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Psychster Inc.
                                       Psychster Labs Presents

                       Robert Wilson
              Washington University in St. Louis

              Facebook in the Social Sciences:
             What do we know and where do we go?


6.22.2012 webinar hosted by:                       Contact our speaker:
David C. Evans Ph.D. david@psychster.com           Robert Wilson robertwilson@go.wustl.edu
Psychster Inc.                                     facebookinthesocialsciences.org
psychster.com
@Psychster
facebook.com
901 million monthly active users
125 billion friend connections
300 million photos uploaded per day
80% of our monthly active users are
outside the U.S. and Canada.
3500+ employees
Valued at about $100 billion          Psychster Inc.
Purpose of today’s talk…

 “The biggest challenges
 Facebook has to solve are
 the same challenges
 [faced by] the social
 sciences”
 -Cameron Marlow
 Head of FB Data Team

What has empirical research in the
social
sciences discovered about Facebook?
                       MIT Technology Review
                                               Psychster Inc.
REVIEW OF THE FACEBOOK LITERATURE
Conducted with Sam Gosling and Lindsay Graham




This is the first major review of the Facebook literature

 Wilson, R.E., Gosling, S.D., & Graham, L.T. (2012). A review of
 Facebook research in the social sciences. Perspectives in
 Psychological Science, 7(3), 203 - 220
                                                                   Psychster Inc.
To be included as relevant in our
final review, a source must have:

1. specifically investigated Facebook

2. been published in a peer-reviewed
   academic journal or peer-reviewed
   conference proceedings

3. reported empirical findings


                                        Psychster Inc.
Cartoon by Randall Munroe   Psychster Inc.
Who studies Facebook?


• Scholars of law, economics, sociology,
  and psychology, to information
  technology, management, marketing,
  and computer-mediated
  communication.
• A large international presence
• In short….everyone is trying to better
  understand the impact of Facebook

                                    Psychster Inc.
Why study Facebook?

1. Behavior residue leaves concrete,
   observable data.
2. To understand contemporary society, social
   scientists must study Facebook.
3. Necessary to carefully examine the positive
   and negative effects of Facebook on
   society.




                                         Psychster Inc.
Psychster Inc.
900                                                                                                                                              450
                                                             Users and Articles: Totals by Year

                         800                                                                                                                                412           400
                                                                            22,000 commercial
                                                                            organizations allowed to join
                         700                                                                                                                                              350

                                                                     FB expands to add high
                                                                     school networks
Total Users (millions)




                         600                                                                                                                                              300




                                                                                                                                                                                Total # of Articles
                                               FB expands to                          Anyone over 13 yrs
                                               Stanford, Columbia,                    with an email allowed
                         500                                                                                                                                              250
                                               and Yale                               to join




                                                                                                                                                 articles
                                                             800 college                                                               226
                         400                                 networks allowed                                                                                             200
                                                             to join

                         300          Feb, 2004:                                                                                                                          150
                                      FB founded
                                      at Harvard                                                                        138

                         200                                                                                                                                              100


                                                                                                       70
                         100                                                                                                                                              50


                                      0              1                  9               22
                           0                                                                                                                                              0
                                     2004           2005               2006           2007           2008               2009           2010                 2011

                         LAUNCH           FB Wall        FB Photos       FB Mobile,      FB            FB in Spanish,      Introduction      Launch of        Launch of
                         DATE OF                                         News Feed,      Platform      French, and         of the ‘Like’     FB Places        Timeline
                         FEATURES:                                       and API         and Video     German.             button and                         and video
                                                                                                       Launch of FB        FB Payments                        calling
                                                                                                       Connect


                                                                                                                                                                              Psychster Inc.
5 Key questions

1. Who is using Facebook and what are users
   doing while on Facebook?
2. Why do people use Facebook?
3. How are people presenting themselves on
   Facebook?
4. How is Facebook affecting relationships
   among groups and individuals?
5. Why are people disclosing personal
   information on Facebook despite potential
   risks?
                                        Psychster Inc.
Psychster Inc.
Who is using Facebook and what are
 users doing while on Facebook?

Facebook Stats:
 average user has 130 friends
 contributes 90 pieces of content per
month
 connected to an average of 80
community           pages, groups, and
events


                 http://newsroom.fb.com/   Psychster Inc.
Facebook Data Team




• 12 person team of in-house researchers
• Have full access to the anonymized web logs of all Facebook users
• They plan on doubling their staff this year




                                       MIT Technology Review,
                                                              Psychster Inc.
                                       Facebook Data Team
Facebook Data Team
2 recent studies with the
Universita degli Studi di Milano



N = 721 million users, 69 billion
friendships

(a) 92% of users were connected by only four degrees of
    separation
(b) researchers found a curvilinear, highly skewed
    distribution such that 20% of users had fewer than 25
    friends, 50% of users had over 100 friends, and a small
    percentage of people had close to 5,000 friends
(c) the average number of Facebook friends in the United
    States was 214                                    Psychster Inc.
Research Methods


1) Recruitment of participants in offline
   contexts
2) Recruitment of participants via
   Facebook applications
3) Data crawling of public info

 Ninety-seven (24%) of the 412 articles in our review
 focused on descriptive analysis of Facebook users


                                                        Psychster Inc.
Demographic Findings

• n = 77,954
• In the U.S., the
breakdown of
ethnicities on Facebook has grown more
diverse over time and currently mirrors the
proportions represented in the U.S. population



        Chang, Rosenn, Backstrom, & Marlow, 2010
                                                   Psychster Inc.
        http://www.viewsoftheworld.net/?p=1011
Demographic Findings
Top 5 countries
- U.S. (155 million)
- Indonesia (36.6 million)
- U.K. (29.8 million)
- India (25.5 million)
- Turkey (28.4 million)


  Carmichael, 2011
  For a breakdown of users by continent, see
  www.internetworldstats.com/facebook. htm).   Psychster Inc.
2. Why do people use
Facebook?

Seventy-eight (19%) articles examined what motivates
people
to use Facebook.




                                               Psychster Inc.
To keep in touch with friends?


Weak verses strong ties
Social grooming?


                       =?


                                 Psychster Inc.
Minimizing loneliness?


 It’s complex
 Active verses passive FB use




      Burke et al., 2010
      Wise, Alhabash, & Park, 2010


                                     Psychster Inc.
Relieve boredom?


Facebook use remained high regardless
of how busy people were




          Pempek, Yermolayeva, & Calvert, 2009
                                                 Psychster Inc.
What motivates people to contribute
content?

Internal motives and external influence

54% of interactions between pairs of
users who interact infrequently were
directly attributable to Facebook’s
birthday reminder feature



              Viswanath et al., 2009
                                       Psychster Inc.
3. How are people presenting themselves on
Facebook?

Fifty (12%) of the articles in our review
investigated identity presentation

Identity presentation centers on the user
profile




                                        Psychster Inc.
Are users presenting
themselves accurately on
Facebook?
Researchers tested whether profiles represented
idealized virtual identities or accurate portrayals of the
users’ personalities
Strangers’ ratings of participants based solely on the
participants’ user profiles were compared with an
accuracy criterion and with participants’ ideal-self
ratings.
 Takeaway: Facebook profiles convey fairly accurate
 personality impressions of profile owners


             Gosling, Gaddis, & Vazire, 2007
                                                      Psychster Inc.
             Back et al., 2010
Why might people present themselves
accurately?

1) Friendships usually start offline
2) People generally want to be seen by
   others as they see themselves
3) Contributions by others is difficult to
   control




                                       Psychster Inc.
But might some people self-enhance?
What about narcissists?
      Can you spot the self-enhancer?




            Buffardi & Campbell, 2008
                                        Psychster Inc.
Content contribution by others


A curvilinear relationship exists between a
user’s number of friends and observers’
ratings of the user’s attractiveness and
extraversion
 the attractiveness of the people leaving
posts on a user’s wall affected impressions
of the user


         Walther, Van Der Heide, Hamel, & Shulman, 2009   Psychster Inc.
How is Facebook affecting relationships
among groups and individuals?

Research on social interactions was
studied frequently, in 112 (27%) articles.

Positive and negative impacts between:
Student-faculty; employee-management;
business-customer; doctor-patient; ect.



                                       Psychster Inc.
Impact for business-customer
relationship

FB involvement shown to increase customer
activity
FB gives businesses instant customer
feedback




       Dholakia & Durham, 2010
       Pantano, Tavernise, & Viassone, 2010
                                              Psychster Inc.
Impact for student-faculty relationship

 Students predicted a positive classroom
environment and high motivation when a teacher
shared more personal information on his or her
Facebook profile page
 But other literature warns of being seen as “creepy”
 only 4% of users’ wall posting refer to
education, and the vast majority of students report not
contacting university staff for any reason
 A thorough review of this area exists (Hew, 2011)
    Lipka, 2007; Madge, Meek, Wellens, & Hooley, 2009 ;
    Mazer, Murphy, & Simonds, 2009; Selwyn, 2009          Psychster Inc.
Impact for business-employee relationship

  Evaluating job candidates on Facebook?

  Employers can inadvertently learn about a
  candidate’s marital status, age, and other off-
  limits info

  These are topics that are not legal bases for
  hiring decisions according to equal
  opportunity laws in the United States


Karl, Peluchette, & Schlaegel, 2010a, 2010b; Kluemper & Rosen, 2009   Psychster Inc.
Impact for business-employee
relationship

Some applicants are judged with disproportionate
severity when they post inappropriate material.
Ex. females typically judged more harshly


Takeaways:
a) Don’t post inappropriate material on
   FB
b) Employers may be open to
   discrimination lawsuits
                                            Psychster Inc.
Tension across social spheres
on FB?

Users’ friends on Facebook often include
overlapping social groups
(e.g., family, friends, employers)
Does this overlap cause tension?

Users implement a number of strategies to
mitigate tension


    Lampinen et al., 2009              Psychster Inc.
5. Why are people disclosing personal
information on Facebook despite potential
risks?
Research on privacy and personal
information disclosure was the focus of 75
articles (18%) in our review.
Facebook is only as good as the content
 that users share
Motivation to promote sharing
 Balanced with concern for privacy


                                       Psychster Inc.
Privacy perception studies

 Over 50% of participants provided their current address
and 40% of participants provided their phone number, but
only a handful of individuals changed the highly permissive
privacy settings

 Awareness of privacy and security issues had increased
over time
 But a disparity between users’ privacy concerns and
behavior
Ex. 16% of respondents who reported being “very worried”
about the possibility that a stranger knew where they lived
and the location of their classes still revealed both pieces of
information on their Facebook profile
               Acquisti & Gross, 2006                   Psychster Inc.
The privacy paradox

Privacy concerns were primarily determined by the
perceived likelihood of a privacy violation and
much less by the expected damage

Privacy concerns and disclosure were not
negatively correlated, suggesting that they may not
be two ends of the same spectrum but
independent behaviors influenced by different
aspects of personality
Krasnova, Kolesnikova, & Guenther, 2009; Christofides et al., 2009;
McKnight, Lankton, & Tripp, 2011                                      Psychster Inc.
The privacy paradox


An influence of social learning on
information disclosure

New members were closely monitoring and
adapting to what their friends were doing
and that the experiences in the first 2 weeks
predicted long-term sharing.


                                        Psychster Inc.
CONCLUSIONS

1. Who is using Facebook and what are users
   doing while on Facebook?
2. Why do people use Facebook?
3. How are people presenting themselves on
   Facebook?
4. How is Facebook affecting relationships
   among groups and individuals?
5. Why are people disclosing personal
   information on Facebook despite potential
   risks?

                                        Psychster Inc.
Continuing Research

Facebook represents a fundamental shift in
the role of the Internet in daily life

Research has been revealing but much
remains to be discovered

We are maintaining a website that provides
researchers with a rolling bibliography of
Facebook articles.
Facebookinthesocialsciences.org           Psychster Inc.
Useful Links
Bibliography of social networking sites - maintained by danah boyd:
http://www.danah.org/researchBibs/sns.php

Facebook Data Team website: http://www.facebook.com/data

FB Data Team’s most recent publications.
 http://www.facebook.com/data/app_190322544333196

The Facebook Project – A great general resource site
http://www.thefacebookproject.com/about/index.html

Internet Research Ethics - A resource on best practice internet research
methods and ethical considerations: http://internetresearchethics.org/

World distribution stats of Facebook users:
http://www.internetworldstats.com/facebook.htm
                                                                Psychster Inc.
Robert Wilson
Thank you!             Washington University in St. Louis




                     Info:
   http://facebookinthesocialsciences.org/

                    Paper:
             Your school library or
   http://pps.sagepub.com/content/7/3/203

                 Recording:
            http://psychster.com

               Psychster Labs:
            info@psychster.com
                @Psychster                          Psychster Inc.

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Psychster robert wilson_onfacebook_june2012_v2_updated

  • 1. Psychster Inc. Psychster Labs Presents Robert Wilson Washington University in St. Louis Facebook in the Social Sciences: What do we know and where do we go? 6.22.2012 webinar hosted by: Contact our speaker: David C. Evans Ph.D. david@psychster.com Robert Wilson robertwilson@go.wustl.edu Psychster Inc. facebookinthesocialsciences.org psychster.com @Psychster
  • 2. facebook.com 901 million monthly active users 125 billion friend connections 300 million photos uploaded per day 80% of our monthly active users are outside the U.S. and Canada. 3500+ employees Valued at about $100 billion Psychster Inc.
  • 3. Purpose of today’s talk… “The biggest challenges Facebook has to solve are the same challenges [faced by] the social sciences” -Cameron Marlow Head of FB Data Team What has empirical research in the social sciences discovered about Facebook? MIT Technology Review Psychster Inc.
  • 4. REVIEW OF THE FACEBOOK LITERATURE Conducted with Sam Gosling and Lindsay Graham This is the first major review of the Facebook literature Wilson, R.E., Gosling, S.D., & Graham, L.T. (2012). A review of Facebook research in the social sciences. Perspectives in Psychological Science, 7(3), 203 - 220 Psychster Inc.
  • 5. To be included as relevant in our final review, a source must have: 1. specifically investigated Facebook 2. been published in a peer-reviewed academic journal or peer-reviewed conference proceedings 3. reported empirical findings Psychster Inc.
  • 6. Cartoon by Randall Munroe Psychster Inc.
  • 7. Who studies Facebook? • Scholars of law, economics, sociology, and psychology, to information technology, management, marketing, and computer-mediated communication. • A large international presence • In short….everyone is trying to better understand the impact of Facebook Psychster Inc.
  • 8. Why study Facebook? 1. Behavior residue leaves concrete, observable data. 2. To understand contemporary society, social scientists must study Facebook. 3. Necessary to carefully examine the positive and negative effects of Facebook on society. Psychster Inc.
  • 10. 900 450 Users and Articles: Totals by Year 800 412 400 22,000 commercial organizations allowed to join 700 350 FB expands to add high school networks Total Users (millions) 600 300 Total # of Articles FB expands to Anyone over 13 yrs Stanford, Columbia, with an email allowed 500 250 and Yale to join articles 800 college 226 400 networks allowed 200 to join 300 Feb, 2004: 150 FB founded at Harvard 138 200 100 70 100 50 0 1 9 22 0 0 2004 2005 2006 2007 2008 2009 2010 2011 LAUNCH FB Wall FB Photos FB Mobile, FB FB in Spanish, Introduction Launch of Launch of DATE OF News Feed, Platform French, and of the ‘Like’ FB Places Timeline FEATURES: and API and Video German. button and and video Launch of FB FB Payments calling Connect Psychster Inc.
  • 11. 5 Key questions 1. Who is using Facebook and what are users doing while on Facebook? 2. Why do people use Facebook? 3. How are people presenting themselves on Facebook? 4. How is Facebook affecting relationships among groups and individuals? 5. Why are people disclosing personal information on Facebook despite potential risks? Psychster Inc.
  • 13. Who is using Facebook and what are users doing while on Facebook? Facebook Stats:  average user has 130 friends  contributes 90 pieces of content per month  connected to an average of 80 community pages, groups, and events http://newsroom.fb.com/ Psychster Inc.
  • 14. Facebook Data Team • 12 person team of in-house researchers • Have full access to the anonymized web logs of all Facebook users • They plan on doubling their staff this year MIT Technology Review, Psychster Inc. Facebook Data Team
  • 15. Facebook Data Team 2 recent studies with the Universita degli Studi di Milano N = 721 million users, 69 billion friendships (a) 92% of users were connected by only four degrees of separation (b) researchers found a curvilinear, highly skewed distribution such that 20% of users had fewer than 25 friends, 50% of users had over 100 friends, and a small percentage of people had close to 5,000 friends (c) the average number of Facebook friends in the United States was 214 Psychster Inc.
  • 16. Research Methods 1) Recruitment of participants in offline contexts 2) Recruitment of participants via Facebook applications 3) Data crawling of public info Ninety-seven (24%) of the 412 articles in our review focused on descriptive analysis of Facebook users Psychster Inc.
  • 17. Demographic Findings • n = 77,954 • In the U.S., the breakdown of ethnicities on Facebook has grown more diverse over time and currently mirrors the proportions represented in the U.S. population Chang, Rosenn, Backstrom, & Marlow, 2010 Psychster Inc. http://www.viewsoftheworld.net/?p=1011
  • 18. Demographic Findings Top 5 countries - U.S. (155 million) - Indonesia (36.6 million) - U.K. (29.8 million) - India (25.5 million) - Turkey (28.4 million) Carmichael, 2011 For a breakdown of users by continent, see www.internetworldstats.com/facebook. htm). Psychster Inc.
  • 19. 2. Why do people use Facebook? Seventy-eight (19%) articles examined what motivates people to use Facebook. Psychster Inc.
  • 20. To keep in touch with friends? Weak verses strong ties Social grooming? =? Psychster Inc.
  • 21. Minimizing loneliness?  It’s complex  Active verses passive FB use Burke et al., 2010 Wise, Alhabash, & Park, 2010 Psychster Inc.
  • 22. Relieve boredom? Facebook use remained high regardless of how busy people were Pempek, Yermolayeva, & Calvert, 2009 Psychster Inc.
  • 23. What motivates people to contribute content? Internal motives and external influence 54% of interactions between pairs of users who interact infrequently were directly attributable to Facebook’s birthday reminder feature Viswanath et al., 2009 Psychster Inc.
  • 24. 3. How are people presenting themselves on Facebook? Fifty (12%) of the articles in our review investigated identity presentation Identity presentation centers on the user profile Psychster Inc.
  • 25. Are users presenting themselves accurately on Facebook? Researchers tested whether profiles represented idealized virtual identities or accurate portrayals of the users’ personalities Strangers’ ratings of participants based solely on the participants’ user profiles were compared with an accuracy criterion and with participants’ ideal-self ratings. Takeaway: Facebook profiles convey fairly accurate personality impressions of profile owners Gosling, Gaddis, & Vazire, 2007 Psychster Inc. Back et al., 2010
  • 26. Why might people present themselves accurately? 1) Friendships usually start offline 2) People generally want to be seen by others as they see themselves 3) Contributions by others is difficult to control Psychster Inc.
  • 27. But might some people self-enhance? What about narcissists? Can you spot the self-enhancer? Buffardi & Campbell, 2008 Psychster Inc.
  • 28. Content contribution by others A curvilinear relationship exists between a user’s number of friends and observers’ ratings of the user’s attractiveness and extraversion  the attractiveness of the people leaving posts on a user’s wall affected impressions of the user Walther, Van Der Heide, Hamel, & Shulman, 2009 Psychster Inc.
  • 29. How is Facebook affecting relationships among groups and individuals? Research on social interactions was studied frequently, in 112 (27%) articles. Positive and negative impacts between: Student-faculty; employee-management; business-customer; doctor-patient; ect. Psychster Inc.
  • 30. Impact for business-customer relationship FB involvement shown to increase customer activity FB gives businesses instant customer feedback Dholakia & Durham, 2010 Pantano, Tavernise, & Viassone, 2010 Psychster Inc.
  • 31. Impact for student-faculty relationship  Students predicted a positive classroom environment and high motivation when a teacher shared more personal information on his or her Facebook profile page  But other literature warns of being seen as “creepy”  only 4% of users’ wall posting refer to education, and the vast majority of students report not contacting university staff for any reason  A thorough review of this area exists (Hew, 2011) Lipka, 2007; Madge, Meek, Wellens, & Hooley, 2009 ; Mazer, Murphy, & Simonds, 2009; Selwyn, 2009 Psychster Inc.
  • 32. Impact for business-employee relationship Evaluating job candidates on Facebook? Employers can inadvertently learn about a candidate’s marital status, age, and other off- limits info These are topics that are not legal bases for hiring decisions according to equal opportunity laws in the United States Karl, Peluchette, & Schlaegel, 2010a, 2010b; Kluemper & Rosen, 2009 Psychster Inc.
  • 33. Impact for business-employee relationship Some applicants are judged with disproportionate severity when they post inappropriate material. Ex. females typically judged more harshly Takeaways: a) Don’t post inappropriate material on FB b) Employers may be open to discrimination lawsuits Psychster Inc.
  • 34. Tension across social spheres on FB? Users’ friends on Facebook often include overlapping social groups (e.g., family, friends, employers) Does this overlap cause tension? Users implement a number of strategies to mitigate tension Lampinen et al., 2009 Psychster Inc.
  • 35. 5. Why are people disclosing personal information on Facebook despite potential risks? Research on privacy and personal information disclosure was the focus of 75 articles (18%) in our review. Facebook is only as good as the content that users share Motivation to promote sharing  Balanced with concern for privacy Psychster Inc.
  • 36. Privacy perception studies  Over 50% of participants provided their current address and 40% of participants provided their phone number, but only a handful of individuals changed the highly permissive privacy settings  Awareness of privacy and security issues had increased over time  But a disparity between users’ privacy concerns and behavior Ex. 16% of respondents who reported being “very worried” about the possibility that a stranger knew where they lived and the location of their classes still revealed both pieces of information on their Facebook profile Acquisti & Gross, 2006 Psychster Inc.
  • 37. The privacy paradox Privacy concerns were primarily determined by the perceived likelihood of a privacy violation and much less by the expected damage Privacy concerns and disclosure were not negatively correlated, suggesting that they may not be two ends of the same spectrum but independent behaviors influenced by different aspects of personality Krasnova, Kolesnikova, & Guenther, 2009; Christofides et al., 2009; McKnight, Lankton, & Tripp, 2011 Psychster Inc.
  • 38. The privacy paradox An influence of social learning on information disclosure New members were closely monitoring and adapting to what their friends were doing and that the experiences in the first 2 weeks predicted long-term sharing. Psychster Inc.
  • 39. CONCLUSIONS 1. Who is using Facebook and what are users doing while on Facebook? 2. Why do people use Facebook? 3. How are people presenting themselves on Facebook? 4. How is Facebook affecting relationships among groups and individuals? 5. Why are people disclosing personal information on Facebook despite potential risks? Psychster Inc.
  • 40. Continuing Research Facebook represents a fundamental shift in the role of the Internet in daily life Research has been revealing but much remains to be discovered We are maintaining a website that provides researchers with a rolling bibliography of Facebook articles. Facebookinthesocialsciences.org Psychster Inc.
  • 41. Useful Links Bibliography of social networking sites - maintained by danah boyd: http://www.danah.org/researchBibs/sns.php Facebook Data Team website: http://www.facebook.com/data FB Data Team’s most recent publications. http://www.facebook.com/data/app_190322544333196 The Facebook Project – A great general resource site http://www.thefacebookproject.com/about/index.html Internet Research Ethics - A resource on best practice internet research methods and ethical considerations: http://internetresearchethics.org/ World distribution stats of Facebook users: http://www.internetworldstats.com/facebook.htm Psychster Inc.
  • 42. Robert Wilson Thank you! Washington University in St. Louis Info: http://facebookinthesocialsciences.org/ Paper: Your school library or http://pps.sagepub.com/content/7/3/203 Recording: http://psychster.com Psychster Labs: info@psychster.com @Psychster Psychster Inc.

Hinweis der Redaktion

  1. # at the end of March 2012. active = win the last month526 million daily active users on average in March 2012On average more than 300 million photos uploaded to Facebook per day in the three months ended March 31, 2012. 80% of our monthly active users are outside the U.S. and Canada.
  2. Why? Because at the very least FB can help with communication.
  3. Completed 1/1/12For the sake of clarity we placed each article in the category that was most relevant
  4. 80% of users are outside USOriginally targeting college students, the fastest growing demographic is users over 34
  5. Founded in 2008Sociologists, psychologists; stats background Facebook has assembled the most incredible dataset in the history of the world.Likely you’ve helped contribute to this datasetdrive informed decisions in areas critical to the success of the company.Basic research Influence how Facebook can help advertisers and the world (ahhh social engineering!)
  6. Granovetter, Boston mailed letter a) meaningany two people were on average separated by no more than fourintermediate connections; further, the degrees of freedom separatingusers is shrinking as Facebook grows;  users’friends were most likely to be of a similar age and from thesame country;
  7. providing baseline information on demographic patterns and time-use trendsthat can inform future studies of Facebook activity.
  8. Dunbar, 1998. In many nonhuman primate species, physical groomingplays a significant role in maintaining social bonds and promotinggroup stability. In humans, Dunbar has suggestedthat seemingly superfluous acts like gossip and small talkserve a similar social grooming role.
  9. A 2010survey of 1,193 participants found correlational evidence thatusers who engaged in directed interaction with others, such asleaving wall posts or messaging friends, reported loweredfeelings of loneliness and increased feelings of social capital(Burke et al., 2010). However, users who predominantly spenttime on Facebook passively viewing friends’ content, such asstatus updates and photos, without actively engaging in interactionreported feelings of increased loneliness and reducedsocial capital (Burke et al., 2010). Complementing these findings,a separate study measured the physiological indicators ofemotion by observing participants who browsed Facebook inan undirected manner for 5 min while in a lab setting. Theresearchers found that users who engaged in extractive socialsearching (e.g., directed clicking on a friends’ profiles) showedgreater physiological evidence of pleasure than users whobrowsed passively (e.g., undirected viewing of the news feed;Wise, Alhabash, & Park, 2010). Together, these studies demonstratethat a complex relationship exists between differingtypes of user engagement and the consequent benefits gainedfrom Facebook use.
  10. Users create profile, but also influence of others acting on a profile
  11. Accuracy criterion = (consisting of the participants’ self-ratings and ratingsof the participant by multiple informants who knew the participants offline)Other research has supportedthis finding, concluding that although some self-enhancementmay occur, profile owners are generally portraying a fairlyaccurate representation of their offline identity
  12. although narcissists presented an idealized online profile, independent raterssaw through the deception and accurately judged the profile authors as narcissisticMention role of cultural norms, different countries, age groups, ethnicitiesGermans vs. U.S. Inappropriate content
  13. observers’ impressions of Facebook users are also affected by the user’s number of friends and the characteristics of friends, especially those who write on the wall of the useruserswith walls where the posts were left by attractive people were judged to be more attractive than those very same users when the same posts were left by unattractive usersSUM: these studies demonstrate that friend characteristics provide indirect yet meaningful contributions to perceived profile identity
  14. the use of detailed privacy controls to limit the access of certain friends, choosing more privatecommunication channels for certain information (e.g., messagingrather than posting on others’ walls), and self-censoringpotentially problematic content