Pub Date : 2021-12-03DOI: 10.3102/00346543211060873
Elizabeth F. Bettini, Christopher J. Cormier, M. Ragunathan, Kristabel Stark
A robust body of U.S.-based research demonstrates the importance of teachers of color to promote positive outcomes among students of color, and recent policies aim to increase the proportion of teachers of color. These policies are unlikely to succeed if they ignore how educational systems currently marginalize teachers of color, particularly early in teachers’ careers, when they are more likely to leave. Thus, we conducted a systematic narrative review of the experiences of novice teachers of color in K–12 schools. We identified 72 relevant studies, from 1996 to the present, and qualitatively analyzed themes within them. We found that novices’ experiences of their socialization into K–12 educational institutions were deeply racialized, through their interactions with every aspect of K–12 educational systems. Novices’ experiences often placed them in a double bind, as they experienced tensions between their personal commitments as people of color and their professional commitments in schools that perpetuated oppressive systems. Welcoming novice teachers of color into K–12 schools thus necessitates broader efforts to dismantle the many ways oppressive systems are embedded within and perpetuated by schools—efforts to which novice teachers of color can contribute, but for which they should not bear sole responsibility.
{"title":"Navigating the Double Bind: A Systematic Literature Review of the Experiences of Novice Teachers of Color in K–12 Schools","authors":"Elizabeth F. Bettini, Christopher J. Cormier, M. Ragunathan, Kristabel Stark","doi":"10.3102/00346543211060873","DOIUrl":"https://doi.org/10.3102/00346543211060873","url":null,"abstract":"A robust body of U.S.-based research demonstrates the importance of teachers of color to promote positive outcomes among students of color, and recent policies aim to increase the proportion of teachers of color. These policies are unlikely to succeed if they ignore how educational systems currently marginalize teachers of color, particularly early in teachers’ careers, when they are more likely to leave. Thus, we conducted a systematic narrative review of the experiences of novice teachers of color in K–12 schools. We identified 72 relevant studies, from 1996 to the present, and qualitatively analyzed themes within them. We found that novices’ experiences of their socialization into K–12 educational institutions were deeply racialized, through their interactions with every aspect of K–12 educational systems. Novices’ experiences often placed them in a double bind, as they experienced tensions between their personal commitments as people of color and their professional commitments in schools that perpetuated oppressive systems. Welcoming novice teachers of color into K–12 schools thus necessitates broader efforts to dismantle the many ways oppressive systems are embedded within and perpetuated by schools—efforts to which novice teachers of color can contribute, but for which they should not bear sole responsibility.","PeriodicalId":21145,"journal":{"name":"Review of Educational Research","volume":"92 1","pages":"495 - 542"},"PeriodicalIF":11.2,"publicationDate":"2021-12-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45232079","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"教育学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2021-11-12DOI: 10.3102/00346543211054577
Nolan L. Cabrera, A. Karaman, T. Ballysingh, Yadira G. Oregon, Eliaquin Gonell, J. Lopez, Regina Deil-Amen
The underrepresentation and underperformance of men of color relative to women of color within institutions of higher education have been extensively studied the past 20 years. The purpose of this study is to understand trends in how this research has been conducted rather than understand “best practices” to support this student population. To achieve this, we reviewed 153 pieces of scholarship from 1999 to 2019 using an intersectional and critical content analysis approach. Findings revealed that the bulk of scholarship involved onetime interviews for its empirical foundations, and the overwhelming majority centered the racial experiences of Black and Latinx men. In contrast, few analyses critically explored gender, sexual orientation, or social class. Additionally, scholarship that centered Asian American, Indigenous, multiracial, and trans* men of color was scant or nonexistent. Given these large gaps in the knowledge base, we offer guidance for the next generation of men of color in higher education scholarship in terms of analytical foci, theoretical frameworks, and methodologies.
{"title":"Race Without Gender? Trends and Limitations in the Higher Education Scholarship Regarding Men of Color","authors":"Nolan L. Cabrera, A. Karaman, T. Ballysingh, Yadira G. Oregon, Eliaquin Gonell, J. Lopez, Regina Deil-Amen","doi":"10.3102/00346543211054577","DOIUrl":"https://doi.org/10.3102/00346543211054577","url":null,"abstract":"The underrepresentation and underperformance of men of color relative to women of color within institutions of higher education have been extensively studied the past 20 years. The purpose of this study is to understand trends in how this research has been conducted rather than understand “best practices” to support this student population. To achieve this, we reviewed 153 pieces of scholarship from 1999 to 2019 using an intersectional and critical content analysis approach. Findings revealed that the bulk of scholarship involved onetime interviews for its empirical foundations, and the overwhelming majority centered the racial experiences of Black and Latinx men. In contrast, few analyses critically explored gender, sexual orientation, or social class. Additionally, scholarship that centered Asian American, Indigenous, multiracial, and trans* men of color was scant or nonexistent. Given these large gaps in the knowledge base, we offer guidance for the next generation of men of color in higher education scholarship in terms of analytical foci, theoretical frameworks, and methodologies.","PeriodicalId":21145,"journal":{"name":"Review of Educational Research","volume":"92 1","pages":"331 - 369"},"PeriodicalIF":11.2,"publicationDate":"2021-11-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43923501","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"教育学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2021-10-27DOI: 10.3102/00346543211051424
F. Wolthuis, M. Hubers, K. van Veen, S. de Vries
This review examines the concept of organizational routines and its potential for investigating educational initiatives in practice. The studies in our review revealed three different approaches to routines: (1) examining organizational routines as entities, (2) (also) examining conversational routines, and (3) examining the internal structure of organizational routines. Current definitions, operationalizations, and examinations can lack clarity and validity. At present, the concept of organizational routines not only holds potential but is also ambiguous. To bolster the potential of the concept, two working definitions of organizational routines are formalized that best allow researchers to investigate initiatives in practice. These working definitions are needed to create clarity regarding the concept and for it to be able to deliver on its promise for providing meaningful and relevant information on how new initiatives actually work and unfold in practice.
{"title":"The Concept of Organizational Routines and Its Potential for Investigating Educational Initiatives in Practice: A Systematic Review of the Literature","authors":"F. Wolthuis, M. Hubers, K. van Veen, S. de Vries","doi":"10.3102/00346543211051424","DOIUrl":"https://doi.org/10.3102/00346543211051424","url":null,"abstract":"This review examines the concept of organizational routines and its potential for investigating educational initiatives in practice. The studies in our review revealed three different approaches to routines: (1) examining organizational routines as entities, (2) (also) examining conversational routines, and (3) examining the internal structure of organizational routines. Current definitions, operationalizations, and examinations can lack clarity and validity. At present, the concept of organizational routines not only holds potential but is also ambiguous. To bolster the potential of the concept, two working definitions of organizational routines are formalized that best allow researchers to investigate initiatives in practice. These working definitions are needed to create clarity regarding the concept and for it to be able to deliver on its promise for providing meaningful and relevant information on how new initiatives actually work and unfold in practice.","PeriodicalId":21145,"journal":{"name":"Review of Educational Research","volume":"92 1","pages":"249 - 287"},"PeriodicalIF":11.2,"publicationDate":"2021-10-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"69377704","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"教育学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2021-10-27DOI: 10.3102/00346543211054576
Xin Lin, S. R. Powell
In the present meta-analysis, we systematically investigated the relative contributions of students’ initial mathematics, reading, and cognitive skills on subsequent mathematics performance measured at least 3 months later. With one-stage meta-analytic structural equation modeling, we conducted analyses based on 580,437 students from 265 independent samples and 250 studies. Findings suggested fluency in both mathematics and reading, as well as working memory, yielded greater impacts on subsequent mathematics performance. Age emerged as a significant moderator in the model, such that the effects of comprehensive mathematics and working memory on subsequent mathematics increased with age, whereas attention and self-regulation’s impacts declined with age. Time lag between assessments also emerged as a significant moderator, such that the effects of word-problem solving and word recognition accuracy decreased as the time lag increased, whereas vocabulary, attention, and self-regulation’s effects increased as the time lag increased.
{"title":"The Roles of Initial Mathematics, Reading, and Cognitive Skills in Subsequent Mathematics Performance: A Meta-Analytic Structural Equation Modeling Approach","authors":"Xin Lin, S. R. Powell","doi":"10.3102/00346543211054576","DOIUrl":"https://doi.org/10.3102/00346543211054576","url":null,"abstract":"In the present meta-analysis, we systematically investigated the relative contributions of students’ initial mathematics, reading, and cognitive skills on subsequent mathematics performance measured at least 3 months later. With one-stage meta-analytic structural equation modeling, we conducted analyses based on 580,437 students from 265 independent samples and 250 studies. Findings suggested fluency in both mathematics and reading, as well as working memory, yielded greater impacts on subsequent mathematics performance. Age emerged as a significant moderator in the model, such that the effects of comprehensive mathematics and working memory on subsequent mathematics increased with age, whereas attention and self-regulation’s impacts declined with age. Time lag between assessments also emerged as a significant moderator, such that the effects of word-problem solving and word recognition accuracy decreased as the time lag increased, whereas vocabulary, attention, and self-regulation’s effects increased as the time lag increased.","PeriodicalId":21145,"journal":{"name":"Review of Educational Research","volume":"92 1","pages":"288 - 325"},"PeriodicalIF":11.2,"publicationDate":"2021-10-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44650067","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"教育学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2021-10-23DOI: 10.3102/00346543211051428
H. M. Endedijk, Linda D. Breeman, C. V. van Lissa, M. Hendrickx, Larissa den Boer, T. Mainhard
The relationships that students have with teachers and peers are important for their academic, social, and behavioral development. How teachers relate to students may affect students’ peer relationships and thereby foster or hamper students’ development. To shed more light on the teacher’s role with respect to peer relationships, this meta-analysis assessed the association between the quality of teacher–student and peer relationships (n = 297 studies; n = 1,475 unique effect sizes). We took student behavior into account, as it is known to affect both types of relationship. In addition, design characteristics such as positive versus negative aspects of relationships, type of informants, and educational level were considered. Results showed that negative aspects of the teacher–student relationship in particular were predictive of peer relationships. Moreover, teacher–student relationship quality partially mediated the association between student behavior and peer relationships. For teachers, preventing or reducing negative aspects in their relationships with students who have behavioral problems can positively affect classroom peer relationships.
{"title":"The Teacher’s Invisible Hand: A Meta-Analysis of the Relevance of Teacher–Student Relationship Quality for Peer Relationships and the Contribution of Student Behavior","authors":"H. M. Endedijk, Linda D. Breeman, C. V. van Lissa, M. Hendrickx, Larissa den Boer, T. Mainhard","doi":"10.3102/00346543211051428","DOIUrl":"https://doi.org/10.3102/00346543211051428","url":null,"abstract":"The relationships that students have with teachers and peers are important for their academic, social, and behavioral development. How teachers relate to students may affect students’ peer relationships and thereby foster or hamper students’ development. To shed more light on the teacher’s role with respect to peer relationships, this meta-analysis assessed the association between the quality of teacher–student and peer relationships (n = 297 studies; n = 1,475 unique effect sizes). We took student behavior into account, as it is known to affect both types of relationship. In addition, design characteristics such as positive versus negative aspects of relationships, type of informants, and educational level were considered. Results showed that negative aspects of the teacher–student relationship in particular were predictive of peer relationships. Moreover, teacher–student relationship quality partially mediated the association between student behavior and peer relationships. For teachers, preventing or reducing negative aspects in their relationships with students who have behavioral problems can positively affect classroom peer relationships.","PeriodicalId":21145,"journal":{"name":"Review of Educational Research","volume":"92 1","pages":"370 - 412"},"PeriodicalIF":11.2,"publicationDate":"2021-10-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49487551","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"教育学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2021-10-23DOI: 10.3102/00346543211052329
M. Noetel, Shantell Griffith, Oscar Delaney, Nicola Rose Harris, T. Sanders, P. Parker, B. del Pozo Cruz, C. Lonsdale
Multimedia is ubiquitous in 21st-century education. Cognitive load theory and the cognitive theory of multimedia learning both postulate that the quality of multimedia design heavily influences learning. We sought to identify how to best design multimedia and review how well those learning theories held up to meta-analyses. We conducted an overview of systematic reviews that tested the effects of multimedia design on learning or cognitive load. We found 29 reviews including 1,189 studies and 78,177 participants. We found 11 design principles that demonstrated significant, positive, meta-analytic effects on learning and five that significantly improved management of cognitive load. The largest benefits were for captioning second-language videos, temporal/spatial contiguity, and signaling. We also found robust evidence for modality, animation, coherence/removing seductive details, anthropomorphics, segmentation, personalization, pedagogical agents, and verbal redundancy effects. Good design was more important for more complex materials, and in system-paced environments (e.g., lectures) than self-paced ones (e.g., websites). Results supported many tenets of both theories. We highlight a range of evidence-based strategies that could be implemented by educators.
{"title":"Multimedia Design for Learning: An Overview of Reviews With Meta-Meta-Analysis","authors":"M. Noetel, Shantell Griffith, Oscar Delaney, Nicola Rose Harris, T. Sanders, P. Parker, B. del Pozo Cruz, C. Lonsdale","doi":"10.3102/00346543211052329","DOIUrl":"https://doi.org/10.3102/00346543211052329","url":null,"abstract":"Multimedia is ubiquitous in 21st-century education. Cognitive load theory and the cognitive theory of multimedia learning both postulate that the quality of multimedia design heavily influences learning. We sought to identify how to best design multimedia and review how well those learning theories held up to meta-analyses. We conducted an overview of systematic reviews that tested the effects of multimedia design on learning or cognitive load. We found 29 reviews including 1,189 studies and 78,177 participants. We found 11 design principles that demonstrated significant, positive, meta-analytic effects on learning and five that significantly improved management of cognitive load. The largest benefits were for captioning second-language videos, temporal/spatial contiguity, and signaling. We also found robust evidence for modality, animation, coherence/removing seductive details, anthropomorphics, segmentation, personalization, pedagogical agents, and verbal redundancy effects. Good design was more important for more complex materials, and in system-paced environments (e.g., lectures) than self-paced ones (e.g., websites). Results supported many tenets of both theories. We highlight a range of evidence-based strategies that could be implemented by educators.","PeriodicalId":21145,"journal":{"name":"Review of Educational Research","volume":"92 1","pages":"413 - 454"},"PeriodicalIF":11.2,"publicationDate":"2021-10-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"41519153","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"教育学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2021-10-20DOI: 10.3102/00346543211052333
Nathalie Popa
In response to the growing need for more relevant school history, the notion of historical consciousness has come to represent a way to help students understand the links between past, present, and future. However, translating the construct into practice in an ongoing puzzle in the field. Recently, efforts have been made to operationalize historical consciousness via a competency-based approach, but this is arguably problematic, because its proponents view historical consciousness as a hermeneutic quest for meaning yet operationalize it as a set path of mental processing. This article explores a different approach based on meaning-making practice. It does so through an extensive review and synthesis of the relevant literature, and based on the results, it suggests operationalizing historical consciousness through negotiating the presence of the past, inquiring about the past with the help of disciplinary and everyday habits of mind, and building a sense of historical being.
{"title":"Operationalizing Historical Consciousness: A Review and Synthesis of the Literature on Meaning Making in Historical Learning","authors":"Nathalie Popa","doi":"10.3102/00346543211052333","DOIUrl":"https://doi.org/10.3102/00346543211052333","url":null,"abstract":"In response to the growing need for more relevant school history, the notion of historical consciousness has come to represent a way to help students understand the links between past, present, and future. However, translating the construct into practice in an ongoing puzzle in the field. Recently, efforts have been made to operationalize historical consciousness via a competency-based approach, but this is arguably problematic, because its proponents view historical consciousness as a hermeneutic quest for meaning yet operationalize it as a set path of mental processing. This article explores a different approach based on meaning-making practice. It does so through an extensive review and synthesis of the relevant literature, and based on the results, it suggests operationalizing historical consciousness through negotiating the presence of the past, inquiring about the past with the help of disciplinary and everyday habits of mind, and building a sense of historical being.","PeriodicalId":21145,"journal":{"name":"Review of Educational Research","volume":"92 1","pages":"171 - 208"},"PeriodicalIF":11.2,"publicationDate":"2021-10-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"48998442","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"教育学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2021-10-20DOI: 10.3102/00346543211051423
Garrett J. Roberts, Denis G. Dumas, Daniel M. McNeish, Brooke Coté
Researchers have noted a nonlinear association between reading instruction dosage (i.e., hours of instruction) and reading outcomes for Grade K–3 students with reading difficulties (K–3 SWRD). In this article, we propose a nonlinear meta-analysis as a method to identify both the maximum effect size and optimal dosage of reading interventions for K–3 SWRD using 26 peer-reviewed studies including 186 effect sizes. Results suggested the effect sizes followed a concave parabolic shape, such that increasing dosage improved intervention effects until 39.92 hours of instruction (dmax = 0.77), after which the intervention effects declined. Moderator analyses found that maximum intervention effects on fluency outcomes were significantly larger (dmax = 1.34) than the overall maximum effect size. Also, when students received 1:1 instruction, the dosage response curve displayed a different functional form than the concave parabolic shape, showing the effect increased indefinitely after approximately 16.8 hours of instruction. Implications for research and practice are discussed.
{"title":"Understanding the Dynamics of Dosage Response: A Nonlinear Meta-Analysis of Recent Reading Interventions","authors":"Garrett J. Roberts, Denis G. Dumas, Daniel M. McNeish, Brooke Coté","doi":"10.3102/00346543211051423","DOIUrl":"https://doi.org/10.3102/00346543211051423","url":null,"abstract":"Researchers have noted a nonlinear association between reading instruction dosage (i.e., hours of instruction) and reading outcomes for Grade K–3 students with reading difficulties (K–3 SWRD). In this article, we propose a nonlinear meta-analysis as a method to identify both the maximum effect size and optimal dosage of reading interventions for K–3 SWRD using 26 peer-reviewed studies including 186 effect sizes. Results suggested the effect sizes followed a concave parabolic shape, such that increasing dosage improved intervention effects until 39.92 hours of instruction (dmax = 0.77), after which the intervention effects declined. Moderator analyses found that maximum intervention effects on fluency outcomes were significantly larger (dmax = 1.34) than the overall maximum effect size. Also, when students received 1:1 instruction, the dosage response curve displayed a different functional form than the concave parabolic shape, showing the effect increased indefinitely after approximately 16.8 hours of instruction. Implications for research and practice are discussed.","PeriodicalId":21145,"journal":{"name":"Review of Educational Research","volume":"92 1","pages":"209 - 248"},"PeriodicalIF":11.2,"publicationDate":"2021-10-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42344019","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"教育学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2021-10-01DOI: 10.3102/00346543211019105
Tanmay Sinha, Manu Kapur
When learning a new concept, should students engage in problem solving followed by instruction (PS-I) or instruction followed by problem solving (I-PS)? Noting that there is a passionate debate about the design of initial learning, we report evidence from a meta-analysis of 53 studies with 166 comparisons that compared PS-I with I-PS design. Our results showed a significant, moderate effect in favor of PS-I (Hedge’s g 0.36 [95% confidence interval 0.20; 0.51]). The effects were even stronger (Hedge’s g ranging between 0.37 and 0.58) when PS-I was implemented with high fidelity to the principles of Productive Failure (PF), a subset variant of PS-I design. Students’ grade level, intervention time span, and its (quasi-)experimental nature contributed to the efficacy of PS-I over I-PS designs. Contrasting trends were, however, observed for younger age learners (second to fifth graders) and for the learning of domain-general skills, for which effect sizes favored I-PS. Overall, an estimation of true effect sizes after accounting for publication bias suggested a strong effect size favoring PS-I (Hedge’s g 0.87).
在学习新概念时，学生应该先解决问题后指导(PS-I)还是先指导后解决问题(I-PS)?注意到关于初始学习的设计存在激烈的争论，我们报告了53项研究的荟萃分析证据，其中166项比较了PS-I和I-PS设计。我们的结果显示，PS-I具有显著的中等效应(Hedge 's g 0.36[95%置信区间0.20;0.51])。当PS-I以高保真度实现生产性失败(PF)原则(PS-I设计的一个子集变体)时，效果甚至更强(Hedge 's g介于0.37和0.58之间)。学生的年级水平、干预时间跨度及其(准)实验性质对PS-I比I-PS设计的效果有影响。然而，在年龄较小的学习者(二年级至五年级)和领域通用技能的学习中观察到相反的趋势，其效应量倾向于I-PS。总的来说，考虑到发表偏倚后对真实效应量的估计表明，PS-I的效应量很强(Hedge’s g 0.87)。
{"title":"When Problem Solving Followed by Instruction Works: Evidence for Productive Failure","authors":"Tanmay Sinha, Manu Kapur","doi":"10.3102/00346543211019105","DOIUrl":"https://doi.org/10.3102/00346543211019105","url":null,"abstract":"When learning a new concept, should students engage in problem solving followed by instruction (PS-I) or instruction followed by problem solving (I-PS)? Noting that there is a passionate debate about the design of initial learning, we report evidence from a meta-analysis of 53 studies with 166 comparisons that compared PS-I with I-PS design. Our results showed a significant, moderate effect in favor of PS-I (Hedge’s g 0.36 [95% confidence interval 0.20; 0.51]). The effects were even stronger (Hedge’s g ranging between 0.37 and 0.58) when PS-I was implemented with high fidelity to the principles of Productive Failure (PF), a subset variant of PS-I design. Students’ grade level, intervention time span, and its (quasi-)experimental nature contributed to the efficacy of PS-I over I-PS designs. Contrasting trends were, however, observed for younger age learners (second to fifth graders) and for the learning of domain-general skills, for which effect sizes favored I-PS. Overall, an estimation of true effect sizes after accounting for publication bias suggested a strong effect size favoring PS-I (Hedge’s g 0.87).","PeriodicalId":21145,"journal":{"name":"Review of Educational Research","volume":"91 1","pages":"761 - 798"},"PeriodicalIF":11.2,"publicationDate":"2021-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45639677","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"教育学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2021-10-01DOI: 10.3102/00346543211020116
Laura Hakimi, R. Eynon, V. Murphy
This article presents the findings of a systematic qualitative analysis of research in the ethics of digital trace data use in learning and education. From the resulting analysis of 77 peer-reviewed studies, we (1) map the characteristics of research by study type, academic community, institutional setting, and national context; (2) identify the primary ethical concerns and related responses; and (3) highlight the research gaps. Four areas of focus are identified in this emerging area: (1) privacy, informed consent, and data ownership; (2) validity and integrity; (3) ethical decision making; and (4) governance and accountability. We highlight the lack of evidence particularly for preschool and school-aged children and the disparate communities working in this domain, and we suggest a more cohesive approach, where the wider learning and educational ecosystem is recognized, explicit engagement with ethical theory is central, and mid- to long-term ethical issues are considered alongside immediate concerns.
{"title":"The Ethics of Using Digital Trace Data in Education: A Thematic Review of the Research Landscape","authors":"Laura Hakimi, R. Eynon, V. Murphy","doi":"10.3102/00346543211020116","DOIUrl":"https://doi.org/10.3102/00346543211020116","url":null,"abstract":"This article presents the findings of a systematic qualitative analysis of research in the ethics of digital trace data use in learning and education. From the resulting analysis of 77 peer-reviewed studies, we (1) map the characteristics of research by study type, academic community, institutional setting, and national context; (2) identify the primary ethical concerns and related responses; and (3) highlight the research gaps. Four areas of focus are identified in this emerging area: (1) privacy, informed consent, and data ownership; (2) validity and integrity; (3) ethical decision making; and (4) governance and accountability. We highlight the lack of evidence particularly for preschool and school-aged children and the disparate communities working in this domain, and we suggest a more cohesive approach, where the wider learning and educational ecosystem is recognized, explicit engagement with ethical theory is central, and mid- to long-term ethical issues are considered alongside immediate concerns.","PeriodicalId":21145,"journal":{"name":"Review of Educational Research","volume":"91 1","pages":"671 - 717"},"PeriodicalIF":11.2,"publicationDate":"2021-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43028651","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"教育学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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