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Brain Quiz

Self-observation scales explained

  • Written by the Brain Quiz team
  • Updated on August 8, 2026
  • Published on August 8, 2026
  • 7 min read

Three families of scales turn up everywhere online: attention, the autism spectrum, work exhaustion. This page sets out what each one really measures, with the figures from the original publications, then why they cannot all be reproduced freely. No scale item is reproduced here, and the fourth section explains that choice.

1What does the short World Health Organization attention scale measure?

Two scales live under the same acronym, and confusing them explains a great deal of the misunderstanding. The first, published by Kessler and colleagues in 2005 in Psychological Medicine, has eighteen items, six of which were selected by logistic regression to form a short version. The second, published by Ustun and colleagues in 2017 in JAMA Psychiatry, is a six-item version recalibrated on different criteria.

Their figures do not match, and that is instructive. On 154 respondents from a United States general-population survey, the 2005 short version picks up 68.7% of the people concerned and correctly leaves 99.5% of the others below the threshold. The 2017 version reaches 91.4% sensitivity and 96.0% specificity in the general population. Same field, same number of items, two calibrations: the figure belongs to the study, not to the scale.

What these scales measure is more modest than what is often claimed for them: the self-reported frequency, over recent months, of situations of inattention and inner restlessness. They measure neither how far back the difficulties go, nor their impact, nor what else might explain them. Those three elements sit at the heart of an assessment carried out by a professional.

2What do autism spectrum scales measure?

Two instruments dominate the adult literature. The first is a ten-item short questionnaire published by Allison, Auyeung and Baron-Cohen in 2012 from a thousand cases and three thousand controls; it derives from a longer questionnaire produced by the same research centre. The second is the revised scale by Ritvo and colleagues, published in 2011, which runs to eighty items and takes considerably longer.

The Ritvo scale reports striking figures in its original publication: 97% sensitivity and 100% specificity across 779 participants, 201 of them concerned and 578 controls. Those results come from the team that built the scale, on a sample where the two groups were sharply contrasted. It is the most favourable configuration there is, and it looks nothing like someone answering alone at home.

The most useful demonstration comes from an independent study. Ashwood and colleagues applied the questionnaire in 2016 to 476 adults referred to a specialist service, of whom 346, that is 73%, had the condition recognised at the end of the assessment. At the usual threshold, the short version picks up 77% of the people concerned but correctly classifies only 29% of the others. The authors conclude that the questionnaire did not predict the outcome in their sample.

3What does a work exhaustion scale measure?

The reference instrument was presented by Christina Maslach and Susan Jackson in 1981 in the Journal of Organizational Behavior. It was built with human services professionals, and the authors describe three distinct dimensions: emotional exhaustion, depersonalisation, and personal accomplishment. Three dimensions, therefore three readings, not one single score.

That structure is what online adaptations most often lose. A site that displays a single exhaustion percentage manufactures a figure the original instrument does not produce. Someone very tired who still feels their work is worthwhile is not in the same position as someone whose three dimensions tip together, and a single score erases precisely that difference.

A second limit is stated less often: work exhaustion is not a disorder in the sense of the medical classifications. What the instrument measures is a work-related state, described along three axes. It does not separate what stems from an unworkable organisation of work from what stems from something else, and no questionnaire makes that distinction.

4Why can they not all be reproduced freely?

Because a published scale remains a protected work, and reuse terms differ from one rights holder to another. This is the least visible point for a reader, and the one that most clearly separates a site that has checked its rights from a site that has not.

Reuse terms as read on the rights holders' own pages on 8 August 2026.
ScaleWho makes it availableWhat the page allows
Autism spectrum questionnaires from the Cambridge centreAutism Research Centre, University of CambridgeDownload for research purposes, commercial use excluded, acknowledgement of the centre required, adaptation subject to permission
Maslach inventoryMind Garden, publisherAll rights reserved in all media, paid licence, translations reserved to licence holders
Short attention scaleWorld Health Organization and its university partnersTerms not established to date for a commercial site: verification is pending

The consequence is simple, and we own it. Brain Quiz questionnaires reproduce no item from these scales. They were written for this product from the literature, their weights and result bands were set by the editorial team, and none of them comes from calibration on a population. Every methodology page says so, and it is also why none of our scores is presented as a validated threshold.

5What do sensitivity, specificity and predictive value mean?

These three words appear in every publication cited here, and they do not say the same thing. The first two describe the scale. The third describes what concerns you: what to make of your own score. It is the only one of the three that changes with the audience the scale is given to.

The four indicators quoted in the publications, and what they do not say.
IndicatorWhat it measuresWhat it does not say
SensitivityThe share of people concerned whose score is above the thresholdNothing about the people not concerned
SpecificityThe share of people not concerned whose score stays below the thresholdNothing about those above the threshold
Positive predictive valueThe probability that a score above the threshold does correspond to the conditionIt depends on how common the condition is in the group tested, so it changes with the audience
Area under the curveOverall ability to separate two groups, between 0.5 and 1Nothing about a specific threshold, and nothing about one person

One worked example beats a definition. The short attention scale published in 2017 shows 96.0% specificity in the general population, which looks excellent. Its positive predictive value there is nonetheless 67.3%: among people scoring above the threshold, about two in three meet the criteria after assessment and one in three does not. Both figures come from the same study and do not contradict each other.

  • A performance figure belongs to a study, a population and a threshold: taking it out of that context makes it false.
  • High specificity in the general population guarantees nothing for an audience already asking itself the question.
  • A translated or shortened scale does not inherit the original's performance: it has to be measured again.
  • None of these indicators says what to do next. A conversation with a professional does.

What this guide does not say

This page explains what published scales measure and what their figures mean. It reproduces no item, proposes no threshold and replaces neither an assessment nor medical advice. The figures quoted belong to the publications listed in the sources and to the samples described there. Licensing terms were read on 8 August 2026 and can change without notice.

Frequently asked questions

What is a validated scale?
A scale whose performance was measured on a described sample and then published with those figures. Validation applies to a population, a threshold and a specific version, not to the scale in general. That is why the same questionnaire can show 96% specificity in the general population and 29% among people already referred to a specialist service.
Why does Brain Quiz reproduce none of these scales?
Because reproduction rights differ between rights holders and are not established for commercial use. The Cambridge research centre reserves its questionnaires for research purposes and excludes commercial use; the Maslach inventory is distributed under a paid licence. Our questionnaires are therefore written for this product, and presented as such.
Is a score above the threshold of a validated scale reliable?
It is reliable for what it is: an indicator of how often you report certain situations. Its predictive value depends on the audience. On the short attention scale published in 2017, about a third of scores above the threshold do not match the criteria after assessment. No questionnaire can confirm or rule out a disorder.

Sources

  1. Kessler, R. C., Adler, L., Ames, M., Demler, O., Faraone, S., Hiripi, E., Howes, M. J., Jin, R., Secnik, K., Spencer, T., Ustun, T. B., & Walters, E. E. (2005). The World Health Organization Adult ADHD Self-Report Scale (ASRS): a short screening scale for use in the general population. Psychological Medicine, 35(2), 245-256. DOI 10.1017/S0033291704002892 (opens in a new tab)
  2. Ustun, B., Adler, L. A., Rudin, C., Faraone, S. V., Spencer, T. J., Berglund, P., Gruber, M. J., & Kessler, R. C. (2017). The World Health Organization Adult Attention-Deficit/Hyperactivity Disorder Self-Report Screening Scale for DSM-5. JAMA Psychiatry, 74(5), 520-526. DOI 10.1001/jamapsychiatry.2017.0298 (opens in a new tab)
  3. Allison, C., Auyeung, B., & Baron-Cohen, S. (2012). Toward Brief "Red Flags" for Autism Screening: The Short Autism Spectrum Quotient and the Short Quantitative Checklist in 1,000 Cases and 3,000 Controls. Journal of the American Academy of Child & Adolescent Psychiatry, 51(2), 202-212.e7. DOI 10.1016/j.jaac.2011.11.003 (opens in a new tab)
  4. Ritvo, R. A., Ritvo, E. R., Guthrie, D., Ritvo, M. J., Hufnagel, D. H., McMahon, W., Tonge, B., Mataix-Cols, D., Jassi, A., Attwood, T., & Eloff, J. (2011). The Ritvo Autism Asperger Diagnostic Scale-Revised (RAADS-R): a scale to assist the diagnosis of Autism Spectrum Disorder in adults: an international validation study. Journal of Autism and Developmental Disorders, 41(8), 1076-1089. DOI 10.1007/s10803-010-1133-5 (opens in a new tab)Étude de validation conduite par les auteurs de l'échelle.
  5. Ashwood, K. L., Gillan, N., Horder, J., Hayward, H., Woodhouse, E., McEwen, F. S., Findon, J., Eklund, H., Spain, D., Wilson, C. E., Cadman, T., Young, S., Stoencheva, V., Murphy, C. M., Robertson, D., Charman, T., Bolton, P., Glaser, K., Asherson, P., Simonoff, E., & Murphy, D. G. (2016). Predicting the diagnosis of autism in adults using the Autism-Spectrum Quotient (AQ) questionnaire. Psychological Medicine, 46(12), 2595-2604. DOI 10.1017/S0033291716001082 (opens in a new tab)Étude indépendante, menée sur des adultes adressés à un service spécialisé.
  6. Maslach, C., & Jackson, S. E. (1981). The measurement of experienced burnout. Journal of Organizational Behavior, 2(2), 99-113. DOI 10.1002/job.4030020205 (opens in a new tab)
  7. Autism Research Centre, University of Cambridge (2026). Tests. autismresearchcentre.com. https://www.autismresearchcentre.com/tests/ (opens in a new tab)Conditions de mise à disposition des questionnaires du centre : usage de recherche, usage commercial exclu, adaptation soumise à autorisation. Consulte le 2026-08-08.
  8. Mind Garden, Inc. (2026). Maslach Burnout Inventory (MBI). mindgarden.com. https://www.mindgarden.com/117-maslach-burnout-inventory-mbi (opens in a new tab)Page de l'éditeur : droits réservés, licence payante, traductions réservées aux détenteurs d'une licence. Consulte le 2026-08-08.

These questionnaires cover the subject of this guide. Each one states where its statements come from and how it is scored.

  • ADHD test for adults

    Free online ADHD test for adults, no sign-up: 28 items, 4 reading axes, an immediate result, with the method and the sources published.

  • ADHD test for women

    Free online ADHD test for women, no sign-up: 24 items, 4 reading axes, an immediate result, with the method and the sources published.

  • Autism test for adults

    Free online autism test for adults, no sign-up: 28 concrete situations, 4 reading axes, an immediate result and a public methodology page.

  • Autism test for women

    Free online autism test for women, no sign-up: 24 situations on social camouflaging and its cost, 4 reading axes and an immediate result.

  • Burnout test: workplace exhaustion

    Free online burnout test, no sign-up needed: 24 questions to place your workplace exhaustion on four dimensions in about seven minutes, result shown at once.

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