Author
Qi Liu
Founder
Qi Liu founded Open Variable Research and is responsible for its published judgments, evidence standards, revisions, and corrections.
Research responsibility
Published work separates disclosed facts, established theory, institutional views, analytical interpretation, and conditional scenarios. Each publication states what would strengthen, weaken, revise, or withdraw its conclusion.
The author profile does not imply external peer review or an institutional team that has not been disclosed.