30 extractive question-and-answer pairs built from Literacy | Our World in Data, published by ourworldindata.org. Every answer is a verbatim span of text the source prints, and each row carries the passage it sits in, its offset in that passage, the source quote, the page and the location in the document, so any row can be checked against the original. 21 of the 30 pairs (70.0%) are explanatory questions and 9 restate a figure. 100.00% of rows pass the corpus quality gate.
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First 10 of 30 rows
| question | answer | context | answer_start | question_type | knowledge_quality_score | source_quote | source_page | source_location | confidence | validation_status |
|---|---|---|---|---|---|---|---|---|---|---|
| What does the 'indirect estimates' category primarily rely on? | estimates that rely on indirect evidence from educational attainment, usually based on the highest degree of completed education. | (To explore changes across time, use the slider underneath the map.) The breakdown covers four categories: self-reported literacy declared directly by individuals, self-reported literacy declared by the head of the household, tested literacy from proficiency examinations, and indirect estimation or extrapolation. In most cases, the categories covering 'self-reports' correspond to estimates of literacy that rely on answers provided to a simple yes/no question asking people if they can read and write. The category 'indirect estimates ' corresponds mainly to estimates that rely on indirect evidence from educational attainment, usually based on the highest degree of completed education. Inthis table, you will find details regarding all literacy definitions and sources, country by country, and how we categorized them for the purpose of this chart. | 562 | definition | 1.000 | The category 'indirect estimates ' corresponds mainly to estimates that rely on indirect evidence from educational attainment, usually based on the highest degree of completed education. Inthis table, you will find details regarding all literacy definitions and sources, country by country, and how we categorized them for the purpose of this chart. | p[35] | 0.700 | valid | |
| What definition of literacy is often used in historical research on education? | the percentage of men and women who could sign documents | The following visualization shows the spread of literacy in Europe since the 15th century, based on estimates from Buringh and Van Zanden (2009). As can be seen, the rising levels of education in Europe foreshadowed the emergence of modern societies. Particularly fast improvements in literacy took place across Northwest Europe in the period 1600-1800. As we discuss below, widespread literacy is considered a legacy of the Age of Enlightenment. The next chart shows historical estimates of literacy in England over the last five centuries. The historical estimates are based on the percentage of men and women who could sign documents, a very basic definition of literacy that is often used in historical research on education. The first observations refer to men and women in the diocese of Norwich, which lies to the Northeast of London. | 580 | definition | 1.000 | The historical estimates are based on the percentage of men and women who could sign documents, a very basic definition of literacy that is often used in historical research on education. | p[12] | 0.700 | ||
| What is the definition of numeracy? | the ability to understand and work with numbers | This visualizationshows the ratio of the literacy rate between young women and men around the world. Numeracy is the ability to understand and work with numbers. The visualization shows how this ability became more common in populations around the world based on a very basic definition of numeracy, the ability to state one's own age correctly. | 113 | definition | 0.980 | Numeracy is the ability to understand and work with numbers. | p[35] | 0.850 | valid | |
| Why can literacy surveys be more accurate when sampling is done correctly? | they allow for more specific and detailed measurement than short and generic questions in population censuses | Here, we can see that most countries use sampling instruments (coded as 'Survey' on the map), although in the past census data was more common. Literacy surveys have the potential of being more accurate – when the sampling is done correctly – because they allow for more specific and detailed measurement than short and generic questions in population censuses. As mentioned above, recent data on literacy is often based on a single question included in national population censuses, or household surveys presented to respondents above a certain age, where literacy skills are self-reported. | 251 | relationship | 0.970 | Literacy surveys have the potential of being more accurate – when the sampling is done correctly – because they allow for more specific and detailed measurement than short and generic questions in population censuses. | p[48] | 0.800 | valid | |
| What do countries with high literacy rates tend to perform better in? | the basic literacy test included in the DHS surveys (this test requires survey respondents to read a sentence shown to them) | As average years of education go up in a country, literacy rates also increase. Countries with high literacy rates also tend to have higher results in the basic literacy test included in the DHS surveys (this test requires survey respondents to read a sentence shown to them). As we can see in the chart, but these two variables are closely related. | 151 | relationship | 0.970 | Countries with high literacy rates also tend to have higher results in the basic literacy test included in the DHS surveys (this test requires survey respondents to read a sentence shown to them). | p[48] | 0.800 | valid | |
| What does a high literacy rate among younger generations suggest for the future? | the literacy rate for the overall population will continue to increase | To assess the extent to which progress can be expected in the years to come, it is convenient to break down literacy estimates by age groups. The following map, using data from UNESCO, shows such estimates for most countries in the world. As can be seen, in the majority of nations, there is a large difference in literacy rates across generations. These large differences across generations point to a global trend: the high literacy rate among the youth indicates that as time passes, the literacy rate for the overall population will continue to increase. We highlighted above the fact that most low and middle-income countries feature large differences in literacy rates across generations. The visualization shows specifically how remarkably large these differences are in Northern Africa and the Middle East. | 487 | relationship | 0.970 | These large differences across generations point to a global trend: the high literacy rate among the youth indicates that as time passes, the literacy rate for the overall population will continue to increase. | p[24] | 0.700 | ||
| What does the relationship between educational attainment and literacy indicate? | literacy rates tend to be much higher in countries where people tend to have more years of education. | The correlation between educational attainment and literacy holds across countries and over time. The next chart shows this by plotting changes in literacy rates and average years of schooling. Each country in this chart is represented by a line, where the beginning and end points correspond to the first and last available observation of these two variables over the period of available data, which varies from country to country. Before 1990, almost all observations correspond to census data. As we can see by the arrows pointing to the top-right corner, literacy rates tend to be much higher in countries where people tend to have more years of education. As average years of education go up in a country, literacy rates also increase. | 559 | relationship | 0.970 | As we can see by the arrows pointing to the top-right corner, literacy rates tend to be much higher in countries where people tend to have more years of education. As average years of education go up in a country, literacy rates also increase. | p[48] | 0.700 | ||
| Why does using the ability to sign official documents underestimate literacy rates? | the number of people who could read was higher than the number who could write | Other historical sources used to estimate literacy is to calculate theshare of people who could sign official documents(e.g., court documents, marriage certificates, etc.). As the researcher Jeremiah Dittmarexplains, this approach only gives a lower bound of the estimates because the number of people who could read was higher than the number who could write. other methods have been proposed in order to rely on historical estimates of people who could read. researchers Eltjo Buringh and Jan Luiten van Zanden deduceliteracy rates from estimated per capita book consumption.8As Buringh and Van Zanden show, their estimates based on book consumption are different but still fairly close to alternative estimates based on signed documents. An overview of the academic literature on the historical origins and spread of literacy can be found in Easton, P. | 281 | relationship | 0.970 | As the researcher Jeremiah Dittmarexplains, this approach only gives a lower bound of the estimates because the number of people who could read was higher than the number who could write. | p[56] | |||
| How did world literacy rates change until the beginning of the twentieth century? | grew constantly but rather slowly | While the earliest forms of written communication date back to about 3,500-3,000 BCE, for centuries literacy remained a very restricted technology closely associated with the exercise of power. It was only during the Middle Ages that book production started growing, and literacy among the general population slowly started becoming important in the Western World. While the ambition of universal literacy in Europe was a fundamental reform born from theEnlightenment, it took centuries for it to happen. It was only in the 19th and 20th centuries that rates of literacy approached universality in early-industrialized countries. The following visualization presents estimates of world literacy from the early nineteenth century until the current day. As we can see, literacy rates grew constantly but rather slowly until the beginning of the twentieth century. | 782 | summary | 0.970 | As we can see, literacy rates grew constantly but rather slowly until the beginning of the twentieth century. | p[0] | 0.700 | valid | |
| What is literacy considered an important indicator of? | a population’s education | Literacy is a key skill and a key measure of a population’s education. In this topic page, we discuss historical trends, as well as recent developments in literacy. From a historical perspective, literacy levels for the world population have risen drastically in the last couple of centuries. While only one in ten people in the world could read and write in 1820,today, the share has reversed, with only one in ten remaining illiterate. Despite large improvements in the expansion of basic education and the continuous reduction of education inequalities, there are substantial challenges ahead. The poorest countries in the world, where basic education is most likely to be a constraint for development, still have very large segments of the population who are illiterate. | 45 | definition | 0.940 | Literacy is a key skill and a key measure of a population’s education. | p[0] | 0.700 | valid |
Read straight from the file — download or use the API URL for the full dataset.
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