Developing the Multidimensional Visual Scale Assessing Affect, Anxiety, Pride, and Energy Through a Research Partnership with Autistic Scholars

This publication is included in the Autistic Autism Scholarship Project. two authors of this publication are identified as autistic in the project.

About the autistic author marker

Riccio, A., Santos, J. D., Kapp, S. K., Jordan, A., DeNigris, D., & Gillespie-Lynch, K. (2020). Developing the Multidimensional Visual Scale Assessing Affect, Anxiety, Pride, and Energy Through a Research Partnership with Autistic Scholars. Autism in Adulthood, 2(1), 87-100. https://doi.org/10.1089/aut.2019.0067

Journal or book title
Autism in Adulthood
Publisher
SAGE Publications
Volume
2
Issue
1
Pages
87-100
Publication date: 28 Feb 2020 Added to AutiHub: 6 Jul 2026 Type: Article Article language: English

This publication is integrated into AutiHub through:

Authors

Publication authors
6
Publication authors identified as autistic
2 / 6 (33.3%)

Abstract

Autism research studies have traditionally failed to represent the full diversity of the autism spectrum due to the lack of measures available for use with participants who prefer to express themselves visually. A multidimensional measure of emotions, which can include both picture- and text-based prompts, may improve accessibility of emotion rating measures and broaden participation in research and educational evaluations to include those who communicate in diverse ways. Picture-based measures designed to assess participants' emotions may be useful for research concerning autistic identity and service evaluation, two areas where representation of diverse perspectives is needed. Our participatory group of autistic and nonautistic researchers developed a Multidimensional Visual Scale Assessing Affect, Anxiety, Pride, and Energy (AAPE) by adapting and expanding upon an existing emotion rating scale. When testing the AAPE with autistic college students ( n = 72), their open-ended responses indicated that the AAPE's dimensions of affect (97.2% correct), anxiety (79.2% correct), and energy (84.7% correct) were well comprehended without text-based labels with potential for improvement in how pride (52.8% correct) was represented. When provided with the labels that each dimension was intended to represent, participants generally agreed that each emotional dimension was well represented. When tested in an informal educational summer camp with autistic children and adolescents ( n = 50), the AAPE was well received and revealed insights about the students' emotional responses to different instructional strategies that can guide curricular improvements. The AAPE has utility as a tool to help diverse autistic individuals self-advocate and improve research and services. Lay summary Why was this study done? There are very few tools that autistic people can use to share how they feel. We wanted to develop a tool to help autistic people express their emotions using pictures. Pictures can help autistic people share how they feel. What was the purpose of this study? We wanted to make an easy-to-understand tool that autistic people can use to share how they feel. What did the researchers do? Our research group is participatory, meaning that autistic and nonautistic researchers worked together to make our tool. An autistic artist drew the tool. We called it the AAPE, which stands for the emotions it assesses: Affect, Anxiety, Pride, and Energy. We worked together to see how well the AAPE worked. We used a survey to see if autistic high school and college students understood our first try at the AAPE and we learned how to make the AAPE better from these students. We worked together to make the AAPE better. Then, we did another survey with autistic college students to see if our second try at the AAPE worked better. Then, we asked autistic kids and teenagers to use the AAPE to share how they felt about different ways of teaching. What were the results of the study? In our final test, we asked 72 autistic college students to tell us what emotions they thought the AAPE was showing. College students thought that affect (97.2%), anxiety (79.2%), and energy (84.7%) showed the emotions we aimed to show with room for improvement in how pride (52.8%) was shown. After we told participants which emotion each scale was showing, they agreed that affect (average score 4.28 of 5) and anxiety (4.29 of 5) showed the emotions best, followed by energy (4.08 of 5) and pride (3.5 of 5) on a scale from 1 to 5 (strongly agree). Students preferred using the AAPE compared with text-based surveys we used in the past. Results showed that the AAPE does a good job at measuring emotions. Edits may still be needed to better show “pride.” Work is needed with nonspeaking people to make sure our measure works well for people who communicate in different ways. What are potential weaknesses in the study? The autistic adolescents and adults we have tested the AAPE with so far have not been very diverse. We did not include participants who communicate without speaking in these first tests of the AAPE. We plan to use the AAPE with more diverse groups in future studies. How will these findings help autistic adults now or in the future? In a future study, we will use the AAPE to rate pictures that show experiences of being autistic, like feeling outside a social group, having sensory difficulties, and making patterns. We would like to do this because some studies talk about negative experiences of autism, like feeling the need to hide autistic traits, but other studies describe strengths of autism, like strong memories and advanced knowledge in particular subjects. However, these studies do not talk about the emotions that come with these experiences and if these experiences are shared with autistic people who do not use speech to communicate. The AAPE is a tool that might help us understand how diverse autistic people feel about autism.

Bibliography cited by this reference

Cited references are imported from external metadata sources when they are available. The list may be partial.

Cited bibliography overview

These indicators describe the bibliography cited by this publication. An author name is counted each time it appears in one cited reference, so the same person can be counted more than once. Names not yet linked to an author already present in AutiHub are treated as unknown, not as non-autistic. Last computed: 2 Oct 2026 17:07.

Cited references
53
With a DOI
44
Without a DOI, from raw bibliography text
6
8 / 53 (15.1%) cited references include at least one author identified as autistic.
References with data to complete
3 / 53 (5.7%)
References with detected author names
50 / 53 (94.3%)
Without detected author names
3
Without a structured title
2
Without a stable identifier
4
References with raw author names still to review
2
References with external metadata lookup issues
0
These indicators apply to cited references displayed on this page, after technical duplicates have been merged. A reference without a DOI can still support author statistics when a title and author names are available.
Author names detected in the cited bibliography
207
From DOI or external metadata
207
From validated raw bibliography text
0
Raw names already validated
0
Raw names still to review
2
116 / 207 (56.0%) names are linked to an author already present in AutiHub. 91 / 207 (44.0%) names are not yet linked.
Names linked to a person identified as autistic
22 / 207 (10.6%)
Calculated across all author names detected in the cited bibliography. Among names linked to an author already present in AutiHub: 22 / 116 (19.0%). Distinct people identified as autistic: 16 / 182 (8.8%).
  1. Pratibha Reebye (2003). Identity and Emotion: Development Through Self-Organization . PubMed Central, 12(4), 123-123.
    Type: Article OpenAlex: https://openalex.org/W110565673
    OpenAlex
  2. Sue Fletcher-Watson , Francesca Happé (2019). Autism . Routledge.
    Crossref OpenAlex OpenCitations
  3. (2005). The first idea: how symbols, language, and intelligence evolved from our primate ancestors to modern humans . Choice Reviews Online, 42(05), 42-3104-42-3104. American Library Association.
    OpenAlex
  4. Steven K. Kapp *Autistic author. Learn more… , Kristen Gillespie-Lynch , Lauren E. Sherman , Ted Hutman (2013). Deficit, difference, or both? Autism and neurodiversity. Developmental Psychology, 49(1), 59-71. American Psychological Association (APA).
    Type: Article DOI: 10.1037/a0028353 OpenAlex: https://openalex.org/W2124715426
    AutiHub · Autistic Autism Scholarship Project Crossref OpenAlex OpenCitations
  5. Lisa Capps , Nurit Yirmiya , Marian Sigman (1992). Understanding of Simple and Complex Emotions in Non‐retarded Children with Autism . Journal of Child Psychology and Psychiatry, 33(7), 1169-1182. Wiley.
    Crossref OpenAlex OpenCitations
  6. Katherine Gotham , Alison R Marvin , Julie Lounds Taylor , Zachary Warren , Connie M Anderson , Paul A Law et al. (2015). Characterizing the daily life, needs, and priorities of adults with autism spectrum disorder from Interactive Autism Network data . Autism, 19(7), 794-804. SAGE Publications.
    Crossref OpenAlex OpenCitations
  7. Lorcan Kenny , Caroline Hattersley , Bonnie Molins , Carole Buckley , Carol Povey , Elizabeth Pellicano (2016). Which terms should be used to describe autism? Perspectives from the UK autism community . Autism, 20(4), 442-462. SAGE Publications.
    Crossref OpenAlex OpenCitations
  8. Hope Macdonald , Michael Rutter , Patricia Howlin , Patricia Rios , Ann Le Conteur , Christopher Evered et al. (1989). Recognition and Expression of Emotional Cues by Autistic and Normal Adults . Journal of Child Psychology and Psychiatry, 30(6), 865-877. Wiley.
    Crossref OpenAlex OpenCitations
  9. Sven Bölte , Sabine Feineis-Matthews , Fritz Poustka (2008). Brief Report: Emotional Processing in High-Functioning Autism—Physiological Reactivity and Affective Report . Journal of Autism and Developmental Disorders, 38(4), 776-781. Springer Science and Business Media LLC.
    Crossref OpenAlex OpenCitations
  10. Robert S. P. Jones , Jaci C. Huws , Gerhard Beck (2013). ‘I’m not the only person out there’: insider and outsider understandings of autism . International Journal of Developmental Disabilities, 59(2), 134-144. Informa UK Limited.
    Crossref OpenAlex OpenCitations
  11. Sheryl Burgstahler (2011). Universal Design . ACM Transactions on Computing Education, 11(3), 1-17. Association for Computing Machinery (ACM).
    Crossref OpenAlex OpenCitations
  12. Zsuzsa Kaldy , Ivy Giserman , Alice S. Carter , Erik Blaser (2016). The Mechanisms Underlying the ASD Advantage in Visual Search . Journal of Autism and Developmental Disorders, 46(5), 1513-1527. Springer Science and Business Media LLC.
    Crossref OpenAlex OpenCitations
  13. Laura Hull , K.V. Petrides , Carrie T. Allison , P. Smith , Simon Baron-Cohen , Meng-Chuan Lai et al. (2017). “Putting on My Best Normal”: Social Camouflaging in Adults with Autism Spectrum Conditions . Journal of Autism and Developmental Disorders, 47(8), 2519-2534. Springer Science and Business Media LLC.
    Crossref OpenAlex OpenCitations
  14. Allison Jack , Kevin A. Pelphrey (2017). Annual Research Review: Understudied populations within the autism spectrum – current trends and future directions in neuroimaging research . Journal of Child Psychology and Psychiatry, 58(4), 411-435. Wiley.
    Crossref OpenAlex OpenCitations
  15. Jessie Poquérusse , Luigi Pastore , Sara Dellantonio , Gianluca Esposito (2018). Alexithymia and autism spectrum disorder: A complex relationship . Frontiers in Psychology, 9, 1196. Frontiers Media SA.
    Crossref OpenAlex OpenCitations
  16. Lise Mogensen , Jan Mason (2015). The meaning of a label for teenagers negotiating identity: experiences with autism spectrum disorder . Sociology of Health & Illness, 37(2), 255-269. Wiley.
    Crossref OpenAlex OpenCitations
  17. Amy Stedman , Briana Taylor , Michael Erard , Christine Peura , Matthew Siegel (2019). Are Children Severely Affected by Autism Spectrum Disorder Underrepresented in Treatment Studies? An Analysis of the Literature . Journal of Autism and Developmental Disorders, 49(4), 1378-1390. Springer Science and Business Media LLC.
    Crossref OpenAlex OpenCitations
  18. Jessica M. Kramer , Ariel E. Schwartz (2018). Development of the Pediatric Disability Inventory-Patient Reported Outcome (PEDI-PRO) measurement conceptual framework and item candidates . Scandinavian Journal of Occupational Therapy, 25(5), 335-346. Springer Science and Business Media LLC.
    Crossref OpenAlex OpenCitations
  19. David Nicholas , Jesse D. Orjasaeter , Lonnie Zwaigenbaum (2019). Considering Methodological Accommodation to the Diversity of ASD: A Realist Synthesis Review of Data Collection Methods for Examining First-Person Experiences . Review Journal of Autism and Developmental Disorders, 6(2), 216-232. Springer Science and Business Media LLC.
    Crossref OpenAlex OpenCitations
  20. Sigan L. Hartley , W. E. MacLean (2006). A review of the reliability and validity of Likert‐type scales for people with intellectual disability . Journal of Intellectual Disability Research, 50(11), 813-827. Wiley.
    Crossref OpenAlex OpenCitations
  21. Rackeb Tesfaye , Valerie Courchesne , Afiqah Yusuf , Tal Savion-Lemieux , Ilina Singh , Keiko Shikako-Thomas et al. (2019). Assuming ability of youth with autism: Synthesis of methods capturing the first-person perspectives of children and youth with disabilities . Autism, 23(8), 1882-1896. SAGE Publications.
    Crossref OpenAlex OpenCitations
  22. Ágnes Turnpenny , James Caiels , Beckie Whelton , Lisa Richardson , Julie Beadle-Brown , Tanya Crowther et al. (2018). Developing an Easy Read Version of the Adult Social Care Outcomes Toolkit (ASCOT ) . Journal of Applied Research in Intellectual Disabilities, 31(1), e36-e48. Wiley.
    Crossref OpenAlex OpenCitations
  23. Christina Nicolaidis , Dora M. Raymaker *Autistic author. Learn more… , Marsha Katz , Mary Oschwald , Rebecca Goe , Sandra M. Leotti et al. (2015). Community-Based Participatory Research to Adapt Health Measures for Use by People With Developmental Disabilities . Progress in Community Health Partnerships: Research, Education, and Action, 9(2), 157-170. Project MUSE.
    Crossref OpenAlex OpenCitations
  24. Kathrin Dubi , Silvia Schneider (2009). The Picture Anxiety Test (PAT): A new pictorial assessment of anxiety symptoms in young children . Journal of Anxiety Disorders, 23(8), 1148-1157. Elsevier BV.
    Crossref OpenAlex OpenCitations
  25. Kurt W. Fischer , Phillip R. Shaver , Peter Carnochan (1990). How Emotions Develop and How they Organise Development . Cognition & Emotion, 4(2), 81-127. Informa UK Limited.
    Crossref OpenAlex OpenCitations
  26. Stacey Rand , Ann-Marie Towers , Kamilla Razik , Ágnes Turnpenny , Jill Bradshaw , James Caiels et al. (2020). Feasibility, factor structure and construct validity of the easy-read Adult Social Care Outcomes Toolkit (ASCOT-ER) . Journal of Intellectual & Developmental Disability, 45(2), 119-132. Informa UK Limited.
    Crossref OpenAlex OpenCitations
  27. Alan Fogel (2001). A relational perspective on the development of self and emotion . In Identity and Emotion (pp. 93-114). Cambridge University Press.
    Crossref OpenAlex
  28. Simon Baron-Cohen (1991). Do People with Autism Understand What Causes Emotion? Child Development, 62(2), 385. Oxford University Press (OUP).
    Crossref OpenAlex OpenCitations
  29. JUDITH R. DEUTSCH , JAMES W. DEUTSCH (2005). The First Idea: How Symbols, Language, and Intelligence Evolved From Our Primate Ancestors to Modern Humans . American Journal of Psychiatry, 162(6), 1232-a-1233. American Psychiatric Association Publishing.
    OpenAlex
  30. Greenspan SI (2009). The First Idea: How Symbols, Language, and Intelligence Evolved from Our Primate Ancestors to Modern Humans . The First Idea: How Symbols, Language, and Intelligence Evolved from Our Primate Ancestors to Modern Humans.
    Type: Other
    Crossref
  31. Eilidh Cage , Zoe Troxell-Whitman (2019). Understanding the Reasons, Contexts and Costs of Camouflaging for Autistic Adults . Journal of Autism and Developmental Disorders, 49(5), 1899-1911. Springer Science and Business Media LLC.
    Crossref OpenAlex OpenCitations
  32. Shaun M. Eack , Carla A. Mazefsky , Nancy J Minshew (2015). Misinterpretation of facial expressions of emotion in verbal adults with autism spectrum disorder . Autism, 19(3), 308-315. SAGE Publications.
    Crossref OpenAlex OpenCitations
  33. Christina B. Young , Gal Raz , Daphne Everaerd , Christian Beckmann , Indira Tendolkar , Talma Hendler et al. (2017). Dynamic Shifts in Large-Scale Brain Network Balance As a Function of Arousal . The Journal of Neuroscience, 37(2), 281-290. Society for Neuroscience.
    Crossref OpenAlex OpenCitations
  34. Neil Humphrey , Sarah Lewis (2008). `Make me normal' . Autism, 12(1), 23-46. SAGE Publications.
    Crossref OpenAlex OpenCitations
  35. Ofer Golan , Ilanit Gordon , Keren Fichman , Giora Keinan (2018). Specific Patterns of Emotion Recognition from Faces in Children with ASD: Results of a Cross-Modal Matching Paradigm . Journal of Autism and Developmental Disorders, 48(3), 844-852. Springer Science and Business Media LLC.
    Crossref OpenAlex OpenCitations
  36. Léo Kanner (1943). Autistic disturbances of affective contact . The Nervous Child, 2(3), 217.
    Type: Article OpenAlex: https://openalex.org/W2255119171
    Crossref OpenAlex
  37. Margaret M. Bradley , Peter J. Lang (1994). Measuring emotion: The self-assessment manikin and the semantic differential . Journal of Behavior Therapy and Experimental Psychiatry, 25(1), 49-59. Elsevier BV.
    Crossref OpenAlex OpenCitations
  38. L Kanner (1968). Autistic disturbances of affective contact. Acta Paedopsychiatr, 35(4), 100.
    Type: Article OpenAlex: https://openalex.org/W2192638454
    OpenAlex
  39. Brewer R (2016). People with autism can read emotions, feel empathy . Sci Am, 12.
    Type: Other
    Crossref
  40. (n.d.). #Alexithymia isn't only a problem of not understanding our emotions—I CAN Be Autistic. https://visualvox.wordpress.com/2017/03/26/alexithymia-isn't-only-a-problem-of-not-understanding-our-emotions Accessed December30 2019.
    Type: Other
    Crossref
  41. Teah-Marie Bynion , Matthew T. Feldner (2017). Self-Assessment Manikin . In Encyclopedia of Personality and Individual Differences (pp. 1-3). Springer International Publishing.
    Crossref
  42. (n.d.). Garcia-Lesy E. “Deaf Friendly” Emotion Assessment with the Self-Assessment Manikin: Case Report. Graduate Center Psychology Research Day on May 5 2017 The Graduate Center of the City University of New York New York NY; 2017.
    Type: Other
    Crossref
  43. Peter J. Lang (1995). International Affective Picture System (IAPS): Technical Manual and Affective Ratings . Medical Entomology and Zoology.
    Type: Article OpenAlex: https://openalex.org/W44741455
    Crossref
  44. David Nicholas , Jesse D. Orjasaeter , Lonnie Zwaigenbaum (2019). Correction to: Considering Methodological Accommodation to the Diversity of ASD: A Realist Synthesis Review of Data Collection Methods for Examining First-Person Experiences . Review Journal of Autism and Developmental Disorders, 6(4), 422-422. Springer Science and Business Media LLC.
    OpenAlex
  45. Susan Fletcher-Watson , Francesca Happé (2019). Autism: A New Introduction to Psychological Theory and Current Debate .
    Type: Book OpenAlex: https://openalex.org/W2914599441
    OpenAlex