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The vast nature of scientific publications brings out the importance of Literature-Based Discovery (LBD) research that is highly beneficial to accelerate knowledge acquisition and the research development process. LBD is a knowledge discovery workflow that automatically detects significant, implicit knowledge associations hidden in fragmented knowledge areas by analysing existing scientific literature. Therefore, the LBD output not only assists in formulating scientifically sensible, novel...
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Data governance refers to the exercise of authority and control over the management of data. The purpose of data governance is to increase the value of data and minimize data-related cost and risk. Despite data governance gaining in importance in recent years, a holistic view on data governance, which could guide both practitioners and researchers, is missing. In this review paper, we aim to close this gap and develop a conceptual framework for data governance, synthesize the literature, and...
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I’m Dr Björn Haßler, one of the three Directors of Research for the programme. Research, and particularly at-scale research, is a core focus for the #EdTechHub and that’s why we have three Directors of Research, who will also introduce themselves. I am — we all are — extremely happy that we have been awarded the programme. We, like all our competitors, worked hard for around 1.5 years until the final submission. However, this work paid off! It means we can get going on the important mission.
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The document contains the keyword inventory used for automated searching. This file is now superseeded by DOI: 10.5281/zenodo.3908363, see https://docs.edtechhub.org/lib/55A44ZRB.
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The proposed Education for Employment Sector Development Program (EESDP) will strengthen human capital in the Lao People's Democratic Republic (Lao PDR) and support inclusive growth and economic diversification. The policy-based loan will support reforms to align secondary education, technical and vocational education and training (TVET), and higher education with the country's workforce needs. This includes enhancing the role of secondary education in preparing youth for employment.
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Technologies and methods to speed up the production of systematic reviews by reducing the manual labour involved have recently emerged. Automation has been proposed or used to expedite most steps of the systematic review process, including search, screening, and data extraction. However, how these technologies work in practice and when (and when not) to use them is often not clear to practitioners. In this practical guide, we provide an overview of current machine learning methods that have...
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In How Change Happens, Cass Sunstein explores the mechanisms through which social change can occur, the triggers that can cause it, and the pitfalls along the road to change. For Sunstein, small influences, which arise through what he has called “nudges,” can have large impacts, particularly where they indicate that support for existing norms has fallen. When this occurs, it can reveal hidden preferences that might have existed all along, but individuals were discouraged from making them...
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Recent macroeconomic and financial developments Growth in Malawi’s economy decelerated in 2020 to 1.7% from 5.7 % in 2019. The slowdown in GDP growth was driven by the outbreak of COVID–19, which necessitated a partial lockdown of the economy, resulting in subdued economic activities—mainly in tourism, the accommodation and food subsectors, transportation, and agriculture. Other sectors affected by disruptions from the COVID–19 pandemic disruptions were manufacturing and mining and quarrying.
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Children in developing countries often lack sufficient support for early learning skills prior to beginning school. This research evaluates an educational media intervention using an animated cartoon program, Akili and Me. The program was originally created in Tanzania to teach early learning skills. This program was adapted in content and language use in this study in Rwanda. The two-week intervention involved primary school students (mean age = 7.1 years) who were randomized into two...
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There are a growing number of large-scale educational randomized controlled trials (RCTs). Considering their expense, it is important to reflect on the effectiveness of this approach. We assessed the magnitude and precision of effects found in those large-scale RCTs commissioned by the UK-based Education Endowment Foundation and the U.S.-based National Center for Educational Evaluation and Regional Assistance, which evaluated interventions aimed at improving academic achievement in K?12 (141...
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We study the impact of a personalized technology-aided after-school instruction program in middle-school grades in urban India using a lottery that provided winners with free access to the program. Lottery winners scored 0.37 sigma higher in math and 0.23 sigma higher in Hindi over just a 4.5-month period. IV estimates suggest that attending the program for 90 days would increase math and Hindi test scores by 0.6 sigma and 0.39 sigma respectively. We find similar absolute test score gains...
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