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Maatalous-metsätieteellinen tiedekunta
ONLINE SOCIAL SHOPPING: THE IMPACT OF
SOCIAL AND COMMERCIAL ACTIVITIES ON USER
BEHAVIOR ON A SOCIAL SHOPPING PLATFORM
ONLINE SOCIAL SHOPPING: THE IMPACT OF
SOCIAL AND COMMERCIAL ACTIVITIES ON USER
BEHAVIOR ON A SOCIAL SHOPPING PLATFORM
Jari Salo,
Professor of Marketing,
University of Helsinki
jari.salo@helsinki.fi
Wharton Baker retailing seminar –
co-sponsored by MSI and AMA CB-SIG
Maatalous-metsätieteellinen tiedekunta
INTRODUCTION
• Using different types of online communities e.g. social media and
virtual worlds are popular way to spend time (e.g. Geogaching.com /
Facebook)
• Previously stickiness of the media spent was key factor to be
measured
• Now firms are adding shopping and transactional elements on such
platforms or social activities to their own platforms which has given rise
to the phenomenon called online social shopping
• Social shopping e.g. sCommerce (in-social, in-app or generating
transactions elsewhere)
• Still relatively little of the social action turns into commercial success
2
Maatalous-metsätieteellinen tiedekunta
RESEARCH QUESTIONS
§ How to promote
§ Consumers’ social activities?
§ Consumers’ commercial activities?
§ Individual level customization makes it difficult for unified
framework to develop such social shopping sites
§ How to quantify the success of social shopping sites?
10/10/2017 3
Maatalous-metsätieteellinen tiedekunta
LITERATURE REVIEW
• Brand communities (Schouten and McAlexander, 1995)
• Online social network communities (Algesheimer et al., 2010)
• Online social shopping constitutes three key elements: social
media technologies, social interaction, and commercial activities
(Yadav et al., 2013; Yadav and Pavlou, 2014).
• Consumers share their ideas on these platforms often providing
customers with customized shopping experience based on their
profiles, preferences and the wisdom of crowds and their friends
(Wall Street Journal, 2013).
4
Maatalous-metsätieteellinen tiedekunta
LITERATURE REVIEW
From social perspective, studies look into impact of consumers’ :
• online social participation on their behavior (Algeshiemer et al., 2010; Rishika et al., 2013),
• measuring online word of mouth (Godes and Mayzlin 2004; Kozinets et al., 2010),
• diffusion of user-generated contents (Susarla et al., 2012)
• impact of information technologies on online knowledge creation (Ma and Agarwal, 2005).
From commercial perspective, studies look into consumers’:
• shopping activities through the lens of social media (Trusov et al., 2009; Stephen and Toubia, 2009;
Trusov et al., 2010; Fischer and Reuber, 2011)
• multi-channel coordination (Pozza, 2014)
From more technological perspective, studies look into
• interactive decision aids (Häubl and Trifts, 2000),
• predicting internet buying behavior (Sismeiro and Bucklin, 2004),
• turning website visitors into customers (Venkatesh and Agarwal, 2006; Reibstein, 2002; Hauser et al.,
2009)
10/10/2017 5
Maatalous-metsätieteellinen tiedekunta
CONCEPTUAL FRAMEWORK
6
Maatalous-metsätieteellinen tiedekunta
DATA
§ Digital Foodie (origins in
Finland, owned by Black Dragon
Capital US)
§ multiplatform service
Foodie.fm targeted towards
making grocery buying in a
multichannel social
environment
§ Foodie recipe
§ Foodie local
§ Foodie quality
§ Foodie store
§ Foodie delivery
10/10/2017 7
Maatalous-metsätieteellinen tiedekunta
SOCIAL AND COMMERCIAL ACTIVITIES
10/10/2017 8
Maatalous-metsätieteellinen tiedekunta
DATA DESCRIPTIVE
10/10/2017 9
Maatalous-metsätieteellinen tiedekunta
DATA DESCRIPTIVE
10/10/2017 10
Maatalous-metsätieteellinen tiedekunta
MODEL
§ Rank order the consumer actions based on consumer visit
§ Shortest path taken to visit between states
§ Consumer visit (incidence to a state)
§ Time spent on each state
10/10/2017 11
Maatalous-metsätieteellinen tiedekunta
RANKING OF USER ACTION &
SHORTEST DISTANCE
§ Google page rank algorithm
§ Ranking the user actions
§ Based on in-degree and out-degree of the actions
§ Dijkstra’s algorithm
§ Shortest distance between two nodes
§ Weight of the link is the cost of visiting the link
§ Based on total clicks required
10/10/2017 12
Maatalous-metsätieteellinen tiedekunta
MODELING OF STATE VISIT AND
TIME SPENT
10/10/2017 13
Maatalous-metsätieteellinen tiedekunta
RESULTS: RANKING OF
CONSUMER ACTIONS AND
DISTANCE BETWEEN STATES
• Commercial actions are most important
10/10/2017 14
Maatalous-metsätieteellinen tiedekunta
RESULTS: STATE VISIT
10/10/2017 15
Maatalous-metsätieteellinen tiedekunta
RESULTS: TIME SPENT
10/10/2017 16
Maatalous-metsätieteellinen tiedekunta
SUMMARY OF RESULTS: (1/2)
10/10/2017 17
Maatalous-metsätieteellinen tiedekunta
SUMMARY OF RESULTS: (2/2)
§ Ranking and Distance between States are good predictors of consumers’ online
shopping behavior (incidence and time spent)
§ Rank and Distance have higher impact on incidence than time spent
§ Ranks of other states positively affects incidence and time spent on a particular
state
§ Distance from other states negatively affects time spent on a particular state
§ The effects of inter-state distance on shopping state have all negative effects
indicating that shopping is highly indulgent activity that consumers perform
online and therefore should be distraction free
10/10/2017 18

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Wharton baker retailing seminar online social shopping jari salo 2017

  • 1. Maatalous-metsätieteellinen tiedekunta ONLINE SOCIAL SHOPPING: THE IMPACT OF SOCIAL AND COMMERCIAL ACTIVITIES ON USER BEHAVIOR ON A SOCIAL SHOPPING PLATFORM ONLINE SOCIAL SHOPPING: THE IMPACT OF SOCIAL AND COMMERCIAL ACTIVITIES ON USER BEHAVIOR ON A SOCIAL SHOPPING PLATFORM Jari Salo, Professor of Marketing, University of Helsinki jari.salo@helsinki.fi Wharton Baker retailing seminar – co-sponsored by MSI and AMA CB-SIG
  • 2. Maatalous-metsätieteellinen tiedekunta INTRODUCTION • Using different types of online communities e.g. social media and virtual worlds are popular way to spend time (e.g. Geogaching.com / Facebook) • Previously stickiness of the media spent was key factor to be measured • Now firms are adding shopping and transactional elements on such platforms or social activities to their own platforms which has given rise to the phenomenon called online social shopping • Social shopping e.g. sCommerce (in-social, in-app or generating transactions elsewhere) • Still relatively little of the social action turns into commercial success 2
  • 3. Maatalous-metsätieteellinen tiedekunta RESEARCH QUESTIONS § How to promote § Consumers’ social activities? § Consumers’ commercial activities? § Individual level customization makes it difficult for unified framework to develop such social shopping sites § How to quantify the success of social shopping sites? 10/10/2017 3
  • 4. Maatalous-metsätieteellinen tiedekunta LITERATURE REVIEW • Brand communities (Schouten and McAlexander, 1995) • Online social network communities (Algesheimer et al., 2010) • Online social shopping constitutes three key elements: social media technologies, social interaction, and commercial activities (Yadav et al., 2013; Yadav and Pavlou, 2014). • Consumers share their ideas on these platforms often providing customers with customized shopping experience based on their profiles, preferences and the wisdom of crowds and their friends (Wall Street Journal, 2013). 4
  • 5. Maatalous-metsätieteellinen tiedekunta LITERATURE REVIEW From social perspective, studies look into impact of consumers’ : • online social participation on their behavior (Algeshiemer et al., 2010; Rishika et al., 2013), • measuring online word of mouth (Godes and Mayzlin 2004; Kozinets et al., 2010), • diffusion of user-generated contents (Susarla et al., 2012) • impact of information technologies on online knowledge creation (Ma and Agarwal, 2005). From commercial perspective, studies look into consumers’: • shopping activities through the lens of social media (Trusov et al., 2009; Stephen and Toubia, 2009; Trusov et al., 2010; Fischer and Reuber, 2011) • multi-channel coordination (Pozza, 2014) From more technological perspective, studies look into • interactive decision aids (Häubl and Trifts, 2000), • predicting internet buying behavior (Sismeiro and Bucklin, 2004), • turning website visitors into customers (Venkatesh and Agarwal, 2006; Reibstein, 2002; Hauser et al., 2009) 10/10/2017 5
  • 7. Maatalous-metsätieteellinen tiedekunta DATA § Digital Foodie (origins in Finland, owned by Black Dragon Capital US) § multiplatform service Foodie.fm targeted towards making grocery buying in a multichannel social environment § Foodie recipe § Foodie local § Foodie quality § Foodie store § Foodie delivery 10/10/2017 7
  • 8. Maatalous-metsätieteellinen tiedekunta SOCIAL AND COMMERCIAL ACTIVITIES 10/10/2017 8
  • 11. Maatalous-metsätieteellinen tiedekunta MODEL § Rank order the consumer actions based on consumer visit § Shortest path taken to visit between states § Consumer visit (incidence to a state) § Time spent on each state 10/10/2017 11
  • 12. Maatalous-metsätieteellinen tiedekunta RANKING OF USER ACTION & SHORTEST DISTANCE § Google page rank algorithm § Ranking the user actions § Based on in-degree and out-degree of the actions § Dijkstra’s algorithm § Shortest distance between two nodes § Weight of the link is the cost of visiting the link § Based on total clicks required 10/10/2017 12
  • 13. Maatalous-metsätieteellinen tiedekunta MODELING OF STATE VISIT AND TIME SPENT 10/10/2017 13
  • 14. Maatalous-metsätieteellinen tiedekunta RESULTS: RANKING OF CONSUMER ACTIONS AND DISTANCE BETWEEN STATES • Commercial actions are most important 10/10/2017 14
  • 18. Maatalous-metsätieteellinen tiedekunta SUMMARY OF RESULTS: (2/2) § Ranking and Distance between States are good predictors of consumers’ online shopping behavior (incidence and time spent) § Rank and Distance have higher impact on incidence than time spent § Ranks of other states positively affects incidence and time spent on a particular state § Distance from other states negatively affects time spent on a particular state § The effects of inter-state distance on shopping state have all negative effects indicating that shopping is highly indulgent activity that consumers perform online and therefore should be distraction free 10/10/2017 18