Development of Information Analytical System for Quality Assessment of Human Capital in Digital Economy

Abstract

Over recent years both academic and business interest in investigating specific aspects of human capital has grown rapidly. The present paper is aimed at designing an information analytical system to assess quality of human capital. Theories and essential calculations are covered along with a practical description of what is involved in assessing human capital quality. The proposed system is built on a functional cognitive model implementing the main processes of formation, use and development of human capital at the regional level. The peculiarities of formation and use of human capital have been described and the necessity of system-based approach to its studying has been proved. Different ways of assessing quality of functioning of complex poorly structured systems have been analyzed. There has been proposed the procedure of assessing quality of human capital based on creating a process model of forming, developing and using human capital with a cognitive attitude towards modeling quality of processes and the relationships between them. There has been developed a method of choosing an effective strategy of quality management with a set of tools of parametric analysis and simulation processing model of spreading impulses of changing quality in the system. There have been proposed a number of qualimetric algorithms used to assess quality of system elements. There has been devised an information analytical system for human capital management to implement the procedures of making multilevel quality assessment and researching the dynamics of changes in quality parameters. The use of various strategies of quality management allows the proposed methods to make current integral quality assessment as a hierarchy of dynamic system changes and to determine the quality changes. The tools of the information analytical system enable the researchers to carry out different computational experiments which simulate the dynamics of quality change according to the chosen strategies and automatic processing of an immense amount of data.