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  • Logistički regresijski mode...
    Rončević, Borut; Milošević, Milan; Racz, Aleksandar

    JAHR (Rijeka ), 2022, Volume: 13, Issue: 1
    Journal Article, Paper

    Na temelju provedenog terenskog istraživanja pojavnosti nasilja nad Romkinjama u romskim obiteljima, kao i njihovih uvjerenja i stavova o nasilju nad Romkinjama u romskim obiteljima koje je bilo provedeno na uzroku od 350 Romkinja koje žive na području 12 izoliranih romskih naselja na području Međimurske županije, upotrebom logističke regresijske analize izrađena su tri prediktivna modela profila Romkinje kao žrtve obiteljskog nasilja u romskoj obitelji. Aplikativni cilj istraživanja bio je usmjeren prema pomoći nadležnim zdravstvenim i socijalnim službama, kako bi na vrijeme mogle usmjeriti fokus svojeg rada prema onim Romkinjama kao korisnicama koje su pod većim rizikom od izloženosti nasilju. U prvom modelu, koji je uključivao samo sociodemografske karakteristike ispitanica, od prediktora izloženosti Romkinja obiteljskom nasilju unutar Romske obitelji prema Waldovu testu značajnosti koeficijenata kao statistički značajni izdvojeni su starija životna dob (OR 1,848, p - 0,007), veća materijalna deprivacija (OR 2,345, p - 0,021) i ranija dob rađanja prvog djeteta prije 16. godine života (OR 7,962, p - 0,004). Proširenjem modela sa stavovima i predrasudama o nasilju nad ženom uz već izdvojene značajni prediktore kao što su mlađa životna dob (OR 1,760, p - 0,015), ranija dob rađanja prvog djeteta (OR 8,210, p - 0,003) i ranija dob zasnivanja obitelji (OR 0,305, p - 0,048, kao najsnažniji prediktor izdvojena su uvjerenja i stavovi o nasilju (OR 1,957, p - 0,002), pri čemu Romkinje s većim stupnjem prihvaćanja predrasuda o nasilju imaju i veću šansu da budu žrtve nasilja. Konačno, uvođenjem kao nezavisne varijable i izloženost nasilju u djetinjstvu i to po pojedinim oblicima zlostavljanja (tjelesnom, psihičkom, seksualnom i ekonomskom), dobiven je prediktivni model koji se pokazao statistički značajnim (p < .01), a koji je od sva tri modela najbolje predviđao vrijednosti zavisne varijable, pri čemu su od prediktora bili značajni ranija dob rađanja prvog djeteta (OR 7,955, p - 0,041), ranija dob zasnivanja obitelji (OR 0,106, p - 0,017), veća brojnosti djece na skrbi (OR 3,087, p - 0,049) i izloženost tjelesnom (OR 14,560, p-0,001), ekonomskom (OR 4,728, p - 0,049) i psihičkom (OR 8,088, p - 0,000) nasilju u djetinjstvu. Izloženost nasilju u djetinjstvu toliko je snažan prediktor da njegovim uvođenjem u model stavovi o nasilju, odnosno veća sklonost prihvaćanja predrasuda o nasilju nad ženom te veća materijalna deprivacija gube prediktorsku snagu, čime je direktno potvrđena pretpostavka da su Romkinje koje su bile žrtve nasilja u djetinjstvu pod višestruko većim rizikom od bivanja žrtvom nasilja u odrasloj dobi. Roma families, as well as their beliefs and attitudes toward violence against Roma women in Roma families conducted on the sample of 350 Roma women living in 12 isolated Roma settlements in Međimurje County, by using logistic regression analysis, three predictive profiles of Roma women as victims of gender violence in Roma families were made. The applicable goal of the research is aimed at helping health and social services further shift the focus of their work towards the Roma women beneficiaries who are at higher risk of exposure to violence. In the first model, which included only the socio-demographic characteristics of respondents according to Wald’s test of significance of coefficients, older age (OR 1,848, p-0,007), higher material deprivation (OR 2,345, p-0.021) and the earlier age of birth of the first child (OR 7.962, p-0.004) were singled out as statistically significant from the predictors of Roma women’s exposure to domestic violence within Roma families. Extending the model with attitudes and prejudices about violence against women with the previously highlighted significant predictors, such as younger age (OR 1,760, p-0,015), earlier age of first child (OR 8,210, p-0,003) and earlier age of starting a family (OR 0.305, p-0.048), beliefs and attitudes toward violence were singled out as the strongest predictor(OR 1,957, p 0,002). Roma women with a higher degree of acceptance of prejudice about violence are also more likely to be victims of violence. Finally, the introduction of exposure to childhood violence through individual forms of abuse (physical, psychological, sexual and economic) as an independent variable resulted in a prediction model that proved to be the most statistically significant (p <.01), and out of all three models best predicted the values of the dependent variable, where the predictors were significant earlier age of birth of the first child (OR 7,955, p-0,041), earlier age of starting a family (OR 0,106, p-0,017), higher number of children in care (OR 3,087, p-0,049) and greater exposure to physical (OR 14,560, p-0.001), economic (OR 4,728, p-0,049) and psychological (OR 8,088, p-0,000) childhood violence. Exposure to domestic violence is such a strong predictor that by introducing it into the model, attitudes toward violence, i.e. a higher tendency to accept prejudices about violence against women and greater material deprivation, lose their predictive power. This directly confirms the assumption that Roma women who were victims of childhood violence are at a much higher risk of being a victim of adult violence.