Data Visualization

Blog of the Data Visualization & Communication Course at OSB-AUB

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Child Labour Analysis

Child Labour Analysis

Child Labour Analysis

(UNICEF Data)

The purpose of our project is to examine the detrimental effects of child labor on the well-being, development, and rights of children, their families, and their communities, and to foster a deeper awareness of the issue. We also investigate which countries have the highest prevalence of child labor and whether there is any correlation between that and other factors.

 

This analysis examines the following aspects of child labor:

    • The prevalence and distribution of child labor by country and region
    • The characteristics and profiles of child laborers
    • The relationship between child labor and unemployment, literacy rate, and GDP per capita
    • The situation of child literacy among child laborers


Child Labour by Gender:

Child labor affects both boys and girls, but the types of work and prevalence may vary between genders. In some regions, boys are more likely to be engaged in hazardous or physically demanding work, while girls may be involved in domestic labor or other forms of work. The exact breakdown of child labor by gender depends on the specific country and its socio-economic conditions.

Trends from 2010 Onwards:

Global efforts have been made to combat child labor and improve the well-being of children worldwide. Organizations like the International Labour Organization (ILO) have been working to monitor and reduce child labor through various initiatives and campaigns.

While progress has been made, child labor remains a significant concern in many parts of the world. The trends have shown a gradual decline in child labor prevalence, but progress has not been uniform across all regions. Economic and social factors, as well as the implementation of policies and enforcement of labor laws, play a crucial role in determining the trends.

Top 5 Countries:

The countries with the highest prevalence of child labor can vary over time due to changing economic conditions, political factors, and efforts to address the issue. As of last update, some of the countries with higher incidences of child labor included:

    • Burkina Faso
    • Chad
    • Togo
    • Madagascar
    • Haiti

 



 

 

Child labor refers to work that is harmful to a child’s physical or mental development, deprives them of their childhood, and interferes with their education. It is a global concern that affects millions of children worldwide.

Child Labour % by Age Group:

  • Age 5-11: Children aged 5 to 11 years engaged in child labor 40%.
  • Age 12-14: Children aged 12 to 14 years involved in child labor 25%.
  • Age 15-17: Children aged 15 to 17 years involved in child labor 35%.

Child Labour % by Industry:

Child labor can be found in various industries, with some of the common ones being:

  • Agriculture: Including farming, fishing, and forestry.
  • Manufacturing: Such as textile, garments, and footwear production.
  • Mining and Quarrying: Involving the extraction of minerals and other resources.
  • Domestic Work: Child laborers working in private households.
  • Construction: Involving building and infrastructure projects.
  • Services: Including tourism, retail, and informal sectors.

Child Labour % by Region:

Child labor exists in many regions across the world, but its prevalence may vary. Some regions with higher rates of child labor have included:

  • Sub-Saharan Africa: Many countries in this region face significant child labor challenges.
  • South Asia: Particularly in countries like India, Pakistan, and Bangladesh.
  • Southeast Asia: Including countries like Indonesia and the Philippines.
  • Latin America and the Caribbean: Some countries in this region also struggle with child labor issues.
  • Certain parts of the Middle East and North Africa.

 



 

literacy rate, unemployment, and GDP per capita of a country can significantly impact child labor. Higher literacy rates can lead to increased awareness about the importance of education and child rights, reducing the likelihood of children being engaged in exploitative labor. When adults are employed and earning a decent income (reflected by a healthy GDP per capita), the financial pressure on families to send their children to work diminishes, enabling them to prioritize their education.

Conversely, in countries with low literacy rates, lack of awareness about child rights and education can perpetuate child labor. High unemployment rates may lead to more families resorting to child labor as a means of survival or supplementing household income. Additionally, low GDP per capita can indicate limited access to quality education and social services, further entrenching the cycle of poverty and child labor.

In summary, improving literacy rates, reducing unemployment, and increasing GDP per capita are vital for combating child labor effectively. Addressing these socio-economic factors can create an environment where children are protected, educated, and provided with opportunities to break free from the cycle of exploitation and poverty.