Education: Mega Trends and Opportunities in Africa

Center for Global Development
arc beats above · slides in the middle · loops below · scroll → 2 LOOPS
SETUP TENSION ANALYSIS EVIDENCE RESOLUTION APPENDIX
HOVER FOR DETAILS · CLICK A SLIDE FOR FULLSCREEN · STEP 5
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Slide 1
This is the cover page/abstract of a working paper.summarize
Open slide detailBeat · Situation & Context
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front_matter
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front_matter
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This is a page from a research paper or report, likely an academic or policy document.establish_context
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This appears to be a page from a formal research report or white paper.summarize
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Open slide detailBeat · Problem & Complication
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This slide serves as a literature review summary and methodology introduction.summarize
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Page 6 of a report, detailing methodology for systematic review.summarize
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This appears to be a page from a formal report or academic paper, likely an appendix or methodology section.summarize
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This page appears to be a text-heavy appendix or methodology section from a research report.summarize
Open slide detailBeat · Problem & ComplicationLoop · Cost Of Inaction
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This appears to be a page from a research paper or report, not a standard consulting deck slide.summarize
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This appears to be a page from a report or academic paper, not a standard consulting deck slide.summarize
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This appears to be a page from a report or academic paper, likely an appendix or literature review section.summarize
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The slide contains academic citations and summaries of various studies on teacher effectiveness.cite_precedent
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The slide is a text-heavy page from a report, likely an appendix or literature review section.cite_precedent
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This appears to be a page from a report or academic paper, focusing on literature review and evidence synthesis.summarize
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This appears to be a page from a research report or academic paper, given the extensive citations and footnote.appendix
Open slide detailBeat · Problem & ComplicationLoop · Cost Of Inaction
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This page appears to be a continuation of a literature review or methodology appendix, citing various studies on educational interventions.summarize
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This page is a text-heavy appendix page citing various studies (De Walque, Akresh, Benhassine, Baird, Adelman, Carneiro, Beasley, Mbiti, Blimpo, Evans and Yuan)cite_precedent
Open slide detailBeat · Problem & ComplicationLoop · Cost Of Inaction
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This page appears to be from a literature review or academic report, citing numerous studies.summarize
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Open slide detailBeat · Problem & Complication
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This is a text-heavy page from a report, likely an appendix or literature review section.summarize
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This appears to be a page from a research paper or report, specifically page 21.summarize
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This slide appears to be a page from a report or academic paper, focusing on synthesizing evidence from multiple studies.summarize
Open slide detailBeat · Problem & Complication
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This slide serves as a critical review of the existing evidence base in education economics.summarize
Open slide detailBeat · Evidence & Proof
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The slide is a page from a report or book, containing a section header, body text, a footnote, and a page number.summarize
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appendix
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Page number 26 at the bottom.appendix
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Page 27 of a larger document, containing a bibliography.appendix
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Page number 28 at the bottom.appendix
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Page number 29 at the bottom.appendix
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This is a bibliography page from a research deck.appendix
Open slide detailBeat · Evidence & Proof
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This is a bibliography page.appendix
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This is a bibliography page.appendix
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Page number 33 at the bottom.appendix
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Page 34 of a larger document.appendix
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Page number 35 at the bottom.appendix
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appendix
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This is a bibliography page.cite_precedent
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Page number 38 at the bottom.appendix
Open slide detailBeat · Evidence & ProofLoop · Jobs To Be Done
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Page 39 of a document, containing a bibliography.appendix
Open slide detailBeat · Evidence & ProofLoop · Jobs To Be Done
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Page number 40 at the bottom.appendix
Open slide detailBeat · Evidence & ProofLoop · Jobs To Be Done
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The table lists 23 countries plus an average row, with 6 columns of data per row.analyze_data
Open slide detailBeat · Evidence & ProofLoop · Jobs To Be Done
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Page number 42 indicates this is an appendix or supplementary material page.analyze_data
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Page number 43 at the bottom.analyze_data
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The chart displays the 10th, 25th, median, 75th, and 90th percentiles, along with a dashed line representing the average or a specific subset.analyze_data
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The chart displays 10th, 25th, 50th (median), 75th, and 90th percentiles, along with a dashed line representing the percentage of countries with data.analyze_data
Open slide detailBeat · Evidence & ProofLoop · Jobs To Be Done
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Page number 47 at the bottom.analyze_data
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The chart uses a trend line to show the global relationship between economic development and educational outcomes.analyze_data
Open slide detailBeat · Evidence & ProofLoop · Jobs To Be Done
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The chart uses a trend line to show the global relationship, with Sub-Saharan African countries highlighted in gold.analyze_data
Open slide detailBeat · Evidence & Proof
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The map highlights Kenya as the country with the highest number of studies (41).analyze_data
Open slide detailBeat · Evidence & Proof
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The slide includes a detailed note explaining the methodology for categorizing outcomes and the sample size.analyze_data
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The chart uses color-coding to distinguish between four targeting levels. The note clarifies that interventions can target more than one group, explaining why tanalyze_data
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appendix
Open slide detailBeat · Evidence & Proof
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Contains academic citations and methodological discussion on Mincerian regressions and wage-worker bias.appendix
Open slide detailBeat · Evidence & Proof
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This appears to be a page from a report or academic paper, indicated by the page number 55 at the bottom.summarize
Open slide detailBeat · Evidence & Proof
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The table uses the Mincerian wage equation as a common methodological framework across most studies.appendix
Open slide detailBeat · Evidence & Proof
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The table lists 7 distinct studies (Kuepié and Nordman, Lehmann-Uschner, Pellicer, Salisbury, Samahiya, Serneels et al., Woldehanna and Araya).cite_precedent
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appendix
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The table provides a structured overview of study methodology and key findings for evidence-based policy analysis.analyze_data
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The table appears to be a literature review or evidence matrix for educational policy research.cite_precedent
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The table appears to be a continuation from a previous page, as the first row is incomplete.cite_precedent
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Page number 62 at the bottom.summarize
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The table appears to be an appendix exhibit documenting literature review sources.cite_precedent
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The table appears to be a continuation from a previous page, as the first row lacks a study citation.cite_precedent
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The table appears to be a literature review or evidence matrix for educational research.cite_precedent
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The slide contains a single row table summarizing a study methodology and outcome.cite_precedent
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The table is truncated at the bottom.appendix
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The slide is a continuation of a table, likely from an appendix, detailing study methodology and outcomes.cite_precedent
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The table appears to be a continuation from a previous page, as the first row is cut off.cite_precedent
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The table appears to be a continuation from a previous page, as the first row starts mid-sentence.cite_precedent
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The slide is a continuation of a table, likely from an appendix or literature review section.cite_precedent
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The slide appears to be a page from an academic or policy report appendix.cite_precedent
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Page number 73 at the bottom.cite_precedent
Open slide detailBeat · Impact & Next Steps
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The table appears to be a continuation from a previous page given the cut-off text in the top row.cite_precedent
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The table provides evidence for the efficacy of various ed-tech interventions in African school settings.cite_precedent
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The table appears to be a continuation from a previous page, as the first row is truncated.cite_precedent
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The table lists six specific studies (Jere-Folotiya et al., John et al., Johnston and Ksoll, Kotze et al., Lysenko et al., and Piper et al.) evaluating in-schoocite_precedent
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The slide appears to be a continuation of a table from a previous page, as the first row starts mid-sentence.cite_precedent
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The table lists studies, data sources, identification strategies, and key effects for school construction interventions.cite_precedent
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The table appears to be a continuation or a specific excerpt from a larger literature review or evidence matrix.cite_precedent
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The table provides a structured overview of experimental and quasi-experimental research on educational inputs.appendix
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The table appears to be a continuation from a previous page, as the first row starts mid-sentence.cite_precedent
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Page number 83 at the bottom.appendix
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The table lists studies by Evans et al., Eyal and Woolard, de Walque and Valente, Haushofer and Shapiro, Kilburn et al., and Pellerano et al.cite_precedent
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The slide appears to be a snippet from a larger report, focusing on the Sabates et al. 2019 study.cite_precedent
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Page number 86 at the bottom.appendix
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Page number 87 at the bottom.appendix
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The table appears to be a continuation of a larger literature review or evidence matrix.cite_precedent
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The slide is a structured literature review table.cite_precedent
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The table appears to be a continuation from a previous page, as the first row is cut off.cite_precedent
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The text appears to be a snippet from a larger table or document, likely discussing educational policy outcomes.summarize
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Page number 92 at the bottom.summarize
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Page number 93 indicates this is part of an appendix or reference section.cite_precedent
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The slide is a single row table summarizing a specific academic study.cite_precedent
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The table lists study details, data sources, identification strategies, and key effects.appendix
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The table appears to be a continuation from a previous page, as the first row starts mid-sentence.cite_precedent
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Page number 97 included at bottom.summarize
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The table lists specific studies (Romero and Sandefur 2019, Wamalwa and Burns 2018, Zuilkowski et al. 2020) and their methodologies/findings.cite_precedent
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Data were not available for the Seychelles.analyze_data
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