Psychometric testing of a set of patient-reported instruments to assess healthcare interventions for autistic adults

Nicolaidis, C., Zhen, K. Y., Lee, J., Raymaker, D. M., Kapp, S. K., Croen, L. A., Urbanowicz, A., Maslak, J., & Scharer, M. (2020). Psychometric testing of a set of patient-reported instruments to assess healthcare interventions for autistic adults. Autism, 25(3), 786-799. https://doi.org/10.1177/1362361320967178

Publication date: 25 Oct 2020 Added to AutiHub: 6 Jul 2026 Type: Article Article language: English

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Authors

Publication authors
9
Publication authors identified as autistic
3 / 9 (33.3%)

Abstract

There is a growing recognition of the need for interventions to improve the healthcare of autistic adults. However, there is a dearth of validated measures to evaluate such interventions. Our objectives were to use a community-based participatory research approach to create an accessible set of patient- and proxy-reported instruments to measure healthcare outcomes and potential intervention targets in autistic adults and to assess the instruments’ psychometric characteristics, including content validity, construct validity, and internal consistency reliability. We administered a survey to 244 autistic adults recruited from 12 primary care clinics in Oregon and California, USA (194 participating directly and 50 participating via a proxy reporter). Community partners ensured items were easy to understand and captured the intended construct. The Academic Autism Spectrum Partnership in Research and Education (AASPIRE) Visit Preparedness Scale, Healthcare Accommodations Scale, and Patient–Provider Communication Scale were each found to have a single factor. The AASPIRE Health and Healthcare Self-Efficacy Scale had two factors: Individual Healthcare Self-Efficacy and Relationship-Dependent Healthcare Self-Efficacy. Both patient- and proxy-reported versions of all scales had good to excellent internal consistency reliability, with alphas ranging from 0.81 to 0.96. The scales were associated with the Barriers to Healthcare Checklist and the Unmet Healthcare Needs Checklist in the hypothesized directions. Lay Abstract Interventions to improve healthcare for autistic adults are greatly needed. To evaluate such interventions, researchers often use surveys to collect data from autistic adults (or sometimes, their supporters), but few survey measures have been tested for use with autistic adults. Our objective was to create and test a set of patient- or proxy-reported survey measures for use in studies that evaluate healthcare interventions. We used a community-based participatory research (CBPR) approach, in partnership with autistic adults, healthcare providers, and supporters. We worked together to create or adapt survey measures. Three survey measures focus on things that interventions may try to change directly: (1) how prepared patients are for visits; (2) how confident they feel in managing their health and healthcare; and (3) how well the healthcare system is making the accommodations patients feel they need. The other measures focus on the outcomes that interventions may hope to achieve: (4) improved patient–provider communication; (5) reduced barriers to care; and (6) reduced unmet healthcare needs. We then tested these measures in a survey of 244 autistic adults recruited from 12 primary care clinics in Oregon and California, USA (with 194 participating directly and 50 participating via a proxy reporter). Community partners made sure items were easy to understand and captured what was important about the underlying idea. We found the survey measures worked well in this sample. These measures may help researchers evaluate new healthcare interventions. Future research needs to assess whether interventions improve healthcare outcomes in autistic adults.

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Bibliography inclusion overview

These indicators describe the cited bibliography imported for this publication. Cited-reference metrics use the cited-reference total as denominator. Cited-author metrics state whether they use all cited-author occurrences or only occurrences linked to authors already integrated in the AutiHub database. They use cached links between cited authors and authors integrated in the AutiHub database. Last computed: 16 Aug 2026 11:30.

Cited references
46
Total cited references integrated for this publication.
Cited references with an identified autistic author
8 / 46 (17.4%)
Cited author occurrences identified as autistic
25 / 215 (11.6%)
Among occurrences linked to AutiHub author records: 25 / 87 (28.7%). Distinct cited authors identified as autistic: 7 / 152 (4.6%).
Cited author occurrences linked to AutiHub author records
87 / 215 (40.5%)
Distinct linked cited authors: 36 / 152 (23.7%)
Linked cited-author occurrences not identified as autistic
62 / 87 (71.3%)
Among linked cited-author occurrences only. Across all cited-author occurrences: 62 / 215 (28.8%). Distinct linked cited authors not identified as autistic: 29 / 36 (80.6%).
  1. Martha Shively , Tom L. Smith , Jill Bormann , Allen L. Gifford (2002). Evaluating Self-Efficacy for HIV Disease Management Skills . AIDS and Behavior, 6(4), 371-379. Springer Science and Business Media LLC.
    Crossref OpenAlex OpenCitations
  2. Ilhom Akobirshoev , Monika Mitra , Robbie Dembo , Emily Lauer (2020). In-hospital mortality among adults with autism spectrum disorder in the United States: A retrospective analysis of US hospital discharge data . Autism, 24(1), 177-189. SAGE Publications.
    Crossref OpenAlex OpenCitations
  3. Tatja Hirvikoski , Ellenor Mittendorfer-Rutz , Marcus Boman , Henrik Larsson , Paul Lichtenstein , Sven Bölte (2016). Premature mortality in autism spectrum disorder . British Journal of Psychiatry, 208(3), 232-238. Royal College of Psychiatrists.
    Crossref OpenAlex OpenCitations
  4. Graeme Hutcheson (1999). The Multivariate Social Scientist . SAGE Publications, Ltd..
    Crossref OpenAlex OpenCitations
  5. Christopher Barber (2017). Meeting the healthcare needs of adults on the autism spectrum . British Journal of Nursing, 26(7), 420-425. Mark Allen Group.
    Crossref OpenAlex OpenCitations
  6. Christina Nicolaidis , Clarissa Kripke , Dora M Raymaker *Autistic author. Learn more… (2014). Primary Care for Adults on the Autism Spectrum . Medical Clinics of North America, 98(5), 1169-1191. Elsevier BV.
    AutiHub · Autistic Scholars Crossref OpenAlex OpenCitations
  7. Ousseny Zerbo , Maria L Massolo , Yinge Qian , Lisa A. Croen (2015). A Study of Physician Knowledge and Experience with Autism in Adults in a Large Integrated Healthcare System . Journal of Autism and Developmental Disorders, 45(12), 4002-4014. Springer Science and Business Media LLC.
    Crossref OpenAlex OpenCitations
  8. Blackwell D. Gentleman J. Martin M. Ng E. Sanmartin C. Simile C. (2004). Joint Canada/United States survey of health: Findings and public-use microdata file. http://www.statcan.gc.ca/pub/82m0022x/2003001/pdf/4228656-eng.pdf
    Type: Other
    Crossref
  9. Lidwine B. Mokkink , Caroline B. Terwee , Donald L. Patrick , Jordi Alonso , Paul W. Stratford , Dirk L. Knol et al. (2010). The COSMIN study reached international consensus on taxonomy, terminology, and definitions of measurement properties for health-related patient-reported outcomes . Journal of Clinical Epidemiology, 63(7), 737-745. Elsevier BV.
    Crossref OpenAlex OpenCitations
  10. Odette Gibson , Karolina Lisy , Carol Davy , Edoardo Aromataris , Elaine Kite , Craig Lockwood et al. (2015). Enablers and barriers to the implementation of primary health care interventions for Indigenous people with chronic diseases: a systematic review . Implementation Science, 10(1), 71-71. Springer Science and Business Media LLC.
    Crossref OpenAlex OpenCitations
  11. F Brundisini , M Giacomini , D DeJean , M Vanstone , S Winsor , A Smith (2013). Chronic disease patients' experiences with accessing health care in rural and remote areas: a systematic review and qualitative meta-synthesis. Ontario Health Technology Assessment Series, 13(15), 1.
    Type: Article OpenAlex: https://openalex.org/W2097899783
    Crossref OpenAlex
  12. Graeme Hutcheson (1999). The Multivariate Social Scientist: Introductory Statistics Using Generalized Linear Models .
    Type: Book OpenAlex: https://openalex.org/W1522288488
    OpenAlex
  13. Michael I. Burns , Carolyn Baylor , Brian J. Dudgeon , Helene Starks , Kathryn Yorkston (2017). Health Care Provider Accommodations for Patients With Communication Disorders . Topics in Language Disorders, 37(4), 311-333. Ovid Technologies (Wolters Kluwer Health).
    Crossref OpenAlex OpenCitations
  14. S. Du , C. Yuan (2010). Evaluation of patient self‐management outcomes in health care: a systematic review . International Nursing Review, 57(2), 159-167. Wiley.
    Crossref OpenAlex OpenCitations
  15. Donna M. Callaghan (2003). Health-Promoting Self-Care Behaviors, Self-Care Self-Efficacy, and Self-Care Agency . Nursing Science Quarterly, 16(3), 247-254. SAGE Publications.
    Crossref OpenAlex OpenCitations
  16. Claudia Sanmartin , Jean-Marie Berthelot , Edward Ng , Kellie Murphy , Debra L. Blackwell , Jane F. Gentleman et al. (2006). Comparing Health And Health Care Use In Canada And The United States . Health Affairs, 25(4), 1133-1142. Health Affairs Publishing, LLC.
    Crossref OpenAlex OpenCitations
  17. Robert J. Fortuna , Laura Robinson , Tristram H. Smith , Jon Meccarello , Beth Bullen , Kathryn Nobis et al. (2016). Health Conditions and Functional Status in Adults with Autism: A Cross-Sectional Evaluation . Journal of General Internal Medicine, 31(1), 77-84. Springer Science and Business Media LLC.
    Crossref OpenAlex OpenCitations
  18. Cantor D. Covell J. Davis T. Park I. Rizzo L. (2009). Health Information National Trends Survey (HINTS) 2007: Final report. http://hints.cancer.gov/docs/HINTS2007FinalReport.pdf
    Type: Other
    Crossref
  19. M A Stewart (1995). Effective physician-patient communication and health outcomes: a review. CMAJ, 152(9), 1423.
    Type: Article OpenAlex: https://openalex.org/W1836470756
    Crossref OpenAlex
  20. Olivio J. Clay , Joseph Telfair (2007). Evaluation of a Disease-Specific Self-Efficacy Instrument in Adolescents with Sickle Cell Disease and its Relationship to Adjustment . Child Neuropsychology, 13(2), 188-203. Informa UK Limited.
    Crossref OpenAlex OpenCitations
  21. T Hall , D Kriz , S Duvall , M Nguyen‐Driver , T Duffield (2015). Healthcare transition challenges faced by young adults with autism spectrum disorder . Clinical Pharmacology & Therapeutics, 98(6), 573-575. Wiley.
    Type: Article DOI: 10.1002/cpt.254 OpenAlex: https://openalex.org/W1899321883
    Crossref OpenAlex OpenCitations
  22. Karen Hacker , Maria Elise Anies , Barbara Folb , Leah Zallman (2015). Barriers to health care for undocumented immigrants: a literature review . Risk Management and Healthcare Policy, 8, 175. Informa UK Limited.
    Crossref OpenAlex OpenCitations
  23. Lisa A. Croen , Ousseny Zerbo , Yinge Qian , Maria L Massolo , Steve Rich , Stephen Sidney et al. (2015). The health status of adults on the autism spectrum . Autism, 19(7), 814-823. SAGE Publications.
    Crossref OpenAlex OpenCitations
  24. Rini Vohra , Suresh Madhavan , Usha Sambamoorthi (2016). Emergency Department Use Among Adults with Autism Spectrum Disorders (ASD) . Journal of Autism and Developmental Disorders, 46(4), 1441-1454. Springer Science and Business Media LLC.
    Crossref OpenAlex OpenCitations
  25. J. Deblonde , P. De Koker , F. F. Hamers , J. Fontaine , S. Luchters , M. Temmerman (2010). Barriers to HIV testing in Europe: a systematic review . The European Journal of Public Health, 20(4), 422-432. Oxford University Press (OUP).
    Crossref OpenAlex OpenCitations
  26. Traci Hong (2008). Internet Health Information in the Patient–Provider Dialogue . CyberPsychology & Behavior, 11(5), 587-589. SAGE Publications.
    Crossref OpenAlex OpenCitations
  27. Ray Marks , Haean Ok , Hyojee Joung , John P. Allegrante (2010). Perceptions About Collaborative Decisions: Perceived Provider Effectiveness Among 2003 and 2007 Health Information National Trends Survey (HINTS) Respondents . Journal of Health Communication, 15(sup3), 135-146. Informa UK Limited.
    Crossref OpenAlex OpenCitations
  28. Jennifer R Pharr (2013). Accommodations for Patients with Disabilities in Primary Care: A Mixed Methods Study of Practice Administrators . Global Journal of Health Science, 6(1), 23. Canadian Center of Science and Education.
    Crossref OpenAlex OpenCitations
  29. Samuel B. Green , Neil J. Salkind (2013). Using SPSS for Windows and Macintosh .
    Type: Book OpenAlex: https://openalex.org/W2523195424
    Crossref OpenAlex
  30. Rasha Khatib , Jon-David Schwalm , Salim Yusuf , R. Brian Haynes , Martin McKee , Maheer Khan et al. (2014). Patient and Healthcare Provider Barriers to Hypertension Awareness, Treatment and Follow Up: A Systematic Review and Meta-Analysis of Qualitative and Quantitative Studies . PLoS ONE, 9(1), e84238. Public Library of Science (PLoS).
    Crossref OpenAlex OpenCitations
  31. David Mason , Barry Ingham , Anna Urbanowicz , Cos Michael , Heather Birtles , Marc Woodbury‐Smith et al. (2019). A Systematic Review of What Barriers and Facilitators Prevent and Enable Physical Healthcare Services Access for Autistic Adults . Journal of Autism and Developmental Disorders, 49(8), 3387-3400. Springer Science and Business Media LLC.
    AutiHub · Documentation center Crossref OpenAlex OpenCitations
  32. James P. Stevens (2012). Applied Multivariate Statistics for the Social Sciences . Routledge.
    Crossref OpenAlex OpenCitations
  33. Dawn M. Holman , Vicki Benard , Katherine B. Roland , Meg Watson , Nicole Liddon , Shannon Stokley (2014). Barriers to Human Papillomavirus Vaccination Among US Adolescents . JAMA Pediatrics, 168(1), 76. American Medical Association (AMA).
    Crossref OpenAlex OpenCitations
  34. Haean Ok , Ray Marks , John P. Allegrante (2008). Perceptions of Health Care Provider Communication Activity Among American Cancer Survivors and Adults Without Cancer Histories: An Analysis of the 2003 Health Information Trends Survey (HINTS) Data . Journal of Health Communication, 13(7), 637-653. Informa UK Limited.
    Crossref OpenAlex OpenCitations
  35. Guodong Liu , Amanda M. Pearl , Lan Kong , Douglas L. Leslie , Michael J. Murray (2017). A Profile on Emergency Department Utilization in Adolescents and Young Adults with Autism Spectrum Disorders . Journal of Autism and Developmental Disorders, 47(2), 347-358. Springer Science and Business Media LLC.
    Crossref OpenAlex OpenCitations
  36. M Vanstone , M Giacomini , A Smith , F Brundisini , D DeJean , S Winsor (2013). How diet modification challenges are magnified in vulnerable or marginalized people with diabetes and heart disease: a systematic review and qualitative meta-synthesis. PubMed, 13(14), 1-40.
    Type: Article OpenAlex: https://openalex.org/W2124918651
    OpenAlex
  37. Ousseny Zerbo , Yinge Qian , Thomas Ray , Steve Sidney , Steve Rich , Maria L Massolo et al. (2019). Health Care Service Utilization and Cost Among Adults with Autism Spectrum Disorders in a U.S. Integrated Health Care System . Autism in Adulthood, 1(1), 27-36. SAGE Publications.
    Crossref OpenAlex OpenCitations
  38. Jennifer R. Pharr , Tamara James , Yeu-Li Yeung (2019). Accessibility and accommodations for patients with mobility disabilities in a large healthcare system: How are we doing? Disability and Health Journal, 12(4), 679-684. Elsevier BV.
    Crossref OpenAlex OpenCitations
  39. U. S. Department of Health and Human Services. (2017). Report to congress: Young adults and transitioning youth with autism spectrum disorder. https://www.hhs.gov/sites/default/files/2017AutismReport.pdf
    Type: Other
    Crossref