Data Curation as Data Literacy Education: Grad’s Declassified Data Survival Guide

abstract: To support graduate students in managing their research projects through temporal gaps, we created a research data management guide for graduate students, providing easily implementable practices that can be integrated into projects and workflows with as minimal burden as possible to the student or interruption to their team. This quick-start guide is designed to teach graduate researchers data literacy through the curation of their own project materials. In other words, by learning curation best practices and integrating them into an existing research project—where they have a vested interest in seeing the project succeed—graduate students can also become comfortable with how to evaluate data for use in their future research, how to set up projects from the beginning to plan for starts and stops in the work, and how to effectively manage and describe project materials.

Authors

Publication Details

Journal
Library trends
Published
2026-02-01
DOI
https://doi.org/10.1353/lib.2026.a983011
Primary Topic
Research Data Management Practices
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Data Curation as Data Literacy Education: Grad’s Declassified Data Survival Guide

Summer Mengarelli, Mikala Narlock
Library trends
Research Data Management Practices
article

Data Curation as Data Literacy Education: Grad’s Declassified Data Survival Guide

Summer Mengarelli, Mikala Narlock
article en

Abstract

abstract: To support graduate students in managing their research projects through temporal gaps, we created a research data management guide for graduate students, providing easily implementable practices that can be integrated into projects and workflows with as minimal burden as possible to the student or interruption to their team. This quick-start guide is designed to teach graduate researchers data literacy through the curation of their own project materials. In other words, by learning curation best practices and integrating them into an existing research project—where they have a vested interest in seeing the project succeed—graduate students can also become comfortable with how to evaluate data for use in their future research, how to set up projects from the beginning to plan for starts and stops in the work, and how to effectively manage and describe project materials.

Library trendsVol. 74(3)
Quality Education
Openalex Percentile: Top 70%
Research Data Management Practices
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.