Nugraha Kusbianto, E. Sukoharsono, Arizal Darmawan
{"title":"探索大数据分析能力对印尼企业绩效的影响——业务流程敏捷性和面向流程的动态能力的中介分析","authors":"Nugraha Kusbianto, E. Sukoharsono, Arizal Darmawan","doi":"10.1109/ISCON57294.2023.10112001","DOIUrl":null,"url":null,"abstract":"Examining how influential Big Data Analytic Capabilities (BDAC) are in improving Firm Performance (FPER) in the Indonesian setting is the objectives of this study, which has seen a significant increase in Big Data expenditure in Asia but lacks research in this area. Additionally, the study proposes a theoretical model as a framework for developing BDAC. The IT Capability Framework and the mediation functions of both Process-oriented Dynamic Capability (PODC) and Business Process Agility (BPA serve as the foundation for this study model. A quantitative research method using purposive and snowball sampling techniques is applied to a sample of 53 Indonesian companies. The result is BPA is significant while the PODC is identified to be insignificant in mediating the BDAC and FPER relationship. This study provides a framework for understanding Big Data Analytics and empirical evidence of BDAC’s impact on the success of Indonesian firms.","PeriodicalId":280183,"journal":{"name":"2023 6th International Conference on Information Systems and Computer Networks (ISCON)","volume":"22 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-03-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Exploring the Impact of Big Data Analytics Capabilities on Indonesian Firm Performance - A Mediation Analysis of Business Process Agility and Process-oriented Dynamic Capability\",\"authors\":\"Nugraha Kusbianto, E. Sukoharsono, Arizal Darmawan\",\"doi\":\"10.1109/ISCON57294.2023.10112001\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Examining how influential Big Data Analytic Capabilities (BDAC) are in improving Firm Performance (FPER) in the Indonesian setting is the objectives of this study, which has seen a significant increase in Big Data expenditure in Asia but lacks research in this area. Additionally, the study proposes a theoretical model as a framework for developing BDAC. The IT Capability Framework and the mediation functions of both Process-oriented Dynamic Capability (PODC) and Business Process Agility (BPA serve as the foundation for this study model. A quantitative research method using purposive and snowball sampling techniques is applied to a sample of 53 Indonesian companies. The result is BPA is significant while the PODC is identified to be insignificant in mediating the BDAC and FPER relationship. This study provides a framework for understanding Big Data Analytics and empirical evidence of BDAC’s impact on the success of Indonesian firms.\",\"PeriodicalId\":280183,\"journal\":{\"name\":\"2023 6th International Conference on Information Systems and Computer Networks (ISCON)\",\"volume\":\"22 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2023-03-03\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2023 6th International Conference on Information Systems and Computer Networks (ISCON)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ISCON57294.2023.10112001\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2023 6th International Conference on Information Systems and Computer Networks (ISCON)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ISCON57294.2023.10112001","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Exploring the Impact of Big Data Analytics Capabilities on Indonesian Firm Performance - A Mediation Analysis of Business Process Agility and Process-oriented Dynamic Capability
Examining how influential Big Data Analytic Capabilities (BDAC) are in improving Firm Performance (FPER) in the Indonesian setting is the objectives of this study, which has seen a significant increase in Big Data expenditure in Asia but lacks research in this area. Additionally, the study proposes a theoretical model as a framework for developing BDAC. The IT Capability Framework and the mediation functions of both Process-oriented Dynamic Capability (PODC) and Business Process Agility (BPA serve as the foundation for this study model. A quantitative research method using purposive and snowball sampling techniques is applied to a sample of 53 Indonesian companies. The result is BPA is significant while the PODC is identified to be insignificant in mediating the BDAC and FPER relationship. This study provides a framework for understanding Big Data Analytics and empirical evidence of BDAC’s impact on the success of Indonesian firms.