Related Experiment Videos
Open Science Practices in Systematic Reviews From 2014 to 2024: A Cohort Study of 300 Systematic Reviews
Kenneth Färnqvist1, Patrik Karlsson2, Vera Wachtmeister3
1Molecular Medicine and Surgery Karolinska Institutet Stockholm Sweden.
Cochrane Evidence Synthesis and Methods
|July 22, 2026
Summary
Open science practices like protocol registration are increasing in systematic reviews, but sharing reusable data and code remains uncommon, hindering research verification and reuse.
Area of Science:
- Meta-research
- Bibliometrics
- Scientific publishing
Background:
- Open science practices enhance research transparency and reusability.
- Systematic reviews are crucial for clinical guidance but often lack accessible materials for verification.
- Previous studies indicated limited open science adoption in systematic reviews.
Purpose of the Study:
- To estimate the prevalence of open science indicators in interventional systematic reviews.
- To assess temporal trends in open science practices from 2014 to 2024.
- To identify gaps in the accessibility of research materials for verification and reuse.
Main Methods:
- A cross-sectional meta-research study analyzed 300 interventional systematic reviews published in 2024.
- Searches were conducted in MEDLINE, Embase, and CINAHL for records indexed Jan-Feb 2024.
- Data extraction assessed protocol registration, data sharing, code sharing, and preprint dissemination, comparing with cohorts from 2014-2020.
Main Results:
- Protocol registration/availability increased significantly (RR 2.03 vs. 2014, RR 1.67 vs. 2020).
- Data availability statements rose (RR 1.98 vs. 2020), but actual data sharing remained low (24%) with nonlinear temporal patterns.
- Code sharing (1%) and preprints (2%) were rare and showed no significant temporal change.
Conclusions:
- While transparency indicators like protocol registration have improved, the sharing of reusable research materials (data, code) is still uncommon.
- A persistent gap exists between declared openness and operational accessibility in systematic reviews.
- More robust mechanisms are needed from journals and funders to improve data sharing and support independent verification and reuse.
Related Concept Videos
Observational Studies
Observational studies are a type of analytical study where researchers observe events without any interventions. In other words, the researcher does not influence the response variable or the experiment's outcome.
There are three types of observational studies – Prospective, retrospective, and cross-sectional.
Prospective Study
Prospective studies, also known as longitudinal or cohort studies, are carried out by collecting future data from groups sharing similar characteristics. One example of...
There are three types of observational studies – Prospective, retrospective, and cross-sectional.
Prospective Study
Prospective studies, also known as longitudinal or cohort studies, are carried out by collecting future data from groups sharing similar characteristics. One example of...
Types of Biopharmaceutical Studies: Controlled and Non-Controlled Approaches
Biopharmaceutical studies constitute a vital field aiming to enhance drug delivery methods and refine therapeutic approaches, drawing upon diverse interdisciplinary knowledge. In research methodologies, the choice between controlled and non-controlled studies significantly influences the study's reliability and accuracy.
Non-controlled studies, commonly employed for initial exploration, lack a control group, rendering them susceptible to biases and external influences. In contrast, controlled...
Non-controlled studies, commonly employed for initial exploration, lack a control group, rendering them susceptible to biases and external influences. In contrast, controlled...
Study Designs in Epidemiology
Epidemiological study designs are fundamental tools for investigating the distribution, determinants, and control of health conditions in populations. They help researchers understand the relationships between exposures and outcomes, and they broadly fall into two categories: "observational" and "experimental" studies.
Observational studies are those where the researcher does not intervene but rather observes natural variations. They include cross-sectional, cohort, and case-control studies.
Observational studies are those where the researcher does not intervene but rather observes natural variations. They include cross-sectional, cohort, and case-control studies.
The Scientific Method
The scientific method is a detailed, empirical problem-solving process used by biologists and other scientists. This iterative approach involves formulating a question based on observation, developing a testable potential explanation for the observation (called a hypothesis), making and testing predictions based on the hypothesis, and using the findings to create new hypotheses and predictions.Generally, predictions are tested using carefully-designed experiments. Based on the outcome of these...
Bias in Epidemiological Studies
Biases can arise at various stages of research, from study design and data collection to analysis and interpretation. Recognizing and addressing these biases is essential to ensure the validity and reliability of epidemiological findings.Broadly speaking, biases in epidemiology fall into three main categories: selection bias, information bias, and confounding. A more detailed description of possible biases is:
Clinical Trials
Clinical trials are prospective experimental studies conducted on humans to determine the safety and efficacy of treatments, drugs, diet methods, and medical devices. Using statistics in clinical trials enables researchers to derive reasonable and accurate conclusions from the collected data, allowing them to make wise decisions in uncertain situations. In medical research, statistical methods are crucial for preventing errors and bias.
There are four phases in a clinical trial. A phase one...
There are four phases in a clinical trial. A phase one...