RDLRDLEcosystem

News

Fresh writing on open science, research data, and the RDL ecosystem.

22 articles

How to Avoid Predatory Journals

Predatory journals charge fees but skip real peer review, damaging your record. Learn the warning signs and a simple checklist to tell a trustworthy venue from a fake one.

Jul 1, 20261 min read
research-integrity predatory-journals open-access

Writing a Great Dataset README

A README is the front door to your dataset. Learn what to put in it so anyone — including future you — can understand, trust, and reuse your data without asking for help.

Jul 1, 20261 min read
fair-data reproducibility documentation

Getting Started with Open Science

Open science sounds big, but you can start small. A practical first-steps guide to making your research more open, transparent, and reusable — without overhauling how you work.

Jul 1, 20261 min read
reproducibility open-access open-data

Peer Review Explained: Types and How It Works

Peer review is the quality check at the heart of research — but it comes in several forms. A guide to single-blind, double-blind, and open review, plus their strengths and blind spots.

Jul 1, 20261 min read
peer-review preprints scholarly-communication

Persistent Identifiers Beyond the DOI

The DOI is the most famous persistent identifier, but not the only one. Meet ORCID for people, ROR for organizations, and how connecting them builds a linked, trustworthy research record.

Jul 1, 20261 min read
persistent-identifiers metadata ror

Boosting Your Research Visibility Online

Great research that no one can find has little impact. Practical ways to make your work more discoverable — profiles, identifiers, open access, clear titles, and sharing your data.

Jul 1, 20261 min read
research-visibility academic-profile open-access

Understanding Citations and Research Impact

Citation counts, the h-index, and altmetrics all try to measure impact — imperfectly. A plain-language guide to what these metrics mean, what they miss, and how to build genuine impact.

Jul 1, 20261 min read
citations research-impact metrics

Sharing Sensitive Data Responsibly

Sensitive data can still be shared — carefully. An introduction to anonymization, controlled access, and the principle of "as open as possible, as closed as necessary."

Jul 1, 20261 min read
data-anonymization research-ethics research-data-management

Choosing a Data Repository: What to Look For

Where you deposit your data shapes whether it lasts and gets found. A checklist for choosing a trustworthy data repository — persistent identifiers, preservation, licensing, and discoverability.

Jul 1, 20261 min read
data-repository open-data research-data

Why Metadata Matters (and How to Write Good Metadata)

Metadata is the data about your data — and it decides whether your work can be found and reused. Learn what good metadata contains and how to write it so both humans and machines understand your dataset.

Jul 1, 20261 min read
metadata fair-data research-data-management

What Is Research Data? Types and Examples

Research data is more than spreadsheets. A clear overview of the main types — observational, experimental, simulation, and derived — with examples and why classifying yours matters for sharing.

Jul 1, 20261 min read
data-management-plan open-data research-data

How to Share Your Research Data: A Step-by-Step Guide

Sharing data well is a repeatable process, not an afterthought. A practical, step-by-step guide to preparing, documenting, licensing, and depositing your research data so others can find and reuse it.

Jul 1, 20261 min read
fair-data research-data-management data-sharing

The Reproducibility Crisis and How Data Sharing Helps

Many published findings are hard to reproduce, and hidden data is a big reason why. Learn what the reproducibility crisis is, why it happens, and how open data and transparent methods rebuild trust in research.

Jul 1, 20262 min read
research-integrity reproducibility open-data

Sharing Your Thesis Openly: Why Dissertation Archiving Matters

A thesis represents years of work — yet many sit unread in a drawer. Learn how open dissertation archiving with a persistent identifier makes your research discoverable, citable, and part of the scholarly record.

Jul 1, 20262 min read
research-visibility thesis dissertation

How to Cite a Dataset Correctly

Datasets deserve citations just like articles do. Learn the standard elements of a data citation, why the DOI is essential, and how proper data citation earns researchers credit for their data.

Jul 1, 20262 min read
data-citation research-data doi

Choosing a License for Your Research Data: CC BY, CC0, and Beyond

Without a license, your dataset is legally ambiguous and hard to reuse. This guide compares CC BY, CC0, and other Creative Commons options so you can pick the right one for open research data.

Jul 1, 20262 min read
copyright data-licensing open-data

Preprints Explained: Faster, Open Sharing of Research

A preprint lets you share findings before formal peer review, speeding up science and staking your claim early. Learn how preprints work, their benefits and trade-offs, and how open review is changing them.

Jul 1, 20262 min read
peer-review preprints scholarly-communication

How to Write a Research Data Management Plan (DMP)

A Data Management Plan is now required by most major funders. Learn what a DMP covers, from collection and storage to sharing and licensing, with a practical section-by-section template.

Jul 1, 20262 min read
funding data-management-plan research-data-management

Open Access vs Open Data: What's the Difference?

Open access and open data are related but not the same. This guide explains how free-to-read publications differ from reusable research data, and why modern open science needs both.

Jul 1, 20262 min read
research-sharing open-access open-data

ORCID iD: The One Identifier Every Researcher Needs

An ORCID iD is a free, permanent 16-digit ID that connects you to all of your research across your whole career. Learn what it solves, why publishers now require it, and how to make the most of yours.

Jul 1, 20262 min read
academic-profile researcher-identity author-disambiguation
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