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Understanding Users'
Privacy Motivations and
Behaviors in Online Spaces
Jessica Vitak
College of Information Studies, University of Maryland
Human Computer Interaction Lab (HCIL) Brown Bag Talk | 3/27/14
jvitak@umd.edu | @jvitak
@Norebbo
What words and images
come to mind when you
think of privacy?
2
Flickr: Ewan-M
Flickr: paulk
Flickr: fajalar
Flickr: boston_public_library
6
Flickr: sentience
Privacy should not be viewed as
ALL or NOTHING
but rather along a
CONTINUUM
8
So how do we balance our desire for
privacy with the desire to share
personal information?
9
To understand privacy, context matters. 10
Privacy in context: Multiple European countries sued
Google over Street View for perceived privacy violations
11
Selective self-presentation: We highlight certain
aspects of our identities and minimize others; this
varies based on audience (see work by Erving Goffman)
12
13
The Facebook Effect: Context Collapse
Paul Adams (2010)
Privacy Settings:
Help or Hindrance?
14
15
Source:MattMcKeon
16
Source:MattMcKeon
17
Source:MattMcKeon
18
Source:MattMcKeon
19
Source:MattMcKeon
20
Source:MattMcKeon
To what extent can you
shape your self-
presentation in systems
categorized by flattened
networks?
To what extent have these
new social systems
reshaped our understanding
of & norms around privacy?
21
Flickr: eyemage
22
Audience
(Who comprises
my network?)
Disclosure
(What do I disclose &
with whom?)
Privacy
(What are my concerns
about sharing? How do I
manage my privacy?)
Study 1 (Vitak, 2012): The role of network
composition and privacy on disclosure practices
23
AUDIENCE
Network Size
Network Diversity
PRIVACY
SETTTINGS
H1
H3
H4
SOCIAL CAPITAL
Bridging
Bonding
H5 H6
PRIVACY
CONCERNS
H2
Audience Size: # of friends
Audience Diversity: # of
distinct friend groups
Privacy Settings: Use of Friend
Lists feature (17% of sample)
Privacy Concerns: concerns
related to posting content
Disclosures:
-Amount: frequency of
posting
-Intentionality: conscious
thought behind posting
DISCLOSURES:
Amount
Intentionality
Study 1 (Vitak, 2012): The role of network
composition and privacy on disclosure practices
24
AUDIENCE
Network Size
Network Diversity
DISCLOSURES:
Amount
Intentionality
PRIVACY
SETTTINGS
H1
H3
H4
SOCIAL CAPITAL
Bridging
Bonding
H5 H6
PRIVACY
CONCERNS
H2
As networks grow
larger and more
diverse, users make
more disclosures
and those
disclosures are
characterized by
higher
intentionality.
Study 1 (Vitak, 2012): The role of network
composition and privacy on disclosure practices
25
AUDIENCE
Network Size
Network Diversity
DISCLOSURES:
Amount
Intentionality
PRIVACY
SETTTINGS
H1
H3
H4
SOCIAL CAPITAL
Bridging
Bonding
H5 H6
PRIVACY
CONCERNS
H2
As a user’s privacy
concerns increase,
the amount of
disclosures
decrease, and the
conscious intention
increases.
Study 1 (Vitak, 2012): The role of network
composition and privacy on disclosure practices
26
AUDIENCE
Network Size
Network Diversity
DISCLOSURES:
Amount
Intentionality
PRIVACY
SETTTINGS
H1
H3
H4
SOCIAL CAPITAL
Bridging
Bonding
H5 H6
PRIVACY
CONCERNS
H2
Users who employed
Friend Lists to segment
their networks were
more intentional in
their posts.
Posts to Friend Lists
were more honest,
intimate, detailed, and
sincere than updates to
their whole network.
Study 1 (Vitak, 2012): The role of network
composition and privacy on disclosure practices
27
AUDIENCE
Network Size
Network Diversity
DISCLOSURES:
Amount
Intentionality
PRIVACY
SETTTINGS
H1
H3
H4
SOCIAL CAPITAL
Bridging
Bonding
H5 H6
PRIVACY
CONCERNS
H2
Users who
employed Friend
Lists had larger and
more diverse
networks than
those who didn’t
use Lists.
Study 2 (Vitak & Kim, 2014): Impact of FB
Affordances on Disclosures & Privacy Practices
User-Identified Goals
Social approval
Social Control
Intimacy
Identity Clarification
Relief of Distress
Digital Diary
User-Identified Risks
Social rejection
Hurt feelings
Reduction of integrity
Loss of control
Affordance-based risks
28
See Omarzu (2000) and Baxter and Montgomery (1996) for research on
disclosure goals and risks.
Study 2 (Vitak & Kim, 2014): Impact of FB
Affordances on Disclosures & Privacy Practices
User-Identified Goals
Social approval
Social Control
Intimacy
Identity Clarification
Relief of Distress
Digital Diary
User-Identified Risks
Social rejection
Hurt feelings
Reduction of integrity
Loss of control
Affordance-based risks
29
See Omarzu (2000) and Baxter and Montgomery (1996) for research on
disclosure goals and risks.
Study 2 (Vitak & Kim, 2014): Impact of
Facebook’s Affordances on Disclosure Practices
Risk Management Strategies
1. Network regulation
2. Targeted disclosures
3. Self-censorship
4. Content regulation
30
I’m communicating to people from all walks of my life, and I want to make
sure that what I’m putting out there is appropriate for everybody that’s going to see
it. And so I do have that moment of censoring everything before I put it to make
sure, ‘Oh yeah, there’s these people seeing it.’
Study 3 (Vitak et al., under review): Balancing
audience & privacy tensions on Facebook
Conceptualizing “friendship” online.
31
Facebook network
(range 82-1600)
“Actual” friends
(range 10-1000)
What is a Facebook Friend?
A known social connection.
What is an actual friend?
 Someone I’d have over to my
house for dinner.
 Communicates with more
frequently.
 Communicates with through a
variety of channels.
Study 3 (Vitak et al., under review): Balancing
audience & privacy tensions on Facebook
Relationship between audience & privacy concerns.
Two primary categories:
1. Concerns related to existing
Friends (often managed by
high self-monitoring)
2. Concerns related to audiences
outside immediate network
(e.g., potential employers)
32
“I’m very, very aware that whatever
gets out cannot be brought back. It’s
kind of a Pandora’s box. So I’m
concerned that personal information
that I would not want out in public
would somehow get released.”
Where to next?
People are wired to engage in reactive-based
strategies when it comes to managing their
privacy and self-presentation.
33
We need to reboot
users’ cognitive
processes around
privacy & disclosure.
Flickr: nixter
This is already underway…
Privacy “nudges” help remind people of their
options on various sites.
34
From Facebook’s Privacy Team – See Slate article by Will Oremus
…but more needs to be done.
Our understanding of networked privacy is still limited.
35
Mental Framework for
Understanding Privacy in
Online Settings
Influenced by:
• Norms
• Age
• Other demographics
• Network composition on given site
• Privacy efficacy
• Previous privacy-related
experiences
How We Act Online
Includes:
• What we disclose
• Who we interact with
• The sites we use
• How we use those sites
• If/how we engage with sites'
privacy settings
…but more needs to be done.
Extra attention needs to be
paid to specific populations.
1. Young people (teens &
pre-teens)
2. Older adults
3. Those with low
media/computer literacy
36Flickr: jessycat_techie
…but more needs to be done.
Focus on education & behavioral change.
1. Intervention focused on increasing digital
literacy & privacy management knowledge.
2. Intervention focused on inducing behavioral
change by reducing reactive privacy
management in favor of more proactive
behaviors.
37
Questions & comments are always welcome!
Thanks!
Jessica Vitak
Assistant Professor, iSchool
jvitak@umd.edu | @jvitak
38

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Understanding Users' Privacy Motivations and Behaviors in Online Spaces

  • 1. Understanding Users' Privacy Motivations and Behaviors in Online Spaces Jessica Vitak College of Information Studies, University of Maryland Human Computer Interaction Lab (HCIL) Brown Bag Talk | 3/27/14 jvitak@umd.edu | @jvitak @Norebbo
  • 2. What words and images come to mind when you think of privacy? 2
  • 8. Privacy should not be viewed as ALL or NOTHING but rather along a CONTINUUM 8
  • 9. So how do we balance our desire for privacy with the desire to share personal information? 9
  • 10. To understand privacy, context matters. 10
  • 11. Privacy in context: Multiple European countries sued Google over Street View for perceived privacy violations 11
  • 12. Selective self-presentation: We highlight certain aspects of our identities and minimize others; this varies based on audience (see work by Erving Goffman) 12
  • 13. 13 The Facebook Effect: Context Collapse Paul Adams (2010)
  • 14. Privacy Settings: Help or Hindrance? 14
  • 21. To what extent can you shape your self- presentation in systems categorized by flattened networks? To what extent have these new social systems reshaped our understanding of & norms around privacy? 21 Flickr: eyemage
  • 22. 22 Audience (Who comprises my network?) Disclosure (What do I disclose & with whom?) Privacy (What are my concerns about sharing? How do I manage my privacy?)
  • 23. Study 1 (Vitak, 2012): The role of network composition and privacy on disclosure practices 23 AUDIENCE Network Size Network Diversity PRIVACY SETTTINGS H1 H3 H4 SOCIAL CAPITAL Bridging Bonding H5 H6 PRIVACY CONCERNS H2 Audience Size: # of friends Audience Diversity: # of distinct friend groups Privacy Settings: Use of Friend Lists feature (17% of sample) Privacy Concerns: concerns related to posting content Disclosures: -Amount: frequency of posting -Intentionality: conscious thought behind posting DISCLOSURES: Amount Intentionality
  • 24. Study 1 (Vitak, 2012): The role of network composition and privacy on disclosure practices 24 AUDIENCE Network Size Network Diversity DISCLOSURES: Amount Intentionality PRIVACY SETTTINGS H1 H3 H4 SOCIAL CAPITAL Bridging Bonding H5 H6 PRIVACY CONCERNS H2 As networks grow larger and more diverse, users make more disclosures and those disclosures are characterized by higher intentionality.
  • 25. Study 1 (Vitak, 2012): The role of network composition and privacy on disclosure practices 25 AUDIENCE Network Size Network Diversity DISCLOSURES: Amount Intentionality PRIVACY SETTTINGS H1 H3 H4 SOCIAL CAPITAL Bridging Bonding H5 H6 PRIVACY CONCERNS H2 As a user’s privacy concerns increase, the amount of disclosures decrease, and the conscious intention increases.
  • 26. Study 1 (Vitak, 2012): The role of network composition and privacy on disclosure practices 26 AUDIENCE Network Size Network Diversity DISCLOSURES: Amount Intentionality PRIVACY SETTTINGS H1 H3 H4 SOCIAL CAPITAL Bridging Bonding H5 H6 PRIVACY CONCERNS H2 Users who employed Friend Lists to segment their networks were more intentional in their posts. Posts to Friend Lists were more honest, intimate, detailed, and sincere than updates to their whole network.
  • 27. Study 1 (Vitak, 2012): The role of network composition and privacy on disclosure practices 27 AUDIENCE Network Size Network Diversity DISCLOSURES: Amount Intentionality PRIVACY SETTTINGS H1 H3 H4 SOCIAL CAPITAL Bridging Bonding H5 H6 PRIVACY CONCERNS H2 Users who employed Friend Lists had larger and more diverse networks than those who didn’t use Lists.
  • 28. Study 2 (Vitak & Kim, 2014): Impact of FB Affordances on Disclosures & Privacy Practices User-Identified Goals Social approval Social Control Intimacy Identity Clarification Relief of Distress Digital Diary User-Identified Risks Social rejection Hurt feelings Reduction of integrity Loss of control Affordance-based risks 28 See Omarzu (2000) and Baxter and Montgomery (1996) for research on disclosure goals and risks.
  • 29. Study 2 (Vitak & Kim, 2014): Impact of FB Affordances on Disclosures & Privacy Practices User-Identified Goals Social approval Social Control Intimacy Identity Clarification Relief of Distress Digital Diary User-Identified Risks Social rejection Hurt feelings Reduction of integrity Loss of control Affordance-based risks 29 See Omarzu (2000) and Baxter and Montgomery (1996) for research on disclosure goals and risks.
  • 30. Study 2 (Vitak & Kim, 2014): Impact of Facebook’s Affordances on Disclosure Practices Risk Management Strategies 1. Network regulation 2. Targeted disclosures 3. Self-censorship 4. Content regulation 30 I’m communicating to people from all walks of my life, and I want to make sure that what I’m putting out there is appropriate for everybody that’s going to see it. And so I do have that moment of censoring everything before I put it to make sure, ‘Oh yeah, there’s these people seeing it.’
  • 31. Study 3 (Vitak et al., under review): Balancing audience & privacy tensions on Facebook Conceptualizing “friendship” online. 31 Facebook network (range 82-1600) “Actual” friends (range 10-1000) What is a Facebook Friend? A known social connection. What is an actual friend?  Someone I’d have over to my house for dinner.  Communicates with more frequently.  Communicates with through a variety of channels.
  • 32. Study 3 (Vitak et al., under review): Balancing audience & privacy tensions on Facebook Relationship between audience & privacy concerns. Two primary categories: 1. Concerns related to existing Friends (often managed by high self-monitoring) 2. Concerns related to audiences outside immediate network (e.g., potential employers) 32 “I’m very, very aware that whatever gets out cannot be brought back. It’s kind of a Pandora’s box. So I’m concerned that personal information that I would not want out in public would somehow get released.”
  • 33. Where to next? People are wired to engage in reactive-based strategies when it comes to managing their privacy and self-presentation. 33 We need to reboot users’ cognitive processes around privacy & disclosure. Flickr: nixter
  • 34. This is already underway… Privacy “nudges” help remind people of their options on various sites. 34 From Facebook’s Privacy Team – See Slate article by Will Oremus
  • 35. …but more needs to be done. Our understanding of networked privacy is still limited. 35 Mental Framework for Understanding Privacy in Online Settings Influenced by: • Norms • Age • Other demographics • Network composition on given site • Privacy efficacy • Previous privacy-related experiences How We Act Online Includes: • What we disclose • Who we interact with • The sites we use • How we use those sites • If/how we engage with sites' privacy settings
  • 36. …but more needs to be done. Extra attention needs to be paid to specific populations. 1. Young people (teens & pre-teens) 2. Older adults 3. Those with low media/computer literacy 36Flickr: jessycat_techie
  • 37. …but more needs to be done. Focus on education & behavioral change. 1. Intervention focused on increasing digital literacy & privacy management knowledge. 2. Intervention focused on inducing behavioral change by reducing reactive privacy management in favor of more proactive behaviors. 37
  • 38. Questions & comments are always welcome! Thanks! Jessica Vitak Assistant Professor, iSchool jvitak@umd.edu | @jvitak 38

Hinweis der Redaktion

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