Inequality of Opportunity in School Education: the Role of Territorial Factors

This study measures the impact of spatial factors on the educational achievements of Russian students. According to the theory of equal opportunities, individual achievements depend on two groups of determinants: uncontrollable circumstances and one’s own efforts. Inequality of achievements produced by inequality of effort is treated as ethically acceptable, while inequality arising from circumstances is unfair and therefore must be compensated. The research is based on the data of the International Program for the Assessment of Educational Achievements of Students (PISA), wave 2018. Multilevel regression modeling was applied. A two-level model was used, in which the first level is that of the student, while the second level is regional. The calculations showed that anywhere from 14 to 16% of the variance in Russian students’ academic achievements is attributed to interregional irregularities. We learned that controlling for socio-economic status, lack of staff and material support in the school, type of area in which the school is located, and gender of the student make it possible to slightly reduce the role of regional differences, though it still remained significant. To a certain extent the impact of regional factor can be explained by variations in the influence of family background, school characteristics and gender across regions. The estimation of regional random effects allowed for identifying both the leaders and the outsiders in terms of the availability and quality of school education. Calculations have shown that the leaders and outsiders are practically the same in regards to all three areas of literacy.