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Experimental Design
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Resources for Research Rigor & Transparency
A partnership between Office of Vice President for Research (OVPR) Office of Research Integrity (ORI) and University Library
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Experimental Design
Experimental Design
Sex as Variable
Data Acquisition
Resource Identification
Antibody & Cell Line Validation
Computational & Statistical Reproducibility
Clinical Research
Image Manipulation
Qualitative Research
Research Data Management
Experimental Design
Experimental Design Assistant: free online tool from the NC3Rs designed to guide researchers through the design of their experiments
NC3Rs: Experimental Design (reproducibility in animal studies)
NIH Rigor and Reproducibility Training Module 1: Lack of Transparency
NIH Rigor and Reproducibility Training Module 2: Blinding and Randomization
NIH Rigor and Reproducibility Training Module 3: Biological and Technical Replicates
NIH Rigor and Reproducibility Training Module 4:
Qualitative and Mixed Methods Provide Unique Contributions to Outcomes Research
Seeing is Believing? A Beginners' Guide to Practical Pitfalls in Image Acquisition (North, J Cell Bio 2006)
Six red flags for suspect works (Nature Comment 2013)
6 ways to access rigor checklist
Sex as Variable
NIH initiative to balance sex of animals in preclinical studies: generative questions to guide policy, implementation, and metrics
NIH-ORWH Course on Sex/Gender Differences
This online series of courses provides a foundation for sex and gender accountability in medical research and treatment.
Essential metrics for assessing sex & gender integration in health research proposals involving human participants
Sex and Gender Equity in Research: Rationale for SAGER Guidelines and Recommended Use
Methods and Techniques for Integrating the Biological Variable Sex into Preclinical Research
First steps for integrating sex and gender considerations into basic experimental biomedical research
Reviewer Guidance to Evaluate Sex as a Biological Variable (SABV)
Applying the new SABV (sex as a biological variable) policy to research and clinical care
SABV Decision Tree
SABV in Biomedicine Checklist
Gender Decision Tree
Gendered Innovations
Studying both sexes: a guiding principle for biomedicine
Strategies and methods for research on sex differences in brain and behavior
Age and Sex in Drug Development and Testing for Adults
How to study the impact of sex and gender in medical research: a review of resources
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