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Seeing Influence and
Visualizing Buzz –
Recruiting Focus
Josh Letourneau
jl@knightbishop.com
www.KnightBishop.com
(404) 418-8152
“Social Networks”
 Far pre-date Facebook!
 “Can I stay in your cave tonight? Dinosaurs want to eat me.”
Social Behavior
 Humans live and self-organize into “Small Worlds”
(mathematically)
 We form lots of small ‘Clusters’ (4 to 6 groups of 10 or less
people each)
 Information travels through the cluster quickly (“short network
path”)
 It’s why humans are so resilient . . .
 It’s why we’ve evolved so quickly (i.e. talent/intelligence versus
network structure)
Social Behavior – Visual Example
From Network Organization to the
Individual
 Do we have lots of “Clusters” of Friends?
 Relatives | Associates | Common Interest/Hobby Friends |
Phases of our life
So do we really have one mass
bucket of ‘Friends’?
The Web Has Changed …
 Yesterday = We “Consumed Content”
 Today = We “Interact with Others”
 This is a significant distinction when we consider how
Candidates come in contact with our branding, our advertised
positions, etc.
 They trust each other more than they trust us.
To Anyone that Says Social Media
isn’t important . . .
 Simply explain yesterday’s ‘consumption’ versus today’s
‘interaction’
 Ask them how they make major purchases
 Changing a job is as big of a decision as buying a new car,
perhaps bigger
 Tell them Social Media manufacturers a product called “Word
of Mouth”
The “Social Web” is Improving
 Originally built to link to static documents (left pic)
 Along came Social Media (middle pic)
 Now our profiles and activity follow us (i.e. Facebook
Connect)
HR/Recruiting Originally Got It
Wrong
 “Build it and they will come” never worked (Field of Dreams)
 “Talent Communities”
 “Talent Portals”
Examples:
1. Facebook pages of 10k members with NO activity!
2. Dormant Ning Communities – they’re being left behind like
foreclosed homes in the real estate market
3. “Social Media Bubble?”
Key Factors are Converging for
HR/Recruiting
 Thousands of years of Social Behavior (and Science that
explains it – “Small Worlds”)
 An Improving “Social Web” (better design to incorporate
‘interaction’, not just consumption)
 People/Candidates have a more discerning eye
 They don’t need (and don’t want) to join another ‘community’
 They know garbage when they see it
The Key Question
 How can we, as Recruiters & Sourcers, tap into the small
portion of our Target Talent Pools that is overlapping in
hundreds of thousands of "Mass Friend Buckets" on the
web?
Before We Get There . . .
 Let’s talk “Influence”
 What is it?
 Can we identify it?
 Travel evenly?
Finding Influence through Buzz
Metrics
 “Buzz Metrics” count things:
 Facebook: # of Fans, Likes, Wall Posts, Comments, etc.
 Twitter: # of Followers, Tweets, Re-Tweets
 YouTube: # of Views, Comments
 Blogs: # of Subscribers, Comments, etc.
 Traackr is an example of a Buzz Metrics Engine
 Most “Influencer Lists” are composed through Buzz Metrics
Engines
Is There a Better Way?
 Welcome to Network Science
 Network Science is more concerned with how people
connect and interact than drop-down data (think Human
Capital versus Social Capital)
 SNA is a means of mapping relationships and flows in a
network.
SNA Trumps Buzz Metrics
 SNA doesn’t ‘count things’ haphazardly
 With SNA, Influence is a mathematical property that naturally
emerges from the pattern of connections we have
 Put better, the pattern of connections that surround us
effectively portrays our credibility and influence within our
social networks
Buzz Metrics versus SNA
SNA – Let’s take a look
 #HRFL10 (Sized by # of Tweets)
 Mike Vandervort (top spot) = 31k tweets!
 Channele Schneider (2nd spot) only mentions #HRFL10 once
#HRFL10 Sized by # of Followers
 Jessica Merrell = 15k+ Followers (RT’d 11x)
 Laurie Reuttiman = 11.7k Followers (@mentioned & RT’d
28x)
# of Tweets & # of Followers
 Is there a better, more insightful way to find & see the
Influence? Yes!
 “Bridge Score” (aka ‘Betweeness’)
 Measures how often you’re ‘between’ members in a
conversation . . .
 “Gatekeepers” can ‘broker’ or ‘bottleneck’, right?
Bridge Scores show Influence
 Those w/ high Bridge Scores reach otherwise disconnected
clusters – they move conversation along – they ‘Influence’.
 Jennifer McClure (top spot) = 40 @mentions and RTs’.
 As there are 335 edges in the map, she’s directly involved in
40 of them (12%).
Multi-Scale View
 Conversation from End-to-End
 Would contacting the top 5 ‘Between’ people (Bridge Scores)
be better than making random calls to the 301 people on the
map?
Other Things We Can Look At
Through SNA
 Hub Scoring – how many links are coming in versus going
out?
 Many links coming in shows authority & credibility
 Many links going out shows someone actively building a network
– “reaching”.
 Leads us to consider influence from the perspective of ‘Expertise’
versus ‘Network Building/Sharing’
 “Directionality” of connections
What Do High Hub Scores
Mean?
 High Hub Scores mean that you’re (usually) seeing an
‘Expert’ visually – someone that is seen as credible in the
eyes of their peers
 Could be your Candidate – put them on your radar, build
relationship with them
 Their messages are rcvd with consideration, respect, &
reverence
Network Topology Doesn’t Lie
 SNA allows us to see the 96% of data that is the iceburg
under the water.
 The network topology doesn’t lie . . . And the larger the
sample grows, the more valid it is (statistically).
 Network Science trumps Buzz Metrics . . . By a long shot.
It’s All About Leveraging
Conversation & “Social Interaction”
 We’re talking way bigger than Keyword (Boolean) Searching
 Patterns of Connection trump drop-down data. In Advertising
Speak, patterns of connections matter more than basic
demographics.
So How Can We Use All This to
Help Us Recruit?
 Follow & Build Relationships with the following people:
 High Bridge Scores (highly ‘Between’)
 Many incoming connections (In-Degree), as they have high
credibility and authority
 Many outgoing connections (Out-Degree), as they are “reaching”
wide areas of the network (network-building)
 Think “Moderately Connected Influencers”
 Map and find those connecting to unique & different clusters
Recruiting Insight
 Connecting and building relationships with these individuals
offers the most bang for your buck in Social Media
 These individuals are the most mathematically “close” to your
Target Talent Pools and ideal candidates
 People want to help others in their clusters of Friends (think
“Small Worlds”)
 “50% of my Advertising Budget is wasted, but I can’t identify
which 50%!”
Observation versus Creation
 Can we manipulate social behavior to our advantage?
 Can we create content (articles, videos, posts, etc.) and
entice key players (influencers) to share it?
 Can we encourage participation and engagement?
 Does it have to be Us? What about our Employees?
World Cup Example – Nike versus
Adidas
 2.6 Billion People following the games
 $1.5B to $1.7B USD in total merchandise revenue
opportunity
 Adidas was official sponsor
 Soccer ball is Adidas branded
 Refs wear Adidas patches
 All game-time commercials are Adidas, etc.
Nike Goes Digital
 “Write the Future” Campaign
 Featured top world players discussing plays that changed
their lives
 Consumers (Us) were given ability to edit 3 minutes of video
 Winning commercial aired around the world
Results of Consumer
Empowerment
 35% Buzz Penetration versus 14% (Adidas)
 Nike is now doing this with R&D as well
 Are there lessons here we can implement with our Recruiting
initiatives?
What Do I Do?
Questions & Comments?
 Call me!
 Josh Letourneau
 jl@knightbishop.com
 www.KnightBishop.com
 (404) 418-8152

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Seeing Influence and Visualizing Buzz

  • 1. Seeing Influence and Visualizing Buzz – Recruiting Focus Josh Letourneau jl@knightbishop.com www.KnightBishop.com (404) 418-8152
  • 2. “Social Networks”  Far pre-date Facebook!  “Can I stay in your cave tonight? Dinosaurs want to eat me.”
  • 3. Social Behavior  Humans live and self-organize into “Small Worlds” (mathematically)  We form lots of small ‘Clusters’ (4 to 6 groups of 10 or less people each)  Information travels through the cluster quickly (“short network path”)  It’s why humans are so resilient . . .  It’s why we’ve evolved so quickly (i.e. talent/intelligence versus network structure)
  • 4. Social Behavior – Visual Example
  • 5. From Network Organization to the Individual  Do we have lots of “Clusters” of Friends?  Relatives | Associates | Common Interest/Hobby Friends | Phases of our life
  • 6. So do we really have one mass bucket of ‘Friends’?
  • 7. The Web Has Changed …  Yesterday = We “Consumed Content”  Today = We “Interact with Others”  This is a significant distinction when we consider how Candidates come in contact with our branding, our advertised positions, etc.  They trust each other more than they trust us.
  • 8. To Anyone that Says Social Media isn’t important . . .  Simply explain yesterday’s ‘consumption’ versus today’s ‘interaction’  Ask them how they make major purchases  Changing a job is as big of a decision as buying a new car, perhaps bigger  Tell them Social Media manufacturers a product called “Word of Mouth”
  • 9. The “Social Web” is Improving  Originally built to link to static documents (left pic)  Along came Social Media (middle pic)  Now our profiles and activity follow us (i.e. Facebook Connect)
  • 10. HR/Recruiting Originally Got It Wrong  “Build it and they will come” never worked (Field of Dreams)  “Talent Communities”  “Talent Portals” Examples: 1. Facebook pages of 10k members with NO activity! 2. Dormant Ning Communities – they’re being left behind like foreclosed homes in the real estate market 3. “Social Media Bubble?”
  • 11. Key Factors are Converging for HR/Recruiting  Thousands of years of Social Behavior (and Science that explains it – “Small Worlds”)  An Improving “Social Web” (better design to incorporate ‘interaction’, not just consumption)  People/Candidates have a more discerning eye  They don’t need (and don’t want) to join another ‘community’  They know garbage when they see it
  • 12. The Key Question  How can we, as Recruiters & Sourcers, tap into the small portion of our Target Talent Pools that is overlapping in hundreds of thousands of "Mass Friend Buckets" on the web?
  • 13. Before We Get There . . .  Let’s talk “Influence”  What is it?  Can we identify it?  Travel evenly?
  • 14. Finding Influence through Buzz Metrics  “Buzz Metrics” count things:  Facebook: # of Fans, Likes, Wall Posts, Comments, etc.  Twitter: # of Followers, Tweets, Re-Tweets  YouTube: # of Views, Comments  Blogs: # of Subscribers, Comments, etc.  Traackr is an example of a Buzz Metrics Engine  Most “Influencer Lists” are composed through Buzz Metrics Engines
  • 15. Is There a Better Way?  Welcome to Network Science  Network Science is more concerned with how people connect and interact than drop-down data (think Human Capital versus Social Capital)  SNA is a means of mapping relationships and flows in a network.
  • 16. SNA Trumps Buzz Metrics  SNA doesn’t ‘count things’ haphazardly  With SNA, Influence is a mathematical property that naturally emerges from the pattern of connections we have  Put better, the pattern of connections that surround us effectively portrays our credibility and influence within our social networks
  • 18. SNA – Let’s take a look  #HRFL10 (Sized by # of Tweets)  Mike Vandervort (top spot) = 31k tweets!  Channele Schneider (2nd spot) only mentions #HRFL10 once
  • 19. #HRFL10 Sized by # of Followers  Jessica Merrell = 15k+ Followers (RT’d 11x)  Laurie Reuttiman = 11.7k Followers (@mentioned & RT’d 28x)
  • 20. # of Tweets & # of Followers  Is there a better, more insightful way to find & see the Influence? Yes!  “Bridge Score” (aka ‘Betweeness’)  Measures how often you’re ‘between’ members in a conversation . . .  “Gatekeepers” can ‘broker’ or ‘bottleneck’, right?
  • 21. Bridge Scores show Influence  Those w/ high Bridge Scores reach otherwise disconnected clusters – they move conversation along – they ‘Influence’.  Jennifer McClure (top spot) = 40 @mentions and RTs’.  As there are 335 edges in the map, she’s directly involved in 40 of them (12%).
  • 22. Multi-Scale View  Conversation from End-to-End  Would contacting the top 5 ‘Between’ people (Bridge Scores) be better than making random calls to the 301 people on the map?
  • 23. Other Things We Can Look At Through SNA  Hub Scoring – how many links are coming in versus going out?  Many links coming in shows authority & credibility  Many links going out shows someone actively building a network – “reaching”.  Leads us to consider influence from the perspective of ‘Expertise’ versus ‘Network Building/Sharing’  “Directionality” of connections
  • 24. What Do High Hub Scores Mean?  High Hub Scores mean that you’re (usually) seeing an ‘Expert’ visually – someone that is seen as credible in the eyes of their peers  Could be your Candidate – put them on your radar, build relationship with them  Their messages are rcvd with consideration, respect, & reverence
  • 25. Network Topology Doesn’t Lie  SNA allows us to see the 96% of data that is the iceburg under the water.  The network topology doesn’t lie . . . And the larger the sample grows, the more valid it is (statistically).  Network Science trumps Buzz Metrics . . . By a long shot.
  • 26. It’s All About Leveraging Conversation & “Social Interaction”  We’re talking way bigger than Keyword (Boolean) Searching  Patterns of Connection trump drop-down data. In Advertising Speak, patterns of connections matter more than basic demographics.
  • 27. So How Can We Use All This to Help Us Recruit?  Follow & Build Relationships with the following people:  High Bridge Scores (highly ‘Between’)  Many incoming connections (In-Degree), as they have high credibility and authority  Many outgoing connections (Out-Degree), as they are “reaching” wide areas of the network (network-building)  Think “Moderately Connected Influencers”  Map and find those connecting to unique & different clusters
  • 28. Recruiting Insight  Connecting and building relationships with these individuals offers the most bang for your buck in Social Media  These individuals are the most mathematically “close” to your Target Talent Pools and ideal candidates  People want to help others in their clusters of Friends (think “Small Worlds”)  “50% of my Advertising Budget is wasted, but I can’t identify which 50%!”
  • 29. Observation versus Creation  Can we manipulate social behavior to our advantage?  Can we create content (articles, videos, posts, etc.) and entice key players (influencers) to share it?  Can we encourage participation and engagement?  Does it have to be Us? What about our Employees?
  • 30. World Cup Example – Nike versus Adidas  2.6 Billion People following the games  $1.5B to $1.7B USD in total merchandise revenue opportunity  Adidas was official sponsor  Soccer ball is Adidas branded  Refs wear Adidas patches  All game-time commercials are Adidas, etc.
  • 31. Nike Goes Digital  “Write the Future” Campaign  Featured top world players discussing plays that changed their lives  Consumers (Us) were given ability to edit 3 minutes of video  Winning commercial aired around the world
  • 32. Results of Consumer Empowerment  35% Buzz Penetration versus 14% (Adidas)  Nike is now doing this with R&D as well  Are there lessons here we can implement with our Recruiting initiatives?
  • 33. What Do I Do?
  • 34. Questions & Comments?  Call me!  Josh Letourneau  jl@knightbishop.com  www.KnightBishop.com  (404) 418-8152