Author:
Kamolov Sergey,Tarazevich Mariia
Abstract
Digitalization is becoming a priority in the development of the public governance system, and the question arises about the effectiveness and efficiency of management with the introduction of quantitative methods. This article presents a meta-analysis of relevant studies of quantitative methods that are used in the global practice of public administration. The purpose of the study: to determine a set of quantitative methods that will be necessary and sufficient in the decision-making arsenal of a public executive. A selection of two dozen articles was obtained during systematized research and grouped according to the criteria of compliance with a certain quantitative method and compared with the general potential of quantitative methods in relation to public administration. As a result, a classification of quantitative methods is proposed divided into three global classes of mathematical tools, namely, empirical, logical, and special methods. Methods from the classification are correlated with their potential areas of application in public administration. The authors concluded that it is necessary to increase the research, differentiate effective quantitative methods and introduce the necessary special training of managers for the rational application of quantitative methods in the public sphere.
Reference24 articles.
1. Ministry of Digital Development, Communications and Mass Media of the Russian Federation (2022). Digital Public Administration. Retrieved from https://digital.gov.ru/ru/activity/directions/882/?utm_referrer=https%3a%2f%2fwww.google.com%2f (in Russ.)
2. Contracting in Brazilian public administration: A machine learning approach
3. Application of Regression-Based Machine Learning Algorithms in Sewer Condition Assessment for Ålesund City, Norway
4. Simulation and Managerial Decision Making:A Double-Loop Learning Framework
5. Tao L., Liang H., Wen B., & Huang T. Between Nature and Nurture: The Genetic Overlap between Psychological Attributes and Selection into Public Service Employment. Public Administration Review.