Oscillatory gamma activity mediates the pathway from socioeconomic status to language acquisition in infancy
Abstract
Background The predictable path to child language acquisition is largely constrained by both brain maturation and environmental experience. The synchronized activity of large numbers of neurons gives rise to macroscopic brain oscillations on an electroencephalogram (EEG). It has been found that neural oscillations at rest in the gamma frequency band (25-45 Hz) are associated with development of different cognitive systems, including language. Although the etiology of language is explained by genetically driven brain maturation factors, environment plays a significant role. Specifically, candidate pathways from environment to language development include sociodemographic factors, primarily socioeconomic status (SES) which is likely to exert its effects on language development through other factors, such as parenting style. Despite these assumptions, no studies have so far examined the interrelation between brain maturation factors such as gamma frequency oscillatory activity, environmental factors such as SES, and language acquisition. Aim and method In a longitudinal study of 84 Italian typically developing infants, we measured the power of oscillatory gamma activity as mediator between SES and language acquisition. Baseline EEG and information about SES were collected when infants were aged 6 months. Children were followed-up longitudinally to measure expressive vocabulary and Mean Length of Utterance (MLU) at 24 months. Results The mediation model showed that SES is associa…
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
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?
Absolute gamma is sensitive to early family experiences among young children in HIC contexts, such as low socioeconomic status and early maternal stress.
“Further, absolute gamma is sensitive to early family experiences among young children in HIC contexts, such as low socioeconomic status (Cantiani et al. 2019;Tomalski, Moore, and Ribeiro 2013) and early maternal stress (Pierce, Thompson, and Gharib 2019).”
From Early Family Experiences and Neural Activity in Rural Pakistani Children: The Differential Role of Gender (2024) · cites this paper as Cantiani et al. 2019
Cites
Required sample size to detect the mediated effect
Fritz, M. S., & MacKinnon, D. P. (2007) · Psychological Science · doi:10.1111/j.1467-9280.2007.01882.x · Cited by 4,810 · see citing works
Cole, D. A., & Maxwell, S. E. (2003) · Journal of Abnormal Psychology · doi:10.1037/0021-843x.112.4.558 · Cited by 3,605 · see citing works
Resampling and Distribution of the Product Methods for Testing Indirect Effects in Complex Models
Williams, J., & MacKinnon, D. P. (2008) · Structural Equation Modeling: A Multidisciplinary Journal · doi:10.1080/10705510701758166 · Cited by 1,240 · see citing works
Tests of the three-path mediated effect
Taylor, A. B., MacKinnon, D. P., & Tein, J.-Y. (2008) · Organizational Research Methods · doi:10.1177/1094428107300344 · Cited by 1,209 · see citing works
Uhlhaas, P. J., Roux, F., Singer, W., Haenschel, C., Sireteanu, R., & Rodriguez, E. (2009) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0900390106 · Cited by 356 · see citing works
Structural Equation Modeling: Basic Concepts and Applications in Personality Assessment Research
Crowley, S. L., & Fan, X. (1997) · Journal of Personality Assessment · doi:10.1207/s15327752jpa6803_4 · Cited by 311 · see citing works
Benasich, A. A., Gou, Z., Choudhury, N., & Harris, K. D. (2008) · Behavioural Brain Research · doi:10.1016/j.bbr.2008.08.049 · Cited by 230 · see citing works
Cantiani, C., Ortiz-Mantilla, S., Riva, V., Piazza, C., Bettoni, R., Musacchia, G., Molteni, M., Marino, C., & Benasich, A. A. (2019) · NeuroImage: Clinical · doi:10.1016/j.nicl.2019.101778 · Cited by 54 · see citing works
Self-citation
Flagged first, then by citations
Cited by
Sorted by citations
The impact of a poverty reduction intervention on infant brain activity
Troller-Renfree, S. V., Costanzo, M. A., Duncan, G. J., Magnuson, K., Gennetian, L. A., Yoshikawa, H., Halpern-Meekin, S., Fox, N. A., & Noble, K. G. (2022) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.2115649119 · Cited by 300 · see citing works
Structural inequality and temporal brain dynamics across diverse samples
Baez, S., Hernandez, H., Moguilner, S., Cuadros, J., Santamaria‐Garcia, H., Medel, V., Migeot, J., Cruzat, J., Valdes‐Sosa, P. A., Lopera, F., et al. (2024) · Clinical and Translational Medicine · doi:10.1002/ctm2.70032 · Cited by 21 · see citing works
Lopera‐Perez, D. C., Obradović, J., Yousafzai, A. K., Keehn, B., Siyal, S., Nelson, C. A., & Tarullo, A. R. (2024) · Developmental Psychobiology · doi:10.1002/dev.22534 · Cited by 1 · see citing works
- Authors
- Cantiani, C., Piazza, C., Mornati, G., Molteni, M., & Riva, V.
- Affiliations
- IRCCS Eugenio Medea (IT)
- Corresponding author
- Cantiani, Chiara
- Venue
- Infant Behavior and Development
- Publisher
- Elsevier BV
- Published
- 2019-11
- Volume
- 57
- Pages
- 101384
- ISSN
- 0163-6383 (ISSN-L)
- OpenAlex
- W2980284625
- Cited by
- 46
- References
- 8
- Citations by year
- 2026: 4 · 2025: 5 · 2024: 9 · 2023: 9 · 2022: 7 · 2021: 8 · 2020: 2 · 2019: 1
- FWCI
- 8.17
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Infant Behavior and Development (publishedVersion)
- PubMed (publishedVersion)
- BOA (University of Milano-Bicocca) (submittedVersion)
- Funders
- Italian Ministry of Health
- 5 per mille
- Topics
- Social Sciences › Psychology › Developmental and Educational Psychology › Language Development and Disorders
- Life Sciences › Neuroscience › Cognitive Neuroscience › Neural dynamics and brain function
- Life Sciences › Neuroscience › Cognitive Neuroscience › Neurobiology of Language and Bilingualism
- Keywords
- gamma oscillations, socioeconomic status, language acquisition, infant language development, expressive vocabulary, mean length of utterance, mediation, brain maturation
- MeSH terms
- Adult, Brain, Child Development, Electroencephalography, Female, Follow-Up Studies, Humans, Infant, Italy, Language, Language Development, Longitudinal Studies, Male, Middle Aged, Social Class, Vocabulary, Parenting, Young Adult, Gamma Rhythm
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