Creating Accessible Survey Instruments for Use with Autistic Adults and People with Intellectual Disability: Lessons Learned and Recommendations
Open accessAbstract
Despite growing appreciation of the need for research on autism in adulthood, few survey instruments have been validated for use with autistic adults. We conducted an institutional ethnography of two related partnerships that used participatory approaches to conduct research in collaboration with autistic people and people with intellectual disability. In this article, we focus on lessons learned from adapting survey instruments for use in six separate studies. Community partners identified several common problems that made original instruments inaccessible. Examples included: (1) the use of difficult vocabulary, confusing terms, or figures of speech; (2) complex sentence structure, confusing grammar, or incomplete phrases; (3) imprecise response options; (4) variation in item response based on different contexts; (5) anxiety related to not being able to answer with full accuracy; (6) lack of items to fully capture the autism-specific aspects of a construct; and (7) ableist language or concepts. Common adaptations included: (1) adding prefaces to increase precision or explain context; (2) modifying items to simplify sentence structure; (3) substituting difficult vocabulary words, confusing terms, or figures of speech with more straightforward terms; (4) adding hotlinks that define problematic terms or offer examples or clarifications; (5) adding graphics to increase clarity of response options; and (6) adding new items related to autism-specific aspects of the construct. We caution against using instruments developed for other populations unless instruments are carefully tested with autistic adults, and we describe one possible approach to ensure that instruments are accessible to a wide range of autistic participants. Lay summary: Why is this topic important?: To understand what can improve the lives of autistic adults, researchers need to collect survey data directly from autistic adults. However, most survey instruments were made for the general population and may or may not work well for autistic adults. What is the purpose of this article?: To use lessons learned from our experience adapting surveys—in partnership with autistic adults—to create a set of recommendations for how researchers may adapt instruments to be accessible to autistic adults. What did the authors do?: Between 2006 and 2019, the Academic Autism Spectrum Partnership in Research and Education (AASPIRE) and the Partnering with People with Developmental Disabilities to Address Violence Consortium used a participatory research approach to adapt many survey instruments for use in six separate studies. We reviewed records from these partnerships and identified important lessons. What is this recommended adaptation process like?: The adaptation process includes the following: (1) Co-creating collaboration guidelines and providing community partners with necessary background about terminology and processes used in survey research; (2) Collaboratively selecting which constructs to measure; (3) Discussing each construct so that we can have a shared understanding of what it means; (4) Identifying existing instruments for each construct; (5) Selecting among available instruments (or deciding that none are acceptable and that we need to create a new measure); (6) Assessing the necessary adaptations for each instrument; (7) Collaboratively modifying prefaces, items, or response options, as needed; (8) Adding “hotlink” definitions where necessary to clarify or provide examples of terms and constructs; (9) Creating new measures, when needed, in partnership with autistic adults; (10) Considering the appropriateness of creating proxy report versions of each adapted measure; and (11) Assessing the adapted instruments' psychometric properties. What were common concerns about existing instruments?: Partners often said that, if taking a survey that used the original instruments, they would experience confusion, frustration, anxiety, or anger. They repeatedly stated that, faced with such measures, they would offer unreliable answers, leave items blank, or just stop participating in the study. Common concerns included the use of difficult vocabulary, confusing terms, complex sentence structure, convoluted phrasings, figures of speech, or imprecise language. Partners struggled with response options that used vague terms. They also felt anxious if their answer might not be completely accurate or if their responses could vary in different situations. Often the surveys did not completely capture the intended idea. Sometimes, instruments used offensive language or ideas. And in some cases, there just were not any instruments to measure what they thought was important. What were common adaptations?: Common adaptations included: (1) adding prefaces to increase precision or explain context; (2) modifying items to simplify sentence structure; (3) substituting difficult vocabulary words, confusing terms, or figures of speech with more straightforward terms; (4) adding hotlinks that define problematic terms or offer examples or clarifications; (5) adding graphics to increase clarity of response options; and (6) adding new items related to autism-specific aspects of the construct. How will this article help autistic adults now or in the future?: We hope that this article encourages researchers to collaborate with autistic adults to create better survey instruments. That way, when researchers evaluate interventions and services, they can have the right tools to see if they are effective.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
In research on autistic individuals, it is essential to adapt the survey format, such as using precise language, providing the option to take breaks, or allowing respondents to complete it on their personal devices.
“In research on autistic individuals, it is essential to adapt the survey format, such as using precise language, providing the option to take breaks, or allowing respondents to complete it on their personal devices [32].”
From The Entry of Autistic University Graduates into the Labor Market in the Era of Generative AI: Their Concerns and Strategies Regarding the Technology. Research in Progress: The Entry of Autistic Graduates into the Labor Market in the Era of GenAI (2026) · cites this paper as [32]
The Discussion recommends adapting surveys for autistic adults and paying close attention to precise, concrete language. The passages in our copy do not support the additional examples of allowing breaks or completion on respondents’ personal devices. (LLM, conf=0.87)
Experimental — accuracy not yet measuredFor autistic people, co-occurring mental health difficulties can lead to negative outcomes including poor quality of life.
“For autistic people, co-occurring mental health difficulties can lead to negative outcomes including poor quality of life3–5”
From Approaches to improving mental healthcare for autistic people: Systematic review (2024) · cites this paper as [5]
The Introduction (page unavailable) mentions mental health and other adult outcomes, while the Discussion (page unavailable) discusses adapting a quality-of-life measure for autistic adults. Neither passage says that co-occurring mental health difficulties can lead to poor quality of life. Searches for that relationship, including depression, anxiety, and life satisfaction, found no supporting passage in our copy. (LLM, conf=0.76)
Experimental — accuracy not yet measured
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
A Global Measure of Perceived Stress
Cohen, S., Kamarck, T., & Mermelstein, R. (1983) · Journal of Health and Social Behavior · doi:10.2307/2136404 · Cited by 32,807 · see citing works
Felitti, V. J., Anda, R. F., Nordenberg, D., Williamson, D. F., Spitz, A. M., Edwards, V., Koss, M. P., & Marks, J. S. (1998) · American Journal of Preventive Medicine · doi:10.1016/s0749-3797(98)00017-8 · Cited by 18,943 · see citing works
Happiness is everything, or is it? Explorations on the meaning of psychological well-being.
Ryff, C. D. (1989) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.57.6.1069 · Cited by 14,847 · see citing works
Child abuse: Adolescent records vs. adult recall
Femina, D. D., Yeager, C. A., & Lewis, D. O. (1990) · Child Abuse & Neglect · doi:10.1016/0145-2134(90)90033-p · Cited by 8,820 · see citing works
Sherbourne, C. D., & Stewart, A. L. (1991) · Social Science & Medicine · doi:10.1016/0277-9536(91)90150-b · Cited by 6,643 · see citing works
Screening for Depression in Well Older Adults: Evaluation of a Short Form of the CES-D
Andresen, E. M., Malmgren, J. A., Carter, W. B., & Patrick, D. L. (1994) · American Journal of Preventive Medicine · doi:10.1016/s0749-3797(18)30622-6 · Cited by 5,403 · see citing works
Andresen, E. M., Malmgren, J. A., Carter, W. B., & Patrick, D. L. (1994) · PubMed · Cited by 4,426 · see citing works
(1988) · Cited by 4,111 · see citing works
Psychometric properties of the PTSD checklist (PCL)
Blanchard, E. B., Jones-Alexander, J., Buckley, T. C., & Forneris, C. A. (1996) · Behaviour Research and Therapy · doi:10.1016/0005-7967(96)00033-2 · Cited by 3,997 · see citing works
The PHQ-15: Validity of a New Measure for Evaluating the Severity of Somatic Symptoms
Kroenke, K., Spitzer, R. L., & Williams, J. B. W. (2002) · Psychosomatic Medicine · doi:10.1097/00006842-200203000-00008 · Cited by 3,305 · see citing works
The CAGE Questionnaire: Validation of a New Alcoholism Screening Instrument
Mayfield, D. G., McLeod, G. A., & Hall, P. B. (1974) · American Journal of Psychiatry · doi:10.1176/ajp.131.10.1121 · Cited by 2,261 · see citing works
AUDIT‐C as a Brief Screen for Alcohol Misuse in Primary Care
Bradley, K. A., Rubinsky, A. D., Volk, R. J., Williams, E. C., Frank, D., & Kivlahan, D. R. (2007) · Alcoholism Clinical and Experimental Research · doi:10.1111/j.1530-0277.2007.00403.x · Cited by 1,634 · see citing works
(2001) · PubMed · Cited by 1,506 · see citing works
Screening for Depression in the Older Adult
Irwin, M. R., Artin, K. H., & Oxman, M. N. (1999) · Archives of Internal Medicine · doi:10.1001/archinte.159.15.1701 · Cited by 1,220 · see citing works
Outcome Measures for Health Education and Other Health Care Interventions
Lorig, K., Stewart, A., Ritter, P., González, V., Laurent>, D., & Lynch, J. (1996) · doi:10.4135/9781452232966 · Cited by 1,132 · see citing works
Critical issues in developing and following community based participatory research principles
Israel, B., Schulz, A. J., Parker, E., Becker, A.-K., Allen, A., Guzmán, Schulz, K., Parker, E. A., Lübke-Becker, A., Allen-Chabot, A., et al. (2008) · Cited by 559 · see citing works
Nicolaidis, C., Raymaker, D., Kapp, S. K., Baggs, A., Ashkenazy, E., McDonald, K., Weiner, M., Maslak, J., Hunter, M., & Joyce, A. (2019) · Autism · doi:10.1177/1362361319830523 · Cited by 547 · see citing works
Self-citationNicolaidis, C., Raymaker, D. M., Ashkenazy, E., McDonald, K. E., Dern, S., Baggs, A. E., Kapp, S. K., Weiner, M., & Boisclair, W. C. (2015) · Autism · doi:10.1177/1362361315576221 · Cited by 513 · see citing works
Self-citationAutism spectrum disorder: outcomes in adulthood
Howlin, P., & Magiati, I. (2017) · Current Opinion in Psychiatry · doi:10.1097/yco.0000000000000308 · Cited by 457 · see citing works
Nicolaidis, C., Raymaker, D., McDonald, K., Dern, S., Boisclair, W. C., Ashkenazy, E., & Baggs, A. (2013) · Journal of General Internal Medicine · doi:10.1007/s11606-012-2262-7 · Cited by 419 · see citing works
Self-citationTranslation Procedures for the Cross Cultural Use of Measurement Instruments
Chapman, D. W., & Carter, J. F. (1979) · Educational Evaluation and Policy Analysis · doi:10.3102/01623737001003071 · Cited by 382 · see citing works
Diverse Communities, Common Concerns: Assessing Health Care Quality for Minority Americans
Doty, M. M., & Edwards, J. N. (2002) · Cited by 298 · see citing works
Nicolaidis, C., Raymaker, D., McDonald, K., Dern, S., Ashkenazy, E., Boisclair, C., Robertson, S., & Baggs, A. (2011) · Progress in Community Health Partnerships: Research, Education, and Action · doi:10.1353/cpr.2011.0022 · Cited by 292 · see citing works
Self-citationServices for Adults with an Autism Spectrum Disorder
Shattuck, P. T., Roux, A. M., Hudson, L. E., Taylor, J. L., Maenner, M. J., & Trani, J.-F. (2012) · The Canadian Journal of Psychiatry · doi:10.1177/070674371205700503 · Cited by 289 · see citing works
Griffiths, S., Allison, C., Kenny, R., Holt, R., Smith, P., & Baron‐Cohen, S. (2019) · Autism Research · doi:10.1002/aur.2162 · Cited by 246 · see citing works
Enhancing the Validity of a Quality of Life Measure for Autistic People
McConachie, H., Mason, D., Parr, J. R., Garland, D., Wilson, C., & Rodgers, J. (2018) · Journal of Autism and Developmental Disorders · doi:10.1007/s10803-017-3402-z · Cited by 245 · see citing works
Four types of integration in disability identity development
Gill, C. (1997) · Journal of Vocational Rehabilitation · doi:10.3233/jvr-1997-9106 · Cited by 223 · see citing works
Raymaker, D. M., McDonald, K. E., Ashkenazy, E., Gerrity, M., Baggs, A. M., Kripke, C., Hourston, S., & Nicolaidis, C. (2017) · Autism · doi:10.1177/1362361316661261 · Cited by 219 · see citing works
Self-citationSteinhausen, H., Jensen, C. M., & Lauritsen, M. B. (2016) · Acta Psychiatrica Scandinavica · doi:10.1111/acps.12559 · Cited by 213 · see citing works
A Systematic Review of Vocational Interventions for Young Adults With Autism Spectrum Disorders
Taylor, J. L., McPheeters, M. L., Sathe, N. A., Dove, D., Veenstra-VanderWeele, J., & Warren, Z. (2012) · Pediatrics · doi:10.1542/peds.2012-0682 · Cited by 187 · see citing works
Nicolaidis, C., Raymaker, D., McDonald, K., Kapp, S., Weiner, M., Ashkenazy, E., Gerrity, M., Kripke, C., Platt, L., & Baggs, A. (2016) · Journal of General Internal Medicine · doi:10.1007/s11606-016-3763-6 · Cited by 150 · see citing works
Self-citationA scoping review of what is known of the physical health of adults with autism spectrum disorder
Cashin, A. J., Buckley, T. A., Trollor, J. N., & Lennox, N. G. (2016) · Journal of Intellectual Disabilities · doi:10.1177/1744629516665242 · Cited by 146 · see citing works
Cassidy, S. A., Bradley, L., Bowen, E., Wigham, S., & Rodgers, J. (2018) · Autism Research · doi:10.1002/aur.1922 · Cited by 144 · see citing works
Collins, K. S., Hughes, D. L., Doty, M. M., Ives, B., Edwards, J. N., & Tenney, K. (2002) · Cited by 136 · see citing works
Primary Care for Adults on the Autism Spectrum
Nicolaidis, C., Kripke, C. C., & Raymaker, D. (2014) · Medical Clinics of North America · doi:10.1016/j.mcna.2014.06.011 · Cited by 128 · see citing works
Self-citationSummary health statistics for U.S. adults: National Health Interview Survey, 2007.
Pleis, J. R., & Lucas, J. W. (2009) · PubMed · Cited by 121 · see citing works
Paradigm Shifts in Disability and Health: Toward More Ethical Public Health Research
McDonald, K., & Raymaker, D. (2013) · American Journal of Public Health · doi:10.2105/ajph.2013.301286 · Cited by 119 · see citing works
Self-citationCassidy, S. A., Bradley, L., Bowen, E., Wigham, S., & Rodgers, J. (2018) · Clinical Psychology Review · doi:10.1016/j.cpr.2018.05.002 · Cited by 104 · see citing works
Comparing Health And Health Care Use In Canada And The United States
Sanmartin, C., Berthelot, J., Ng, E., Murphy, K. E., Blackwell, D. L., Gentleman, J. F., Martinez, M. E., & Simile, C. M. (2006) · Health Affairs · doi:10.1377/hlthaff.25.4.1133 · Cited by 103 · see citing works
Jivraj, J., Sacrey, L.-A., Newton, A., Nicholas, D., & Zwaigenbaum, L. (2014) · Autism · doi:10.1177/1362361314539858 · Cited by 95 · see citing works
Nicolaidis, C., Raymaker, D., Katz, M., Oschwald, M., Goe, R., Leotti, S. M., Grantham, L., Plourde, E., Salomon, J., Hughes, R. B., et al. (2015) · Progress in community health partnerships · doi:10.1353/cpr.2015.0037 · Cited by 91 · see citing works
Self-citationWhat Is Important in Measuring Quality of Life? Reflections by Autistic Adults in Four Countries
McConachie, H., Wilson, C., Mason, D., Garland, D., Parr, J. R., Rattazzi, A., Rodgers, J., Skevington, S., Uljarevic, M., & Magiati, I. (2020) · Autism in Adulthood · doi:10.1089/aut.2019.0008 · Cited by 85 · see citing works
Nosek, M. A., Hughes, R. B., Petersen, N. J., et al. (2006) · Archives of Physical Medicine and Rehabilitation · doi:10.1016/j.apmr.2005.11.003 · Cited by 82 · see citing works
Longitudinal Predictors of Outcomes for Adults With Autism Spectrum Disorder
Kirby, A. V., Baranek, G. T., & Fox, L. C. (2016) · OTJR Occupational Therapy Journal of Research · doi:10.1177/1539449216650182 · Cited by 76 · see citing works
Development of the AASPIRE Web Accessibility Guidelines for Autistic Web Users
Raymaker, D., Kapp, S. K., McDonald, K., Weiner, M., Ashkenazy, E., & Nicolaidis, C. (2019) · Autism in Adulthood · doi:10.1089/aut.2018.0020 · Cited by 70 · see citing works
Self-citationThe Role of Gender in Violence Experienced by Adults With Developmental Disabilities
Platt, L., Powers, L., Leotti, S. M., Hughes, R. B., Robinson‐Whelen, S., Osburn, S., Ashkenazy, E., Beers, L. M., Lund, E. M., Nicolaidis, C., et al. (2015) · Journal of Interpersonal Violence · doi:10.1177/0886260515585534 · Cited by 64 · see citing works
Self-citationDevelopment and Initial Evaluation of the Anxiety Scale for Autism-Adults
Rodgers, J., Farquhar, K., Mason, D., Brice, S., Wigham, S., Ingham, B., Freeston, M., & Parr, J. (2020) · Autism in Adulthood · doi:10.1089/aut.2019.0044 · Cited by 62 · see citing works
The relation of abuse to physical and psychological health in adults with developmental disabilities
Hughes, R. B., Robinson‐Whelen, S., Raymaker, D., Lund, E. M., Oschwald, M., Katz, M., Starr, A., Ashkenazy, E., Powers, L. E., Nicolaidis, C., et al. (2019) · Disability and health journal · doi:10.1016/j.dhjo.2018.09.007 · Cited by 59 · see citing works
Self-citationCurry, M. A., Renker, P., Hughes, R. B., Robinson‐Whelen, S., Oschwald, M., Swank, P. R., & Powers, L. E. (2009) · Violence Against Women · doi:10.1177/1077801209340306 · Cited by 55 · see citing works
Nicolaidis, C., & Raymaker, D. (2015) · SAGE Publications Ltd eBooks · doi:10.4135/9781473921290.n17 · Cited by 55 · see citing works
Self-citationMcDonald, K., Conroy, N. E., Kim, C. I., LoBraico, E. J., Prather, E. M., & Olick, R. S. (2016) · Journal of Empirical Research on Human Research Ethics · doi:10.1177/1556264616651182 · Cited by 47 · see citing works
Self-citationWright, C., Wright, S. D., Diener, M. L., & Eaton, J. (2014) · Journal of Autism · doi:10.7243/2054-992x-1-1 · Cited by 43 · see citing works
Oschwald, M., Leotti, S. M., Raymaker, D., Katz, M., Goe, R., Harviston, M., Wallington, A., Howard, L., Beers, L. M., Nicolaidis, C., et al. (2014) · Disability and health journal · doi:10.1016/j.dhjo.2014.01.002 · Cited by 38 · see citing works
Self-citationResearch on adults with autism spectrum disorder: Roundtable report
Howlin, P., Arciuli, J., Begeer, S., Brock, J., Clarke, K. S., Costley, D., di Rita, P., Falkmer, T., Glozier, N., Gray, K. M., et al. (2015) · Journal of Intellectual & Developmental Disability · doi:10.3109/13668250.2015.1064343 · Cited by 33 · see citing works
Raymaker, D. (2016) · Action Research · doi:10.1177/1476750316636669 · Cited by 30 · see citing works
Self-citationParticipatory research with autistic communities: Shifting the system
Raymaker, D., & Nicolaidis, C. (2013) · Cited by 27 · see citing works
Self-citationDepression self-management program for rural women with physical disabilities.
Robinson‐Whelen, S., Hughes, R. B., Taylor, H. B., Hall, J. W., & Rehm, L. P. (2007) · Rehabilitation Psychology · doi:10.1037/0090-5550.52.3.254 · Cited by 24 · see citing works
Durán, L., Wackerle-Hollman, A. K., Kohlmeier, T. L., Brunner, S. K., Palma, J., & Callard, C. H. (2019) · Early Childhood Research Quarterly · doi:10.1016/j.ecresq.2019.02.001 · Cited by 9 · see citing works
Involvement in the Online Autistic Community, Identity, Community, and Well-Being
Kidney, C. A. (2000) · doi:10.15760/etd.627 · Cited by 5 · see citing works
Flagged first, then by citations
Research works printed but not linked: 1
- [48]Chavis D, Lee K, Acosta J. The sense of community (SCI) revised: The reliability and validity of the SCI-2. Paper presented at: 2nd International Community Psychology Conference, Lisboa, Portugal; 2008
Cited by
Sorted by citations
Botha, M., Hanlon, J., & Williams, G. L. (2023) · Journal of Autism and Developmental Disorders · doi:10.1007/s10803-020-04858-w · Cited by 439 · see citing works
Martin, V., Flanagan, T. D., Vogus, T. J., & Chênevert, D. (2023) · Disability and Rehabilitation · doi:10.1080/09638288.2022.2074550 · Cited by 45 · see citing works
Stacey, R., & Cage, E. (2023) · Autism in Adulthood · doi:10.1089/aut.2022.0039 · Cited by 27 · see citing works
Approaches to improving mental healthcare for autistic people: Systematic review
Loizou, S., Pemovska, T., Stefanidou, T., Foye, U., Cooper, R., Kular, A., Greenburgh, A., Baldwin, H., Griffiths, J., Saunders, K. R. K., et al. (2024) · BJPsych Open · doi:10.1192/bjo.2024.707 · Cited by 22 · see citing works
“…made to the data collection process; 24 (3) for studies with quantitative elements, reported adjustments made to the data collection tools; 25 (4) for studies with quantitative elements, reported adaptations or validity of relevant outcome measures for autistic people; (5) for studies…”
Conner, C. M., Kim, P. S., White, S. W., & Mazefsky, C. A. (2022) · Research in Developmental Disabilities · doi:10.1016/j.ridd.2022.104332 · Cited by 22 · see citing works
Realpe, A. X., Mills, N., Beasant, L., Douglas, S., Kenny, L., & Rai, D. (2023) · Autism in Adulthood · doi:10.1089/aut.2022.0027 · Cited by 13 · see citing works
Greenlee, J. L., Stelter, C. R., Hickey, E., Burton, C., Carlson, M., & Winter, M. A. (2024) · Journal of Autism and Developmental Disorders · doi:10.1007/s10803-023-05942-7 · Cited by 4 · see citing works
Matulewski, J., Sikorski, Ł., & Baczała, D. (2026) · Proceedings of the 63rd ACM Conference on Computers and People Research · doi:10.1145/3768310.3807803
- Authors
- Nicolaidis, C., Raymaker, D. M., McDonald, K. E., Lund, E. M., Leotti, S., Kapp, S. K., Katz, M., Beers, L. M., Kripke, C., Maslak, J., Hunter, M., & Zhen, K. Y.
- Affiliations
- Portland State University (US)
- Syracuse University (US)
- University of Alabama (US)
- University of Portsmouth (GB)
- University of Montana (US)
- Partnering with People with Developmental Disabilities to Address Violence Consortium, Missoula, Montana.
- University of California, San Francisco (US)
- Academic Autism Spectrum Partnership in Research and Education, Portland, Oregon.
- Corresponding author
- Nicolaidis, Christina
- ORCID
- Venue
- Autism in Adulthood
- Publisher
- SAGE Publications
- Published
- 2020-03-01
- Volume
- 2
- Issue
- 1
- Pages
- 61-76
- ISSN
- 2573-9581 (ISSN-L)
- 2573-959X
- PMC
- PMC7188318
- OpenAlex
- W3008675651
- Cited by
- 210
- References
- 59
- Citations by year
- 2026: 54 · 2025: 52 · 2024: 42 · 2023: 22 · 2022: 21 · 2021: 14 · 2020: 5
- FWCI
- 20.72
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- Locations
- Autism in Adulthood (publishedVersion, cc-by-nc)
- PubMed Central (publishedVersion, cc-by-nc)
- PubMed (publishedVersion)
- PDXScholar (Portland State University) (submittedVersion)
- Funders
- Portland State University
- National Institutes of Health (RR024140, KL2TR002370)
- Centers for Disease Control and Prevention
- Oregon Clinical and Translational Research Institute (UL1RR024140, RR024140)
- National Institute of Mental Health (R34MH111536, R34MH092503)
- National Institute of General Medical Sciences (UL1GM118964, TL4GM118965, RL5GM118963)
- National Center for Research Resources (UL1RR024140)
- National Center for Advancing Translational Sciences
- Topics
- Social Sciences › Sociology and Political Science › Survey Methodology and Nonresponse
- Life Sciences › Neuroscience › Cognitive Neuroscience › Autism Spectrum Disorder Research
- Social Sciences › Decision Sciences › Management Science and Operations Research › Psychometric Methodologies and Testing
- Keywords
- autistic adults, intellectual disability, accessibility, participatory research, community partnerships, research collaboration, co-creation, institutional ethnography
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review