Abstract
The study aims to empirically demonstrate and conceptually interpret the manifestations of an emerging approach to the issues of human capital, its measurement and development on the international academic, expert, and corporate agenda. We document a gradual shift from a focus on individual skills, their measurement and development, to an approach that considers the complexity of human capital and emphasizes holistic individual activity and the proactive role of the individual in his/her human development and in transforming the corporate environment.The authors show that the formation of this novel approach can be associated with new trends in socio-economic development, including the growing share of non-routine jobs, the transformation of work formats and broader processes of de-structuration, which require a proactive role of the individual in the maintenance and development of social structures, including business organizations. The study has shown that the formation of this new approach occurs gradually and simultaneously at the global level on the academic, expert, and corporate agendas, but with varying degrees of intensity and with different focuses. At the same time, it is the corporate agenda that can be regarded as a frontier. This study is based on a content analysis of academic publications, expert reports of international organizations and think tanks, as well as public reports and documents of the world’s leading innovative companies. The research employs the Big Data intelligence system iFORA.
References
Кузьминов Я.И., Сорокин П.С., Фрумин И.Д. (2019) Общие и специальные навыки как компоненты человеческого капитала: новые вызовы для теории и практики образования. Форсайт, 13(2), 19-41. DOI: https://doi.org/10.17323/2500-2597.2019.2.19.41
Куренной В.А., Хестанов Р.З., Сувалко А.С., Фигура М.Д., Космарский А.А., Картавцев В.В., Колесникова А.И. (2023) Ведущие мировые интеллектуалы о будущем, М.: НИУ ВШЭ.
Сорокин П.С. (2023) Проблема агентности через призму новой реальности: состояние и направления развития. Социологические исследования, 3, 103-114.
Acemoglu D., Autor D. (2011) Skills, tasks and technologies: Implications for employment and earnings. In: Handbook of Labour Economics (vol. 4) (eds. D. Card, O. Ashenfelter), Amsterdam: Elsevier, pp. 1043-1171.
Acemoglu D., Pischke J.S. (1999) The Structure of Wages and Investment in General Training. Journal of Political Economy, 107(3), 539-572. http://www.jstor.org/stable/2990782?origin=JSTOR-pdf.
Andrade H.L. (2019) A critical review of research on student self-assessment. Frontiers in Education, 4, 87. DOI: https://doi.org/10.3389/feduc.2019.00087
Angrist N., Djankov S., Goldberg P.K., Patrinos H.A. (2021) Measuring human capital using global learning data. Nature, 592, 403-408. DOI: https://doi.org/10.1038/s41586-021-03323-7
Archer M.S. (2003) Structure, agency and the internal conversation, Cambridge: Cambridge University Press.
Autor D., Handel M. (2013) Putting Tasks to the Test: Human Capital, Job Tasks and Wages. Journal of Labor Economics, 31(2), S59-S96.
Autor D. (2022) The Labor Market Impacts of Technological Change: From Unbridled Enthusiasm to Qualified Optimism to Vast Uncertainty (Working Paper 30074), Cambridge, MA: NBER.
Becker G.S. (1964) Human Capital: A Theoretical and Empirical Analysis, with Special Reference to Education, Chicago: The University of Chicago Press.
Bontis N. (2001) Assessing knowledge assets: A review of the models used to measure intellectual capital. International Journal of Management Reviews, 3(1), 41-60. DOI: https://doi.org/10.1111/1468-2370.00053
Bromley P., Meyer J.W. (2021) Hyper-management: Neoliberal expansions of purpose and leadership. Organization Theory, 2(3), 26317877211020327. DOI: https://doi.org/10.1177/26317877211020327
Buitrago-Ropero M.E., Ramírez-Montoya M.S., Laverde A.C. (2023) Digital footprints (2005-2019): A systematic mapping of studies in education. Interactive Learning Environments, 31(2), 876-889.
Cappelli P., Tavis A. (2016) The Performance Management Revolution. The Focus is Shifting from Accountability to Learning. Harvard Business Review, 94(10), 58-67.
Chamorro-Premuzic T., Winsborough D., Sherman R.A., Hogan R. (2016) New talent signals: Shiny new objects or a brave new world? Industrial and Organizational Psychology: Perspectives on Science and Practice, 9(3), 621-640.
Chamorro-Premuzic T., Akhtar R., Winsborough D., Sherman R.A. (2017) The datafication of talent: How technology is advancing the science of human potential at work. Current Opinion in Behavioral Sciences, 18, 13-16. DOI: https://doi.org/10.1016/j.cobeha.2017.04.007
Chan C.K., Fong E.T., Luk L.Y., Ho R. (2017) A review of literature on challenges in the development and implementation of generic competencies in higher education curriculum. International Journal of Educational Development, 57, 1-10. DOI: https://doi.org/10.1016/j.ijedudev.2017.08.010
Church A., Silzer R. (2016) Are We on the Same Wavelength? Four Steps for Moving From Talent Signals to Valid Talent Management Applications. Industrial and Organizational Psychology, 9(3), 645-654. DOI: https://doi.org/10.1017/iop.2016.65
Corazza G.E., Agnoli S., Mastria S. (2022) The dynamic creativity framework: Theoretical and empirical investigations. European Psychologist, 27(3), 191-206. DOI: https://doi.org/10.1027/1016-9040/a000473
Gathmann C., Schönberg U. (2010) How General Is Human Capital? A Task-Based Approach. Journal of Labor Economics, 28(1), 1-49. DOI: https://doi.org/10.1086/649786
Hampf F., Wiederhold S., Woessmann L. (2017) Skills, earnings, and employment: Exploring causality in the estimation of returns to skills. Large-scale Assessments in Education, 5(1), 1-30. DOI: https://doi.org/10.1186/s40536-017-0045-7
Hu R., Wang L., Zhang W., Bin P. (2018) Creativity, proactive personality, and entrepreneurial intention: the role of entrepreneurial alertness. Frontiers in Psychology, 9, 951. DOI: https://doi.org/10.3389/fpsyg.2018.00951
ILO (2021a) Changing demand for skills in digital economies and societies: Literature review and case studies from low- and middle-income countries, Geneva: International Labour Organization.
ILO (2021b) Digital platforms and the world of work in G20 countries: Status and policy action, Geneva: International Labour Organization.
Jeske D. (2022) Remote workers' experiences with electronic monitoring during Covid-19: implications and recommendations. International Journal of Workplace Health Management, 15(3), 393-409. DOI: https://doi.org/10.1108/IJWHM-02-2021-0042
Kim J., Park C.Y. (2020) Education, skill training, and lifelong learning in the era of technological revolution: A review. Asian-Pacific Economic Literature, 34(2), 3-19. DOI: https://doi.org/10.22617/WPS200008-2
Kim T.-Y., Hon A.H.Y., Crant J.M. (2009) Proactive Personality, Employee Creativity, and Newcomer Outcomes: A Longitudinal Study. Journal of Business and Psychology, 24(1), 93-103. http://www.jstor.org/stable/40605718.
KPMG (2022) The future of HR: From flux to flow, Amstelven: KPMG International.
Lazear E. (2009) Firm-Specific Human Capital: A Skill-Weights Approach. Journal of Political Economy, 117(5), 914-940. DOI: https://doi.org/10.17835/2076-6297.2022.14.3.059-073
Lewandowski P., Park A., Schotte S. (2020) The Global Distribution of Routine and Non-Routine Work (IZA Discussion Paper No. 13384), Bonn: IZA. DOI: https://doi.org/10.2139/ssrn.3631595
Li H.U.I., Jin H., Chen T. (2020) Linking proactive personality to creative performance: The role of job crafting and high-involvement work systems. The Journal of Creative Behavior, 54(1), 196-210.
Liu H., Bracht E., Zhang X., Bradley B, van Dick R. (2021) Creativity in non-routine jobs: The role of transformational leadership and organizational identification. Creativity and Innovation Management, 30, 129-143. DOI: https://doi.org/10.1111/caim.12419
Marginson S. (2019) Limitations of human capital theory. Studies in Higher Education, 44(2), 287-301. DOI: https://doi.org/10.1080/03075079.2017.1359823
Marr B., Chatzkel J. (2004) ntellectual capital at the crossroads: Managing, measuring, and reporting of IC. Journal of Intellectual Capital, 5(2), 224-229. DOI: https://doi.org/10.1108/14691930410533650
Mayer K.J., Somaya D., Williamson I.O. (2012) Firm-specific, industry-specific, and occupational human capital and the sourcing of knowledge work. Organization Science, 23(5), 1311-1329.
Moschetti M., Martínez Pons M., Bordoli E., Martinis P. (2020) The increasing role of non-state actors in education policy-making. Evidence from Uruguay. Journal of Education Policy, 35(3), 367-393.
Nusche D. (2008) Assessment of Learning Outcomes in Higher Education: A Comparative Review of Selected Practices (OECD Education Working Paper 15), Paris: OECD. DOI: https://doi.org/10.1787/244257272573
OECD (2014) Competency Framework, Paris: OECD.
OECD (2021) OECD Skills Outlook 2021: Learning for Life, Paris OECD. DOI: https://doi.org/10.1787/0ae365b4-en
Rotolo C.T., Church A.H. (2015) Big data recommendations for industrial-organizational psychology: Are we in whoville? Industrial and Organizational Psychology: Perspectives on Science and Practice, 8(4), 515-520.
Rotolo C.T., Church A.H., Adler S., Smither J.W., Colquitt A.L., Shull A.C., Foster G. (2018) Putting an end to bad talent management: A call to action for the field of industrial and organizational psychology. Industrial and Organizational Psychology, 11(2), 176-219.
Ryan A.M., Derous E. (2019) The unrealized potential of technology in selection assessment. Revista de Psicología del Trabajo y de las Organizaciones, 35(2), 85-92.
Sajjadiani S., Sojourner A.J., Kammeyer-Mueller J.D., Mykerezi E. (2019) Using machine learning to translate applicant work history into predictors of performance and turnover. Journal of Applied Psychology, 104(10), 1207-1225. DOI: https://doi.org/10.1037/apl0000405
Sattinger M. (1993) Assignment models of the distribution of earnings. Journal of Economic Literature, 31(2), 831-880. https://www.jstor.org/stable/2728516.
Schultz T.W. (1961) Investment in Human Capital. The American Economic Review, 51(1), 1-17. Schultz T.W. (1961) Investment in Human Capital.
UNESCO (2023) UNESCO Institute for Lifelong Learning (UIL): Annual Report, 2022, Paris: UNESCO.
Urbano D., Turro A., Wright M., Zahra S. (2022) Corporate entrepreneurship: A systematic literature review and future research agenda. Small Business Economics, 59, 1541-1565. DOI: https://doi.org/10.1007/s11187-021-00590-6
Van Der Velden R., Bijlsma I. (2019) Effective skill: A new theoretical perspective on the relation between skills, skill use, mismatches, and wages. Oxford Economic Papers, 71(1), 145-165. DOI: https://doi.org/10.1093/oep/gpy028
WEF (2018) The Future of Jobs Report 2018, Geneva: World Economic Forum.
Wenzel R., Van Quaquebeke N. (2018) The double-edged sword of big data in organizational and management research: A review of opportunities and risks. Organizational Research Methods, 21(3), 548-591. DOI: https://doi.org/10.1177/1094428117718627
Woods S.A., Ahmed S., Nikolaou I., Cristina Costa A., Anderson N.R. (2020) Personnel selection in the digital age: a review of validity and applicant reactions, and future research challenges, European Journal of Work and Organizational Psychology, 29(1), 64-77. DOI: https://doi.org/10.1080/1359432X.2019.1681401

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