O. Karasev, A. Beloshitskiy, E. Shitov, D. Arkhipov, Andrey Tulupov
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At the same time, innovative development is a complex and dynamically changing process, due to the high rates of development and implementation of new technologies on the level of commercial use in various tech companies. Therefore, it is advisable to use an assessment of the level of innovative development of a company in comparison with the market competitors. Today in the railway industry, there is a need to assess and constantly monitor the level of innovative development of companies. The relevance of building a single tool for assessing the level of innovative development of railway companies is due to the lack of unified and comprehensive methods for calculating such indexes in the industry and the necessary efficiency of innovative railway companies to increase their competitiveness in the transport services market.\n \n \n \n The main research methods used were bibliometric analysis, qualitative methods of information analysis and quantitative methods for the development of integral indexes (methods for standardizing indicators, methods for assigning specific weights, methods for aggregating indicators). The data for the assessment of the indicators as in 2019 were collected using available sources of information (including official reports and strategic planning documents of railway companies, scientific literature from the Scopus/Web of Science databases) and the opinions of independent industry experts. There are three groups of indicators used to form an integral assessment:\n - indicators for assessing the level of readiness of advanced innovative solutions and technologies (indicators are measured on a scale from 0 to 1 using the Technology Readiness Level scale, where 0 is no solution/ no supporting data; 0.5 is a solution at the development stage (TRL1-7), 0.75 is a solution at the approbation stage (TRL8), 1 is a solution at the production stage (TRL9).\n \n - binary indicators for assessing the presence or absence of the use of advanced innovative solutions and technologies (indicators are measured on a scale from 0 to 1, where 0 is no relevant functional (specific characteristic/ capability), 0.5 is possible existence with consideration of indirect factors, 1 - confirmed existence).\n \n - quantitative indicators for assessing the effectiveness and scope of innovation policy and the use of advanced innovative solutions and technologies (evaluated and ranked based on the minimum-maximum method).\n \n To aggregate these groups of indicators at the subindex level, there was calculated a subindex of the average value of the indicators. All the weights of the indicators included in one subindex are the same.\n \n \n \n \n The scientific result of the research is the development of a unique method (structure of the indicators) for calculating the integral index of innovative development of railway companies based on the analysis of the best domestic and foreign practices and approaches to the formation of integral indexes. The method for calculating the index was successfully tested as a part of the assessment of the level of innovative development of the Russian Railways holding.\n \n \n \n The main result of this work is integral index that has prospects in international practice as a tool for strategic planning of the activities of railway companies to improve efficiency and optimize work processes, as well as a tool for assessing the level of dynamics of the innovative development of the industry and increasing its competitiveness in comparison with other modes of transport.\n","PeriodicalId":38631,"journal":{"name":"Open Transportation Journal","volume":"1 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2022-05-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Integral Assessment of the Level of Innovative Development of the Railway Industry Companies\",\"authors\":\"O. Karasev, A. 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引用次数: 0
摘要
NTI能力中心在“大数据存储和分析技术”方向上,在综合指数的制定方面具有重要背景:a)IQ城市(向俄罗斯联邦建设部提交),b)俄罗斯联邦学科数字发展国家指数,c)引入人工智能的行业准备程度指数,d)国内领先公司的创新发展指数,包括航空运输和石油生产部门的创新发展。今天,创新、科学和技术发展是保持铁路行业在运输服务市场竞争力的关键因素之一。与此同时,创新发展是一个复杂而动态变化的过程,因为各种科技公司在商业使用层面上的新技术开发和实施率很高。因此,与市场竞争对手相比,最好对公司的创新发展水平进行评估。如今,在铁路行业,有必要评估和不断监测公司的创新发展水平。建立一个单一的工具来评估铁路公司的创新发展水平之所以重要,是因为该行业缺乏统一和全面的方法来计算这些指数,也缺乏创新铁路公司提高其在运输服务市场竞争力的必要效率。使用的主要研究方法是文献计量分析、信息分析的定性方法和制定综合指数的定量方法(指标标准化方法、指定具体权重的方法、汇总指标的方法)。截至2019年,指标评估数据是使用现有信息来源(包括铁路公司的官方报告和战略规划文件、Scopus/Web of Science数据库中的科学文献)和独立行业专家的意见收集的。有三组指标用于形成整体评估:-用于评估先进创新解决方案和技术的准备程度的指标(指标使用技术准备程度量表从0到1进行测量,其中0表示没有解决方案/没有支持数据;0.5表示处于开发阶段的解决方案(TRL1-7),0.75是认可阶段(TRL8)的解决方案,1是生产阶段(TRL9)的解决方法用于评估是否使用先进创新解决方案和技术的二元指标(指标以0到1的范围衡量,其中0表示没有相关功能(特定特征/能力),0.5表示考虑间接因素后可能存在,1-确认存在)用于评估创新政策的有效性和范围以及先进创新解决方案和技术的使用情况的量化指标(根据最小-最大值法进行评估和排名)。为了在分指数一级汇总这些指标组,计算了指标平均值的分指数。包含在一个子指数中的所有指标的权重都是相同的。研究的科学结果是,在分析国内外最佳实践和形成整体指标的方法的基础上,开发了一种独特的方法(指标结构)来计算铁路公司创新发展的整体指标。作为俄罗斯铁路控股公司创新发展水平评估的一部分,该指数的计算方法得到了成功测试。这项工作的主要成果是综合指数,该指数在国际实践中具有前景,可作为铁路公司提高效率和优化工作流程活动的战略规划工具,以及评估该行业创新发展动态水平和提高其与其他运输方式相比的竞争力的工具。
Integral Assessment of the Level of Innovative Development of the Railway Industry Companies
NTI Competence Center, in the direction “Technologies of Storage and Analysis of Big Data,” has significant background in the development of integral indexes: a) IQ Cities (to Ministry of Construction of the Russian Federation), b) National Index of digital development of the subjects of the Russian Federation, c) Index of readiness of industries for the introduction of artificial intelligence, d) Index of innovative development for leading domestic companies, including in the sector of air transportation and oil production.
Today, innovative, scientific, and technical development is one of the key factors in maintaining the competitiveness of the railway industry in the transport services market. At the same time, innovative development is a complex and dynamically changing process, due to the high rates of development and implementation of new technologies on the level of commercial use in various tech companies. Therefore, it is advisable to use an assessment of the level of innovative development of a company in comparison with the market competitors. Today in the railway industry, there is a need to assess and constantly monitor the level of innovative development of companies. The relevance of building a single tool for assessing the level of innovative development of railway companies is due to the lack of unified and comprehensive methods for calculating such indexes in the industry and the necessary efficiency of innovative railway companies to increase their competitiveness in the transport services market.
The main research methods used were bibliometric analysis, qualitative methods of information analysis and quantitative methods for the development of integral indexes (methods for standardizing indicators, methods for assigning specific weights, methods for aggregating indicators). The data for the assessment of the indicators as in 2019 were collected using available sources of information (including official reports and strategic planning documents of railway companies, scientific literature from the Scopus/Web of Science databases) and the opinions of independent industry experts. There are three groups of indicators used to form an integral assessment:
- indicators for assessing the level of readiness of advanced innovative solutions and technologies (indicators are measured on a scale from 0 to 1 using the Technology Readiness Level scale, where 0 is no solution/ no supporting data; 0.5 is a solution at the development stage (TRL1-7), 0.75 is a solution at the approbation stage (TRL8), 1 is a solution at the production stage (TRL9).
- binary indicators for assessing the presence or absence of the use of advanced innovative solutions and technologies (indicators are measured on a scale from 0 to 1, where 0 is no relevant functional (specific characteristic/ capability), 0.5 is possible existence with consideration of indirect factors, 1 - confirmed existence).
- quantitative indicators for assessing the effectiveness and scope of innovation policy and the use of advanced innovative solutions and technologies (evaluated and ranked based on the minimum-maximum method).
To aggregate these groups of indicators at the subindex level, there was calculated a subindex of the average value of the indicators. All the weights of the indicators included in one subindex are the same.
The scientific result of the research is the development of a unique method (structure of the indicators) for calculating the integral index of innovative development of railway companies based on the analysis of the best domestic and foreign practices and approaches to the formation of integral indexes. The method for calculating the index was successfully tested as a part of the assessment of the level of innovative development of the Russian Railways holding.
The main result of this work is integral index that has prospects in international practice as a tool for strategic planning of the activities of railway companies to improve efficiency and optimize work processes, as well as a tool for assessing the level of dynamics of the innovative development of the industry and increasing its competitiveness in comparison with other modes of transport.