Kurmanov, N. et al. 2022. Innovative Development of Kazakhstan’s Raw Material (Oil and Gas) Regions: Multifactorial Model for Empirical Analysis. International Journal of Energy Economics and Policy. 12, 4 (Jul. 2022), 131–140. DOI:https://doi.org/10.32479/ijeep.13201.