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Social Media Nethnography Managing and Mining the Consumer Conversation 1
2 @steven_insites @nielsamz
Word of mouth
The belief Word-of-mouth is THE driver of growth
INTEGRATION of WOM in all marketing activities The goal
MANAGE word-of-mouth
The BIG worLd of mouth test!
The BIG worLd of mouth test! You use social networks at least weekly (e.g. Facebook, Twitter, LinkedIn) 1
The BIG worLd of mouth test! You sometimes check online buzz about your brand 2
The BIG worLd of mouth test! You have automated systems to monitor buzz about your brand(e.g. Google Alert, Tweetdeck) 3
The BIG worLd of mouth test! Do you perform in-depth analyses of social media for you brand / business? 4
The BIG worLd of mouth test! You participate in online conversations 5
A revolutionimpliesCHANGE
20 Bestseller  โ€˜The Conversation Managerโ€™ Available on Amazon The first interactive management book for iPad, download available
NeedforRADICAL change
As a manager As a brand As a peer Observe Facilitate Join
limitations of interview based techniques
Would not we want to do this?
Life Caching User Generated Content
Social media netnography
Tapping into online conversations Social Media  Nethnography Social Media Dashboards / Monitoring exploratory for  enhanced quality
    Social Media Nethnography Traditional research SURVEY/ TOPIC GUIDE DEVELOPMENT what do we want to ask SAMPLING selection of sources/situations you want to observe SAMPLING selection of participants we want to talk to DATA COLLECTION  with the aid of research blogs or webscraping DATA COLLECTION  using pre-defined research tools, traditional ones or innovative ones FRAMEWORK DEVELOPMENT  what do we want to observe? which conversations interest us? ANALYSIS answering questions that were predefined  TOP-DOWN & BOTTOM-UP ANALYSIS Combination of quantitative & qualitative analysis techniques +  text analytics
TWO core principles
What is? Text analytics is the process of extracting knowledge and information from text Stage 1: Extraction of terms What do I want to use? Stage 2: Group terms in higher level concepts or categories
Extracting data  Extraction =  What will we use in further analysis and what will we ignore? Bottom-up Keep terms that sponaneously pop-up Top-down Keep terms based on the market knowledge
Categorization Categories are higher-level concepts that represent higher level ideas and information in the text // answers option in quantitative survey
Analysis process
Sentiment analysis Sentiment of theconversation Sentiment of abrand / topic Sentence level Conversation level 'I had a terribleday. I drank some Lipton tea and feltbetter 'I had a terrible day. I drank some Lipton tea and feltbetter 1 positive โ€“ 1 negative 1 positive
Model for measuring emotions Happiness Happy	Joyful Cheerful	Satisfied Proud Elated, Excited, Enthusiastic Excitement Relaxed Contented, Relaxed, Satisfied Social Trust, Love, Respect Surprise Amazed	Surprised Astonished Beauty Beautiful, Admired, Attractive Fear Afraid	Nervous Tense	Worried Insecure Emotions Anger Angry	Furious Mad	Irritated Resentful Violence Aggressive, Abusive, Dominating Swear words Sadness     Sad	Disappointed Regretful	Gloomy Pessimistic Agony, Despair, Ashamed Despair Tired , Bored, Weak Weak Loneliness Lonely, Rejected, Alienated Disgust     Disgust	Contempt Nasty
Insight generation What is my target group concerned about? What are trends in the market?  What are your blind spots? Brand analyses What is the share-of-voice and sentiment of my brand online? What is my online brand positioning?  How do my competitors perform? How is the impact of my advertising affecting online buzz? Advertising impact How is the impact of my advertising affecting online buzz? Product How is a new product launch evaluated? How is a new product diffusing in the market? Customer Experience How are different touch points evaluated? What are reasons to switch? How strong is recommendation behaviour / referral value?
๏‚Œ 81.861
Major diseases when getting older? Top 20 discussed diseases  physical psychological
Emotions aboutaging concerns across disease states Friends Decision Sentimeter Safety Religion Active Eating Diagnosis Professional Transport ,[object Object]
Never endingClothes Housing Dog Payment Personal care Law Diseases Identity Treatment Telephone call Guilt Buzz volume
Alzheimer DrugsSentimeter All posts Posts about AH Drugs Posts about Aricept Posts about Namenda Posts about Reminyl Comparison with sentiment across brands Significantly higher No significant difference Significantly lower 60ยฐ 24ยฐ 9ยฐ 12ยฐ 66ยฐ N=81861 N=878 N=644 N=235 N=193
๏‚ 39.812
30 information segmentsbottom-up segmentation Diagnosis Health care Driving Confused Helpful Brand C Side effects Problem Seizures Job Having pain Control normal behaviour School Wishes for thefuture night Awareness & knowledge Husband Satisfaction Important Headache Scared Difficult Treatment Children Food & drinks Dosage Brand A Budget Brand B
25% Natural & medical language about seizures Learn what consumers tell each other Find hidden patterns โ€“ blind spots Optimize online marketing strategy
Natural explanations seizure types PETIT MAL ,[object Object]
People just stand and starevacantly
My mind was wandering, blank, in a daze
When asked to speak, would talk then just goblankand lose my entire train of thought and having no idea what I had implied
My eyes would blink rapidly and then I would go blank as if I were daydreaming and mymindwouldbeshot,[object Object]
๏‚Ž Online Brandscape How are the different brands evaluated online?
Share brands in total amount of conversations Total sample = 1327 About brands = 327
BrandsSentiment  & performance analysis % Emotionality % Positive % Negative Average rating review sites 73% 68% N = 101 28% 2,69 1,75 90% 81% N = 48 52% 79% 64% N = 39 1,1 41% 78% 78% N = 36 3 25%
BrandsIn-depth analysis B&J % Emotionality % Positive % Negative Average rating review sites 73% 68% N = 101 28% 2,69 Strengths Different&uniqueflavours Strong fanbaseonline: โ€˜the bestโ€™, โ€˜deliciousโ€™, B&J rules. However, fan base is less for the brand in general than for specificflavours. Weaknesses Too expensive for part of the consumers to consume it on a regular base Known for Quality of ice cream and perceived equal to Haรคgen Dasz Corporate social responsibility: press releases about attempts to reduce impact of produding ice cream on the environment are spread & discussed Vermont & cows
๏‚ 71.230
1 Input for future broadcasting  Evaluation of specific aspects of the show Information needs 2
Answers to questions you did not ask Answers without asking questions
55 Where does Text Analytics make a difference? Automational - Transformational Handling complexity Sentence parcing Dictionaries Co-occurence and linkage analyses
Languages

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social media netnography presentation IBM information on demand, nov 2010

  • 1. Social Media Nethnography Managing and Mining the Consumer Conversation 1
  • 4.
  • 5.
  • 6.
  • 7.
  • 8.
  • 9.
  • 10. The belief Word-of-mouth is THE driver of growth
  • 11. INTEGRATION of WOM in all marketing activities The goal
  • 13. The BIG worLd of mouth test!
  • 14. The BIG worLd of mouth test! You use social networks at least weekly (e.g. Facebook, Twitter, LinkedIn) 1
  • 15. The BIG worLd of mouth test! You sometimes check online buzz about your brand 2
  • 16. The BIG worLd of mouth test! You have automated systems to monitor buzz about your brand(e.g. Google Alert, Tweetdeck) 3
  • 17. The BIG worLd of mouth test! Do you perform in-depth analyses of social media for you brand / business? 4
  • 18. The BIG worLd of mouth test! You participate in online conversations 5
  • 20. 20 Bestseller โ€˜The Conversation Managerโ€™ Available on Amazon The first interactive management book for iPad, download available
  • 22. As a manager As a brand As a peer Observe Facilitate Join
  • 23.
  • 24. limitations of interview based techniques
  • 25. Would not we want to do this?
  • 26. Life Caching User Generated Content
  • 28. Tapping into online conversations Social Media Nethnography Social Media Dashboards / Monitoring exploratory for enhanced quality
  • 29. Social Media Nethnography Traditional research SURVEY/ TOPIC GUIDE DEVELOPMENT what do we want to ask SAMPLING selection of sources/situations you want to observe SAMPLING selection of participants we want to talk to DATA COLLECTION with the aid of research blogs or webscraping DATA COLLECTION using pre-defined research tools, traditional ones or innovative ones FRAMEWORK DEVELOPMENT what do we want to observe? which conversations interest us? ANALYSIS answering questions that were predefined TOP-DOWN & BOTTOM-UP ANALYSIS Combination of quantitative & qualitative analysis techniques + text analytics
  • 31. What is? Text analytics is the process of extracting knowledge and information from text Stage 1: Extraction of terms What do I want to use? Stage 2: Group terms in higher level concepts or categories
  • 32. Extracting data Extraction = What will we use in further analysis and what will we ignore? Bottom-up Keep terms that sponaneously pop-up Top-down Keep terms based on the market knowledge
  • 33. Categorization Categories are higher-level concepts that represent higher level ideas and information in the text // answers option in quantitative survey
  • 35. Sentiment analysis Sentiment of theconversation Sentiment of abrand / topic Sentence level Conversation level 'I had a terribleday. I drank some Lipton tea and feltbetter 'I had a terrible day. I drank some Lipton tea and feltbetter 1 positive โ€“ 1 negative 1 positive
  • 36. Model for measuring emotions Happiness Happy Joyful Cheerful Satisfied Proud Elated, Excited, Enthusiastic Excitement Relaxed Contented, Relaxed, Satisfied Social Trust, Love, Respect Surprise Amazed Surprised Astonished Beauty Beautiful, Admired, Attractive Fear Afraid Nervous Tense Worried Insecure Emotions Anger Angry Furious Mad Irritated Resentful Violence Aggressive, Abusive, Dominating Swear words Sadness Sad Disappointed Regretful Gloomy Pessimistic Agony, Despair, Ashamed Despair Tired , Bored, Weak Weak Loneliness Lonely, Rejected, Alienated Disgust Disgust Contempt Nasty
  • 37. Insight generation What is my target group concerned about? What are trends in the market? What are your blind spots? Brand analyses What is the share-of-voice and sentiment of my brand online? What is my online brand positioning? How do my competitors perform? How is the impact of my advertising affecting online buzz? Advertising impact How is the impact of my advertising affecting online buzz? Product How is a new product launch evaluated? How is a new product diffusing in the market? Customer Experience How are different touch points evaluated? What are reasons to switch? How strong is recommendation behaviour / referral value?
  • 39. Major diseases when getting older? Top 20 discussed diseases physical psychological
  • 40.
  • 41. Never endingClothes Housing Dog Payment Personal care Law Diseases Identity Treatment Telephone call Guilt Buzz volume
  • 42. Alzheimer DrugsSentimeter All posts Posts about AH Drugs Posts about Aricept Posts about Namenda Posts about Reminyl Comparison with sentiment across brands Significantly higher No significant difference Significantly lower 60ยฐ 24ยฐ 9ยฐ 12ยฐ 66ยฐ N=81861 N=878 N=644 N=235 N=193
  • 44. 30 information segmentsbottom-up segmentation Diagnosis Health care Driving Confused Helpful Brand C Side effects Problem Seizures Job Having pain Control normal behaviour School Wishes for thefuture night Awareness & knowledge Husband Satisfaction Important Headache Scared Difficult Treatment Children Food & drinks Dosage Brand A Budget Brand B
  • 45. 25% Natural & medical language about seizures Learn what consumers tell each other Find hidden patterns โ€“ blind spots Optimize online marketing strategy
  • 46.
  • 47. People just stand and starevacantly
  • 48. My mind was wandering, blank, in a daze
  • 49. When asked to speak, would talk then just goblankand lose my entire train of thought and having no idea what I had implied
  • 50.
  • 51. ๏‚Ž Online Brandscape How are the different brands evaluated online?
  • 52. Share brands in total amount of conversations Total sample = 1327 About brands = 327
  • 53. BrandsSentiment & performance analysis % Emotionality % Positive % Negative Average rating review sites 73% 68% N = 101 28% 2,69 1,75 90% 81% N = 48 52% 79% 64% N = 39 1,1 41% 78% 78% N = 36 3 25%
  • 54. BrandsIn-depth analysis B&J % Emotionality % Positive % Negative Average rating review sites 73% 68% N = 101 28% 2,69 Strengths Different&uniqueflavours Strong fanbaseonline: โ€˜the bestโ€™, โ€˜deliciousโ€™, B&J rules. However, fan base is less for the brand in general than for specificflavours. Weaknesses Too expensive for part of the consumers to consume it on a regular base Known for Quality of ice cream and perceived equal to Haรคgen Dasz Corporate social responsibility: press releases about attempts to reduce impact of produding ice cream on the environment are spread & discussed Vermont & cows
  • 56. 1 Input for future broadcasting Evaluation of specific aspects of the show Information needs 2
  • 57.
  • 58. Answers to questions you did not ask Answers without asking questions
  • 59. 55 Where does Text Analytics make a difference? Automational - Transformational Handling complexity Sentence parcing Dictionaries Co-occurence and linkage analyses
  • 61. Lessons learned & limitations ๏‚Œ Social Media Nethnography is not a short cut Analyse and audit, then track Time investment for client and agency required through iterative process ๏‚ It is still developing Language & dictionaries Limited profile information Upfront feasibility check for critical mass ๏‚Ž We still need to ask questions Only the question follows the answers โ€“ a bit like Jeopardy Complementary to interview based research
  • 62. Itโ€™s time to jump and to becomeโ€ฆ The Conversation Manager
  • 63. Not just aboutobserving & joining social media
  • 64. integration of word-of-mouthall marketing thinking & acting
  • 65. From control towards leadership
  • 66. As a manager As a brand As a peer Observe Facilitate Join
  • 67.
  • 68. 64 Thank you Contact us www.insites.eu +32 9 269 15 00 @steven_insites steven@insites.eu @nielsamz niels@insites.eu