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Factor Structure of the Cybersex Motives Questionnaire

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1 Factor Structure of the Cybersex Motives Questionnaire
PD Stéphane Rothen PhD Psych, MSc Stat Elisabeth Franc Prof. Yasser Khazaal Prof. Daniele Zullino

2 Internet is widely used for sexual activities and pornography.
Rationale Internet is widely used for sexual activities and pornography. Little is known about the reasons why people are looking for meetings and sexual interactions through the Internet.

3 Objectives The goal of the study was to adapt the Gambling Motives Questionnaire for cybersex use and to validate its structure

4 Methods Online sample 191 subjects PCA Cronbach’s alpha
Among the 531 subjects who clicked on the link to the study, 400 gave their consent to participate. After removing cases with missing value on the GMQ questionnaire, 191 subjects were included in the analyses. Hokusai

5 Sample % % 16 69

6 16 69 Sample Celibate In relationship Heterosexual Married Homosexual
% In relationship % Married % % % Heterosexual % Homosexual 11 5.9% Bisexual % 16 69 Age range was between 16 and 69 years old, with the median at 32. Males were older than females (t-test: 36.1 vs respectively, t=2.7, df=159, p<0.01). There were no statistical association between gender and sexual orientation.

7 GMQ As a way to celebrate To relax Because you like the feeling
Because it’s what most of your friends do when you get together To forget your worries Because it’s exciting To be sociable Because you feel more self confident or sure of yourself To get a “high” feeling Because it is something I do on special occasions Because it helps when you are feeling nervous or depressed Because it’s fun Because it makes a social gathering more enjoyable To cheer up when you’re in a bad mood Because it makes you feel good GMQ

8 Enhancement Motives Subscale
As a way to celebrate To relax Because you like the feeling Because it’s what most of your friends do when you get together To forget your worries Because it’s exciting To be sociable Because you feel more self confident or sure of yourself To get a “high” feeling Because it is something I do on special occasions Because it helps when you are feeling nervous or depressed Because it’s fun Because it makes a social gathering more enjoyable To cheer up when you’re in a bad mood Because it makes you feel good GMQ Enhancement Motives Subscale

9 Social Motives Subscale
As a way to celebrate To relax Because you like the feeling Because it’s what most of your friends do when you get together To forget your worries Because it’s exciting To be sociable Because you feel more self confident or sure of yourself To get a “high” feeling Because it is something I do on special occasions Because it helps when you are feeling nervous or depressed Because it’s fun Because it makes a social gathering more enjoyable To cheer up when you’re in a bad mood Because it makes you feel good GMQ Social Motives Subscale

10 Coping Motives Subscale
As a way to celebrate To relax Because you like the feeling Because it’s what most of your friends do when you get together To forget your worries Because it’s exciting To be sociable Because you feel more self confident or sure of yourself To get a “high” feeling Because it is something I do on special occasions Because it helps when you are feeling nervous or depressed Because it’s fun Because it makes a social gathering more enjoyable To cheer up when you’re in a bad mood Because it makes you feel good GMQ Coping Motives Subscale

11 Cybersex MQ As a way to celebrate To relax
Because you like the feeling Because it’s what most of your friends do when you get together To forget your worries Because it’s exciting To be sociable Because you feel more self confident or sure of yourself To get a “high” feeling Because it is something I do on special occasions Because it helps when you are feeling nervous or depressed Because it’s fun Because it makes a social gathering more enjoyable To cheer up when you’re in a bad mood Because it makes you feel good Cybersex MQ

12 Cybersex MQ As a way to celebrate To relax
Because you like the feeling Because it’s what most of your friends do when you get together To forget your worries Because it’s exciting To be sociable Because you feel more self confident or sure of yourself To get a “high” feeling Because it is something I do on special occasions Because it helps when you are feeling nervous or depressed Because it’s fun Because it makes a social gathering more enjoyable To cheer up when you’re in a bad mood Because it makes you feel good Cybersex MQ

13 Cybersex MQ To get entertained To relax Because you like the feeling
Because it’s what most of your friends do when you get together To forget your worries Because it’s exciting To be sociable Because you feel more self confident or sure of yourself To get a “high” feeling Because it is something I do on special occasions Because it helps when you are feeling nervous or depressed Because it’s fun Because it makes a social gathering more enjoyable To cheer up when you’re in a bad mood Because it makes you feel good Cybersex MQ

14 Cybersex MQ To get entertained To relax Because you like the feeling
Because it’s what most of your friends do when you get together To forget your worries Because it’s exciting To be sociable Because you feel more self confident or sure of yourself To get a “high” feeling Because it is something I do on special occasions Because it helps when you are feeling nervous or depressed Because it’s fun Because it makes a social gathering more enjoyable To cheer up when you’re in a bad mood Because it makes you feel good Cybersex MQ

15 Cybersex MQ To get entertained To relax Because you like the feeling
Because it’s what most of your friends do when you get together To forget your worries Because it’s exciting To be sociable Because you feel more self confident or sure of yourself To get a “high” feeling Because it is something I do on special occasions Because it helps when you are feeling nervous or depressed Because it’s fun Because it makes a social gathering more enjoyable To cheer up when you’re in a bad mood Because it makes you feel good Cybersex MQ

16 Cybersex MQ To get entertained To relax Because I like the feeling
Because it’s what most of your friends do when you get together To forget your worries Because it’s exciting To be sociable Because you feel more self confident or sure of yourself To get a “high” feeling Because it is something I do on special occasions Because it helps when you are feeling nervous or depressed Because it’s fun Because it makes a social gathering more enjoyable To cheer up when you’re in a bad mood Because it makes you feel good Cybersex MQ

17 Cybersex MQ To get entertained To relax Because I like the feeling
Because it’s what most of your friends do when you get together To forget your worries Because it’s exciting To be sociable Because you feel more self confident or sure of yourself To get a “high” feeling Because it is something I do on special occasions Because it helps when you are feeling nervous or depressed Because it’s fun Because it makes a social gathering more enjoyable To cheer up when you’re in a bad mood Because it makes you feel good Cybersex MQ

18 Cybersex MQ To get entertained To relax Because I like the feeling
Because I need to exchange with other people To forget your worries Because it’s exciting To be sociable Because you feel more self confident or sure of yourself To get a “high” feeling Because it is something I do on special occasions Because it helps when you are feeling nervous or depressed Because it’s fun Because it makes a social gathering more enjoyable To cheer up when you’re in a bad mood Because it makes you feel good Cybersex MQ

19 Cybersex MQ To get entertained To relax Because I like the feeling
Because I need to exchange with other people To forget your worries Because it’s exciting To be sociable Because you feel more self confident or sure of yourself To get a “high” feeling Because it is something I do on special occasions Because it helps when you are feeling nervous or depressed Because it’s fun Because it makes a social gathering more enjoyable To cheer up when you’re in a bad mood Because it makes you feel good Cybersex MQ

20 Cybersex MQ To get entertained To relax Because I like the feeling
Because I need to exchange with other people In order to forget my problems or worries Because it’s exciting To be sociable Because you feel more self confident or sure of yourself To get a “high” feeling Because it is something I do on special occasions Because it helps when you are feeling nervous or depressed Because it’s fun Because it makes a social gathering more enjoyable To cheer up when you’re in a bad mood Because it makes you feel good Cybersex MQ

21 Cybersex MQ To get entertained To relax Because I like the feeling
Because I need to exchange with other people In order to forget my problems or worries Because it’s exciting To be sociable Because you feel more self confident or sure of yourself To get a “high” feeling Because it is something I do on special occasions Because it helps when you are feeling nervous or depressed Because it’s fun Because it makes a social gathering more enjoyable To cheer up when you’re in a bad mood Because it makes you feel good Cybersex MQ

22 Cybersex MQ To get entertained To relax Because I like the feeling
Because I need to exchange with other people In order to forget my problems or worries Because it’s exciting To be sociable Because you feel more self confident or sure of yourself To get a “high” feeling Because it is something I do on special occasions Because it helps when you are feeling nervous or depressed Because it’s fun Because it makes a social gathering more enjoyable To cheer up when you’re in a bad mood Because it makes you feel good Cybersex MQ

23 Cybersex MQ To get entertained To relax Because I like the feeling
Because I need to exchange with other people In order to forget my problems or worries Because it’s exciting For being sociable and appreciated by others Because you feel more self confident or sure of yourself To get a “high” feeling Because it is something I do on special occasions Because it helps when you are feeling nervous or depressed Because it’s fun Because it makes a social gathering more enjoyable To cheer up when you’re in a bad mood Because it makes you feel good Cybersex MQ

24 Cybersex MQ To get entertained To relax Because I like the feeling
Because I need to exchange with other people In order to forget my problems or worries Because it’s exciting For being sociable and appreciated by others Because you feel more self confident or sure of yourself To get a “high” feeling Because it is something I do on special occasions Because it helps when you are feeling nervous or depressed Because it’s fun Because it makes a social gathering more enjoyable To cheer up when you’re in a bad mood Because it makes you feel good Cybersex MQ

25 Cybersex MQ To get entertained To relax Because I like the feeling
Because I need to exchange with other people In order to forget my problems or worries Because it’s exciting For being sociable and appreciated by others For feeling confident about myself and upgrading my self estimation To get a “high” feeling Because it is something I do on special occasions Because it helps when you are feeling nervous or depressed Because it’s fun Because it makes a social gathering more enjoyable To cheer up when you’re in a bad mood Because it makes you feel good Cybersex MQ

26 Cybersex MQ To get entertained To relax Because I like the feeling
Because I need to exchange with other people In order to forget my problems or worries Because it’s exciting For being sociable and appreciated by others For feeling confident about myself and upgrading my self estimation To get a “high” feeling Because it is something I do on special occasions Because it helps when you are feeling nervous or depressed Because it’s fun Because it makes a social gathering more enjoyable To cheer up when you’re in a bad mood Because it makes you feel good Cybersex MQ

27 Cybersex MQ To get entertained To relax Because I like the feeling
Because I need to exchange with other people In order to forget my problems or worries Because it’s exciting For being sociable and appreciated by others For feeling confident about myself and upgrading my self estimation To get a “high” feeling Because it is something I do on special occasions Because it helps when you are feeling nervous or depressed Because it’s fun Because it makes a social gathering more enjoyable To cheer up when you’re in a bad mood Because it makes you feel good Cybersex MQ

28 Cybersex MQ To get entertained To relax Because I like the feeling
Because I need to exchange with other people In order to forget my problems or worries Because it’s exciting For being sociable and appreciated by others For feeling confident about myself and upgrading my self estimation To get a “high” feeling For masturbation Because it helps when you are feeling nervous or depressed Because it’s fun Because it makes a social gathering more enjoyable To cheer up when you’re in a bad mood Because it makes you feel good Cybersex MQ

29 Cybersex MQ To get entertained To relax Because I like the feeling
Because I need to exchange with other people In order to forget my problems or worries Because it’s exciting For being sociable and appreciated by others For feeling confident about myself and upgrading my self estimation To get a “high” feeling For masturbation Because it helps when you are feeling nervous or depressed Because it’s fun Because it makes a social gathering more enjoyable To cheer up when you’re in a bad mood Because it makes you feel good Cybersex MQ

30 Cybersex MQ To get entertained To relax Because I like the feeling
Because I need to exchange with other people In order to forget my problems or worries Because it’s exciting For being sociable and appreciated by others For feeling confident about myself and upgrading my self estimation To get a “high” feeling For masturbation Because it helps when I’m depressed or nervous Because it’s fun Because it makes a social gathering more enjoyable To cheer up when you’re in a bad mood Because it makes you feel good Cybersex MQ

31 Cybersex MQ To get entertained To relax Because I like the feeling
Because I need to exchange with other people In order to forget my problems or worries Because it’s exciting For being sociable and appreciated by others For feeling confident about myself and upgrading my self estimation To get a “high” feeling For masturbation Because it helps when I’m depressed or nervous Because it’s fun Because it makes a social gathering more enjoyable To cheer up when you’re in a bad mood Because it makes you feel good Cybersex MQ

32 Cybersex MQ To get entertained To relax Because I like the feeling
Because I need to exchange with other people In order to forget my problems or worries Because it’s exciting For being sociable and appreciated by others For feeling confident about myself and upgrading my self estimation To get a “high” feeling For masturbation Because it helps when I’m depressed or nervous Because it’s fun Because it makes a social gathering more enjoyable To cheer up when you’re in a bad mood Because it makes you feel good Cybersex MQ

33 Cybersex MQ To get entertained To relax Because I like the feeling
Because I need to exchange with other people In order to forget my problems or worries Because it’s exciting For being sociable and appreciated by others For feeling confident about myself and upgrading my self estimation To get a “high” feeling For masturbation Because it helps when I’m depressed or nervous Because it’s fun Because it makes a social gathering more enjoyable To cheer up when you’re in a bad mood Because it makes you feel good Cybersex MQ

34 Cybersex MQ To get entertained To relax Because I like the feeling
Because I need to exchange with other people In order to forget my problems or worries Because it’s exciting For being sociable and appreciated by others For feeling confident about myself and upgrading my self estimation To get a “high” feeling For masturbation Because it helps when I’m depressed or nervous Because it’s fun Because it makes a social gathering more enjoyable It comforts me when I am in a bad mood  Because it makes you feel good Cybersex MQ

35 Cybersex MQ To get entertained To relax Because I like the feeling
Because I need to exchange with other people In order to forget my problems or worries Because it’s exciting For being sociable and appreciated by others For feeling confident about myself and upgrading my self estimation To get a “high” feeling For masturbation Because it helps when I’m depressed or nervous Because it’s fun Because it makes a social gathering more enjoyable It comforts me when I am in a bad mood  Because it makes you feel good Cybersex MQ

36 Cybersex MQ To get entertained To relax Because I like the feeling
Because I need to exchange with other people In order to forget my problems or worries Because it’s exciting For being sociable and appreciated by others For feeling confident about myself and upgrading my self estimation To get a “high” feeling For masturbation Because it helps when I’m depressed or nervous Because it’s fun Because it makes a social gathering more enjoyable It comforts me when I am in a bad mood  Because it makes me feel good Cybersex MQ

37 Cybersex MQ To get entertained To relax Because I like the feeling
Because I need to exchange with other people In order to forget my problems or worries Because it’s exciting For being sociable and appreciated by others For feeling confident about myself and upgrading my self estimation To get a “high” feeling For masturbation Because it helps when I’m depressed or nervous Because it’s fun Because it makes a social gathering more enjoyable It comforts me when I am in a bad mood  Because it makes me feel good To meet somebody Cybersex MQ

38 Cybersex MQ To get entertained To relax Because I like the feeling
Because I need to exchange with other people In order to forget my problems or worries Because it’s exciting For being sociable and appreciated by others For feeling confident about myself and upgrading my self estimation To get a “high” feeling For masturbation Because it helps when I’m depressed or nervous Because it’s fun Because it makes a social gathering more enjoyable It comforts me when I am in a bad mood  Because it makes me feel good To meet somebody For watching Cybersex MQ

39 PCA With the discrete nature of the GMQ items, PCA is preferred over exploratory factor analysis (EFA) since PCA does not assume any particular multivariate model, which is not the case for EFA. Moreover, it is known that when the same numbers of factors or components are extracted, both techniques yield highly similar results. The number of components to extract was determined by the scree test and the Velicer’s minimum average partial (MAP) test done on the correlation matrix.

40 PCA Scree Test The scree-test suggested clearly retaining three factors

41 PCA MAP Test the MAP test gave an ambiguous solution since 2 or 3 factors got a very close value ( and respectively) knowing that the MAP test interpretation is on the basis the smaller the better.

42 PCA MAP Test In order to disentangle the MAP test result, a bootstrap technique was applied, which confirmed the ambiguous result: among the 1000 bootstrap samples, 52% suggested retaining 2 factor and 43% 3 factors while the boxplots from the bootstrapped MAP test (Figure 3) for 2 and 3 factors are overlapping almost completely.

43 CMQ – 2 factors To get entertained To relax To meet somebody
Because I like the feeling Because I need to exchange with other people In order to forget my problems or worries Because it is exciting For being sociable and appreciated by others  For watching To get a « high » feeling For masturbation  Because it helps when I’m depressed or nervous Simply because it is fun Because it makes a social gathering more enjoyable It comforts me when I am in a bad mood  For feeling confident about myself and upgrading my self estimation Because it makes me feel good CMQ – 2 factors

44 Enhancement Motives Subscale
To get entertained To relax To meet somebody Because I like the feeling Because I need to exchange with other people In order to forget my problems or worries Because it is exciting For being sociable and appreciated by others  For watching To get a « high » feeling For masturbation  Because it helps when I’m depressed or nervous Simply because it is fun Because it makes a social gathering more enjoyable It comforts me when I am in a bad mood  For feeling confident about myself and upgrading my self estimation Because it makes me feel good CMQ – 3 factors Enhancement Motives Subscale These are the same as in the original GMQ and 10. which are the modified or added questions and are relevant into this subscale. 2. To relax was originally on the Coping scale. But it also has a high loading on this factor. 17. as well.

45 Coping Motives Subscale
To get entertained To relax To meet somebody Because I like the feeling Because I need to exchange with other people In order to forget my problems or worries Because it is exciting For being sociable and appreciated by others  For watching To get a « high » feeling For masturbation  Because it helps when I’m depressed or nervous Simply because it is fun Because it makes a social gathering more enjoyable It comforts me when I am in a bad mood  For feeling confident about myself and upgrading my self estimation Because it makes me feel good CMQ – 3 factors Coping Motives Subscale Again, these are the same as in the original GMQ 16. has also a high loading on factor Social motives, which is a bit incoherent.

46 Social Motives Subscale
To get entertained To relax To meet somebody Because I like the feeling Because I need to exchange with other people In order to forget my problems or worries Because it is exciting For being sociable and appreciated by others  For watching To get a « high » feeling For masturbation  Because it helps when I’m depressed or nervous Simply because it is fun Because it makes a social gathering more enjoyable It comforts me when I am in a bad mood  For feeling confident about myself and upgrading my self estimation Because it makes me feel good CMQ – 3 factors Social Motives Subscale Again, these are the same as in the original GMQ

47 Reliability 0.84 [0.79;0.90] 0.79 [0.70;0.88] 0.73 [0.63;0.83]
Factor I 0.84 [0.79;0.90] Factor II 0.79 [0.72;0.86] Enhancement Motives Subscale 0.84 [0.79;0.90] Coping Motives Subscale 0.79 [0.70;0.88] Social Motives Subscale 0.73 [0.63;0.83]

48 Conclusions Rather three factors Needs replications You can use it!

49

50 Sample 17.8% 7.4% 1.9% 7.4% 84.6% 74.8%


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