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Why Good Intentions Aren’t Enough to Use Data Ethically
Significant ethical scandals are thankfully rare in institutional research and effectiveness (IR/IE). Every few years brings a case of an institution that has deliberately falsified data, usually data for external survey...Read Moreabout: Why Good Intentions Aren’t Enough to Use Data Ethically -
Let’s Prioritize Democratic Civility
Amid the election for our new AIR leaders, I think it is important as you contemplate who to vote for to reflect on the purpose of your vote. I fundamentally believe the leaders we choose are an image of our hope fo...Read Moreabout: Let’s Prioritize Democratic Civility -
Tips for Providing Accurate and Contextualized Information
We put a call out on the AIR Hub and Twitter for tips on making sure your work does not undermine the following of our Ethical Principles: "We provide accurate and contextualized information. We do not knowingly ...Read Moreabout: Tips for Providing Accurate and Contextualized Information -
Data Ethics Haiku
As data stewards, we are responsible for ensuring the privacy and security of information we use and share. The AIR Statement of Ethical Principles outlines the integrity of our profession. An important area of our ...Read Moreabout: Data Ethics Haiku -
Introduction to Data Ethics
Every day, more than 2.5 exabytes (1 exabyte = 1 billion gigabytes) of data are produced. By the end of 2025, estimates suggest that number will rise to 436 exabytes. Data is truly everywhere, and its use is expanding an...Read Moreabout: Introduction to Data Ethics -
Using the Self-Determined Professional Development Cycle© for Intentional Professional Growth
Many of my career positions have required a set amount of professional development each year. However, I have generally received few guidelines on which topics or activities to prioritize. I grew tired of putting off req...Read Moreabout: Using the Self-Determined Professional Development Cycle© for Intentional Professional Growth -
Campus Leaders Reflect on IR, Ethics
A consistent theme in the reactions to the AIR Statement of Ethical Principles has been concern over the tension between what campus leaders want and what IR/IE practitioners see as the correct or ethical path. We ...Read Moreabout: Campus Leaders Reflect on IR, Ethics -
Do Staff Adhere to Standards Dictating Ethical Use of Data?
One of the foundational principles of our work in data and analytics is the ethical use of data. In the 2018 AIR National Survey of IR Offices, we asked Office Leaders to evaluate the statement, “Staff adhere to st...Read Moreabout: Do Staff Adhere to Standards Dictating Ethical Use of Data? -
Evaluation of Stakeholder Data Literacy Skills
Data literacy is the ability to read, work with, analyze, and communicate with data*. As data and analytics professionals, we depend on our stakeholders to have the necessary data literacy skills to consume and use the ...Read Moreabout: Evaluation of Stakeholder Data Literacy Skills -
Data Visualization: Quick Tips
In this article we will be discussing the key aspects of creating effective dashboards that convey useful information and visualizing survey results. Communicating quantitative and qualitative data in an easily dig...Read Moreabout: Data Visualization: Quick Tips -
Effective Data Visualization Strategies at Small Schools
The Data Visualization Challenge at Small Institutions Higher education institutions are seeing the value more and more in their data assets. Small universities need to make data informed decisions but face the challeng...Read Moreabout: Effective Data Visualization Strategies at Small Schools -
Tailoring Visualizations to Suit Your Audience
Introduction An effective visualization of data should be relevant to its intended audience and convey meaning. Readers make choices about what they spend time viewing and they won’t spend time reviewing a graphic...Read Moreabout: Tailoring Visualizations to Suit Your Audience -
Office Leader's Professional Development Activities
Higher education changes quickly so professional development is critical to remain current and relevant. In the 2018 AIR National Survey of IR Offices, we asked Office Leaders to identify the types of professional develo...Read Moreabout: Office Leader's Professional Development Activities -
Following Up: IR in the Middle
As institutional researchers, we hold a plethora of knowledge that would be helpful for our institutions, yet we often find ourselves in positions where we have little authority to actually make change. There are histori...Read Moreabout: Following Up: IR in the Middle -
The Trouble with Inconsistent or Incorrect Data: A Higher Education Perspective
Data governance structures in higher education can lead to a lack of understanding of the value of data within an institution. According to the most recent American College President Study, college and un...Read Moreabout: The Trouble with Inconsistent or Incorrect Data: A Higher Education Perspective -
Using Images as Data Points in Excel Column Charts
There are many features in Microsoft Excel that go unnoticed. One of these features allows you to add flair to your data visualization with relative ease. When creating column charts in Excel, we often utilize the defaul...Read Moreabout: Using Images as Data Points in Excel Column Charts -
How Can We Use the AIR Statement of Ethical Principles During the Current Crises Affecting Higher Education?
Organizational and institutional commitments to ethical action are indispensable at a time when our larger societal commitment to values-based action appears to be in the throes of a volatile period of fractiousness and ...Read Moreabout: How Can We Use the AIR Statement of Ethical Principles During the Current Crises Affecting Higher Education? -
Help Improve the National Survey of IR Offices
The AIR National Survey of IR Offices collects data as part of a national benchmarking project to help leaders of IR offices compare their office operations against their peers to identify areas of needed improvement. Th...Read Moreabout: Help Improve the National Survey of IR Offices
About eAIR
Since 1987, eAIR has been the trusted newsletter for institutional researchers and data-informed leaders. Each issue brings you the latest perspectives, news, and practical resources to help you succeed in a changing higher education landscape.