autism spectrum disorder;
big data;
case identification;
Integrated Data Infrastructure;
mental health;
PSYCHIATRIC-DISORDERS;
SOCIOECONOMIC-STATUS;
DEVELOPMENTAL-DISABILITIES;
UNITED-STATES;
CHILDREN;
HEALTH;
DIAGNOSIS;
PREVALENCE;
COMORBIDITY;
AGE;
D O I:
10.1177/1362361320939329
中图分类号:
B844 [发展心理学(人类心理学)];
学科分类号:
040202 ;
摘要:
New Zealand has few estimates of the prevalence of autism spectrum disorder and no national registry. The use of administrative data sources is expanding and could be useful in autism spectrum disorder research. However, the extent to which autism spectrum disorder can be captured in these data sources is unknown. In this study, we utilised three linked administrative health data sources from the Integrated Data Infrastructure to identify cases of autism spectrum disorder among New Zealand children and young people. We then investigated the extent to which a range of mental health, neurodevelopmental and related problems co-occur with autism spectrum disorder. In total, 9555 unique individuals aged 0-24 with autism spectrum disorder were identified. The identification rate for 8-year-olds was 1 in 102. Co-occurring mental health or related problems were noted in 68% of the autism spectrum disorder group. The most common co-occurring conditions were intellectual disability, disruptive behaviours and emotional problems. Although data from the Integrated Data Infrastructure may currently undercount cases of autism spectrum disorder, they could be useful for monitoring service and treatment-related trends, types of co-occurring conditions and for examining social outcomes. With further refinement, the Integrated Data Infrastructure could prove valuable for informing the national incidence and prevalence of autism spectrum disorder and the long-term effectiveness of clinical guidelines and interventions for this group. Lay abstract New Zealand has few estimates of the prevalence autism spectrum disorder and no national registry or data set to identify and track cases. This hinders the ability to make informed, evidence-based decisions relating to autism spectrum disorder. In this study, we utilised linked health and non-health data to develop a method for identifying cases of autism spectrum disorder among children and young people in New Zealand. In addition, we examined rates of co-occurring mental health, neurodevelopmental and related conditions among this cohort and compared these to the general population. The method identified almost 10,000 children and young people with autism spectrum disorder in New Zealand. Co-occurring mental health or related problems were found in over 68% of this group (nearly seven times higher than the general population), and around half were identified with multiple co-occurring conditions. The most frequently identified conditions were intellectual disability, disruptive behaviours and emotional problems. We have developed a useful method for monitoring service and treatment-related trends, number and types of co-occurring conditions and examining social outcomes among individuals with autism spectrum disorder. While the method may underestimate the prevalence of autism spectrum disorder in New Zealand, it provides a significant step towards establishing a more comprehensive evidence base to inform autism spectrum disorder-related policy.
机构:
Sidra Med & Res Ctr, Dept Psychiat, POB 26999,228M OPC, Doha, QatarSidra Med & Res Ctr, Dept Psychiat, POB 26999,228M OPC, Doha, Qatar
Campisi, Lisa
Imran, Nazish
论文数: 0引用数: 0
h-index: 0
机构:
King Edward Med Univ, Mayo Hosp, Child & Family Psychiat Dept, Lahore, PakistanSidra Med & Res Ctr, Dept Psychiat, POB 26999,228M OPC, Doha, Qatar
Imran, Nazish
Nazeer, Ahsan
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h-index: 0
机构:
Sidra Med & Res Ctr, Dept Psychiat, POB 26999,228M OPC, Doha, QatarSidra Med & Res Ctr, Dept Psychiat, POB 26999,228M OPC, Doha, Qatar
Nazeer, Ahsan
Skokauskas, Norbert
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h-index: 0
机构:
NTNU, Fac Med, Ctr Child & Adolescent Mental Hlth & Child Protec, Trondheim, NorwaySidra Med & Res Ctr, Dept Psychiat, POB 26999,228M OPC, Doha, Qatar
Skokauskas, Norbert
Azeem, Muhammad Waqar
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h-index: 0
机构:
Sidra Med & Res Ctr, Dept Psychiat, POB 26999,228M OPC, Doha, Qatar
Weill Cornell Med Qatar, Doha, QatarSidra Med & Res Ctr, Dept Psychiat, POB 26999,228M OPC, Doha, Qatar
机构:
Childrens Natl Hosp, Div Gen & Community Pediat, Washington, DC 20010 USAChildrens Natl Hosp, Div Gen & Community Pediat, Washington, DC 20010 USA
Long, Melissa
Register-Brown, Kelly
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h-index: 0
机构:
Childrens Natl Hosp, Div Psychiat & Behav Hlth Sci, Washington, DC 20010 USAChildrens Natl Hosp, Div Gen & Community Pediat, Washington, DC 20010 USA
机构:
Univ Calif Los Angeles, Dept Psychiat, Los Angeles, CA 90095 USA
Univ Calif Los Angeles, Sch Educ, Los Angeles, CA 90095 USAUniv Calif Los Angeles, Dept Psychiat, Los Angeles, CA 90095 USA
Lord, Catherine
Brugha, Traolach S.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Leicester, Dept Hlth Sci, Leicester, Leics, EnglandUniv Calif Los Angeles, Dept Psychiat, Los Angeles, CA 90095 USA
Brugha, Traolach S.
Charman, Tony
论文数: 0引用数: 0
h-index: 0
机构:
Kings Coll London, Inst Psychiat Psychol & Neurosci, London, EnglandUniv Calif Los Angeles, Dept Psychiat, Los Angeles, CA 90095 USA
Charman, Tony
Cusack, James
论文数: 0引用数: 0
h-index: 0
机构:
Autistica, London, EnglandUniv Calif Los Angeles, Dept Psychiat, Los Angeles, CA 90095 USA
Cusack, James
Dumas, Guillaume
论文数: 0引用数: 0
h-index: 0
机构:
Univ Paris, Inst Pasteur, UMR3571 CNRS, Paris, FranceUniv Calif Los Angeles, Dept Psychiat, Los Angeles, CA 90095 USA
Dumas, Guillaume
Frazier, Thomas
论文数: 0引用数: 0
h-index: 0
机构:
Autism Speaks, New York, NY USAUniv Calif Los Angeles, Dept Psychiat, Los Angeles, CA 90095 USA
Frazier, Thomas
Jones, Emily J. H.
论文数: 0引用数: 0
h-index: 0
机构:
Univ London, Ctr Brain & Cognit Dev, London, EnglandUniv Calif Los Angeles, Dept Psychiat, Los Angeles, CA 90095 USA
Jones, Emily J. H.
Jones, Rebecca M.
论文数: 0引用数: 0
h-index: 0
机构:
Sackler Inst Dev Psychobiol, New York, NY USA
Ctr Autism & Developing Brain, White Plains, NY USAUniv Calif Los Angeles, Dept Psychiat, Los Angeles, CA 90095 USA
Jones, Rebecca M.
Pickles, Andrew
论文数: 0引用数: 0
h-index: 0
机构:
Kings Coll London, Inst Psychiat Psychol & Neurosci, London, EnglandUniv Calif Los Angeles, Dept Psychiat, Los Angeles, CA 90095 USA
Pickles, Andrew
State, Matthew W.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Francisco, Dept Psychiat, Langley Porter Psychiat Inst, San Francisco, CA USA
Univ Calif San Francisco, Weill Inst Neurosci, San Francisco, CA 94143 USAUniv Calif Los Angeles, Dept Psychiat, Los Angeles, CA 90095 USA
State, Matthew W.
Taylor, Julie Lounds
论文数: 0引用数: 0
h-index: 0
机构:
Vanderbilt Univ, Med Ctr, Dept Pediat, Nashville, TN 37232 USA
Vanderbilt Univ, Med Ctr, Vanderbilt Kennedy Ctr, Nashville, TN USAUniv Calif Los Angeles, Dept Psychiat, Los Angeles, CA 90095 USA
Taylor, Julie Lounds
Veenstra-VanderWeele, Jeremy
论文数: 0引用数: 0
h-index: 0
机构:
Columbia Univ, Dept Psychiat, New York, NY USAUniv Calif Los Angeles, Dept Psychiat, Los Angeles, CA 90095 USA