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

Price Variation of Commodities in Lebanon: A Cross Sectional Study

Price Variation of Commodities in Lebanon: A Cross Sectional Study

In the spirit of collaboration, the incredible individuals behind this project: 

  • Anthony Aramouny
  • Ghassan Shammas
  • Malak Wehbe
  • Mohammad Abdul Rahman
  • Rawad Abi Zeid
  • Zeinab Mortada

Prices Variation Rational

Commodities price variation in Lebanon has been the center of many socio-economic activities and concerns in the past 2 decades. In fact, notwithstanding the underlying concept of inflation (or deflation), the issue has a deep social stability construct: Food security for the poor and the poorer. No matter what the GDP is per capita, it is essential to understand that when commodities prices vary a substrate of the Lebanese society feels the impact much stronger than others: those below the line of poverty.

The Problem

Relying on the data published by www.humdata.org on the yearly prices of goods in Lebanon, it is clear that the consumer encounters prices variation, within the same period of time between the different regions in Lebanon. This is clear in the visuals published below.

We believe that the problem resides in the following issues:

  • Lebanon lacks sufficient personnel involved in the prices control at the economy of economy and trade.
  • It has Limited reach on price controls and prices ceiling.
  • It Lacks specialized domestic food security experts.
  • It lacks total agricultural programming to supplement the market with commodities in crisis.
  • It lacks cheap national transport routes for bulk products such as railways. The cost of transport may exceed 30% of the final cost of a commodity.

Details

It is necessary to divide the time series into 3 periods:

  • From 2012 to October 2019 i.e. precrisis period
  • From October 2019 until end of 2021 (crisis period with subsidized goods)
  • 2022 until now, post crisis and post subsidies.

The banking and financial crisis in Lebanon imposed mainly two constraints on the food security issue: i) the strong volatility of the exchange rate against a fixed low official rate of LB1500/$, ii) a subsequent spiraling inflation rate that was strongly reflected on the prices of goods in the country.

Meanwhile, during the first 2 years of the crisis, the government had subsidies on fuel and its derivatives, wheat and bread and some other commodities. The subsidies were lifted during 2021, and the prices were” floating”. For a short period of time, the prices oscillated without any rational and later stabilized due to the rapid dollarization of the retail market: The Lebanese Pound became almost obsolete, superseded by the US$ as a cash for retail transactions. It is to be noted that the salary of the public sector is still indexed to the “old” Lebanese pound exchange rate and hence the public servant are actually those who suffer the most the impact of price variation in Lebanon.

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Cruisin’ to Safety: Analyzing US Traffic Accidents and Steering Towards Safer Roads

Cruisin’ to Safety: Analyzing US Traffic Accidents and Steering Towards Safer Roads

Rising Traffic Accidents

The rise in traffic accidents in the United States poses a critical threat to public safety and disrupts the efficiency of road networks. This trend not only jeopardizes lives but also undermines the reliability of the transportation system, leading to unpredictable and dangerous road conditions. Additionally, these frequent incidents have significant economic implications, straining resources and impacting the broader economy. In 2019, the National Highway Traffic Safety Administration (NHTSA) estimated the economic cost of motor vehicle crashes at $340 billion, nearly 2% of the U.S. GDP. Beyond immediate costs, these accidents strain emergency services and disrupt the transportation of goods, affecting productivity. The current state of road safety in the U.S. presents a significant challenge, with 1.7 million traffic accidents recorded in 2022, with the majority recorded in California. This alarming figure is not just a standalone concern; it is projected to escalate to an estimated 2.7 million by 2025. Such an increase not only signifies a growing risk to public safety but also hints at underlying issues in traffic management and driver behavior. The most telling evidence of this problem is its direct impact on traffic flow. Approximately 80% of these accidents significantly disrupt traffic, leading to delays, increased travel times, and economic costs associated with lost productivity.

Factors Behind US Traffic Incidents

When addressing the challenge of road accidents, a critical first step is identifying the root cause, which literature suggests can be attributed to either Road Conditions or Driver Behavior. Analyzing the data reveals a notable trend – a significant proportion of accidents occur in optimal weather conditions, free from rain or snow that could compromise traction. Equally, visibility does not emerge as a primary factor, with over 90% of accidents transpiring when visibility extends beyond 3 miles. Intriguingly, the majority of accidents unfold during peak traffic hours, indicating a prevalence of low to medium-speed collisions. Importantly, the data suggests that road design is not a predominant issue in these accidents. This underscores the imperative of delving into driver behavior as a key focus for addressing and mitigating the high frequency of road accidents.

The majority of accidents unfold at key intersections—stop lights, junctions, and crossings—marked as conflict points. These areas pose heightened risk as drivers executing left or right turns must seamlessly merge with oncoming traffic while yielding to vehicles with the right of way. To address this challenge, various mitigation measures can be implemented. Introducing turning loops, employing stop signs, and incorporating give-way protocols are among the strategies aimed at enhancing the safety of these critical points. These measures are designed to streamline traffic flow, clarify right-of-way assignments, and ultimately contribute to a reduction in accidents at these high-risk locations by reducing the need for decision-making by the driver.

Recommended Mitigation Measures

To address the escalating issue of car accidents, particularly those stemming from complex driver decision-making at intersections, a targeted approach is recommended. This approach involves implementing specific traffic management solutions designed to simplify the decision-making process for drivers, thereby reducing the likelihood of accidents. The key elements of this strategy are as follows:

1. Turning Loops:

  • Purpose: Turning loops, also known as dedicated turning lanes, provide a designated space for vehicles to make turns without disrupting the flow of through traffic.
  • Implementation: These loops are often marked by dedicated lanes with clear signage, allowing turning vehicles to enter and exit the flow of traffic more safely.
  • Efficiency: Turning loops have demonstrated a high efficiency rate of 94%, making them a highly effective solution for managing turning movements at intersections.

2. Stop Signs:

  • Purpose: Stop signs are effective in controlling the movement of vehicles at intersections, ensuring that drivers come to a complete stop and yield to oncoming traffic before proceeding.
  • Implementation: Placing stop signs at appropriate points within an intersection helps regulate traffic and minimizes the risk of collisions, especially in situations where the right of way needs clarification.
  • Efficiency: Stop signs exhibit a commendable efficiency rate of 90%, proving to be a reliable means of directing traffic and minimizing conflicts.

3. Give Way Protocols:

    • Purpose: Give way markings and rules dictate which vehicle has the right of way, helping to prevent conflicts between turning and oncoming traffic.
    • Implementation: Clearly marked give-way lines and signs indicate where drivers must yield, promoting smoother merging and reducing the likelihood of accidents caused by confusion regarding right-of-way rules.
    • Efficiency: Give-way protocols have demonstrated an efficiency rate of 86%, contributing significantly to the orderliness and safety of intersections.

In addition to the above insights derived from the analysis of the data at hand, we sought the opinion of technical experts. The work was presented to a group of transportation engineers at Dar Al-Handasah for technical validation on the proposed mitigation measures. The engineers (Marwan Younes, Elie Beyrouthy, Rami Tawk, Elena Abi Aad, Lea Braidy, Tarek Tawouk) have worked on road design projects in Europe, USA, Africa, Arabian Gulf Countries and many more. The team confirmed that, when implemented in compliance with existing codes and standards, these measures would indeed reduce the number of accidents and lead to a safer road network with minimal infrastructure and road layout changes making them cost effective.

These measures collectively represent a cost-effective approach to traffic management. Their implementation, involving relatively simple infrastructure changes like signage and road markings, is less costly compared to more extensive road modifications. The practicality of these solutions lies in their simplicity and effectiveness, making them easily adaptable to various traffic scenarios and beneficial for drivers, pedestrians, and the broader community by creating safer, more efficient road environments.

 

Decoding Happiness: Uncovering Challenges and Proposing Solutions in Lebanon

Decoding Happiness: Uncovering Challenges and Proposing Solutions in Lebanon

 

 

Being in a state of happiness is a complicated and diverse mental and emotional condition that involves feeling content, pleased, and fulfilled with one’s life. It is a crucial part of being human and has been a topic of study in philosophy, psychology, and science for many years. The pursuit of happiness is a universal human goal that goes beyond cultural, geographic, and socioeconomic limitations. Yet, happiness remains highly subjective, varying from person to person based on individual and environmental factors. The question arises: Can we quantify this elusive emotion? Is it possible to measure happiness across a population, identify challenges, and propose solutions for the collective well-being?

 

Decoding the Happiness Index:

Acknowledging the significance of happiness, the United Nations Sustainable Development Solutions Network introduced the World Happiness Report in 2012. This report unveils the Happiness Index, a ranking system that delves into the well-being of nations. Factors such as income, social support, life expectancy, freedom of choice, generosity, and perceptions of corruption contribute to this comprehensive measure.

 

Unveiling Happiness Pillars:

The United Nations Sustainable Development Solutions Network not only standardized happiness measures, it also standardized factors that contribute to it, where it defined the following factors as Happiness Pillars: Income, Social Support, Life Expectancy, Freedom to Choose, Generosity and Corruption Index. Considering income, though money doesn’t guarantee happiness, it though plays a role by providing better access to resources, opportunities, and an enhanced standard of living. Social support is emphasized, with human connections forming the fabric of happiness, contributing to a sense of belonging, security, and resilience. Life expectancy is viewed not just as a statistic but as a reflection of access to quality healthcare, living conditions, and overall well-being. Freedom to choose is highlighted, emphasizing that autonomy and the ability to make personal choices directly impact one’s sense of well-being. Generosity is underscored as acts of kindness and generosity foster happiness, creating a positive cycle, especially in societies that prioritize giving. Additionally, the Corruption Index reveals that lower levels of corruption correlate with higher reported levels of happiness, as trust in institutions and a better quality of life go hand in hand.

 

 

Lebanon’s Economic Crisis: Impact on Happiness

Lebanon is currently facing a severe economic crisis with soaring debt and dwindling foreign reserves. Unemployment, currency devaluation, and economic instability have triggered widespread stress and declining standards of living. The aftermath ripples through social and political unrest, plunging Lebanon’s happiness index to its lowest.

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In 2022 and 2023, Lebanon ranked as the least happy in the MENA region, with a Happiness Index of 2.392. Globally, it stood at 136th out of 137 countries in 2023, highlighting a stark decline. CNN reports that life evaluations in Lebanon lag more than 5 points behind the top 10 happiest nations.

 

Deepening into Lebanon’s Happiness: Understanding Declines and Designing Solutions

A comprehensive approach to take would be to evaluate the key indicators affecting the happiness index in Lebanon and its decline throughout the years. After which, a framework of policies will be designed to improve the overall happiness and well-being of the Lebanese population.

 

Verdict: GDP at the forefront of Lebanese well-being:

As the bar chart shows, GDP is perceived to be the main factor that would contribute to the Lebanese happiness score. This means that for the year 2023, the Lebanese population expressed that the economic situation around them is a major contributor to their happiness levels. Since GDP is the main player contributing to the happiness level of the Lebanese population, further analysis should be conducted.

 

Lebanon’s GDP Over the Years:


In 2018, Lebanon enjoyed an economic height of 55B $. However, the economic crisis in 2019 forced Lebanon into a rapid decline, reaching 23B $ by 2021—a 50% reduction in just 2 years. This economic state is concerning, as GDP takes center stage in Lebanon’s happiness index. The focus now turns to dissecting the factors driving this downturn, an essential step in understanding and rectifying the low happiness score in the country.

 

 

Improving happiness in Lebanon: Increase GDP as a main Target:

Understanding Lebanon’s economic health involves looking at the Gross Domestic Product (GDP) formula. GDP, a measure of a country’s economic output, is calculated through an expenditure approach:

 

GDP = Consumption (C) + Investment (I) + Government Spending (G) + Net Exports (NX)

 

Net Exports: A nation’s exports minus its imports.

Investment: Business expenditures by businesses and home purchases by households.

Consumption: Private consumption expenditures by households and nonprofit organizations.

Government Spending: The expenditures spent by the government on goods and services in different sectors.

Analyzing Consumption, Investment, Government Spending, and Net Exports individually, helps identify what factors contribute to the country’s declining GDP. 

 

 

The C and NX in GDP – Consumption & Net Exports: 

Starting with Consumption, a noticeable dip occurred in 2019 due to government-subsidized policies cutting prices for essentials like fuel and food. However, as these policies relaxed, prices inflated, and by 2023, consumption levels rebounded to normal.

Shifting gears to the Net Exports (Exports – Imports), its line chart shows an increasing trend since 2019. This is explained by the economic crisis that took place that year, where due to the currency devaluation, it became much more costly for people to import products/services from foreign countries. Furthermore, the heightened inflation encouraged the Lebanese people and the government to export goods and services, for the sake of the Dollar Currency acquisition. 

In summary, both Net Exports and Consumption show improvement over time, contradicting the overall GDP decline. This suggests that focusing on these factors might not be the key to improving Lebanon’s GDP, redirecting our attention to other aspects of the economic equation.

 

The I and G in GDP – Private Investment and Government Spending:

The line chart depicting Private Investments reveals a downward trend since 2019. The economic crisis of that year, coupled with banking restrictions on loans and economic uncertainties, forced a drop in investments from $48 Billion in 2019 to $28 Billion in 2021.

Shifting gears to Government Spending, the scenario is equally grim. The economic and banking crises of 2019 left the government strapped for funds, unable to secure a budget for essential services. Defaulting on Euro Bonds further restricted financial options, leading to a drastic cut in government expenditures from $16 Billion in 2019 to a mere $2 Billion in 2021.

In summary, ‘Private Investment’ and ‘Government Spending’ are the factors contributing to Lebanon’s GDP decline. To reverse the GDP slump and foster happiness, targeted policies must address these crucial aspects, attracting investments and revitalizing government spending.

 

What to Keep in Mind when Dealing with Lebanon’s Happiness:

  1. Happiness among the Lebanese population is primarily explained by GDP.
  2. Examining changes in GDP’s four pillars, showed the following:
    Consumption has shown consistent stability over the years.
    Net Exports have demonstrated a positive trend in recent years.
    Government Spending and Investment, however, have significantly decreased, notably beginning with the onset of the economic crisis in 2019.
  3. Government Spending and Investment are the primary factors responsible for the decline in Lebanon’s GDP. Addressing these aspects is crucial to enhance the overall happiness index in the country.
  4. Even though Net Exports are experiencing a positive increasing trend, the values are still negative. Introducing certain reforms can help in pushing that value closer to zero or possibly turn the Lebanese trade deficit into a trade surplus.

To achieve the mentioned improvements, specific reforms need to be implemented. Recommendations and solutions will be discussed in detail in the Solutions segment.

 

Addressing the Core Problem: Solutions to Lebanon’s Decreasing GDP

 

Improving the I in GDP – Private Investment:

With our primary aim being fostering economic growth and increasing Gross Domestic Product, attracting Foreign Direct Investments (FDI) is a must. This can be achieved through regulations that would create a more attractive environment for investors.

Increasing and Regulating the G in GDP – Government Spending:

Lebanon is already receiving aid and funds from various countries such as the gulf countries. Leveraging these funds and properly utilizing them is essential in addressing key economic challenges faced by Lebanon. Important sectors that the Lebanese government can invest these funds into include but are not limited to: 

Focal Point 1 – The Lebanese Health Sectors: 

Improving Lebanon’s health sector should be a priority for the government. This can be achieved through policies that would emphasize the production of locally made generic medicine, the renovation of public hospitals, and the Expansion of healthcare services for the elderly and people in remote areas of the country. 

Furthermore, government-funded programs for healthcare workers can be introduced alongside a robust awareness campaign to touch on key public health notions such as preventive measures, the importance of seeking medical attention when needed, and healthy living practices.

Focal Point 2 – The Lebanese Educational Sector:

To improve the education sector, the government could focus on renovating public schools to  ensure that they are equipped with the proper technological tools and learning resources and materials to enhance the overall learning experience. 

In addition, increase funding for improvement of the Lebanese University through enhanced administrative processes, and investment in infrastructure upgrades.

In parallel, government funded programs for teachers and career guidance initiatives should be put in place to both train educators on the use of modern pedagogical methods as well as provide students with the information about various career paths they could undertake.

Focal Point 3 – The Lebanese Infrastructure:

Another key area to focus on is the current state of infrastructure in Lebanon. The government, in its expenditure plan, should focus on maintaining and expanding the various infrastructure that would attract factories into the country. In addition, industrial zones with certain benefits to factories could be built in an attempt to increase their local presence. Finally, the government should implement a transparent bidding process for Public Work Projects that would ensure a fair allocation of resources dedicated to maintain, and construct new infrastructure.  

 

Improving the NX in GDP – Net Exports:

Improving Net Exports in Lebanon could be achieved through a classical protectionist trade policy. This policy aims to boost the domestic economy by increasing tariffs on imports, making imported goods more expensive and locally-produced goods more competitive which shifts consumer demand towards domestic products. As a result, Net Export in Lebanon will increase due to less imports, and more competitive local products that could be exported globally. 

 

A Measure that Ties it All Up – Enhancing Transparency and Accountability:

Ensuring transparency and accountability is essential when implementing fiscal policies as it involves safeguarding the independence of auditing bodies like the Central Inspection. This institution is responsible for addressing inefficiencies and uncovering any  financial mismanagement.

In addition and to further expand transparency, a national bureau of statistics for accessible economic data can be established to empower and inform the Lebanese people about the current state of their economy.

Implementing these government reforms do not only contribute to an increase in GDP. They also serve in improving the trust people have in their government, which is another factor that directly contributes to the overall Happiness Index. (Government Trust).

 

A Proof of Success and a Model to Follow – Singapore:

Singapore, a small country in Asia, was exposed to several regional economic crises. However, through robust fiscal policies implemented in the 1960s, Singapore maintained its growth and positioned itself as the happiest country in Asia. 

Therefore, following Singapore’s steps in emphasizing financial management and sector-specific investments would not only recover Lebanon’s GDP, but consequently improve the happiness of its citizens.

 

Conclusion – Lebanon’s Path to Happiness: 

The Lebanese population expressed that the economic situation around them is a major contributor to their low happiness levels. To revive the economy, largely affected by the 2019 financial crisis, targeted reforms including increased Foreign Direct Investments, efficient fund allocation, and a protective trade policy should be implemented.

As GDP positively influences other happiness index components such as Life Expectancy and Government Trust, increasing it would result in an overall higher Happiness Score. Thus, a concerted effort towards GDP enhancement through focused reforms is not only a remedy for the economic downturn but a pathway to a happier and more prosperous Lebanon.

 

Decoding Traffic Accidents: A 2019 Snapshot from France

Decoding Traffic Accidents: A 2019 Snapshot from France

Car accidents remain a significant concern across the globe, negatively affecting many lives daily, which shows the need for continuous efforts in ensuring road safety. Annually, the toll of car accidents in France highlights a critical need for detailed analysis and proactive measures that would help tackle this issue and mitigate the risks that citizens, whether drivers, passengers, or pedestrians, face daily. France has 55% more deaths per inhabitant than Germany in 2019. Specifically, France experienced 52 deaths per million inhabitants due to traffic accidents, compared to Germany’s 34.

 

The proposed solutions will target an audience in charge such as government agencies related to transportation and safety sectors, road safety advocacy groups, and urban planners and infrastructure developers. Government agencies can leverage our findings to inform policy and safety measures. The urban planners and infrastructure developers will be provided with data-driven directions to design safer roads and intersections, focusing on the weak points of where accidents are most likely to occur. Lastly, road safety advocacy groups will be able to utilize our insights to focus on effectively enhancing their campaigns.

 

Geographic Patterns of Accidents in France:

This data paints a detailed picture of where accidents are most frequent within France. Certain regions, perhaps due to higher traffic volumes or challenging driving conditions, show elevated accident rates. This geographical analysis is pivotal in directing safety measures to where they are needed most.

 

 

 

Trends:

Seasonal Trends:
Road safety is a critical issue that affects communities across France. In 2019, these incidents inflicted injuries and claimed lives which raised serious concerns about the factors contributing to their occurrence. From the severity of injuries sustained by different road users to the risks associated with specific driving maneuvers, the data displays a concerning picture. Moreover, the difference in outcomes for those wearing seatbelts and helmets versus those who do not bring to light the vital role of safety measures. This section will explore the problem of traffic accidents in France, using visual evidence to illustrate the scope and impact of this pressing issue.

 

We saw more car crashes in the summer, especially in June and July. This is probably because lots of people are traveling for their summer breaks, and there are many visitors who don’t know the roads well. Summer is also a time for big parties and festivals where people might drink alcohol, which can lead to more accidents. Roads get really busy, and sometimes safety rules are forgotten, which makes it more likely for accidents to happen.

 

 

 

 

Fatal Outcomes by Road User Type:

 

In 2019, the landscape of traffic accidents in France presented a cruel picture, particularly in terms of injury severity. As our visual analysis reveals, drivers constituted most of the affected individuals, accounting for 70% of deaths, while passengers and pedestrians accounted for 15%. The data indicates that drivers are most often killed underscoring the considerable risk associated with driving. Pedestrians, though fewer, face a considerable rate of serious rate of deaths and injuries per accident, due to the lack of protective barriers during accidents. This information underscores the need for robust safety measures and targeted interventions to protect all road users.

 

 

 

 

Weather Conditions:

 

It is well known that weather can have a major impact on road situations. It is something logical where accident occurrences are challenging to control, especially in extreme weather conditions. Since the majority of accidents happen in normal conditions (due to normal weather being more probable than other conditions) it is an advantage to us as we can control other conditions.

 

 

 

The Life-Saving Role of Safety Equipment:

The analysis starkly shows the difference safety equipment can make. In France, the use of seat belts and helmets is shown to drastically reduce the severity of injuries in accidents. This serves as a powerful reminder of the importance of wearing safety gear.

 

  • Seat Belts Save Lives: According to the World Health Organization, the use of safety belts by front-seat passengers reduces the risk of fatal injuries by 45 to 50 percent. For back-seat occupants, the risk of death and serious injuries is reduced by 25 percent. In France, since 1973, wearing seat belts in the front seat is mandatory. Compliance with this law varies between 60 to 90% depending on the road type. If seat belts were not worn by front seat occupants, there would be a 55% increase in fatalities. Conversely, if seat belts were consistently used by all occupants in a vehicle, fatalities could be reduced by an additional 30%.
  • Helmets for Bikers: Motorcycle helmets are 67% effective in preventing brain injuries. Riders without helmets are more than three times as likely to suffer a brain injury compared to those who wear helmets.
  • Rules and Wearing Safety Gear:
    1. Police Enforcement: Police play a key role in ensuring compliance with safety gear regulations. Through traffic stops, checkpoints, and regular patrolling, they check if drivers and riders are wearing seat belts and helmets, as required by law. This enforcement encourages consistent use of safety gear.
    2. Awareness and Penalties: Alongside enforcement, awareness campaigns about the importance of safety gear and the penalties for non-compliance further encourage adherence to these rules. Understanding the life-saving benefits of seat belts and helmets motivates more people to use them.

 

Left vs. Right Hand Turns:

Left-hand turns appear to be particularly hazardous, leading to more accidents compared to right-hand turns. This finding could influence traffic management policies and the design of intersections to enhance driver safety.
  • Left Turns Are Riskier: In France, during 2019, car accidents often happened more during left-hand turns than right-hand turns. This is because left turns are usually trickier. Here’s why:
      1. More Traffic to Watch: When you turn left, you have to look out for cars coming both ways. This means you have to check more places before you turn.
      2. Harder to See: Sometimes it’s harder to see if it’s safe to turn left. Cars coming straight towards you can be hard to judge, especially if they’re moving fast.
      3. Crossing Paths: Turning left means crossing the path of oncoming cars. This is riskier than turning right, where you don’t cross traffic.
      4. Timing is Tough: You need good timing to turn left safely. If you turn too soon or too late, it can cause an accident.

 

 

To wrap this up, let us take a closer look at the lessons we learned from looking at car crashes in France for 2019. From what we’ve seen, it appears that doing some simple things can help keep us safe on the roads.

 

To begin with, seatbelts are amazing. They keep so many people from getting hurt if there’s a crash. It’s like having a superhero’s shield right in your car. And then there’s the weather. Driving can be difficult in the rain, snow, or even too much sun, which may result in accidents. We must be extra careful when the weather is bad.

 

We also observed that driving behavior, such as speeding or lack of focus, can have a significant impact. We all share the road, so we all need to drive like we care about the person in the next car or walking across the street.

 

Now, what do we do with all this? We talk about it, at school, at work, and at home. We make sure everyone knows how important it is to drive safely, wear seatbelts, and watch the road. We make sure the police are watching out for drivers who cause a risk to others, and we call on local communities to install improved streetlights and signage.

 

But there’s more we can do, too. We’ve got three big solutions:
  • Better Roads: We need roads that are easy to drive on, with clear signs and safe spots to walk and cross.
  • Stronger Traffic Laws: Rules that make sense and that everyone knows, ensuring that no one is speeding or messing around.
  • Awareness Campaigns: Let’s use entertaining and memorable methods to educate people about traffic safety.

 

Let’s make this report start a conversation that keeps going. Every time we get into a car or cross the street, let’s remember what we learned. If we all do our part, with better roads, clear rules, and good tips on staying safe, we can make our roads places where everyone gets to where they’re going, no trouble.

 

Team members: Mahmoud Jachi, Ali Korkomaz, Mehdi Atris, Taima Kelani, Hussein Dakroub, Mohamad Ayoub

 

Turning the Tide: Lebanon’s Battle Against Non-Communicable Diseases

Turning the Tide: Lebanon’s Battle Against Non-Communicable Diseases

Silent Killers in the Cedar Land: Lebanon’s Battle Against the NCD Epidemic

In the heart of the Mediterranean, Lebanon, a country renowned for its rich culture and history, is facing a modern-day health crisis that is silently reshaping its society. Non-communicable diseases (NCDs), once considered ailments of the affluent, are now the leading cause of mortality and morbidity in Lebanon, transcending economic and social boundaries. From the bustling streets of Beirut to the serene landscapes of the Beqaa Valley, the specter of NCDs looms large, affecting young and old alike. This urgent health challenge calls for innovative solutions and a collective commitment to change, both from the government and its citizens. A journey into this topic began with a simple question: Can Lebanon turn the tide against these silent killers? In this exploration, we unravel the threads of Lebanon’s health crisis and seek to uncover strategies that could pave the way for a healthier, more resilient future.

Mortality’s Rising Tide: Unveiling the Causes Behind Lebanon’s Health Crisis
Lebanon stands at a critical juncture, with the specter of non-communicable diseases casting long shadows over its future. The data reveals a hard truth: a surge in cardiovascular diseases leads the charge, followed closely by the silent spread of cancers and respiratory conditions. Kidney and liver diseases also claim their share of lives, while drug-related disorders sketch a worrying trend of increasing substance abuse. These aren’t just numbers; they’re echoes of individual stories and collective challenges that Lebanon must urgently address. But what are the underlying causes of this health crisis, and how can Lebanon’s policies adapt to confront them effectively?


Do you think that’s the whole picture? Think again—there’s more beneath the surface of Lebanon’s health crisis.


A Silent Tide: The Visual Tale of Lebanon’s NCDs Tragedy
Lebanon’s health crisis, as quantified in stark data visualizations, can be traced to a constellation of lifestyle and environmental factors that demand a nuanced examination. The nation’s predilection for high-sodium diets is leading to alarmingly high rates of hypertension, a silent precursor to more dire health complications. Concurrently, obesity is becoming increasingly prevalent, laying the groundwork for a myriad of chronic health conditions. The entrenched smoking culture contributes to a significant burden of respiratory and cardiovascular diseases. Elevated cholesterol levels, indicative of dietary imbalances, pose additional risks for heart health. Air pollution, with its insidious effects, exacerbates the incidence of asthma and other respiratory disorders. Additionally, the rising trend of drug use introduces complex challenges, both medical and social. These factors, specific and interrelated, underpin the NCD problem in Lebanon, underscoring the urgent need for comprehensive public health strategies and interventions.

Crafting a Healthier Lebanon: A Government-Led Crusade Against NCDs
In an ambitious move to tackle the NCD crisis, the Lebanese government is poised to roll out a detailed strategy that resonates with urgency and hope. This plan hinges on introducing impactful health policies, such as the imposition of taxes on tobacco and sugary foods to discourage unhealthy habits. Comprehensive health campaigns and screenings, strategically spread across the nation, will aim to catch diseases early and educate the public. Reinforcing this is the crucial enhancement of healthcare infrastructure, ensuring accessible and efficient medical care. Integral to this endeavor is the infusion of health education into school curricula, fostering a future generation that is health-conscious. Moreover, the establishment of community fitness programs stands to invigorate the Lebanese populace with the spirit of physical well-being. To knit these efforts together, a collaborative framework involving government sectors, private entities, and NGOs will be pivotal. By embracing this multi-layered approach, the government of Lebanon is not just combating diseases but is sculpting a vision of vitality and longevity for its people.


Emulating Success: How Lebanon Can Learn from UAE’s Public Health Triumphs
Examining the UAE’s approach offers specific insights for Lebanon’s NCD strategy. The UAE government implemented taxes on tobacco and soft drinks, a move proven to reduce consumption of these products. They also launched targeted health campaigns like the “Your Health is Your Responsibility” initiative, which focused on promoting healthy lifestyles, regular medical examinations, and smoking cessation. Additionally, the UAE integrated health education into school curricula and established wellness programs to foster early adoption of healthy habits. This disparity serves as a crucial learning point for Lebanon, underscoring the efficacy of the UAE’s health policies—from rigorous anti-smoking laws to nutritional awareness programs—that Lebanon could adopt. By mirroring such measures, Lebanon can embark on a transformative journey toward reducing its NCD burden, a move that would not only alleviate healthcare strain but also improve the quality of life for its citizens.


Lebanon vs. UAE: A Tale of Diverging Health Investments
The graph illustrates a notable disparity: in 2019, Lebanon experienced an unanticipated decrease in health expenditure, regardless of the emergence of COVID-19, in contrast to the consistent dedication observed in the UAE. This highlights an urgent requirement for Lebanon to reassess its funding for healthcare, guaranteeing that it has the capacity to endure and address unforeseen public health challenges with the same determination demonstrated by its neighboring country.

A Blueprint for Resilience: Lebanon’s Call to Action Against NCDs
In conclusion, Lebanon’s journey towards mitigating its NCD crisis necessitates immediate and decisive action. Drawing from the UAE’s successful model, Lebanon should adopt targeted fiscal policies such as increased taxation on tobacco and unhealthy foods, coupled with rigorous enforcement. Launching impactful health awareness campaigns and integrating health education into school systems are crucial for fostering a health-conscious society. Investing in healthcare infrastructure and accessibility, along with developing community-based wellness programs, will further strengthen this approach. Lebanon stands at a pivotal point, and these recommendations offer a blueprint for a healthier future. It’s a call to action for government, healthcare professionals, and citizens alike to collaboratively turn the tide against NCDs, ensuring a resilient and vibrant Lebanon for generations to come.