Economic Analysis: Theory and Practice

An algorithm to forecast a strategy of innovative activities of enterprises

Vol. 16, Iss. 11, NOVEMBER 2017

Received: 18 May 2017

Received in revised form: 12 September 2017

Accepted: 17 October 2017

Available online: 29 November 2017

Subject Heading: Innovation

JEL Classification: С5, С32, О2, О11

Pages: 2111–2122

Ustinova L.N. Kazan State University of Architecture and Engineering, Kazan, Republic of Tatarstan, Russian Federation

Nizamova A.Sh. Kazan State University of Architecture and Engineering, Kazan, Republic of Tatarstan, Russian Federation

Virtsev M.Yu. Kazan State University of Architecture and Engineering, Kazan, Republic of Tatarstan, Russian Federation

Importance The current state of the industrial production market necessitates the development of universal valuation techniques and new approaches to innovative capacity management enabling to enhance the efficiency of tangible and intangible business opportunities of enterprises.
Objectives The study aims to develop an algorithm to predict innovative business strategies. To meet the challenge, we analyzed the interpretation of innovative capacity, the existing approaches to its management, and developed an algorithm to forecast an innovative activity strategy of enterprises.
Methods The study employs a systems approach and a data analysis method, using a correlation and regression analysis.
Results We developed an algorithm to forecast a strategy of innovative activities of enterprises based on their innovation profile.
Conclusions and Relevance The practical significance of the study is that the offered methodology can be applied to enterprises of different size and industry affiliation.

Keywords: innovative capacity, intellectual capital, management, economic systems


  1. Sirazetdinov R.M., Ustinova L.N. [Improvement of an algorithm for managing the innovative capabilities of economic systems]. Finansovaya analitika: problemy i resheniya = Financial Analytics: Science and Experience, 2015, no. 37, pp. 15–25. URL: (In Russ.)
  2. Ol'khovskii V.V. [Technological innovations as non-material actives science-technical progress]. Vestnik Saratovskogo gosudarstvennogo sotsial'no-ekonomicheskogo universiteta = Vestnik of Saratov State Socio-Economic University, 2007, no. 18, pp. 62–64. (In Russ.)
  3. Nayak R., Ketteringham J. Osushchestvlyaya proryvy. V kn.: Innovatsionnyi i tekhnologicheskii menedzhment: sbornik statei [Breakthroughs! In: Innovative and technological management: a collection of articles]. Moscow, Glavnaya redaktsiya zhurnala Problemy teorii i praktiki upravleniya Publ., 2001, pp. 4–9.
  4. Shumpeter J.A. Teoriya ekonomicheskogo razvitiya [Theorie der wirtschaftlichen Entwicklung]. Moscow, Progress Publ., 1982, 400 p.
  5. Bernal J. Vozniknovenie zhizni [The Origin of Life]. Moscow, Mir Publ., 1969, 392 p.
  6. Makarov A.M. [Formation of customer equity of the enterprise based on the marketing of relationships with consumers]. Prakticheskii marketing = Practical Marketing, 2004, no. 87, pp. 19–25. (In Russ.)
  7. Vaganyan O.G. [Management of intellectual capital as an effective instrument of strategic management in Russia in knowledge-based economy conditions]. Kreativnaya ekonomika = Journal of Creative Economy, 2007, no. 6, pp. 38–44. (In Russ.)
  8. Pankrukhin A.P. [Intellectual capital structure in Russia]. Gosudarstvennaya sluzhba = Public Administration, 2004, no. 1, pp. 17–29. (In Russ.)
  9. Perekhodov V.N. Osnovy upravleniya innovatsionnoi deyatel'nost'yu [Fundamentals of innovative activity management]. Moscow, INFRA-M Publ., 2005, 222 p.
  10. Trifilova A.A. Otsenka effektivnosti innovatsionnogo razvitiya predpriyatiya [Assessing the efficiency of innovative development of enterprises]. Moscow, Finansy i statistika Publ., 2005, 304 p.
  11. Gokhberg L.M., Kuznetsova I.A. [Innovative processes: Trends and problems]. Ekonomist = Economist, 2002, no. 2, pp. 50–59. (In Russ.)
  12. Faskhiev Kh.A. [The Intellectual capital – a basis of innovative development of the enterprise]. Vestnik UGATU, 2012, vol. 16, no. 1, pp. 207–219. (In Russ.)
  13. Chan Kuok Lam. [Assessing the indicators of human capital use in innovative economy]. Ekonomicheskie nauki = Economic Sciences, 2011, no. 74, pp. 38–42. (In Russ.)
  14. Stewart T.A. Intellectual Capital: The New Wealth of Organizations. New York, Nicholas Brealey Publishing, Business Digest, 1997.
  15. Leont'ev B.B. Tsena intellekta. Intellektual'nyi kapital v rossiiskom biznese [The price of brain. Intellectual capital in the Russian business]. Moscow, Aktsioner Publ., 2012, 196 p.
  16. Becker G. [Economic Analysis and Human Behavior]. THESIS, 1993, iss. 1, pp. 24–40. (In Russ.)
  17. Roslender R., Fincham R. Thinking critically about intellectual capital accounting. Accounting, Auditing & Accountability Journal, 2001, vol. 14, iss. 4, pp. 383–399. URL:

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