Research on Speech Development Trajectories and Predictive Models in Children With Autism Spectrum Disorder
Study Overview
Status
Status
Conditions
Conditions
Intervention / Treatment
Intervention / Treatment
Detailed Description
- Procedures. This study plans to enroll 60 children with autism spectrum disorder (ASD group) and 60 typically developing children (TD group), aged 18-60 months, matched by age and sex. At baseline, both groups will undergo assessments of development, language, and parent-child interaction, as well as fNIRS; the ASD group will additionally receive clinical diagnostic evaluations. Subsequently, a one-year follow-up will be conducted, with both groups completing language and parent-child interaction assessments at 3, 6, 9, and 12 months, and undergoing repeated developmental and fNIRS evaluations at the final 12-month visit.
- Demographic questionnaire and clinical data. The demographic questionnaire is completed by the child's primary caregiver, detailing child's name, gender, date of birth, height, weight, heart rate. Clinical data will be ascertained from the medical records, including information about DSM-5 diagnosis and comorbid conditions.
- Sample size. This study ultimately determined a sample size of 120 participants (60 in the ASD group and 60 in the TD group). The estimation was based on the minimum sample size required to analyze the "group × time" interaction effect using a mixed-effects model (88 participants, achieving 85% power), and fully considered the following factors: ① Meeting the analytical requirements for both the main effects of group and time; ② The need to increase the sample size to 110 participants if multiple comparison corrections (Bonferroni correction, α=0.0083) are applied to the six speech indicators; ③ Considering practical operational challenges such as the long follow-up period, multiple repeated measurements, and anticipated dropout rates, the sample was ultimately expanded to 120 participants to ensure the robustness of the study.
- Statistical analysis. SPSS 25.0 software (SPSS Inc) was used for statistical analysis for the scale data, The speech development trajectories of the two groups can be analyzed using longitudinal methods such as mixed-effects models. Repeated measures ANOVA will compare speech characteristics between the ASD and TD groups at five time points (baseline, 3, 6, 9, and 12 months). Correlation analysis (Pearson or Spearman, depending on normality) will assess the relationship between speech development and core ASD symptoms. ANOVA/MANOVA will examine group differences in speech perception tasks, and exploratory factor analysis will identify underlying factors influencing speech perception.All statistical analyses were conducted with a statistical threshold P-value of <0.05. The data collected through fNIRS will be performed via NirSpark analysis software.
- Ethical matters and data protection. The children participated in the study will sign the informed consent (obtained from the guardian). And this study was approved by the local ethics committee. children's name will be abbreviated and the research data will be assigned a code then to provide to the researcher. The authorization from parents on the children's health information remains valid until the study is completed. After that, researchers will delete private information from the study record.
Study Type
Study Type
Enrollment (Estimated)
Enrollment
Contacts and Locations
Study Contact
Study Contact
- Name: Li Chen, Doctor
- Phone Number: +86 13677620103
- Email: chenli@cqmu.edu.cn
Participation Criteria
Eligibility Criteria
Eligibility Criteria
Ages Eligible for Study
- Child
Accepts Healthy Volunteers
Sampling Method
Study Population
Description
Inclusion Criteria:
- Diagnosed as typically developing children by two or more associate chief physicians.
- Gender- and age-matched to the ASD group.
- Participants whose native language is Chinese.
Exclusion Criteria:
- Participants not meeting the age requirement.
- Presence of orofacial motor and swallowing dysfunction.
- Hearing impairment.
- Participants whose native language isn't Chinese.
- Neurological disorders (such as encephalitis or seizures) and comorbid psychiatric disorders.
Study Plan
How is the study designed?
Design Details
Number of groups / cohorts
Cohorts and Interventions
Group / CohortGroup / Cohort |
Intervention / TreatmentIntervention / Treatment |
|---|---|
|
ASD group
Inclusion criteria: Diagnosed by two or more associate chief physicians using the DSM-5 diagnostic criteria. Participants aged between 18 and 60 months. Participants with a vocabulary size ranging from 0 to 50 words, as assessed using the Chinese Communicative Development Inventory. Participants whose native language is Chinese. Exclusion criteria: Participants not meeting the age requirement. Presence of orofacial motor and swallowing dysfunction. Hearing impairment. Participants whose native language isn't Chinese. Neurological disorders (such as encephalitis or seizures) and comorbid psychiatric disorders. |
The intervention methods for children in the ASD group will be documented in detail (through telephone or online follow-ups, based on parental reports, with records including the location, time, frequency, and main content of the interventions); children in the TD group did not receive any intervention.
|
|
TD group
Inclusion Criteria: Diagnosed as typically developing children by two or more associate chief physicians. Gender- and age-matched to the ASD group. Participants whose native language is Chinese. Exclusion Criteria: Participants not meeting the age requirement. Presence of orofacial motor and swallowing dysfunction. Hearing impairment. Participants whose native language isn't Chinese. Neurological disorders (such as encephalitis or seizures) and comorbid psychiatric disorders. |
What is the study measuring?
Primary Outcome Measures
Primary Outcome Measures
Outcome Measure |
Measure Description |
Time Frame |
|---|---|---|
|
The language ability of ASD group and TD group by Dream-it
Time Frame: Baseline enrollment;3 months ,6 months ,9 months and 12 months after follow-up
|
The participants will be assessed using the Dream-it, which consists of two separate scales developed for children aged 0-18 months and 18-36 months, respectively.
The assessment is conducted via parent report and completed on an iPad.
The evaluation covers four domains: language comprehension, language expression, cognitive play, and social communication.The researchers will calculate the participants' scale scores across four dimensions and compare them at different time points.
|
Baseline enrollment;3 months ,6 months ,9 months and 12 months after follow-up
|
|
The language ability of ASD group and TD group by free-play session with one parent
Time Frame: Baseline enrollment; 3 months, 6 months, 9 months and 12 months after follow-up
|
The participants will be engage in a 15-minute semi-structured free-play session with one parent, which will be video-recorded for later coding of behavioral and vocalization measures.
The investigators will collect the participant's naturalistic language.
Indicators such as the diversity of syllables, the number of vowels, and the number of consonants will be calculated and compared at various time points.
|
Baseline enrollment; 3 months, 6 months, 9 months and 12 months after follow-up
|
Secondary Outcome Measures
Secondary Outcome Measures
Outcome Measure |
Measure Description |
Time Frame |
|---|---|---|
|
The changes in degree of ASD disorder by Autism Diagnostic Observation Schedule-2
Time Frame: Baseline enrollment; 12 months after follow-up
|
The participants in ASD group will be accepted the ADOS assessment.The Autism Diagnostic Observation Schedule-2 (ADOS-2) is adopted to assess the changes in the degree of ASD disorder.
The Autism Diagnostic Observation Schedule-2 (ADOS-2) is a standardized observational assessment.
The assessment includes abilities in four areas: social interaction, stereotypical behavior, verbal communication, emotion, and abnormal behavior.
The participants in the study will be administered a module 1 for children with little or no phrase speech or Module 2, for children who use phrase speech but are not yet fluent.
Standardized ADOS scores in the domains of social affect (SA) and restricted repetitive behaviors (RRB) were calculated as indicators of ASD severity.
|
Baseline enrollment; 12 months after follow-up
|
|
The developmental level in ASD group and TD group
Time Frame: Baseline enrollment; 12 months after follow-up
|
The participants will be assessed using the Gesell Developmental Schedule (GESELL) .The Gesell assessment is a developmental evaluation tool for young children, typically used from birth to age six, to measure skills across fine motor, gross motor, adaptive, language, and personal-social domains.Scores for the five domains (gross motor, fine motor, adaptive, language, and personal-social) will be calculated and compared between groups.
|
Baseline enrollment; 12 months after follow-up
|
|
The changes of brain function detection indicators
Time Frame: Baseline enrollment;12 months after follow-up
|
To assess speech perception, two groups of participants will be completed a task-based paradigm while being monitored with functional near-infrared spectroscopy (fNIRS).All participants will undergo an approximately 10-minute speech perception task, during which concentrations of oxygenated hemoglobin in different brain regions and functional connectivity will be recorded.
|
Baseline enrollment;12 months after follow-up
|
Collaborators and Investigators
Sponsor
Sponsor
Publications and helpful links
General Publications
- DeVeney SL, Kyvelidou A, Mather P. A home-based longitudinal study of vocalization behaviors across infants at low and elevated risk of autism. Autism Dev Lang Impair. 2021 Nov 24;6:23969415211057658. doi: 10.1177/23969415211057658. eCollection 2021 Jan-Dec.
- Chenausky KV, Maffei M, Tager-Flusberg H, Green JR. Review of methods for conducting speech research with minimally verbal individuals with autism spectrum disorder. Augment Altern Commun. 2023 Mar;39(1):33-44. doi: 10.1080/07434618.2022.2120071. Epub 2022 Nov 8.
- Yankowitz LD, Petrulla V, Plate S, Tunc B, Guthrie W, Meera SS, Tena K, Pandey J, Swanson MR, Pruett JR Jr, Cola M, Russell A, Marrus N, Hazlett HC, Botteron K, Constantino JN, Dager SR, Estes A, Zwaigenbaum L, Piven J, Schultz RT, Parish-Morris J; IBIS Network. Infants later diagnosed with autism have lower canonical babbling ratios in the first year of life. Mol Autism. 2022 Jun 27;13(1):28. doi: 10.1186/s13229-022-00503-8.
- Helland WA, Lundervold AJ, Heimann M, Posserud MB. Stable associations between behavioral problems and language impairments across childhood - the importance of pragmatic language problems. Res Dev Disabil. 2014 May;35(5):943-51. doi: 10.1016/j.ridd.2014.02.016. Epub 2014 Mar 15.
- Liu M, Han J, Zhang Y, Wen J, Wang Y, Hu X, Sun M, Qu L, Han X, Xu L, Zhao H, Lu H, Liu Q. Phonological Development in 3-6-Year-Old Mandarin-Speaking Children with Autism, Developmental Delays, and Typical Development. J Autism Dev Disord. 2025 Dec;55(12):4312-4323. doi: 10.1007/s10803-024-06522-z. Epub 2024 Aug 23.
Study record dates
Study Major Dates
Study Start (Estimated)
Study Start
Primary Completion (Estimated)
Primary Completion
Study Completion (Estimated)
Study Completion
Study Registration Dates
First Submitted
First Submitted
First Submitted That Met QC Criteria
First Submitted That Met QC Criteria
First Posted (Actual)
First Posted
Study Record Updates
Last Update Posted (Actual)
Last Update Posted
Last Update Submitted That Met QC Criteria
Last Update Submitted That Met QC Criteria
Last Verified
Last Verified
More Information
Terms related to this study
Additional Relevant MeSH Terms
Other Study ID Numbers
Other Study ID Numbers
- SDTPMASD
Plan for Individual participant data (IPD)
Plan to Share Individual Participant Data (IPD)?
IPD Plan Description
Drug and device information, study documents
Studies a U.S. FDA-regulated drug product
Studies a U.S. FDA-regulated device product
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