{"title":"建立主观幸福感基准模型:结构方程模型与模糊层次分析法的结合方法","authors":"Arun Aggarwal, Vinay Kukreja, Kamrunnisha Nobi","doi":"10.1108/ijqss-06-2022-0064","DOIUrl":null,"url":null,"abstract":"Purpose The purpose of this study is not only to develop an integrated model of subjective well-being (SWB) by using confirmatory factor analysis (CFA) and structural equation modeling (SEM) but also to prioritize the subfactors of personality and SWB that affect the contextual performance (CP) of an employee by using a fuzzy-analytical hierarchy process (FAHP), which has not been done in the past. Design/methodology/approach The data were collected from 15 field experts and 412 employees of information technology (IT) companies operating in India. The data analysis was performed in two stages. The first stage includes CFA and SEM. The second stage includes prioritizing the factor through FAHP. Findings The results of SEM analysis manifested that all the dimensions of personality have a significant impact on CP. However, in the case of SWB, only two components (satisfaction with life and positive affect) have a significant impact on CP. Results of FAHP show that SWB is more important in predicting CP than the Big Five personality dimensions. Originality/value This research is a novel attempt to test and prioritize the factors affecting the CP of IT employees. The findings of the research will be useful for managers in increasing the performance of their employees. Further, the findings of the research will contribute to the literature on the factors affecting CP.","PeriodicalId":14403,"journal":{"name":"International Journal of Quality and Service Sciences","volume":"11 1","pages":"0"},"PeriodicalIF":3.4000,"publicationDate":"2023-09-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Developing a benchmarking model for subjective well-being: a combined approach using structural equation modeling and fuzzy AHP\",\"authors\":\"Arun Aggarwal, Vinay Kukreja, Kamrunnisha Nobi\",\"doi\":\"10.1108/ijqss-06-2022-0064\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Purpose The purpose of this study is not only to develop an integrated model of subjective well-being (SWB) by using confirmatory factor analysis (CFA) and structural equation modeling (SEM) but also to prioritize the subfactors of personality and SWB that affect the contextual performance (CP) of an employee by using a fuzzy-analytical hierarchy process (FAHP), which has not been done in the past. Design/methodology/approach The data were collected from 15 field experts and 412 employees of information technology (IT) companies operating in India. The data analysis was performed in two stages. The first stage includes CFA and SEM. The second stage includes prioritizing the factor through FAHP. Findings The results of SEM analysis manifested that all the dimensions of personality have a significant impact on CP. However, in the case of SWB, only two components (satisfaction with life and positive affect) have a significant impact on CP. Results of FAHP show that SWB is more important in predicting CP than the Big Five personality dimensions. Originality/value This research is a novel attempt to test and prioritize the factors affecting the CP of IT employees. The findings of the research will be useful for managers in increasing the performance of their employees. Further, the findings of the research will contribute to the literature on the factors affecting CP.\",\"PeriodicalId\":14403,\"journal\":{\"name\":\"International Journal of Quality and Service Sciences\",\"volume\":\"11 1\",\"pages\":\"0\"},\"PeriodicalIF\":3.4000,\"publicationDate\":\"2023-09-13\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"International Journal of Quality and Service Sciences\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1108/ijqss-06-2022-0064\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"MANAGEMENT\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Journal of Quality and Service Sciences","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1108/ijqss-06-2022-0064","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"MANAGEMENT","Score":null,"Total":0}
Developing a benchmarking model for subjective well-being: a combined approach using structural equation modeling and fuzzy AHP
Purpose The purpose of this study is not only to develop an integrated model of subjective well-being (SWB) by using confirmatory factor analysis (CFA) and structural equation modeling (SEM) but also to prioritize the subfactors of personality and SWB that affect the contextual performance (CP) of an employee by using a fuzzy-analytical hierarchy process (FAHP), which has not been done in the past. Design/methodology/approach The data were collected from 15 field experts and 412 employees of information technology (IT) companies operating in India. The data analysis was performed in two stages. The first stage includes CFA and SEM. The second stage includes prioritizing the factor through FAHP. Findings The results of SEM analysis manifested that all the dimensions of personality have a significant impact on CP. However, in the case of SWB, only two components (satisfaction with life and positive affect) have a significant impact on CP. Results of FAHP show that SWB is more important in predicting CP than the Big Five personality dimensions. Originality/value This research is a novel attempt to test and prioritize the factors affecting the CP of IT employees. The findings of the research will be useful for managers in increasing the performance of their employees. Further, the findings of the research will contribute to the literature on the factors affecting CP.
期刊介绍:
The International Journal of Quality and Service Sciences seeks to explore various aspects of quality and services as closely interrelated phenomena in the context of ongoing transformation processes of organizations and societies. Thus the journals'' scope is not limited to micro perspectives of organizational and management related issues. It seeks further to explore patterns, behaviors, processes, mechanisms, principles and consequences related to quality and services in a broad range of organizational and social/global processes. These processes embrace cultural, economic, social, environmental and even global dimensions in order to better understand the past, to better diagnose the current situations and hence to design better the future. The journal seeks to embrace a holistic view of quality and service sector management and explicitly promotes the emerging field of ‘quality and service sciences’.The journal is an open forum and one of the main channels for communication of multi- and inter- disciplinary research and practices.