School of Information Systems

Business Analytics

Definition  

Business analytics is a process which businesses use statistical method and technologies for analyzing historical data to improve strategic decision making. These are the method of business analytics : 

  • Data Mining  
  • Predictive analytics  
  • Statistical analysis  

The use of these method is to analyse and transform data into useful information, identify, and anticipate trends and outcome. The essentials of business analytics are typically categorized into 3 analytics. The first is descriptive analytics, which analyses historical data to determine how a unit may respond to a set of variables. The second is predictive analytics, which looks at historical data to determine the likelihood of particular future outcomes. The third prescriptive analytics, this analytics is the combination of descriptive analytics process, which provides insight on what happened,  and predictive analytics process which provides insight on what might happen, providing a process by which users can anticipate what when and why it will happen. 

The Importance of business analytics  

 Nowadays, business analytics is really important for an organization. Business analytics entails the analysis of data to create predictive models, as well as the application of optimization techniques, and communicating the results to employees and customers. It utilizes a data-driven methodology to the business environment, and as such relying on statistics and data modeling to create insights for the business. Organizations employ Business analytics so they can make data-driven decisions. Business analytics gives business an excellent overview and insight on how companies can become more efficient, and these insights will enable such business optimize and automate their processes. The reason for this is that the insights gained via business analytics enable them to understand why specific results are achieved, explore more effective business processes, and even predict the likelihood of certain results. Business analytics also offers adequate support and coverage for businesses who are looking to make the right proactive decisions. Business analytics also allows organizations to automate their entire decision-making process, so as to deliver real-time responses when needed. 

Application 

Research, in the last few decades, highlight on the growing need of application of advanced techniques in the business  decision making for manager. The role of business analytics has become important due to  complex business problems, limited ability to  analyze  the available solutions as well as   shortage   of time for decision making. business   analytical   techniques   provide managers with more confidence in dealing with uncertainty in spite of the availability of huge data. Business  analytics   techniques   enable  the managers with capabilities  that   enable   them  to   take  quick   and  smart decisions   and  provide   stable  leadership   to   the  organization  to   compete   in   the   market effectively. On the other hand, it provides platform for the researchers to provide a path for the theory development.  

 

References: 

https://www.omnisci.com/technical-glossary/business-analytics 

https://exeedcollege.com/blog/why-business-analytics-is-so-important-for-success/ 

https://www.researchgate.net/publication/327669859_Business_Analytics_Concept_and_Applications 

Daffa Abhirama Widyatamaka