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UNDER(standing) THE
               INFLUENCE
                Design Implications and Opportunities for
                Behavior Change within Digital Networks
                Chris Avore @erova
                UPA Boston
                #DUI
                #UPABOS12




Wednesday, May 9, 12
disclaimer
                   • I’m a designer, not a social scientist
                   • I’m sharing derivative, empirical work



               Chris Avore      @erova   #DUI
               May 7 2012, UPA Boston


Wednesday, May 9, 12

topic I’ve been interested in, reading about, and exploring for years.
As an independent consultant I designed social intranets for big pharma and the federal
government, and now using similar information in the software and other digital products
we’re building now, including media & sentiment monitoring systems.
Chris Avore      @erova   #DUI
               May 7 2012, UPA Boston


Wednesday, May 9, 12

Before we get started, I want to put a question in your head for you to think about.
About a year and a half ago, Alyssa Milano sent this tweet mentioning the name of Nicholas
Christakis and James Fowler’s book Connected.
Think about how many sales were generated by clicking the link in the tweet.
where we are today
                   • mainstream marketplace has
                       redefined influence for convenience
                   • hear, seek out the loudest voices that
                       may not be the most helpful
                   • another way to sell stuff

               Chris Avore      @erova   #DUI
               May 7 2012, UPA Boston


Wednesday, May 9, 12
where we will be
                   • understand causal social influence
                   • question the score
                   • how to conceptualize, execute,
                       measure social campaigns for
                       business



               Chris Avore      @erova   #DUI
               May 7 2012, UPA Boston


Wednesday, May 9, 12
Who are our product’s
            biggest influencers of our
            customers, and how can we
            communicate to them more
               effectively?




               Chris Avore      @erova   #DUI
               May 7 2012, UPA Boston


Wednesday, May 9, 12

Your boss, my boss, definitely my boss’s boss, could pop on over and be ready to dive into a
social influence campaign. what do you do now?
Chris Avore                    @erova                   #DUI
                 May 7 2012, UPA Boston


Wednesday, May 9, 12
Designers and marketers have recently found ample resources to understanding principles & theories of psychology and how they can be applied
to their products or campaigns.
•   Reciprocation
•   Consistency
•   Social Proof
•   Liking
•   Authority
•   Scarcity

Mental notes image:
http://www.inspireux.com/2010/07/12/mental-notes-musthave-addition-your-ux-toolkit/
Networks are fundamentally changing the
                  landscape that designers design in,
                  so designers have to understand
                  how networks work in order to be
                  able to design for them. 




                                                               @richradka

               Chris Avore               @erova                 #DUI
               May 7 2012, UPA Boston


Wednesday, May 9, 12
Understanding one person’s behavior isn’t good enough anymore.
We need to talk about networks and how to identify who could be helpful.
A new knowledge set is required to
                  design for the social web:
                      • social behavior
                      • networks
                      • how people think


                                                                          @padday

               Chris Avore             @erova               #DUI
               May 7 2012, UPA Boston


Wednesday, May 9, 12
This is echoed by Paul Adams, Global Brand Experience Manager at Facebook and author of Grouped.

That paradigm shift requires a shift in our approach as well.
Influence 401
                     • Social Structures
                     • (comprised of) Social Networks
                     • (which beget) Social Capital
                     • (which begets) Influence

                Chris Avore                @erova   #DUI
                May 7 2012, UPA Boston


Wednesday, May 9, 12

We need a frame of reference to know how to design for this change in expectation and activity. That frame is
there and ready.
How do we answer these questions:
Is activity the same thing as influence?
Is it worth targeting influentials?
Let’s start at the top and work down:
Chris Avore               @erova                #DUI
               May 7 2012, UPA Boston


Wednesday, May 9, 12
the groups with little outside influence will likely have a greater trust and affinity with the fellow members of that network, which can be designed to as
well.
Chris Avore                       @erova                      #DUI
                  May 7 2012, UPA Boston


Wednesday, May 9, 12
•   This is not actually a Lite Brite toy, but a simple illustration of a typical social network
•   A social network is a social structure made up of a set of actors and the ties between these actors
•   Social network analysis: Identifying nodes and patterns in the networks
•   this network is made up of about 150 people, which gets us close to the Dunbar number, the ceiling of social relationships that people can maintain
•   All of these people are likely more similar to each other than they are different, even if they contain friends from high school, friends from your current job, and friends of your family.
•   Their race, education, and even gender is probably similar
•   That concept of sameness is known as homophily
Meg                                Matt



Larry                                   Riley                              Courtney                       Pierre                            Amy

      Alice                                                            Steve


               Chris Avore               @erova               #DUI
               May 7 2012, UPA Boston


Wednesday, May 9, 12
So now let’s zoom into a few people in the network we just saw.

Embeddedness: degree to which individuals or firms are enmeshed in a social network.
the concept that “individual action can only be properly understood in the context of interlocking networks of relationships” (Watts 244)

With a show of hands, who is the most important person in this network, without regard to how these people are connected (family, work, etc)
Meg                                        Matt



Larry                                          Riley                                   Courtney                     Pierre   Amy

      Alice                                                                       Steve


                 Chris Avore                   @erova                   #DUI
                 May 7 2012, UPA Boston


Wednesday, May 9, 12
Riley has centrality & betweeness. She’s only 2 steps away from this particular social structure or network.
She probably has a great rapport with her friends only a connection away.
She has a stronger influence among these people, but she really has about 4-6 strong ties across all her networks
Meg                  Matt



Larry                           Riley                    Courtney                Pierre                    Amy

      Alice                                           Steve


               Chris Avore      @erova         #DUI
               May 7 2012, UPA Boston


Wednesday, May 9, 12
If you’re gauging importance based on the spread of ideas instead of most betweeness, Ron Burt says who is actually
important to identify new ideas isn’t Riley, it’s Courtney.
You need to determine the approach you take when determining who to is more important to your business goals:
someone with greater connectedness in strong ties, or someone with more reach & access
Meg                     Matt



Larry                           Riley                        Courtney                 Pierre                      Amy

      Alice                                                 Steve


               Chris Avore       @erova           #DUI
               May 7 2012, UPA Boston


Wednesday, May 9, 12
A structural hole is if Courtney loses touch with Pierre.

It’s these details--location, hierarchy, access to new ideas, weak or strong ties, that binds social capital into the network.
Meg                     Matt



Larry                           Riley                        Courtney                 Pierre                      Amy

      Alice                                                 Steve


               Chris Avore       @erova           #DUI
               May 7 2012, UPA Boston


Wednesday, May 9, 12
A structural hole is if Courtney loses touch with Pierre.

It’s these details--location, hierarchy, access to new ideas, weak or strong ties, that binds social capital into the network.
Meg                     Matt



Larry                           Riley                        Courtney                 Pierre                      Amy

      Alice                                                 Steve


               Chris Avore       @erova           #DUI
               May 7 2012, UPA Boston


Wednesday, May 9, 12
A structural hole is if Courtney loses touch with Pierre.

It’s these details--location, hierarchy, access to new ideas, weak or strong ties, that binds social capital into the network.
SNA recap
                   •   a network graph can recommend business
                       decisions based on targeted people and their
                       peers in the network
                   •   Look for bridges and those around them--they
                       have access to new perspectives, ideas
                   •   strong ties share info & have greatest influence
                       over each other (4 strong ties average)
                   •   The tighter a network is, the greater closure,
                       where trust is greater but access to new info is
                       more difficult

               Chris Avore      @erova   #DUI
               May 7 2012, UPA Boston


Wednesday, May 9, 12
Social capital
                       • The investment in social relations with
                         expected returns in the marketplace
                       • The advantage created by a person’s
                         location in a social structure
                       • “Influencers” aren’t the only people
                         with social captial. Why?


               Chris Avore      @erova   #DUI
               May 7 2012, UPA Boston


Wednesday, May 9, 12

Lin 19. Burt 4.
information, influence, social credentials (‘standing behind’), reinforcement of identity
& recognition
Because social capital
                        exists in our myriad
                        networks of friends,
                       colleagues, & contacts.

                 Our friends & strong ties
                are our greatest influencers
               Chris Avore      @erova   #DUI
               May 7 2012, UPA Boston


Wednesday, May 9, 12
Social capital
                           Social Capital is
                           the Wild West of
                           academic work.
                           There are no skill or
                           intellectual barriers
                           to entry.


               Chris Avore      @erova   #DUI
               May 7 2012, UPA Boston


Wednesday, May 9, 12
Social capital
                           Social Capital is
                           the Wild West of
                           academic work.
                           There are no skill or
                           intellectual barriers
                           to entry.


               Chris Avore      @erova   #DUI
               May 7 2012, UPA Boston


Wednesday, May 9, 12
• Social capital is easily mistaken for reputation
   • Activating social capital is not like a financial
          transaction.




               Chris Avore      @erova   #DUI
               May 7 2012, UPA Boston


Wednesday, May 9, 12
Social capital




               Chris Avore      @erova   #DUI
               May 7 2012, UPA Boston


Wednesday, May 9, 12

It’s really more like a river, where if you do something for someone else, you haven’t reduced
your holdings like you don’t have noticeably less water. nor will you have significantly more
water if you pour a cup or bucket into it either...

yes, if a river mouth is blocked, or climate changes, the amount of water can change, but
those are greater events to create a change in social capital, much like a network change.
social capital is the
                catalyst to influence



                                         @briansolis
               Chris Avore      @erova   #DUI
               May 7 2012, UPA Boston


Wednesday, May 9, 12

Understanding the network means we can begin to see patterns of influence.
Causal Influence
                       How peer behavior changes one’s
                       expected utility and thus changes the
                       likelihood (or extent) one will engage in
                       that behavior




                                                                        @sinanaral
               Chris Avore            @erova               #DUI
               May 7 2012, UPA Boston


Wednesday, May 9, 12
We need to emphasize CAUSAL influence--events that occur because someone else triggered it.

Correlation is a likely mutual relationship between 2 things, but that may not necessarily be caused by one or the other
Chris Avore      @erova   #DUI
               May 7 2012, UPA Boston


Wednesday, May 9, 12

It’s easy to look back with hindsight and create a compelling story.

It’s comfortable to think that by targeting those with the highest scores we can get more
efficient business outcomes.
Chris Avore      @erova   #DUI
               May 7 2012, UPA Boston


Wednesday, May 9, 12
Chris Avore      @erova   #DUI
               May 7 2012, UPA Boston


Wednesday, May 9, 12
Influencers




                       TWO-STEP FLOW MODEL OF INFLUENCE

               Chris Avore            @erova               #DUI
               May 7 2012, UPA Boston


Wednesday, May 9, 12
similarly, we thought this was basically the way influence spread in a controlled, hierarchical flow from the top down.
This flow, theorized in 1955, has been the dominant paradigm of media sociology since the late 70’s.
It’s been a “guiding theme for diffusion and marketing research”
Influencers




                              NETWORK MODEL OF INFLUENCE

               Chris Avore            @erova              #DUI
               May 7 2012, UPA Boston


Wednesday, May 9, 12
Recent research indicates that the diffusion or flow of information goes back and forth from opinion leaders to followers, and propagate for many
steps, not just two.
Diffusion




                Chris Avore                   @erova               #DUI
                May 7 2012, UPA Boston


Wednesday, May 9, 12
Diffusion is how, why, and what rate new ideas spread throughout networks and ultimately cultures.

It’s what much of Malcolm Gladwell discusses in The Tipping Point, where one person, or a few people, can create huge waves of influence.

He uses the story of local boys William Dawes & Paul Revere. Paul was one of the connected influentials as he rode into history through Lexington and Concord but
William Dawes is relatively unknown.

They’re looking for the match that started a forest fire.
Chris Avore                       @erova                       #DUI
                   May 7 2012, UPA Boston


Wednesday, May 9, 12
But to continue the forest fire analogy, it’s difficult--if not impossible--to peg a single event that actually triggered a viral event, online or offline, recently or hundreds of years ago.

There are thousands a year, but only a few become roaring monsters

This gets to influenceability--the environment has to be right for a forest fire.
Likewise, the network has to be right to be influenced, based on the size and structure of the network and the experiences of the people in the network.

In other words, it’s really tough to prove causal social influence.
Diffusion




                   Chris Avore                       @erova                       #DUI
                   May 7 2012, UPA Boston


Wednesday, May 9, 12
But to continue the forest fire analogy, it’s difficult--if not impossible--to peg a single event that actually triggered a viral event, online or offline, recently or hundreds of years ago.

There are thousands a year, but only a few become roaring monsters

This gets to influenceability--the environment has to be right for a forest fire.
Likewise, the network has to be right to be influenced, based on the size and structure of the network and the experiences of the people in the network.

In other words, it’s really tough to prove causal social influence.
Diffusion
                   • lightning                                                                                • high winds
                   • dry air                                                                                  • heat wave
                   • drought                                                                                  • volcanic eruption



                   Chris Avore                       @erova                       #DUI
                   May 7 2012, UPA Boston


Wednesday, May 9, 12
But to continue the forest fire analogy, it’s difficult--if not impossible--to peg a single event that actually triggered a viral event, online or offline, recently or hundreds of years ago.

There are thousands a year, but only a few become roaring monsters

This gets to influenceability--the environment has to be right for a forest fire.
Likewise, the network has to be right to be influenced, based on the size and structure of the network and the experiences of the people in the network.

In other words, it’s really tough to prove causal social influence.
Influencers




                                     NETWORK MODEL OF INFLUENCE

                Chris Avore                   @erova                  #DUI
                May 7 2012, UPA Boston


Wednesday, May 9, 12
Ideas diffuse through networks of strong ties talking to friends, not from a butterfly effect,
not from a Law of the Few.

These networks influence where people go, what they do, and what they buy.
What’s your score?




                 Chris Avore                    @erova                     #DUI
                 May 7 2012, UPA Boston


Wednesday, May 9, 12
Who here has a social account: facebook, twitter, linkedin (raise hands)

Keep your hands up if you haven’t heard of Klout, because you have a score.

Put your hands down.

Now, a new show of hands, how many people know within a point or two of their Klout score? You can admit it.
Scoring
                       Online Influence
                   • Is a RT or mention the best we can do
                       to measure who we influence and
                       who influences us?
                   • Are reach, amplification and frequency
                       really indicators of influence?
                   • Are scores capturing the ability to
                       drive action or about the ability to
                       drive a response?
               Chris Avore      @erova   #DUI
               May 7 2012, UPA Boston




    • --a measure of activity
Wednesday, May 9, 12
Scoring Arms Race




                  Chris Avore                    @erova                     #DUI
                  May 7 2012, UPA Boston


Wednesday, May 9, 12
We like numbers, lists, rankings. We want to know our place in the universe. Klout is the first step towards putting a quantifiable number on just how effective your online presence is

The Klout Score measures influence based on your ability to drive action.
Every time you create content or engage you influence others.
The Klout Score uses data from social networks in order to measure:

  1    True Reach: How many people you influence
  2    Amplification: How much you influence them
  3    Network Impact: The influence of your network
People who buy into the game are willing
               to manipulate their social media practices
               to get high status in these systems.
               But as they play the game — and as the
               companies respond to their gaming — those
               who are uninterested in the game end up getting
               written out of it.




                                           @zephoria

               Chris Avore      @erova   #DUI
               May 7 2012, UPA Boston


Wednesday, May 9, 12
Chris Avore      @erova   #DUI
               May 7 2012, UPA Boston


Wednesday, May 9, 12

But if it’s just a game people won’t get upset right?
Chris Avore      @erova   #DUI
               May 7 2012, UPA Boston


Wednesday, May 9, 12

But if it’s just a game people won’t get upset right?
Chris Avore      @erova   #DUI
               May 7 2012, UPA Boston


Wednesday, May 9, 12

But if it’s just a game people won’t get upset right?
It evolves to be
                   centered on the
                   players.

                                           @zephoria

               Chris Avore      @erova   #DUI
               May 7 2012, UPA Boston


Wednesday, May 9, 12

If we think we reach out to people with a high score help our campaign, it’s natural to think,
after spending themoney and effort, that it was probably more successful than it was.
Scores lead to confusing
               causation with correlation




               Chris Avore      @erova   #DUI
               May 7 2012, UPA Boston


Wednesday, May 9, 12

It’s easy to look back with hindsight and create a compelling story.

It’s comfortable to think that by targeting those with the highest scores we can get more
efficient business outcomes.
Social Influence
                                Marketing
                    • When a marketer identifies, seeks out,
                            and engages with selected people in
                            support of a business objective.
                    • Give them free stuff or access to
                            events & hope they say nice things
                    • Turn the people talking about your
                            product into your brand advocate
                Chris Avore                  @erova                  #DUI
                May 7 2012, UPA Boston


Wednesday, May 9, 12
How are people using scores? Basically through Social Influence Marketing

These folks, such as the Word of Mouth Marketing Association, define an influencer as:
A person who has a greater than average reach or impact through word of mouth in a relevant marketplace.

These are the people who maintain that you can reach out to 1 or 100 people, offer them stuff, and hope it spreads, rather than hiring a celebrity endorser.
Influence
                                           Smackdown




                Chris Avore                  @erova                  #DUI
                May 7 2012, UPA Boston


Wednesday, May 9, 12
So let’s talk about the 2 camps, and how we can design for either.

One the social science side - RED corner-- we have Paul Adams, Duncan Watts, and others who have researched that influence spreads through strong ties in our networks,
and that causal influence is difficult to wage a marketing campaign behind.

In the Blue corner, we have Brian Solis, Joe Fernandez (CEO of Klout), Malcolm Gladwell, and scores of marketers who claim that identifying people who talk about topics,
who get retweeted alot, or trigger other interactions, should be given special promotions or access to inspire activity among their masses of followers.

Despite how at odds are with these two camps, there are still themes we can design for.
Make sharing simple




Wednesday, May 9, 12
Put sharing tools at the bottom of your content, not just top

Support conversations, not just broadcasting

[pic of tools}

Beware Frictionless Sharing: Washington Post Social Reader, Spotify music player

Show the default sharing message & make sure it’s editable; no surprise messages
Social Network Analysis




Wednesday, May 9, 12
many intranet systems can visualize social connections

determine if network has structural holes and how to bridge them

ambient awareness: activity streams & updates can create bridges
Allow people to establish
                           credibility/specific authority




Wednesday, May 9, 12
people have different levels of authority & credibility in their lives

Personalize that authority as necessary
Market to Emotion
                                    not Rational Thought




Wednesday, May 9, 12
People generally share, remember--and socialize--about emotional experiences, not rational facts, figures, or features.

It can even be in messaging, not slickly produced ads, videos, etc. The copy should reflect emotion.
Magic Middle




Wednesday, May 9, 12
people with high scores may be difficult to influence, so if you’re using scores, don’t just reach for the top, look to the middle where you’ll likely find the real
people who may share your story.
Surface Similarity


                                                    Denis Goodwin, Owner, TruVal Appraisals LLC
                                                    You share 23 connections from University of Maryland




Wednesday, May 9, 12
•   emphasize similarities


•   most basic info may not cut it


•   reduce the WTF moment


•   weight looser ties accordingly: a Group membership probably isn’t a strong tie as School or same previous employer
Ethical questions
                   • a Klout score isn’t a FICO score
                   • yes, marketers have ranked
                       demographic markets for years
                   • brands must encourage full disclosure
                   • if you live by the score, prepare to die
                       by the score


               Chris Avore      @erova   #DUI
               May 7 2012, UPA Boston


Wednesday, May 9, 12
Testing Influence
                   • Test with real social content, don’t ask
                       “would you share this?”
                   • Monitor the cowpaths: are people
                       sharing in ways you aren’t providing
                       them? Tweeting your content if you’re
                       not on Twitter?
                   • Data informed design, but some
                       metrics run same risk as scores

               Chris Avore      @erova   #DUI
               May 7 2012, UPA Boston


Wednesday, May 9, 12

This is the UPA, after all. So we can still talk about usability.
Guesses?




               Chris Avore            @erova              #DUI
               May 7 2012, UPA Boston


Wednesday, May 9, 12

Christakis said, “I think that the ability of Twitter to disseminate information is different than its ability to influence behavior.”



AM: 0

TOR: 1

SF: 3
Wrapping up...
                       Chasing influencers is often futile
                       People need to be influenceable
                       Those with ‘high’ influence are often more
                       difficult to influence themselves
                       Close, strong ties are primary influencers
                       Influecenability based on social network,
                       life experiences
                       Ethical influence cannot be a choice

               Chris Avore      @erova   #DUI
               May 7 2012, UPA Boston


Wednesday, May 9, 12
Chris Avore      @erova   #DUI
               May 7 2012, UPA Boston


Wednesday, May 9, 12

Want more, read more! Full bibliography will be posted to my website this week.
THANK YOU

                       Chris Avore
                         @erova
                       erova.com

Wednesday, May 9, 12

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Under(standing) the Influence: UPA Boston 2012

  • 1. UNDER(standing) THE INFLUENCE Design Implications and Opportunities for Behavior Change within Digital Networks Chris Avore @erova UPA Boston #DUI #UPABOS12 Wednesday, May 9, 12
  • 2. disclaimer • I’m a designer, not a social scientist • I’m sharing derivative, empirical work Chris Avore @erova #DUI May 7 2012, UPA Boston Wednesday, May 9, 12 topic I’ve been interested in, reading about, and exploring for years. As an independent consultant I designed social intranets for big pharma and the federal government, and now using similar information in the software and other digital products we’re building now, including media & sentiment monitoring systems.
  • 3. Chris Avore @erova #DUI May 7 2012, UPA Boston Wednesday, May 9, 12 Before we get started, I want to put a question in your head for you to think about. About a year and a half ago, Alyssa Milano sent this tweet mentioning the name of Nicholas Christakis and James Fowler’s book Connected. Think about how many sales were generated by clicking the link in the tweet.
  • 4. where we are today • mainstream marketplace has redefined influence for convenience • hear, seek out the loudest voices that may not be the most helpful • another way to sell stuff Chris Avore @erova #DUI May 7 2012, UPA Boston Wednesday, May 9, 12
  • 5. where we will be • understand causal social influence • question the score • how to conceptualize, execute, measure social campaigns for business Chris Avore @erova #DUI May 7 2012, UPA Boston Wednesday, May 9, 12
  • 6. Who are our product’s biggest influencers of our customers, and how can we communicate to them more effectively? Chris Avore @erova #DUI May 7 2012, UPA Boston Wednesday, May 9, 12 Your boss, my boss, definitely my boss’s boss, could pop on over and be ready to dive into a social influence campaign. what do you do now?
  • 7. Chris Avore @erova #DUI May 7 2012, UPA Boston Wednesday, May 9, 12 Designers and marketers have recently found ample resources to understanding principles & theories of psychology and how they can be applied to their products or campaigns. • Reciprocation • Consistency • Social Proof • Liking • Authority • Scarcity Mental notes image: http://www.inspireux.com/2010/07/12/mental-notes-musthave-addition-your-ux-toolkit/
  • 8. Networks are fundamentally changing the landscape that designers design in, so designers have to understand how networks work in order to be able to design for them.  @richradka Chris Avore @erova #DUI May 7 2012, UPA Boston Wednesday, May 9, 12 Understanding one person’s behavior isn’t good enough anymore. We need to talk about networks and how to identify who could be helpful.
  • 9. A new knowledge set is required to design for the social web: • social behavior • networks • how people think @padday Chris Avore @erova #DUI May 7 2012, UPA Boston Wednesday, May 9, 12 This is echoed by Paul Adams, Global Brand Experience Manager at Facebook and author of Grouped. That paradigm shift requires a shift in our approach as well.
  • 10. Influence 401 • Social Structures • (comprised of) Social Networks • (which beget) Social Capital • (which begets) Influence Chris Avore @erova #DUI May 7 2012, UPA Boston Wednesday, May 9, 12 We need a frame of reference to know how to design for this change in expectation and activity. That frame is there and ready. How do we answer these questions: Is activity the same thing as influence? Is it worth targeting influentials? Let’s start at the top and work down:
  • 11. Chris Avore @erova #DUI May 7 2012, UPA Boston Wednesday, May 9, 12 the groups with little outside influence will likely have a greater trust and affinity with the fellow members of that network, which can be designed to as well.
  • 12. Chris Avore @erova #DUI May 7 2012, UPA Boston Wednesday, May 9, 12 • This is not actually a Lite Brite toy, but a simple illustration of a typical social network • A social network is a social structure made up of a set of actors and the ties between these actors • Social network analysis: Identifying nodes and patterns in the networks • this network is made up of about 150 people, which gets us close to the Dunbar number, the ceiling of social relationships that people can maintain • All of these people are likely more similar to each other than they are different, even if they contain friends from high school, friends from your current job, and friends of your family. • Their race, education, and even gender is probably similar • That concept of sameness is known as homophily
  • 13. Meg Matt Larry Riley Courtney Pierre Amy Alice Steve Chris Avore @erova #DUI May 7 2012, UPA Boston Wednesday, May 9, 12 So now let’s zoom into a few people in the network we just saw. Embeddedness: degree to which individuals or firms are enmeshed in a social network. the concept that “individual action can only be properly understood in the context of interlocking networks of relationships” (Watts 244) With a show of hands, who is the most important person in this network, without regard to how these people are connected (family, work, etc)
  • 14. Meg Matt Larry Riley Courtney Pierre Amy Alice Steve Chris Avore @erova #DUI May 7 2012, UPA Boston Wednesday, May 9, 12 Riley has centrality & betweeness. She’s only 2 steps away from this particular social structure or network. She probably has a great rapport with her friends only a connection away. She has a stronger influence among these people, but she really has about 4-6 strong ties across all her networks
  • 15. Meg Matt Larry Riley Courtney Pierre Amy Alice Steve Chris Avore @erova #DUI May 7 2012, UPA Boston Wednesday, May 9, 12 If you’re gauging importance based on the spread of ideas instead of most betweeness, Ron Burt says who is actually important to identify new ideas isn’t Riley, it’s Courtney. You need to determine the approach you take when determining who to is more important to your business goals: someone with greater connectedness in strong ties, or someone with more reach & access
  • 16. Meg Matt Larry Riley Courtney Pierre Amy Alice Steve Chris Avore @erova #DUI May 7 2012, UPA Boston Wednesday, May 9, 12 A structural hole is if Courtney loses touch with Pierre. It’s these details--location, hierarchy, access to new ideas, weak or strong ties, that binds social capital into the network.
  • 17. Meg Matt Larry Riley Courtney Pierre Amy Alice Steve Chris Avore @erova #DUI May 7 2012, UPA Boston Wednesday, May 9, 12 A structural hole is if Courtney loses touch with Pierre. It’s these details--location, hierarchy, access to new ideas, weak or strong ties, that binds social capital into the network.
  • 18. Meg Matt Larry Riley Courtney Pierre Amy Alice Steve Chris Avore @erova #DUI May 7 2012, UPA Boston Wednesday, May 9, 12 A structural hole is if Courtney loses touch with Pierre. It’s these details--location, hierarchy, access to new ideas, weak or strong ties, that binds social capital into the network.
  • 19. SNA recap • a network graph can recommend business decisions based on targeted people and their peers in the network • Look for bridges and those around them--they have access to new perspectives, ideas • strong ties share info & have greatest influence over each other (4 strong ties average) • The tighter a network is, the greater closure, where trust is greater but access to new info is more difficult Chris Avore @erova #DUI May 7 2012, UPA Boston Wednesday, May 9, 12
  • 20. Social capital • The investment in social relations with expected returns in the marketplace • The advantage created by a person’s location in a social structure • “Influencers” aren’t the only people with social captial. Why? Chris Avore @erova #DUI May 7 2012, UPA Boston Wednesday, May 9, 12 Lin 19. Burt 4. information, influence, social credentials (‘standing behind’), reinforcement of identity & recognition
  • 21. Because social capital exists in our myriad networks of friends, colleagues, & contacts. Our friends & strong ties are our greatest influencers Chris Avore @erova #DUI May 7 2012, UPA Boston Wednesday, May 9, 12
  • 22. Social capital Social Capital is the Wild West of academic work. There are no skill or intellectual barriers to entry. Chris Avore @erova #DUI May 7 2012, UPA Boston Wednesday, May 9, 12
  • 23. Social capital Social Capital is the Wild West of academic work. There are no skill or intellectual barriers to entry. Chris Avore @erova #DUI May 7 2012, UPA Boston Wednesday, May 9, 12
  • 24. • Social capital is easily mistaken for reputation • Activating social capital is not like a financial transaction. Chris Avore @erova #DUI May 7 2012, UPA Boston Wednesday, May 9, 12
  • 25. Social capital Chris Avore @erova #DUI May 7 2012, UPA Boston Wednesday, May 9, 12 It’s really more like a river, where if you do something for someone else, you haven’t reduced your holdings like you don’t have noticeably less water. nor will you have significantly more water if you pour a cup or bucket into it either... yes, if a river mouth is blocked, or climate changes, the amount of water can change, but those are greater events to create a change in social capital, much like a network change.
  • 26. social capital is the catalyst to influence @briansolis Chris Avore @erova #DUI May 7 2012, UPA Boston Wednesday, May 9, 12 Understanding the network means we can begin to see patterns of influence.
  • 27. Causal Influence How peer behavior changes one’s expected utility and thus changes the likelihood (or extent) one will engage in that behavior @sinanaral Chris Avore @erova #DUI May 7 2012, UPA Boston Wednesday, May 9, 12 We need to emphasize CAUSAL influence--events that occur because someone else triggered it. Correlation is a likely mutual relationship between 2 things, but that may not necessarily be caused by one or the other
  • 28. Chris Avore @erova #DUI May 7 2012, UPA Boston Wednesday, May 9, 12 It’s easy to look back with hindsight and create a compelling story. It’s comfortable to think that by targeting those with the highest scores we can get more efficient business outcomes.
  • 29. Chris Avore @erova #DUI May 7 2012, UPA Boston Wednesday, May 9, 12
  • 30. Chris Avore @erova #DUI May 7 2012, UPA Boston Wednesday, May 9, 12
  • 31. Influencers TWO-STEP FLOW MODEL OF INFLUENCE Chris Avore @erova #DUI May 7 2012, UPA Boston Wednesday, May 9, 12 similarly, we thought this was basically the way influence spread in a controlled, hierarchical flow from the top down. This flow, theorized in 1955, has been the dominant paradigm of media sociology since the late 70’s. It’s been a “guiding theme for diffusion and marketing research”
  • 32. Influencers NETWORK MODEL OF INFLUENCE Chris Avore @erova #DUI May 7 2012, UPA Boston Wednesday, May 9, 12 Recent research indicates that the diffusion or flow of information goes back and forth from opinion leaders to followers, and propagate for many steps, not just two.
  • 33. Diffusion Chris Avore @erova #DUI May 7 2012, UPA Boston Wednesday, May 9, 12 Diffusion is how, why, and what rate new ideas spread throughout networks and ultimately cultures. It’s what much of Malcolm Gladwell discusses in The Tipping Point, where one person, or a few people, can create huge waves of influence. He uses the story of local boys William Dawes & Paul Revere. Paul was one of the connected influentials as he rode into history through Lexington and Concord but William Dawes is relatively unknown. They’re looking for the match that started a forest fire.
  • 34. Chris Avore @erova #DUI May 7 2012, UPA Boston Wednesday, May 9, 12 But to continue the forest fire analogy, it’s difficult--if not impossible--to peg a single event that actually triggered a viral event, online or offline, recently or hundreds of years ago. There are thousands a year, but only a few become roaring monsters This gets to influenceability--the environment has to be right for a forest fire. Likewise, the network has to be right to be influenced, based on the size and structure of the network and the experiences of the people in the network. In other words, it’s really tough to prove causal social influence.
  • 35. Diffusion Chris Avore @erova #DUI May 7 2012, UPA Boston Wednesday, May 9, 12 But to continue the forest fire analogy, it’s difficult--if not impossible--to peg a single event that actually triggered a viral event, online or offline, recently or hundreds of years ago. There are thousands a year, but only a few become roaring monsters This gets to influenceability--the environment has to be right for a forest fire. Likewise, the network has to be right to be influenced, based on the size and structure of the network and the experiences of the people in the network. In other words, it’s really tough to prove causal social influence.
  • 36. Diffusion • lightning • high winds • dry air • heat wave • drought • volcanic eruption Chris Avore @erova #DUI May 7 2012, UPA Boston Wednesday, May 9, 12 But to continue the forest fire analogy, it’s difficult--if not impossible--to peg a single event that actually triggered a viral event, online or offline, recently or hundreds of years ago. There are thousands a year, but only a few become roaring monsters This gets to influenceability--the environment has to be right for a forest fire. Likewise, the network has to be right to be influenced, based on the size and structure of the network and the experiences of the people in the network. In other words, it’s really tough to prove causal social influence.
  • 37. Influencers NETWORK MODEL OF INFLUENCE Chris Avore @erova #DUI May 7 2012, UPA Boston Wednesday, May 9, 12 Ideas diffuse through networks of strong ties talking to friends, not from a butterfly effect, not from a Law of the Few. These networks influence where people go, what they do, and what they buy.
  • 38. What’s your score? Chris Avore @erova #DUI May 7 2012, UPA Boston Wednesday, May 9, 12 Who here has a social account: facebook, twitter, linkedin (raise hands) Keep your hands up if you haven’t heard of Klout, because you have a score. Put your hands down. Now, a new show of hands, how many people know within a point or two of their Klout score? You can admit it.
  • 39. Scoring Online Influence • Is a RT or mention the best we can do to measure who we influence and who influences us? • Are reach, amplification and frequency really indicators of influence? • Are scores capturing the ability to drive action or about the ability to drive a response? Chris Avore @erova #DUI May 7 2012, UPA Boston • --a measure of activity Wednesday, May 9, 12
  • 40. Scoring Arms Race Chris Avore @erova #DUI May 7 2012, UPA Boston Wednesday, May 9, 12 We like numbers, lists, rankings. We want to know our place in the universe. Klout is the first step towards putting a quantifiable number on just how effective your online presence is The Klout Score measures influence based on your ability to drive action. Every time you create content or engage you influence others. The Klout Score uses data from social networks in order to measure: 1 True Reach: How many people you influence 2 Amplification: How much you influence them 3 Network Impact: The influence of your network
  • 41. People who buy into the game are willing to manipulate their social media practices to get high status in these systems. But as they play the game — and as the companies respond to their gaming — those who are uninterested in the game end up getting written out of it. @zephoria Chris Avore @erova #DUI May 7 2012, UPA Boston Wednesday, May 9, 12
  • 42. Chris Avore @erova #DUI May 7 2012, UPA Boston Wednesday, May 9, 12 But if it’s just a game people won’t get upset right?
  • 43. Chris Avore @erova #DUI May 7 2012, UPA Boston Wednesday, May 9, 12 But if it’s just a game people won’t get upset right?
  • 44. Chris Avore @erova #DUI May 7 2012, UPA Boston Wednesday, May 9, 12 But if it’s just a game people won’t get upset right?
  • 45. It evolves to be centered on the players. @zephoria Chris Avore @erova #DUI May 7 2012, UPA Boston Wednesday, May 9, 12 If we think we reach out to people with a high score help our campaign, it’s natural to think, after spending themoney and effort, that it was probably more successful than it was.
  • 46. Scores lead to confusing causation with correlation Chris Avore @erova #DUI May 7 2012, UPA Boston Wednesday, May 9, 12 It’s easy to look back with hindsight and create a compelling story. It’s comfortable to think that by targeting those with the highest scores we can get more efficient business outcomes.
  • 47. Social Influence Marketing • When a marketer identifies, seeks out, and engages with selected people in support of a business objective. • Give them free stuff or access to events & hope they say nice things • Turn the people talking about your product into your brand advocate Chris Avore @erova #DUI May 7 2012, UPA Boston Wednesday, May 9, 12 How are people using scores? Basically through Social Influence Marketing These folks, such as the Word of Mouth Marketing Association, define an influencer as: A person who has a greater than average reach or impact through word of mouth in a relevant marketplace. These are the people who maintain that you can reach out to 1 or 100 people, offer them stuff, and hope it spreads, rather than hiring a celebrity endorser.
  • 48. Influence Smackdown Chris Avore @erova #DUI May 7 2012, UPA Boston Wednesday, May 9, 12 So let’s talk about the 2 camps, and how we can design for either. One the social science side - RED corner-- we have Paul Adams, Duncan Watts, and others who have researched that influence spreads through strong ties in our networks, and that causal influence is difficult to wage a marketing campaign behind. In the Blue corner, we have Brian Solis, Joe Fernandez (CEO of Klout), Malcolm Gladwell, and scores of marketers who claim that identifying people who talk about topics, who get retweeted alot, or trigger other interactions, should be given special promotions or access to inspire activity among their masses of followers. Despite how at odds are with these two camps, there are still themes we can design for.
  • 49. Make sharing simple Wednesday, May 9, 12 Put sharing tools at the bottom of your content, not just top Support conversations, not just broadcasting [pic of tools} Beware Frictionless Sharing: Washington Post Social Reader, Spotify music player Show the default sharing message & make sure it’s editable; no surprise messages
  • 50. Social Network Analysis Wednesday, May 9, 12 many intranet systems can visualize social connections determine if network has structural holes and how to bridge them ambient awareness: activity streams & updates can create bridges
  • 51. Allow people to establish credibility/specific authority Wednesday, May 9, 12 people have different levels of authority & credibility in their lives Personalize that authority as necessary
  • 52. Market to Emotion not Rational Thought Wednesday, May 9, 12 People generally share, remember--and socialize--about emotional experiences, not rational facts, figures, or features. It can even be in messaging, not slickly produced ads, videos, etc. The copy should reflect emotion.
  • 53. Magic Middle Wednesday, May 9, 12 people with high scores may be difficult to influence, so if you’re using scores, don’t just reach for the top, look to the middle where you’ll likely find the real people who may share your story.
  • 54. Surface Similarity Denis Goodwin, Owner, TruVal Appraisals LLC You share 23 connections from University of Maryland Wednesday, May 9, 12 • emphasize similarities • most basic info may not cut it • reduce the WTF moment • weight looser ties accordingly: a Group membership probably isn’t a strong tie as School or same previous employer
  • 55. Ethical questions • a Klout score isn’t a FICO score • yes, marketers have ranked demographic markets for years • brands must encourage full disclosure • if you live by the score, prepare to die by the score Chris Avore @erova #DUI May 7 2012, UPA Boston Wednesday, May 9, 12
  • 56. Testing Influence • Test with real social content, don’t ask “would you share this?” • Monitor the cowpaths: are people sharing in ways you aren’t providing them? Tweeting your content if you’re not on Twitter? • Data informed design, but some metrics run same risk as scores Chris Avore @erova #DUI May 7 2012, UPA Boston Wednesday, May 9, 12 This is the UPA, after all. So we can still talk about usability.
  • 57. Guesses? Chris Avore @erova #DUI May 7 2012, UPA Boston Wednesday, May 9, 12 Christakis said, “I think that the ability of Twitter to disseminate information is different than its ability to influence behavior.” AM: 0 TOR: 1 SF: 3
  • 58. Wrapping up... Chasing influencers is often futile People need to be influenceable Those with ‘high’ influence are often more difficult to influence themselves Close, strong ties are primary influencers Influecenability based on social network, life experiences Ethical influence cannot be a choice Chris Avore @erova #DUI May 7 2012, UPA Boston Wednesday, May 9, 12
  • 59. Chris Avore @erova #DUI May 7 2012, UPA Boston Wednesday, May 9, 12 Want more, read more! Full bibliography will be posted to my website this week.
  • 60. THANK YOU Chris Avore @erova erova.com Wednesday, May 9, 12