Learner-Control Effects: A Review of Reviews and a Meta-Analysis

1996 ◽  
Vol 15 (2) ◽  
pp. 157-174 ◽  
Author(s):  
Richard P. Niemiec ◽  
Christian Sikorski ◽  
Herbert J. Walberg

This article concerns the effects of learner control in computer-assisted instruction (CAI). After reviewing previous reviews of research on the topic, twenty-four studies of learner control were subjected to meta-analysis. The results of both the review and meta-analysis are equivocal. Several reviews indicate that learner control works less well with younger, less able students. Other reviews indicate that, given optimal conditions, learner control can work with any students. The meta-analysis, however, yielded an average effect size that was small and negative suggesting that the average student would be slightly better off without it. Although learner control has theoretical appeal, its effects on learning seem neither powerful nor consistent.

1995 ◽  
Vol 12 (3) ◽  
pp. 219-241 ◽  
Author(s):  
Claire M. Fletcher-Flinn ◽  
Breon Gravatt

There has been a long-standing dispute about the efficacy of computer assisted instruction (CAI) with regard to the interpretation of effect size estimates in reviews using techniques of meta-analysis. It has been claimed that the data used to calculate these estimates come from studies which are methodologically flawed. The aim of this study was to provide an updated meta-analysis on the learning effect of (CAI) over a broad range of study features with particular attention focused on the effectiveness debate. Using standard procedures, the results and estimates were similar to previous reviews and showed a learning benefit for CAI. The mean effect size for CAI was (.24) for the years 1987–1992, with more recent studies showing an average of (.33). Although moderate, these estimates tended to raise the average student from at least the 50th and 60th percentile. However, studies which controlled for teacher and materials, and were of longer duration, and studies using pencil and paper equivalents of CAI showed no learning advantage over traditional forms of instruction. It is suggested that what accounts for the typical learning advantage of CAI in this meta-analysis and others is the better quality instruction provided by CAI materials. These materials seem versatile enough to be used effectively over a broad range of subjects and educational settings. While the materials did not seem to improve substantially over the past two decades as reflected by effect sizes, these estimates did not include the newer multimedia technology. It is concluded that educational approaches should be judged by a number of criteria including achievement gains and when this is done CAI may far surpass other forms of instruction.


1994 ◽  
Vol 11 (1) ◽  
pp. 1-26 ◽  
Author(s):  
Dave Goforth

Research into the effectiveness of learner control in tutorial computer assisted instruction has produced equivocal results. In order to analyze these results, learner control is defined within a general model of decisions and information in instructional systems. When the research is categorized according to this model, the effectiveness of learner control is confirmed and a preliminary conclusion concerning the importance of information is reached. A case is made for an instructional design focus in learner control research based on model building rather than hypothesis testing.


2021 ◽  
pp. 1-33
Author(s):  
Chantal VAN DIJK ◽  
Elise VAN WONDEREN ◽  
Elly KOUTAMANIS ◽  
Gerrit Jan KOOTSTRA ◽  
Ton DIJKSTRA ◽  
...  

Abstract Although cross-linguistic influence at the level of morphosyntax is one of the most intensively studied topics in child bilingualism, the circumstances under which it occurs remain unclear. In this meta-analysis, we measured the effect size of cross-linguistic influence and systematically assessed its predictors in 750 simultaneous and early sequential bilingual children in 17 unique language combinations across 26 experimental studies. We found a significant small to moderate average effect size of cross-linguistic influence, indicating that cross-linguistic influence is part and parcel of bilingual development. Language dominance, operationalized as societal language, was a significant predictor of cross-linguistic influence, whereas surface overlap, language domain and age were not. Perhaps an even more important finding was that definitions and operationalisations of cross-linguistic influence and its predictors varied considerably between studies. This could explain the absence of a comprehensive theory in the field. To solve this issue, we argue for a more uniform method of studying cross-linguistic influence.


2006 ◽  
Vol 1 (3) ◽  
pp. 3 ◽  
Author(s):  
Denise Koufogiannakis ◽  
Natasha Wiebe

Objective - The objective of this review was to assess which library instruction methods are most effective for improving the information skills of students at an introductory, undergraduate level, using cognitive outcomes (measuring changes in knowledge). The study sought to address the following questions: 1) What is the overall state of research on this topic? 2) Which teaching methods are more effective? Methods - Systematic review methodology was used. Fifteen databases were searched for relevant articles retrieving 4356 potentially relevant citations. Titles and abstracts were reviewed for relevance. Of those, 257 full articles were considered in-depth using a predetermined inclusion/exclusion form. 122 unique studies met the inclusion criteria and underwent an extensive data extraction and critical appraisal process. 55 of these studies met author defined quality criteria to provide information on the effectiveness of different teaching methods. Of these, 16 studies provided sufficient information to enable meta-analyses using standardized mean difference to be undertaken. Results - The overwhelming majority of studies were conducted in the United States (88%). 79 studies (65%) used experimental or quasi-experimental research methods. Teaching methods used in the studies varied, with the majority focused on traditional methods of teaching, followed by computer assisted instruction, and self-directed independent learning. Studies measured outcomes that correlated with Bloom’s lower levels of learning (Remember, Understand, Apply). 16 studies compared traditional instruction with no instruction, and 12 found a positive outcome. Meta-analysis of the data from 4 of these studies agreed with the positive conclusions favouring traditional instruction. 14 studies compared computer assisted instruction with traditional instruction. 9 of these showed a neutral result, and meta-analysis of 8 of these studies agreed with this neutral result. 6 studies compared self-directed independent learning with no instruction, and meta-analysis of 5 of these agreed that the result was positive in favour of self-directed independent learning. Conclusions - Based on the results of this meta-analysis, there is sufficient evidence to suggest that computer assisted instruction is as effective as traditional instruction. Evidence also suggests that both traditional instruction and self-directed independent instruction are more effective than no instruction. Additional comparative research needs to be done across different teaching methods. Studies comparing active learning, computer assisted instruction, and self-directed independent learning would greatly enrich the research literature. Further studies utilizing appropriate methodologies and validated research tools would enrich our evidence base, and contribute to the growth of knowledge about effectiveness of particular teaching methods.


Author(s):  
M. Ifdal Hafiz Chan ◽  
Edja Annisa Septia ◽  
Kurnia Febrianti ◽  
Desnita Desnita

ABSTRAKTujuan dari penelitian ini adalah untuk melihat efektivitas dari beberapa model pembelajaran dalam meningkatkan pemahaman konsep fisika siswa SMA. Penelitian ini merupakan penelitian meta-analisis yang menggambarkan effect size dari penelitian-penelitian pendidikan mengenai pengaruh model-model pembelajaran terhadap pemahaman konsep fisika siswa SMA. Model pembelajaran yang di bandingkan dalam penelitian meta-analisis ini adalah model pembelajaran Discovery Learning, Inkuiri, Kooperatif, Direct Instruction, dan Problem Based Learning. Model pembelajaran yang memiliki efektivitas tertinggi adalah model pembelajaran Langsung (Direct Instruction) dengan nilai rata-rata effect size 1.43 yang termasuk dalam kategori tinggi. Model pembelajaran lain yang juga memiliki nilai rata-rata effect size yang termasuk dalam kategori tinggi adalah model pembelajaran Inkuiri dengan nilai rata-rata effect size 1.39, model pembelajaran Kooperatif dengan nilai rata-rata effect size 1.11, model pembelajaran Discovery Learning dengan nilai rata-rata effect size 0.96, serta model pembelajaran Problem Based Learning dengan nilai rata-rata effect size 0.92. Kata kunci: Meta-Analisis; Discovery Learning; Inkuiri; Kooperatif; Direct Instruction; Problem Based Learning; Pemahaman Konsep; Fisika ABSTRACT The purpose of this study was to see the effectiveness of several learning models in improving the understanding of physics concepts for high school students. This research is a meta-analysis that describes the effect size of educational studies regarding the influence of learning models on the understanding of physics concepts for high school students. The learning models compared in this meta-analysis are the Discovery Learning, Inquiry, Cooperative, Direct Instruction, and Problem Based Learning learning models. The learning model that has the highest effectiveness is the Direct Instruction model with an average effect size value of 1.43 which is included in the high category. Other learning models that also have an average effect size value that is included in the high category are the Inquiry learning model with an average effect size value of 1.39, the Cooperative learning model with an average effect size value of 1.11, and the Discovery Learning learning model with an average value. the average effect size is 0.96, as well as the Problem Based Learning model with an average effect size value of 0.92. Keywords: Meta-Analysis; Discovery Learning; Inquiry; Cooperative; Direct Instruction; Problem Based Learning; Concept Understanding; Physics.


2021 ◽  
pp. 1932202X2110615
Author(s):  
Russell T. Warne

Recently, Picho-Kiroga (2021) published a meta-analysis on the effect of stereotype threat on females. Their conclusion was that the average effect size for stereotype threat studies was d = .28, but that effects are overstated because the majority of studies on stereotype threat in females include methodological characteristics that inflate the apparent effect size. In this response, I show that Picho-Kiroga et al. (2021) committed fundamental errors in their meta-analysis that undermine confidence in the article and warrant major corrections. But even if the data were not flawed, the conclusion that Picho-Kiroga et al. (2021) should have reached is that their results are most consistent with a population effect size of zero. There is no compelling evidence that stereotype threat is a real phenomenon in females.


2017 ◽  
Vol 31 (2) ◽  
pp. 137-159 ◽  
Author(s):  
Fuschia M. Sirois ◽  
Danielle S. Molnar ◽  
Jameson K. Hirsch ◽  
Mitja Back

The equivocal and debated findings from a 2007 meta–analysis, which viewed perfectionism as a unidimensional construct, suggested that perfectionism was unrelated to procrastination. The present meta–analysis aimed to provide a conceptual update and reanalysis of the procrastination–perfectionism association guided by both a multidimensional view of perfectionism and self–regulation theory. The random–effects meta–analyses revealed a small to medium positive average effect size ( r = .23; k = 43, N = 10 000; 95% confidence interval (95% CI) [0.19, 0.27]) for trait procrastination and perfectionistic concerns and a small to medium negative average effect size ( r = −.22; k = 38, N = 9544; 95% CI [−0.26, −0.18]) for procrastination and perfectionistic strivings. The average correlations remained significant after statistically accounting for the joint variance between the two perfectionism dimensions via semi–partial correlations. For perfectionistic concerns, but not perfectionistic strivings, the effects depended on the perfectionism measure used. All effects did not vary by the trait procrastination measure used or the respondent's sex. Our findings confirm that from a multidimensional perspective, trait procrastination is both positively and negatively associated with higher–order perfectionism dimensions and further highlights the value of a self–regulation perspective for understanding the cognitive, affective and behavioural dynamics that characterise these traits. Copyright © 2017 European Association of Personality Psychology


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