Public Economics Commons^™

Comparison Of Country/Economies At Stage Of Development With Movement In Rankings Of Countries On Global Competitiveness, Pradip K. Shukla, M. P. Shukla, Y. P. Shukla, A. P. Shukla

Business Faculty Articles and Research

With close to 200 countries in the world today, these countries are at various stages of development from less developed to more develop; these stages are often labeled in a rising numerical sequence such as Stage 1 to 3. Countries in the world compete in a global economy to benefit their domestic firms and citizens. As countries move to a higher stage of economic development they offer more global competitiveness for global businesses seeking new markets for sales, offshore outsourcing, and investments.

“The World Economic Forum is the International Organization for Public-Private Cooperation. The Forum engages the foremost political, business …

Poverty Mapping Using Convolutional Neural Networks Trained On High And Medium Resolution Satellite Images, With An Application In Mexico, Boris Babenko, Jonathan Hersh, David Newhouse, Anusha Ramakrishnan, Tom Swartz

Economics Faculty Articles and Research

Mapping the spatial distribution of poverty in developing countries remains an important and costly challenge. These “poverty maps” are key inputs for poverty targeting, public goods provision, political accountability, and impact evaluation, that are all the more important given the geographic dispersion of the remaining bottom billion severely poor individuals. In this paper we train Convolutional Neural Networks (CNNs) to estimate poverty directly from high and medium resolution satellite images. We use both Planet and Digital Globe imagery with spatial resolutions of 3-5 m2 and 50 cm2 respectively, covering all 2 million km2 of Mexico. Benchmark poverty estimates come from …

Origins And Resolution Of Financial Crises: Lessons From The Current And Northern European Crises, Finn Ostrup, Lars Oxelheim, Clas Wihlborg

Business Faculty Articles and Research

Since July 2007, the world economy has experienced a severe financial crisis that originated in the U.S. housing market. Subsequently, the crisis has spread to financial sectors in European and Asian economies and led to a severe worldwide recession. The existing literature on financial crises rarely distinguishes between factors that create the original strain on the financial sector and factors that explain why these strains lead to system-wide contagion and a possible credit crunch. Most of the literature on financial crises refers to factors that cause an original disruption in the financial system. We argue that a financial crisis with …