TY - JOUR
T1 - Multicausal systems ask for multicausal approaches: A network perspective on subjective well-being in individuals with autism spectrum disorder
AU - Deserno, Marie K.
AU - Borsboom, Denny
AU - Begeer, Sander
AU - Geurts, Hilde M.
PY - 2017/11
Y1 - 2017/11
N2 - Given the heterogeneity of autism spectrum disorder, an important limitation of much autism spectrum disorder research is that outcome measures are statistically modeled as separate dependent variables. Often, their multivariate structure is either ignored or treated as a nuisance. This study aims to lift this limitation by applying network analysis to explicate the multivariate pattern of risk and success factors for subjective well-being in autism spectrum disorder. We estimated a network structure for 27 potential factors in 2341 individuals with autism spectrum disorder to assess the centrality of specific life domains and their importance for well-being. The data included both self- and proxy-reported information. We identified social satisfaction and societal contribution as the strongest direct paths to subjective well-being. The results suggest that an important contribution to well-being lies in resources that allow the individual to engage in social relations, which influence well-being directly. Factors most important in determining the network’s structure include self-reported IQ, living situation, level of daily activity, and happiness. Number of family members with autism spectrum disorder and openness about one’s diagnosis are least important of all factors for subjective well-being. These types of results can serve as a roadmap for interventions directed at improving the well-being of individuals with autism spectrum disorder.
AB - Given the heterogeneity of autism spectrum disorder, an important limitation of much autism spectrum disorder research is that outcome measures are statistically modeled as separate dependent variables. Often, their multivariate structure is either ignored or treated as a nuisance. This study aims to lift this limitation by applying network analysis to explicate the multivariate pattern of risk and success factors for subjective well-being in autism spectrum disorder. We estimated a network structure for 27 potential factors in 2341 individuals with autism spectrum disorder to assess the centrality of specific life domains and their importance for well-being. The data included both self- and proxy-reported information. We identified social satisfaction and societal contribution as the strongest direct paths to subjective well-being. The results suggest that an important contribution to well-being lies in resources that allow the individual to engage in social relations, which influence well-being directly. Factors most important in determining the network’s structure include self-reported IQ, living situation, level of daily activity, and happiness. Number of family members with autism spectrum disorder and openness about one’s diagnosis are least important of all factors for subjective well-being. These types of results can serve as a roadmap for interventions directed at improving the well-being of individuals with autism spectrum disorder.
KW - autism
KW - network analysis
KW - person-environment system
KW - subjective well-being
UR - http://www.scopus.com/inward/record.url?scp=85030219639&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85030219639&partnerID=8YFLogxK
U2 - 10.1177/1362361316660309
DO - 10.1177/1362361316660309
M3 - Article
SN - 1362-3613
VL - 21
SP - 960
EP - 971
JO - Autism
JF - Autism
IS - 8
ER -