# Cyberbullying Analysis in Intercultural Educational Environments Using Binary Logistic Regressions
## 4 Results
Ethnic Armenian students score the highest in the provinces of Malaga (aOR 0.73060; 95% CI 0.2-1.4) and Cadiz (aOR 0.82142; 95% CI 0.3-0.8). Ethnic Mongolian students in the province of Cordoba (aOR 0.3148; 95% CI 0.2-25.8). Finally, the students of Celtic ethnicity present a greater probability of being cybervictims in the province of Seville (aOR 1.8545; 95% CI 1.2-2.7). As for the probability of being cyberaggressors, the analyses show a higher rate in the students of gypsy ethnicity in the provinces of Granada (aOR 5.4666; 95% CI 0.9-19.7), Cordoba (aOR 3.2083; 95% CI 1.3-11.4), Seville (aOR 2.3235; 95% CI 1.0-4.0), Cadiz (aOR 3.2857; 95% CI 0.9-12.4), Melilla (aOR 0.45833; 95% CI 0.1-3.1), and Cetta (aOR 0.44230; 95% CI 0.2-1.4). Students of Mongolian ethnicity present high probabilities of being cyberaggressors in the provinces of Almeria (aOR 0.213206; 95% CI 0.9-2.7), Jaen (aOR 0.1.989712; 95% CI 0.3-3.7) and Huelva (aOR 0.99999; 95% CI 0.8-1.2). Malaga is the only province where the highest probability rate is found in Celtic students (aOR 0.02985; 95% CI 0.2-1.2). Regarding the analysis of the race variable, the results indicate that the students with the highest probability of becoming cybervictims are of African race in the province of Almeria (aOR 2.6132; 95% CI 1.8-11.3), Cadiz (aOR 0.97619; 95% CI 0.8-1.2), and Huelva (aOR 0.57142; 95% CI 0.1-2.3), of the Asian race in the provinces of Granada (aOR 4.1562; 95% CI 0.7-16.3), Seville (aOR 2.2261; 95% CI 1.8-11.2), Melilla (aOR 1.8448; 95% CI 1.1-2.7), and Ceuta (aOR 0.94736; 95% CI 1.5-1.1), and of indigenous race in the provinces of Malaga (aOR 1.1318; 95% CI 1.0-4.6), Jaen (aOR 1.6425; 95% CI 1.0-4.6), and Cordoba (aOR 0.77840; 95% CI 0.2-0.5). With regard to the scale of cyberaggressors, the results showed that the probability rates for the Asian race were greater in the provinces of Jaen (aOR 1.2058; CI 95%. 0.3-16.4). Cordoba (aOR 2.4722; 95% CI 0.4-5.6), Huelva (aOR 2.4285; 95% CI 0.6-16.1), Ceuta (aOR 1.8080; 95% CI 1.2-2.8), and Melilla (aOR 2.2812; 95% CI 0.4-15.3). The highest probability rates for the indigenous race are in the provinces of Granada (aOR 1,0714; 95% CI 1.2-10.7), Almeria (aOR 1,8947; 95% CI 0.2-25.7), Seville (aOR 1,1607; 95% CI 0.2-25.7), and Cadiz (aOR 0.81818; 95% CI 0.6-16.1). Malaga is the city with the highest probability of being cyberaggressors was seen among white students (aOR 0.94545; 95% CI 0.5-14.0). \begin{table}
\begin{tabular}{l c c c c c c c c} \hline \hline \multirow{2}{*}{**Provinics**} & \multicolumn{4}{c}{**Cybervictims**} & \multicolumn{4}{c}{**Cyberbullies**} \\  & \multicolumn{4}{c}{**aOR**} & \multicolumn{4}{c}{**aOR**} \\ \cline{2-10}  & **African** & **Asian** & **Indigenous** & **White** & **African** & **Asian** & **Indigenous** & **White** \\ \hline Granada & 0.12548 & 4.1562 & 2.3225 & 0.43137 & 0.12179 & 0.41463 & 1.0714 & 0.17586 \\ Malaga & 0.39583 & 0.45833 & 1.1318 & 0.95967 & 0.03076 & 0.02941 & 0.04081 & 0.94545 \\ Almeria & 2.6132 & 1.6500 & 0.71875 & 0.53452 & 0.63636 & 0.733333 & 1.8947 & 0.69565 \\ Jaen & 1.1440 & 1.1759 & 1.6425 & 1.1428 & 0.74477 & 1.20588 & 1.1532 & 0.45833 \\ Cordoba & 0.29947 & 0.31644 & 0.77840 & 0.17241 & 0.61216 & 2.4722 & 0.55303 & 0.64583 \\ Sevilla & 0.66101 & 2.2261 & 0.43434 & 0.49392 & 0.20987 & 0.37033 & 1.1607 & 0.28571 \\ Cadiz & 0.97619 & 0.17307 & 0.11320 & 0.46153 & 0.34090 & 0.09695 & 0.81818 & 0.28906 \\ Huelva & 0.57142 & 0.45161 & 0.34666 & 0.04761 & 0.25714 & 2.4285 & 0.18421 & 0.50925 \\ Melilla & 1.1632 & 1.8448 & 0.26779 & 0.80952 & 0.43243 & 2.2812 & 1.2633 & 0.64814 \\ Cetta & 0.07558 & 0.94736 & 0.14516 & 0.84902 & 0.12768 & 1.8080 & 1.4117 & 0.42592 \\ \hline \hline \end{tabular}
\end{table} 
Table 8: Analysis of the Binary Logistic Regression showing the association between race and the profile of cybervictims and cyberbullies of the differentiated sample in provinces.