Experimental controls and reproducible inference
A biological experiment tests a stated hypothesis using measured outcomes and comparisons that address alternative explanations.
Key knowledge
A biological experiment tests a stated hypothesis using measured outcomes and comparisons that address alternative explanations. Controls clarify the effects of background, treatment and measurement. Reproducible inference requires reporting the materials, conditions and observations sufficiently to permit critical comparison and repetition where possible.
Conditions and scope
- Independent biological samples and repeated measurements of one sample answer different variability questions.
- A correlation or a successful assay does not alone establish a causal mechanism.
Sources · 3
References
Sources retain their recorded scope. A source link alone does not establish verification of every statement.
Mary Ann Clark, Matthew Douglas and Jung Choi — OpenStax, Rice University2 sources
- Experimental Design Assistant, Experimental UnitUK National Centre for the Replacement, Refinement and Reduction of Animals in ResearchTextbook chapter
Evidence and review
Read OpenStax testable hypothesis/control and reverse-genetics passages plus NC3Rs independently assigned-unit and repeated-observation examples; distinction is specific to actual design.
2026-10-10 · Independent AI editorial review: All 115 actual compact claims, hypotheses, equation/variable/unit tables and 251 origin semantic links independently read. All exact author source-binding rows and disclosed extents assessed; targeted original bodies or specifically identified indexed primary passages rechecked below. All retained biology compact records read for combined breadth. Independent AI editorial content and practical common-core inventory review; no human specialist, degree/laboratory proficiency, whole-textbook certification or experimental replication. Receipt: biology-independent-content-inventory-review.1.
Entry details
Permanent link to this entry ↗- Record identity
- uni-bio-experimental-controls
- Revision
- core.1
- Structured reference record
- University core expansion