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Night lights and the pursuit of subnational GDP: Application to Kenya & Rwanda

Apurva Sanghi's picture
Estimating national-level growth levels and rates is fraught with challenges. Doing so at subnational levels even more so – because of data challenges, and difficulties in attributing economic activity to a specific subnational unit. However, as countries decentralize, estimating subnational economic activity and growth is becoming all the more relevant for at least three reasons: First, there is strong policy interest in seeing how growth can occur in different parts of countries, so that communities can share in national prosperity and not get left behind.

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Valerie Lorena's picture

Also available in: Français | العربية

A boat trip from Port Elizabeth to Kingstown, in the Caribbean country of Saint Vincent and the Grenadines, is a one-hour trip that locals take several times a day. It was during one of these journeys that the boat of Kamara Jerome, a young Vincentian fisherman, ran out of gas six miles from Bequia City in what is termed locally as the "Bequia Channel." While waiting for help with strong wind gusts and the sun on his head, the idea of developing a boat that would run with wind and solar energy was born. Soon after, the idea became a prototype; a boat using green technology was on the water making 20-year-old Jerome a winner of international innovation competitions and a role model to other Caribbean youth. 
In Mexico, young engineer Daniel Gomez runs a multimillion bio-diesel company originally conceived as a research project for his high school chemistry class. Gomez and his partners - Guillermo Colunga, Antonio Lopez, and Mauricio Pareja - founded SOLBEN (Solutions in bio-energy in Spanish) in their early twenties. 
Although Daniel and Kamara have different educational backgrounds, they do share one important skill, the ability to identify a problem, develop an innovative solution, and take it to the market. In other words, being an entrepreneur, an alternative to be economically active, that seems to work and not only for a few.

Cecil the lion: Is there a golden lining?

Hermione Nevill's picture

Cecil the Lion at Hwange National Park in Zimbabwe.

We all know about the story that broke the Internet: the story of Cecil the lion and the Minnesota dentist who killed him. What you may not know is that you can now buy a gold-plated iPhone case with Cecil etched on the back for about US$1,000.

The world has reacted in different ways to the news of this black-maned martyr. For various reasons, the media has gone into overdrive, the public has been outraged, and enterprising phone-case companies have gotten creative. So what does it mean for us in the field of tourism, conservation and development?

The global spotlight has been a good thing.  First of all, it has raised the temperature of the debate around conservation. People have flooded the dentist’s business page with negative online reviews (“murderer!”), called for his extradition to Zimbabwe, signed petitions, made donations, retweeted celebrities and forced three US airlines to ban wildlife trophy transport.

Publicity like this can have a lasting effect on consumer demand by stimulating more responsible behavior. For example, media exposs on sex tourism and child abuse in Thailand and Madagascar caused the tourism industry (more than 1,000 travel and hospitality companies) to adopt a global code of ethics. Public backlash against the negative impacts of orphanage tourism (volunteering) in Cambodia – following a 2012 investigation by Al Jazeera – meant that most large travel agents removed the product from their books, not only in Cambodia but globally. There is an opportunity here for all tourists, hunters and operators to reflect on and improve the way they behave and interact with wildlife.

More crucially, Cecil’s publicity has revealed the divisiveness of the issue. While everyone condemns the illegality of what happened, conservationists, columnists, academics and others cannot definitively agree on bigger questions. Does trophy hunting really contribute to conservation? Or should it be banned? Is photographic tourism a better alternative? Do we actually know?

For those of us concerned with such development goals as natural-resource management, job creation or local community empowerment, this lack of a global consensus poses a policy challenge. Indeed, the last few days have highlighted that indeed both consumptive (hunting) and non-consumptive (safari) tourism can demonstrate positive impacts.

So perhaps the question is not “Which is the better alternative” but “How can we better capture the value and benefits of each?” One way is to look at the policy framework and its role in regulating the supply side of the equation.

The impact of investment climate reform in Africa: How has 'Doing Business' reform promoted broader competitiveness?

Aref Adamali's picture

Sub-Saharan Africa’s (SSA) impressive growth over the past decade or so has been matched by its equally impressive showing on the World Bank Group's "Doing Business" index. In 2012, one-third of the world’s top reformers on the index were from the continent, and every year its countries feature in the top 10 most active reformers. In 2014, five of the top 10 were from SSA.

Doing Business tracks progress in reforms that support a firm through its life-cycle, from start-up, through to raising capital, to potential closure. Through a mix of wide geographic coverage and rankings that generate a lot of public attention (not all of it wholly positive), the report has been a powerful motivator of investment climate reform, with the data serving as a useful means to measure progress made.
Doing Business as a start
While a large appeal of Doing Business as a measure of a country’s business environment is that it focuses on tangible business activities to which the private sector and policymakers can directly relate, its indicators are limited in scope. They are therefore intended to be used mainly as a litmus test of the state of a country’s investment climate. Therefore, while Doing Business's accessibility and global profile can be very useful in generating momentum for private sector reform, it ought to mainly serve as a starting point for a country to then engage in both broader reaching and deeper investment climate change. (This approach to the use of Doing Business has largely underpinned investment climate reform efforts in SSA by the Bank Group’s Trade and Competitiveness Global Practice.)  
So, if Doing Business is a starting point and is used as such, is there evidence to support the assumption that it triggers wider and deeper private sector reform? Or is movement on Doing Businesses a starting point and, unintentionally, an ending point too?
Linkages to wider competitiveness reform data
One of the most comprehensive measures of the state of different countries’ business environments is the World Economic Forum’s (WEF) Global Competitiveness Index (GCI), a data set of over 110 variables that looks at the current state of, and tracks changes in, competitiveness across the world. The data set is structured under 12 pillars that cover measures from institutional development to technology and innovation.

Using GCI as a good measure of competitiveness, and interpreting changes in it as a reflection of a country’s effectiveness in engaging in wider competitiveness reform, we can look at the relationship between GCI and Doing Business and, significantly, the extent of movement on the two indices.
A high-level review of the relationship between changes in GCI and Doing Business for different regions between 2007 and 2013 shows SSA to have performed comparatively well on both indices, performing similarly to countries of Eastern and Central Europe and surpassing the world average.[1] However, looking beyond averages to GCI’s specific pillars, SSA’s performance has been variable, advancing as a region in some areas more than others. Figure 1, below, shows GCI pillars where SSA has improved the most and the least, highlighting the top and bottom three.

Figure 1: Variations within competitiveness
(SSA score on GCI, total and select pillars)  

Of particular interest is Pillar 6, Goods Market Efficiency, because many of the areas that this pillar tracks are also areas where the Bank Group has focused its investment climate reform interventions, from business entry and competition, to taxes, trade and investment. (Two of the 16 indicators in this pillar actually comprise Doing Business data – the number of procedures and days required to start a business.)
Pillar 6 is one of the top three GCI pillars that have the greatest upward pull on SSA’s overall performance on GCI, countering the areas where SSA has slipped in its scores.

How forensic intelligence helps combat illegal wildlife trade

Samuel Wasser's picture
 Diana Robinson / Creative Commons Over the past decade, illegal poaching of wildlife has quickly caught up to habitat destruction as a leading cause of wildlife loss in many countries.
Poaching African elephants for ivory provides a case in point. Elephant poaching has sharply increased since 2006. We may now be losing up to 50,000 elephants per year with only 450,000 elephants remaining in Africa.  In short, we are running out of time and unless we can stop the killing, we will surely lose the battle. Decreasing demand for ivory is vital over the long term, but the scale of current elephant losses makes this strategy too slow to save elephants by itself. The ecological, economic and security consequences from the loss of this keystone species will be quite severe and potentially irreversible. 

Pushing the frontier of e-government procurement in Africa with the open contracting standard

Lindsey Marchessault's picture

Public procurement is a linchpin for good governance and effective public service delivery, both of which are critical to the sustainable development of Africa. In many countries throughout the region, strengthening procurement to address weaknesses in public sector governance has become a priority. 

The future of food: What chefs can bring to the table

Donna Barne's picture
Chef David Chang, left, with World Bank Group President Jim Yong Kim at the Future of Food event.
​© Simone D. McCourtie/World Bank

How can everyone, everywhere, get enough nutritious food? A famous chef, the president of the World Bank Group, a mushroom farmer from Zimbabwe, and a proponent of “social gastronomy” explored ways to end hunger and meet food challenges at an event, Future of Food, ahead of the 2015 World Bank Group-IMF Spring Meetings.

About 800 million people go to bed hungry every night. By 2050, there will be 9 billion people in the world to feed. Agricultural productivity will have to improve, said World Bank Group President Jim Yong Kim.

So how can chefs like David Chang, the founder of Momofuku restaurant, help?

Future Development Forecasts 2015

Shanta Devarajan's picture

Despite their mixed record last year, Future Development's bloggers once again offer their predictions for 2015.  Eight themes emerge.
1. Global growth and trade. The US economy will strengthen far above predictions. Together with lower oil prices and a better business climate in emerging markets, this will create substantial positive spill-overs, including to the smaller export-oriented Asian economies, boosting the growth of their manufactured exports well above recent trends. The US will look to open new free trade agreements in Asia—India may try to join—and seek opportunities to do the same in Africa. Meanwhile, Germany will face increasing resistance to the free-trade agreement with America (TTIP), just as Angela Merkel celebrates her 10th year in office.

When It Comes to Tackling Inequality, Start Early

Ana Revenga's picture

It seems that everyone is talking about inequality these days, and I, for one, am happy to see this issue at the forefront in the development discussion.

We can look at inequality in a number of ways, which are not unrelated. One of the most visible types of inequality on the radar is inequality of outcomes — things like differences in academic achievements, career progression, earnings, etc. — which, in and of themselves, are not necessarily bad. Rewarding an individual’s effort, innate talents and superior life choices can provide incentives for innovation and entrepreneurship, and can help drive growth.  

However, not all inequalities are “good.” When inequality perpetuates itself because those born poor consistently do not have access to the same opportunities as those born rich, what emerges is a deep structural inequality that is bad for poverty reduction, bad for economic growth, and bad for social cohesion. How pervasive are these deep inequalities? Much more than we would like. Indeed, when we examine what is happening in many countries around the world today, we find large and persistent, even growing, gaps in earnings between rich and poor. And we find that those who start out in poverty or are part of a disadvantaged group tend to remain there, with little opportunity to work their way out.

How do we explain this, and what can we do to tackle it? We need to take a step back and look at where this inequality originates, and that is where the concept of equality of opportunity comes in to play. This concept broadly refers to access to a basic set of services that are necessary, at the minimum, for a child to attain his or her human potential, regardless of the circumstances — such as gender, geographic region, ethnicity, and family background — into which he or she is born. Too often, access to such basic services like electricity, clean water, sanitation, health care and education is much lower among children born into circumstances that place them at a disadvantage. Children from disadvantaged groups thus set off on an unequal path from day one, which curbs their opportunities and potential into adulthood.

A Fragile Country Tale: Restrictions, Trade Deficits, and Aid Dependence

Massimiliano Calì's picture

 Masaru Goto, World BankPart of the World Bank’s new vision is to step up its efforts to help fragile and conflict-afflicted states break the vicious cycle of poverty. But this is no easy task.
The destruction of productive assets and the restrictions on the capacity to produce are among the most severe economic impacts of conflicts and fragility. These effects explain why countries in conflict or emerging out of conflict typically have very large trade deficits. The productive sector is often particularly weak by international standards, so exports are low and domestic consumption has to rely on imports. Indeed, five of the ten countries with the largest trade deficit in the world (Timor-Leste, Liberia, the Palestinian territories, Kosovo and Haiti) are considered fragile by the World Bank and other regional development banks (figure 1).