Reading limits need not erase a result. Distinguish recruited from analyzed participants, measurement from explanation, statistical significance from importance, and a task result from transfer. A useful conclusion keeps essential conditions inside its wording.
Questions explored
Does a limitation make a result useless?
Not necessarily. It identifies the question its grounds reach; extension requires additional justification.
Does a small p-value give the probability of truth?
No. The ASA release connects it to a statistical model, separating truth probability, magnitude, and importance.
Have I checked all methods after reading only an abstract?
No. Confidence and descriptions of reading should fit the parts actually examined.
Key distinctions
Kok’s 2012 study analyzed eighteen of twenty recruited participants. (Kok/Jehee/de Lange methods; exclusions named, no universal sample.)
Reduced amplitude and improved pattern classification concern different measures. (Kok results distinguished from authors interpretation.)
A p-value is not a hypothesis truth probability; significance differs from magnitude and importance. (ASA official2016release principles2/5; no fulljournalreading claim.)
Bacon addresses contrary cases, while Hume addresses experience leading to expectation. (BaconI.XLVI/HumeV selected; not modern behavioral or neural experiments.)
The practice records understanding, rather than independently accepting a study or providing established therapy. (United Wisdom voluntaryneutralexercise.)
Limits of interpretation
- Preserve group, task, and measure conditions. Do not turn eighteen participants into a universal sample, interpretation into an independent measurement, a p-value into a truth probability, or a bounded result into a consequential recommendation. Philosophical comparisons are editorial; practice has no established efficacy claim.
Sources
- Novum Organum, I.XLVI — Francis Bacon
Fresh actual full XLVI read133–136, concerning confirmation, shipwreck countercases, philosophy and negative instances. Edition/Devey provenance previously actually checked by same author during independent W-07-N03 reading. No fullbook or Latin claim.
Source use: Historical edition/Gutenberg territorial licence; no worldwideclaim
- An Enquiry Concerning Human Understanding, V.2–12 — David Hume
Actual complete selected V.2–12 previously read by this same author during fresh independent W-08-N01 review today; initialdisplaygaps55–61 explicitly filled. Reused without unnecessary reread. No complete Enquiry claim.
Source use: Historical original; hostapparatus rights UNKNOWN
- American Statistical Association Releases Statement on Statistical Significance and P-Values — American Statistical Association
Actual selected introduction and all six principles read0–55 fully from official PDF. Journalstatement DOI10.1080/00031305.2016.1154108 direct fulltext opening unavailable; no full journal elaboration or thirdpage/contactreading claimed. English key quotation exact7words matched34.
Source use: Institutional release; specificreuse terms UNKNOWN, no rawimport or licenseassumption
- Less Is More: Expectation Sharpens Representations in the Primary Visual Cortex — Peter Kok; Janneke F.M.Jehee; Floris P.de Lange
Actual selected primary methods/results/discussion read by same author in fresh W-08-N01 independentreview immediately preceding this authoring, including corrected PDFlineformat outputgap. Twenty recruited, two excluded (movement/instructions), eighteen analyzed;75percent auditory orientationcue; orientation/contrast tasks; V1 amplitude↓ and patternclassification↑ distinguished. No supplement or independentdatareanalysis.
Source use: Copyrightjournal paper hostedauthorlab; particular licence UNKNOWN; short attributed summary only