Evidence map›Paper›PMID 40286507›Full record

ArticleInfant behavior & development2025

Evaluating canonical babbling ratios extracted from day-long audio recordings in infants later diagnosed with autism spectrum disorder.

Shoba S Meera, Divya Swaminathan, Rahul Pawar, Lisa Yankowitz, Kevin Donovan, Khavi Khuu, Julia Parish-Morris, Steven F Warren, Annette Estes, Lonnie Zwaigenbaum and 13 more

Abstract read
In one paragraph

Article in Infant behavior & development, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

23 authors.

Shoba S MeeraDepartment of Speech Pathology and Audiology, National Institute of Mental Health and Neurosciences, Bangalore, India; Carolina Institute for Developmental Disabilities, University of North Carolina at Chapel Hill, NC, USA. Electronic address: ssmeera@nimhans.ac.in.
Divya SwaminathanDepartment of Speech Pathology and Audiology, National Institute of Mental Health and Neurosciences, Bangalore, India.
Rahul PawarBanva, Mumbai, India.
Lisa YankowitzCenter for Autism Research, Children's Hospital of Philadelphia, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA.
Kevin DonovanCarolina Institute for Developmental Disabilities, University of North Carolina at Chapel Hill, NC, USA.
Khavi KhuuCarolina Institute for Developmental Disabilities, University of North Carolina at Chapel Hill, NC, USA.
Julia Parish-MorrisCenter for Autism Research, Children's Hospital of Philadelphia, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA.
Steven F WarrenDepartment of Speech - Language - Hearing: Sciences & Disorders, College of Liberal Arts & Sciences, The University of Kansas, KS, USA.
Annette EstesInstitute on Human Development and Disability, University of Washington, Seattle, WA, USA; Department of Speech and Hearing Sciences, University of Washington, Seattle, WA, USA.
Lonnie ZwaigenbaumDepartment of Pediatrics, University of Alberta, Edmonton, AB, Canada.
Mark ClementsThe School of Electrical and Computer Engineering, Georgia Institute of Technology, Atlanta, GA, USA.
David V AndersonThe School of Electrical and Computer Engineering, Georgia Institute of Technology, Atlanta, GA, USA.
Robert T SchultzCenter for Autism Research, Children's Hospital of Philadelphia, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA.
Heather C HazlettCarolina Institute for Developmental Disabilities, University of North Carolina at Chapel Hill, NC, USA; Department of Psychiatry, UNC School of Medicine, University of North Carolina at Chapel Hill, NC, USA.
Tanya St JohnInstitute on Human Development and Disability, University of Washington, Seattle, WA, USA; Department of Speech and Hearing Sciences, University of Washington, Seattle, WA, USA.
Juhi PandeyCenter for Autism Research, Children's Hospital of Philadelphia, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA.
Natasha MarrusDepartment of Psychiatry, Washington University St. Louis, MO, USA.
Kelly BotteronDepartments of Psychiatry and Radiology, Washington University St. Louis, MO, USA.
Stephen R DagerInstitute on Human Development and Disability, University of Washington, Seattle, WA, USA; Department of Radiology, University of Washington, Seattle, WA, USA.
Meghan R SwansonDepartment of Pediatrics, University of Minnesota, Minneapolis, MN, USA.
Linda R WatsonDivision of Speech and Hearing Sciences, University of North Carolina at Chapel Hill, NC, USA & PEARLS: Program for Early Autism Research, Leadership, and Service, Department of Allied Health Sciences, University of North Carolina at Chapel Hill, USA.
Joseph PivenCarolina Institute for Developmental Disabilities, University of North Carolina at Chapel Hill, NC, USA; Department of Psychiatry, UNC School of Medicine, University of North Carolina at Chapel Hill, NC, USA.
IBIS Network

Funding

Cellular and molecular mechanisms governing cortical surface area overgrowth in iPSC-derived neural cells from longitudinally characterized individuals with autismR01HD055741 · NICHD · UNIV OF NORTH CAROLINA CHAPEL HILL · PI Joseph Piven · 2007 to 2026
$52.6M
Washington University ConsoritumU54EB005149 · NIBIB · BRIGHAM AND WOMEN'S HOSPITAL · PI KIKINIS, RON · 2004 to 2013
$39.3M
WUIDDRC Supplement-Supporting the health and well-being of children with intellectual and developmental disability during COVID-19 pandemicP50HD103525 · NICHD · WASHINGTON UNIVERSITY · PI JOSEPH D DOUGHERTY, Natasha Marrus · 2020 to 2026
$15.5M
NIBIB NIH HHS U54 EB005149NICHD NIH HHS P50 HD103525NICHD NIH HHS R01 HD055741
6 · The paper itself

Abstract

Canonical babbling (CB) is a critical developmental milestone that typically occurs in the second half of the first year of life. Studies focusing on CB in infants at elevated familial likelihood for autism spectrum disorder (ASD) or who later receive an ASD diagnosis are limited and the evidence is mixed. CB comprises a series of canonical syllables (CS) which are defined as the rapid transitions between consonant-like sounds paired with vowel-like sounds (e.g., [gugugu]). One way of measuring CB is by computing canonical babbling ratio (CBR) i.e. total number of CS divided by the total number of syllables. If the child has reached the criterion of 0.15 CBR it is said that they have achieved the CB stage. For several years now, CB has been measured using short lab based or home-based video recordings which may not represent a child's natural vocalization pattern since child vocalizations fluctuate throughout the day. Day long audio recordings, that capture a child's vocalizations throughout the day, has the potential to overcome this limitation. Therefore, the current study aimed to answer whether CBRs computed from day-long audio recordings using the language environment analysis (LENA®) were different among infants at elevated familial likelihood for ASD who receive an ASD diagnosis (EL-ASD; n = 11), who did not receive an ASD diagnosis (EL-Neg; n = 32) and infants at low likelihood for ASD (LL-Neg; n = 25) at 9 and 15 months. The study also aimed to evaluate if there are group differences in reaching the canonical babbling stage at 9 and 15 months and are CBRs at 9 and 15 months associated with later language abilities at 24 months. Findings indicated no group differences in mean CBRs at 9 and 15 months and no association with later language abilities. However, we found that children in the EL-ASD group were less likely to reach the 0.15 CBR threshold for being in the canonical babbling stage by 9 months of age. Thus, suggesting that a diagnosis of ASD is associated with delays in CB for some children. Future work in this area must include a larger sample and more standardized annotation protocols to harmonize results across studies and ensure replication.

Indexed as

Autism Spectrum DisorderChild LanguageFemaleHumansInfantMaleAutism spectrum disorder (ASD)Canonical babbling (CB)Canonical babbling ratio (CBR)Day-long audio recordingElevated familial Likelihood for autism

Identifiers

PMID40286507
PMCPMC12148686

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.