Economic Analysis: Theory and Practice

Analyzing and modeling the demand and supply indicators for engineers and technical specialists

Vol. 17, Iss. 5, MAY 2018

Received: 1 March 2018

Received in revised form: 12 March 2018

Accepted: 21 March 2018

Available online: 29 May 2018


JEL Classification: C30, C50, J24, J44, O40

Pages: 886-905

Varshavskii A.E. Central Economics and Mathematics Institute, RAS, Moscow, Russian Federation

Kochetkova E.V. Central Economics and Mathematics Institute, RAS, Moscow, Russian Federation

Importance The article addresses the analysis and modeling of the labor market of engineering and technical specialists and possibilities to estimate a potential imbalance of demand and supply in this category of personnel.
Objectives The purpose is to reveal factors affecting the demand for and supply of engineers and technical staff with the help of modeling, to develop and test closed models of the labor market of this category of specialists based on data for the USA and Russia.
Methods We employ an economic and statistical analysis, modeling, and cross-country comparisons.
Results We offer two types of closed models to analyze changes in the labor market of engineering and technical staff. Testing the models based on data for the USA enabled to develop their modifications for the Russian labor market of the said specialists. Using a more complicated model that considers the results obtained in our previous works, we performed the analysis of possible imbalance of demand and supply of engineering and technical specialists up to 2020.
Conclusions The results of modeling enable to estimate a possible imbalance of demand and supply of engineers and technical specialists till 2020. They show the need for improving the labor conditions, quality of engineering and technical education, systems of monitoring the demand for this category of specialists, and planning their training. In future, when modeling the labor market of engineering and technical specialists, it is crucial to pay attention to behavioral models of occupational choice, processes of deindustrialization and reindustrialization, outsourcing and offshoring.

Keywords: engineer, technical specialist, model, labor market


  1. Varshavskii L.E. [Forecasting the dynamics of labor component for Russian scientific potential]. Ekonomika i matematicheskie metody = Economics and Mathematical Methods, 1999, vol. 35, no. 1, pp. 43–55. (In Russ.)
  2. Briscoe G., Wilson R. Explanations of the Demand for Labour in the United Kingdom Engineering Sector. Applied Economics, 1991, vol. 23, iss. 5, pp. 913–926. URL:
  3. Wong J.M.W., Chan A.P.C., Chiang Y.H. Construction Manpower Demand Forecasting: A Comparative Study of Univariate Time Series, Multiple Regression and Econometric Modelling Techniques. Engineering, Construction and Architectural Management, 2011, vol. 18, iss. 1, pp. 7–29. URL:
  4. Abdih Y., Behar A. et al. Model' dlya analiza i prognozirovaniya pokazatelei rynka truda [A Template for Analyzing and Projecting Labor Market Indicators]. URL: (In Russ.)
  5. Rumberger R.W., Levin H.M. Forecasting the Impact of New Technologies on the Future Job Market. Technological Forecasting and Social Change, 1985, vol. 27, iss. 4, pp. 399–417.
  6. Boswell C., Stiller S., Straubhaar T. Forecasting Labour and Skills Shortages: How Can Projections Better Inform Labour Migration Policies? Hamburg Institute of International Economics (HWWA). Paper Prepared for European Commission, DG Employment and Social Affairs, 2004. URL:
  7. Korovkin A.G. Dinamika zanyatosti i rynka truda. Voprosy makroekonomicheskogo analiza i prognozirovaniya [Trends in employment and the labor market. Issues of macroeconomic analysis and forecasting]. Moscow, MAKS-Press Publ., 2001, 320 p.
  8. Freeman R.B. A Cobweb Model of the Supply and Starting Salary of New Engineers. Industrial Labor Relations Review, 1976, vol. 29, iss. 2, pp. 236–248.
  9. Neugart M. The Supply of New Engineers in Germany. WZB-Discussion Paper, 2000, no. FS I 00-209.
  10. Taylor R.E., Rosen H., Pratzner F.C. Responsiveness of Training Institutions to Changing Labor Market Demands. The National Center for Research in Vocational Education, the Ohio State University, Columbus, Ohio, 1983.
  11. O'Connell J.F. The Labor Market for Engineers: An Alternative Methodology. The Journal of Human Resources, 1972, vol. 7, iss. 1, pp. 71–86.
  12. Fiorito J., Dauffenbach R.C. Market and Non-Market Influences on Curriculum Choice by College Students. Industrial and Labor Relations Review, 1982, vol. 36, iss. 1, pp. 88–101.
  13. Williams M.L., Leppel K. Modelling Occupational Choice in Blue-collar Labor Markets. Economics of Education Review, 1994, vol. 13, iss.3, pp. 243–250. URL:
  14. Ryoo J., Rosen S. The Engineering Labor Market. Journal of Political Economy, 2004, vol. 112, iss. S1, part 2, pp. 110–140.
  15. Blume-Kohout M.E., Clack J.W. Are Graduate Students Rational? Evidence from the Market for Biomedical Scientists. PLoS ONE, 2013, vol. 8, iss. 12. URL:
  16. Varshavskii A.E. [Problems of Macroeconomic Policy and Innovation Activity]. Upravlenie, 2014, no. 2, pp. 53–62. (In Russ.)
  17. Gimpel'son V.E., Kapelyushnikov R.I., Luk'yanova A.L. [Demand for Labour in Russian Industry: Between Shortage and Excess]. Ekonomicheskii zhurnal Vysshei shkoly ekonomiki = The HSE Economic Journal, 2007, vol. 11, no. 2, pp. 163–199. (In Russ.)
  18. Gimpel'son V.E., Kapelyushnikov R.I., Luk'yanova A.L. Uroven' obrazovaniya rossiiskikh rabotnikov: optimal'nyi, izbytochnyi, nedostatochnyi? [Education level of Russian workforce: Optimal, excessive or insufficient?]. Moscow, SU HSE Publ., 2010, 64 p.
  19. Varshavskii A.E., Kochetkova E.V. [An analysis of engineering workforce indicators of Russia]. Ekonomicheskii analiz: teoriya i praktika = Economic Analysis: Theory and Practice, 2016, vol. 15, no. 9, pp. 67–85. URL: (In Russ.)
  20. Egorshin A.P., Ablyazova N.O., Gus'kova I.V. [Economics Higher Education in Russia: The Current State of Affairs and a Forecast until 2015]. Voprosy obrazovaniya = Educational Studies, 2007, no. 2, pp. 43–55. (In Russ.)
  21. Chumadin A., Ershov V. [Aerospace industry workforce training: Problems of standardization]. Vysshee obrazovanie v Rossii = Higher Education in Russia, 2006, no. 7, pp. 65–69. (In Russ.)
  22. Varshavskii L.E., Dubinina M.G., Petrova I.L. [Human capital development for science and technology in Russia and abroad]. Kontseptsii = Concepcii, 2007, no. 1, pp. 12–26. (In Russ.)
  23. Varshavskii A.E. [On the strategy of science and technological development of the Russian economy]. Obshchestvo i ekonomika = Society and Economics, 2017, no. 6, pp. 5–27. (In Russ.)

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Vol. 17, Iss. 5
May 2018