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

Future4Kids: Restoring A lost Childhood

Future4Kids: Restoring A lost Childhood

Team: Ibrahim Al Jaifi, Zahraa Jassar, Rami Haidar, Ali Hachem, Rim Zeaiter, Fatima Ayoub

“ We don’t go to school; we work in the daytime to support our families and spend the rest of our day playing in the streets.”

Said Omar and Yazan, two inspiring kids in Burj Al Barajneh, a refugee camp in the suburbs of Beirut. Under 10 years old, both already carrying the responsibility of working to provide for their families instead of being enrolled in education.

According to ILO, it is estimated that 160 million children are involved in child labor, 79 million of which are in Hazardous Work that is likely to harm children’s health, safety or morals. All these children, including young Omar and Yazan, are at an age when they are supposed to be provided for, educated and protected. Having to spend most of their time working in jobs that are unsafe and exhausting, their chances of leading healthy and thriving lives diminish with each dollar they earn.

Child Labor in Lebanon

The emergence of the Lebanese economic crisis in 2019 brought with it an increase in percentage of families with children engaged in child labor from 29% to 38% between 2019 and 2021 according to IRC.

GDP, as an indicator of the economic performance of a country, noticed a 65% decrease from $52B to $18B during the period of 2019 to 2021. With this drastic drop in GDP, the unemployment rate rose from 11% to 15% while the CPI more than doubled, leaving thousands of families under the poverty line with no sources of income.

With these dramatic and sudden changes in the economic situation, 3 out of 5 children in Lebanon dropped-out of school and most of the rest switched to public education. Education has become less of a priority for both the government and families.

From a social perspective, 44% of parents who have taken part in a study by the World Vision Organization believed that involving their children in paid labor enhances their life skills and assures a source of income for their households. Meanwhile, the responsible government agencies have no clear and applicable laws in place to prohibit children’s exploitation or ensure they are enrolled in education.

Implications:

Child labor has destructive impacts on the health of the child, exposing millions of children to physical, mental and emotional abuse. As a result, their mental and intellectual development face significant disruptions. Considering the increasing crime rates in the country and the exposure of children to illegal work activities, the forecasted 30% increase in crime rate in 2025 would involve criminal acts by juveniles.

Proposed Solution

Mr. Aws Al Kadasi, senior research analyst at Merci Corps, commented on the topic during an interview for this project:

According to the UNICEF, one in 5 children in the least developed countries are engaged in child labor. A problem that was aggravated by COVID-19 and global economic decline that it takes a walk in Beirut to believe these numbers. Children require different systems of protection that starts with parents and extends to every office, business, institution, organization and agency, local and international, governmental or otherwise. Everyone, who is not a child, is responsible

Both 8 and 16 Sustainable Development Goals highlights the need for international efforts to tackle the issue of child labor:

Target 8.7: Take immediate and effective measures to eradicate forced labor, end modern slavery and human trafficking and secure the prohibition and elimination of the worst forms of child labor, including recruitment and use of child soldiers, and by 2025 end child labor in all its forms.

Target 16.2: End abuse, exploitation, trafficking and all forms of violence against and torture of children.

Inspired by these goals as well as social responsibility towards the community, our project team designed an initiative to capitalize on the work of international aid organizations and local organizations and projects working to fight child labor and illiteracy.

F4K APP (Click to view)

Future4Kids (F4K) initiative aims to establish a cooperative relationship between NGOs that provides cash assistance to families and campaigns against child labor. F4K initiative will work on partnering with cash aid organizations and NGOs working in child education. Receiving cash assistance would be conditionally linked to the enrollment of beneficiaries’ children in education with families being required to show evidence of child enrollment in education periodically.

The initiative platform will allow these two parties to join efforts to encourage families to enroll their children in education. F4K platform will also allow for receiving public donations for child education campaigns carried out by our partners.

Child Labour in Africa

Child Labour in Africa

This is Hamisi, an 11 year who has a career as a miner.

Hamisi dropped out of his third year of primary school and left his home village after his father was unable to pay for his uniform and school fees. Although Hamisi’s parents have their own half-acre coffee farm, their income fell sharply because of the decline in the market price for coffee throughout the world. Hamisi works up to 18 hours and earns between 60 cents to $ 1.2 a day.

The health of the children like Hamisi is very poor, as they breathe in the harmful graphite dust found in the mines and have poor nutrition, surviving on 1 meal a day.

Child slavery in big industries such as agriculture and manufacturing is an ongoing issue, and they are slowly being resolved by governments and organizations fighting child labor. Stories such as the ones mentioned above are common scenarios in developing countries where there are large sections of the population who are still deep in poverty.

 

Facts:

  • + 8.4 M in the last 4 years alone. According to a report by the International Labour Organization (ILO) and UNICEF, the number of children in labour has increased to 160 million worldwide.
  • 72.1 M are estimated to be in child labour in Africa. 9% of African children are in hazardous work – the highest of all the world’s regions representing 31.5 million.
  • 1 in 5 children in Africa are employed against their will in farms and mines.

 

Recommendations:

  • Increase the number of years for compulsory education.
  • Create more job opportunities with higher salaries for parents.
  • Set a minimum age at which people can legally be employed.

Road To Hunger: Somalia

 2022. Climate change. DROUGHT. Increasing DROUGHT periods. Shorter Time Between these DROUGHT periods. FAMINE.

Meet Zahi. Zahi is a 10 year old Somali boy who lives in Somalia. He has been suffering from acute malnourishment for a good while now.
In fact, as of 2022, it was reported that around 4.1 Million Somalis are just like Zahi: all acutely malnourished, or even severely malnourished. In other words, this means that 1/4th of the Somali population is at the very least acutely malnourished. What can that cause, you may ask? Illnesses, poor physical and cognitive development, and ultimately, death.

This makes Somalia the hungriest country in the world. If you are wondering how hunger is measured, it is by using a metric entitled the Global Hunger Index (GHI). The latter is calculated by gathering data about:

  • Undernourishment: share of people in a given region/country whose caloric intake is deemed insufficient,
  • Child Undernutrition: share of children under 5 who have low weight for their height (wasted children) and thus suffer from acute undernutrition, but also the share of children under 5 who have a low height for their age (stunted children)- which indicates chronic undernutrition,
  • Child Mortality: mortality rate of children under 5 who die because of inadequate nutrition and unhealthy environments.

To visualize the world’s hunger, the map that can be viewed in Sheet 1 below or on this link has been created.
We notice that Somalia is indeed the only country in the world with an extremely alarming Global Hunger Index, with an average GHI of 58 over the past 20 years.

What makes the situation in Somalia this dire and helpless? Well, to say the least, poverty coupled with and aggravated by governmental corruption, several outbreaks (to list a few: cholera, malaria, measles, corona), inflating prices (notably with the current Russia-Ukraine crisis) and most importantly the series of drought periods that have been happening consecutively over the past years, with the 2011-2012, 2016-2017 and 2021-2022 crises counting as the 3 major and most recent drought crises that have happened (and are still happening). Moreover, drought means death of livestock, no water, parents abstaining from eating to feed their children the very little food they have access to, and overall hunger. One must note that droughts have always happened in Somalia (and in the Horn of Africa generally), meaning that the Somalis are used to drought, and they had adapted to it, knowing how to pick themselves up and continue. However, with climate change, these drought periods have become more acute and consecutive, with shorter periods separating them, hence disabling Somalis from the chance to recover from the last drought.

Alright, now what is the solution?

The deployment of an immediate humanitarian response: gathering funds through non-governmental organizations or even governmental donations which aim (but are not limited to) to sending emergency water supplies, sending food donations, treating the malnourished, distributing dietary supplements, opening and running health supplies but also giving out cash and livelihood support to those who are most in need.

Does this help?

Yes. It does.

As a matter of fact, just like the graph on Sheet 2 below shows (or the one you can see on this link), in 2012, Somalia’s GHI was measured at an all time high of 65. Thanks to the donations and the humanitarian responses that happened between 2011 and 2020, Somalia’s GHI dropped to 50.8. Magical, right? Arguably the GHI all time high of 65 could have been prevented in the 2011-2012 drought crisis had the international scene acted quicker than they did: in fact their response was so slow that thousands had died by the time aids reached. It was indeed deemed a failure. Moreover, back then only 56% of the UN’s funding appeal for Somalia were met by donors, whereas during the 2016-2017 drought crisis, the international scene responded quicker and more acutely, with 68% of UN’s funding appeal for Somalia being met by donors.

However, it is to be noted than today, in the ongoing 2021-2022 drought crisis, merely 2.3% of the UN’s total funding appeal for Somalia have been met by donors. 2.3%. Furthermore, according to Mohamud Mohamed, Save the Children’s Country Director in Somalia: Donors have a narrow window to prevent a major humanitarian disaster in Somalia (…)We’re worried that the political environment globally is overshadowing the humanitarian suffering of the Somali people.” As Mohamed said, the eyes of the world are focused on Ukraine, and are overlooking the rest of the world. Unequal treatment kills.

And the time, my friends, is ticking.

Written by Nour El Saadi.