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THE                      JOURNAL OF ECONOMIC SCIENCES: THEORY AND PRACTICE, V.82, # 1, 2025, pp. 52-69

                    relative  shares  of  the  oil-gas  sector,  non-oil  sector  as  a  percentage  of  GDP,  ILO
                    reported unemployment rate and total GDP in absolute terms. A review of these trends
                    reveals a significant shift in sectoral dynamics. From 2005 to 2010, the oil-gas sector's
                    contribution to GDP sharply increased—peaking above 55%—driven by large-scale
                    hydrocarbon investments and export revenues. However, its share has since declined,
                    reflecting both global energy price fluctuations and national policy shifts. In contrast,
                    the non-oil sector, which fell to a low of around 37% in 2007, has steadily rebounded
                    and overtook the oil sector again by the early 2020s, reaching approximately 60% by
                    2024. This trend aligns with Azerbaijan’s “Strategic Road Maps” for economic reform
                    and the Vision 2025 agenda, which emphasize diversification to reduce dependence
                    on  hydrocarbons  and  promote  development  in  agriculture,  tourism,  ICT,  and
                    manufacturing. GDP growth has continued on an upward trajectory overall, but more
                    notably  so  in  years  when  the  non-oil  sector  expanded—suggesting  increasing
                    resilience. The dramatic decline in the unemployment rate between 2000 and 2019 is
                    clear evidence that the reforms in this sector are moving in the right direction. The
                    artificial increase in unemployment during the pandemic that swept the world in 2019-
                    2020 stabilized below 6% in the following years.
































                                           Figure 1. Evidence from Azerbaijan


                    LITERATURE REVIEW
                    The impact of unemployment on the social, economic, and psychological lives of
                    individuals  has  been  the  focus  of  researchers  for  many  years.  Empirical  research



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