Взаимное влияние интеллектуального капитала и информационных технологий управления

Boris Sokolov, Dmitry Verzilin, Tatyana Maximova, Min Zhang
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Abstract

To date, there is a generally accepted idea of intellectual capital, and approaches have been developed to measure it at the micro and macro levels. Methods of patent analytics for the analysis of technological trends have been developed. At the conceptual level, it is known that there is a mutual influence of intellectual capital and technological trends, but there are no methodological developments for quantifying such influence using data from various sources. The purpose of the study was to quantify the mutual influence of national intellectual capital and modern management information technologies at the macro level. The mathematical foundations for the distinction of the components of intellectual capital and technologies were considered. The hypothesis about the statistical significance of the mutual influence of intellectual capital and management information technologies was confirmed. The dependence was approximated by linear regression of the intellectual capital index on the logarithm of the country's patent activity index in the field of IT management methods, which can be interpreted as a slowdown in the growth of the intellectual capital index when a certain level of patent activity is reached. It has been established that the more developed the economy, the higher the level of intellectual capital and the higher level of dissemination of IT management methods. China and India are clear exceptions to this pattern. China, which is an upper-middle-income country, demonstrates higher than the countries of its level of economic development, interconnected values of the index of intellectual capital, and the prevalence of IT-management methods. India, ranked 3rd among lower-middle-income countries, has commensurate rates of development of intellectual capital and the spread of IT-management methods with upper-middle-income countries. Further research may be related to testing hypotheses about quantitative relationships between intellectual capital and technological development via the proposed method. It is necessary to detail the identified dependencies by IPC codes and components of intellectual capital and identify dependencies for other technological areas.
知识资本和信息管理技术的相互影响
迄今为止,智力资本的概念已经被普遍接受,并且已经开发出了在微观和宏观层面上衡量智力资本的方法。用于分析技术趋势的专利分析方法已经发展起来。在概念层面,众所周知,智力资本和技术趋势之间存在着相互影响,但目前尚无利用各种来源的数据对这种影响进行量化的方法发展。本研究的目的是在宏观层面量化国家智力资本与现代管理信息技术的相互影响。研究了区分智力资本和技术组成部分的数学基础。证实了智力资本与管理信息技术相互影响的统计显著性假设。在IT管理方法领域,智力资本指数对国家专利活动指数的对数的线性回归近似反映了这种依赖关系,这可以解释为当专利活动达到一定水平时,智力资本指数的增长速度会放缓。人们已经确定,经济越发达,智力资本水平越高,信息技术管理方法的传播水平也越高。中国和印度显然是这种模式的例外。中国作为一个中高收入国家,其经济发展水平、智力资本指数的相互关联价值和信息技术管理方法的普及程度都高于其他国家。印度在中低收入国家中排名第三,其智力资本的发展速度和it管理方法的普及程度与中高收入国家相当。进一步的研究可能涉及通过提出的方法检验智力资本与技术发展之间定量关系的假设。有必要按IPC代码和智力资本组成部分详细说明已确定的依赖关系,并确定其他技术领域的依赖关系。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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