Writing Reports with a Scheduling Mindset
There is an ever-growing need for reports to analyze the mass of data gathered by institutions. Resources to create and execute these reports are limited. An option to reduce the manual component of processing and sending these reports is to use a scheduler to...
Steps To Higher Education Data Cleanliness: A Technical Perspective
Introduction As data is collected daily through the heavy use of computers and the internet, we continue to be plagued by the problem of dirty data. Data that is error prone or inconsistent leads to bad outcomes, such as misguided decision making (e.g. inaccurate...
How to Pull Data From the Cloud: Things to Consider in Higher Education
More and more applications (software) are residing in the cloud. In the past, these applications were often viewed as black boxes. This means the end user sees an interface but has little insight into the processing that goes on within them. But that approach has been...
Top IPEDS Submission Mistakes: Based on Real Conversations
The IPEDS submission process is typically not a smooth one. From accessing to collecting to validating to formatting IPEDS data, there are numerous stages where mistakes can – and often do – occur. We’ve assembled a list of some of the most common mistakes made during...