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Wilson CJ, Bowden SC, Batty AM, Byrne LK, Weiss LG. Factorial invariance of the Wechsler Intelligence Scale for Children, Fifth Edition, across the UK, US and Australia & New Zealand. BRITISH JOURNAL OF CLINICAL PSYCHOLOGY 2024; 63:603-626. [PMID: 38956764 DOI: 10.1111/bjc.12491] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2023] [Revised: 06/11/2024] [Accepted: 06/23/2024] [Indexed: 07/04/2024]
Abstract
OBJECTIVES This study examined the factorial invariance of the factor structure of the Wechsler Intelligence Scale for Children, Fifth Edition (WISC-V) across the UK, US and Australia & New Zealand (A&NZ). The factorial equivalence of cognitive assessments should be demonstrated before assuming cross-culture generalizability and interpretations of score comparisons. METHODS Data were obtained from the UK, US and A&NZ normative standardizations of the WISC-V. The samples consisted of 415 UK, 2200 US and 528 A&NZ children, aged 6-16. Confirmatory factor analysis was applied separately in each sample to establish the baseline model. Next, tests of factorial invariance were undertaken using the recommended hierarchical approach, firstly across the UK and A&NZ samples and then across the UK and US samples. RESULTS The five-factor first-order scoring model was found to be excellent fit across all three samples independently. Strict factorial invariance of the WISC-V was demonstrated firstly across the UK and A&NZ and secondly the UK and US nationally representative standardization samples. Comparison of latent means found small but significant differences in female children across the UK and A&NZ samples. CONCLUSIONS Consistent with previous research, these results demonstrate the generality of the WISC-V factor structure across the UK, US and A&NZ. Furthermore, as the WISC-V factor structure aligns with the Cattell-Horn-Carroll (CHC) model of cognitive abilities, the results add further support to the cross-cultural generalizability of the CHC model. Small but significant differences in latent factor scores found across samples support the development and use of local normative data.
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Affiliation(s)
- Christopher J Wilson
- Melbourne School of Psychological Sciences, The University of Melbourne, Parkville, Victoria, Australia
- Pearson Clinical Assessment, Pearson, Melbourne, Victoria, Australia
| | - Stephen C Bowden
- Melbourne School of Psychological Sciences, The University of Melbourne, Parkville, Victoria, Australia
| | | | - Linda K Byrne
- Faculty of Psychology, Counselling & Psychotherapy, The Cairnmillar Institute, Hawthorn, Victoria, Australia
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Helland-Riise F, Norrøne TN, Andersson B. Large-Scale Item-Level Analysis of the Figural Matrices Test in the Norwegian Armed Forces: Examining Measurement Precision and Sex Bias. J Intell 2024; 12:82. [PMID: 39330461 PMCID: PMC11433340 DOI: 10.3390/jintelligence12090082] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2024] [Revised: 08/26/2024] [Accepted: 08/27/2024] [Indexed: 09/28/2024] Open
Abstract
Figural matrices tests are common in intelligence research and have been used to draw conclusions regarding secular changes in intelligence. However, their measurement properties have seldom been evaluated with large samples that include both sexes. Using data from the Norwegian Armed Forces, we study the measurement properties of a test used for selection in military recruitment. Item-level data were available from 113,671 Norwegian adolescents (32% female) tested between the years 2011 and 2017. Utilizing item response theory (IRT), we characterize the measurement properties of the test in terms of difficulty, discrimination, precision, and measurement invariance between males and females. We estimate sex differences in the mean and variance of the latent variable and evaluate the impact of violations to measurement invariance on the estimated distribution parameters. The results show that unidimensional IRT models fit well in all groups and years. There is little difference in precision and test difficulty between males and females, with precision that is generally poor on the upper part of the scale. In the sample, male latent proficiency is estimated to be slightly higher on average, with higher variance. Adjusting for measurement invariance generally reduces the sex differences but does not eliminate them. We conclude that previous studies using the Norwegian GMA data must be interpreted with more caution but that the test should measure males and females equally fairly.
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Affiliation(s)
| | - Tore Nøttestad Norrøne
- The Norwegian Armed Forces, 0593 Oslo, Norway
- Faculty of Health Science, UiT The Arctic University of Norway, 9037 Tromsø, Norway
| | - Björn Andersson
- Centre for Educational Measurement (CEMO), University of Oslo, 0318 Oslo, Norway
- Centre for Research on Equality in Education (CREATE), University of Oslo, 0318 Oslo, Norway
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Hajovsky DB, Chesnut SR, Sekula MK, Schenkel D, Kwok OM. A Parallel Process Growth Curve Analysis of Teacher-Student Relationships and Academic Achievement. J Genet Psychol 2024; 185:124-145. [PMID: 37948156 DOI: 10.1080/00221325.2023.2279728] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2023] [Accepted: 11/01/2023] [Indexed: 11/12/2023]
Abstract
Teacher-student relationships (TSR) have been a key focus of study for developmental and educational psychology researchers interested in improving proximal and distal academic outcomes for children and youth. Although prior empirical work suggests some degree of association between TSR and achievement, the co-development of TSR and achievement during elementary grades remains unclear with most findings limited to reading and mathematics achievement. The current study used parallel process growth curve models (PPGCMs) to examine the longitudinal growth trajectories of teacher-student closeness and conflict, and science, reading, and mathematics achievement simultaneously for children followed from kindergarten to third grade in the Early Childhood Longitudinal Study, Kindergarten Class of 2010-2011 (N = 13,490). Findings from the final PPGCM showed teacher-student closeness in kindergarten was positively associated with science, reading and mathematics achievement in kindergarten (r = 0.234 to 0.277) and the linear growth of achievement through third grade (r = 0.068 to 0.156). Teacher-student conflict in kindergarten was negatively associated with science, reading, and mathematics achievement in kindergarten (r = -0.099 to -0.203) and the linear growth of achievement through third grade (r = -0.081 to -0.135). Child biological sex, family socioeconomic status, and child racial and ethnic identity predicted TSR and achievement developmental trends. Implications of the findings and future directions for research are discussed.
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Affiliation(s)
| | | | | | | | - Oi-Man Kwok
- Texas A&M University, College Station, TX, USA
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Liao YC, Xu YJ, Chen JK, Boonhat H, Su BY, Lin YC, Lin RT. Sex differences in children's cognitive functions and phthalates exposure: a meta-analysis. Pediatr Res 2023; 94:1609-1618. [PMID: 37264138 PMCID: PMC10624603 DOI: 10.1038/s41390-023-02672-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/18/2023] [Revised: 04/29/2023] [Accepted: 05/15/2023] [Indexed: 06/03/2023]
Abstract
BACKGROUND Phthalates exposure might affect children's intelligence development. This study aimed to determine (1) whether sex and age affect cognitive function and (2) whether sex differences in cognitive performance are wider with higher phthalate concentrations. METHODS Data were collected from PubMed (1998-2022), PROQUEST (1997-2022), and SpringerLink (1995-2022). The study followed the PRISMA process. The included articles were followed by PECO framework. The GRADE applied to assess the certainty of evidence. Of 2422 articles obtained, nine were selected using inclusion criteria. The random-effects model was used to estimate the pooled effects. RESULTS Our meta-regression indicated a significant difference between sex differences with age at phthalate concentration assessment (β = -0.25; 95% CI = -0.47, -0.03) and MEHP concentration (β = -0.20; 95% CI = -0.37, -0.03). CONCLUSIONS The limitation of the current article is it only provides information on intelligence level rather than other aspects of cognitive function. Thus, the sequelae of phthalate exposure on attention and executive function are still unclear. Our analysis shows significant difference between sex differences in cognitive function scores associated with age at phthalate concentration assessment. Girls might be more resilient in cognitive function at a younger age or during lower concentrations of phthalates metabolites. IMPACT This is the first meta-analysis to evaluate the pooled estimates of sex differences in objective cognitive functions among children with phthalate exposure. The female might be a protective factor when exposed to toxic plasticizers while the concentration is low. This study captures the possible role of sex in cognitive functioning and plasticizer exposure through a meta-analysis of children's sex, cognitive scores, and plasticizer exposure.
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Affiliation(s)
- Yu-Chi Liao
- Department of Psychology, College of Medical and Health Science, Asia University, Taichung, Taiwan
- Center for Prevention and Treatment of Internet Addiction, Asia University, Taichung, Taiwan
- Clinical Psychology Center, Asia University Hospital, Taichung, Taiwan
| | - Yi-Jia Xu
- Department of Psychology, College of Medical and Health Science, Asia University, Taichung, Taiwan
| | - Jing-Kai Chen
- Department of Psychology, College of Medical and Health Science, Asia University, Taichung, Taiwan
| | - Hathaichon Boonhat
- Graduate Institute of Public Health, College of Public Health, China Medical University, Taichung, Taiwan
| | - Bei-Yi Su
- Department of Psychology, Chung-Shan Medical University, Taichung, Taiwan
- Room of Clinical Psychology, Chung Shan Medical University Hospital, Taichung, Taiwan
| | - Yi-Chun Lin
- Graduate Institute of Public Health, College of Public Health, China Medical University, Taichung, Taiwan
- Department of Chinese Medicine, China Medical University Hospital, Taichung, Taiwan
| | - Ro-Ting Lin
- Department of Occupational Safety and Health, College of Public Health, China Medical University, Taichung, Taiwan.
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Buczyłowska D, Zhao T, Singh N, Jurczak A, Siry A, Markevych I. Exposure to greenspace and bluespace and cognitive functioning in children - A systematic review. ENVIRONMENTAL RESEARCH 2023; 222:115340. [PMID: 36731600 DOI: 10.1016/j.envres.2023.115340] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/19/2022] [Revised: 01/16/2023] [Accepted: 01/19/2023] [Indexed: 06/18/2023]
Abstract
BACKGROUND The field of greenspace and bluespace research in relation to cognitive outcomes is rapidly growing. Several systematic reviews have already been published on this topic but none of them are specific to cognitive outcomes in the entire age range of children. Moreover, only a few of them have examined the effects of bluespace in addition to greenspace. Also, theses reviews are focused either only on observational studies or experimental studies. Our systematic review focuses on cognitive outcomes in relation to greenspace and bluespace in children and adolescents aged 0-18; it captures both observational and experimental studies. Cognitive outcomes are presented according to an evidence-based taxonomy of human cognitive abilities: the Cattell-Horn-Carroll (CHC) theory. METHODS We conducted searches in the PubMed and PsychInfo databases, from their inception dates to 17 December 2021. We used three-text terms related to outcome, exposure, and population as well as MeSH terms for outcome and population. Further, the reference lists and existing reviews were searched ("snowball" search) until 21 April 2022 to detect additional studies. For the results reporting, we followed the updated guidelines of the Preferred Reporting Items for Systematic reviews and Meta Analyses (PRISMA). We included observational and experimental studies on greenspace or bluespace exposure in relation to cognitive functioning, published in English, German, or Polish. Two reviewers independently checked study eligibility and extracted data. Two reviewers evaluated the risk of bias according to the Office of Health Assessment and Translation (OHAT) tool. At all stages, discrepancies between the two reviewers were solved via discussion with a third reviewer. RESULTS Records identified from PubMed (n = 2030) and PsycINFO (n = 1168) were deduplicated and screened. Twenty one reports were first selected. The "snowball" search revealed 16 additional reports. Altogether, 39 studies (17 experimental and 22 observational) published in 37 reports were qualified. The data extraction showed that the methodology used in the studies was heterogenous and the findings were inconsistent. The majority of the studies investigated attentional functioning, which we subdivided into two categories according to the CHC theory: attentional control and reaction and decision speed (12 studies) and attentional control and processing speed (10 studies). Eleven studies investigated working memory and/or short-term memory that we categorized as CHC working memory capacity. Nine studies investigated intellectual functioning, which we categorized as CHC general ability, fluid reasoning, and comprehension-knowledge. Two studies investigated visual-spatial skills, which we categorized as CHC visual processing and psychomotor speed. One study measured parent-reported attention; two studies examined early childhood/cognitive development; three studies examined decision-making and self-regulation, which can be categorized as several CHC theory abilities. DISCUSSION The heterogeneity of the included studies does not permit clear conclusions for our review. In accordance with previous systematic reviews, greenspace and bluespace were not more strongly related to a particular domain of cognitive functioning than other cognitive domains, and no effects of age or type of exposure assessment on the association between nature and cognition were detected. Further research is needed, including state-of-the-art of assessment of cognitive outcomes and diverse exposure assessment methods within both observational and experimental approaches. Expertise will be required in several domains, such as environmental epidemiology, cognitive psychology, and neuropsychology. Systematic review registration number (INPLASY): 202220018.
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Affiliation(s)
| | - Tianyu Zhao
- Institute and Clinic for Occupational, Social and Environmental Medicine, LMU University Hospital Munich, Munich, Germany; Institute of Epidemiology, Helmholtz Zentrum München - German Research Center for Environmental Health, Neuherberg, Germany
| | - Nitika Singh
- Institute of Psychology, Jagiellonian University, Krakow, Poland
| | - Anna Jurczak
- Institute of Psychology, Jagiellonian University, Krakow, Poland; Institute of Public Health, Jagiellonian University Medical College, Krakow, Poland
| | - Agnieszka Siry
- Institute of Psychology, Jagiellonian University, Krakow, Poland
| | - Iana Markevych
- Institute of Psychology, Jagiellonian University, Krakow, Poland
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Reynolds MR, Izzo JR, Schultz RC. Beyond Simple Mean Differences: Analysis of Sex Similarities and Differences in Academic Achievement With the Kaufman Tests of Educational Achievement, Third Edition. JOURNAL OF PSYCHOEDUCATIONAL ASSESSMENT 2022. [DOI: 10.1177/07342829221111225] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Simple mean differences summarized in meta-analyses do not always adequately describe sex similarities and differences. We investigated sex similarities and differences in academic achievement test scores during childhood and adolescence multiple ways based on composite and subtest scores from the Kaufman Test of Educational Achievement (Third edition) norming sample. Sex differences in means were investigated across achievement domains and ability levels. Test score variance and percentages of scores at different parts of score distributions were also compared across sex. The largest and most consistent sex differences were female advantages in writing tests: Larger advantages were found in more complex writing tasks. Females also showed consistent advantages in silent reading fluency. Males demonstrated advantages in math problem solving that emerged at the average ability level. Females were more likely to be high achievers in reading fluency and written expression, whereas males were more likely to be low achievers in reading fluency and aspects of writing, and very low achievers in word recognition, word recognition fluency, and reading vocabulary. Males were more likely to be high achievers in math problem solving. Analysis that goes beyond simple mean differences reveals important sex differences regarding academic achievement, and theories should account for overall patterns of academic achievement similarities and differences.
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Affiliation(s)
| | - James R. Izzo
- Educational Psychology, University of Kansas, Lawrence, KS, USA
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