The Actively Open-Minded Thinking about Evidence (AOT-E) scale measures the meta-belief that one's beliefs should be rev
7-item measure adapted for Native Hawaiian populations assessing frequency of thinking about historical losses. 6-point
4-item measure of general attitude toward artificial intelligence, covering perceived usefulness, adoption intention, an
10-item WHO screening tool for hazardous and harmful alcohol use. Scores range from 0 to 40.
14-item alcohol use history questionnaire. Collects demographics of drinking history including age of onset, quit attemp
10-item scale measuring how important science is to individuals and how effective they perceive its methods to be in des
4-item adaptive test of statistical numeracy and risk literacy. Adaptive mode presents 2-3 questions based on correctnes
28-item self-report measure of coping strategies. 14 subscales with 2 items each: Self-Distraction, Active Coping, Denia
12-item Brief Emotion Dysregulation Scale with 3 subscales: Sensitivity (3 items), Lability (3 items), and Consequences
Five-item self-report scale measuring the fear of loneliness
8-item scale consisting of the straightforward (non-reverse-worded) items from the Brief Fear of Negative Evaluation Sca
4-item measure of resilient coping tendencies. Scores range from 4 to 20. Low resilience: 4-13, medium: 14-16, high: 17-
The Bullshit Receptivity Scale (BSR) assesses the tendency to perceive pseudo-profound but meaningless statements as pro
33-item Burnout Assessment Tool: 23 core items across four subscales (Exhaustion, Mental Distance, Cognitive Impairment,
12-item short form of the Burnout Assessment Tool measuring core burnout symptoms across four subscales: Exhaustion (4 i
33-item Burnout Assessment Tool — Student Version: 23 core items adapted for students across four subscales (Exhaustio
4-item ultra-short version of the Burnout Assessment Tool (one item per core subscale: Exhaustion, Mental Distance, Cogn
4-item screening tool for alcohol problems. Acronym: Cut down, Annoyed, Guilty, Eye-opener. Yes/No responses scored 0–
25-item self-report measure of camouflaging behaviors used by autistic and non-autistic adults. Assesses three factors:
12-item measure of distress in cardiac patients. Each item first asks whether the issue has been experienced (Yes/No), t
20-item self-report depression scale measuring depressive symptoms over the past week. Scores range from 0 to 60, with a
16-item measure of psychosocial impairment due to eating disorder features over the past 28 days. Three subscales: Perso
10-item scale. Auto-converted from CamCOPS; requires manual review.
7-item self-report measure of cognitive fusion — the degree to which thoughts dominate and regulate behavior. Items us
15-item scale measuring three types of cognitive load during learning
4-item alternate form of the Cognitive Reflection Test, with 4 decoy questions. Measures the tendency to override incorr
72-item measure (8 scenarios × 9 items) of negative cognitive style. 5 subscales: Internality, Globality, Stability, Ne
A 24-item, 5-subscale self-report scale relating to compulsive exercise, applicable in the context of eating disorders.
60-item multidimensional coping inventory assessing 15 conceptually distinct coping strategies (4 items each). Response
19-item burnout measure with three subscales: Personal Burnout (6 items), Work-Related Burnout (7 items), and Client-Rel
16-item coping inventory measuring four strategies university students use when facing stressful situations. Developed f
13-item scale measuring cravings for rest and volitional energy expenditure. Uses an 11-point scale (0-10). Two subscale
43-item self-report questionnaire measuring individual differences in decision-making styles and decisional self-esteem.
21-item short form measuring depression, anxiety, and stress over the past week. Each subscale has 7 items scored 0-3. M
42-item full-length measure of depression, anxiety, and stress over the past week. Each subscale has 14 items scored 0-3
17-item questionnaire assessing how people cope with disgust-eliciting situations. Uses a 7-point Likert scale (1-7). Th
Screening tool for psychosocial distress in cancer patients. Part 1: a single 0–10 distress rating (the Distress Therm
30-item scale with up to three response modes per item: risk-taking likelihood (RT), risk perception (RP), and expected
6-item medical risk domain extension for the DOSPERT scale. Adds medical scenarios to the five existing DOSPERT content
16-item self-report measure of beliefs about the controllability and usefulness of negative and positive emotions. Four
10-item measure of habitual emotion regulation strategies: Cognitive Reappraisal (6 items) and Expressive Suppression (4
16-item self-report measure of emotional vulnerability in university students. Assesses vulnerability in relation to eve
15-item measure of employee trust in leaders across three dimensions. 5-point Likert scale (1=Strongly agree to 5=Strong
55-item health-related quality of life measure developed specifically for patients being evaluated for or having undergo
Standard scale for evaluating user satisfaction in explanations provided by AI and XAI systems.
4-item rapid alcohol screening test derived from the AUDIT. Items 1–3 use a frequency scale (0–4); item 4 uses a 3-o
13-item self-report measure assessing fear of war through two dimensions: experiential fear (emotional/cognitive reactio
39-item measure of five facets of mindfulness: Observing, Describing, Acting with Awareness, Non-Judging, and Non-Reacti
15-item short form of the Five Facet Mindfulness Questionnaire (FFMQ), assessing five facets of mindfulness: Observing,
8-item brief perfectionism measure with two subscales: Evaluative Concerns (4 items, derived from Concern over Mistakes/
7-item measure of the functional meaning employees attribute to cash rewards from their supervisor. Two subscales: Contr
21-item Gaming Disorder Symptom Questionnaire with 3 subscales. Items 1-13 use a 5-point frequency scale (0=Never to 4=A
18-item risk screening tool for gaming disorder based on DSM-5 and ICD-11 criteria. Assesses three dimensions: out-of-co
The General Decision-Making Style (GDMS) scale assesses five habitual decision-making styles: rational (systematic, logi
7-item anxiety screening tool measuring symptom severity over the past 2 weeks. Scores range from 0 to 21.
15-item measure of generic conspiracist beliefs across 5 facets (3 items each). 5-point Likert scale (1=Definitely not t
15-item short form of the Geriatric Depression Scale. Uses a Yes/No response format. Designed for screening depression i
3-item ultra-brief measure of impostor feelings. Unidimensional. 6-point scale (1=does not apply at all to 6=absolutely
Generic IRB-style informed consent gate. Customise study_title, pi_name, and contact_email via parameters. Terminates an
22-item self-report measure of integrative vitality based on traditional Eastern medicine and modern psychology. Assesse
7-item self-report measure of physical activity over the past 7 days. Yields raw day and minute counts for vigorous, mod
IPIP representation of Cattell's 16 Personality Factors.
IPIP items measuring ADHD-related symptoms.
IPIP representation of Carver & White's BIS/BAS scales measuring behavioral inhibition and activation systems.
100-item IPIP measure of the Big Five personality domains (20 items per domain). Domain-level scoring only. Note: The IP
50-item IPIP measure of the Big Five personality domains (10 items per domain). Mean-scored, range 1-5 per domain.
IPIP representation of the Big Five Aspect Scales measuring 10 aspects (2 per Big Five domain).
IPIP representation of the VIA character strength 'Aesthetic Appreciation'. 8-item subscale from the full IPIP-VIA inven
IPIP representation of the VIA character strength 'Bravery/Courage'. 10-item subscale from the full IPIP-VIA inventory.
IPIP representation of the VIA character strength 'Capacity for Love'. 9-item subscale from the full IPIP-VIA inventory.
IPIP representation of the VIA character strength 'Creativity/Originality'. 8-item subscale from the full IPIP-VIA inven
IPIP representation of the VIA character strength 'Curiosity'. 10-item subscale from the full IPIP-VIA inventory. Each i
IPIP representation of the VIA character strength 'Equity/Fairness'. 9-item subscale from the full IPIP-VIA inventory. E
IPIP representation of the VIA character strength 'Forgiveness/Mercy'. 9-item subscale from the full IPIP-VIA inventory.
IPIP representation of the VIA character strength 'Gratitude'. 8-item subscale from the full IPIP-VIA inventory. Each it
IPIP representation of the VIA character strength 'Honesty/Integrity'. 9-item subscale from the full IPIP-VIA inventory.
IPIP representation of the VIA character strength 'Hope/Optimism'. 8-item subscale from the full IPIP-VIA inventory. Eac
IPIP representation of the VIA character strength 'Humor/Playfulness'. 9-item subscale from the full IPIP-VIA inventory.
IPIP representation of the VIA character strength 'Judgment/Open-mindedness'. 9-item subscale from the full IPIP-VIA inv
IPIP representation of the VIA character strength 'Kindness/Generosity'. 10-item subscale from the full IPIP-VIA invento
IPIP representation of the VIA character strength 'Leadership'. 7-item subscale from the full IPIP-VIA inventory. Each i
IPIP representation of the VIA character strength 'Love of Learning'. 10-item subscale from the full IPIP-VIA inventory.
IPIP representation of the VIA character strength 'Modesty/Humility'. 9-item subscale from the full IPIP-VIA inventory.
IPIP representation of the VIA character strength 'Perseverance/Industriousness'. 8-item subscale from the full IPIP-VIA
IPIP representation of the VIA character strength 'Prudence'. 9-item subscale from the full IPIP-VIA inventory. Each ite
IPIP representation of the VIA character strength 'Self-control/Self-regulation'. 11-item subscale from the full IPIP-VI
IPIP representation of the VIA character strength 'Social/Emotional Intelligence'. 7-item subscale from the full IPIP-VI
IPIP representation of the VIA character strength 'Spirituality/Religiousness'. 9-item subscale from the full IPIP-VIA i
IPIP representation of the VIA character strength 'Teamwork/Citizenship'. 9-item subscale from the full IPIP-VIA invento
IPIP representation of the VIA character strength 'Vitality/Enthusiasm/Zest'. 9-item subscale from the full IPIP-VIA inv
IPIP representation of the VIA character strength 'Wisdom/Perspective'. 9-item subscale from the full IPIP-VIA inventory
IPIP representation of the Values in Action character strengths inventory measuring 24 character strengths.
IPIP items measuring depressive symptoms, designed to approximate the CES-D.
IPIP items measuring dissociative experiences.
IPIP representation of emotional intelligence components including empathy, emotional expressivity, and emotion-based de
IPIP Interpersonal Circumplex scales measuring 8 interpersonal styles.
IPIP representation of Levenson's Locus of Control scales measuring Internal, Powerful Others, and Chance orientations.
IPIP representation of the Need for Cognition scale measuring tendency to engage in and enjoy effortful thinking.
IPIP items measuring dispositional optimism, designed to approximate the LOT-R.
IPIP vocational interest scales measuring 8 broad interest domains.
IPIP representation of the CAT-PD measuring 33 personality disorder-relevant trait dimensions.
IPIP items measuring self-esteem, designed to approximate the Rosenberg Self-Esteem Scale.
IPIP items measuring self-monitoring tendencies.
IPIP representation of the BIDR measuring impression management, self-deception, and cognitive failures.
IPIP representation of the HEXACO-PI measuring 6 domains and 24 facets, including Honesty-Humility.
IPIP representation of the NEO-PI-R measuring 5 domains and 30 facets of the Five Factor Model of personality.
36-item health-related quality of life measure for patients with kidney disease, including those on dialysis. Contains a
KDQOL-SF v1.3: 36-item SF-36 health survey plus 46 kidney disease-specific items across 10 dimensions: Burden, Cognitive
9-item self-report measure of life crafting behaviors across cognitive meaning-making, social support seeking, and chall
19-item measure of maternal attachment to the unborn baby during pregnancy. Each item has unique response options. CC BY
34-item measure of maximizing tendency comprising three separate subscales: Alternative Search (12 items), Decision Diff
17-item self-report measure.
38-item measure of psychological distress and well-being developed for the Medical Outcomes Study. Most items use a 6-po
5-item mental health screening measure derived from the RAND SF-36 (items 9b, 9c, 9d, 9f, 9h). Assesses psychological we
18-item complex mental health measure in a positive psychological framework. Five subscales: Well-being (W), Savoring (S
24-item yes/no self-report screening test for alcohol use problems (Selzer, 1971). Items 1, 4, 6, 7 are reverse-scored (
9-item scale measuring math anxiety in children and adolescents. Uses a 5-point Likert scale (1=Low anxiety to 5=High an
5-item measure of maximizing tendency that excludes the decision difficulty component present in earlier scales. Develop
12-item subset of the RAND 36-Item Health Survey (MOS-SFHF-36) covering physical functioning, role limitations (physical
20-item short form general health survey from the Medical Outcomes Study measuring six dimensions: Physical Functioning
36-item health survey measuring 8 dimensions of health. Items use multiple response formats; standard RAND 0–100 subsc
5-item general measure of patient adherence to medical recommendations from the Medical Outcomes Study. Items 1–4 use
Brief measures of sexual problems from the Medical Outcomes Study (MOS). Consists of separate item sets for men (4 items
12-item scale measuring sleep quality and quantity from the Medical Outcomes Study. Item 1 is sleep onset latency (multi
20-item multidimensional measure of perceived social support developed for the Medical Outcomes Study. Item 1 is a struc
15-item self-report measure of academic procrastination with three dimensions: Core Procrastination (6 items), Poor Time
12-item self-report measure of other-oriented/expressed compassion in the workplace. Assesses four components of workpla
25-item self-report measure of vision-related quality of life developed by the National Eye Institute and RAND Corporati
20-item scale measuring negative perceptions of science across four dimensions: Corrupt (5 items), Onerous (5 items), He
Standard NIMH demographic questions covering biological sex, gender identity, Hispanic/Latino heritage, race/ethnicity (
Comprehensive demonstration scale exercising all major OSD specification features: consent gate (S8); all question types
8-item measure of agoraphobic avoidance and distress. For each of 8 everyday activities, respondents indicate (a) whethe
24-item measure of positive self-beliefs associated with psychological well-being. Participants rate how much they belie
13-item measure of paranormal and supernatural beliefs. 4-point Likert scale (0=Strongly Disagree to 3=Strongly Agree).
15-item somatic symptom severity measure. Scores range from 0 to 30. Derived from the full PHQ.
2-item ultra-brief depression screening tool. Items 1-2 of the PHQ-9. Score ≥3 = positive screen for depression.
9-item depression screening tool measuring symptom severity over the past 2 weeks. Scores range from 0 to 27. A score of
18-item short form of the Patient Satisfaction Questionnaire (PSQ-III) measuring patient satisfaction with medical care
51-item measure of patient satisfaction with medical care across 7 subscales: General Satisfaction (6 items), Technical
23-item self-report measure of health-related quality of life for children aged 8–12 years. Covers 4 dimensions: Physi
16-item measure of the trait of worry. Scores range from 16 to 80; higher scores indicate greater worry severity.
15-item yes/no panic disorder screening module from the Patient Health Questionnaire (PHQ). Items 1–4 are gate questio
12-item measure of subjective well-being and positive psychological functioning. Items describe positive and negative fe
19-item measure of positive relationships (PRIM+19). Three subscales: Development of Positive Bonds (6 items), Managemen
17-item short form assessing the frequency with which young adults use protective behavioral strategies when using marij
PARADISE 24 is a measure to assess "the impact of brain disorders on people’s lives, based on psychosocial difficultie
20-item self-report measure of PTSD symptoms over the past month, aligned with DSM-5 criteria. Scores range from 0 to 80
31-item patient inventory measuring quality of life in epilepsy across 7 subscales: Seizure Worry, Overall QOL, Emotiona
89-item self-report measure of health-related quality of life for adults with epilepsy. The QOLIE-89 is the full version
12-item self-report measure of dependence on Internet search engines. Scores range from 0 to 48, with four subscales: Ha
14-item screening tool for autism spectrum disorder in adults, derived from the 80-item RAADS-R. Scores range from 0 to
12-item short form of the RAND-IAQL item bank measuring asthma-specific quality of life. Items selected by IRT calibrati
4-item ultra-brief form of the RAND-IAQL item bank. The 4 most informative items selected by IRT calibration for rapid s
65-item bank measuring asthma-specific health-related quality of life. Developed using item response theory (IRT). Items
7-item instrument for assessing regret and disappointment in decision making using cognitive appraisal items (without us
10-item measure of post-decisional regret distinguishing two components: the affective element (RES-A, 5 items) capturin
18-item measure of paranoid thinking over the past month. Comprises an 8-item Ideas of Reference subscale and a 10-item
18-item questionnaire measuring reward and punishment responsivity and motivation. Four subscales: Reward Responsivity (
80-item self-report instrument for diagnosing autism spectrum disorder in adults (18+) with average or above-average int
10-item measure of global self-esteem. Scored 0-30 with higher scores indicating higher self-esteem.
25-item multidimensional measure of misophonia covering appraisals, perceived threat, outbursts, and functional impact.
5-item scale measuring global cognitive judgments of one's life satisfaction.
20-item scale measuring receptivity to scientific bullshit. Ten items are plausible-sounding but scientifically nonsensi
5-item ultra-brief screening tool for borderline personality disorder (BPD). Each item maps to a DSM-5 BPD criterion. 4-
26-item self-report measure of self-compassion across six subscales: Self-Kindness, Self-Judgment (R), Common Humanity,
12-item short form of the Self-Compassion Scale (SCS; Neff, 2003), assessing six facets of self-compassion: Self-Kindnes
14-item self-report measure of self-consciousness based on regulatory focus theory. Distinguishes between promotion-focu
9-item shortened version of the Schwartz et al. (2002) Maximization Scale with three subscales: Alternative Search (3 it
15-item screening tool for smartphone addiction proneness in youth (elementary, middle, and high school students). Four
10-item short version of the Smartphone Addiction Scale measuring problematic smartphone use. Scores range from 10 to 60
16-item self-report scale measuring smartphone distraction across four dimensions: Attention Impulsiveness (distraction
12-item measure of social and economic conservatism using feeling thermometer ratings (0-100). Higher composite scores i
10-item ICD-11-based self-report scale assessing social media use disorder in adolescents aged 10–17 years, adapted fr
15-item measure of social value orientation assessing the degree to which individuals value outcomes for others relative
A 5-item scale measuring the tendency to give socially desirable responses. Used as a methodological covariate to identi
16-item measure of social relationships across four domains. Four subscales: Family (items 1-4), Friends (items 5-8), Ac
10-item measure of the extent to which individuals experience science as a source of spirituality. 7-point Likert scale.
6-item measure assessing anxiety response to viral epidemic threats, covering fear of contagion, health worry, and avoid
5-item measure of stress-related growth. 5-point Likert scale (1=Not suitable for me to 5=Very suitable for me). Single
10-item scale measuring perceived system usability. Traditional SUS score (0-100) = 25 * (mean_coded - 1).
12-item self-report measure assessing three dimensions of creative potential: Transgression (items 1, 4, 7, 10), Challen
8-item scale measuring user assessments of trust in AI systems, with reverse-coded wary item.
15-item multidimensional measure of student engagement in higher education across behavioural, emotional, and cognitive
26-item semantic differential scale measuring user experience across 6 dimensions: Attractiveness, Perspicuity, Efficien
8-item short version of the User Experience Questionnaire measuring pragmatic and hedonic quality of interactive product
9-item measure of patient satisfaction with a specific outpatient visit, covering access to care (items 1–4), interact
10-item scale measuring the belief that words can cause lasting psychological harm. Items assess attitudes about speech
16-item scale measuring proactive strategies for crafting work-nonwork balance. Two subscales: WNBC-work (8 items) asses