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What’s on your mind?
Measuring Expressive Behavior on
Facebook
By: Jennifer L. Kalchik and Abby M. Taylor
CN 498 – Research Methods
WHY FACEBOOK?
RESEARCH QUESTION
 Are adult females ages 18-29 more likely to report
that they are more expressive in their verbal
messages/posts and personal images on Facebook
compared to males?
EXPRESSIVE BEHAVIOR
ON FACEBOOK
Sending
messages
to friends
EXPRESSIVE BEHAVIOR
ON FACEBOOK
Posting a
message on a
friend’s wall
Updating
your
Facebook
status
EXPRESSIVE BEHAVIOR
ON FACEBOOK
Commenting
or liking
status
updates and
photos
EXPRESSIVE BEHAVIOR
ON FACEBOOK
Posting or
tagging
photos
EXPRESSIVE BEHAVIOR
ON FACEBOOK
LET’S TAKE A QUICK
POLL!
SIGNIFICANCE OF THE
RESEARCH
 “Tell us what’s on your mind” taken too seriously
 Expand academic knowledge of Facebook
 Too much information shared online can be
annoying, & possibly dangerous
 Expressive behavior lacks explanation for why
people are posting their feelings, opinions, or
images
RELEVANT LITERATURE
 Facebook is a social networking site
 Facebook is also a business
 Facebook allows users to express themselves
 Users may experience less inhibition online
 Having information on a profile leaves users open
to considerable risk
 H1: In adults ages 18-
29, females are more
likely to report that
they are more
expressive in their
verbal messages/posts
and personal images on
Facebook compared to
males.
 H0: In adults ages 18-
29, there is no
relationship between
biological sex and the
likelihood to report
expressive behavior on
Facebook.
Research
Hypothesis
Null Hypothesis
RESEARCH DESIGN
 Participants voluntarily took the survey if:
 They were at least 18 years of age
 They had a Facebook account
 Survey link posted on personal Facebook profiles,
and The Moose
 Not limited to Aquinas Community
 Multiple choice, Likert-scale, & open ended
questions
SUBJECTS
 Males (N = 20)
 Females (N = 107)
 M = 27.2 years old
 Min – 18 years old
 Max – 68 years old
 Range – 50
Biological Sex Age
PILOT STUDY CHANGES
 How many Facebook friends do you have?
 Provided an interval range to select answer
 What is your primary reason for using Facebook?
 Check all that apply
 Do you avoid certain topics on Facebook because
you know it will cause jealousy or anger with your
Facebook friends?
 Anger
T-TEST RESULTS
 Biological sex by privacy importance on Facebook
 (t=2.97, df = 125, cv = 1.66, p>0.5)
 Significant
 Responses coded on a scale:
 1 (very unimportant)
 2 (somewhat unimportant)
 3 (not particularly important or unimportant)
 4 (somewhat important)
 5 (very important)
 Women (M=4.33)
 Men (M=3.60)
CHI-SQUARE TESTS
 Primary reason for using Facebook
 To maintain relationships
 To pass the time
 For entertainment
 To gain a sense of community
 No Relationship
CHI-SQUARE TESTS
 Biological sex by exaggeration of self on their
Facebook profile
 (x2=.03, df=1, cv=3.84, p>.05)
 No Relationship
 Biological sex by how they perceived exaggerated
information on their friend’s Facebook profiles
 (x2=.003, df=1, cv=3.84, p>.05)
 No Relationship
CHI-SQUARE TESTS
 Biological sex by envious feelings on Facebook
 (x2=.33, df=3, cv=7.82, p>.05)
 No Relationship
 Biological sex by arguments on Facebook
 (x2=.80, df=2, cv=5.99, p>.05)
 No Relationship
 Biological sex by topic avoidance on Facebook
 (x2=5.75, df=3, cv=7.82, p>.05)
 No Relationship
 H1: In adults ages 18-
29, females are more
likely to report that
they are more
expressive in their
verbal messages/posts
and personal images on
Facebook compared to
males.
 H0: In adults ages 18-
29, there is no
relationship between
biological sex and the
likelihood to report
expressive behavior on
Facebook.
Research
Hypothesis
Null Hypothesis
POST HOC
 Biological sex by number of friends on Facebook
 (x2=14.76, df=6, cv=12.59, p<0.5)
 Significant
 50% of the males (n=20) reported having 801-2,000+
Facebook friends
 16% of the females (n=107) reported this
POST HOC
 Correlations
 The amount an individual posted about themselves
on Facebook & the level of expressive behavior
 (r=.55, df=126, cv=.25, p<.005)
 Significant
 The amount an individual posted about themselves
on Facebook & the importance of a Facebook
relationship status
 (r=.322, df=126, cv=.25, p<.005)
 Significant
RELEVANCE OF RESULTS
 Women viewed their privacy on Facebook as either
somewhat important or very important compared to
men
 Biological sex does not determine the primary
reason individuals use Facebook
 Biological sex does not determine if a person
chooses to exaggerate information online
 Biological sex does not determine topic avoidance
or likelihood of arguments on Facebook
LIMITATIONS
 Subjects obtained via convenience sample
 Small number of males
 84% female and 16% male participants
 Large range of participants according to age
 Self-reported
FURTHER RESEARCH
 Continue academic research on Facebook
 Survey either:
 Females and Males 18-29 years old only
 OR
 Females only
 Compare biological sex with a different variable
 Politics or religions
QUESTIONS?
Tell us what’s on your mind!

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Expressive Behavior on Facebook

  • 1. What’s on your mind? Measuring Expressive Behavior on Facebook By: Jennifer L. Kalchik and Abby M. Taylor CN 498 – Research Methods
  • 3. RESEARCH QUESTION  Are adult females ages 18-29 more likely to report that they are more expressive in their verbal messages/posts and personal images on Facebook compared to males?
  • 5. EXPRESSIVE BEHAVIOR ON FACEBOOK Posting a message on a friend’s wall
  • 9. LET’S TAKE A QUICK POLL!
  • 10. SIGNIFICANCE OF THE RESEARCH  “Tell us what’s on your mind” taken too seriously  Expand academic knowledge of Facebook  Too much information shared online can be annoying, & possibly dangerous  Expressive behavior lacks explanation for why people are posting their feelings, opinions, or images
  • 11. RELEVANT LITERATURE  Facebook is a social networking site  Facebook is also a business  Facebook allows users to express themselves  Users may experience less inhibition online  Having information on a profile leaves users open to considerable risk
  • 12.  H1: In adults ages 18- 29, females are more likely to report that they are more expressive in their verbal messages/posts and personal images on Facebook compared to males.  H0: In adults ages 18- 29, there is no relationship between biological sex and the likelihood to report expressive behavior on Facebook. Research Hypothesis Null Hypothesis
  • 13. RESEARCH DESIGN  Participants voluntarily took the survey if:  They were at least 18 years of age  They had a Facebook account  Survey link posted on personal Facebook profiles, and The Moose  Not limited to Aquinas Community  Multiple choice, Likert-scale, & open ended questions
  • 14. SUBJECTS  Males (N = 20)  Females (N = 107)  M = 27.2 years old  Min – 18 years old  Max – 68 years old  Range – 50 Biological Sex Age
  • 15. PILOT STUDY CHANGES  How many Facebook friends do you have?  Provided an interval range to select answer  What is your primary reason for using Facebook?  Check all that apply  Do you avoid certain topics on Facebook because you know it will cause jealousy or anger with your Facebook friends?  Anger
  • 16. T-TEST RESULTS  Biological sex by privacy importance on Facebook  (t=2.97, df = 125, cv = 1.66, p>0.5)  Significant  Responses coded on a scale:  1 (very unimportant)  2 (somewhat unimportant)  3 (not particularly important or unimportant)  4 (somewhat important)  5 (very important)  Women (M=4.33)  Men (M=3.60)
  • 17. CHI-SQUARE TESTS  Primary reason for using Facebook  To maintain relationships  To pass the time  For entertainment  To gain a sense of community  No Relationship
  • 18. CHI-SQUARE TESTS  Biological sex by exaggeration of self on their Facebook profile  (x2=.03, df=1, cv=3.84, p>.05)  No Relationship  Biological sex by how they perceived exaggerated information on their friend’s Facebook profiles  (x2=.003, df=1, cv=3.84, p>.05)  No Relationship
  • 19. CHI-SQUARE TESTS  Biological sex by envious feelings on Facebook  (x2=.33, df=3, cv=7.82, p>.05)  No Relationship  Biological sex by arguments on Facebook  (x2=.80, df=2, cv=5.99, p>.05)  No Relationship  Biological sex by topic avoidance on Facebook  (x2=5.75, df=3, cv=7.82, p>.05)  No Relationship
  • 20.  H1: In adults ages 18- 29, females are more likely to report that they are more expressive in their verbal messages/posts and personal images on Facebook compared to males.  H0: In adults ages 18- 29, there is no relationship between biological sex and the likelihood to report expressive behavior on Facebook. Research Hypothesis Null Hypothesis
  • 21. POST HOC  Biological sex by number of friends on Facebook  (x2=14.76, df=6, cv=12.59, p<0.5)  Significant  50% of the males (n=20) reported having 801-2,000+ Facebook friends  16% of the females (n=107) reported this
  • 22. POST HOC  Correlations  The amount an individual posted about themselves on Facebook & the level of expressive behavior  (r=.55, df=126, cv=.25, p<.005)  Significant  The amount an individual posted about themselves on Facebook & the importance of a Facebook relationship status  (r=.322, df=126, cv=.25, p<.005)  Significant
  • 23. RELEVANCE OF RESULTS  Women viewed their privacy on Facebook as either somewhat important or very important compared to men  Biological sex does not determine the primary reason individuals use Facebook  Biological sex does not determine if a person chooses to exaggerate information online  Biological sex does not determine topic avoidance or likelihood of arguments on Facebook
  • 24. LIMITATIONS  Subjects obtained via convenience sample  Small number of males  84% female and 16% male participants  Large range of participants according to age  Self-reported
  • 25. FURTHER RESEARCH  Continue academic research on Facebook  Survey either:  Females and Males 18-29 years old only  OR  Females only  Compare biological sex with a different variable  Politics or religions