Synthetic research pipeline

Teaching data only. No actual participants or empirical findings. OLS paths are descriptive; the separate normal-model TOST numbers are not calculated from this dataset.

Records: 12; mean score: 67.333; sample SD: 9.129.

Six descriptive paths on synthetic dataOLS coefficients for study hours under three illustrative quality rules and two specifications. No real participants, confidence intervals or causal claims.Six descriptive paths ยท synthetic teaching dataPoint estimates only; choices are illustrative, not a validated specification-curve test.0.000.941.892.833.77all / unadjusted (n=12)3.573all / baseline_adjusted (n=12)3.214exclude_A / unadjusted (n=10)3.346exclude_A / baseline_adjusted (n=10)3.486exclude_A_B / unadjusted (n=8)3.390exclude_A_B / baseline_adjusted (n=8)3.023Score points per study hour (OLS coefficient)
All six illustrative paths
Quality ruleSpecificationnHours coefficient
allunadjusted123.572954
allbaseline_adjusted123.214139
exclude_Aunadjusted103.346457
exclude_Abaseline_adjusted103.486265
exclude_A_Bunadjusted83.389831
exclude_A_Bbaseline_adjusted83.023256

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