“…First, this industry sector is essentially underfunded in Russian regions due to the current challenging economic situation in the country (Serebryakova et al, 2018;Lyapina et al, 2019). Secondly, although the government strives to stimulate the formation of clusters in Russia, companies struggle to cooperate and establish business networks, due to various institutional factors, such as cultural peculiarities (Sosnovskikh, 2017), business uncertainty (Grigoriev and Dekalchuk, 2017), and relationships with the government itself (Sharafutdinova and Steinbuks, 2017). Third, our tests revealed an absence of lag between investments (input) and results (density of the used high-technologies).…”