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

Stolen Innocence: The Silent Struggle of HIV-Positive Children

Stolen Innocence: The Silent Struggle of HIV-Positive Children

Every two minutes, a child is infected with HIV, and every five minutes, a child loses their life to HIV-related diseases.

 

Introduction:

Childhood HIV infection remains a global health crisis, with alarming statistics highlighting the urgency of addressing this silent struggle. While progress has been made, particularly in Africa, where the impact is most significant, challenges persist.

 

Global Overview:

In Africa, the number of children under 14 living with HIV reached its peak in 2007 at 2.1 million, dropping to 1.3 million. However, this reduction, though significant, is not sufficient, especially when considering that the current figure is still ten times higher than the number seen in the rest of the world. The Sub-Saharan region bears the brunt of this crisis, necessitating targeted interventions.

 

 

Transmission and Prevention:

Mother-to-child transmission (MTCT) remains a primary mode of infection during pregnancy, childbirth, or breastfeeding. Antiretroviral therapy (ART) is a key preventive measure, significantly reducing transmission rates. Advances in ART have transformed the prognosis for HIV-positive individuals, enabling longer and healthier lives and lower transmissions.

 

Impact of ART on New Infections:

The introduction of ART treatment for HIV+ pregnant women in Africa in 2000 led to a remarkable 74% reduction in the number of children newly infected with HIV, highlighting the efficacy of ART in preventing mother-to-child transmission.

 

Challenges in Access to Treatment:

Despite progress, access to ART for pregnant women in Africa has stagnated. In the past five years, only marginal improvement, with approximately 30% of pregnant women still untreated throughout their pregnancies. Identifying barriers to treatment access and the need for targeted interventions.

 

 

Conclusion:

The strides made in reducing new HIV infections among children through ART are commendable, yet the battle is far from over. Focused efforts are required to address the persistent challenges in ensuring that all HIV-positive pregnant women in Africa have access to life-saving treatments such as:

  • Scale up access to ART for pregnant women by increasing medication availability and addressing logistical challenges.
  • Conduct comprehensive community education campaigns to raise awareness about HIV testing, treatment, and prevention, with a focus on dispelling myths and reducing stigma.
  • Integrate HIV testing and treatment services into routine maternal and child healthcare to ensure consistent and timely care for pregnant women.

The urgency of this mission cannot be overstated, as it directly impacts the innocence and lives of countless children at risk of falling victim to this silent epidemic.

Paying the Price: Lebanon’s Deepening Healthcare Crisis

Paying the Price: Lebanon’s Deepening Healthcare Crisis

Problem Statement: Lebanon is facing a healthcare crisis. With the government’s dwindling support, an increasing share of medical costs is being paid out-of-pocket by citizens, many of whom are already in financial distress. This trend is pushing families into poverty and leaving many without access to essential healthcare services.

 

Lebanon, once known for its exemplary healthcare system in the Middle East, is now grappling with an unprecedented crisis. The Lebanese healthcare system is in dire straits, with citizens bearing an increasingly unsustainable financial burden for their medical needs. This deepening healthcare crisis is not merely a statistic; it’s a testament to the resilience and despair of a population fighting for their right to health.

Here, we’ll shine a light on the escalating out-of-pocket health expenditure in Lebanon.
This crucial indicator represents the proportion of healthcare costs that individuals are shouldering, a burden that has been growing steadily over the years. Our visual exploration aims to bring into focus the profound implications of this trend for Lebanese families grappling with a healthcare system in turmoil.

 

 

  • First visualization takes us on a global journey through a heat map that color-codes countries based on their out-of-pocket healthcare expenditure. Lebanon stands out, marked by a distinct hue that signifies one of the highest rates in its region and across the world. This map transcends borders, offering a comparative perspective that underscores Lebanon’s critical position and the urgent need for reform. It’s a visual call to action, urging us to look beyond our immediate surroundings and recognize the shared struggle for accessible and affordable healthcare.

  • The second visualization presents a horizontal barplot that lays bare the relentless climb of out-of-pocket healthcare expenditure in Lebanon. Each bar, extending further year by year, is a stark representation of the growing financial load shouldered by Lebanese families. This visual narrative is not just about rising costs; it’s about the human stories behind these numbers—stories of sacrifice, tough choices, and resilience in the face of a healthcare system that demands more than many can afford.

A Call to Heal Lebanon’s Healthcare System:

Lebanon’s healthcare crisis, marked by rising out-of-pocket costs, extends a plea for international intervention. As the Lebanese government grapples with its own challenges, the need for external support becomes critical. This call for aid isn’t just about funds; it’s a call for global solidarity, expertise, and resources to help a nation in distress.

It’s time for the world to unite in support of Lebanon, offering a lifeline to its healthcare system and hope to its people.

Made By: Rawad Salem

Toward Reliable Healthcare Systems

Toward Reliable Healthcare Systems

The covid-19 pandemic has wiped out decades worth of global health progress. This has affected different countries disproportionately, as weaker healthcare systems were more prone to the pandemic. While service coverage has improved in the last 20 years, the proportion of people facing financial hardship due to out-of-pocket health spending has increased. With rising poverty and shrinking incomes resulting from the global economic recession and health systems struggling to provide continuity of health services, the COVID-19 pandemic is likely to halt the progress made towards universal health coverage, particularly among disadvantaged populations. Even amongst nations with powerful economies and high GDP like the United States, performance of their medical sector was subpar at combatting the covid pandemic. The resulting average cumulative deaths due to covid of a US state are between 100-130% higher than that of a European country. If one lesson can be taken from the preventable loss of life that was witnessed on an unprecedented scale in modern history, it is that strengthening the healthcare systems of countries should become a top priority.

Many differing health systems are utilized around the world currently. What constitutes a strong, reliable healthcare system? If that can be identified, we can create a model to serve as the ideal that healthcare sectors on a worldwide scale should strive for.

The differing relevant predictors are as follows:

  • Expenditure on health sector
  • Source of funding (Government or private funding)
  • Allocation of funds

The following data reflects the relevant metrics between the years 2012 and 2020. The USA is a clear outlier when it comes to the spending budget in their health sector, in terms of both Government and private spending, totaling $10,921 spent per capita. The East Asia & Pacific, as well as the Middle-East, are on the other side of the spectrum, with very low funding from all sources at an average of $742 and $507 per capita respectively. As for the European union, its spending is somewhere in between, at an average of $3476 per capita.

 

 

 

 

 

 

For our determinant of healthcare performance, the utilized metric we will use is the health indicators published by the WDI in 2019. Despite the USA’s excessive healthcare expenditures, it still scores lower than the European countries on health indicators. Despite the low spending in China, Saudi Arabia and the United Arab Emirates, they both command strong health metrics. India and Morocco on the other hand, despite spending less than South Africa, still have significantly higher health metrics.

 

 

This is to show that spending budgets do not correlate to the performance of a health sector. Instead, allocation of the funds seems to be the more deterministic variable, as all the countries of the European union, as well as the UAE, Saudi Arabia, and China have Universal healthcare or a system that closely resembles it at the very least. Despite lower levels of spending, the precise designation of these funds has led to significantly higher health indicators. In addition, systems that adopt universal healthcare naturally converge into a preventative medical model, as preventing diseases from happening to begin with leads to decreased medical bills, whereas remedial treatment leads to increased expenditures as the root cause of the associated disease is often left untreated. These preventative measures result in a ripple effect, exponentially decreasing the rate at which people get sick, and as a result further reducing required expenditure on healthcare.

In conclusion, high levels of funds is no replacement for proper allocation of said funds. Our findings are as follows:

  • Healthcare sectors should adopt preventative measures for treatment as opposed to focusing on curing ailments as they arise
  • Countries need to aim towards universal healthcare, and begin to adopt makeshift models until implementing such a system is feasible, or adopt it entirely if available funds allow it
Equality For Tomorrow

Equality For Tomorrow

Team: Jana Chazbeck, Olguinia El Ferzli, Josephine Kaadou, Haydar Hamdan and Rawane Ibrahim.


Note that you can watch the videos here if you faced any technical or connections issues while visiting the website:
Reinvented toilets video:
Volunteers video:
Thank You for visiting our website!

Mortality caused by unintentional poisoning in Africa

Mortality caused by unintentional poisoning in Africa

The mortality rate in Africa countries is very high compared to other countries worldwide. One cause of the mortality rate is the unintentional poisoning especially children. Because of the high poverty rate, low access to water, and high literacy rate, people are not much aware of the importance of hygenie and sanitation. This is causing a high mortality rate due to the unsafe water, sanitation and lack of hygiene. There is lot of unintentional poisoning cases in Africa compared to other countries in different continents. The problem is very serious and needs immediate response since its contribution to the overall mortality rate is high.

A response of the addressed problem is curing the poisoned case; however, the capacity in hospitals is low as the number of beds per 1000 persons is very low. Therefore, we are looking forward to solve the root problem and not only react to it. So, a good solution for the addressed problem is to increase awareness of how to avoid poisoning especially at home by the government, or related parties.

The awarness should takle these three aspects:

-How to clean food (vegetables, fruits) at home

-Filtering water with basic tools

-Right way of taking a medicine and storing it

-Right way to use chemicals or detergents and keep them away from children

More than 90% of poisoning cases are occurring at home. Therefore, starting to spread awareness of how to avoid getting poisoned at home might reduce the unintentional poisoning that is causing death. Thus, we are decreasing the mortality rate.

It’s true that we want to solve the problem from its base; however, we should also know how to provide good care and treatment for a poisoned case. This should be teached to people as first aid sessions to be eligible to approach a case and prevent the deterioration of his health or death.