Clinical Evidence: Source Studies for Every Screening Tool
Last updated: 2026-04-29. Reviewed by Jason Ramirez, CADC-II.
Clinical disclaimer
Screening tools are not diagnostic. They support conversations with qualified mental health professionals; they do not replace them. If you are in crisis, call or text 988 (U.S. Suicide and Crisis Lifeline), text HOME to 741741 (Crisis Text Line), or call 1-800-662-4357 (SAMHSA National Helpline).
Why we publish per-instrument evidence
Most mental health quizzes on the open web are not validated screening tools. They are personality tests, marketing funnels, or symptom lists assembled without peer-reviewed evidence behind their scoring. MindCheck Tools uses only screening instruments that have been published in peer-reviewed journals, scored using thresholds published by their original authors, and never modified.
This page documents, for every instrument live on the site: who developed it, when and where it was first published, the population it was validated on, the published sensitivity and specificity values where reported, the recommended scoring threshold, the license status, and a direct link to the original validation paper on PubMed. Every PubMed citation below has been verified by fetching the linked record. Where a value is not stated in the published abstract, we mark it as such rather than estimating.
For an overview of how the site uses these instruments, including scoring, privacy, and the role of the clinical reviewer, see the methodology page.
PHQ-9 Patient Health Questionnaire-9
- First published
- 2001
- Items
- 9
- Score range
- 0 to 27
- Original developers
- Kroenke K, Spitzer RL, Williams JBW
- Population validated on
- 3,000 adult primary care patients and 3,000 obstetrics-gynecology patients (PHQ validation cohorts)
- Recommended threshold
- Cut score of 10 commonly used; severity bands at 5 (mild), 10 (moderate), 15 (moderately severe), 20 (severe).
- Sensitivity
- 88% at cut score of 10 (per the original validation paper)
- Specificity
- 88% at cut score of 10
- License / availability
- Free for clinical and research use; released by Pfizer with no permission required for use.
- Primary source citation
- Kroenke K, Spitzer RL, Williams JBW. Patient Health Questionnaire-9. Journal of General Internal Medicine, 2001. PMID: 11556941. [Verified on PubMed]
PHQ-4 Patient Health Questionnaire-4
- First published
- 2009
- Items
- 4 (two PHQ-2 depression items plus two GAD-2 anxiety items)
- Score range
- 0 to 12 (each subscale 0 to 6)
- Original developers
- Kroenke K, Spitzer RL, Williams JBW, Löwe B
- Population validated on
- Validated in a German general-population sample of 2,149 adults.
- Recommended threshold
- A score of 3 or higher on either the depression or anxiety subscale is commonly used as a positive screen.
- Sensitivity
- Reported across multiple cut-points and validation samples; refer to the original paper.
- Specificity
- Reported across multiple cut-points and validation samples; refer to the original paper.
- License / availability
- Free for clinical and research use; released by Pfizer.
- Primary source citation
- Kroenke K, Spitzer RL, Williams JBW, Löwe B. Patient Health Questionnaire-4. Psychosomatics, 2009. PMID: 19996233. [Verified on PubMed]
GAD-7 Generalized Anxiety Disorder 7-item scale
- First published
- 2006
- Items
- 7
- Score range
- 0 to 21
- Original developers
- Spitzer RL, Kroenke K, Williams JBW, Löwe B
- Population validated on
- 2,740 adult primary care patients across 15 clinics.
- Recommended threshold
- Severity cut points at 5 (mild), 10 (moderate), and 15 (severe). A cut of 10 commonly used to flag clinically significant anxiety.
- Sensitivity
- 89% (at cut score of 10 for generalized anxiety disorder)
- Specificity
- 82% (at cut score of 10)
- License / availability
- Free for clinical and research use; released by Pfizer.
- Primary source citation
- Spitzer RL, Kroenke K, Williams JBW, Löwe B. Generalized Anxiety Disorder 7-item scale. Archives of Internal Medicine, 2006. PMID: 16717171. [Verified on PubMed]
AUDIT Alcohol Use Disorders Identification Test
- First published
- 1993
- Items
- 10
- Score range
- 0 to 40
- Original developers
- Saunders JB, Aasland OG, Babor TF, de la Fuente JR, Grant M
- Population validated on
- WHO collaborative project across 6 countries; primary health care patients.
- Recommended threshold
- Cut of 8 for hazardous drinking in men; the WHO manual recommends a lower cut (7) for women and adults over 65.
- Sensitivity
- 92% of harmful drinkers had AUDIT scores of 8 or more (per original paper)
- Specificity
- 94% of non-hazardous drinkers had AUDIT scores under 8
- License / availability
- WHO public domain.
- Primary source citation
- Saunders JB, Aasland OG, Babor TF, de la Fuente JR, Grant M. Alcohol Use Disorders Identification Test. Addiction, 1993. PMID: 8329970. [Verified on PubMed]
AUDIT-C AUDIT Consumption (3-item brief screen)
- First published
- 1998
- Items
- 3
- Score range
- 0 to 12
- Original developers
- Bush K, Kivlahan DR, McDonell MB, Fihn SD, Bradley KA
- Population validated on
- 243 male outpatients at a Veterans Affairs general medical clinic.
- Recommended threshold
- 4 or higher in men, 3 or higher in women (commonly used in U.S. VA practice).
- Sensitivity
- Area under the ROC curve of 0.88 to 0.89 in the original sample; cut-specific sensitivity varies by population.
- Specificity
- Cut-specific specificity varies; see original paper.
- License / availability
- WHO public domain (derived from AUDIT).
- Primary source citation
- Bush K, Kivlahan DR, McDonell MB, Fihn SD, Bradley KA. AUDIT Consumption (3-item brief screen). Archives of Internal Medicine, 1998. PMID: 9738608. [Verified on PubMed]
CAGE-AID CAGE Adapted to Include Drugs
- First published
- 1995
- Items
- 4
- Score range
- 0 to 4
- Original developers
- Brown RL, Rounds LA
- Population validated on
- 124 primary care patients.
- Recommended threshold
- 1 or more is sometimes used to indicate need for further assessment; 2 or more is the more specific cut.
- Sensitivity
- Reported as more sensitive than the original CAGE; specific values reported in the paper.
- Specificity
- Reported as somewhat less specific than the original CAGE.
- License / availability
- Free for clinical use.
- Primary source citation
- Brown RL, Rounds LA. CAGE Adapted to Include Drugs. Wisconsin Medical Journal, 1995. PMID: 7778330. [Verified on PubMed]
- Notes
- Adapted from the original CAGE questionnaire (Ewing JA, JAMA 1984, PMID 6471323).
DAST-10 Drug Abuse Screening Test, 10-item short form
- First published
- 1982
- Items
- 10 in the short form (DAST-10); 28 in the original DAST
- Score range
- 0 to 10 (DAST-10)
- Original developers
- Skinner HA
- Population validated on
- 256 clients seeking help for alcohol or drug problems (original 28-item DAST). The 10-item short form was derived from this instrument.
- Recommended threshold
- 1 to 2 = low level concern; 3 to 5 = moderate; 6 to 8 = substantial; 9 to 10 = severe.
- Sensitivity
- Reported across later validation studies; varies by population.
- Specificity
- Varies by population and threshold.
- License / availability
- Copyright H.A. Skinner / Centre for Addiction and Mental Health (CAMH); free for clinical use, permission required for commercial reuse.
- Primary source citation
- Skinner HA. Drug Abuse Screening Test, 10-item short form. Addictive Behaviors, 1982. PMID: 7183189. [Verified on PubMed]
CRAFFT Car, Relax, Alone, Forget, Friends, Trouble
- First published
- 1999
- Items
- 6 (with 3 opening frequency items)
- Score range
- 0 to 6
- Original developers
- Knight JR, Shrier LA, Bravender TD, Farrell M, Vander Bilt J, Shaffer HJ
- Population validated on
- Adolescents in a hospital-based clinic (development sample). A subsequent validation paper (Knight et al. 2002, PMID 12038895) studied 538 patients aged 14 to 18.
- Recommended threshold
- 2 or more indicates a positive screen.
- Sensitivity
- 0.76 at the cut of 2 in the 2002 validation cohort.
- Specificity
- 0.94 at the cut of 2 in the 2002 validation cohort.
- License / availability
- Free for clinical use; copyright Children's Hospital Boston / John R. Knight, MD.
- Primary source citation
- Knight JR, Shrier LA, Bravender TD, Farrell M, Vander Bilt J, Shaffer HJ. Car, Relax, Alone, Forget, Friends, Trouble. Archives of Pediatrics & Adolescent Medicine, 1999. PMID: 10357299. [Verified on PubMed]
SCOFF Sick, Control, One stone, Fat, Food
- First published
- 1999
- Items
- 5
- Score range
- 0 to 5
- Original developers
- Morgan JF, Reid F, Lacey JH
- Population validated on
- 116 women with established eating disorders and 96 controls.
- Recommended threshold
- 2 or more indicates a positive screen warranting further assessment.
- Sensitivity
- Originally reported at 100% for anorexia and bulimia in the development sample; has been lower in subsequent population samples. Refer to follow-up validation papers.
- Specificity
- Originally reported at 87.5%; varies in follow-up studies.
- License / availability
- Free for clinical use; published in BMJ.
- Primary source citation
- Morgan JF, Reid F, Lacey JH. Sick, Control, One stone, Fat, Food. BMJ, 1999. PMID: 10582927. [Verified on PubMed]
PCL-5 PTSD Checklist for DSM-5
- First published
- 2016
- Items
- 20
- Score range
- 0 to 80
- Original developers
- Bovin MJ, Marx BP, Weathers FW, Gallagher MW, Rodriguez P, Schnurr PP, Keane TM
- Population validated on
- Two veteran samples in U.S. Department of Veterans Affairs settings.
- Recommended threshold
- A provisional cut of 31 to 33 was reported as optimally efficient in the validation paper. Different cuts may be appropriate for different populations.
- Sensitivity
- Cut-specific values reported in the paper; see referenced abstract.
- Specificity
- Cut-specific values reported in the paper.
- License / availability
- Public domain. Distributed by the U.S. Department of Veterans Affairs National Center for PTSD.
- Primary source citation
- Bovin MJ, Marx BP, Weathers FW, Gallagher MW, Rodriguez P, Schnurr PP, Keane TM. PTSD Checklist for DSM-5. Psychological Assessment, 2016. PMID: 26653052. [Verified on PubMed]
- Notes
- An additional psychometric validation by Blevins et al. (2015), Journal of Traumatic Stress, PMID 26606250, is also widely cited.
PC-PTSD-5 Primary Care PTSD Screen for DSM-5
- First published
- 2016
- Items
- 5
- Score range
- 0 to 5
- Original developers
- Prins A, Bovin MJ, Smolenski DJ, Marx BP, Kimerling R, Jenkins-Guarnieri MA, Kaloupek DG, Schnurr PP, Pless Kaiser A, Leyva YE, Tiet QQ
- Population validated on
- 396 veterans receiving Veterans Affairs primary care.
- Recommended threshold
- A cut of 3 maximizes sensitivity, 4 balances sensitivity and specificity, 5 maximizes specificity.
- Sensitivity
- Area under the ROC curve of 0.941 reported in the abstract; cut-specific values in the paper.
- Specificity
- Cut-specific specificity reported in the paper.
- License / availability
- Public domain. Distributed by the U.S. Department of Veterans Affairs National Center for PTSD.
- Primary source citation
- Prins A, Bovin MJ, Smolenski DJ, Marx BP, Kimerling R, Jenkins-Guarnieri MA, Kaloupek DG, Schnurr PP, Pless Kaiser A, Leyva YE, Tiet QQ. Primary Care PTSD Screen for DSM-5. Journal of General Internal Medicine, 2016. PMID: 27170304. [Verified on PubMed]
ACE Questionnaire Adverse Childhood Experiences (original ACE Study)
- First published
- 1998
- Items
- 10 in the commonly used ACE Questionnaire (covering 7 categories of adversity in the original study, expanded to 10 categories in later versions)
- Score range
- 0 to 10
- Original developers
- Felitti VJ, Anda RF, Nordenberg D, Williamson DF, Spitz AM, Edwards V, Koss MP, Marks JS
- Population validated on
- 9,508 adult Kaiser Permanente HMO members in San Diego.
- Recommended threshold
- An ACE score of 4 or more is frequently cited as a marker of substantially elevated risk for adult health problems, but this is a research-derived risk indicator, not a diagnostic threshold.
- Sensitivity
- Not applicable. The ACE questionnaire is a retrospective risk-factor inventory, not a diagnostic screening test.
- Specificity
- Not applicable.
- License / availability
- Public domain. The ACE Questionnaire is freely distributed by the U.S. Centers for Disease Control and Prevention and the Felitti / Anda research collaboration.
- Primary source citation
- Felitti VJ, Anda RF, Nordenberg D, Williamson DF, Spitz AM, Edwards V, Koss MP, Marks JS. Adverse Childhood Experiences (original ACE Study). American Journal of Preventive Medicine, 1998. PMID: 9635069. [Verified on PubMed]
DASS-21 Depression Anxiety Stress Scales, 21-item
- First published
- 2005
- Items
- 21 (7 per subscale: Depression, Anxiety, Stress)
- Score range
- 0 to 63 total; subscale scores 0 to 21, multiplied by 2 for comparability with the original 42-item DASS.
- Original developers
- Henry JD, Crawford JR
- Population validated on
- 1,794 adults in a UK general-population sample.
- Recommended threshold
- Severity bands per the Lovibond DASS manual (Normal, Mild, Moderate, Severe, Extremely Severe).
- Sensitivity
- DASS-21 is psychometric rather than diagnostic; sens/spec values vary by comparator and threshold.
- Specificity
- Refer to the original paper and the DASS manual.
- License / availability
- Free for research and clinical use; copyright the Psychology Foundation of Australia / Lovibond.
- Primary source citation
- Henry JD, Crawford JR. Depression Anxiety Stress Scales, 21-item. British Journal of Clinical Psychology, 2005. PMID: 16004657. [Verified on PubMed]
- Notes
- Original DASS-42: Lovibond SH & Lovibond PF, Behaviour Research and Therapy 1995, PMID 7726811.
MDQ Mood Disorder Questionnaire
- First published
- 2000
- Items
- 13 yes/no symptom items, plus a co-occurrence item and a functional impairment item.
- Score range
- 0 to 13 on the symptom items.
- Original developers
- Hirschfeld RM, Williams JB, Spitzer RL, Calabrese JR, Flynn L, Keck PE Jr, Lewis L, McElroy SL, Post RM, Rapport DJ, Russell JM, Sachs GS, Zajecka J
- Population validated on
- 198 patients across 5 outpatient clinics.
- Recommended threshold
- A positive screen is 7 or more symptom items, with co-occurrence, plus moderate or serious functional impairment.
- Sensitivity
- 0.73 (per the original validation paper)
- Specificity
- 0.90 (per the original validation paper)
- License / availability
- Free for clinical use.
- Primary source citation
- Hirschfeld RM, Williams JB, Spitzer RL, Calabrese JR, Flynn L, Keck PE Jr, Lewis L, McElroy SL, Post RM, Rapport DJ, Russell JM, Sachs GS, Zajecka J. Mood Disorder Questionnaire. American Journal of Psychiatry, 2000. PMID: 11058490. [Verified on PubMed]
MSI-BPD McLean Screening Instrument for Borderline Personality Disorder
- First published
- 2003
- Items
- 10
- Score range
- 0 to 10
- Original developers
- Zanarini MC, Vujanovic AA, Parachini EA, Boulanger JL, Frankenburg FR, Hennen J
- Population validated on
- 200 treatment-seeking adults aged 18 to 59.
- Recommended threshold
- 7 or more is the recommended cut.
- Sensitivity
- 0.81 in the full sample at cut of 7; 0.90 in subjects 25 and younger.
- Specificity
- 0.85 in the full sample at cut of 7; 0.93 in subjects 25 and younger.
- License / availability
- Free for clinical use; copyright McLean Hospital / Zanarini.
- Primary source citation
- Zanarini MC, Vujanovic AA, Parachini EA, Boulanger JL, Frankenburg FR, Hennen J. McLean Screening Instrument for Borderline Personality Disorder. Journal of Personality Disorders, 2003. PMID: 14744082. [Verified on PubMed]
OCI-R Obsessive-Compulsive Inventory, Revised
- First published
- 2002
- Items
- 18
- Score range
- 0 to 72
- Original developers
- Foa EB, Huppert JD, Leiberg S, Langner R, Kichic R, Hajcak G, Salkovskis PM
- Population validated on
- 215 patients with OCD plus comparison groups (PTSD, generalized anxiety disorder, social phobia, and non-anxious controls).
- Recommended threshold
- 21 or higher commonly used as a clinical cut for OCD.
- Sensitivity
- ROC-derived values reported in the paper.
- Specificity
- ROC-derived values reported in the paper.
- License / availability
- Free for clinical and research use.
- Primary source citation
- Foa EB, Huppert JD, Leiberg S, Langner R, Kichic R, Hajcak G, Salkovskis PM. Obsessive-Compulsive Inventory, Revised. Psychological Assessment, 2002. PMID: 12501574. [Verified on PubMed]
ASRS Adult ADHD Self-Report Scale (WHO)
- First published
- 2005
- Items
- 6 (ASRS Screener) or 18 (full ASRS v1.1)
- Score range
- 0 to 6 on the screener; the screener uses 4 darkly-shaded threshold responses.
- Original developers
- Kessler RC, Adler L, Ames M, Demler O, Faraone S, Hiripi E, Howes MJ, Jin R, Secnik K, Spencer T, Ustun TB, Walters EE
- Population validated on
- 154 respondents from the U.S. National Comorbidity Survey Replication clinical reappraisal sample.
- Recommended threshold
- 4 or more darkly-shaded responses on the 6-item screener indicates likelihood of adult ADHD.
- Sensitivity
- 68.7% (6-item screener); 56.3% (18-item full).
- Specificity
- 99.5% (6-item screener); 98.3% (18-item full).
- License / availability
- WHO public domain.
- Primary source citation
- Kessler RC, Adler L, Ames M, Demler O, Faraone S, Hiripi E, Howes MJ, Jin R, Secnik K, Spencer T, Ustun TB, Walters EE. Adult ADHD Self-Report Scale (WHO). Psychological Medicine, 2005. PMID: 15841682. [Verified on PubMed]
AQ-10 Autism Spectrum Quotient, 10-item
- First published
- 2012
- Items
- 10 in each age form.
- Score range
- 0 to 10
- Original developers
- Allison C, Auyeung B, Baron-Cohen S
- Population validated on
- 1,000 individuals with autism spectrum conditions and 3,000 controls, across toddler, child, adolescent, and adult forms.
- Recommended threshold
- 6 or more on the Adult, Adolescent, and Child AQ-10 forms.
- Sensitivity
- 0.88 (Adult), 0.93 (Adolescent), 0.95 (Child) at the cut of 6.
- Specificity
- 0.91 (Adult), 0.95 (Adolescent), 0.97 (Child) at the cut of 6.
- License / availability
- Free for clinical use; copyright Autism Research Centre, University of Cambridge.
- Primary source citation
- Allison C, Auyeung B, Baron-Cohen S. Autism Spectrum Quotient, 10-item. Journal of the American Academy of Child & Adolescent Psychiatry, 2012. PMID: 22265366. [Verified on PubMed]
SPIN Social Phobia Inventory
- First published
- 2000
- Items
- 17
- Score range
- 0 to 68
- Original developers
- Connor KM, Davidson JR, Churchill LE, Sherwood A, Foa E, Weisler RH
- Population validated on
- Social phobia patients compared to non-clinical and other-anxiety-disorder controls.
- Recommended threshold
- 19 or higher distinguishes social phobia from controls in the original validation sample.
- Sensitivity
- Reported in the original paper; varies by threshold.
- Specificity
- Reported in the original paper; varies by threshold.
- License / availability
- Copyright Connor & Davidson; free for clinical and research use.
- Primary source citation
- Connor KM, Davidson JR, Churchill LE, Sherwood A, Foa E, Weisler RH. Social Phobia Inventory. British Journal of Psychiatry, 2000. PMID: 10827888. [Verified on PubMed]
K6 Kessler Psychological Distress Scale (6-item)
- First published
- 2002
- Items
- 6 (K6); a 10-item version (K10) also exists.
- Score range
- 0 to 24 on the K6.
- Original developers
- Kessler RC, Andrews G, Colpe LJ, Hiripi E, Mroczek DK, Normand SL, Walters EE, Zaslavsky AM
- Population validated on
- Validation in U.S. National Health Interview Survey samples.
- Recommended threshold
- 13 or higher on the K6 commonly used as an indicator of probable serious mental illness in U.S. epidemiologic surveillance.
- Sensitivity
- Area under the ROC curve of 0.87 to 0.96 across analyses.
- Specificity
- Refer to the paper for cut-specific values.
- License / availability
- Free for non-commercial research and clinical use.
- Primary source citation
- Kessler RC, Andrews G, Colpe LJ, Hiripi E, Mroczek DK, Normand SL, Walters EE, Zaslavsky AM. Kessler Psychological Distress Scale (6-item). Psychological Medicine, 2002. PMID: 12214795. [Verified on PubMed]
WHO-5 World Health Organization Five Well-Being Index
- First published
- 2015
- Items
- 5
- Score range
- Raw 0 to 25; commonly converted to 0 to 100 by multiplying by 4.
- Original developers
- Topp CW, Østergaard SD, Søndergaard S, Bech P
- Population validated on
- Systematic review across multiple populations and clinical conditions. The WHO-5 itself was originally developed by the WHO Regional Office for Europe in 1998.
- Recommended threshold
- A score of 50 or below (raw 13 or below) is commonly used to suggest poor wellbeing or to prompt depression screening.
- Sensitivity
- Described as sensitive and specific for depression screening across the reviewed literature; cut-specific values reported in the cited primary studies.
- Specificity
- Refer to the primary studies cited within the systematic review.
- License / availability
- WHO public domain.
- Primary source citation
- Topp CW, Østergaard SD, Søndergaard S, Bech P. World Health Organization Five Well-Being Index. Psychotherapy and Psychosomatics, 2015. PMID: 25831962. [Verified on PubMed]
Holmes-Rahe SRRS Social Readjustment Rating Scale
- First published
- 1967
- Items
- 43 life events
- Score range
- Sum of weighted Life Change Units (LCUs) for endorsed events.
- Original developers
- Holmes TH, Rahe RH
- Population validated on
- 394 subjects in the original development sample.
- Recommended threshold
- Under 150 LCUs commonly considered low risk; 150 to 299 moderate; 300 or more major life crisis.
- Sensitivity
- Not applicable. The SRRS is a life-event index, not a diagnostic screen.
- Specificity
- Not applicable.
- License / availability
- Free for educational and clinical use; widely reproduced in the public literature.
- Primary source citation
- Holmes TH, Rahe RH. Social Readjustment Rating Scale. Journal of Psychosomatic Research, 1967. PMID: 6059863. [Verified on PubMed]
Rosenberg SES Rosenberg Self-Esteem Scale
- First published
- 1965
- Items
- 10
- Score range
- 0 to 30 (or 10 to 40, depending on the scoring convention used).
- Original developers
- Rosenberg M
- Population validated on
- 5,024 high school juniors and seniors in New York State (original 1965 monograph).
- Recommended threshold
- On the 0 to 30 scoring, scores under 15 are commonly described as indicating low self-esteem. The scale is typically used as a continuous measure of trait self-esteem rather than a diagnostic cutoff.
- Sensitivity
- Not applicable. The RSES is a trait self-esteem measure, not a diagnostic screening test.
- Specificity
- Not applicable.
- License / availability
- Public domain. Distributed by the University of Maryland (Rosenberg legacy archive); freely available for research and clinical use.
- Primary source citation
- Rosenberg M. Rosenberg Self-Esteem Scale. Society and the Adolescent Self-Image (Princeton University Press, 1965), 1965. Not indexed in PubMed (book monograph).. [Source verified (book, not on PubMed)]
- Notes
- The original publication is a 1965 book monograph and is not indexed in PubMed by design. The scale has been re-validated in dozens of subsequent peer-reviewed papers.
UCLA Loneliness Scale UCLA Loneliness Scale, Version 3
- First published
- 1996
- Items
- 20
- Score range
- 20 to 80
- Original developers
- Russell DW
- Population validated on
- Multiple samples including college students, nurses, teachers, and elderly adults.
- Recommended threshold
- There is no formal diagnostic cutoff; higher scores indicate greater self-reported loneliness. Studies often dichotomize at the population mean for descriptive comparisons.
- Sensitivity
- Not applicable. Trait loneliness measure, not a diagnostic test.
- Specificity
- Not applicable.
- License / availability
- Free for research use; copyright D. Russell / UCLA.
- Primary source citation
- Russell DW. UCLA Loneliness Scale, Version 3. Journal of Personality Assessment, 1996. PMID: 8576833. [Verified on PubMed]
- Notes
- Original 1978 UCLA Loneliness Scale: Russell D, Peplau LA, Ferguson ML, Journal of Personality Assessment, PMID 660402.
Why this matters
Peer-reviewed validation is what separates a clinical screening tool from an internet quiz. A validated instrument has been administered to a defined population, scored against an external reference standard (often a structured diagnostic interview), and published with reported psychometric properties such as sensitivity and specificity at specific cut points. Other researchers and clinicians can then use that evidence to decide whether the instrument fits their setting and to interpret a patient's score within a known error band.
Sensitivity is the proportion of people with the condition whose score falls at or above the cut point: a high-sensitivity test is useful for ruling out a condition when the score is low. Specificity is the proportion of people without the condition whose score falls below the cut point: a high-specificity test is useful for confirming a positive screen warrants further evaluation. No screening test is both perfectly sensitive and perfectly specific. That is one reason a positive screen is the beginning of a clinical conversation, not the end of one.
We also list license status because that affects what you, a clinician, or a researcher can do with an instrument. Pfizer-released tools (PHQ-9, PHQ-4, GAD-7) are free to use without permission. WHO instruments (AUDIT, AUDIT-C, ASRS, WHO-5) are public domain. U.S. Department of Veterans Affairs instruments (PCL-5, PC-PTSD-5) are in the public domain. Some instruments, such as DAST-10, retain copyright with the original author or institution and require permission for commercial reuse.
Where the published abstract did not state a sensitivity or specificity value, this page says so directly. The validation literature on some instruments is large and evolving, so values stated here reflect the original validation paper. Subsequent studies in different populations may report different operating characteristics, and clinical guidelines change over time.
About this review
Citations on this page were verified by fetching the linked PubMed record and confirming the title, authors, journal, and year. Threshold and license details reflect the published instrument manuals and widely cited secondary sources where the primary abstract did not state them. The Rosenberg Self-Esteem Scale (1965) is published as a book monograph and is not indexed in PubMed; we cite the original publication directly. For details about how the site applies these instruments, see the methodology page. Clinical reviewer: Jason Ramirez, CADC-II.