Mitigating Errors in SPARCnet Field Research Educational Activity

<p>This interactive lesson introduces students to common sources of error in ecological field research and data management using realistic examples from the SPARCnet project. Through a combination of lecture, scenarios based discussion, collaborative data-checking activities, and reflection, students learn to identify, prevent, detect, and correct errors that can occur during field data collection, animal processing, marking, and data entry. <br /> Include glossary, discussion scenarios, table of data errors, and example dataset with errors. </p>

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Publication Details

Journal
QUBES
Published
2026-06-16
DOI
https://doi.org/10.25334/4ttv-3b49
Primary Topic
Research Data Management Practices
Type
article
Field-Weighted Citation Impact
0.00
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article

Mitigating Errors in SPARCnet Field Research Educational Activity

Carli Dinsmore, Sean C. Sterrett
QUBES
Research Data Management Practices
article

Mitigating Errors in SPARCnet Field Research Educational Activity

Carli Dinsmore, Sean C. Sterrett
article en

Abstract

<p>This interactive lesson introduces students to common sources of error in ecological field research and data management using realistic examples from the SPARCnet project. Through a combination of lecture, scenarios based discussion, collaborative data-checking activities, and reflection, students learn to identify, prevent, detect, and correct errors that can occur during field data collection, animal processing, marking, and data entry. <br /> Include glossary, discussion scenarios, table of data errors, and example dataset with errors. </p>

QUBES
Pennsylvania State University (US), Monmouth University (US), Monmouth College (US)
Quality Education
Openalex Percentile: Top 3%
Research Data Management Practices
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