Evaluations of Literacy-Based Programs: Empirical Values for Designing Studies Probing Mediation

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Title: Evaluations of Literacy-Based Programs: Empirical Values for Designing Studies Probing Mediation
Language: English
Authors: Amota Ataneka (ORCID 0000-0001-7867-2921), Benjamin Kelcey, Yanli Xie, Fangxing Bai, Leigh McLean, Jean Baptiste Habarurema
Source: Evaluation Review. 2026 50(4):674-718.
Availability: SAGE Publications. 2455 Teller Road, Thousand Oaks, CA 91320. Tel: 800-818-7243; Tel: 805-499-9774; Fax: 800-583-2665; e-mail: journals@sagepub.com; Web site: https://sagepub.com
Peer Reviewed: Y
Page Count: 45
Publication Date: 2026
Document Type: Journal Articles
Reports - Research
Education Level: Elementary Education
Descriptors: Reading Programs, Class Activities, Teacher Attitudes, Teacher Effectiveness, Instructional Improvement, Teacher Improvement, Educational Practices, Language Arts, Elementary School Teachers, Pedagogical Content Knowledge, Literacy
DOI: 10.1177/0193841X261426107
ISSN: 0193-841X
1552-3926
Abstract: Multilevel mediation analyses are vital for testing and refining theories of action in program evaluations. Prior literature and established guidelines have repeatedly underscored the need to prospectively incorporate mediation considerations when designing a study even when mediation is considered a secondary or exploratory aim. Despite the critical role mediation analyses play across disciplines, the available empirical resources to facilitate effective and efficient design of such studies are limited. This study contributes to this gap by developing empirical estimates of design parameter values for literacy programs implemented within classrooms by teachers. Using data from two large studies with thousands of students and hundreds of teachers and schools, we develop empirical guidelines for studies using a three-level structure (students, teachers, and schools) for a diverse set of school contexts (e.g., urban and geographic regions) and mediators (e.g., teacher knowledge, instruction, affect, attitudes, and classroom climate). The results suggested considerable variation in the clustering of teacher mediators and student outcomes within schools and that such clustering is dependent on the variable type (e.g., instruction, knowledge, climate, and literacy achievement) and study context. The findings underscore the importance of context-, mediator-, and outcome-specific design parameter values in planning studies.
Abstractor: As Provided
Entry Date: 2026
Accession Number: EJ1506074
Database: ERIC
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  Data: Evaluations of Literacy-Based Programs: Empirical Values for Designing Studies Probing Mediation
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  Data: <searchLink fieldCode="AR" term="%22Amota+Ataneka%22">Amota Ataneka</searchLink> (ORCID <externalLink term="https://orcid.org/0000-0001-7867-2921">0000-0001-7867-2921</externalLink>)<br /><searchLink fieldCode="AR" term="%22Benjamin+Kelcey%22">Benjamin Kelcey</searchLink><br /><searchLink fieldCode="AR" term="%22Yanli+Xie%22">Yanli Xie</searchLink><br /><searchLink fieldCode="AR" term="%22Fangxing+Bai%22">Fangxing Bai</searchLink><br /><searchLink fieldCode="AR" term="%22Leigh+McLean%22">Leigh McLean</searchLink><br /><searchLink fieldCode="AR" term="%22Jean+Baptiste+Habarurema%22">Jean Baptiste Habarurema</searchLink>
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  Data: <searchLink fieldCode="SO" term="%22Evaluation+Review%22"><i>Evaluation Review</i></searchLink>. 2026 50(4):674-718.
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  Data: SAGE Publications. 2455 Teller Road, Thousand Oaks, CA 91320. Tel: 800-818-7243; Tel: 805-499-9774; Fax: 800-583-2665; e-mail: journals@sagepub.com; Web site: https://sagepub.com
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  Data: 45
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  Data: <searchLink fieldCode="DE" term="%22Reading+Programs%22">Reading Programs</searchLink><br /><searchLink fieldCode="DE" term="%22Class+Activities%22">Class Activities</searchLink><br /><searchLink fieldCode="DE" term="%22Teacher+Attitudes%22">Teacher Attitudes</searchLink><br /><searchLink fieldCode="DE" term="%22Teacher+Effectiveness%22">Teacher Effectiveness</searchLink><br /><searchLink fieldCode="DE" term="%22Instructional+Improvement%22">Instructional Improvement</searchLink><br /><searchLink fieldCode="DE" term="%22Teacher+Improvement%22">Teacher Improvement</searchLink><br /><searchLink fieldCode="DE" term="%22Educational+Practices%22">Educational Practices</searchLink><br /><searchLink fieldCode="DE" term="%22Language+Arts%22">Language Arts</searchLink><br /><searchLink fieldCode="DE" term="%22Elementary+School+Teachers%22">Elementary School Teachers</searchLink><br /><searchLink fieldCode="DE" term="%22Pedagogical+Content+Knowledge%22">Pedagogical Content Knowledge</searchLink><br /><searchLink fieldCode="DE" term="%22Literacy%22">Literacy</searchLink>
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  Data: 10.1177/0193841X261426107
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  Data: Multilevel mediation analyses are vital for testing and refining theories of action in program evaluations. Prior literature and established guidelines have repeatedly underscored the need to prospectively incorporate mediation considerations when designing a study even when mediation is considered a secondary or exploratory aim. Despite the critical role mediation analyses play across disciplines, the available empirical resources to facilitate effective and efficient design of such studies are limited. This study contributes to this gap by developing empirical estimates of design parameter values for literacy programs implemented within classrooms by teachers. Using data from two large studies with thousands of students and hundreds of teachers and schools, we develop empirical guidelines for studies using a three-level structure (students, teachers, and schools) for a diverse set of school contexts (e.g., urban and geographic regions) and mediators (e.g., teacher knowledge, instruction, affect, attitudes, and classroom climate). The results suggested considerable variation in the clustering of teacher mediators and student outcomes within schools and that such clustering is dependent on the variable type (e.g., instruction, knowledge, climate, and literacy achievement) and study context. The findings underscore the importance of context-, mediator-, and outcome-specific design parameter values in planning studies.
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        Value: 10.1177/0193841X261426107
    Languages:
      – Text: English
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        PageCount: 45
        StartPage: 674
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      – SubjectFull: Reading Programs
        Type: general
      – SubjectFull: Class Activities
        Type: general
      – SubjectFull: Teacher Attitudes
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      – SubjectFull: Instructional Improvement
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      – SubjectFull: Educational Practices
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      – SubjectFull: Language Arts
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      – SubjectFull: Elementary School Teachers
        Type: general
      – SubjectFull: Pedagogical Content Knowledge
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      – SubjectFull: Literacy
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      – TitleFull: Evaluations of Literacy-Based Programs: Empirical Values for Designing Studies Probing Mediation
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            NameFull: Amota Ataneka
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