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Personality
perceptions on
Facebook
Marina Ferrer López

Course: HCDE 516
Experimental Research
Methods
This is ME
Am I a sociable person?
Or may be not?
I am confused now…
Question
   Do you have a different perception of
    people´s personality based on different brand
    contents of your Facebook wall ?
   Are those difference significant enough?

                    Sample
    1 Ind. Variable: Link of user-generated video
     about 4 different brands

    5 Dep. Variable: Big 5 Personality traits:

    100 participants, 25 people for each video
 sampling
1

2


3

4
Dependent Variable
 21questions – 5point scale (1strongly
 disagree to 5strongly agree)

 Hi_Disciplined_Low_Casual
 Hi_Abstract_Low_Concrete
 Hi_Neurotic_Low_Unemotional
 Hi_Cooperative_Low_Competitive
 Hi_Extraverted_Low_Introverted
Multivariate analysis of variance
           (MANOVA)
      There     is a significance effect of the Ind.
            Variables on all the Dep. Variables as a group
                                           Multivariate Tests(c)

Effect                             Value       F                Hypothesis df     Error df             Sig.

Intercept     Pillai's Trace           0.997       5547.110a              5.000               92.000          .000

              Wilks' Lambda            0.003       5547.110a              5.000               92.000          .000

              Hotelling's Trace     301.473        5547.110a              5.000               92.000          .000

              Roy's Largest Root    301.473        5547.110a              5.000               92.000          .000

Video         Pillai's Trace           0.338            2.384            15.000              282.000          .003

              Wilks' Lambda            0.696            2.381            15.000              254.373          .003

              Hotelling's Trace        0.391            2.361            15.000              272.000          .003


              Roy's Largest Root       0.201           3.772b             5.000               94.000          .004
Comparison of the means
      Windows ADS          android       iphone         windows




                                         e Hi_Disciplined_Low_Casual



                                         d Hi_Abstract_Low_Concrete



                                         c Hi_Neurotic_Low_Unemotional



                                         b Hi_Cooperative_Low_Competitive



                                         a Hi_Extraverted_Low_Introverted



5        4         3         2       1
Average mean on a 5 point scale
Test between subject effects
Univariate effect of the videos on each of the different DVs


  Hi_Disciplined_Low_Casual and versions of Videos are
   significant different
F (3) = 4.106 p< .01

  Hi_Abstract_Low_Concrete and versions of Videos are
   significant
F (3) = 1.984 p< . 121

  Hi_Extraverted_Low_Introverted and versions of Videos are
   significant
F (3) = 1.931 p< .130
•   Android (3.53) and windows
Hi_Disciplined_Low_Casual                             phone (3.09) p = .001. (Mean
                                                      difference of .4400)
                                                  •   Android (3.53) and Windows
                                                      ADV (3.2) p = .013 (Mean
                                                      difference of .3300)
      android                                     •   Android (3.53) and iphone
                                                      (3.26) p = .041 (Mean
                                                      difference of .2700)

       iphone
                                                             windows phone
                                                             windows ad

   windows ad                                                iphone
                                                             android



windows phone


                2           3             4             5
          Average mean on a 5 point scale: 1 = Casual I 5 = Disciplined
•   Windows (3.208) and iphone
                                                   (3.09) p= .028. (Mean
Hi_Abstract_Low_Concrete                           difference of -.3440)




 windows ad

    android                                              windows
                                                         iphone
     iphone                                              android
                                                         windows ad
   windows


              2            3           4           5

                  Average mean on a 5 point scale: 1 = Concrete I 5 = Abstract
•   Windows ADV (3.25) and
                                                   windows (3.62) p= .001. (Mean
                                                   difference of -.3700)
                                               •   Windows ADV (3.25) and
Hi_Extraverted_Low_Introverted                     iphone (3.58) p = .063
                                               •   Windows ADV (3.25) and
                                                   android (3.58) p = .063


 windows ad

     android                                              windows
                                                          iphone
     iphone                                               android
                                                          windows ad
    windows


               2           3           4            5
               Average mean on a 5 point scale: 1 = Introverted I 5 = Extrovert
Conclusion
   Yes, there is a different perception of people´s
    personality when they see different brands on
    a user/generated video on the Facebook
    wall

   People who saw GoogleAndroid evaluated
    that person as more disciplined

   People who saw Iphone evaluated that
    person as more abstract/ open than Windows.

   People who saw the video post
    (windows, iphone or android) evaluated that
    person as more extroverted than if you didn’t
    see it.
Which Facebook content do you think that give more
       accurate information about your personality?


                  your wall post

                        Pictures

 Links or videos that you posted

    pages/groups that you like

Your personal information page

         comments in your wall

                         Events
                                                                            Means
Games and apps that you play

                  Right side ads



                                   1       2         3         4        5
                                   Average mean on a Likert 5 point scale
Which Facebook content will you
    consider as an advertisement?
             Sponsored ads. on the right side

 Recommended brands that your friends liked…

              Videos about a brand/product

                             Link to websites

User-generated videos about a brand/product

                             Apps or games

                      pages/groups you like
                                                                    Means
                                      Events

  brand mentions in your comments or in your …

                                  Questions

                        personal information

                                Your pictures



                                                1   2   3   4   5
                     Average mean on a 5 point scale
Thank You
See you on Facebook
@marinaferrerlo
www.marinaferrerlo.com

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Personality Perceptions on Facebook

  • 1. Personality perceptions on Facebook Marina Ferrer López Course: HCDE 516 Experimental Research Methods
  • 2. This is ME Am I a sociable person?
  • 3. Or may be not?
  • 4. I am confused now…
  • 5. Question  Do you have a different perception of people´s personality based on different brand contents of your Facebook wall ?  Are those difference significant enough? Sample  1 Ind. Variable: Link of user-generated video about 4 different brands  5 Dep. Variable: Big 5 Personality traits:  100 participants, 25 people for each video
  • 8. Dependent Variable  21questions – 5point scale (1strongly disagree to 5strongly agree)  Hi_Disciplined_Low_Casual  Hi_Abstract_Low_Concrete  Hi_Neurotic_Low_Unemotional  Hi_Cooperative_Low_Competitive  Hi_Extraverted_Low_Introverted
  • 9. Multivariate analysis of variance (MANOVA)  There is a significance effect of the Ind. Variables on all the Dep. Variables as a group Multivariate Tests(c) Effect Value F Hypothesis df Error df Sig. Intercept Pillai's Trace 0.997 5547.110a 5.000 92.000 .000 Wilks' Lambda 0.003 5547.110a 5.000 92.000 .000 Hotelling's Trace 301.473 5547.110a 5.000 92.000 .000 Roy's Largest Root 301.473 5547.110a 5.000 92.000 .000 Video Pillai's Trace 0.338 2.384 15.000 282.000 .003 Wilks' Lambda 0.696 2.381 15.000 254.373 .003 Hotelling's Trace 0.391 2.361 15.000 272.000 .003 Roy's Largest Root 0.201 3.772b 5.000 94.000 .004
  • 10. Comparison of the means Windows ADS android iphone windows e Hi_Disciplined_Low_Casual d Hi_Abstract_Low_Concrete c Hi_Neurotic_Low_Unemotional b Hi_Cooperative_Low_Competitive a Hi_Extraverted_Low_Introverted 5 4 3 2 1 Average mean on a 5 point scale
  • 11. Test between subject effects Univariate effect of the videos on each of the different DVs  Hi_Disciplined_Low_Casual and versions of Videos are significant different F (3) = 4.106 p< .01  Hi_Abstract_Low_Concrete and versions of Videos are significant F (3) = 1.984 p< . 121  Hi_Extraverted_Low_Introverted and versions of Videos are significant F (3) = 1.931 p< .130
  • 12. Android (3.53) and windows Hi_Disciplined_Low_Casual phone (3.09) p = .001. (Mean difference of .4400) • Android (3.53) and Windows ADV (3.2) p = .013 (Mean difference of .3300) android • Android (3.53) and iphone (3.26) p = .041 (Mean difference of .2700) iphone windows phone windows ad windows ad iphone android windows phone 2 3 4 5 Average mean on a 5 point scale: 1 = Casual I 5 = Disciplined
  • 13. Windows (3.208) and iphone (3.09) p= .028. (Mean Hi_Abstract_Low_Concrete difference of -.3440) windows ad android windows iphone iphone android windows ad windows 2 3 4 5 Average mean on a 5 point scale: 1 = Concrete I 5 = Abstract
  • 14. Windows ADV (3.25) and windows (3.62) p= .001. (Mean difference of -.3700) • Windows ADV (3.25) and Hi_Extraverted_Low_Introverted iphone (3.58) p = .063 • Windows ADV (3.25) and android (3.58) p = .063 windows ad android windows iphone iphone android windows ad windows 2 3 4 5 Average mean on a 5 point scale: 1 = Introverted I 5 = Extrovert
  • 15. Conclusion  Yes, there is a different perception of people´s personality when they see different brands on a user/generated video on the Facebook wall  People who saw GoogleAndroid evaluated that person as more disciplined  People who saw Iphone evaluated that person as more abstract/ open than Windows.  People who saw the video post (windows, iphone or android) evaluated that person as more extroverted than if you didn’t see it.
  • 16. Which Facebook content do you think that give more accurate information about your personality? your wall post Pictures Links or videos that you posted pages/groups that you like Your personal information page comments in your wall Events Means Games and apps that you play Right side ads 1 2 3 4 5 Average mean on a Likert 5 point scale
  • 17. Which Facebook content will you consider as an advertisement? Sponsored ads. on the right side Recommended brands that your friends liked… Videos about a brand/product Link to websites User-generated videos about a brand/product Apps or games pages/groups you like Means Events brand mentions in your comments or in your … Questions personal information Your pictures 1 2 3 4 5 Average mean on a 5 point scale
  • 18. Thank You See you on Facebook @marinaferrerlo www.marinaferrerlo.com