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Regular version of the site

International Laboratory of Intangible-driven Economy

Publications
Article
Unlocking the power of human capital: how SMEs face risks In press

Molodchik M., Zavertiaeva M. A., Kirpishchikov D. et al.

Journal of Economic Studies. 2026.

Book chapter
Comparative Analysis of Encoder-Based NER and Large Language Models for Skill Extraction from Russian Job Vacancies

Matkin N., Smirnov A., Usanin M. et al.

In bk.: 12th International Conference, AIST 2024, Bishkek, Kyrgyzstan, October 17–19, 2024, Revised Selected Papers. Cham: Springer, 2025.

Working paper
Public procurement of innovations: case of Russia

Kashin D., Podgorenko J., Zavorohina A. et al.

ResearchGate. RG. ResearchGate, 2025

About the Laboratory

The International Laboratory of Intangible-driven Economy traces its origins to a research group that has been working in the field of intellectual capital and empirical finance at the HSE-Perm for the last eight years.
By carrying out comparative empirical research that develops awareness of intellectual resources as key drivers in the new economy, the Laboratory aims to become an international research centre that focuses on the role of intangibles in creating sustainable competitive advantages.
The research team includes both leading scholars and young fellows from the HSE and partner universities in Europe and the United States. 


Illustration for news: IDLab Seminar: The Impact of AI-Generated Project Descriptions on Crowdfunding Campaign Outcomes

IDLab Seminar: The Impact of AI-Generated Project Descriptions on Crowdfunding Campaign Outcomes

On February 27, 2026, a regular research seminar of the International Laboratory of Intangible-driven Economy (IDLab) was held. Valeriia Fedorova, Research Assistant at IDLab, presented a talk titled “Use of Generative AI in Project Descriptions and Funding Outcomes in Crowdfunding.”
The study was co-authored by Petr Parshakov, Head of the Laboratory, and Marina Zavertiaeva, Senior Research Fellow at IDLab.

Illustration for news: IDLab seminar: gender gap in investment and the "green" legitimacy of business

IDLab seminar: gender gap in investment and the "green" legitimacy of business

On February 20, 2026, the International Laboratory of Intangible-driven Economy (IDLab) hosted a scientific seminar featuring two research presentations. Petr Parshakov presented findings from a study on gender discrimination in investment seeking, while Iuliia Naidenova discussed whether companies leverage the disclosure of "green" intellectual capital in ESG reporting to restore their reputation following scandals.

Illustration for news: Intellectual Capital, Internationalization, and the Reputational Effects of Sanctions: the Third Seminar by IDLab and Iran University of Science and Technology Has Taken Place

Intellectual Capital, Internationalization, and the Reputational Effects of Sanctions: the Third Seminar by IDLab and Iran University of Science and Technology Has Taken Place

On February 16, 2026, a joint seminar was held by the International Laboratory of Intangible-driven Economy (IDLab) and Iran University of Science and Technology (IUST) under the project titled “Internationalization of Companies from Developing Countries: The Role of Intellectual Resources in Response to Exogenous Shocks,” implemented within the framework of HSE University’s “International Academic Cooperation” initiative. The seminar featured presentations of three studies addressing intellectual capital mobility, business resilience to sanctions pressure, and mechanisms of early internationalization by firms in emerging markets.

Illustration for news: ‘Policymakers Should Prioritise Investing in AI for Climate Adaptation’

‘Policymakers Should Prioritise Investing in AI for Climate Adaptation’

Michael Appiah, from Ghana, is a Postdoctoral Fellow at the International Laboratory of Intangible-Driven Economy (IDLab) at HSE University–Perm. He recently spoke at the seminar ‘Artificial Intelligence, Digitalization, and Climate Vulnerability: Evidence from Heterogeneous Panel Models’ about his research on ‘the interplay between artificial intelligence, digitalisation, and climate vulnerability.’ Michael told the HSE News Service about the academic journey that led him to HSE University, his early impressions of Perm, and how AI can be utilised to combat climate change.