Correlations between brain structures and study time at home in healthy children: a longitudinal analysis
Open accessAbstract
INTRODUCTION: Like sleeping and eating habits, the study habits adopted by children when they are at home are important contributors to lifestyle and they affect cognitive ability. It has recently been reported that sleeping and eating habits change the brain structure of children. However, no research on the effect of study habits at home on the brain structure of children has been conducted thus far. We investigated the effects of study habits at home on the brain structures of healthy children by examining correlations between study time at home and changes in brain structure over the course of 3 years. METHODS: We used the brain magnetic resonance images of 229 healthy children aged 5.6-18.4 years and computed the changes (time 2-time 1) in regional gray matter and white matter volume (rWMV) using voxel-based morphometry. Whole-brain multiple regression analysis revealed a significant positive correlation between study time at home and changes in rWMV in the right superior frontal gyrus (SFG). Behaviorally, we found a significant positive correlation between study time at home and change in the verbal comprehension index (VCI), one of the subscales of the Wechsler Intelligence Scale for Children-third edition (WISC-III). RESULTS AND CONCLUSIONS: Given that the SFG is involved in memory control and that the VCI measures abilities related to vocabulary, our results indicate that greater SFG involvement in the memorization component of longer study times may result in greater increases in the number of axons and more axon branching and myelination, causing plastic changes in the neural network involved in memory processes.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
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?
Children's study habits at home influenced not only their cognitive ability but also the structure of their brains at some point.
“After a three-year longitudinal study, Asano et al. (2014) found that “children’s study habits at home influenced not only their cognitive ability but also the structure of their brains at some point” (p.809).”
From Differences of Mean Scores on the Preliminary Scholastic Aptitude Test (PSAT) for Classical Christian Schools Compared to Non-Classical Christian Schools (2019) · cites this paper as Asano et al. (2014)
Study time at home may have nonlinear effects on changes in brain structures; studying may significantly affect brain structures only when enough time has been devoted (e.g., more than 90 min).
“According to Asano et al. (2014), “furthermore, study time at home may have nonlinear effects on changes in brain structures… that is, studying may significantly affect brain structures only when enough time has been devoted to this activity (e.g., more than 90 min)” (p.808).”
From Differences of Mean Scores on the Preliminary Scholastic Aptitude Test (PSAT) for Classical Christian Schools Compared to Non-Classical Christian Schools (2019) · cites this paper as Asano et al. (2014)
There was a significant positive correlation between study time at home and change in the verbal comprehension index (VCI).
“Researchers concluded that there was evidence to find “a significant positive correlation between study time at home and change in the verbal comprehension index (VCI), one of the subscales of the Wechsler Intelligence Scale for Children-third edition (WISC-III)” (Asano et al., 2014, p. 801) as well as that increasing study times to 90 minutes or more may increase memory capacity and retrieval”
From Differences of Mean Scores on the Preliminary Scholastic Aptitude Test (PSAT) for Classical Christian Schools Compared to Non-Classical Christian Schools (2019) · cites this paper as Asano et al., 2014
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Part I: Cognitive development in children: Piaget development and learning
Piaget, J. (1964) · Journal of Research in Science Teaching · doi:10.1002/tea.3660020306 · Cited by 1,802 · see citing works
Cerebellum in attention-deficit hyperactivity disorder: A morphometric MRI study
Berquin, P. C., Giedd, J. N., Jacobsen, L. K., Hamburger, S. D., Krain, A. L., Rapoport, J. L., & Castellanos, F. X. (1998) · Neurology · doi:10.1212/wnl.50.4.1087 · Cited by 564 · see citing works
The relationship between impaired glucose tolerance, type 2 diabetes, and cognitive function
Awad, N., Gagnon, M., & Messier, C. (2004) · Journal of Clinical and Experimental Neuropsychology · doi:10.1080/13803390490514875 · Cited by 551 · see citing works
Training of Working Memory Impacts Structural Connectivity
Takeuchi, H., Sekiguchi, A., Taki, Y., Yokoyama, S., Yomogida, Y., Komuro, N., Yamanouchi, T., Suzuki, S., & Kawashima, R. (2010) · The Journal of Neuroscience · doi:10.1523/jneurosci.4611-09.2010 · Cited by 531 · see citing works
Self-citationBrain abnormalities in human obesity: A voxel-based morphometric study
Pannacciulli, N., Del Parigi, A., Chen, K., Le, D. S. N. T., Reiman, E. M., & Tataranni, P. A. (2006) · NeuroImage · doi:10.1016/j.neuroimage.2006.01.047 · Cited by 523 · see citing works
The Cognitive Neuroscience of Memory: An Introduction
Eichenbaum, H. (2002) · doi:10.1093/acprof:oso/9780195141740.001.0001 · Cited by 323 · see citing works
Parental involvement, homework, and tv time: direct and indirect effects on high school achievement.
Keith, T. Z., Reimers, T. M., Fehrmann, P. G., Pottebaum, S. M., & Aubey, L. W. (1986) · Journal of Educational Psychology · doi:10.1037/0022-0663.78.5.373 · Cited by 292 · see citing works
Vance, A., Silk, T. J., Casey, M., Rinehart, N. J., Bradshaw, J. L., Bellgrove, M. A., & Cunnington, R. (2007) · Molecular Psychiatry · doi:10.1038/sj.mp.4001999 · Cited by 165 · see citing works
Flagged first, then by citations
Research works printed but not linked: 39
- Alexander GE Delong MR Strick PL Parallel organization of functionally segregated circuits linking basal ganglia and cortex Annu. Rev. Neurosci 1986 9 357 381 3085570
- Ashburner J A fast diffeomorphic image registration algorithm Neuroimage 2007 38 95 113 17761438
- Ashburner J Friston KJ Voxel-based morphometry—the methods Neuroimage 2000 11 805 821 10860804
- Ashburner J Friston KJ Unified segmentation Neuroimage 2005 26 839 851 15955494
- Buckner RL Raichle ME Miezin FM Petersen SE Functional anatomic studies of memory retrieval for auditory words and visual pictures J. Neurosci 1996 16 6219 6235 8815903 PMC6579164
- Damasio AR Time-locked multiregional retroactivation—a systems-level proposal for the neural substrates of recall and recognition Cognition 1989 33 25 62 2691184
- Draganski B Gaser C Busch V Schuierer G Bogdahn U May A Neuroplasticity: changes in grey matter induced by training—newly honed juggling skills show up as a transient feature on a brain-imaging scan Nature 2004 427 311 312 14737157
- Draganski B Gaser C Kempermann G Kuhn HG Winkler J Buchel C Temporal and spatial dynamics of brain structure changes during extensive learning J. Neurosci 2006 26 6314 6317 16763039 PMC6675198
- Gold DP Andres D Etezadi J Arbuckle T Schwartzman A Chaikelson J Structural equation model of intellectual change and continuity and predictors of intelligence in older men Psychol. Aging 1998 13 434 7662188
- Goldmanrakic PS Selemon LD Schwartz ML Dual pathways connecting the dorsolateral prefrontal cortex with the hippocampal formation and parahippocampal cortex in the rhesus monkey Neuroscience 1984 12 719 743 6472617
- Goodwin DW Crane JB Guze SB Alcoholic blackouts—a review and clinical study of 100 alcoholics Am. J. Psychiatry 1969 126 191 198 5804804
- Gustafson D Lissner L Bengtsson C Bjorkelund C Skoog I A 24-year follow-up of body mass index and cerebral atrophy Neurology 2004 63 1876 1881 15557505
- Henson RNA Rugg MD Shallice T Josephs O Dolan RJ Recollection and familiarity in recognition memory: an event-related functional magnetic resonance imaging study J. Neurosci 1999 19 3962 3972 10234026 PMC6782715
- Hultsch DF Hammer M Small BJ Age differences in cognitive performance in later life—relationships to self-reported health and active lifestyle J. Gerontol 1993 48 1 11 8418144
- Kril JJ Halliday GM Brain shrinkage in alcoholics: a decade on and what have we learned? Prog. Neurobiol 1999 58 381 387 10368034
- Laroche S Davis S Jay TM Plasticity at hippocampal to prefrontal cortex synapses: dual roles in working memory and consolidation Hippocampus 2000 10 438 446 10985283
- Lenroot RK Giedd JN Brain development in children and adolescents: insights from anatomical magnetic resonance imaging Neurosci. Biobehav. Rev 2006 30 718 729 16887188
- Lu LH Leonard CM Thompson PM Kan E Jolley J Welcome SE Normal developmental changes in inferior frontal gray matter are associated with improvement in phonological processing: a longitudinal MRI analysis Cereb. Cortex 2007 17 1092 1099 16782757
- Makris N Papadimitriou GM Sorg S Kennedy DN Caviness VS Pandya DN The occipitofrontal fascicle in humans: a quantitative, in vivo, DT-MRI study Neuroimage 2007 37 1100 1111 17681797 PMC3769215
- Middleton FA Strick PL Basal ganglia and cerebellar loops: motor and cognitive circuits Brain Res. Rev 2000 31 236 250 10719151
- Moselhy HF Georgiou G Kahn A Frontal lobe changes in alcoholism: a review of the literature Alcohol Alcohol 2001 36 357 368 11524299
- Oldfield RC The assessment and analysis of handedness: the Edinburgh inventory Neuropsychologia 1971 9 97 113 5146491
- Pujol J Deus J Losilla JM Capdevila A Cerebral lateralization of language in normal left-handed people studied by functional MRI Neurology 1999 52 1038 1043 10102425
- Ranganath C Johnson MK D'Esposito M Prefrontal activity associated with working memory and episodic long-term memory Neuropsychologia 2003 41 378 389 12457762
- Scarmeas N Stern Y Cognitive reserve and lifestyle J. Clin. Exp. Neuropsychol 2003 25 625 633 12815500 PMC3024591
- Schmahmann JD Pandya DN The complex history of the fronto–occipital fasciculus J. Hist. Neurosci 2007 16 362 377 17966054
- Shastri L Episodic memory and cortico–hippocampal interactions Trends Cogn. Sci 2002 6 162 168 11912039
- Snow C Burns MS Griffin P Preventing reading difficulties in young children 1998 Washington, DC National Academy Press
- Squire LR Memeory and the hippocampus—a synthesis from findings with rats, monkeys, and humans Psychol. Rev 1992 99 195 231 1594723
- Szaflarski JP Rajagopal A Altaye M Byars AW Jacola L Schmithorst VJ Left-handedness and language lateralization in children Brain Res 2012 1433 85 97 22177775 PMC3249496
- Takeuchi H Taki Y Kawashima R Effects of working memory training on cognitive functions and neural systems Rev. Neurosci 2010b 21 427 449 21438192
- Taki Y Kinomura S Sato K Inoue K Goto R Okada K Relationship between body mass index and gray matter volume in 1,428 healthy individuals Obesity 2008 16 119 124 18223623
- Taki Y Hashizume H Sassa Y Takeuchi H Asano M Asano K Breakfast staple types affect brain gray matter volume and cognitive function in healthy children PLoS ONE 2010 5 e15213 21170334 PMC2999543
- Taki Y Hashizume H Sassa Y Takeuchi H Asano M Asano K Correlation among body height, intelligence, and brain gray matter volume in healthy children Neuroimage 2011 59 1023 1027 21930215
- Taki Y Hashizume H Thyreau B Sassa Y Takeuchi H Wu K Sleep duration during weekdays affects hippocampal gray matter volume in healthy children Neuroimage 2012 60 471 475 22197742
- Tulving E Markowitsch HJ Craik FIM Habib R Houle S Novelty and familiarity activations in PET studies of memory encoding and retrieval Cereb. Cortex 1996 6 71 79 8670640
- Wall PM Messier C The hippocampal formation—orbitomedial prefrontal cortex circuit in the attentional control of active memory Behav. Brain Res 2001 127 99 117 11718887
- World Medical Association Declaration of Helsinki Law Med. Health Care 1991 19 264 265 11642954
- Zatorre RJ Fields RD Johansen-Berg H Plasticity in gray and white: neuroimaging changes in brain structure during learning Nat. Neurosci 2012 15 528 536 22426254 PMC3660656
Cited by
Sorted by citations
Vaughan, C. A. (2019) · Journal of Research on Christian Education · doi:10.1080/10656219.2019.1704326 · Cited by 1 · see citing works
- Authors
- Asano, M., Taki, Y., Hashizume, H., Takeuchi, H., Thyreau, B., Sassa, Y., Asano, K., & Kawashima, R.
- Affiliations
- Tohoku University (JP)
- Corresponding author
- Asano, Michiko
- ORCID
- Venue
- Brain and Behavior
- Publisher
- Wiley
- Published
- 2014-10-17
- Volume
- 4
- Issue
- 6
- Pages
- 801-811
- ISSN
- 2157-9032 (ISSN-L)
- 2162-3279
- PMC
- PMC4212108
- OpenAlex
- W2061087688
- Cited by
- 3
- References
- 8
- Citations by year
- 2021: 1 · 2019: 1 · 2018: 1
- FWCI
- 0.00
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- Brain and Behavior (publishedVersion, cc-by)
- Europe PMC (PubMed Central) (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- Topics
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Cognitive Abilities and Testing
- Health Sciences › Medicine › Radiology, Nuclear Medicine and Imaging › Advanced Neuroimaging Techniques and Applications
- Life Sciences › Neuroscience › Cognitive Neuroscience › Neuroscience, Education and Cognitive Function
- Keywords
- children, brain structure, white matter volume, gray matter volume, superior frontal gyrus, verbal comprehension, memory control, myelination, neuroplasticity, lifestyle habits, cognitive development
- MeSH terms
- Adolescent, Brain, Child, Child, Preschool, Female, Habits, Humans, Image Processing, Computer-Assisted, Intelligence Tests, Language Tests, Learning, Longitudinal Studies, Magnetic Resonance Imaging, Male, Organ Size, Regression Analysis, Sex Characteristics, Time Factors, White Matter, Gray Matter
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