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Regional Economics: Theory and Practice
 

Factor analysis of the effectiveness of technoparks in Russia

ISSUE 8, AUGUST 2026

Received: 13 March 2026

Accepted: 23 April 2026

Available online: 27 August 2026

Subject Heading: SUSTAINABLE DEVELOPMENT OF REGIONS

JEL Classification: О32, O47, R11, R15, R59

Pages: 149-160

https://doi.org/10.24891/qotqss

Sergei L. BATIN Corresponding author, JSC "KRET", Moscow, Russian Federation
imbatin.sl@gmail.com

ORCID id: not available

Timur V. KRAMIN Kazan Innovative University named after V.G. Timiryasov, Kazan, Russian Federation
kramint@mail.ru

https://orcid.org/0000-0002-6020-6161

Subject. Key characteristics of Russian technology parks (infrastructure, ecosystem, management, and regional) and their impact on the performance of resident companies.
Objectives. Identifying and quantifying the factors that determine the performance of production, scientific-technical, and innovation activities of technopark residents in the current Russian conditions.
Methods. Econometric modeling.
Results. In 2023, the key positive impact on the performance of technopark residents was driven by the level of development of the technopark ecosystem and its readiness for global economic challenges, whereas in 2024, information openness came to the forefront. The overall investment attractiveness of the region and the formal efficiency of the management company are not statistically significant factors determining the success of residents, which points to the autonomy of the internal environment of technoparks.
Conclusions. To boost real innovation output, management companies need to shift their focus from just expanding space to improving the service ecosystem and digital transparency.

Keywords: technopark, technopark ecosystem, factor analysis, performance of residents, innovation infrastructure

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