{"title":"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","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":"{\"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}","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}
Factor structure of managerial competencies, training need assessment and employee productivity of mid-level information technology managers using principal component analysis
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.
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