In an earlier post we covered components of a data quality program and data quality rules. Today we want to discuss data quality assessment or measurement.
November 29, 2018
By
Brenda Reeb
In data,
education,
governance,
higher,
Data Cookbook,
quality,
assessment,
measurement,
intelligence
November 14, 2018
By
Aaron Walker
In data,
ed,
education,
governance,
higher,
Data Cookbook,
quality,
lineage,
intelligence
The profusion of data sources and systems organizations including higher education introduces plenty of challenges (headaches?) for data managers and consumers. One of the most difficult challenges...
November 07, 2018
By
Jim Walery
In data,
education,
governance,
higher,
idata,
Data Cookbook,
people,
HE,
benefits
So, you don’t trust your data. Well, you need to do something about it. You need to create a culture for having trusted data and have effective data governance (also called data intelligence) in...
October 24, 2018
By
Aaron Walker
In ed,
education,
governance,
higher,
reporting,
Data Cookbook,
analytics,
intelligence
Of our clients who have embarked on an analytics program, many of them have seen the same issues emerge that came up when they introduced Business Intelligence (BI) tools, as well as historically...
October 19, 2018
By
Brenda Reeb
In data,
education,
governance,
higher,
Data Cookbook,
quality,
intelligence
In an earlier post we described the components of a data quality program. Today we will discuss one of those components - data quality rules and a catalog to organize the rules. A data quality rule...
October 10, 2018
By
Jim Walery
In data,
education,
governance,
higher,
idata,
Data Cookbook,
HE,
organizational,
organization,
buy,
in,
buyin,
intelligence
Data governance or data intelligence at an organization is an on-going activity and like all major activities, needs buy-in from above for it to be successful. Since data governance requires input...
October 05, 2018
By
Brenda Reeb
In data,
education,
governance,
higher,
Data Cookbook,
quality,
approach,
intelligence
Data quality is critical at organizations such as universities. This post, one in a series on data quality, introduces data quality programs. Learn about the tasks involved and the benefits of a data...
September 12, 2018
By
Jim Walery
In best,
data,
education,
governance,
higher,
idata,
practices,
process,
request,
Data Cookbook,
HE,
intelligence
Data Governance and data intelligence is about best-practices designed to help people access, understand, connect, and effectively use your organization’s data across all systems.
August 30, 2018
By
Jim Walery
In best,
data,
education,
governance,
higher,
idata,
practices,
process,
request,
Data Cookbook,
HE
Data Governance and data intelligence is about best-practices designed to help people access, understand, connect, and effectively use your organization’s data across all systems.
July 31, 2018
By
Jim Walery
In data,
education,
governance,
higher,
idata,
process,
request,
Data Cookbook,
HE,
intelligence
Data Governance (also referred to as data intelligence) is about best-practices designed to help people access, understand, connect, and effectively use your organization’s data across all systems....
June 26, 2018
By
Jim Walery
In data,
education,
governance,
higher,
process,
Data Cookbook,
HE,
policies,
GDPR,
intelligence
The General Data Protection Regulation (GDPR) is a European Union (EU) law that took effect on May 25, 2018. This regulation provides greater protection to an individual’s personal information and...
May 23, 2018
By
Jim Walery
In data,
education,
governance,
higher,
process,
steward,
Data Cookbook,
people,
contents,
HE,
policies,
dictionary,
intelligence
A data dictionary is a repository of definitions of the data you use to make decisions at your organization. This post will suggest, gathered from our experience, the preferred way to build your data...
May 16, 2018
By
Jim Walery
In data,
education,
governance,
higher,
process,
trust,
Data Cookbook,
people,
communication,
contents,
HE,
deliverables,
policies,
intelligence
There are many paths to create data governance (data intelligence) content for organizations such as higher education institutions. Creation of the path should be determined by institution...
May 11, 2018
By
Jim Walery
In data,
ed,
education,
governance,
higher,
process,
trust,
Data Cookbook,
people,
communication,
contents,
HE,
deliverables,
policies,
intelligence
In higher education there are many types of content for data governance (also called data intelligence). This blog post will mention the 12 areas of content that we have learned about from our...
February 21, 2018
By
Brenda Reeb
In data,
education,
higher,
integration,
Data Cookbook,
system,
SIS,
Admissions,
CRM,
intelligence
No one can argue that the amount of data at a higher education institution is increasing - and it is located both on premise and in the cloud. The number of types of systems is increasing. In...
February 20, 2018
By
Brian Parish
In data,
ed,
education,
governance,
higher,
process,
trust,
Data Cookbook,
people,
communication,
HE,
intelligence
Data governance needs to provide trust in the data for it to be successful. Organizations need to trust their data so that they can make effective decision making. But building trust is not easy. It...
February 19, 2018
By
Brenda Reeb
In data,
education,
governance,
higher,
inventory,
Data Cookbook,
system,
knowledgebase,
contents,
intelligence
It is critical to know where your data resides. Therefore, it is necessary to inventory all of the data systems used at the organization. This post discusses what to include in an inventory. The...
February 18, 2018
By
Brenda Reeb
In data,
education,
governance,
higher,
Data Cookbook,
approach,
intelligence
There are many ways to approach data governance (or as we call it data intelligence) at an organization. This post lists the primary approaches and provides a list of items to consider when selecting...
February 17, 2018
By
Brenda Reeb
In data,
education,
higher,
inventory,
Data Cookbook,
system,
intelligence
Building a data system inventory is necessary, but not easy. This post describes the 8 steps we recommend when building your data system inventory at your organization.
February 16, 2018
By
Jim Walery
In data,
education,
governance,
higher,
inventory,
Data Cookbook,
system,
benefit,
knowledgebase,
intelligence
This blog post will cover the benefits of having an inventory of your data systems at your organization (such as a higher education institution). Part of the knowledgebase for data governance (also...
February 15, 2018
By
Brenda Reeb
In data,
education,
governance,
higher,
reporting,
Data Cookbook,
barriers,
intelligence
Implementing effective reporting at any organization is not easy (including higher education institutions). This post outlines the barriers to effective reporting and provides solutions to eliminate...
February 14, 2018
By
Brian Parish
In data,
education,
governance,
higher,
ROI,
intelligence,
return,
investment
In this post we review, from our experience and knowledge, various points in making the case for pragmatic data governance (or data intelligence) return on investment (ROI). Good data governance will...
February 14, 2018
By
Jim Walery
In data,
education,
governance,
higher,
integration,
HEDW,
survey,
forum,
warehousing,
intelligence
We were searching the web recently and came across this oldie but goodie survey by the Higher Education Data Warehousing (HEDW) forum (www.hedw.org) titled “2017 HEDW Survey of Top 10 Issues”....
Unsure of where your organization is in the data governance (data intelligence) process?
Then ask and answer the following questions:
At the end of last year, we attended a regional Institutional Research (IR) conference and sat in on a discussion group regarding data governance (data intelligence) challenges. We loved the great...