Measure Transparency Registry

Every measure on the ImplicitifyAI platform is documented here with its provenance, validation status, scoring algorithm, and evidence tier. No black-box scoring.

The Measure Transparency Registry is a commitment to open psychometrics. Each entry documents: (1) the source publication and original validation sample; (2) the exact scoring algorithm implemented; (3) the normative reference used for standardization; (4) the evidence tier classification; and (5) any known limitations or population constraints.

Interpersonal Domain

Measure Source Items Scoring Evidence Tier
IPC-32 Markey & Markey (2009); items from the public-domain IPIP 32 Circumplex octant scores; angular displacement formula Established
ECR-SF Wei et al. (2007) 12 Anxiety subscale mean, Avoidance subscale mean Established
CCRT Luborsky (1977) N/A (narrative) Category coding; frequency counts for W, RO, RS Established

Self-Regulation Domain

Measure Source Items Scoring Evidence Tier
DSQ-88 Andrews, Singh & Bond (1993) 88 Mean scores for 20 defense subscales; 3-factor solution Established
ECR-SF Wei et al. (2007) 12 Anxiety and Avoidance subscale means Established
PSE Smith (1992); McClelland et al. (1989) 6 pictures Motive imagery scoring: Achievement, Power, Affiliation Established

Psychopathology Domain

Measure Source Items Scoring Evidence Tier
IPDE-SQ Loranger et al. (1994) 77 True/false; category endorsement counts vs. cutoffs Established
OCI-R Foa et al. (2002) 18 Subscale sums; total score vs. clinical cutoff (≥21) Established
SPQ Raine (1991) 74 True/false binary; cognitive-perceptual, interpersonal, disorganized factors Established

Cognitive Domain

Measure Source Trials Scoring Evidence Tier
Stroop Color-Word Stroop (1935); Golden (1978) norms Variable Interference score = congruent RT minus incongruent RT Established
LDT Meyer & Schvaneveldt (1971) 20 Mean RT for words vs. non-words; priming effect index Established
SCDT Rensink et al. (1997) 20 Total Correct (0–20); d′; error pattern analysis Established

Evidence Tier Definitions

Established
Multiple independent validation studies with adequate sample sizes; published norms; replicated psychometric properties (internal consistency α ≥ .70, test-retest r ≥ .70).
Supported
At least one well-designed validation study; adequate psychometric properties in at least one sample; normative data available.
Emerging
Promising initial validation; psychometric properties documented in a pilot sample; norms in development.