Improving the reliability of research through better study design and statistical methods
Ensuring Reproducible Research through Rigorous Study Design, Statistical Analysis Planning, and Data Presentation within a Team Science Framework
['FUNDING_OTHER'] · VIRGINIA POLYTECHNIC INST AND ST UNIV · NIH-10947722
This study is working on improving how scientists conduct research in neuroscience by creating helpful resources that teach better ways to analyze data, so that the results are more trustworthy and can lead to better treatments for patients like you.
Quick facts
| Phase | ['FUNDING_OTHER'] |
|---|---|
| Study type | Nih_funding |
| Sex | All |
| Sponsor | VIRGINIA POLYTECHNIC INST AND ST UNIV (nih funded) |
| Locations | 1 site (BLACKSBURG, UNITED STATES) |
| Trial ID | NIH-10947722 on ClinicalTrials.gov |
What this research studies
This research focuses on enhancing the rigor and reproducibility of scientific studies, particularly in neuroscience, by developing educational resources that teach proper statistical methods and study design. The project aims to address common issues such as inadequate sample sizes and misuse of statistical techniques, which can lead to unreliable results. By fostering collaboration among biostatisticians, epidemiologists, and data scientists, the research will create a framework for effective team science that improves the quality of research outcomes. Patients may benefit indirectly as more reliable research leads to better-informed clinical practices and treatments.
Who could benefit from this research
Good fit: Ideal candidates for benefiting from this research include individuals involved in or affected by neurological conditions, as well as those interested in the outcomes of neuroscience research.
Not a fit: Patients with conditions unrelated to neuroscience or those not engaged in clinical research may not see direct benefits from this research.
Why it matters
Potential benefit: If successful, this research could lead to more reliable and effective treatments for patients by ensuring that clinical studies are designed and analyzed correctly.
How similar studies have performed: Previous research has shown that improving statistical training and study design can significantly enhance the quality and reproducibility of scientific findings, particularly in fields like neuroscience.
Where this research is happening
BLACKSBURG, UNITED STATES
- VIRGINIA POLYTECHNIC INST AND ST UNIV — BLACKSBURG, UNITED STATES (ACTIVE)
Researchers
- Principal investigator: HANLON, ALEXANDRA L — VIRGINIA POLYTECHNIC INST AND ST UNIV
- Study coordinator: HANLON, ALEXANDRA L
About this research
- This is an active NIH-funded research project — typically early-stage science, not a clinical trial accepting patient enrollment.
- Some NIH-funded labs run parallel clinical studies or seek volunteers for related work. To check, contact the principal investigator or institution listed above.
- For full project details, budget, and progress reports, visit the official NIH RePORTER page below.