Factor structure of managerial competencies, training need assessment and employee productivity of mid-level information technology managers using principal component analysis

Q3 Business, Management and Accounting International Journal of Business Excellence Pub Date : 2023-01-01 DOI:10.1504/ijbex.2023.133558
Gayatri Panda, Manoj Kumar Dash
{"title":"Factor structure of managerial competencies, training need assessment and employee productivity of mid-level information technology managers using principal component analysis","authors":"Gayatri Panda, Manoj Kumar Dash","doi":"10.1504/ijbex.2023.133558","DOIUrl":null,"url":null,"abstract":"The purpose of this paper is to determine different factors of managerial competencies, TNA and employee productivity. Second, to consider the implications of such competencies and develop a conceptual framework among middle-level managers working in IT sector using PCA. The paper divided the study in two phases. The first phase is identification of competencies from the existing literature and validated scales, and identification of variables of training need assessment and variables of employee productivity. In second phase, through principal component analysis (PCA) technique and correlation analysis, the data was analysed on 412 valid responses collected during the data collection phase using a structured questionnaire. The authors used SPSS 20.0 to perform the analysis and reach to findings of the study. The identified competencies are dynamism and client oriented approach, acceptability towards change, delegation and team building, supportive environment risk management, ICT administration. Therefore, competency-based training technique develop strategies to utilise the competencies of employees for organisational growth and minimisation of wasted efforts for achieving maximum benefit and results.","PeriodicalId":39431,"journal":{"name":"International Journal of Business Excellence","volume":"19 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Journal of Business Excellence","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1504/ijbex.2023.133558","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"Business, Management and Accounting","Score":null,"Total":0}
引用次数: 0

Abstract

The purpose of this paper is to determine different factors of managerial competencies, TNA and employee productivity. Second, to consider the implications of such competencies and develop a conceptual framework among middle-level managers working in IT sector using PCA. The paper divided the study in two phases. The first phase is identification of competencies from the existing literature and validated scales, and identification of variables of training need assessment and variables of employee productivity. In second phase, through principal component analysis (PCA) technique and correlation analysis, the data was analysed on 412 valid responses collected during the data collection phase using a structured questionnaire. The authors used SPSS 20.0 to perform the analysis and reach to findings of the study. The identified competencies are dynamism and client oriented approach, acceptability towards change, delegation and team building, supportive environment risk management, ICT administration. Therefore, competency-based training technique develop strategies to utilise the competencies of employees for organisational growth and minimisation of wasted efforts for achieving maximum benefit and results.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
运用主成分分析法分析中层信息技术管理人员的管理能力、培训需求评估和员工生产力的因素结构
本文的目的是确定管理胜任力、TNA和员工生产力的不同因素。其次,考虑这些能力的含义,并在使用PCA在IT部门工作的中层管理人员中开发一个概念框架。本文将研究分为两个阶段。第一阶段是从现有文献和已验证的量表中识别胜任力,识别培训需求评估变量和员工生产力变量。第二阶段,采用结构化问卷,通过主成分分析(PCA)技术和相关分析,对数据收集阶段收集的412份有效问卷进行数据分析。作者使用SPSS 20.0进行分析并得出研究结果。所确定的能力是活力和以客户为导向的方法,对变化的接受性,授权和团队建设,支持性环境风险管理,信息通信技术管理。因此,以能力为基础的培训技术制定策略,利用员工的能力来促进组织发展,并最大限度地减少浪费的努力,以实现最大的利益和结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
International Journal of Business Excellence
International Journal of Business Excellence Business, Management and Accounting-Business and International Management
CiteScore
1.60
自引率
0.00%
发文量
80
期刊介绍: Business excellence relies heavily on the type of strategies, techniques and tools for measuring and benchmarking the business performance. Subsequently, identifying best practices and their implementation eventually decides excellence in business. Given the importance of business excellence, a journal devoted to performance evaluation and best practices, especially in order to be competitive in the global market, is essential. IJBEX addresses new developments in business excellence and best practices, and methodologies to determine these in both manufacturing and service organisations. Topics covered include: -Performance measures and metrics in business management- Methodologies and tools for performance measurement- Benchmarking business performance- Business excellence in various functional areas- Best practices in business management- World class business and operational strategies and techniques- Alignment between different levels of strategies- Understanding the customer requirements- Process design and management- Knowledge management for improved performance- Systems approach for determining the best practices- Six-Sigma, QFD, Taguchi methods and TQM- Data warehousing and data mining in business excellence- Measuring performance in creative industries- Best practices in creative economy and industries
期刊最新文献
Analyzing the Moderation Effect of Advertisement and Word of Mouth on Green Purchase Intention Analysis of the impact of different maintenance practices on business performance of SMEs using structural equation modeling. The role of religious values and power distance on the association between servant leadership and job satisfaction An empirical exploration of the continuance intention of m-shopping app users through the lens of smart experience co-creation A study on factors affecting academic stress amongst students of higher education – a system dynamic approach
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1