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Social Media
Users' Privacy
Expectations
& the Ethics
of Using Their Data
by Third Parties
Anatoliy Gruzd Jenna Jacobson Jacquelyn Burkell Joanne McNeish Anabel Quan-Haase
@gruzd @jacobsonjenna @Profpaper @anabelquanhaase
1
Outline
1. Introduction
2. Invited
Panelists
3. Q&A
2B
users
800M
users
300M
users
Growth of Social Media Data
@gruzd
The State
of Social
Media in
Canada
(Gruzd, Jacobson, Mai, & Dubois, 2018)
Social Media Data Stewardship
Social Media Data + Data Stewardship =
processes related to all aspects of managing social media data including
Collection Storage Analysis Publishing Reuse Preservation
@gruzd
http://socialmediadata.org
Social Media Data Stewardship
Social Media Data + Data Stewardship =
processes related to all aspects of managing social media data including
Collection Storage Analysis Publishing Reuse Preservation
@gruzd
Ethical Considerations
http://socialmediadata.org
Ethical Considerations For
Researchers
Research more ‘acceptable’ if:
• “it’s going to a good cause”
• “morally right”
• “general public good”
• non-profit or academic
Social media users care about data quality,
accuracy, representation.
Special consideration when studying
sensitive topics and vulnerable groups
(e.g., minors, the deceased, mental health).
(Golder et al. 2017)
Ethical Considerations For
Third Parties
• Gruzd & Hernández-García. (2018). Privacy
Concerns and Self-Disclosure in Private and
Public Uses of Social Media. Cyberpsychology,
Behavior, and Social Networking 21(7), 418–428.
• Dubois, Gruzd, & Jacobson. (2018). Journalists’
Use of Social Media to Infer Public Opinion:
The Citizens’ Perspective. Social Science
Computer Review.
• Jacobson & Gruzd. (2018). Employers’ Use of
Young People’s Social Media: Extending
Stakeholder Theory to Social Media Data. In
Academy of Management Proceedings (Vol.
2018, p. 18217).
Survey of Online Adults in Canada
• Academic researcher
• Marketer
• Financial institution
• Employer
• Journalist
• Government
• Legal professional
• …
• Credit check
• Insurance claim
• Public health
monitoring
• Law enforcement
• Political polling
• Suicide prevention
• Tenant application
review
• …
• Posting frequency
• Location
• Photos
• Posts
• Topics
• Sentiment
• Communication
network
• Friends’ list
• …
Who Why What data
@jacobsonjenna
(Gruzd, Jacobson, Mai, & Dubois, 2018)
Examples of Social
Media Data Use
Banks
Who
Determine
credit score
Why
Aggregated
data
What data
http://uk.businessinsider.com/yasaman-hadjibashi-at-barclays-africa-banks-
using-big-data-and-social-media-2016-9@jacobsonjenna
Examples of Social
Media Data Use
Security
Agency
Who
Identify real
or potential
threats
Why
Location-
based
information
What data
https://www.forbes.com/sites/kalevleetaru/2016/10/12/geofeedia-is-just-the-tip-
of-the-iceberg-the-era-of-social-surveillence/#10b6941a40e2@jacobsonjenna
Examples of Social
Media Data Use
Car
insurance
company
Who
Price car
insurance
Why
Facebook
posts and
likes
What data
https://www.theguardian.com/technology/2016/nov/02/admiral-to-price-car-
insurance-based-on-facebook-posts@jacobsonjenna
Examples of Social
Media Data Use
Cambridge
Analytica
Who
Political
targeted ad
campaigns
Why
Facebook
user data
What data
https://www.theguardian.com/news/series/cambridge-analytica-files
@jacobsonjenna
Comfort by
Third Party
How comfortable would
you be if one of the
following entities
accessed information
about you or posted by
you publicly on social
media?
% Uncomfortable
@jacobsonjenna
$
Comfort by
DataType
How comfortable
would you be if a third
party accessed the
following information
about you or posted by
you publicly on social
media?
% Uncomfortable
@jacobsonjenna
KeyTakeaways
•Social media research ethics = not a ”one size fits all”
framework
•Privacy varies across uses, users, and data types
•Ethical considerations for researchers using publicly
available social media data
@jacobsonjenna
1. Introduction
2. Invited
Panelists
3. Q&A
Outline
Invited Panelists
Jacquelyn
Burkell
Associate
Professor,
Western U
Joanne
McNeish
Associate
Professor,
Ryerson U
Anabel
Quan-Haase
Professor,
Western U
Jacquelyn Burkell
Complicating Privacy Attitudes
Burkell and Fortier 2014
Study Purpose: to measure change in Facebook
user attitudes and behaviour toward privacy after
exposure to Data Selfie intervention
Method: 214 Facebook users from large urban
Canadian university
Results:
• Use of Data Selfie increased privacy concerns
about organizations and other users
• Increase in privacy concern was especially
pronounced in those who completed study before
Cambridge Analytica scandal
• When Data Selfie was perceived to be an accurate
and useful tool, information privacy-protective
responses (IPPR) increased
• Change in privacy concern, number of social media
accounts, and exposure to Cambridge Analytica
scandal did not predict users’ engagement in IPPR
Knowledge May Not Be Power:
The Difficult Job of Changing Facebook Users’ Behaviour
@Profpaper (Gruzd, McNeish, Dahoah Halevi, & Phillips, Under Review).
Examples of social privacy concerns
mentioned by our participants
Examples of institutional
privacy concerns noted by our
study participants
Examples of legitimacy privacy
concerns expressed by our study
participants
• Losing control of one’s information
and how it might be used
• Giving out too much information
• Not wanting the whole world
knowing everything; what one is
doing, location, personal things
happening, etc.
• Not wanting people knowing
harmless things about one
• Not wanting people knowing what
is going on
• Exposing oneself
• Organizations collecting
information about one
• Organizations having one’s
information–donation,
adverting, marketing,
political, insurance
organizations
• Organizations passing one’s
name and information to
someone else
• Organizations selling one’s
information
• Government checking one’s
Facebook
• Being scammed
• Unsolicited mail, junk mail or spam
• Being hacked
• Identity theft
• Stealing one’s knowledge
• Unauthorized/illegal access to one’s
bank account
• Unauthorized/illegal access to one’s
credit card numbers (compromise of
credit card number)
• Stealing one’s credit card numbers
• Virus/cookies
• Wire tapping/surveillance
• Intellectual property
Types of Privacy Concerns of EastYork Older Adults (N=40)
@anabelquanhaase
1. Introduction
2. Invited
Panelists
3. Q&A
Outline
Social Media
Users' Privacy
Expectations
& the Ethics
of Using Their Data
by Third Parties
Anatoliy Gruzd Jenna Jacobson Jacquelyn Burkell Joanne McNeish Anabel Quan-Haase
@gruzd @jacobsonjenna @Profpaper @anabelquanhaase
25
#SMSociety
400+ Authors
250+ Attendees
28 Countries

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Roundtable: Social Media Users' Privacy Expectations & the Ethics of Using Their Data by Third Parties

  • 1. Social Media Users' Privacy Expectations & the Ethics of Using Their Data by Third Parties Anatoliy Gruzd Jenna Jacobson Jacquelyn Burkell Joanne McNeish Anabel Quan-Haase @gruzd @jacobsonjenna @Profpaper @anabelquanhaase 1
  • 4. The State of Social Media in Canada (Gruzd, Jacobson, Mai, & Dubois, 2018)
  • 5. Social Media Data Stewardship Social Media Data + Data Stewardship = processes related to all aspects of managing social media data including Collection Storage Analysis Publishing Reuse Preservation @gruzd http://socialmediadata.org
  • 6. Social Media Data Stewardship Social Media Data + Data Stewardship = processes related to all aspects of managing social media data including Collection Storage Analysis Publishing Reuse Preservation @gruzd Ethical Considerations http://socialmediadata.org
  • 7. Ethical Considerations For Researchers Research more ‘acceptable’ if: • “it’s going to a good cause” • “morally right” • “general public good” • non-profit or academic Social media users care about data quality, accuracy, representation. Special consideration when studying sensitive topics and vulnerable groups (e.g., minors, the deceased, mental health). (Golder et al. 2017)
  • 8. Ethical Considerations For Third Parties • Gruzd & Hernández-García. (2018). Privacy Concerns and Self-Disclosure in Private and Public Uses of Social Media. Cyberpsychology, Behavior, and Social Networking 21(7), 418–428. • Dubois, Gruzd, & Jacobson. (2018). Journalists’ Use of Social Media to Infer Public Opinion: The Citizens’ Perspective. Social Science Computer Review. • Jacobson & Gruzd. (2018). Employers’ Use of Young People’s Social Media: Extending Stakeholder Theory to Social Media Data. In Academy of Management Proceedings (Vol. 2018, p. 18217).
  • 9. Survey of Online Adults in Canada • Academic researcher • Marketer • Financial institution • Employer • Journalist • Government • Legal professional • … • Credit check • Insurance claim • Public health monitoring • Law enforcement • Political polling • Suicide prevention • Tenant application review • … • Posting frequency • Location • Photos • Posts • Topics • Sentiment • Communication network • Friends’ list • … Who Why What data @jacobsonjenna (Gruzd, Jacobson, Mai, & Dubois, 2018)
  • 10. Examples of Social Media Data Use Banks Who Determine credit score Why Aggregated data What data http://uk.businessinsider.com/yasaman-hadjibashi-at-barclays-africa-banks- using-big-data-and-social-media-2016-9@jacobsonjenna
  • 11. Examples of Social Media Data Use Security Agency Who Identify real or potential threats Why Location- based information What data https://www.forbes.com/sites/kalevleetaru/2016/10/12/geofeedia-is-just-the-tip- of-the-iceberg-the-era-of-social-surveillence/#10b6941a40e2@jacobsonjenna
  • 12. Examples of Social Media Data Use Car insurance company Who Price car insurance Why Facebook posts and likes What data https://www.theguardian.com/technology/2016/nov/02/admiral-to-price-car- insurance-based-on-facebook-posts@jacobsonjenna
  • 13. Examples of Social Media Data Use Cambridge Analytica Who Political targeted ad campaigns Why Facebook user data What data https://www.theguardian.com/news/series/cambridge-analytica-files @jacobsonjenna
  • 14. Comfort by Third Party How comfortable would you be if one of the following entities accessed information about you or posted by you publicly on social media? % Uncomfortable @jacobsonjenna
  • 15. $ Comfort by DataType How comfortable would you be if a third party accessed the following information about you or posted by you publicly on social media? % Uncomfortable @jacobsonjenna
  • 16. KeyTakeaways •Social media research ethics = not a ”one size fits all” framework •Privacy varies across uses, users, and data types •Ethical considerations for researchers using publicly available social media data @jacobsonjenna
  • 19. Jacquelyn Burkell Complicating Privacy Attitudes Burkell and Fortier 2014
  • 20. Study Purpose: to measure change in Facebook user attitudes and behaviour toward privacy after exposure to Data Selfie intervention Method: 214 Facebook users from large urban Canadian university Results: • Use of Data Selfie increased privacy concerns about organizations and other users • Increase in privacy concern was especially pronounced in those who completed study before Cambridge Analytica scandal • When Data Selfie was perceived to be an accurate and useful tool, information privacy-protective responses (IPPR) increased • Change in privacy concern, number of social media accounts, and exposure to Cambridge Analytica scandal did not predict users’ engagement in IPPR Knowledge May Not Be Power: The Difficult Job of Changing Facebook Users’ Behaviour @Profpaper (Gruzd, McNeish, Dahoah Halevi, & Phillips, Under Review).
  • 21. Examples of social privacy concerns mentioned by our participants Examples of institutional privacy concerns noted by our study participants Examples of legitimacy privacy concerns expressed by our study participants • Losing control of one’s information and how it might be used • Giving out too much information • Not wanting the whole world knowing everything; what one is doing, location, personal things happening, etc. • Not wanting people knowing harmless things about one • Not wanting people knowing what is going on • Exposing oneself • Organizations collecting information about one • Organizations having one’s information–donation, adverting, marketing, political, insurance organizations • Organizations passing one’s name and information to someone else • Organizations selling one’s information • Government checking one’s Facebook • Being scammed • Unsolicited mail, junk mail or spam • Being hacked • Identity theft • Stealing one’s knowledge • Unauthorized/illegal access to one’s bank account • Unauthorized/illegal access to one’s credit card numbers (compromise of credit card number) • Stealing one’s credit card numbers • Virus/cookies • Wire tapping/surveillance • Intellectual property Types of Privacy Concerns of EastYork Older Adults (N=40) @anabelquanhaase
  • 23. Social Media Users' Privacy Expectations & the Ethics of Using Their Data by Third Parties Anatoliy Gruzd Jenna Jacobson Jacquelyn Burkell Joanne McNeish Anabel Quan-Haase @gruzd @jacobsonjenna @Profpaper @anabelquanhaase 25