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Examining the Classification Accuracy of aimswebPlus in Predicting Reading Proficiency for Emergent Bilingual Students
Examining the Classification Accuracy of aimswebPlus in Predicting Reading Proficiency for...
Examining the Classification Accuracy of aimswebPlus in Predicting Reading Proficiency for Emergent Bilingual Students

상세정보

자료유형  
 학위논문 서양
최종처리일시  
20260202104820
ISBN  
9798290647098
DDC  
370
저자명  
Schmitt, Madeline C.
서명/저자  
Examining the Classification Accuracy of aimswebPlus in Predicting Reading Proficiency for Emergent Bilingual Students
발행사항  
[Sl] : The University of Wisconsin - Madison, 2025
발행사항  
Ann Arbor : ProQuest Dissertations & Theses, 2025
형태사항  
137 p
주기사항  
Source: Dissertations Abstracts International, Volume: 87-01, Section: A.
주기사항  
Advisor: Klingbeil, David.
학위논문주기  
Thesis (Ph.D.)--The University of Wisconsin - Madison, 2025.
초록/해제  
요약Emergent bilinguals represent one of the fastest growing student populations in the U.S. educational system (NCES, 2023a). However, this rapid rise in the population of emergent bilingual students in schools across the country is accompanied by a continuous disproportionate representation of emergent bilinguals in special education and advanced placement programs, lower graduation rates, and longstanding low reading achievement when compared to their not-emergent bilingual peers. Many scholars have focused on tiered service-delivery systems, such as multi-tiered systems of support (MTSS), to improve student and school-wide outcomes through preventative evidence-based decision-making and intervention practices. Despite the objective to meet the learning needs of all students, MTSS implementation and practices have fallen short of adequately responding to the needs of many culturally and linguistically diverse students. For emergent bilingual students, and with consideration to reading universal screening practices, researchers have indicated that tools utilized to universally screen all students' reading skills may not be appropriate for examining emergent bilingual students' skills in English.This study built off the recommendations put forth by Newell and colleagues (2020) to explore alternatives to utilizing ORF as a single-screener with emergent bilinguals by analyzing the accuracy of screening decisions made for emergent bilinguals with composite score of the newer version of aimswebPlus. The results of this study revealed limited evidence of differential test bias. Additionally, the results of this study indicated that aimswebPlus demonstrates adequate classification accuracy (i.e., good to excellent AUC values) for universal screening of emergent bilingual students. Decisions made using vendor cut-scores demonstrated higher values of specificity than those made with optimized cut-scores, but lower than acceptable values of sensitivity. When sensitivity was optimized, specificity did not meet the desired criteria in most instances. Furthermore, cut-scores to optimize sensitivity for emergent bilinguals was different than optimal cut-scores for not-emergent bilinguals. Future research directions and implications for practice, in the context of the study's limitations, are discussed.
일반주제명  
Educational psychology
일반주제명  
Reading instruction
일반주제명  
Bilingual education
일반주제명  
Linguistics
키워드  
Bilinguals
키워드  
Multi-tiered systems of support
키워드  
aimswebPlus
키워드  
Reading skills
기타저자  
The University of Wisconsin - Madison School Psychology
기본자료저록  
Dissertations Abstracts International. 87-01A.
전자적 위치 및 접속  
로그인 후 원문을 볼 수 있습니다.

MARC

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■035    ▼a(MiAaPQ)AAI32169093
■040    ▼aMiAaPQ▼cMiAaPQ
■0820  ▼a370
■1001  ▼aSchmitt,  Madeline  C.
■24510▼aExamining  the  Classification  Accuracy  of  aimswebPlus  in  Predicting  Reading  Proficiency  for  Emergent  Bilingual  Students
■260    ▼a[Sl]▼bThe  University  of  Wisconsin  -  Madison▼c2025
■260  1▼aAnn  Arbor▼bProQuest  Dissertations  &  Theses▼c2025
■300    ▼a137  p
■500    ▼aSource:  Dissertations  Abstracts  International,  Volume:  87-01,  Section:  A.
■500    ▼aAdvisor:  Klingbeil,  David.
■5021  ▼aThesis  (Ph.D.)--The  University  of  Wisconsin  -  Madison,  2025.
■520    ▼aEmergent  bilinguals  represent  one  of  the  fastest  growing  student  populations  in  the  U.S.  educational  system  (NCES,  2023a).  However,  this  rapid  rise  in  the  population  of  emergent  bilingual  students  in  schools  across  the  country  is  accompanied  by  a  continuous  disproportionate  representation  of  emergent  bilinguals  in  special  education  and  advanced  placement  programs,  lower  graduation  rates,  and  longstanding  low  reading  achievement  when  compared  to  their  not-emergent  bilingual  peers.  Many  scholars  have  focused  on  tiered  service-delivery  systems,  such  as  multi-tiered  systems  of  support  (MTSS),  to  improve  student  and  school-wide  outcomes  through  preventative  evidence-based  decision-making  and  intervention  practices.  Despite  the  objective  to  meet  the  learning  needs  of  all  students,  MTSS  implementation  and  practices  have  fallen  short  of  adequately  responding  to  the  needs  of  many  culturally  and  linguistically  diverse  students.  For  emergent  bilingual  students,  and  with  consideration  to  reading  universal  screening  practices,  researchers  have  indicated  that  tools  utilized  to  universally  screen  all  students'  reading  skills  may  not  be  appropriate  for  examining  emergent  bilingual  students'  skills  in  English.This  study  built  off  the  recommendations  put  forth  by  Newell  and  colleagues  (2020)  to  explore  alternatives  to  utilizing  ORF  as  a  single-screener  with  emergent  bilinguals  by  analyzing  the  accuracy  of  screening  decisions  made  for  emergent  bilinguals  with  composite  score  of  the  newer  version  of  aimswebPlus.  The  results  of  this  study  revealed  limited  evidence  of  differential  test  bias.  Additionally,  the  results  of  this  study  indicated  that  aimswebPlus  demonstrates  adequate  classification  accuracy  (i.e.,  good  to  excellent  AUC  values)  for  universal  screening  of  emergent  bilingual  students.  Decisions  made  using  vendor  cut-scores  demonstrated  higher  values  of  specificity  than  those  made  with  optimized  cut-scores,  but  lower  than  acceptable  values  of  sensitivity.  When  sensitivity  was  optimized,  specificity  did  not  meet  the  desired  criteria  in  most  instances.  Furthermore,  cut-scores  to  optimize  sensitivity  for  emergent  bilinguals  was  different  than  optimal  cut-scores  for  not-emergent  bilinguals.  Future  research  directions  and  implications  for  practice,  in  the  context  of  the  study's  limitations,  are  discussed.
■590    ▼aSchool  code:  0262.
■650  4▼aEducational  psychology
■650  4▼aReading  instruction
■650  4▼aBilingual  education
■650  4▼aLinguistics
■653    ▼aBilinguals
■653    ▼aMulti-tiered  systems  of  support
■653    ▼aaimswebPlus
■653    ▼aReading  skills
■690    ▼a0525
■690    ▼a0290
■690    ▼a0535
■690    ▼a0282
■71020▼aThe  University  of  Wisconsin  -  Madison▼bSchool  Psychology.
■7730  ▼tDissertations  Abstracts  International▼g87-01A.
■790    ▼a0262
■791    ▼aPh.D.
■792    ▼a2025
■793    ▼aEnglish
■85640▼uhttp://www.riss.kr/pdu/ddodLink.do?id=T17359000▼nKERIS▼z이  자료의  원문은  한국교육학술정보원에서  제공합니다.

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