{"id":{"repo_id":"cambridge","oai_identifier":"oai:www.repository.cam.ac.uk:1810/358660"},"canonical_url":"https://search.dev.ndltd.org/etd/cambridge/oai:www.repository.cam.ac.uk:1810/358660","repository":{"repo_id":"cambridge","name":"Cambridge University","base_url":"https://api.repository.cam.ac.uk/server/oai/request"},"display":{"title":"Executive Function Measurement in Urban Schools: Exploring Links Between Performance-Based Metrics and Teacher Ratings","abstract":"In the past three decades, there has been an increased interest in the study of children’s executive functions and how they are measured. Executive functions are often thought to involve higher-order mental processes needed to facilitate goal-oriented behaviour through conscious control of thoughts and actions. Common components of executive functioning include working memory, inhibition, and shifting. Each component provides an element of purposeful, self-directed behaviour, making each important for cognitive development. When compared to research centred on the executive function development of White, middle-class children, relatively little is known about their non-White, low socioeconomic status peers. In an effort to harmonise executive function measurement within under-represented contexts, the present study addresses gaps in the evaluation of everyday executive functioning to better understand whether behaviour rating scales completed by teachers (BASC2<sub>EF</sub> – BASC executive function scale, 2nd edition; BASC3<sub>EF</sub> – BASC executive function scale, 3rd edition) capture distinctions between performance-based measures. This study includes two large samples of older, ethnic minority children from high-poverty backgrounds within the United States (Sample 1. *N* = 243; *M<sub>age</sub>* = 9.28 years, *SD<sub>age</sub>* = 0.80; *n<sub>female</sub>* = 125; *n<sub>AfricanAmerican</sub>* = 216, *n<sub>LatinAmerican<sub>* = 15, *n<sub>AsianAmerican</sub>* = 6; Sample 2. *N* = 229; *M<sub>age</sub>* = 10.02 years, *SD<sub>age</sub>* = 1.01; *n<sub>female</sub>* = 120 *n<sub>AfricanAmerican</sub>* = 132, *n<sub>LatinAmerican</sub>* = 92, *n<sub>White</sub>* = 3, *n<sub>PacificIslander</sub>* = 1). Based on confirmatory factor analyses and structural equation models testing the links between computerized performance-based measures and the teacher rating scales, the results indicate that BASC2<sub>EF</sub> in its original form might be a good fit for some populations, but there is not a strong factor structure for the current high-poverty samples. In addition, post-hoc analyses suggest that only including BASC2<sub>EF</sub> items also in BASC3<sub>EF</sub> or using BASC3<sub>EF</sub> is best practice for high-poverty populations. BASC3<sub>EF</sub> seems better able to capture different components of performance-driven tasks, whereas BASC2<sub>EF</sub> captures overall executive functioning better than individual tasks. These findings encourage continued questioning surrounding metrics used to assess everyday executive functions in older children from high-poverty, ethnic minority backgrounds. Additionally, this work reaffirms the importance of including diverse samples in executive function research as they are an important part of understanding the development of these essential cognitive skills. Finally, these findings further demonstrate the importance of exploring the utility of different versions of executive function assessments that continue to be used in longitudinal research or archived datasets.","abstract_html":"In the past three decades, there has been an increased interest in the study of children’s executive functions and how they are measured. Executive functions are often thought to involve higher-order mental processes needed to facilitate goal-oriented behaviour through conscious control of thoughts and actions. Common components of executive functioning include working memory, inhibition, and shifting. Each component provides an element of purposeful, self-directed behaviour, making each important for cognitive development. When compared to research centred on the executive function development of White, middle-class children, relatively little is known about their non-White, low socioeconomic status peers. In an effort to harmonise executive function measurement within under-represented contexts, the present study addresses gaps in the evaluation of everyday executive functioning to better understand whether behaviour rating scales completed by teachers (BASC2&lt;sub&gt;EF&lt;/sub&gt; – BASC executive function scale, 2nd edition; BASC3&lt;sub&gt;EF&lt;/sub&gt; – BASC executive function scale, 3rd edition) capture distinctions between performance-based measures. This study includes two large samples of older, ethnic minority children from high-poverty backgrounds within the United States (Sample 1. *N* = 243; *M&lt;sub&gt;age&lt;/sub&gt;* = 9.28 years, *SD&lt;sub&gt;age&lt;/sub&gt;* = 0.80; *n&lt;sub&gt;female&lt;/sub&gt;* = 125; *n&lt;sub&gt;AfricanAmerican&lt;/sub&gt;* = 216, *n&lt;sub&gt;LatinAmerican&lt;sub&gt;* = 15, *n&lt;sub&gt;AsianAmerican&lt;/sub&gt;* = 6; Sample 2. *N* = 229; *M&lt;sub&gt;age&lt;/sub&gt;* = 10.02 years, *SD&lt;sub&gt;age&lt;/sub&gt;* = 1.01; *n&lt;sub&gt;female&lt;/sub&gt;* = 120 *n&lt;sub&gt;AfricanAmerican&lt;/sub&gt;* = 132, *n&lt;sub&gt;LatinAmerican&lt;/sub&gt;* = 92, *n&lt;sub&gt;White&lt;/sub&gt;* = 3, *n&lt;sub&gt;PacificIslander&lt;/sub&gt;* = 1). Based on confirmatory factor analyses and structural equation models testing the links between computerized performance-based measures and the teacher rating scales, the results indicate that BASC2&lt;sub&gt;EF&lt;/sub&gt; in its original form might be a good fit for some populations, but there is not a strong factor structure for the current high-poverty samples. In addition, post-hoc analyses suggest that only including BASC2&lt;sub&gt;EF&lt;/sub&gt; items also in BASC3&lt;sub&gt;EF&lt;/sub&gt; or using BASC3&lt;sub&gt;EF&lt;/sub&gt; is best practice for high-poverty populations. BASC3&lt;sub&gt;EF&lt;/sub&gt; seems better able to capture different components of performance-driven tasks, whereas BASC2&lt;sub&gt;EF&lt;/sub&gt; captures overall executive functioning better than individual tasks. These findings encourage continued questioning surrounding metrics used to assess everyday executive functions in older children from high-poverty, ethnic minority backgrounds. Additionally, this work reaffirms the importance of including diverse samples in executive function research as they are an important part of understanding the development of these essential cognitive skills. Finally, these findings further demonstrate the importance of exploring the utility of different versions of executive function assessments that continue to be used in longitudinal research or archived datasets.","abstract_has_math":false,"creators":["Zonneveld, Anne"],"institution":"University of Cambridge","degree_name":"Doctor of Philosophy (PhD)","degree_level":"Doctoral","degree_discipline":null,"degree_department":null,"school":null,"contributors":[],"advisors":["Ellefson, Michelle","Ögel-Balaban, Hale"],"committee_chairs":[],"committee_members":[],"year":2023,"date_issued":"2023-03-22","date_published":"2023-03-22","updated_at":"2026-07-22T22:24:16Z","subjects":["computerised tasks","ethnic minority","executive functions","middle childhood","socioeconomic status","teacher rating scales"],"languages":["eng"],"rights":[],"rights_urls":["https://apollo8-f-pro.lib.cam.ac.uk/bitstreams/c0d4f8e4-606d-4c0f-a9b3-084798075ad8/download","https://www.rioxx.net/licenses/all-rights-reserved/"],"identifier_entries":[]},"links":{"outbound_url":"https://doi.org/10.17863/CAM.102177","outbound_label":"DOI","outbound_source":"dc:identifier.doi"},"metadata_groups":[{"id":"people","label":"People","entries":[{"key":"dc:contributor.advisor","label":"Advisor","values":["Ellefson, Michelle","Ögel-Balaban, Hale"]},{"key":"dc:creator","label":"Author","values":["Zonneveld, Anne"]}]},{"id":"academic_context","label":"Academic Context","entries":[{"key":"dc:date.issued","label":"Date","values":["2023-03-22"]},{"key":"dc:publisher.institution","label":"Dc Publisher Institution","values":["University of Cambridge"]},{"key":"dc:relation.isreferencedby.uri","label":"Dc Relation Isreferencedby URI","values":["https://www.repository.cam.ac.uk/handle/1810/358660"]},{"key":"dc:type","label":"Dc Type","values":["Thesis"]},{"key":"dc:type.qualificationlevel","label":"Dc Type Qualificationlevel","values":["Doctoral"]},{"key":"dc:type.qualificationname","label":"Dc Type Qualificationname","values":["Doctor of Philosophy (PhD)"]}]},{"id":"subjects_keywords","label":"Subjects and Keywords","entries":[{"key":"dc:subject","label":"Dc Subject","values":["computerised tasks","ethnic minority","executive functions","middle childhood","socioeconomic status","teacher rating scales"]}]},{"id":"language_rights","label":"Language and Rights","entries":[{"key":"dc:language","label":"Dc Language","values":["eng"]},{"key":"dc:rights","label":"Dc Rights","values":["https://apollo8-f-pro.lib.cam.ac.uk/bitstreams/c0d4f8e4-606d-4c0f-a9b3-084798075ad8/download","https://www.rioxx.net/licenses/all-rights-reserved/"]}]},{"id":"identifiers","label":"Identifiers","entries":[{"key":"dc:identifier.doi","label":"DOI","values":["https://doi.org/10.17863/CAM.102177"]},{"key":"dc:identifier.uri","label":"Identifier URI","values":["https://apollo8-f-pro.lib.cam.ac.uk/bitstreams/cfb22419-b791-4a93-a0d0-0fb15391fd20/download"]}]},{"id":"additional","label":"Additional Metadata","entries":[{"key":"dc:description.abstract","label":"Abstract","values":["In the past three decades, there has been an increased interest in the study of children’s executive functions and how they are measured. 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In an effort to harmonise executive function measurement within under-represented contexts, the present study addresses gaps in the evaluation of everyday executive functioning to better understand whether behaviour rating scales completed by teachers (BASC2<sub>EF</sub> – BASC executive function scale, 2nd edition; BASC3<sub>EF</sub> – BASC executive function scale, 3rd edition) capture distinctions between performance-based measures. This study includes two large samples of older, ethnic minority children from high-poverty backgrounds within the United States (Sample 1. *N* = 243; *M<sub>age</sub>* = 9.28 years, *SD<sub>age</sub>* = 0.80; *n<sub>female</sub>* = 125; *n<sub>AfricanAmerican</sub>* = 216, *n<sub>LatinAmerican<sub>* = 15, *n<sub>AsianAmerican</sub>* = 6; Sample 2. *N* = 229; *M<sub>age</sub>* = 10.02 years, *SD<sub>age</sub>* = 1.01; *n<sub>female</sub>* = 120 *n<sub>AfricanAmerican</sub>* = 132, *n<sub>LatinAmerican</sub>* = 92, *n<sub>White</sub>* = 3, *n<sub>PacificIslander</sub>* = 1). Based on confirmatory factor analyses and structural equation models testing the links between computerized performance-based measures and the teacher rating scales, the results indicate that BASC2<sub>EF</sub> in its original form might be a good fit for some populations, but there is not a strong factor structure for the current high-poverty samples. In addition, post-hoc analyses suggest that only including BASC2<sub>EF</sub> items also in BASC3<sub>EF</sub> or using BASC3<sub>EF</sub> is best practice for high-poverty populations. BASC3<sub>EF</sub> seems better able to capture different components of performance-driven tasks, whereas BASC2<sub>EF</sub> captures overall executive functioning better than individual tasks. These findings encourage continued questioning surrounding metrics used to assess everyday executive functions in older children from high-poverty, ethnic minority backgrounds. Additionally, this work reaffirms the importance of including diverse samples in executive function research as they are an important part of understanding the development of these essential cognitive skills. 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In an effort to harmonise executive function measurement within under-represented contexts, the present study addresses gaps in the evaluation of everyday executive functioning to better understand whether behaviour rating scales completed by teachers (BASC2<sub>EF</sub> – BASC executive function scale, 2nd edition; BASC3<sub>EF</sub> – BASC executive function scale, 3rd edition) capture distinctions between performance-based measures. This study includes two large samples of older, ethnic minority children from high-poverty backgrounds within the United States (Sample 1. *N* = 243; *M<sub>age</sub>* = 9.28 years, *SD<sub>age</sub>* = 0.80; *n<sub>female</sub>* = 125; *n<sub>AfricanAmerican</sub>* = 216, *n<sub>LatinAmerican<sub>* = 15, *n<sub>AsianAmerican</sub>* = 6; Sample 2. *N* = 229; *M<sub>age</sub>* = 10.02 years, *SD<sub>age</sub>* = 1.01; *n<sub>female</sub>* = 120 *n<sub>AfricanAmerican</sub>* = 132, *n<sub>LatinAmerican</sub>* = 92, *n<sub>White</sub>* = 3, *n<sub>PacificIslander</sub>* = 1). Based on confirmatory factor analyses and structural equation models testing the links between computerized performance-based measures and the teacher rating scales, the results indicate that BASC2<sub>EF</sub> in its original form might be a good fit for some populations, but there is not a strong factor structure for the current high-poverty samples. In addition, post-hoc analyses suggest that only including BASC2<sub>EF</sub> items also in BASC3<sub>EF</sub> or using BASC3<sub>EF</sub> is best practice for high-poverty populations. BASC3<sub>EF</sub> seems better able to capture different components of performance-driven tasks, whereas BASC2<sub>EF</sub> captures overall executive functioning better than individual tasks. These findings encourage continued questioning surrounding metrics used to assess everyday executive functions in older children from high-poverty, ethnic minority backgrounds. Additionally, this work reaffirms the importance of including diverse samples in executive function research as they are an important part of understanding the development of these essential cognitive skills. Finally, these findings further demonstrate the importance of exploring the utility of different versions of executive function assessments that continue to be used in longitudinal research or archived datasets."],"dc:format.checksum.md5":["5d7f40f9c2b22405ea614f25bfd93cfd","87eda9de84448d1f82354d60eee3eb5f"],"dc:identifier.doi":["https://doi.org/10.17863/CAM.102177"],"dc:identifier.uri":["https://apollo8-f-pro.lib.cam.ac.uk/bitstreams/cfb22419-b791-4a93-a0d0-0fb15391fd20/download"],"dc:language":["eng"],"dc:publisher.institution":["University of Cambridge"],"dc:relation.isreferencedby.uri":["https://www.repository.cam.ac.uk/handle/1810/358660"],"dc:rights":["https://apollo8-f-pro.lib.cam.ac.uk/bitstreams/c0d4f8e4-606d-4c0f-a9b3-084798075ad8/download","https://www.rioxx.net/licenses/all-rights-reserved/"],"dc:subject":["computerised tasks","ethnic minority","executive functions","middle childhood","socioeconomic status","teacher rating scales"],"dc:title":["Executive Function Measurement in Urban Schools: Exploring Links Between Performance-Based Metrics and Teacher Ratings"],"dc:type":["Thesis"],"dc:type.qualificationlevel":["Doctoral"],"dc:type.qualificationname":["Doctor of Philosophy (PhD)"]},"updated_at":"2026-07-22T22:24:16Z"}