The role of research data management in the academic ecosystem

Over the past 15 years, data management has received increasing attention among researchers and research policy agencies alike. Beyond the loss of trust triggered by questionable research practices (QRPs), the rapid expansion of data sources and new analytical methods has further underscored the need for professional data stewardship. While the field has developed significantly and matured institutionally, many of the systemic issues that made rigorous data management essential persist. I argue that a key reason lies in the incentive structures that have increasingly encouraged QRPs in recent years. This lecture proposes a reimagined academic ecosystem which could decrease the incentives for QRPs. In such a system, data management would no longer be treated as a support service. Instead, the scholarly publications about the creation and curation of accessible datasets would constitute one of the independent and mandatory academic outputs related to the research process.

Authors

Institutions

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-12-03
DOI
https://doi.org/10.5281/zenodo.18182302
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

The role of research data management in the academic ecosystem

Béla Janky
Zenodo (CERN European Organization for Nuclear Research)
Research Data Management Practices
article

The role of research data management in the academic ecosystem

Béla Janky
article en

Abstract

Over the past 15 years, data management has received increasing attention among researchers and research policy agencies alike. Beyond the loss of trust triggered by questionable research practices (QRPs), the rapid expansion of data sources and new analytical methods has further underscored the need for professional data stewardship. While the field has developed significantly and matured institutionally, many of the systemic issues that made rigorous data management essential persist. I argue that a key reason lies in the incentive structures that have increasingly encouraged QRPs in recent years. This lecture proposes a reimagined academic ecosystem which could decrease the incentives for QRPs. In such a system, data management would no longer be treated as a support service. Instead, the scholarly publications about the creation and curation of accessible datasets would constitute one of the independent and mandatory academic outputs related to the research process.

Zenodo (CERN European Organization for Nuclear Research)
Budapest University of Technology and Economics (HU)
Openalex Percentile: Top 20%
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.