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Handwashing Times: An Observational Study Based on Gender and Age
Results
|
Table 1. Descriptive statistics of age variable (grouped by gender) |
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|
|
Sex |
|
Statistic |
|
Std. Error |
||
|
Age |
Male |
Mean |
|
20.0000 |
|
.20203 |
|
|
|
|
95% Confidence Interval for Mean |
Lower Bound |
|
19.5940 |
|
|
|
|
|
|
Upper Bound |
|
20.4060 |
|
|
|
|
|
5% Trimmed Mean |
|
20.0000 |
|
|
|
|
|
|
Median |
|
20.0000 |
|
|
|
|
|
|
Variance |
|
2.041 |
|
|
|
|
|
|
Std. Deviation |
|
1.42857 |
|
|
|
|
|
|
Minimum |
|
18.00 |
|
|
|
|
|
|
Maximum |
|
22.00 |
|
|
|
|
|
|
Range |
|
4.00 |
|
|
|
|
|
|
Interquartile Range |
|
2.00 |
|
|
|
|
|
|
Skewness |
|
.000 |
|
.337 |
|
|
|
|
Kurtosis |
|
-1.310 |
|
.662 |
|
|
|
Female |
Mean |
|
20.0000 |
|
.20203 |
|
|
|
|
95% Confidence Interval for Mean |
Lower Bound |
|
19.5940 |
|
|
|
|
|
|
Upper Bound |
|
20.4060 |
|
|
|
|
|
5% Trimmed Mean |
|
20.0000 |
|
|
|
|
|
|
Median |
|
20.0000 |
|
|
|
|
|
|
Variance |
|
2.041 |
|
|
|
|
|
|
Std. Deviation |
|
1.42857 |
|
|
|
|
|
|
Minimum |
|
18.00 |
|
|
|
|
|
|
Maximum |
|
22.00 |
|
|
|
|
|
|
Range |
|
4.00 |
|
|
|
|
|
|
Interquartile Range |
|
2.00 |
|
|
|
|
|
|
Skewness |
|
.000 |
|
.337 |
|
|
|
|
Kurtosis |
|
-1.310 |
|
.662 |
|
Table 2. Descriptive statistics of handwashing time variable (grouped by gender) |
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|
|
Sex |
|
Statistic |
|
Std. Error |
||
|
SecondsOfHandwasing |
Male |
Mean |
|
8.3000 |
|
.51528 |
|
|
|
|
95% Confidence Interval for Mean |
Lower Bound |
|
7.2645 |
|
|
|
|
|
|
Upper Bound |
|
9.3355 |
|
|
|
|
|
5% Trimmed Mean |
|
8.3556 |
|
|
|
|
|
|
Median |
|
8.0000 |
|
|
|
|
|
|
Variance |
|
13.276 |
|
|
|
|
|
|
Std. Deviation |
|
3.64356 |
|
|
|
|
|
|
Minimum |
|
1.00 |
|
|
|
|
|
|
Maximum |
|
15.00 |
|
|
|
|
|
|
Range |
|
14.00 |
|
|
|
|
|
|
Interquartile Range |
|
5.00 |
|
|
|
|
|
|
Skewness |
|
-.059 |
|
.337 |
|
|
|
|
Kurtosis |
|
-.630 |
|
.662 |
|
|
|
Female |
Mean |
|
8.5800 |
|
.58000 |
|
|
|
|
95% Confidence Interval for Mean |
Lower Bound |
|
7.4144 |
|
|
|
|
|
|
Upper Bound |
|
9.7456 |
|
|
|
|
|
5% Trimmed Mean |
|
8.4889 |
|
|
|
|
|
|
Median |
|
8.0000 |
|
|
|
|
|
|
Variance |
|
16.820 |
|
|
|
|
|
|
Std. Deviation |
|
4.10122 |
|
|
|
|
|
|
Minimum |
|
2.00 |
|
|
|
|
|
|
Maximum |
|
18.00 |
|
|
|
|
|
|
Range |
|
16.00 |
|
|
|
|
|
|
Interquartile Range |
|
7.00 |
|
|
|
|
|
|
Skewness |
|
.241 |
|
.337 |
|
|
|
|
Kurtosis |
|
-.741 |
|
.662 |
|
Table 3. Descriptive statistics of handwashing time variable (ungrouped) |
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|
|
|
|
|
Statistic |
|
Std. Error |
|
SecondsOfHandwasing |
Mean |
|
8.4400 |
|
.38621 |
|
|
|
95% Confidence Interval for Mean |
Lower Bound |
|
7.6737 |
|
|
|
|
|
Upper Bound |
|
9.2063 |
|
|
|
|
5% Trimmed Mean |
|
8.4000 |
|
|
|
|
|
Median |
|
8.0000 |
|
|
|
|
|
Variance |
|
14.916 |
|
|
|
|
|
Std. Deviation |
|
3.86207 |
|
|
|
|
|
Minimum |
|
1.00 |
|
|
|
|
|
Maximum |
|
18.00 |
|
|
|
|
|
Range |
|
17.00 |
|
|
|
|
|
Interquartile Range |
|
6.00 |
|
|
|
|
|
Skewness |
|
.129 |
|
.241 |
|
|
|
Kurtosis |
|
-.665 |
|
.478 |
|
Table 4. Percentiles of handwashing time variable (ungrouped) |
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|
|
Percentiles |
||||||||||||||
|
|
|
5 |
|
10 |
|
25 |
|
50 |
|
75 |
|
90 |
|
95 |
|
|
Weighted Average (Definition 1) |
SecondsOfHandwasing |
|
2.0000 |
|
3.1000 |
|
6.0000 |
|
8.0000 |
|
12.0000 |
|
14.0000 |
|
14.9500 |
|
Tukey's Hinges |
SecondsOfHandwasing |
|
|
|
|
|
6.0000 |
|
8.0000 |
|
12.0000 |
|
|
|
|
|
Table 5. Tests of Normality for age variable (grouped by gender) |
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|
|
Sex |
|
Kolmogorov-Smirnova |
|
Shapiro-Wilk |
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|
|
|
|
Statistic |
|
df |
|
Sig. |
|
Statistic |
|
df |
|
Sig. |
|
Age |
Male |
|
.158 |
|
50 |
|
.003 |
|
.888 |
|
50 |
|
.000 |
|
|
Female |
|
.158 |
|
50 |
|
.003 |
|
.888 |
|
50 |
|
.000 |
|
a. Lilliefors Significance Correction |
|
Table 6. Tests of Normality for handwashing time variable (grouped by gender) |
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|
|
Sex |
|
Kolmogorov-Smirnova |
|
Shapiro-Wilk |
||||||||
|
|
|
|
Statistic |
|
df |
|
Sig. |
|
Statistic |
|
df |
|
Sig. |
|
SecondsOfHandwasing |
Male |
|
.099 |
|
50 |
|
.200* |
|
.970 |
|
50 |
|
.229 |
|
|
Female |
|
.115 |
|
50 |
|
.094 |
|
.966 |
|
50 |
|
.158 |
|
a. Lilliefors Significance Correction *. This is a lower bound of the true significance. |
|
Table 7. Tests of Normality for handwashing time variable (ungrouped) |
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|
SecondsOfHandwasing |
|
Kolmogorov-Smirnova |
|
Shapiro-Wilk |
||||||||
|
|
|
Statistic |
|
df |
|
Sig. |
|
Statistic |
|
df |
|
Sig. |
|
|
|
.105 |
|
100 |
|
.008 |
|
.979 |
|
100 |
|
.108 |
|
a. Lilliefors Significance Correction |
Figure 1. Distribution of age data (grouped by gender)
Figure 2. Distribution of handwashing time data (grouped by gender)
Figure 3. Distribution of handwashing time data (ungrouped)
|
Table 8. Correlation Analysis of age vs. handwashing time |
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|
|
|
|
Age |
|
SecondsOfHandwasing |
|
Age |
Pearson Correlation |
|
1 |
|
-.118 |
|
|
Sig. (2-tailed) |
|
|
|
.243 |
|
|
N |
|
100 |
|
100 |
|
SecondsOfHandwasing |
Pearson Correlation |
|
-.118 |
|
1 |
|
|
Sig. (2-tailed) |
|
.243 |
|
|
|
|
N |
|
100 |
|
100 |
Figure 4. Scatterplot of age vs. handwashing time
|
Table 9. Independent samples t-test analysis (handwashing time based on gender) |
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|
|
|
|
Levene's Test for Equality of Variances |
|
t-test for Equality of Means |
|
95% Confidence Interval of the Difference |
||||||||||||
|
|
|
|
F |
|
Sig. |
|
t |
|
df |
|
Sig. (2-tailed) |
|
Mean Difference |
|
Std. Error Difference |
|
Lower |
|
Upper |
|
SecondsOf Handwasing |
Equal variances assumed |
|
1.540 |
|
.218 |
|
-.361 |
|
98 |
|
.719 |
|
-.280 |
|
.77583 |
|
-1.8196 |
|
1.2596 |
|
|
Equal variances not assumed |
|
|
|
|
|
-.361 |
|
96.659 |
|
.719 |
|
-.280 |
|
.77583 |
|
-1.8199 |
|
1.2599 |