“…The scientific literature also provides answers to the question of the dependence of real estate prices on the level of energy efficiency and thermal modernization (Pascuas et al, 2017), the factors of forced real estate sales (Renigier-Biłozor et al, 2018), and hedging inflation risks through investment in real estate (Salisu et al, 2020;Yeap & Lean 2017;Taderera & Akinsomi, 2020;Arnold & Auer, 2015), as well as the impact of improved road standards on housing prices (Theisen & Emblem, 2021). The dynamics of residential real estate prices for the Polish real estate market was investigated in Warsaw in different market segments (small, medium and large apartments in the primary and secondary market) and the dependence of prices between these segments (Brzezicka et al, 2019), real estate market analysis in Upper Silesia (Zuzańska-Żyśko, 2014) and analysis of foreign currency loans for housing (Buszko & Krupa, 2015).…”