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Posting our Hearts Out,
    Understanding Online Self-Disclosure for Better Designs




Javier Velasco M.
School of Information and Library Science
The University of North Carolina at Chapel Hill
Agenda
The Problem

The Survey Study

The Model

Future Work

Design Implications
My questions
Are there differences in intimacy for different
computer-mediated communication tools?

Does this reflect on our communication behavior?

What drives people’s online self-disclosure?

Does design have a role on this?

       Can we influence this behavior with our designs?
The Problem


Experienced adults - including early adopters of social
media - publishing intimate information in public spaces
 Non-directed self-disclosure

 (Stefanone & Jang, 2008 ; Rosenfeld & Kendrick, 1984)
181 Followers
2435 Followers
1514 Followers
Benefits & Risks of Self-disclosure


Benefits                                 Risks
 Catharsis                               Rejection
 Self-clarification                       Negative impression
 Self-validation                         Loss of control
 Reciprocity                             Hurting others
 Impression formation
 Relationship maintenance & formation
 Moral obligation
 Social Influence
 Self-defense


                                                     Adler, Rosenfeld & Proctor, 2010
The Survey Study
Research Questions

For the given population:

Are there differences in perceived intimacy for a set of popular
CMC tools?

Does tool intimacy relate to self-disclosure?

How does this differ between people?
Self-Disclosure (SD) is central to interpersonal
relationships

SD is reciprocal

SD can help ill people feel better

Conversational partner is critical for SD

People treat computers & media as social actors

Computer interfaces yield more SD than paper
surveys and face-to-face conversations

Social Media tools are creating changes in privacy
boundary management processes

Social Media support non-directed SD

Privacy of CMC tool is related to SD for intimate
topics only




 Altman & Taylor, 1973; Frattaroli, 2006; Frye & Dornisch,
 2010; Joinson, 2004; Jourard, 1958; Jourard, 1959; Palen &
 Dourish, 2003; Reeves & Naas, 1997; Rheingold, 1996;
 Rosenfeld & Kendrick, 1984; Stefanone & Jang, 2008;
 Walther, 1996.
Questions
Used in the last month

        Email - IM - Blogs - Facebook - Twitter




For each Tool

        Experience

        Expertise

        Frequency

        # People

        Tool Intimacy
For Each Tool: How Likely are you to Share?

        Mood

        Family

        Politics

        Health



Scenario Intimacy



Psychometrics

        General Self-disclosure Scale

        Private Self-consciousness

        Public Self-consciousness
Demographics

           Gender

           Age

           Education

           Work Experience

           Country (current, origin)




Thanks!

$100 Gift Card?
Oh, wait!
       IRB


Institutional Review Board
Recruitment

   Week 1
      Twitter, 2x day
      Facebook, 1x day
      Blog post, 1
      Email invite
            Information Architecture Institute
            Interaction Design Association
            UNC Opt-in Mass Mailing List


   Week 2
      Twitter, lot less
      Facebook, about once
      “Influentials”
      “Share the link” on final page
      Email reminder
            Information Architecture Institute
            Interaction Design Association
The Sample            Total N=1274
                      Analysis N=1092

Countries of origin
                           County       People      Percent
                           USA           617        57.08%
                           Chile         246        22.76%
                           Argentina      23         2.13%
                           Canada         22         2.04%
                           Mexico         21         1.94%
                           Australia      15         1.39%
                           India          15         1.39%
                           Colombia       11         1.02%
                           China          10          0.93%
                           Brazil          9         0.83%

                           Top 10 of 53 represented countries
The Sample
               Demographics


                                      Education: M = 17.10 Years


                                    Work Experience: M= 9.99 Years
Participants




                                           60.7% = Women


                                       45% = Design or Study of
                                         Information Systems


                    Age: M =33.56
The Sample
   Tool Usage



          Participants




                         100% 81%       41%    85%    62%




                         Email    IM    Blog Facebok Twitter
         Mean
         Years    14.5           11.1   5.7    4.0    2.5
         Experience
Results
           Tool Intimacy
Intimacy
Results
Scenario Intimacy
Results
            OSD x Tools / Scenarios
Likely to Share
Results: OSD Regression
  Tool
Intimacy













0.212***
(0.01)

  Scenario
Intimacy








‐0.266***
(0.01)


  Tool
Experience











0.028***
(0.00)

  Tool
Frequency












0.325***
(0.01)

  Tool
Expertise












0.037



(0.02)

  Tool
Audience













0.000**

(0.00)

  

  Gen.
Self‐Disc.











0.015*


(0.01)

  Private
Self‐Cons.








0.021***
(0.00)

  Public
Self‐Cons.









0.021***
(0.00)


  Sex
(1=F)

















0.225***
(0.03)

  Age























0.005



(0.00)

  Education
















‐0.004



(0.00)

  Work
Experience










‐0.015***
(0.00)

  USA
or
Chile
(1)










0.175***
(0.05)

  Constant


















0.672***
(0.20)


  *
p<0.05,
**
p<0.01,
***
p<0.001,
(std
dev)
The Model
                 Personal




                     Online
                Self-disclosure




Technological                     Social
The Model


Personal
Catharsis (Jourard, 1964; Rosenfeld & Kendrick, 1984)
Loneliness (Leung, 2002)
Self-esteem (Joinson, 2004)
Impression Management (De Souza & Nick, 2004)
Physical Context (Stefanone, Jang & Claes, 2009)
Gender
Work Experience
The Model


Social
Reciprocity (Boyd, 2008; Joinson, 2001; Moon, 2000)
Intended Audience (Gibbs, Ellison & Heino, 2006;
Stefanone & Jang, 2008)
Relationship Maintenance (Boyd, 2006; Stefanone &
Jang, 2008; Krasnova et al., 2010)
Environment Norms (Boyd, 2008)
Cultural Norms (Diaz-Peralta, 2003)
The Model



Technological
Relative Anonymity (Rheingold, 1993; Joinson, 2001b; Christopherson, 2006; Tanis &
Postmes, 2007; Bargh, McKenna & Fitzimons, 2002, Mesch & Becker, 2010)
Social Response (Reeves & Nass, 1996)
Frequency of Use (Rau et al, 2008; Frye & Dornisch, 2010; Mesch & Becker, 2010, my study)
Tool Privacy (Krasnova et al., 2010; Stutzman, Capra & Thompson 2011)
Interface Design (Sagolla, 2009)
Future Work
Interviews:

       Why are people doing this?

       Whom are they thinking of?

       How does it make them feel?

Experience Sampling:

       Why are people doing this?

       Whom are they thinking of?

       How does it make them feel?

Experiment:

       Role of interface on (heuristic/reflective) behavior
Design
Implications
Thank you!
Javier Velasco M.
jvelasco@unc.edu
Twitter @mantruc



Special thanks to
Rob Capra,
Fred Stutzman
& Gary Marchionini



Also thanks to my team of Pre-testers

Survey funded by
- 2009 IA Institute Progress Grant
- NSF Grant IIS 0812363
Questions?

   The Problem

   The Survey Study

   The Model

   Future Work

   Design Implications



                         Javier Velasco M.
                         jvelasco@unc.edu
                         Twitter @mantruc

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Posting Our Hearts Out

  • 1. Posting our Hearts Out, Understanding Online Self-Disclosure for Better Designs Javier Velasco M. School of Information and Library Science The University of North Carolina at Chapel Hill
  • 2.
  • 3. Agenda The Problem The Survey Study The Model Future Work Design Implications
  • 4. My questions Are there differences in intimacy for different computer-mediated communication tools? Does this reflect on our communication behavior? What drives people’s online self-disclosure? Does design have a role on this? Can we influence this behavior with our designs?
  • 5. The Problem Experienced adults - including early adopters of social media - publishing intimate information in public spaces Non-directed self-disclosure (Stefanone & Jang, 2008 ; Rosenfeld & Kendrick, 1984)
  • 9. Benefits & Risks of Self-disclosure Benefits Risks Catharsis Rejection Self-clarification Negative impression Self-validation Loss of control Reciprocity Hurting others Impression formation Relationship maintenance & formation Moral obligation Social Influence Self-defense Adler, Rosenfeld & Proctor, 2010
  • 11. Research Questions For the given population: Are there differences in perceived intimacy for a set of popular CMC tools? Does tool intimacy relate to self-disclosure? How does this differ between people?
  • 12. Self-Disclosure (SD) is central to interpersonal relationships SD is reciprocal SD can help ill people feel better Conversational partner is critical for SD People treat computers & media as social actors Computer interfaces yield more SD than paper surveys and face-to-face conversations Social Media tools are creating changes in privacy boundary management processes Social Media support non-directed SD Privacy of CMC tool is related to SD for intimate topics only Altman & Taylor, 1973; Frattaroli, 2006; Frye & Dornisch, 2010; Joinson, 2004; Jourard, 1958; Jourard, 1959; Palen & Dourish, 2003; Reeves & Naas, 1997; Rheingold, 1996; Rosenfeld & Kendrick, 1984; Stefanone & Jang, 2008; Walther, 1996.
  • 13. Questions Used in the last month Email - IM - Blogs - Facebook - Twitter For each Tool Experience Expertise Frequency # People Tool Intimacy
  • 14. For Each Tool: How Likely are you to Share? Mood Family Politics Health Scenario Intimacy Psychometrics General Self-disclosure Scale Private Self-consciousness Public Self-consciousness
  • 15. Demographics Gender Age Education Work Experience Country (current, origin) Thanks! $100 Gift Card?
  • 16. Oh, wait! IRB Institutional Review Board
  • 17. Recruitment Week 1 Twitter, 2x day Facebook, 1x day Blog post, 1 Email invite Information Architecture Institute Interaction Design Association UNC Opt-in Mass Mailing List Week 2 Twitter, lot less Facebook, about once “Influentials” “Share the link” on final page Email reminder Information Architecture Institute Interaction Design Association
  • 18.
  • 19. The Sample Total N=1274 Analysis N=1092 Countries of origin County People Percent USA 617 57.08% Chile 246 22.76% Argentina 23 2.13% Canada 22 2.04% Mexico 21 1.94% Australia 15 1.39% India 15 1.39% Colombia 11 1.02% China 10 0.93% Brazil 9 0.83% Top 10 of 53 represented countries
  • 20. The Sample Demographics Education: M = 17.10 Years Work Experience: M= 9.99 Years Participants 60.7% = Women 45% = Design or Study of Information Systems Age: M =33.56
  • 21. The Sample Tool Usage Participants 100% 81% 41% 85% 62% Email IM Blog Facebok Twitter Mean Years 14.5 11.1 5.7 4.0 2.5 Experience
  • 22. Results Tool Intimacy Intimacy
  • 24. Results OSD x Tools / Scenarios Likely to Share
  • 25. Results: OSD Regression Tool
Intimacy













0.212***
(0.01)
 Scenario
Intimacy








‐0.266***
(0.01)
 Tool
Experience











0.028***
(0.00)
 Tool
Frequency












0.325***
(0.01)
 Tool
Expertise












0.037



(0.02)
 Tool
Audience













0.000**

(0.00)
 
 Gen.
Self‐Disc.











0.015*


(0.01)
 Private
Self‐Cons.








0.021***
(0.00)
 Public
Self‐Cons.









0.021***
(0.00)
 Sex
(1=F)

















0.225***
(0.03)
 Age























0.005



(0.00)
 Education
















‐0.004



(0.00)
 Work
Experience










‐0.015***
(0.00)
 USA
or
Chile
(1)










0.175***
(0.05)
 Constant


















0.672***
(0.20)
 *
p<0.05,
**
p<0.01,
***
p<0.001,
(std
dev)
  • 26. The Model Personal Online Self-disclosure Technological Social
  • 27. The Model Personal Catharsis (Jourard, 1964; Rosenfeld & Kendrick, 1984) Loneliness (Leung, 2002) Self-esteem (Joinson, 2004) Impression Management (De Souza & Nick, 2004) Physical Context (Stefanone, Jang & Claes, 2009) Gender Work Experience
  • 28. The Model Social Reciprocity (Boyd, 2008; Joinson, 2001; Moon, 2000) Intended Audience (Gibbs, Ellison & Heino, 2006; Stefanone & Jang, 2008) Relationship Maintenance (Boyd, 2006; Stefanone & Jang, 2008; Krasnova et al., 2010) Environment Norms (Boyd, 2008) Cultural Norms (Diaz-Peralta, 2003)
  • 29. The Model Technological Relative Anonymity (Rheingold, 1993; Joinson, 2001b; Christopherson, 2006; Tanis & Postmes, 2007; Bargh, McKenna & Fitzimons, 2002, Mesch & Becker, 2010) Social Response (Reeves & Nass, 1996) Frequency of Use (Rau et al, 2008; Frye & Dornisch, 2010; Mesch & Becker, 2010, my study) Tool Privacy (Krasnova et al., 2010; Stutzman, Capra & Thompson 2011) Interface Design (Sagolla, 2009)
  • 30. Future Work Interviews: Why are people doing this? Whom are they thinking of? How does it make them feel? Experience Sampling: Why are people doing this? Whom are they thinking of? How does it make them feel? Experiment: Role of interface on (heuristic/reflective) behavior
  • 32. Thank you! Javier Velasco M. jvelasco@unc.edu Twitter @mantruc Special thanks to Rob Capra, Fred Stutzman & Gary Marchionini Also thanks to my team of Pre-testers Survey funded by - 2009 IA Institute Progress Grant - NSF Grant IIS 0812363
  • 33. Questions? The Problem The Survey Study The Model Future Work Design Implications Javier Velasco M. jvelasco@unc.edu Twitter @mantruc