Data analysis is used in the 9-step Integrated Enterprise Excellence (IEE) business management system when evaluating an organization as a whole to determine what areas of the business should be further investigated for improvement opportunities (step 4). Data analysis is also used in step 7 of the IEE system when investigating what might be done differently to improvement a particular process’ output response.
Data analysis that attempts to uncovering causal relations to a response can involve hypothesis tests that are to assess what is impacting an IEE 30,000-foot-level process-output predictive response. Statistical tools such as linear regression and analysis of variance can be involved in this assessment of historical data. Design of Experiments (DOE) can also be used to statistically determine through experimentation what factors and levels of factors might improve a desired response.
Necessary cookies are absolutely essential for the website to function properly. This category only includes cookies that ensures basic functionalities and security features of the website. These cookies do not store any personal information.
Any cookies that may not be particularly necessary for the website to function and is used specifically to collect user personal data via analytics, ads, other embedded contents are termed as non-necessary cookies. It is mandatory to procure user consent prior to running these cookies on your website.