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Automation of the parts of systematic review process, specifically the data extraction step, may be an important strategy to reduce the time necessary to complete a systematic review. However, the state of the science of automatically extracting data elements from full texts has not been well described. This paper performs a systematic review of published and unpublished methods to automate data extraction for systematic reviews.
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The large and growing number of published studies, and their increasing rate of publication, makes the task of identifying relevant studies in an unbiased way for inclusion in systematic reviews both complex and time consuming. Text mining has been offered as a potential solution: through automating some of the screening process, reviewer time can be saved. The evidence base around the use of text mining for screening has not yet been pulled together systematically; this systematic review...
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I gathered 77 randomized experiments (with 111 treatment arms) that evaluated the effects of school-based interventions on learning in developing-country primar...
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Evaluation of educational interventions is necessary prior to wide-scale rollout. Yet very few rigorous studies have been conducted on the effectiveness of tablet-based interventions, especially in the early years and in developing countries. This study reports a randomized control trial to evaluate the effectiveness of a tablet intervention for supporting the development of early mathematical skills in primary school children in Malawi. A total sample of 318 children, spanning Standards...
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Sector learning refers to the processes and mechanisms in place at sector level to ensure that actors are capable of jointly reflecting on current service delivery and identifying problems, developing solutions, and spreading successes. Sector learning goes hand in hand with adaptive management, a structured process of translating learning into action.
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Jamila Razzaq explores three models of community-supported education—in a state of fragility, in a socially conservative area experiencing resistance to girls’ education, and in an urban slum area—to explain the diverse reality of girls' education in Pakistan. She presents a set of recommendations to the government to establish complementary frameworks for promoting girls’ education and recommends a process framework to NGOs that is suitable for establishing flexible and responsive education service models.
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The Dimensional Change Card Sort (DCCS) is a widely used measure of executive function in children. In the standard version, children are shown cards depicting objects that vary on two dimensions (e.g., colored shapes such as red rabbits and blue boats), and are told to sort them first by one set of rules (e.g., shape) and then by another (e.g., color). Most 3-year-olds persist in sorting by the pre-switch rules, whereas 5-year-olds switch flexibly. We conducted a meta-analysis of standard...
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This article systematically reviews what is known empirically about the association between executive function and student achievement in both reading and math and critically assesses the evidence for a causal association between the two. Using meta-analytic techniques, the review finds that there is a moderate unconditional association between executive function and achievement that does not differ by executive function construct, age, or measurement type but finds no compelling evidence...
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Web design technology arises from continued technological trend of computing. Globally the rise of application of information communication technology to the learning programme of primary schools is not much emphasized on. There is empirical evidence to prove that information communication technology is highly beneficial wherever it is applied. The study aimed at designing and developing a web based system of learning that can enhance the academic and social growth of lower primary school...
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Globally the important role played by the use of Information and Communication Technology (ICT) in educational institutions has grown with states putting heavy investments in the purchase of ICT equipment and providing internet access for students and teachers. The Kenya government has been encouraging the adoption of ICT in schools. However, it is not clear to what extent this has been implemented. In Mukurwe-ini Sub County the implementation of ICT has not been effective as evidenced by...
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Existing systems of education have some elements promoting learning as an objective, but are mainly coherent as systems only around enrollment targets. This paper builds an accountability framework of actors and the four design elements of accountability (delegation, financing, information and motivation) to emphasize that effectiveness in promoting learning requires systems of education that are coherent, in two ways. First, each accountability relationship has to be coherent across its...
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This article examines the impacts of a partial year of implementation of Learning to Read in a Healing Classroom (LRHC), a curricular and social-emotional teacher professional development intervention in southeastern Democratic Republic of the Congo, on teacher professional well-being. Using a cluster-randomized control trial, this study assesses LRHC impacts on a sample of 346 teachers from 64 primary schools. We find statistically significant increases in job dissatisfaction for female...