Why Data Quality Matters - Now More Than Ever

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10-13-2016 10:59 PM
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Esri Frequent Contributor
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Not long ago, obtaining data for a GIS-based project was an arduous task. Because great time and effort was involved with either creating your own data or obtaining data that someone else created, you had to think carefully about the quality of the data that would go into your project. While it can still be cumbersome to obtain data at specific scales for specific areas, cloud-based data services, crowdsourced maps and databases and real-time streaming make it easy for anyone to obtain vast amounts of data in a short amount of time.

In such an environment where so much data is available, is data quality still of concern? I believe that yes, data quality does matter. In fact, because data is so easy to obtain data nowadays, and with the advent of crowdsourcing and cloud-based GIS such as ArcGIS Online, I submit that data quality considerations actually matter now more than ever before. And for those of us who are GIS, STEM, and geography educators, I believe this topic merits inclusion in many courses. In fact, I have found that discussing this topic connects well to critical thinking, spatial thinking, location privacy, and other relevant themes that we need to address in our courses.  In these three examples, I illustrate in an article I wrote for Directions Magazine, I focus on why data qual....

The first example describes my mapping of a GPS-collected track in ArcGIS Online.  The second example focuses on mapping health data for Rhode Island towns.  The last example is entitled "Walking on Water?" - and it has to do with resolution and scale.  But I won't spoil it for you - read the article, and then below this essay, I look forward to hearing how you teach about data quality.
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Why Data Quality Matters - Now More Than Ever. Examples.

About the Author
I believe that spatial thinking can transform education and society through the application of Geographic Information Systems for instruction, research, administration, and policy. I hold 3 degrees in Geography, have served at NOAA, the US Census Bureau, and USGS as a cartographer and geographer, and teach a variety of F2F (Face to Face) (including T3G) and online courses. I have authored a variety of books and textbooks about the environment, STEM, GIS, and education. These include "Interpreting Our World", "Essentials of the Environment", "Tribal GIS", "The GIS Guide to Public Domain Data", "International Perspectives on Teaching and Learning with GIS In Secondary Education", "Spatial Mathematics" and others. I write for 2 blogs, 2 monthly podcasts, and a variety of journals, and have created over 5,000 videos on the Our Earth YouTube channel. Yet, as time passes, the more I realize my own limitations and that this is a lifelong learning endeavor and thus I actively seek mentors and collaborators.