Investigating the business intelligence capabilities' and network learning effect on the data mining for start-up's function. Issue 5 (September 2022)

• Record Type: Journal Article
• Authors: Xu, Yi; Li, Xiaojuan; Mustakim, Fajaruddin bin; Alotaibi, Fahad M.; Abdullah, Nabaz Nawzad
• Is Part Of: Information processing & management. Volume 59:Issue 5(2022)
• Publication Date: 2022-09
• Subjects: Innovation -- Network learning -- Business intelligence capabilities -- Startups -- Data mining; Information storage and retrieval systems -- Periodicals; Information science -- Periodicals; Systèmes d'information -- Périodiques; Sciences de l'information -- Périodiques; Information science; Information storage and retrieval systems; Periodicals; 658.4038
• DOI: 10.1016/j.ipm.2022.103055
• Languages: English
• ISSNs: 0306-4573

Abstract

Highlights: The Network learning affects the performance of start-ups. The business intelligence influences the network learning & innovation of start-ups. The business intelligence affects the performance of start-up businesses. There is a relationship between innovation and start-up business performance. There is a relationship between innovation and network learning in start-ups. Abstract: In recent years, Startups are new concepts in the tech world and are meant to be temporary organizations designed to find a repeatable, scalable business model, while offering a new solution to the problem. What matters most about the success of startups is the right and reasonable targeting. This is something that is usually overlooked by a large percentage of such businesses, causing them to fail within a short period of time. Production of new product or service delivery is not possible without planning. The purpose of this study is to look deeper into how startups should identify and prioritize issues and problems when launching a new product or service. First, startups and subject-related businesses reviewed and then novel and emerging issues, including the status of data mining on startups' performance, the topics of Business Intelligence (BI), innovation and networked learning, and also their role in startups business discussed. Results showed that BI can provide a competitive advantage to startups. With this in mind, these businesses may adapt to the diverse needs of customers in the market and continue to survive, as well as gain greater market share over their competitors. Further, employing technology tools helps companies make their data available seamlessly or securely and by analyzing it, giving managers a better way of making decisions. According to the hypotheses, it was found that BI as a powerful tool in the field of information technology, creates a competitive advantage and it is necessary for start-up managers to accept this tool.