False-Positive Psychology: Data on Flexibility in Analysis and Collection

Data from the 2011 article 'False-positive psychology' by Simmons, Nelson, and Simonsohn, shared via The Data Ark project. The dataset likely contains information related to undisclosed flexibility in data collection and analysis that can lead to false-positive results. It originates from the University of Pennsylvania and is hosted on the Papers with Code platform.

Use Cases

• Analyze the impact of analytical flexibility on statistical significance based on the described research context.
• Study methodological practices in psychological research based on the concepts of undisclosed flexibility.
• Develop or test methods for detecting or preventing false-positive results based on the described phenomena.

Strengths

• Data is associated with a seminal 2011 article in Psychological Science, providing academic credibility.
• Shared with explicit author permission as part of The Data Ark project, ensuring provenance.

Limitations

• Row count and file size are unknown, which may limit suitability assessment.
• Column-level documentation is absent; field semantics must be inferred after download.
• Last update date is unknown; freshness unverified.

Provenance

Source

University of Pennsylvania (Joseph P. Simmons, co-authors). Shared via The Data Ark project (osf.io/view/DataArk/).

Collection Method

Likely experimental or simulation data from the original research.