Context

The literacy rate is defined by the percentage of the population of a given age group that can read and write. The adult literacy rate corresponds to ages 15 and above, the youth literacy rate to ages 15 to 24. It is typically measured according to the ability to comprehend a short simple statement on everyday life.

Content

The dataset contains information about the literacy rates across the globe for various countries. It is grouped into 3 major categories, Total %, Male% and Female %. The dataset has 2 csv files. 1) Adults_15YrsAndUp.csv - Contains literacy rate information for Adults

2) Youth_15to24Yrs.csv - Contains literacy rate information for Youth

Acknowledgements

The dataset is sourced from Unicef.

Inspiration

Exploratory Data Analysis to find greater insights into the data.

Context

For a full picture of children’s school participation, UNICEF uses two sources of data: enrolment data, which are based on administrative records, and attendance data from household surveys. In half of all countries, data on primary and secondary education come from more than one source. All data on primary and secondary education used by UNICEF are based on official International Standard Classifications of Education (ISCED) and may deviate somewhat from those used by country-specific school systems.

Content

Definition of indicators Gender parity index – The ratio of female-to-male values of a given indicator. A GPI of 1 indicates parity between the sexes.

Literacy rate – Total number of literate persons in a given age group, expressed as a percentage of the total population in that age group. The adult literacy rate measures literacy among persons aged 15 years and older, and the youth literacy rate measures literacy among persons aged 15 to 24 years.

Out-of-school population – The total number of primary or lower secondary-school-age children who are not enrolled in primary (ISCED 1) or secondary (ISCED 2 and 3) education.

Pre-primary school gross enrolment ratio – Number of children enrolled in pre-primary school, regardless of age, expressed as a percentage of the total number of children of official pre-primary school age.

Primary school gross enrolment ratio – Number of children enrolled in primary school, regardless of age, expressed as a percentage of the total number of children of official primary school age.

Primary school net attendance ratio – Number of children attending primary or secondary school who are of official primary school age, expressed as a percentage of the total number of children of official primary school age. Because of the inclusion of primary-school-age children attending secondary school, this indicator can also be referred to as a primary adjusted net attendance ratio.

Primary school net enrolment ratio – Number of children enrolled in primary or secondary school who are of official primary school age, expressed as a percentage of the total number of children of official primary school age. Because of the inclusion of primary-school-age children enrolled in secondary school, this indicator can also be referred to as a primary adjusted net enrolment ratio.

Secondary school net attendance ratio – Number of children attending secondary or tertiary school who are of official secondary school age, expressed as a percentage of the total number of children of official secondary school age. Because of the inclusion of secondary-school-age children attending tertiary school, this indicator can also be referred to as a secondary adjusted net attendance ratio.

Secondary school net enrolment ratio – Number of children enrolled in secondary school who are of official secondary school age, expressed as a percentage of the total number of children of official secondary school age. The secondary net enrolment ratio does not include secondary-school-age children enrolled in tertiary education, owing to challenges in age reporting and recording at that level.

Survival rate to last primary grade – Percentage of children entering the first grade of primary school who eventually reach the last grade of primary school.

Acknowledgements

UNESCO, Education for All Global Monitoring Report 2013/14: Teaching and Learning – Achieving Quality for All, UNESCO, Paris, 2014. UNESCO Institute for Statistics, global databases, 2014. UNESCO Institute for Statistics, Global Education Digest 2012, Opportunities Lost: The impact of grade repetition and early school leaving, UIS, Montreal, 2012. UNICEF, The State of the World’s Children 2015: Reimagine the Future – Innovation for Every Child, UNICEF, New York, 2014.

Inspiration

Using various data visualization techniques one can see the country with the highest literacy rate. one can also group the country by continent to see if there is any impact on literacy.

In the past five decades, the global literacy rate among adults has grown from 67 percent in 1976 to 87.36 percent in 2023. In 1976, males had a literacy rate of 76 percent, compared to a rate of 58 percent among females. This difference of over 17 percent in 1976 has fallen to just seven percent in 2020. Although gaps in literacy rates have fallen across all regions in recent decades, significant disparities remain across much of South Asia and Africa, while the difference is below one percent in Europe and the Americas. Reasons for these differences are rooted in economic and cultural differences across the globe. In poorer societies, families with limited means are often more likely to invest in their sons' education, while their daughters take up a more domestic role. Varieties do exist on national levels, however, and female literacy levels can sometimes exceed the male rate even in impoverished nations, such as Lesotho (where the difference was over 17 percent in 2014); nonetheless, these are exceptions to the norm.

IntroductionThe concept of physical literacy has been defined differently across the world. To create a consensus statement and definition of physical literacy for England, it was felt important to incorporate the views and opinions of children and young people who are often the focus of interventions to increase physical activity and physical literacy. The aim of this qualitative study was to understand what physical literacy means to children by exploring their perceptions of meaningful physical activity and what they think will be needed to continue to be active for life.MethodsThrough a series of directed tasks and thematic analysis, several important considerations are discussed. These included the pertinence of social relationships-whether it was to share experiences, support and encourage friends, or learn from your family.Results and DiscussionChildren discussed how physical activity positively affects their emotions and the importance of enjoyment in continuing to engage in movement for the rest of their lives. In addition, there was an awareness of the benefits for mental and physical health, which indicated the prominence of knowing these benefits in engaging. The findings offer some important contributions from children to better understand what physical literacy means in England.

The Covid in Cartoons project engaged 15-18 year olds with political cartoons and cartoonists to foster processes of meaning-making in relation to the pandemic. Working with Cartooning for Peace and ShoutOut UK we engaged young people in building critical narratives of the crisis and its impact on their lives. We aimed to promote an inclusive, socially-responsive curriculum that supports young people's ability to cope in difficult circumstances. We used surveys, focus groups, and records of the participants' experiences in the form of workbooks to gather data. The project was led by Dr Fransiska Louwagie (PI) and Dr Diane Levine (Co-I), with postdoctoral associates Dr Kara Blackmore and Dr Sarah Weidman, and ran between January 2021 and July 2022. During the focus groups, Covid in Cartoons participants contributed to co-building a dictionary of words they felt were important in reflecting their Covid experience, and their responses to that experience.