another
indication of
discriminant
validity!
Results
Consumer experience sharing in online social media: Individual characteristics and consumption experience
 To further confirm the discriminant validity, this
table shows that:
 Squared roots of AVE are higher than any pair of
construct correlations.
Consumer experience sharing in online social media: Individual characteristics and consumption experience
The path coefficients of the direct
effects and t-values are also presented
in this figure. The results show that:
1. Consumer innovativeness has a
strong impact on experience
sharing, supporting H1.
2. Support was also found for H2,
which suggests the positive
relationships between knowledge
and experience sharing.
Consumer experience sharing in online social media: Individual characteristics and consumption experience
The path coefficients of the direct
effects and t-values are also presented
in this figure. The results show that:
3. The relationship between perceived
ease of use and experience sharing
was not significant, rejecting H4.
4. Consistent with H5, perceived
usefulness has positive
relationship with experience
sharing, but the relationship is rather
weak.
Consumer experience sharing in online social media: Individual characteristics and consumption experience
The path coefficients of the direct
effects and t-values are also presented
in this figure. The results show that:
5. The path coefficient from trust to
experience sharing is not
significant, thus H7 was not
supported.
Consumer experience sharing in online social media: Individual characteristics and consumption experience
1. Innovativeness has both a significant direct effect and a total
effect on experience sharing through knowledge, thus confirms
that knowledge performs a partial mediating role between
innovativeness and experience sharing, supporting H3.
Consumer experience sharing in online social media: Individual characteristics and consumption experience
2. Perceived ease of use has a significant yet weak total effect on
experience sharing, and given that it has no significant direct effect
on experience sharing, the effect is fully mediated through perceived
usefulness, thus supporting a revised H6 as a full mediation hypothesis.
Contributions
Consumer experience sharing in online social media: Individual characteristics and consumption experience
Contributions
1a. The study provides strong evidence
that consumer innovativeness has
both direct effect and indirect effect
on experience sharing in online social
media through self perception of
knowledge.
The evidence indicates that consumer
voluntary experience sharing is driven
out of intrinsic motive of self
enhancement (Packard & Wooten, 2013;
Wasko & Faraj, 2005).
Consumer experience sharing in online social media: Individual characteristics and consumption experience
2. ‘Perceived ease of use’
and ‘perceived
usefulness’ predict
experience sharing, with
‘perceived usefulness’
performs a full mediation
role, yet the relationships
are somewhat weak.
Consumer experience sharing in online social media: Individual characteristics and consumption experience
3. Contrary to expectations, higher levels of
consumption trust did not lead to higher
levels of experience sharing in online
consumption communities.
Consumer experience sharing in online social media: Individual characteristics and consumption experience
Implications for Marketing
Strategy
Consumer experience sharing in online social media: Individual characteristics and consumption experience
Managers should try to identify
innovative consumers to
encourage their use of service
technology.
Consumer experience sharing in online social media: Individual characteristics and consumption experience
Online social media can be both
repositories of consumption knowledge
and electronic word of mouth.
Firms could collaborate with online social
media and direct their customers to
those communities for knowledge seeking
and service support so as to significantly
reduce service costs.
Firms could also set up their own online
community sites and help customers
create and disseminate their knowledge.
Consumer experience sharing in online social media: Individual characteristics and consumption experience
Managers could consider
assign recognition status to
expert users, such as silver,
gold, platinum, diamond
members, just like those grades
in frequent flyer programs.
Consumer experience sharing in online social media: Individual characteristics and consumption experience
Firms should aim to provide
customers with exciting
consumption experience, as
mediocre service is unlikely to
trigger customers to share their
experience in online social
media.
Consumer experience sharing in online social media: Individual characteristics and consumption experience
Limitation and
future research
Consumer experience sharing in online social media: Individual characteristics and consumption experience
The context of this study was limited to a
single consumption subject - online flight
check-in.
Future research could compare the research
model in other consumption contexts.
Consumer experience sharing in online social media: Individual characteristics and consumption experience
Further research on online social media
will generate fruitful findings by integrating
such predictors as consumption emotions
(excitement, regret, frustration, etc.),
personality attributes such as risk
aversion, and outcome variables such as
online opinion seeking and subsequent
consumption decision behavior.
Consumer experience sharing in online social media: Individual characteristics and consumption experience
Finally, a more rigorous sampling technique
and larger size could help improve the
representativeness of the sample and
generalization of the findings.
Consumer experience sharing in online social media: Individual characteristics and consumption experience
Thank you for your attention
Any questions?
Dr. Zhibin Lin - zhibin.lin@northumbria.ac.uk
Prof. Mauro de Oliveira – maurojornalista@fei.edu.br
Consumer experience sharing in online social media: Individual characteristics and consumption experience

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Consumer experience sharing in online social media - Academy of Marketing Conference

  • 1. Consumer experience sharing in online social media: Individual characteristics and consumption experience Dr. Zhibin Lin - Newcastle Business School, Northumbria University in Newcastle, UK Prof. Mauro de Oliveira – Centro Universitário da FEI, São Paulo, Brazil AM2014 – Marketing Dimensions: People, Places and spaces. NewCastle Business School
  • 2. Introduction Consumer experience sharing in online social media: Individual characteristics and consumption experience • Increasing popularity of online social media • More consumers are now using online social media for seeking consumption advice • Understanding the factors driving users to voluntarily contribute knowledge and share information in online social media is important for both theory and practice
  • 3. Aims and objectives • There are two gaps in the literature. – First, there is a lack of considerations of individual attributes (Wiertz & de Ruyter, 2007). Individual attributes such as consumer innovativeness may help researchers and marketers understand why consumers contribute their experience and knowledge in online media. Consumer experience sharing in online social media: Individual characteristics and consumption experience
  • 4. Aims and objectives – Second, there is little research into how technology use experience influences customer’s participation in experience sharing in online social media, despite the extensive research on the impact of customer satisfaction and trust on positive word of mouth in the relationship marketing literature (Briggs & Grisaffe, 2010; Brown, Barry, Dacin, & Gunst, 2005; Garbarino & Johnson, 1999; Hennig-Thurau, Gwinner, & Gremler, 2002; Keaveney, 1995; Ladhari, 2007; Matos & Rossi, 2008; Morgan & Hunt, 1994). Consumer experience sharing in online social media: Individual characteristics and consumption experience
  • 5. Aims and objectives • Therefore, this study attempts to fill the above two gaps in the literature by developing a theoretical model testing the impact of consumer individual attributes and consumption experience on voluntary experience sharing in online social media. Consumer experience sharing in online social media: Individual characteristics and consumption experience
  • 6. Conceptual Model/Hypotheses Consumer experience sharing in online social media: Individual characteristics and consumption experience H1: Higher levels of innovativeness lead to higher levels of experience sharing in online social media.
  • 7. Conceptual Model/Hypotheses Consumer experience sharing in online social media: Individual characteristics and consumption experience H2: Higher levels of subjective knowledge lead to higher levels of experience sharing in online social media.
  • 8. Conceptual Model/Hypotheses Consumer experience sharing in online social media: Individual characteristics and consumption experience H3: Subjective knowledge partially mediates the relationship between innovativeness and experience sharing in online social media.
  • 9. Conceptual Model/Hypotheses Consumer experience sharing in online social media: Individual characteristics and consumption experience H4: Higher levels of perceived ease of consumption lead to higher levels of experience sharing in online social media.
  • 10. Conceptual Model/Hypotheses Consumer experience sharing in online social media: Individual characteristics and consumption experience H5: Higher levels of perceived usefulness of consumption lead to higher levels of experience sharing in online social media
  • 11. Conceptual Model/Hypotheses Consumer experience sharing in online social media: Individual characteristics and consumption experience H6: Perceived usefulness partially mediates the relationships between perceived ease of use and experience sharing in online social media.
  • 12. Conceptual Model/Hypotheses Consumer experience sharing in online social media: Individual characteristics and consumption experience H7: Higher levels of consumption trust lead to higher levels of experience sharing in online consumption communities.
  • 13. Method • Web-based survey of airline passenger self-service check-in experience using internet. • Participants were recruited from a national frequent flyer forum in China. • Only those who have previously used online flight check-in service were qualified to participate. Consumer experience sharing in online social media: Individual characteristics and consumption experience
  • 14. Sample Profile Sample (n=212): • 66% male and 34% female. • The majority of the respondents (89%) were in the age bracket between 30 and 39 years old, • Majority (91%) have a tertiary education qualification. • They were mainly white-collar workers such as company managers (40%) or professionals (35%).  This profile matches the general profile of the frequent flyer forum’s users. Consumer experience sharing in online social media: Individual characteristics and consumption experience
  • 15. Results… Consumer experience sharing in online social media: Individual characteristics and consumption experience
  • 16. Consumer experience sharing in online social media: Individual characteristics and consumption experience  The results show that high reliability.  Convergent validity can also be established.
  • 17. Consumer experience sharing in online social media: Individual characteristics and consumption experience  All item loadings on the respective construct are higher than others, another indication of discriminant validity!
  • 18. Results Consumer experience sharing in online social media: Individual characteristics and consumption experience  To further confirm the discriminant validity, this table shows that:  Squared roots of AVE are higher than any pair of construct correlations.
  • 19. Consumer experience sharing in online social media: Individual characteristics and consumption experience The path coefficients of the direct effects and t-values are also presented in this figure. The results show that: 1. Consumer innovativeness has a strong impact on experience sharing, supporting H1. 2. Support was also found for H2, which suggests the positive relationships between knowledge and experience sharing.
  • 20. Consumer experience sharing in online social media: Individual characteristics and consumption experience The path coefficients of the direct effects and t-values are also presented in this figure. The results show that: 3. The relationship between perceived ease of use and experience sharing was not significant, rejecting H4. 4. Consistent with H5, perceived usefulness has positive relationship with experience sharing, but the relationship is rather weak.
  • 21. Consumer experience sharing in online social media: Individual characteristics and consumption experience The path coefficients of the direct effects and t-values are also presented in this figure. The results show that: 5. The path coefficient from trust to experience sharing is not significant, thus H7 was not supported.
  • 22. Consumer experience sharing in online social media: Individual characteristics and consumption experience 1. Innovativeness has both a significant direct effect and a total effect on experience sharing through knowledge, thus confirms that knowledge performs a partial mediating role between innovativeness and experience sharing, supporting H3.
  • 23. Consumer experience sharing in online social media: Individual characteristics and consumption experience 2. Perceived ease of use has a significant yet weak total effect on experience sharing, and given that it has no significant direct effect on experience sharing, the effect is fully mediated through perceived usefulness, thus supporting a revised H6 as a full mediation hypothesis.
  • 24. Contributions Consumer experience sharing in online social media: Individual characteristics and consumption experience
  • 25. Contributions 1a. The study provides strong evidence that consumer innovativeness has both direct effect and indirect effect on experience sharing in online social media through self perception of knowledge. The evidence indicates that consumer voluntary experience sharing is driven out of intrinsic motive of self enhancement (Packard & Wooten, 2013; Wasko & Faraj, 2005). Consumer experience sharing in online social media: Individual characteristics and consumption experience
  • 26. 2. ‘Perceived ease of use’ and ‘perceived usefulness’ predict experience sharing, with ‘perceived usefulness’ performs a full mediation role, yet the relationships are somewhat weak. Consumer experience sharing in online social media: Individual characteristics and consumption experience
  • 27. 3. Contrary to expectations, higher levels of consumption trust did not lead to higher levels of experience sharing in online consumption communities. Consumer experience sharing in online social media: Individual characteristics and consumption experience
  • 28. Implications for Marketing Strategy Consumer experience sharing in online social media: Individual characteristics and consumption experience
  • 29. Managers should try to identify innovative consumers to encourage their use of service technology. Consumer experience sharing in online social media: Individual characteristics and consumption experience
  • 30. Online social media can be both repositories of consumption knowledge and electronic word of mouth. Firms could collaborate with online social media and direct their customers to those communities for knowledge seeking and service support so as to significantly reduce service costs. Firms could also set up their own online community sites and help customers create and disseminate their knowledge. Consumer experience sharing in online social media: Individual characteristics and consumption experience
  • 31. Managers could consider assign recognition status to expert users, such as silver, gold, platinum, diamond members, just like those grades in frequent flyer programs. Consumer experience sharing in online social media: Individual characteristics and consumption experience
  • 32. Firms should aim to provide customers with exciting consumption experience, as mediocre service is unlikely to trigger customers to share their experience in online social media. Consumer experience sharing in online social media: Individual characteristics and consumption experience
  • 33. Limitation and future research Consumer experience sharing in online social media: Individual characteristics and consumption experience
  • 34. The context of this study was limited to a single consumption subject - online flight check-in. Future research could compare the research model in other consumption contexts. Consumer experience sharing in online social media: Individual characteristics and consumption experience
  • 35. Further research on online social media will generate fruitful findings by integrating such predictors as consumption emotions (excitement, regret, frustration, etc.), personality attributes such as risk aversion, and outcome variables such as online opinion seeking and subsequent consumption decision behavior. Consumer experience sharing in online social media: Individual characteristics and consumption experience
  • 36. Finally, a more rigorous sampling technique and larger size could help improve the representativeness of the sample and generalization of the findings. Consumer experience sharing in online social media: Individual characteristics and consumption experience
  • 37. Thank you for your attention Any questions? Dr. Zhibin Lin - zhibin.lin@northumbria.ac.uk Prof. Mauro de Oliveira – maurojornalista@fei.edu.br Consumer experience sharing in online social media: Individual characteristics and consumption experience

Notes de l'éditeur

  1. This is our conceptual models and hypotheses. We have seven hypotheses which have developed, based on a review of the literature: H1: Higher levels of innovativeness lead to higher levels of experience sharing in online social media. H2: Higher levels of subjective knowledge lead to higher levels of experience sharing in online social media. H3: Subjective knowledge partially mediates the relationship between innovativeness and experience sharing in online social media. H4: Higher levels of perceived ease of consumption lead to higher levels of experience sharing in online social media. H5: Higher levels of perceived usefulness of consumption lead to higher levels of experience sharing in online social media. H6: Perceived usefulness partially mediates the relationships between perceived ease of use and experience sharing in online social media. H7: Higher levels of consumption trust lead to higher levels of experience sharing in online consumption communities.
  2. This is our conceptual models and hypotheses. We have seven hypotheses which have developed, based on a review of the literature: H1: Higher levels of innovativeness lead to higher levels of experience sharing in online social media. H2: Higher levels of subjective knowledge lead to higher levels of experience sharing in online social media. H3: Subjective knowledge partially mediates the relationship between innovativeness and experience sharing in online social media. H4: Higher levels of perceived ease of consumption lead to higher levels of experience sharing in online social media. H5: Higher levels of perceived usefulness of consumption lead to higher levels of experience sharing in online social media. H6: Perceived usefulness partially mediates the relationships between perceived ease of use and experience sharing in online social media. H7: Higher levels of consumption trust lead to higher levels of experience sharing in online consumption communities.
  3. This is our conceptual models and hypotheses. We have seven hypotheses which have developed, based on a review of the literature: H1: Higher levels of innovativeness lead to higher levels of experience sharing in online social media. H2: Higher levels of subjective knowledge lead to higher levels of experience sharing in online social media. H3: Subjective knowledge partially mediates the relationship between innovativeness and experience sharing in online social media. H4: Higher levels of perceived ease of consumption lead to higher levels of experience sharing in online social media. H5: Higher levels of perceived usefulness of consumption lead to higher levels of experience sharing in online social media. H6: Perceived usefulness partially mediates the relationships between perceived ease of use and experience sharing in online social media. H7: Higher levels of consumption trust lead to higher levels of experience sharing in online consumption communities.
  4. This is our conceptual models and hypotheses. We have seven hypotheses which have developed, based on a review of the literature: H1: Higher levels of innovativeness lead to higher levels of experience sharing in online social media. H2: Higher levels of subjective knowledge lead to higher levels of experience sharing in online social media. H3: Subjective knowledge partially mediates the relationship between innovativeness and experience sharing in online social media. H4: Higher levels of perceived ease of consumption lead to higher levels of experience sharing in online social media. H5: Higher levels of perceived usefulness of consumption lead to higher levels of experience sharing in online social media. H6: Perceived usefulness partially mediates the relationships between perceived ease of use and experience sharing in online social media. H7: Higher levels of consumption trust lead to higher levels of experience sharing in online consumption communities.
  5. This is our conceptual models and hypotheses. We have seven hypotheses which have developed, based on a review of the literature: H1: Higher levels of innovativeness lead to higher levels of experience sharing in online social media. H2: Higher levels of subjective knowledge lead to higher levels of experience sharing in online social media. H3: Subjective knowledge partially mediates the relationship between innovativeness and experience sharing in online social media. H4: Higher levels of perceived ease of consumption lead to higher levels of experience sharing in online social media. H5: Higher levels of perceived usefulness of consumption lead to higher levels of experience sharing in online social media. H6: Perceived usefulness partially mediates the relationships between perceived ease of use and experience sharing in online social media. H7: Higher levels of consumption trust lead to higher levels of experience sharing in online consumption communities.
  6. This is our conceptual models and hypotheses. We have seven hypotheses which have developed, based on a review of the literature: H1: Higher levels of innovativeness lead to higher levels of experience sharing in online social media. H2: Higher levels of subjective knowledge lead to higher levels of experience sharing in online social media. H3: Subjective knowledge partially mediates the relationship between innovativeness and experience sharing in online social media. H4: Higher levels of perceived ease of consumption lead to higher levels of experience sharing in online social media. H5: Higher levels of perceived usefulness of consumption lead to higher levels of experience sharing in online social media. H6: Perceived usefulness partially mediates the relationships between perceived ease of use and experience sharing in online social media. H7: Higher levels of consumption trust lead to higher levels of experience sharing in online consumption communities.
  7. This is our conceptual models and hypotheses. We have seven hypotheses which have developed, based on a review of the literature: H1: Higher levels of innovativeness lead to higher levels of experience sharing in online social media. H2: Higher levels of subjective knowledge lead to higher levels of experience sharing in online social media. H3: Subjective knowledge partially mediates the relationship between innovativeness and experience sharing in online social media. H4: Higher levels of perceived ease of consumption lead to higher levels of experience sharing in online social media. H5: Higher levels of perceived usefulness of consumption lead to higher levels of experience sharing in online social media. H6: Perceived usefulness partially mediates the relationships between perceived ease of use and experience sharing in online social media. H7: Higher levels of consumption trust lead to higher levels of experience sharing in online consumption communities.
  8. This table shows the specific scale items we used, all of them have been used and tested in the previous literature. The results show that high reliability. Convergent validity can also be established.
  9. This table shows the cross loadings: all item loadings on the respective construct are higher than others, another indication of discriminant validity
  10. To further confirm the discriminant validity, this table shows that: Squared roots of AVE are higher than any pair of construct correlations.
  11. The path coefficients of the direct effects and t-values are also presented in this figure. The results show that: 1. Consumer innovativeness has a strong impact on experience sharing, supporting H1. 2. Support was also found for H2, which suggests the positive relationships between knowledge and experience sharing. 3. The relationship between perceived ease of use and experience sharing was not significant, rejecting H4. 4. Consistent with H5, perceived usefulness has positive relationship with experience sharing, but the relationship is rather weak. 5. The path coefficient from trust to experience sharing is not significant, thus H7 was not supported.
  12. The path coefficients of the direct effects and t-values are also presented in this figure. The results show that: 1. Consumer innovativeness has a strong impact on experience sharing, supporting H1. 2. Support was also found for H2, which suggests the positive relationships between knowledge and experience sharing. 3. The relationship between perceived ease of use and experience sharing was not significant, rejecting H4. 4. Consistent with H5, perceived usefulness has positive relationship with experience sharing, but the relationship is rather weak. 5. The path coefficient from trust to experience sharing is not significant, thus H7 was not supported.
  13. The path coefficients of the direct effects and t-values are also presented in this figure. The results show that: 1. Consumer innovativeness has a strong impact on experience sharing, supporting H1. 2. Support was also found for H2, which suggests the positive relationships between knowledge and experience sharing. 3. The relationship between perceived ease of use and experience sharing was not significant, rejecting H4. 4. Consistent with H5, perceived usefulness has positive relationship with experience sharing, but the relationship is rather weak. 5. The path coefficient from trust to experience sharing is not significant, thus H7 was not supported.
  14. The results of total effects in comparison with direct effects are shown in this table, Which indicates that: Innovativeness has both a significant direct effect and a total effect on experience sharing through knowledge, thus confirms that knowledge performs a partial mediating role between innovativeness and experience sharing, supporting H3. Perceived ease of use has a significant yet weak total effect on experience sharing, and given that it has no significant direct effect on experience sharing, the effect is fully mediated through perceived usefulness, thus supporting a revised H6 as a full mediation hypothesis.
  15. The results of total effects in comparison with direct effects are shown in this table, Which indicates that: Innovativeness has both a significant direct effect and a total effect on experience sharing through knowledge, thus confirms that knowledge performs a partial mediating role between innovativeness and experience sharing, supporting H3. Perceived ease of use has a significant yet weak total effect on experience sharing, and given that it has no significant direct effect on experience sharing, the effect is fully mediated through perceived usefulness, thus supporting a revised H6 as a full mediation hypothesis.
  16. A possible explanation for insignificance of trust: may be similar to that of the weak effects of two constructs of ‘perceived ease of use’ and ‘perceived usefulness’, i.e. frequent flyers may take the reliability and security of the online check-in system for granted, which did not trigger their desire to share this ‘mediocre’ experience with others.
  17. A possible explanation for insignificance of trust: may be similar to that of the weak effects of two constructs of ‘perceived ease of use’ and ‘perceived usefulness’, i.e. frequent flyers may take the reliability and security of the online check-in system for granted, which did not trigger their desire to share this ‘mediocre’ experience with others.
  18. A possible explanation for insignificance of trust: may be similar to that of the weak effects of two constructs of ‘perceived ease of use’ and ‘perceived usefulness’, i.e. frequent flyers may take the reliability and security of the online check-in system for granted, which did not trigger their desire to share this ‘mediocre’ experience with others.
  19. A possible explanation for insignificance of trust: may be similar to that of the weak effects of two constructs of ‘perceived ease of use’ and ‘perceived usefulness’, i.e. frequent flyers may take the reliability and security of the online check-in system for granted, which did not trigger their desire to share this ‘mediocre’ experience with others.
  20. A possible explanation for insignificance of trust: may be similar to that of the weak effects of two constructs of ‘perceived ease of use’ and ‘perceived usefulness’, i.e. frequent flyers may take the reliability and security of the online check-in system for granted, which did not trigger their desire to share this ‘mediocre’ experience with others.
  21. The findings of this study provide several implications for firms to successfully integrate online social media in their overall marketing strategies.
  22. The findings of this study provide several implications for firms to successfully integrate online social media in their overall marketing strategies.
  23. The findings of this study provide several implications for firms to successfully integrate online social media in their overall marketing strategies.
  24. The findings of this study provide several implications for firms to successfully integrate online social media in their overall marketing strategies.