社会服务领域的数字化过程管理

IF 1.2 Q4 MANAGEMENT Marketing and Management of Innovations Pub Date : 2023-01-01 DOI:10.21272/mmi.2023.2-16
Farhad Rahmanov, Rashad Salahov, Albina Hashimova
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引用次数: 1

摘要

由于数字技术的发展,社会领域的流动性越来越强,对变革进程的抵抗力也越来越强。现代社会需要24小时的高质量社会服务。数字化需要更加社会中立,理解这一点至关重要。一方面,数字技术为社会提供了新的视角、机会和解决方案,另一方面,数字技术也可能导致各种风险的出现。社会服务数字化过程的管理不仅涉及数字创新的实施,还涉及对社会和国家后果的评估。因此,本文旨在分析社会服务领域数字化的现代趋势,并开发一种科学和方法论方法,使数字化与教育、医疗保健和社会保护领域之间的功能联系正式化。本文通过对关键词共现的文献计量分析,证实了上述说法。它使人们能够在社会服务领域的数字化研究中确定以下载体:教育、保健和社会保护,这些研究通过不同的科学方法的棱镜预见到数字化的本质将发生变化。在这方面,本文致力于利用主成分分析、典型相关分析和多元回归模型研究数字化对教育、卫生保健和社会保护关键指标的影响。基于2020-2022年35个欧洲国家的样本。建立了三个典型模型,每个模型都检验了所研究国家的信息和通信部门指标(信息通信技术部门占国内生产总值的百分比、信息通信技术人员占总就业的百分比、按当前价格计算的信息通信技术部门增加值变化的百分比)与选定的教育、保健和社会保护指标之间的函数关系。结果发现,总体而言,数字技术的发展对社会服务产生了积极影响————数字化与教育和保健领域之间的关系仍然最为显著。根据回归模型,发现信通技术人员占总就业人数的百分比和信通技术部门按当前价格计算的增加值变化百分比受到应届毕业生就业率的积极影响,而受到医院床位和社会保护支出的消极影响。
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Management of Digitisation Processes in the Field of Social Services
Thanks to digital technologies, social spheres become increasingly mobile and resistant to transformational processes. Modern society needs to receive high-quality social services in a 24-hour format. It is essential to understand that digitalisation needs to be more socially neutral. On the one hand, digital technologies provide society with new perspectives, opportunities, and solutions, and on the other hand, they can cause the emergence of various risks. Management of the processes of digitalisation of social services involves not only the implementation of digital innovations but also the assessment of the consequences for society and the state. Thus, this article aims to analyse modern trends in digitalisation in the social services field and develop a scientific and methodological approach that will formalise the functional connections between digitalisation and the spheres of education, healthcare, and social protection. In the article, these statements are confirmed by the bibliometric analysis of keywords co-occurrence. It made it possible to identify the following vectors among studies of digitalisation in the field of social services: education, health care, and social protection, which foresee a change in the very essence of digitalisation through the prism of different scientifical approaches. In this regard, this article is devoted to studying the influence of digitalisation on critical indicators of education, health care, and social protection using Principal Component Analysis, Canonical Correlation Analysis and Multiple Regression Modelling. Based on a sample of 35 European countries in 2020-2022. Three canonical models were built, each of which tested the functional relationship between the indicators of the information and communication sector of the studied countries (Percentage of the ICT sector on GDP, Percentage of the ICT personnel in total employment, Percentage change of value added by ICT sector at current prices) and selected indicators of education, health care and social protection. As a result, it was found that, in general, the development of digital technologies has a positive effect on social services—still, the most significant relationship between digitalisation and the sphere of education and health care. As a result of regression modelling, it was found that the Percentage of the ICT personnel in total employment and the Percentage change of value added by the ICT sector at current prices are positively influenced by the Employment rates of recent graduates and negatively by Hospital beds and Expenditure on social protection.
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