{"title":"通过人力资源分析影响泰国大型公司组织绩效的因果因素","authors":"Sukawat Penpokai, Sujira Vuthisopon, Amnuay Saengnoree","doi":"10.55951/nurture.v17i3.312","DOIUrl":null,"url":null,"abstract":"Purpose: The purpose of this study is to investigate the impact of the causal factors, namely Organizational Culture (OC), Technology Adoption (TEA), and HR Competencies (HRC) on Organizational Performance (ORP), with a focus on the moderating effect of HR analytics (HRA). \nDesign/Methodology/Approach: Data were collected using the purposive sampling method from 498 top management in the human resources department working for large-size organizations in Thailand. Confirmatory Factor Analysis (CFA) and Structural Equation Model (SEM) are applied as statistical techniques to validate and test the proposed hypotheses of the conceptual framework. \nFindings: Results give strong supporting evidence to accept all the proposed hypotheses that the studied factors are contributing to each other and creating an impact on organizational performance. \nConclusion: It is confirmed that ORC, TEA, and HRC have positively impacts on HRA and ORP. In addition, it is also confirmed that HRA acts as a moderating factor to facilitate the impact of ORC, TEA, and HRC on ORP. \nResearch Limitations/Implications: The scope of this study only focuses on large-size organizations that operate in Thailand. \nPractical Implications: This study provides guidelines for an organization to improve factors that can have a positive impact on their performances. \nContribution to Literature: This study serves as one of the pioneering contributions to the field of HRA and its implications for ORP.","PeriodicalId":38402,"journal":{"name":"Nurture","volume":"1 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2023-06-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":"{\"title\":\"The causal factors that affect the organizational performance of large-size companies in Thailand through HR analytics\",\"authors\":\"Sukawat Penpokai, Sujira Vuthisopon, Amnuay Saengnoree\",\"doi\":\"10.55951/nurture.v17i3.312\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Purpose: The purpose of this study is to investigate the impact of the causal factors, namely Organizational Culture (OC), Technology Adoption (TEA), and HR Competencies (HRC) on Organizational Performance (ORP), with a focus on the moderating effect of HR analytics (HRA). \\nDesign/Methodology/Approach: Data were collected using the purposive sampling method from 498 top management in the human resources department working for large-size organizations in Thailand. Confirmatory Factor Analysis (CFA) and Structural Equation Model (SEM) are applied as statistical techniques to validate and test the proposed hypotheses of the conceptual framework. \\nFindings: Results give strong supporting evidence to accept all the proposed hypotheses that the studied factors are contributing to each other and creating an impact on organizational performance. \\nConclusion: It is confirmed that ORC, TEA, and HRC have positively impacts on HRA and ORP. In addition, it is also confirmed that HRA acts as a moderating factor to facilitate the impact of ORC, TEA, and HRC on ORP. \\nResearch Limitations/Implications: The scope of this study only focuses on large-size organizations that operate in Thailand. \\nPractical Implications: This study provides guidelines for an organization to improve factors that can have a positive impact on their performances. \\nContribution to Literature: This study serves as one of the pioneering contributions to the field of HRA and its implications for ORP.\",\"PeriodicalId\":38402,\"journal\":{\"name\":\"Nurture\",\"volume\":\"1 1\",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2023-06-07\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"2\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Nurture\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.55951/nurture.v17i3.312\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q4\",\"JCRName\":\"Social Sciences\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Nurture","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.55951/nurture.v17i3.312","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"Social Sciences","Score":null,"Total":0}
The causal factors that affect the organizational performance of large-size companies in Thailand through HR analytics
Purpose: The purpose of this study is to investigate the impact of the causal factors, namely Organizational Culture (OC), Technology Adoption (TEA), and HR Competencies (HRC) on Organizational Performance (ORP), with a focus on the moderating effect of HR analytics (HRA).
Design/Methodology/Approach: Data were collected using the purposive sampling method from 498 top management in the human resources department working for large-size organizations in Thailand. Confirmatory Factor Analysis (CFA) and Structural Equation Model (SEM) are applied as statistical techniques to validate and test the proposed hypotheses of the conceptual framework.
Findings: Results give strong supporting evidence to accept all the proposed hypotheses that the studied factors are contributing to each other and creating an impact on organizational performance.
Conclusion: It is confirmed that ORC, TEA, and HRC have positively impacts on HRA and ORP. In addition, it is also confirmed that HRA acts as a moderating factor to facilitate the impact of ORC, TEA, and HRC on ORP.
Research Limitations/Implications: The scope of this study only focuses on large-size organizations that operate in Thailand.
Practical Implications: This study provides guidelines for an organization to improve factors that can have a positive impact on their performances.
Contribution to Literature: This study serves as one of the pioneering contributions to the field of HRA and its implications for ORP.