Are Video Games Turning Our Youth into Aggressive Individuals?

IV 1: Exposure to Violent Video Games

• Construct Definition: The amount of time spent playing violent video games.
• Operationalization: Measured using self-reported questionnaire on the frequency of playing three specific video games and the average time spent playing each game.

Iv 2: Violence Rating of Games

• Construct Definition: The perceived level of violence in video games.
• Operationalization: Participants rated the level of violence in each game on a scale from 1 (not at all violent) to 5 (very violent).

DV: Aggressive Behavior

• Construct Definition: The tendency to engage in aggressive acts.
• Operationalization: Assessed using Buss-Perry Aggression Questionnaire (BPAQ).

Hypotheses

• Higher exposure to violent video games will be positively correlated with increased aggressive behavior.
• Games rated as more violent will be positively associated with higher levels of aggressive behavior.

Results

• There is a significant positive correlation observed between aggression behavior and violent rating of games.
• There is a significant positive correlation observed between aggression behavior and time spent playing different types of games.

Disussion

• Limitations:
• Relatively homogeneous sample may limit generalizability.
• Gender imbalance in the sample may affect the interpretation of results.
• Use of self-reported measures may introduce response bias.
• Lack of control over extraneous variables in a correlational study design.
• Limited scope in assessing the long-term effects of violent video game exposure.
• strengths:
• Use of validated scales (e.g., Buss-Perry Aggression Questionnaire).
• Consideration of multiple gaming variables (time spent playing, violence rating).
• Ethical approval and consent obtained, ensuring participant welfare.
• Large sample size (N=200) enhances statistical power.
• Cross-sectional design provides snapshot of relationships. -implications:
• Need for balanced gaming recommendations for individuals and parents.
• Importance of further research into individual differences in gaming behavior.
• Potential for evidence-based interventions to mitigate negative effects of gaming.
• Highlighting the complexity of the relationship between video games and behavior.
• Emphasizing the role of context and individual factors in interpreting findings.

Take-home Message

• “Understanding the complex relationship between violent video games and aggression requires nuanced research methodologies. Let’s promote evidence-based interventions and responsible gaming habits for societal well-being.“
• The study underscores the nuanced relationship between violent video game exposure and aggressive behavior, emphasizing the need for careful consideration of individual differences and contextual factors. While significant correlations were found between gaming variables and aggression, the study did not establish a causal link. Therefore, future research should focus on exploring these relationships further, employing rigorous methodologies and diverse samples. Ultimately, this study contributes to the ongoing dialogue surrounding the effects of violent video games, urging for evidence-based interventions and responsible gaming practices to promote societal well-being.

Output

## New names:
## • `` -> `...12`
## • `` -> `...13`
## • `` -> `...14`

## # A tibble: 0 × 14
## # ℹ 14 variables: Student ID <dbl>, Age <dbl>, Gender <chr>,
## #   Game 1 Action (Time Played) <dbl>, Game 1 Action (Violence Rating) <dbl>,
## #   Game 2 Adventure (Time Played) <dbl>,
## #   Game 2 Adventure (Violence Rating) <dbl>,
## #   Game 3 Simulation(Time Played) <dbl>,
## #   Game 3 Simulation (Violence Rating) <dbl>, Voilent rating <dbl>,
## #   BPAQ Score <dbl>, ...12 <lgl>, ...13 <lgl>, ...14 <dbl>

##    Student ID          Age           Gender         
##  Min.   :  1.00   Min.   :18.00   Length:200        
##  1st Qu.: 50.75   1st Qu.:20.00   Class :character  
##  Median :100.50   Median :23.00   Mode  :character  
##  Mean   :100.50   Mean   :23.39                     
##  3rd Qu.:150.25   3rd Qu.:26.00                     
##  Max.   :200.00   Max.   :31.00                     
##                                                     
##  Game 1 Action (Time Played) Game 1 Action (Violence Rating)
##  Min.   :2.000               Min.   :0.000                  
##  1st Qu.:3.000               1st Qu.:3.000                  
##  Median :4.000               Median :3.000                  
##  Mean   :3.915               Mean   :3.405                  
##  3rd Qu.:5.000               3rd Qu.:4.000                  
##  Max.   :5.000               Max.   :5.000                  
##                                                             
##  Game 2 Adventure (Time Played) Game 2 Adventure (Violence Rating)
##  Min.   :0.000                  Min.   :0.00                      
##  1st Qu.:3.000                  1st Qu.:2.00                      
##  Median :4.000                  Median :3.00                      
##  Mean   :3.725                  Mean   :3.25                      
##  3rd Qu.:5.000                  3rd Qu.:4.00                      
##  Max.   :5.000                  Max.   :5.00                      
##                                                                   
##  Game 3 Simulation(Time Played) Game 3 Simulation (Violence Rating)
##  Min.   :0.000                  Min.   :0.00                       
##  1st Qu.:3.000                  1st Qu.:2.00                       
##  Median :4.000                  Median :3.00                       
##  Mean   :3.725                  Mean   :3.32                       
##  3rd Qu.:5.000                  3rd Qu.:4.00                       
##  Max.   :5.000                  Max.   :5.00                       
##                                                                    
##  Voilent rating     BPAQ Score     ...12          ...13             ...14    
##  Min.   : 0.000   Min.   : 0.00   Mode:logical   Mode:logical   Min.   :14   
##  1st Qu.: 8.000   1st Qu.:19.00   NA's:200       NA's:200       1st Qu.:14   
##  Median :10.000   Median :23.00                                 Median :14   
##  Mean   : 9.975   Mean   :23.72                                 Mean   :14   
##  3rd Qu.:12.000   3rd Qu.:28.00                                 3rd Qu.:14   
##  Max.   :15.000   Max.   :32.00                                 Max.   :14   
##                                                                 NA's   :199

##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##   18.00   20.00   23.00   23.39   26.00   31.00

##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##   2.000   3.000   4.000   3.915   5.000   5.000

##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##   0.000   3.000   3.000   3.405   4.000   5.000

##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##   0.000   3.000   4.000   3.725   5.000   5.000

##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##    0.00    2.00    3.00    3.25    4.00    5.00

##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##   0.000   3.000   4.000   3.725   5.000   5.000

##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##    0.00    2.00    3.00    3.32    4.00    5.00

##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##    0.00   19.00   23.00   23.72   28.00   32.00

## Warning: package 'dplyr' was built under R version 4.3.3

## 
## Attaching package: 'dplyr'
## 
## The following objects are masked from 'package:stats':
## 
##     filter, lag
## 
## The following objects are masked from 'package:base':
## 
##     intersect, setdiff, setequal, union

##                                      Student ID         Age
## Student ID                           1.00000000 -0.00726321
## Age                                 -0.00726321  1.00000000
## Game 1 Action (Time Played)          0.05017995  0.24555239
## Game 1 Action (Violence Rating)      0.09539073  0.14343142
## Game 2 Adventure (Time Played)       0.09573010  0.12544731
## Game 2 Adventure (Violence Rating)   0.08079735  0.09419605
## Game 3 Simulation(Time Played)       0.13420986  0.10414698
## Game 3 Simulation (Violence Rating)  0.06543939  0.16000990
## Voilent rating                       0.08459812  0.14089758
## BPAQ Score                           0.14903732  0.20318929
## ...14                                        NA          NA
##                                     Game 1 Action (Time Played)
## Student ID                                           0.05017995
## Age                                                  0.24555239
## Game 1 Action (Time Played)                          1.00000000
## Game 1 Action (Violence Rating)                      0.81073081
## Game 2 Adventure (Time Played)                       0.77247505
## Game 2 Adventure (Violence Rating)                   0.68843150
## Game 3 Simulation(Time Played)                       0.75447619
## Game 3 Simulation (Violence Rating)                  0.74250937
## Voilent rating                                       0.78932214
## BPAQ Score                                           0.80097148
## ...14                                                        NA
##                                     Game 1 Action (Violence Rating)
## Student ID                                               0.09539073
## Age                                                      0.14343142
## Game 1 Action (Time Played)                              0.81073081
## Game 1 Action (Violence Rating)                          1.00000000
## Game 2 Adventure (Time Played)                           0.68634094
## Game 2 Adventure (Violence Rating)                       0.81507338
## Game 3 Simulation(Time Played)                           0.81886296
## Game 3 Simulation (Violence Rating)                      0.86330098
## Voilent rating                                           0.94224184
## BPAQ Score                                               0.86989164
## ...14                                                            NA
##                                     Game 2 Adventure (Time Played)
## Student ID                                               0.0957301
## Age                                                      0.1254473
## Game 1 Action (Time Played)                              0.7724750
## Game 1 Action (Violence Rating)                          0.6863409
## Game 2 Adventure (Time Played)                           1.0000000
## Game 2 Adventure (Violence Rating)                       0.8080810
## Game 3 Simulation(Time Played)                           0.7739384
## Game 3 Simulation (Violence Rating)                      0.6590045
## Voilent rating                                           0.7568656
## BPAQ Score                                               0.7954315
## ...14                                                           NA
##                                     Game 2 Adventure (Violence Rating)
## Student ID                                                  0.08079735
## Age                                                         0.09419605
## Game 1 Action (Time Played)                                 0.68843150
## Game 1 Action (Violence Rating)                             0.81507338
## Game 2 Adventure (Time Played)                              0.80808101
## Game 2 Adventure (Violence Rating)                          1.00000000
## Game 3 Simulation(Time Played)                              0.82538671
## Game 3 Simulation (Violence Rating)                         0.84791637
## Voilent rating                                              0.93710327
## BPAQ Score                                                  0.86087724
## ...14                                                               NA
##                                     Game 3 Simulation(Time Played)
## Student ID                                               0.1342099
## Age                                                      0.1041470
## Game 1 Action (Time Played)                              0.7544762
## Game 1 Action (Violence Rating)                          0.8188630
## Game 2 Adventure (Time Played)                           0.7739384
## Game 2 Adventure (Violence Rating)                       0.8253867
## Game 3 Simulation(Time Played)                           1.0000000
## Game 3 Simulation (Violence Rating)                      0.8745951
## Voilent rating                                           0.8884830
## BPAQ Score                                               0.8878007
## ...14                                                           NA
##                                     Game 3 Simulation (Violence Rating)
## Student ID                                                   0.06543939
## Age                                                          0.16000990
## Game 1 Action (Time Played)                                  0.74250937
## Game 1 Action (Violence Rating)                              0.86330098
## Game 2 Adventure (Time Played)                               0.65900450
## Game 2 Adventure (Violence Rating)                           0.84791637
## Game 3 Simulation(Time Played)                               0.87459509
## Game 3 Simulation (Violence Rating)                          1.00000000
## Voilent rating                                               0.95822846
## BPAQ Score                                                   0.90331854
## ...14                                                                NA
##                                     Voilent rating BPAQ Score ...14
## Student ID                              0.08459812  0.1490373    NA
## Age                                     0.14089758  0.2031893    NA
## Game 1 Action (Time Played)             0.78932214  0.8009715    NA
## Game 1 Action (Violence Rating)         0.94224184  0.8698916    NA
## Game 2 Adventure (Time Played)          0.75686559  0.7954315    NA
## Game 2 Adventure (Violence Rating)      0.93710327  0.8608772    NA
## Game 3 Simulation(Time Played)          0.88848297  0.8878007    NA
## Game 3 Simulation (Violence Rating)     0.95822846  0.9033185    NA
## Voilent rating                          1.00000000  0.9287354    NA
## BPAQ Score                              0.92873540  1.0000000    NA
## ...14                                           NA         NA     1