Characterizing Objective Quality of Life and Normative Outcomes in Adults with Autism Spectrum Disorder: An Exploratory Latent Class Analysis
Open accessAbstract
This study aims to extend the definition of quality of life (QoL) for adults with autism spectrum disorder (ASD, n = 180, ages 23-60) by: (1) characterizing the heterogeneity of normative outcomes (employment, independent living, social engagement) and objective QoL (physical health, neighborhood quality, family contact, mental health issues); and (2) identifying predictors of positive normative outcomes and good objective QoL. Findings of an exploratory latent class analysis identified three groups of adults with ASD-Greater Dependence, Good Physical and Mental Health, and Greater Independence. Findings indicate that better daily living skills, better executive function, and more maternal warmth are associated with assignment to better outcome groups. Findings have implications for interventions designed to enhance achievement of normative outcomes and objective QoL.
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?
When aggregating across domains of life, many adults with ASD have 'poor' or 'very poor' outcomes.
“When aggregating across these domains of life, many adults with ASD have ' poor ' or ' very poor ' outcomes 223,224 .”
From Autism spectrum disorder (2020) · cites this paper as [224]
Many autistic adults have difficulties with their physical, emotional and material wellbeing, which can require ongoing support.
“Many also have difficulties with their physical, emotional and material wellbeing, which can require ongoing support (Billstedt et al. 2011;Bishop-Fitzpatrick et al. 2016;Renty and Roeyers 2006).”
From Childhood Executive Function Predicts Later Autistic Features and Adaptive Behavior in Young Autistic People: a 12-Year Prospective Study (2019) · cites this paper as Bishop-Fitzpatrick et al. 2016
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
Diagnostic and Statistical Manual of Mental Disorders
Williams, J. B. W., & First, M. B. (2013) · Oxford University Press eBooks · doi:10.1093/acrefore/9780199975839.013.104 · Cited by 109,841 · see citing works
Maximum Likelihood from Incomplete Data Via the <i>EM</i> Algorithm
Dempster, A. P., Laird, N. M., & Rubin, D. B. (1977) · Journal of the Royal Statistical Society Series B: Statistical Methodology · doi:10.1111/j.2517-6161.1977.tb01600.x · Cited by 50,444 · see citing works
(1990) · Choice Reviews Online · doi:10.5860/choice.27-3338 · Cited by 35,305 · see citing works
Diagnostic and Statistical Manual of Mental Disorders.
Widiger, T. A. (2000) · Oxford University Press eBooks · doi:10.1037/10518-009 · Cited by 19,767 · see citing works
Hosmer, D. W., Lemeshow, S., & Sturdivant, R. X. (2013) · Wiley Series in Probability and Statistics · doi:10.1002/9781118548387 · Cited by 13,861 · see citing works
Missing data: our view of the state of the art
Schafer, J. L., & Graham, J. W. (2002) · Psychological Methods · doi:10.1037/1082-989x.7.2.147 · Cited by 11,638 · see citing works
Lord, C., Rutter, M., & Le Couteur, A. (1994) · Journal of Autism and Developmental Disorders · doi:10.1007/bf02172145 · Cited by 9,065 · see citing works
Self-rated health and mortality: a review of twenty-seven community studies.
Idler, E. L., & Benyamini, Y. (1997) · Journal of Health and Social Behavior · doi:10.2307/2955359 · Cited by 8,598 · see citing works
Agresti, A. (2002) · Wiley Series in Probability and Statistics · doi:10.1002/0471249688 · Cited by 6,746 · see citing works
Baio, J., Wiggins, L., Christensen, D. L., Maenner, M. J., Daniels, J., Warren, Z., Kurzius-Spencer, M., Zahorodny, W., Robinson, C., Rosenberg, et al. (2018) · MMWR. Surveillance Summaries · doi:10.15585/mmwr.ss6706a1 · Cited by 6,078 · see citing works
Maximum likelihood estimation from incomplete data via the EM algorithm
Dempster, A. P. (1977) · Journal of the Royal Statistical Society Series A (Statistics in Society) · Cited by 4,506 · see citing works
<b>Amelia</b> II: A Program for Missing Data
Honaker, J., King, G., & Blackwell, M. (2011) · Journal of Statistical Software · doi:10.18637/jss.v045.i07 · Cited by 2,552 · see citing works
An entropy criterion for assessing the number of clusters in a mixture model
Celeux, G., & Soromenho, G. (1996) · Journal of Classification · doi:10.1007/bf01246098 · Cited by 2,448 · see citing works
Hagenaars, J. A. P., & McCutcheon, A. L. (2002) · Cambridge University Press eBooks · doi:10.1017/cbo9780511499531 · Cited by 1,983 · see citing works
Equifinality and multifinality in developmental psychopathology
Cicchetti, D., & Rogosch, F. A. (1996) · Development and Psychopathology · doi:10.1017/s0954579400007318 · Cited by 1,842 · cited 1× · see citing works
“, having a good life) can be reached via a number of different developmental pathways (Cicchetti and Rogosch 1996).”
BackgroundBest practices for missing data management in counseling psychology
Schlomer, G. L., Bauman, S., & Card, N. A. (2010) · Journal of Counseling Psychology · doi:10.1037/a0018082 · Cited by 1,835 · see citing works
Adult outcome for children with autism
Howlin, P., Goode, S., Hutton, J., & Rutter, M. (2004) · Journal of Child Psychology and Psychiatry · doi:10.1111/j.1469-7610.2004.00215.x · Cited by 1,813 · see citing works
Quality of life: Its definition and measurement
Felce, D., & Perry, J. (1995) · Research in Developmental Disabilities · doi:10.1016/0891-4222(94)00028-8 · Cited by 1,775 · see citing works
poLCA : An R Package for Polytomous Variable Latent Class Analysis
Linzer, D. A., & Lewis, J. B. (2011) · Journal of Statistical Software · doi:10.18637/jss.v042.i10 · Cited by 1,649 · see citing works
Behavior Rating Inventory for Executive Function
Gioia, G. A., Isquith, P. Κ., & Roth, R. M. (2017) · Springer eBooks · doi:10.1007/978-3-319-56782-2_1881-2 · Cited by 1,571 · see citing works
Naarden Braun, K. V., Lopez, M., White, T., et al. (2023) · Carolina Digital Repository (University of North Carolina at Chapel Hill) · doi:10.17615/y3kk-5x30 · Cited by 1,381 · see citing works
The Measurement of Expressed Emotion in the Families of Psychiatric Patients
Vaughn, C. E., & Leff, J. (1976) · British Journal of Social and Clinical Psychology · doi:10.1111/j.2044-8260.1976.tb00021.x · Cited by 1,039 · see citing works
A brief method for assessing expressed emotion in relatives of psychiatric patients
Magana-Amato, A., Goldstein, M. J., Karno, M., Miklowitz, D. J., JENKINS, J. H., & Falloon, I. R. H. (1986) · Psychiatry Research · doi:10.1016/0165-1781(86)90049-1 · Cited by 820 · see citing works
Taylor, J. L., & Seltzer, M. M. (2011) · Journal of Autism and Developmental Disorders · doi:10.1007/s10803-010-1070-3 · Cited by 735 · see citing works
Gioia, G. A., Isquith, P. K., Retzlaff, P. D., & Espy, K. A. (2002) · Child Neuropsychology · doi:10.1076/chin.8.4.249.13513 · Cited by 608 · see citing works
Trajectory of development in adolescents and adults with autism
Seltzer, M. M., Shattuck, P. T., Abbeduto, L., & Greenberg, J. S. (2004) · Mental Retardation and Developmental Disabilities Research Reviews · doi:10.1002/mrdd.20038 · Cited by 589 · see citing works
Self-citationThe concept of quality of life: what we know and do not know
Schalock, R. L. (2004) · Journal of Intellectual Disability Research · doi:10.1111/j.1365-2788.2003.00558.x · Cited by 586 · see citing works
The Symptoms of Autism Spectrum Disorders in Adolescence and Adulthood
Seltzer, M. M., Krauss, M. W., Shattuck, P. T., Orsmond, G. I., Swe, A., & Lord, C. (2003) · Journal of Autism and Developmental Disorders · doi:10.1023/b:jadd.0000005995.02453.0b · Cited by 495 · see citing works
Latent Variable Regression for Multiple Discrete Outcomes
Bandeen‐Roche, K., Miglioretti, D. L., Zeger, S. L., & Rathouz, P. J. (1997) · Journal of the American Statistical Association · doi:10.1080/01621459.1997.10473658 · Cited by 453 · see citing works
Outcomes in adolescents and adults with autism: A review of the literature
Levy, A. K., & Perry, A. (2011) · Research in Autism · doi:10.1016/j.rasd.2011.01.023 · Cited by 448 · see citing works
Dziak, J. J., Lanza, S. T., & Tan, X. (2014) · Structural Equation Modeling: A Multidisciplinary Journal · doi:10.1080/10705511.2014.919819 · Cited by 441 · see citing works
Behavior Rating Inventory of Executive Function (BRIEF)
Gioia, Isquith, Guy, & Kenworthy (2020) · Psychology Press eBooks · doi:10.4324/9781003076391-76 · Cited by 437 · see citing works
Anderson, D. K., Liang, J. W., & Lord, C. (2014) · Journal of Child Psychology and Psychiatry · doi:10.1111/jcpp.12178 · Cited by 401 · see citing works
Diagnosing Autism: Analyses of Data from the Autism Diagnostic Interview
Lord, C., Pickles, A. R., McLennan, J. D., Rutter, M. L., Bregman, J. D., Folstein, S. E., Fombonne, E. J., Leboyer, M., & Minshew, N. J. (1997) · Journal of Autism and Developmental Disorders · doi:10.1023/a:1025873925661 · Cited by 374 · see citing works
Subjective and objective neighborhood characteristics and adult health
Weden, M. M., Carpiano, R. M., & Robert, S. (2008) · Social Science & Medicine · doi:10.1016/j.socscimed.2007.11.041 · Cited by 353 · see citing works
Cederlund, M., Hagberg, B. S., Billstedt, E., Gillberg, I. C., & Gillberg, C. (2007) · Journal of Autism and Developmental Disorders · doi:10.1007/s10803-007-0364-6 · Cited by 336 · see citing works
Changes in the Autism Behavioral Phenotype During the Transition to Adulthood
Taylor, J. L., & Seltzer, M. M. (2010) · Journal of Autism and Developmental Disorders · doi:10.1007/s10803-010-1005-z · Cited by 290 · see citing works
A Systematic Review of Psychosocial Interventions for Adults with Autism Spectrum Disorders
Bishop, L., Minshew, N. J., & Eack, S. M. (2012) · Journal of Autism and Developmental Disorders · doi:10.1007/s10803-012-1615-8 · Cited by 221 · see citing works
Maenner, M. J., Smith, L. E., Hong, J., Makuch, R., Greenberg, J. S., & Mailick, M. R. (2013) · Disability and Health Journal · doi:10.1016/j.dhjo.2012.08.005 · Cited by 198 · see citing works
Self-citationGreenberg, J. S., Seltzer, M. M., Hong, J., & Orsmond, G. I. (2006) · American Journal on Mental Retardation · doi:10.1352/0895-8017(2006)111[229:beoeea]2.0.co;2 · Cited by 181 · see citing works
Self-citationBehavior Rating Inventory of Executive Function—Adult Version (BRIEF-A)
Bortnick, K. (2024) · Routledge eBooks · doi:10.4324/9781003525288-62 · Cited by 179 · see citing works
Review of Three Latent Class Cluster Analysis Packages: Latent Gold, poLCA, and MCLUST
Haughton, D., Legrand, P., & Woolford, S. (2009) · The American Statistician · doi:10.1198/tast.2009.0016 · Cited by 139 · see citing works
Perceptions of social challenges of adults with autism spectrum disorder
Sperry, L. A., & Mesibov, G. B. (2005) · Autism · doi:10.1177/1362361305056077 · Cited by 126 · see citing works
DaWalt, L. S., Greenberg, J. S., Seltzer, M. M., & Hong, J. (2008) · American Journal on Mental Retardation · doi:10.1352/2008.113:387-402 · Cited by 124 · see citing works
Self-citationEaves, L. C., & Ho, H. H. (1996) · Journal of Autism and Developmental Disorders · doi:10.1007/bf02172276 · Cited by 110 · see citing works
Adults with Autism: Outcomes, Family Effects, and the Multi-Family Group Psychoeducation Model
DaWalt, L. S., Greenberg, J. S., & Seltzer, M. M. (2012) · Current Psychiatry Reports · doi:10.1007/s11920-012-0328-1 · Cited by 109 · see citing works
Self-citationWoodman, A. C., DaWalt, L. S., Greenberg, J. S., & Seltzer, M. M. (2015) · Journal of Autism and Developmental Disorders · doi:10.1007/s10803-015-2561-z · Cited by 102 · see citing works
Self-citationAn Alternative View of Outcome in Autism
Ruble, L. A., & Dalrymple, N. J. (1996) · Focus on Autism and Other Developmental Disabilities · doi:10.1177/108835769601100102 · Cited by 96 · see citing works
Taylor, J. L., DaWalt, L. S., & Seltzer, M. M. (2013) · Journal of Autism and Developmental Disorders · doi:10.1007/s10803-013-2010-9 · Cited by 94 · see citing works
Stability and Interpersonal Agreement of the Interview-Based Diagnosis of Autism
Hill, A., Bölte, S., Petrova, G., Beltcheva, D., Tacheva, S., & Poustka, F. (2001) · Psychopathology · doi:10.1159/000049305 · Cited by 74 · see citing works
Adolescents and Adults with Autism Spectrum Disorders
Seltzer, M. M., Greenberg, J. S., Taylor, J. L., Smith, L. E., Orsmond, G. I., Esbensen, A. J., & Hong, J. (2011) · Oxford University Press eBooks · doi:10.1093/med/9780195371826.003.0016 · Cited by 63 · see citing works
Self-citationRange of Outcomes and Challenges in Middle and Later Life
Farley, M. A., & McMahon, B. (2014) · Springer eBooks · doi:10.1007/978-1-4939-0506-5_11 · Cited by 14 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
Lord, C., Brugha, T. S., Charman, T., Cusack, J., Dumas, G., Frazier, T., Jones, E. J. H., Jones, R. M., Pickles, A., State, M. W., et al. (2020) · Nature Reviews Disease Primers · doi:10.1038/s41572-019-0138-4 · Cited by 1,859 · see citing works
Predictors of quality of life for autistic adults
Mason, D., McConachie, H., Garland, D., Petrou, A., Rodgers, J., & Parr, J. R. (2018) · Autism Research · doi:10.1002/aur.1965 · Cited by 327 · see citing works
A systematic review of quality of life of adults on the autism spectrum
Ayres, M., Parr, J. R., Rodgers, J., Mason, D., Avery, L., & Flynn, D. (2018) · Autism · doi:10.1177/1362361317714988 · Cited by 230 · see citing works
Bishop-Fitzpatrick, L., Mazefsky, C. A., & Eack, S. M. (2018) · Autism · doi:10.1177/1362361317703090 · Cited by 142 · see citing works
Oakley, B. F., Tillmann, J., Ahmad, J., Crawley, D., San José Cáceres, A., Holt, R., Charman, T., Banaschewski, T., Buitelaar, J., Simonoff, E., et al. (2021) · Autism · doi:10.1177/1362361320959959 · Cited by 133 · see citing works
“Last, almost all existing studies have focused on single age groups, predominantly children (Bishop-Fitzpatrick et al., 2018), even though autism is a lifelong condition for which QoL reductions have been shown to persist into later adulthood (Graham Holmes et al., 2020; Mason et al., 2019; van…”
BackgroundChild and Adult Factors Related to Quality of Life in Adults with Autism
Moss, P., Mandy, W., & Howlin, P. (2017) · Journal of Autism and Developmental Disorders · doi:10.1007/s10803-017-3105-5 · Cited by 119 · see citing works
Cribb, S., Kenny, L., & Pellicano, E. (2019) · Autism · doi:10.1177/1362361319830029 · Cited by 103 · see citing works
Kenny, L., Cribb, S. J., & Pellicano, E. (2019) · Journal of Abnormal Child Psychology · doi:10.1007/s10802-018-0493-8 · Cited by 88 · see citing works
Quality of life for older autistic people: The impact of mental health difficulties
Mason, D., Mackintosh, J., McConachie, H., Rodgers, J., Finch, T., & Parr, J. R. (2019) · Research in Autism Spectrum Disorders · doi:10.1016/j.rasd.2019.02.007 · Cited by 89 · see citing works
Adaptive behavior in youth with autism spectrum disorder: The role of flexibility
Bertollo, J. R., Strang, J. F., Anthony, L. G., Kenworthy, L., Wallace, G. L., & Yerys, B. E. (2020) · Journal of Autism and Developmental Disorders · doi:10.1007/s10803-019-04220-9 · Cited by 58 · see citing works
The Relationship Between Quality of Life and Job Satisfaction in Autistic Workers
Hedley, D., Bury, S. M., & Spoor, J. R. (2020) · Autism and Developmental Disorders · doi:10.17759/autdd.2020180302 · Cited by 9 · see citing works
- Authors
- Bishop-Fitzpatrick, L., Hong, J., Smith, L. E., Makuch, R. A., Greenberg, J. S., & Mailick, M. R.
- Affiliations
- University of Wisconsin–Madison (US)
- ORCID
- Hong, Jinkuk
- Venue
- Journal of Autism and Developmental Disorders
- Published
- 2016-05-20
- Volume
- 46
- Issue
- 8
- Pages
- 2707-2719
- ISSN
- 0162-3257 (ISSN-L)
- 1573-3432
- PMC
- PMC5039043
- OpenAlex
- W2397380280
- Cited by
- 142
- References
- 54
- Citations by year
- 2026: 9 · 2025: 12 · 2024: 21 · 2023: 7 · 2022: 13 · 2021: 28 · 2020: 14 · 2019: 12 · 2018: 16 · 2017: 8 · 2016: 2
- FWCI
- 8.06
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Journal of Autism and Developmental Disorders (publishedVersion)
- PubMed (publishedVersion)
- PubMed Central (acceptedVersion)
- Funders
- National Institute on Aging (AG08768)
- National Institute of Child Health and Human Development (T32 HD07489)
- Autism Speaks (7724)
- Topics
- Life Sciences › Neuroscience › Cognitive Neuroscience › Autism Spectrum Disorder Research
- Social Sciences › Safety Research › Disability Education and Employment
- Social Sciences › Psychology › Clinical Psychology › Family and Disability Support Research
- Keywords
- autism spectrum disorder, autistic adults, quality of life, employment, independent living, social engagement, daily living skills, executive function, maternal warmth, mental health, physical health, neighborhood quality, family contact, outcome heterogeneity
- MeSH terms
- Autism Spectrum Disorder, Adult, Employment, Family, Female, Humans, Male, Mental Health, Middle Aged, Quality of Life, Executive Function, Independent Living
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