Mathematical model for evaluating the performance of the project manager in the implementation of innovative activity

The article describes a research that fits into the trends of the socio-technical point of view of one of the key markets of the National Technology Initiative — NeuroNet. This article considers and analyzes the models and approaches to the evaluation of the project manager competencies in terms of defining their professional and managerial qualities in the long term. The paper proposes a mathematical model for evaluating the efficiency of the project manager, which allows to increase the quality of the selection of an appropriate professional for the role of the project manager. The model also makes it possible to predict the efficiency of a specialist to given the increase in his management experience in the future

Keywords: innovative activity, project manager, performance evaluation, mathematical model, professional competencies, personal qualities, managerial experience


  1. Approaches to the formation and launching of new industries in the context of the National Technology Initiative, using the example of the sphere «Digital reality technologies and systems and promising «human-computer» interfaces (in the field of neuroelectronics). The Analytical Report. Available at: (accessed 29.09.2017) (In Russ.)
  2. Global Europe 2050. The Analytical Review. European Commission, 2012. 164 p. Available at: (accessed 29.09.2017)
  3. Internet human | human Internet map. Institute For The Future, 2012 Available at: (accessed 29.09.2017)
  4. Tukkel I.L., Surina A.V., Kultin N.B. Management of innovative projects [tutorial]. Saint-Petersburg, BHV-Petersburg, 2011, 416 p. (In Russ.)
  5. Vertakova Y.V., Simonenko E.S. Innovation management: theory and practice [tutorial]. Moscow, Eksmo, 2008, 432 p. (In Russ.)
  6. Zhukov Yu.M., Zhuravlev A.V., Pavlova E.N. Teambuilding Technologies [tutorial]. Moscow, Aspect Press, 2008, 320 p.
  7. Yakovec Yu.V. Grammar innovation and strategy of innovation and technological breakthrough. Innovatsii [Innovation], 2015, no. 6, pp. 15-19 (in Russian).
  8. Dagaev A.A. Grammar innovation and strategy of innovation and technological breakthrough. Innovatsii [Innovation], 2016, no. 12, pp. 28-33 (in Russian).
  9. Gureev P.M., Grishin V.N. Innovation potential: the problem definition and assessment. Innovatsii [Innovation], 2017, no. 4, pp. 89-92 (in Russian).
  10. Dzhons Z. Technical Project Manager: Advantages and Disadvantages. The Project Management Journal [Upravlenie proektami i programmami], 2015, no. 1, pp. 56-62 (in Russian).
  11. Akerlof G.A., Shiller R.J. Animal Spirits How human psychology drives the economy, and why it matters for global capitalism. Moscow, United Press, 2011, 280 p.
  12. Bormashova E.Yu. A new tool for top managers of the project organization on project management and awarding of project managers. Creative Economy [Kreativnaya Economica], 2012, no. 11, pp. 41-46 (in Russian).
  13. 13. Ward P. 360-degree feedback. Moscow, HIPPO, 2006, 336 p.
  14. Balyasov A.V., Puzhanova E.O. [Theory of active systems] Materialy mezhdunarodnoy nauchno-practicheskoy konferentsiyi pod obschey redaktsiey V.N. Burkova [Proc. Int. Conf. «Theory of active systems – 2014»]. Moscow, 2014, pp. 92 (in Russian).
  15. Sakal P., Yurik L., Shuyakova M. Proposal of the evaluation of competencies of managers through the method of analytic hierarchy process. Problems of territory development [Problemy razvitiya territorii], 2015, no. 5(79), pp. 36-51 (in Russian).
  16. Prokhorova M.V., Yakovleva A.V. The model of competences of the program projects manager [Model kompetentsiy rukovoditelya programmnykh proektov]. Business Management [Upravlenie predpriyatiem], 2014, no. 6, pp. 86-93 (in Russian).
  17. Apen’ko S.N., Makarova Zh.A. Professional’nye kompetentsii spetsialistov kosaltingovykh proektov v usloviyakh global’nogo rynka truda [Monograph]. Vinnitsa, Nilan-LTD, 2013, 182 p. (In Russ.)
  18. Apen’ko S.N., Makarova Zh.A., Popova O.V. Formirovanie I otsenka professional’nykh kompetentsiyi spetsialistov po upravlencheskomu konsul’tirovaniyu [Monograph]. Omsk, Publisher Omsk State University, 2014, 224 p. (In Russ.)
  19. Fomenko L.I., Obukhova N.A. Sistema otsenki I razvitiya rukovoditeley pervogo urovnya v TUMENTRANSGAZE. Gazovaya promyshlennost’ [GAS Industry of Russia], 2007, no. 12, pp 44-46 (in Russian).
  20. Hadad Y., Keren B., Laslo Z. A decision-making support system module for project manager selection according to past performance. International Journal of Project Management, 2013, no. 31, pp. 532-541.
  21. Hsu S.-C., Weng K.-W., Cui Q., Rand W. Understanding the complexity of project team member selection through agent-based modeling. International Journal of Project Management, 2016, no. 34, pp. 82-93.
  22. Its A.E., Surina A.V. Innovation and project management using approach W.R. Ashby. St. Petersburg State Polytechnical University, 2013, no. 4-2(183), pp. 77-82 (in Russian).
  23. Its A.E. [Model of the project manager in the innovation field]. Sbornik materialov 3 molodyozhnoy nauchnoy konferenysii «Informatika I kibernetika» (COMCON - 2017) [Proc. 3 youth conf. «Computing and Control» (COMCON - 2017)], 2017, pp. 399-404 (in Russian).
  24. RF Federal Law «Trudovoy kodeks Rossiyskoy Federatsii» of December 30, 2001 № 197-FZ (as amended on July 29, 2017) (as amended and supplemented, effective from 01.10.2017). (in Russ.).
  25. Ul’zetueva D. O metodakh otsenki effektivnosti deyatel’nosti kollektivov maloy I sredney chislennosti o pryamoy motivatsii. Upravlenie personalom [Human Resource Management], 2008, no. 17, pp. 52-56 (in Russian).
  26. Motivatsiya i effectivnost’ deyatel’nosti [Motivation and performance]. PosPsy. Available at: (accessed 01.12.2016). (In Russ.)
  27. Taradanov A.A., Startsev Y.N. Model level assessment of motivation staff in the organization. Bulletin of Chelyabinsk State University, 2013, no. 38 (329), pp/ 119-121 (in Russian).
  28. Gorovtsova M. Zayavki na uchastie v zakupke po 44-FZ: otsenivaem po-novomu! [Applications for participation in the purchase of 44-FZ: evaluate in a new way]]. GARANT.RU. Available at: (accessed 07.12.2016). (In Russ.)
  29. Adams B. Effective management of staff [book]. Moscow, AST, Astel’, 2006, 362 p. (In Russ.)