Socio-Demographic Profile

Age

   Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
  18.00   19.00   20.00   20.31   22.00   24.00

#Gender


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

College

#Gender

2. Assess the student’s level of awareness regarding contraceptive use

Score and its frequency


 0  1 10 11 12 13 14 15 16 17 18 19  2 20 21  3  4  5  6  7  8  9 
 5 20 30 18 17 13  8 10  5  4  5 14 18  7  3 32 26 23 30 43 37 32

Scores summary statistics

   Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
   0.00    4.00    8.00    8.19   11.00   21.00

Mean for the student’s level of awareness regarding contraceptive use

[1] 8.19

Standard deviation for the student’s level of awareness regarding contraceptive use

[1] 4.895284

3. Assess the degree of safe sex practice among the students

4. Determine whether there is a significant relationship between the student’s sociodemographic profile to their practice of safe sex

Sex and practice of safe sex


Call:
lm(formula = Durias1$Sexcode ~ Durias$Score)

Residuals:
     Min       1Q   Median       3Q      Max 
-0.53255 -0.50076  0.00918  0.49527  0.55091 

Coefficients:
              Estimate Std. Error t value Pr(>|t|)    
(Intercept)   0.532549   0.048858  10.900   <2e-16 ***
Durias$Score -0.003974   0.005122  -0.776    0.438    
---
Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1

Residual standard error: 0.5009 on 398 degrees of freedom
Multiple R-squared:  0.00151,   Adjusted R-squared:  -0.0009986 
F-statistic: 0.602 on 1 and 398 DF,  p-value: 0.4383

Age and practice of safe sex


Call:
lm(formula = Durias1$Agecode ~ Durias$Score)

Residuals:
    Min      1Q  Median      3Q     Max 
-0.5151 -0.4034 -0.3604  0.5880  0.6654 

Coefficients:
             Estimate Std. Error t value Pr(>|t|)    
(Intercept)  0.334574   0.047828   6.995 1.13e-11 ***
Durias$Score 0.008599   0.005014   1.715   0.0871 .  
---
Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1

Residual standard error: 0.4903 on 398 degrees of freedom
Multiple R-squared:  0.007335,  Adjusted R-squared:  0.004841 
F-statistic: 2.941 on 1 and 398 DF,  p-value: 0.08714

With the result above, both gender and age are not significantly related to awareness regarding contraceptive use with p-values result of 0.438 and 0.0871 , respectively.

5. Determine whether there is a significant relationship between the student’s level of awareness regarding contraceptive use to the practice of safe sex


    Pearson's product-moment correlation

data:  Durias$Score and Durias$MeanScore
t = 4.3631, df = 398, p-value = 1.636e-05
alternative hypothesis: true correlation is not equal to 0
95 percent confidence interval:
 0.1180745 0.3053085
sample estimates:
      cor 
0.2136527

WIth re result above, the p-value is 0.00001636 which means that students’ level of awareness and practice of safe sex are significantly related. Moreover the strength of association is 0.2137 which is weak positive correlation.