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

Gender Parity: A hidden opportunity for sustainable economic growth

Gender Parity: A hidden opportunity for sustainable economic growth

“Hiring and promoting talented women is the right thing to do for society, and its economic imperatives.”                                                                                                                                                     Carlos Ghosn

Despite the economic and technological development, gender equality remains a topic of debate and the patriarchy still poses obstacles against women development and leadership. What if we can prove that promoting and sustaining an equality between genders results in high return on investment and creates an opportunity of economic expansion especially in developed as well as emergent nations?

The united nations created the Women Business and Law Index that assesses the performance of each country in tightening the gender gap through businesses, laws, and female integration.

Canada ranks first globally with an overall score of 97.8% indicating the successful effort the country is making towards gender parity and the high degree of female contribution to the business world. On the other hand, 4 Arab countries rank last, with United Arab Emirates interestingly being one of them with an overall score of 33.8%.

To understand the implications of the difference of gender gap on the country’s development, we will compare Canada to the UAE on different levels.

Canada, with the higher WBL index, has a higher economic growth compared to UAE. However, UAE, which ranks last, has much more developed infrastructure and better investment performance than Canada. Thus, there must be some other factors affecting the GDP Growth.

Between 2003 and 2016, UAE’s GDP had a noticeable increase of 170% parallel to an increase in female employment percentage of 14%.

Similarly, between 2010 and 2019, Canada’s GDP also had increased remarkably, parallel to a 10% increase in the proportion of female leaders in the parliament.

On the level of the population, Canada has a higher and healthier population growth compared to UAE, as well as Human Capital Index.

Thus, gender parity is more than giving rights to women; it is a critical factor to a healthy and sustainable economic growth. It is crucial to focus the efforts towards equality in order reach a holistic success especially for the underdeveloped countries.

To achieve gender parity, nations should:

  • Relax the restrictions on women’s time and schedule
  • Eliminate the legal and organizational barriers (Glass Ceiling) to women’s economic and political leadership
  • Promote the entrepreneurship and self-employment among young females

The Nexus of Unemployment and Economic Growth

The Nexus of Unemployment and Economic Growth

Wassim, Nathalie, and Imad; three individuals who were pushed out of work by the deteriorating economic conditions in Lebanon. Tens of thousands of people like them have been suffering daily for the past 3 years living from paycheck to paycheck up until they were forced out of it (work). Lebanon has witnessed what no other country has. Unemployment rates doubled in only a decade, COVID-19 took out thousands, and inflation bankrupted hundreds of businesses.

According to Okun, a very low or negative growth in GDP leads to a rise in unemployment. By observing this visual, we can see how unemployment skyrocketed while GDP growth took a deep dive. Comparing the years 2008 and 2009, GDP growth increased 10.23 percentage points while unemployment rates decreased by 6.35 percentage points. We can conclude an inverse correlation between GDP growth and unemployment. Another observation is that between years 2020 and 2021, GDP growth increased by almost 15 percentage points. Despite this growth, unemployment remains significantly high at 14.49 percentage points. Importantly, this project is action-oriented in that it shows the nexus between unemployment and GDP growth #SDG8, which are intrinsic to an economy, from more “policy-driven” factors that can be addressed, improved or mitigated.

Here, a question rises? What is the cause for the disproportionality between GDP growth and unemployment rates? There are 3 possible causes for its inverse relation:

• The decrease of Foreign Direct Investment (FDI) which reached 3.98 percentage points in 2019 due to the lack of security and political tension
• Another possible cause is the low diversification in economic sectors due to scarcity of resources. Looking at this visual, we can see the focus of employment shift mainly to the service industry which witnessed an increase by 65.10 percentage points while the agricultural and industrial sectors are left behind increasing by under 30 percentage points in 2019.
• The third and final possible cause is the over-dependence on food and fuel imports. Lebanon possesses the second highest food and energy imports in 2019.

What should be done?

Drawing upon decades of empirical literature on drivers and predictors of lack of growth, this project proves Okun’s law using visualizations for the case of Lebanon. According to International Labor Organization (ILO), not just growth, but quality of growth is the key anchor in the SDGs 2030 agenda. Sustainable economic growth will require societies to create the conditions that allow people to have quality jobs that stimulate the economy while not harming the environment.
1. Creating greater opportunities for women and men to secure decent employment and income. Closing the employment gap is at the heart of the decent work agenda, this can be through promoting voluntary private initiatives and corporate social responsibility.
2. Instating policies to enhance knowledge, skills and employability for men and women since gender remains a source of labor market inequalities and inadequately utilized human resources. Women continue to be employed in a narrower range of occupations than men and to be concentrated in lower-paid, insecure, and unprotected jobs.
3. Promoting employment through reconstruction and employment-intensive investment.
4. Increasing access to financial services to manage incomes, accumulate assets and make productive investments.

Findings and Recommendations

A shift in economic thinking and planning towards economic structural transformation is necessary for the Arab region to develop on SDG 8 (ESCWA, 2021). The post-pandemic SDG agenda must leverage the lessons learnt to reinforce national social safety nets and employment policies. This strengthens economic resilience and allows developing countries to absorb shocks. A continued lack of decent job opportunities, insufficient investments, and under-consumption slows down economic growth. The average growth rate GDP is increasing after the pandemic; however, it still did not reach pre-pandemic levels of growth and developing countries such as Lebanon are moving farther from the 7% growth rate set for 2030. Therefore, as labor productivity decreases driven by low productivity and unemployment rate rises, standards of living decreases and overall economic growth decreases.

Governments must join forces and formulate policies to promote better job opportunities through active labor market programs, corresponding to important SDGs: Economic Growth and Decent Work, as well as Partnerships to Achieve the Goals.

Sustainable economic growth will require societies to create the conditions that allow people to have quality jobs that stimulate the economy while not harming the environment. Job opportunities and decent working conditions are also required for the whole working age population. There needs to be increased access to financial services to manage incomes, accumulate assets and make productive investments. Increased commitments to trade, banking and agriculture infrastructure will also help increase productivity and reduce unemployment levels in the world’s most vulnerable regions.#SDG8 #SDG16

Renewable is the future!

Renewable is the future!

 

SDG7. AFFORDABLE AND CLEAN ENERGY:

Electricity is essential for reducing poverty, boosting the economy, and raising living standards. Therefore, a crucial social and economic indicator is the proportion of the population who have access to electricity.

Over the past few decades, the proportion of people with access to electricity has been rising gradually on a global scale. Around 71% of people worldwide had access in 1990; by 2016, 87% of people had access. This indicates that in 2016, 13% of the world’s population lacked access to electricity.

High-income nations or those considered developed by the UN are presumed to have 100% electrification as of the year they were classified as such. While most nations are on an improving trend, a few are still seriously trailing. Significant access expansion will continue to be a difficult task for several nations over the coming decades, particularly in Africa due to the poverty level.

Find below a map representing the electricity around the world.

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Modern society depends on reliable and affordable energy services to function smoothly and to develop equitability. Intensive development patterns have historically relied on inexpensive and energy-dense fossil fuels such as nuclear energy which increased through the years. On comparison, the electricity from renewable energy was very low and wasn’t used effectively.

The best way to tackle the problem and to follow the SDG 7  is to use more renewable energy and this can be done through:

  • By making investments in neighbourhood infrastructure to create accessible energy services, you can guarantee that all workers and their families have access to a dependable and inexpensive supply of energy.
  • Ensure that all your operational electricity needs are met by renewable energy.
  • Ipa
  • Companies have the chance to invest in and train women to become renewable energy entrepreneurs because women often consume most of the energy at the household level.

 

End World Hunger

End World Hunger

SDGs were adopted by the UN in 2015 as a universal call to action to ensure that by 2030 all people enjoy peace and prosperity. They are 17 goals and goal 2 specifically is about creating a world free of hunger.

After steadily declining for a decade, world hunger is on the rise again, affecting nearly 10% of people globally, a crisis driven largely by conflicts and wars such as the war in Ukraine which is disrupting the global food supply chains and creating the biggest global food crisis since the second world war, by climate change and the Covid-19 pandemic.

828 million ppl suffered from hunger in the year 2021, which is 46 more from a year earlier and 150 m more than 2019.

45 million children under the age of 5 were suffering from wasting which increases children’s risk of death by up to 12 times.

149 million children under the age of 5 had stunted growth and development due to a chronic lack of essential nutrients in their diets.

2.3 billion people were severely food insecure, 350 million more compared to before the outbreak of the covid 19 pandemic.

3.1 billion people couldn’t afford a healthy diet reflecting the effects of inflation in consumer food prices stemming from the economic impacts of the covid 19 pandemic.


Looking at the side-by-side bar chart, we can see the Global Hunger Index values in 2021 and 2022. GHI is a tool that attempts to measure and track hunger. It is a 100-point scale with zero being the best score meaning no hunger and 100 being the worst. The graph clearly shows us that the global hunger index values became worse in 2022 compared to those in 2021. For example, GHI for Congo was 30.3 in 2021, and it increased to 37.8 in 2022.


This line chart shows us that even though the % of stunted children was declining, back in 2019 it started to rise again and is continuing according to research.

There is no single idea that will solve world hunger alone. But there is a range of solutions available to us from an institutional level to an individual level that collectively can bring us to zero hunger.
Sustainable food: which can be achieved through funding projects so people can provide food for themselves in a sustainable way and are able to create their own steady supply of food instead of relying on aid from foreign countries.
Access to education: which is the best weapon against poverty and hunger because it means better opportunity and more access to income and food.
Empowering women: which has a direct correlation with hunger. Empowering women to gain access to food, be providers and lead their families has had a major impact on food access and the ability to change financial situations.
Transitioning: people suffering from hunger need help transitioning into a state of self-dependence. Some organizations have already started supporting with this transition. For instance, 15 feeds family starts by providing families with food, but then slowly find solutions to empower families to be self-sufficient because this will allow for a certain food income while relying on donations does not always guarantee food.
Food donations and school campaigns: even though we want the world to be self-sustainable, this is something that will not happen overnight, so it is important in the meantime to lend a helping hand. Donations have had an immerse impact on world hunger, for example organizations such as food for all was able to raise 60 million $ to fight world hunger in the year 2019. Besides, the World Food Program has been supporting school feeding for 6 decades. In 2020, 15 million school children received nutritious meals and snacks from WFP, and working with governments to build capacity, it helped strengthening the national school feeding programs of 65 countries, benefiting a further 39 million children.

Speaking of facts, governments, authorities, and NGOs worldwide need to urgently react and cooperate in the face of one of the largest challenges the world community is faced with. Extra effort to tackle the crisis should be put in place and proposed solutions which some of them have already been implemented need to expand into larger scales to be able to address the issue because what is being done is fine but never enough in the face of increasing rates.