Methods reading room: what analytical reports actually establish · RESEARCH-25905

Case 22 — A literature note that separates hypothesis from observation

Clarification for “A literature note that separates hypothesis from observation”: the point beginning “State the study design and what was actually measured…” belongs to the question as written. It should not be read as a report that a new check, purchase or experiment has been completed. Review focus: scope. Keep the stated question separate from any broader claim.

Case 22 — A literature note that separates hypothesis from observation

Method note for “A literature note that separates hypothesis from observation”: use “State the study design and what was actually measured…” as a row heading in a proposed working record. Put the statement, its supporting source or measurement, and any unresolved detail in separate fields. This proposes a format; it supplies no additional evidence. Keep the stated question separate from any broader claim.

Case 22 — A literature note that separates hypothesis from observation

Limit of the answer in “A literature note that separates hypothesis from observation”: “State the study design and what was actually measured…” is an excerpt from the discussion, not an independent verification. A reader needs the relevant original material before treating an interpretation as established. Review focus: scope. Keep the stated question separate from any broader claim.

Case 22 — A literature note that separates hypothesis from observation

Correction note for “A literature note that separates hypothesis from observation”: retain the wording beginning “State the study design and what was actually measured…” in the record. If later material changes it, add the date, the changed wording and the source for that change; do not invent a completed correction here. Keep the stated question separate from any broader claim.

Case 23 — Correlation in a small observational dataset

Two variables move together in a small sample. What would a careful discussion acknowledge?

Exercise RESEARCH-25905/23: address this question within its stated limits.

Case 22 — A literature note that separates hypothesis from observation

Summary draft for “A literature note that separates hypothesis from observation”: the answer addresses “State the study design and what was actually measured…”; the related point is “Keep speculation explicitly labelled and avoid translating…”. Keep both connected to the opening question, and mark any conclusion needing further records as unresolved. Review focus: scope. Keep the stated question separate from any broader claim.

Case 23 — Correlation in a small observational dataset

Report sample size, potential confounders and measurement uncertainty. Association does not identify direction or causation, and exploratory results need independent evaluation.

Case 23 — Correlation in a small observational dataset

Clarification for “Correlation in a small observational dataset”: the point beginning “Report sample size, potential confounders…” belongs to the question as written. It should not be read as a report that a new check, purchase or experiment has been completed. Review focus: scope. Keep the stated question separate from any broader claim.

Case 23 — Correlation in a small observational dataset

Method note for “Correlation in a small observational dataset”: use “Report sample size, potential confounders…” as a row heading in a proposed working record. Put the statement, its supporting source or measurement, and any unresolved detail in separate fields. This proposes a format; it supplies no additional evidence. Keep the stated question separate from any broader claim.

Case 23 — Correlation in a small observational dataset

Limit of the answer in “Correlation in a small observational dataset”: “Report sample size, potential confounders…” is an excerpt from the discussion, not an independent verification. A reader needs the relevant original material before treating an interpretation as established. Review focus: scope. Keep the stated question separate from any broader claim.

Case 23 — Correlation in a small observational dataset

Correction note for “Correlation in a small observational dataset”: retain the wording beginning “Report sample size, potential confounders…” in the record. If later material changes it, add the date, the changed wording and the source for that change; do not invent a completed correction here. Keep the stated question separate from any broader claim.

Case 23 — Correlation in a small observational dataset

Summary draft for “Correlation in a small observational dataset”: the answer addresses “Report sample size, potential confounders…”; the related point is “Association does not identify direction or causation, and…”. Keep both connected to the opening question, and mark any conclusion needing further records as unresolved. Review focus: scope. Keep the stated question separate from any broader claim.

Case 24 — Units and scale: prevent a silent comparison error

Two figures use different units and one axis is logarithmic. How should a comparison be documented?

Exercise RESEARCH-25905/24: address this question within its stated limits.

Case 24 — Units and scale: prevent a silent comparison error

Clarification for “Units and scale: prevent a silent comparison error”: the point beginning “Record the original units and axis transformation, show any conversion…” belongs to the question as written. It should not be read as a report that a new check, purchase or experiment has been completed. Review focus: scope. Keep the stated question separate from any broader claim.

Case 24 — Units and scale: prevent a silent comparison error

Record the original units and axis transformation, show any conversion explicitly and retain the original values. Do not compare apparent visual distances across incompatible scales.