Data Visualization

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

This is my favorite part about analytics: Taking boring flat data and bringing it to life through visualization” John Tukey

Early childhood pregnancies – Adolescence 15-19 years: A look at India vs China

Early childhood pregnancies – Adolescence 15-19 years: A look at India vs China

Early childhood pregnancies – Adolescence 15-19 years: A look at India vs China
Problem: Adolescent pregnancy
Early childbearing or pregnancy is a global issue. It is estimated that 13% of adolescent girls aged 15 to 19 give birth before they turn 18. Early pregnancy negatively affects their education, livelihoods, and health, as girls often drop out of school, hindering their career aspirations, employment prospects, and opportunities. There are social and health consequences of adolescent pregnancy that can lead to stigmatization, rejection, violence, and early marriage.

Map of India and China – Average Adolescent Fertility Rate (births per 1000 women aged 15-19 yrs) 1979 to 2022 (China vs India) Map

Problem Evidence: A review of adolescent fertility rate in India vs China

Adolescent Fertility Rate (births per 1000 women aged 15-19 yrs) 1979 to 2022 (China vs India)

• In 2022, China’s adolescent fertility was 5 births per 1000 women. The highest rate was recorded in 1987 at 30 births per 1000 women.
• Comparatively, India had 14 births per 1000 women in the same year. In 1982, India recorded the highest fertility rate of 161 births per 1000 teenage women. The global average rate from 1979 to 2022 was 34.56 births per 1000 women!
• In 2022, India overtook China to become the world’s most populous country at 1.46 billion people
Potential Solution: Education, Social Support and Legislative Reforms
The Indian government recognizes the factors contributing to adolescent pregnancy and that the determinants for addressing this issue revolve around government policies, access to reproductive health education, social awareness, social support systems, and legislative reforms.
Solution Details
• Reproductive Education: The Indian government should integrate reproductive health education into the national curriculum to address taboos and promote safe reproduction practices. The lack of sexual reproductive health knowledge increases the risk of adolescent pregnancy.
• Strengthen Social Support Institutions: The government should establish youth-friendly reproductive health systems to promote and support teenage women. These systems can work to distribute contraceptives, provide family planning methods, offer early pregnancy diagnosis, and deliver counseling on pregnancy options.
• Community Awareness Programs: Parents, teachers, and social workers should actively participate in reproductive health awareness programs. Local authorities can monitor the prevalence and prevent child marriages.
Solution Evidence
• In contrast, the Chinese government implemented the one-child policy from 1979 until 2016. Although this policy may not have directly influenced the adolescent fertility rate, it maintained a stable population growth rate. This demonstrates that government interventions are effective.

Adolescent Fertility Rate, India vs China, 1979 to 2022

• The UNFPA China policy brief on ending unintended pregnancies among Chinese Youth by 2030 also offers solution strategies implemented by China.
• In Uganda, the government and UNICEF are implementing a four-year national strategy to end child marriage and teenage pregnancy from 2022-2023 to 2026-2027. This policy responds to a sharp increase in adolescent pregnancies in 2020, with a rise of 25% among those aged 15-19 years and 366% among those aged 10-14 years.
• Mexico developed two strategies, the National Strategy for the Prevention of Teen Pregnancy and a Model of Comprehensive Care in Sexual and Reproductive Health for Adolescents. Between 2014 and 2018, the adolescent fertility rate slightly decreased from 77.0 to 70.6 births per 1,000 women aged 15-19.
Recommendation: Way Forward
India can draw similarities from other countries and implement policies that suit Indian society. The following are recommended strategies to mitigate adolescent pregnancies:
a. Promulgate and Strengthen laws prohibiting early child marriages such as the Prohibition of Child Marriage Act 2006.
b. Establish information repositories or databases on teenage pregnancies to set up early warning systems. This information can be used to conduct studies and design targeted interventions.
c. Integrate reproductive health education in the national education curriculum
d. Establish strong social support systems to promote awareness, welfare support and community involvement.

References:

1. DTE, 2025. Combating Adolescent Pregnancy in India. Retrieved from https://www.drishtiias.com/daily-updates/daily-news-analysis/combating-adolescent-pregnancy-in-india
2. Estrade, Fatima et al, 2022. Public policy on the prevention of subsequent adolescent pregnancy: what type of policy prevails? Retrieved from https://scielosp.org/article/csp/2022.v38n9/e00025922/en/
3. Government of Uganda, 2022. THE NATIONAL STRATEGY TO END CHILD MARRIAGE AND TEENAGE PREGNANCY 2022/2023 – 2026/2027 – “A SOCIETY FREE OF CHILD MARRIAGE AND TEENAGE PREGNANCY”. Retrieved from https://www.unicef.org/uganda/media/13666/file/National%20Strategy%20to%20end%20Child%20marriage%20and%20Teenage%20Pregnancy%202022-2027.pdf
4. UNFPA China, 2013. Ending Unintended Pregnancies among Chinese Youth by 2030. Retrieved from https://china.unfpa.org/sites/default/files/pub-pdf/Ending%20Unintended%20Pregnancies%20among%20Chinese%20Unmarried%20Youth%20by%202030-Final.pdf

Addressing the Global and Arab Crisis of Out-of-School Girls”

Addressing the Global and Arab Crisis of Out-of-School Girls”

 

 

 

“Imagine a world where millions of young girls wake up every day without access to education. A world where poverty, cultural barriers, and systemic challenges prevent them from achieving their full potential. Unfortunately, this is not a hypothetical scenario—it is the reality for over 130 million girls worldwide. Today, we will explore the global and Arab crisis of out-of-school girls, the factors contributing to this crisis, and the urgent actions needed to ensure education for all.”

A Growing Global Crisis

Across the world, millions of young girls wake up every day without the opportunity to go to school. The reality is harsh—education, a fundamental human right, remains an unfulfilled dream for far too many. The latest figures paint a troubling picture of widespread educational exclusion, particularly in Africa and parts of Asia.

The top 10 most affected countries include:

  • Burkina Faso, Gambia, Niger, Guinea, Morocco, Senegal, Central African Republic, Burundi, and Oman.
  • These nations struggle with deep-rooted economic, cultural, and political challenges that have made female education difficult to sustain.

In the Arab world, the situation is equally concerning. Countries such as Oman, Kuwait, Bahrain, Syria, and the UAE rank among the highest in terms of out-of-school female children. This raises questions about the barriers preventing equal education despite economic development in these regions.

Key Challenges Behind the Education Gap

  1. Economic Hardships
    • Many families in poverty-stricken regions prioritize boys’ education over girls’.
    • Girls are often expected to help with domestic work or contribute financially through child labor.
    • School fees, lack of resources, and additional costs (e.g., uniforms, transportation) make education unaffordable.
  2. Cultural and Social Barriers
    • Deep-seated gender norms discourage female education in many societies.
    • Early marriages prevent girls from continuing their schooling, trapping them in cycles of dependency.
    • Parental concerns about safety and lack of female-friendly school environments further discourage enrollment.
  3. Infrastructure and Accessibility Issues
    • Many rural communities lack schools within reasonable travel distances.
    • Poor transportation options make it unsafe for girls to attend school, especially in remote or conflict-prone areas.
    • Lack of basic facilities like separate restrooms for girls contributes to dropout rates.
  4. Conflict and Political Instability
    • Wars and crises in countries like Syria and parts of Africa have displaced millions, disrupting educational systems.
    • Refugee girls are among the most affected, with limited access to formal schooling.
  5. Weak Policy Enforcement
    • Despite international agreements on education rights, many countries lack strict enforcement mechanisms.
    • Governments often fail to prioritize investment in female education, leading to stagnation in literacy and empowerment efforts.

The Way Forward: Urgent Actions and Solutions

  1. Government and Policy Reforms
    • Enforce free and compulsory education laws for both genders.
    • Provide financial incentives for families to keep girls in school.
    • Ensure school safety policies to protect girls from harassment and violence.
  2. Economic Support for Families
    • Establish scholarship programs for low-income girls.
    • Introduce conditional cash transfer programs, rewarding families for school attendance.
  3. Community Engagement & Cultural Shifts
    • Conduct awareness campaigns challenging harmful gender norms.
    • Involve local leaders and influencers to advocate for girls’ education.
  4. Infrastructure Development
    • Build more accessible schools in rural areas.
    • Improve transportation options and safety for school-going girls.
    • Ensure availability of sanitation facilities to create a welcoming learning environment.
  5. Leveraging Technology
    • Promote online learning programs for girls in remote areas.
    • Distribute free digital learning materials through mobile and internet-based platforms.
  6. NGO and Private Sector Collaborations
    • Encourage public-private partnerships to fund school projects.
    • Work with international organizations to provide teacher training and quality resources.

Conclusion: A Shared Responsibility

The crisis of out-of-school female children is not just about education—it’s about economic progress, gender equality, and the future of societies. Without urgent action, millions of girls will continue to be deprived of opportunities, impacting generations to come.

However, change is possible. By investing in girls’ education, nations can break the cycle of poverty, empower future leaders, and build more resilient economies. Every girl deserves the chance to learn, grow, and achieve her full potential—because when we educate girls, we empower entire nations.

It is time to act. Let’s break the barriers together.

 

Fossil Fuel Consumption Across Countries: A Global Concern

Fossil Fuel Consumption Across Countries: A Global Concern

Fossil Fuel Consumption Across Countries: A Global Concern

  1. Problem: High Fossil Fuel Consumption and Its Consequences

Fossil fuel consumption is considered as a major contributor to the global environmental challenges, including climate change, air pollution, and resource depletion. Countries with high levels of consumption often rely on non-renewable energy sources, leading to concerns regarding the long term sustainability.

  1. Problem Evidence: The Reality of Fossil Fuel Consumption

– The bar charts show that countries such as the United States, China, and India are among the highest countries in terms of fossil fuel usage.

– A global heat-map shows in comparison that industrialized and high- income regions tend to consume more than developing nations.

– Trends from the line charts suggest that while some developed countries are reducing fossil fuel dependence, many emerging economies show a steady increase in usage over time.

  1. Potential Solution: The Transition to Renewable Energy and Sustainable Policies

To reduce the dependence on the fossil fuels, countries must invest in clean energy alternatives, adopt stricter environmental policies, and encouraging embracing energy efficiency programs.

  1. Solution Details

Legal Re-forms & New Regulations: Governments must enforce stricter policies on fossil fuel emissions and usage.

Investing in The Renewable Energy: By the expansion of solar, wind, and hydropower infrastructure to minimize reliance on coal and oil.

Economic Incentives: Providing financial support for businesses and individuals whose adopting the green energy solutions.

Spreading environmental impact awareness: Should give more education for citizens about the importance of reducing energy waste and transitioning to sustainable and renewable sources of energy.

Corporate Responsibility: Companies should use more greener production and manufacturing methods and invest in low-carbon technologies.

  1. Solution Evidence and Examples

– Some of the countries like Germany and UK have already reduced fossil fuel consumption and emissions by moving to using renewable energy sources.

– Putting Carbon tax policies in some nations have resulted in a decline in fossil fuel usage due to lower needs in certain areas.

– Some studies have shown that investing in clean energy infrastructure lead to long-term reductions in the greenhouse gas emissions.

  1. Conclusion and Recommendation:

Now Governments, organizations, and individuals must take a step forward and all collaborate and unite to work on reducing the need for fossil fuel energy, and consumption.

Key actions will include:

  • Reinforcing laws and regulations regarding fossil fuel emissions.
  • Increase the access to affordable and renewable sources energy.
  • Offering financial support and encouraging cleaner energy adoptions.
  • Increasing public education and awareness on energy conservation and usage.
  • Holding corporations responsible for environmental sustainability by minimizing emissions and other relevant missions.

By applying these policies, we can work towards a cleaner, more sustainable future, ensuring energy security and ensuring the environment is protected for future generations to come.

Children Employment Around The World

Children Employment Around The World

 

Reducing Child Employment (Ages 7-14)

  1. Problem: Child Labor in Employment

In many countries, children between the ages of (7 and 14) are involved in employment instead of going to school. This issue hinders their education, development, and future opportunities. Child labor often results from poverty, lack of access to quality education, and weak labor laws.

  1. Problem Evidence: The Reality of Child Labor
  • When looking to global reports, a huge percentage of children in this age group work in agriculture, manufacturing, and informal sectors.
  • Many children are forced to work in hazardous conditions that impact their physical and mental well-being.
  • People are neglecting education, leading to a cycle of poverty where children grow up without proper qualifications for better jobs.
  1. Potential Solution: Strengthening Education and Social Protection

To decrease the percentage of child labor, comprehensive interventions are needed, including access to education, economic support for families, and stricter child labor regulations.

  1. Solution Details
  • Legal Reforms & Enforcement: The Governments must implement and put a pressure to prevent exploitation of child labor.
  • Free and Accessible Education: Providing free schooling, transportation, meals, and supplies can encourage families to convince their children to send them to school instead of work.
  • Financial Support for Families: Economic aid programs, such as conditional cash transfers, can lessen the need for child labor in families.
  • Community Awareness Programs: Long-term education of communities that benefits from education and the risks of child labor that can shift social norms.
  • Corporate Responsibility: Businesses must ensure ethical supply chains, preventing child labor in industries such as manufacturing and agriculture.
  1. Solution Evidence
  • Countries that have strengthened child labor laws and invested in education (e.g., Brazil, India) have seen significant reductions in child employment rates.
  • The Bolsa Família program in Brazil successfully reduced child labor by providing financial aid to families on the condition that children attend school.
  • Studies indicate that when families receive financial assistance, they are less likely to send their children to work.
  • UNICEF and ILO report that improving education infrastructure directly correlates with decreased child employment.
  1. Recommendation

I can recommend that governments, NGOs, businesses, and communities must collaborate to eliminate child labor. Policies should focus on:

  1. Enforcing and strengthening child labor laws.
  2. Expanding free and quality education opportunities.
  3. Providing financial support to families.
  4. Raising awareness about the negative impact of child labor between families.
  5. Checking on companies accountable for ethical labor practices.

By implementing these solutions, we can ensure that children have the opportunity to learn, grow, and build a brighter future.

The Powerful Link Between CO2 Emissions, Mortality Rates, Clean Fuel Access, and Women’s Empowerment

The Powerful Link Between CO2 Emissions, Mortality Rates, Clean Fuel Access, and Women’s Empowerment

In today’s world, the intersection of environmental health and economic development is more crucial than ever. A deep dive into global data reveals a powerful link between CO2 emissions, mortality rates, access to clean fuels and technologies, and women’s empowerment. These factors work together in influencing health outcomes and shaping sustainable futures for communities across different regions.

Exploring the Data: The Link Between CO2 Emissions and Mortality Rates
The graphs shown in the dashboard above illustrate how CO2 emissions are closely tied to mortality rates. Regions with higher CO2 emissions tend to experience higher mortality rates, primarily due to poor air quality and the associated health risks. For example, the Least developed countries, East Asia & Pacific, and the Middle East & North Africa show the highest levels of CO2 emissions, correlating with elevated mortality rates. This data raises a critical question: How can we reduce CO2 emissions to save lives?

Access to Clean Fuels and Technology: A Game Changer
Another significant factor in improving mortality rates is access to clean fuels and technologies. In regions where there is greater access to renewable energy sources, such as wind and solar power, the mortality rates tend to be lower. This is because cleaner energy options reduce harmful emissions and promote healthier environments. As seen in the chart, Australia and North America have made strides in improving access to cleaner energy, which contributes to healthier populations.

Women’s Empowerment: A Hidden Key to Progress
Perhaps the most surprising link in this data is the relationship between women’s empowerment, business & law index scores, and environmental outcomes. The graph shows that some regions where women have more opportunities in business and law tend to have lower CO2 emissions. This suggests that when women are empowered to make decisions in the business and policy sectors, it can lead to better environmental policies and practices, ultimately reducing CO2 emissions and improving public health. The data indicates that empowering women is not just a moral imperative but an essential component of tackling climate change and improving health outcomes.

Conclusion:
These findings are clear: reducing CO2 emissions, increasing access to clean energy, and empowering women are not isolated goals—they are interconnected. By addressing these issues together, we can create a more sustainable and healthier world for everyone. The data shown in the charts serves as a wake-up call to policymakers and business leaders that creating a cleaner, more equitable future is not only necessary but possible.

NB: To explore the latest updates on indicators, click on them to access the WHO indicators main page for detailed insights.