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Understanding the Concept of Alternative Data and its Several Use Cases

Information acquired from non-traditional sources is referred to as alternative data. Alternative data has several applications/use cases that span a variety of industries. The landscape/breadth of alternative data sources includes a wide range of data that is available and is collected, including mobile data, credit card transactions, consumer shopping patterns, social media trends, web scraped […]

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The Status of MSMEs in Several Developing Countries – Part 3: India

According to verified data from the World Bank, the Gross Domestic Product (GDP) in India was valued 3.1 trillion US dollars in 2021. India’s GDP accounts for 0.21 percent of the global economy. The MSME sector alone accounts for around 29% of the GDP and all domestic and international trade. MSMEs will be essential in

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The Status of MSMEs in Several Developing Countries – Part 2: Africa

In Africa, poverty is a problem that is pervasive. In 2022, about 460 million people on the continent were surviving on less than $1.90 (U.S.) per day, the threshold for extreme poverty. According to Statista, Nigeria was home to over 12% of the world’s population living in extreme poverty in 2022, with the poverty line

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The Status of MSMEs in Several Developing Countries – Part 1: Cambodia, Indonesia, and Philippines

MSMEs are the backbone and lifeblood of developing nations like India, Cambodia, Indonesia, the Philippines, and many others in Africa. Since MSMEs make up the majority of a nation’s economy, national governments and their collaborations with international organizations are working extremely hard to encourage the creation, growth, and sustainability of MSMEs. Cambodia Micro, Small, and

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An Opportunity for Green MSMEs

MSMEs are essential to achieving inclusive sustainable growth through innovations, which is the foundation of developing economies. MSMEs are important to communities all over the world since they use the least amount of capital to industrialize rural and underdeveloped areas while giving vulnerable and marginalized individuals a lot of employment opportunities. Through the fair distribution

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Climatic Challenges and Risks to the Sustainability of MSMEs

Over 90% of businesses worldwide are MSMEs, which also account for 60-70% of all employment and 50% of global GDP. MSMEs support the livelihoods of the poor, women, youth, and other vulnerable groups, as well as the local and national economy. The Sustainable Development Goals (SDGs), which were introduced by the United Nations in 2015,

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Bridging the MSME (Micro, Small, and Medium-sized Enterprise) Finance Gap

What are MSMEs? Micro, small, and medium-sized enterprises (MSMEs) are businesses that are classified based on a relatively smaller amount of revenue, assets, or number of employees (below a certain set threshold).   Each country has its own definition and size criteria for a business to be classified as an MSME, and the industry in which

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Potential Solutions to the Student Loan Debt Crisis in the US

The burden of student loan debt affects everyone: families, individuals, and the government. The student loan debt crisis has been an ongoing concern for many years, and the COVID-19 pandemic has only made the situation worse. As a result of the global COVID pandemic, several people lost their employment and had financial troubles as a

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