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Require an expert on spss. Data files will be supplied, either cleaned and prepared or raw.
An Investigation of Personality Effects on Online Gaming Behaviour and Genre
Choice
Steps
1. Download, copy, and clean the database (remove consent form, and anything else
we don’t need).
2. Reverse-code all variables that need it.
3. Recode gender, age (e.g., from scale to nominal or the other way around).
4. Apply factorial analysis to verify constructs (extraversion, introversion, neuroticism,
etc) and get rid of all the unnecessary items.
5. Reliability tests for each scale (Chronbach’s Alphas).
6. Create index variables by averaging items in each scale. Your averaged scales will be:
*Each personality trait
*Online problematic behaviour
*Empathy
*Prosocial behaviours
7. Create high/low score variables for each personality trait (use Recode in different
variables).
Preliminary-Tests
Descriptives:
– Gender of participants (total number, ratio)
– Age (Mean and standard deviation)
– Ratio of university students (by level) and external participants
Normality of data
– Shapiro-Wilks test
Correlations between predictors, covariables, and dependent variables
Hypotheses
H1 = Participants with higher scores in a) extraverted, and b) neurotic personality traits,
will display more problematic online gaming behaviours compared to those with lower scores
in these traits.
H2 = Participants with higher scores in a) openness, b) agreeableness, and c)
conscientiousness personality traits, will display higher empathy and prosocial tendencies
than those with lower scores in the same personality traits.
Tests
H1. Personality trait 1 (high=1, low=0) -> problematic online gaming behaviour
Personality trait 2 (high=1, low=0) -> problematic online gaming behaviour
H2. Personality trait 4 (high=1, low=0) -> prosocial behaviour online
Personality trait 5 (high=1, low=0) -> prosocial behaviour online
Personality trait 6 (high=1, low=0) -> prosocial behaviour online
Writing of Regression Analysis:
β = 0.38, SE = 0.07, p < 0.05, R2 = 0.35
Results needs to produced in accordance with APA 7th edition including descriptive statistics.
Any other information can provided as required.
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