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The data revolution continues with the latest World Bank Innovation challenge

Marianne Fay's picture

On September 22, 2016, we launched the World Bank Big Data Innovation Challenge – a global call for big data solutions for climate resilience and sustainable development.

As the world grows more connected--through mobile phones, social media, internet, satellites, ground sensors and machines—governments and economies need better ways to harness these data flows for insights toward targeted policies and actions that boost climate resilience, especially amongst the most vulnerable. To make this data more useful for development, we need more data innovations and innovative public-private arrangements for data collaboration.

The World Bank Big Data Innovation Challenge invites innovators across the world to reimagine climate resilience through big data solutions that address the nexus areas of food security and nutrition, and forests and watersheds – high priority areas of the World Bank’s Climate and Forest Action Plans and the UN Sustainable Development Goals.

Big data innovation – moving from ideas to implementation

Trevor Monroe's picture

If you want to do something fast, do something that has already been done. If you want to hardwire a data innovation into World Bank Operations, be prepared to involve others in a process of learning by doing.  – Holly Krambeck, Senior Transport Specialist, WBG

As the world grows more connected, data flows from a multitude of sources. Mobile networks, social media, satellites, grounds sensors, and machine-to-machine transactions are being used along with traditional data--like household surveys--to improve insights and actions toward global goals.
At the World Bank, a cadre of pioneering economists and sector specialists are putting big data in action. Big data sources are being harnessed to lead innovations like:

  • satellites to track rural electrification, to monitor crop yields and to predict poverty;
  • taxi GPS data to monitor traffic flows and congestion
  • mobile phone data for insights into human mobility and behavior, as well as infrastructure and socio-economic conditions 

How can countries take advantage of the fourth industrial revolution?

Victor Mulas's picture

The economy is in a restructuring process. Technology-led transformations are no longer limited to technology-related sectors and are beginning to affect structural sectors, including manufacturing, retailing, transportation and construction. Disruptions of business models are surging from a fragmented network of entrepreneurs and innovators. Cognitive skills are increasingly being replaced by technology-led productivity, affecting labor supply in both developing and developed countries. In turn, creativity and social skills are becoming more important and more valuable than ever before. This process has been called the Fourth Industrial Revolution.

Countries that are less prepared to adapt to these structural changes will suffer in their competitiveness. As much as 80 percent of the productivity gap between developed and emerging economies can be explained by the lag in transitioning to technology-led changes from previous economic restructuring processes (for example, the 18th-  and 20th-century industrial revolutions). Automation is reducing the cost of traditional labor-intense industries (reducing costs relative to labor by 40 percent to 50 percent since 1990), shifting the cost structures that benefited emerging economies. Trade is shifting increasingly to digital goods and services. Knowledge-intensive flows of trade are already growing about 30 percent faster than capital-  and labor-intensive trade flows. Jobs are also being affected, with routine cognitive functions being affected the most, while providers of intellectual and physical capital benefitting disproportionately. 

There are also opportunities stemming from this widespread diffusion of technology and transformational changes. Entrepreneurship and innovation is becoming affordable and de-localized. The innovation model of large capital-intense laboratories (e.g., Bell Labs) is not the most effective one anymore. Instead, open innovation (the process whereby large firms co-create innovation with entrepreneurs and other actors, instead of having an internal process) and innovation emerging from startups are increasing. Tech startup ecosystems have emerged in cities worldwide, in both emerging and developed economies, disrupting traditional business and creating new industries. This results in local innovation and business models that can be appropriated by the domestic economies. These ecosystems also generate new sources of jobs emerging from the structural changes produced by technology.

How high-growth firms can reshape the economy

Denis Medvedev's picture

Productivity. Growth. Jobs. These are the outcomes that are at the top of many of our clients’ agendas, and they form a core part of most of our private sector development projects. But where do they come from? Who creates them?

Evidence from high-income countries suggests that the answer might be found in a group of small, young and fast-growing firms that contributes disproportionately to these outcomes at the national level. In the United States, about 50 percent of new firms will have gone out of business before the age of five (Haltiwanger et al, 2013). Among those that do survive, just 12 percent experience output growth in excess of 25 percent, but they account for 50 percent of overall increase in output. Similarly, only 17 percent of surviving firms (less than 10 percent of all that entered) experience employment growth above 25 percent – but they create close 60 percent of new jobs in the U.S. economy (Haltiwanger et al, 2016). There is undoubtedly something special about these few high-growth firms (HGFs).

One key reason that HGFs are able to perform so well is their high productivity. Firms in the 90th percentile of the U.S. productivity distribution create almost twice as much output with the same inputs as firms in the 10th percentile (Syverson, 2004). In developing countries, the gap between firms at the top and bottom ends of the productivity distribution is even larger – up to five times! (Hsieh and Klenow, 2009)

Beyond their own high productivity, HGFs raise national efficiency in several important ways. Their “pull factor” facilitates the convergence of less productive firms to the national frontier (Bartelsman et al, 2008). And when markets for production inputs are competitive, HGFs are able to lift overall efficiency by pulling resources from less productive firms. This is what accounts for their disproportionate contribution to productivity, jobs, and output growth (Haltiwanger et al, 2016).

How can cities reduce water-energy nexus pressures?

Robert C. Brears's picture
Credit: Water & Sanitation Program 

Cities over the past century have become the driving force of the global economy. Accounting for over half the world’s population and generating around 80% of global GDP, cities provide numerous opportunities for development and growth. Cities however bring about risks and challenges to people and the environment. By 2050, demand for water is projected to increase by 55% mainly due to increased demand from urban populations. At the same time demand for energy in providing water and wastewater treatment services will increase.

#ItsPossible to End Poverty

Christine Montgomery's picture

Ending poverty is within our reach. The percentage of people living in extreme poverty has more than halved since 1990, thanks to the sustained efforts of countless individuals, organizations and nations. 

Show us how #ItsPossible.

SDGs Made with Code: Giving women and girls the power to change the world

Mariana Dahan's picture
Increasingly more aspects in our lives are powered by technology, yet women aren’t represented in the roles that create this technology. In many places there are barriers to simply using technology, let alone, creating it. Women in India and Egypt are six times more likely than women in Uganda to say that internet use is not considered appropriate for them, and that their friends or family may disapprove. Learning to create with technology opens up opportunities for women to express themselves, have the ideas heard and contribute to shaping our future. Even though there’s so much more we need to do, we’re inspired to see the movement around the world to break down these barriers and start contributing their voices to the field of technology.

We recently met Mariana Costa from Laboratoria – a nonprofit that empowers young women by providing them access to the digital sector. In the next three years Laboratoria will train more than 10,000 young women as coders. This tech social enterprise located in Peru, Mexico and Chile, helps young women - who have not previously had access to quality education – enroll in an immersive five-month training program at Laboratoria’s Code Academy, where students achieve an intermediate level on the most common web development languages and tools. Their technical development is complemented with a personal development program that helps them build the soft skills needed to perform well at work. Successful graduates also receive mentoring and job placement and are usually able to pay-back the cost of the course during their first two years of employment. Most of the time, these young girls are the only breadwinners in their households.

Is the declining pace of innovation lowering productivity & growth?

Vinaya Swaroop's picture

If you have been listening lately to Robert ‘Bob’ Gordon, an economics professor at Northwestern University, he will tell you that the days of great inventions are over. This in turn, has led to a significant slowdown in total factor productivity – a measure that economists use to measure innovation and technical progress. Falling productivity is one of the main reasons for growth shortfall in advanced economies like the United States.

Eager to know more about this seemingly worrisome and pessimistic thesis, which has attracted a lot of attention among economists and the media, we invited Gordon to give a talk at the World Bank.

Weekly wire: The global forum

Roxanne Bauer's picture

World of NewsThese are some of the views and reports relevant to our readers that caught our attention this week.

The Internet
Global Governance Monitor

The Internet has revolutionized communication and radically altered the conduct of business, politics, and personal lives. Information is now widely available and shared through instant message, email, and social media. Businesses can operate internationally with virtually no delay, enabling previously unimaginable opportunities such as providing medical advice across oceans. Moreover, the embedding of sensors, processors, and monitors in everyday products links the physical and virtual worlds, expanding vast streams of data and creating new markets. The Internet has also altered the relationship between governments and societies. Low-cost, nearly ubiquitous communication platforms allow citizens to mobilize and build transnational networks. The speed of communication can make governments more accountable, and open-data initiatives enable the participation of nongovernmental organizations and increased transparency. Though the technology has facilitated unprecedented economic growth, increased access to information, and delivered innovative solutions to historic challenges, the expansion of the Internet has also brought challenges and vulnerabilities.

The 2016 Brookings Financial and Digital Inclusion Project Report, Advancing equitable financial ecosystems
Brookings Institution

The 2016 Brookings Financial and Digital Inclusion Project (FDIP) evaluates access to and usage of affordable financial services by underserved people across 26 geographically, politically, and economically diverse countries. The 2016 report assesses these countries’ financial inclusion ecosystems based on four dimensions of financial inclusion: country commitment, mobile capacity, regulatory environment, and adoption of selected traditional and digital financial services. The 2016 report builds upon the first annual FDIP report, published in August 2015. The 2016 report analyzes key changes in the global financial inclusion landscape over the previous year, broadens its scope by adding five new countries to the study, and provides recommendations aimed at advancing financial inclusion among marginalized groups, such as women, migrants, refugees, and youth.

‘Smartest Places’ via smarter strategies: Sharpening competitiveness requires ingenuity, not inertia

Christopher Colford's picture

Seeking an antidote to the gloom-and-doom bombast of this election year? Try a dose of optimism about urban“hotspot hustle and cutting-edge cool” – with a book that champions smart public policy, delivered through a shrewd approach to Competitiveness Strategy.

Gazing into the rear-view mirror is a mighty reckless way to try to drive an economy forward. Yet backward-looking nostalgia for a supposedly safer economic past – with voters' anxiety being stoked by snide sloganeering about “taking back our sovereignty” and “making the country great again” – has infected the policy debate throughout this dispiriting election year, in many of the world’s advanced economies. Scapegoating globalization and inflaming fears of job losses and wage stagnation, populists have harangued all too many voters into a state of passivity, lamenting the loss of a long-ago era (if ever it actually existed) when inward-looking economies were, allegedly, insulated from global competition.

Optimism has been in short supply lately, but an energetic new book – co-authored by a prominent World Bank Group alumnus – offers a hopeful perspective on how imaginative economies can become pacesetters in the fast-forward Knowledge Economy. Advanced industries are thriving and productivity is strengthening, argue Antoine Van Agtmael and Fred Bakker, now that many once-declining manufacturing regions have reinvented their industries and reawakened their entrepreneurial energies.

Welcome to the brainbelt,” declares “The Smartest Places On Earth: Why Rustbelts Are the Emerging Hotspots of Global Innovation” (published by Public Affairs books). Now that brainpower has replaced muscle-power as the basis of prosperity in an ever-more-competitive global economy, the key factor for success is "the sharing of knowledge." Longlisted for the Financial Times/McKinsey Business Book of the Year Award, “Smartest Places” is receiving well-deserved attention among corporate leaders and financial strategists – and it ought to be required reading for every would-be policymaker.

The era of “making things smart” has replaced the era of “making things cheap” – meaning that industries no longer face a “race to the bottom” of competing on costs but a “race to the top” of competing on creativity. Knowledge-intensive industries, and the innovation ecosystems that generate them, create the “Smartest Places” that combine hotspot hustle and cutting-edge cool.

Those optimistic themes may sound unusual to election-year audiences in struggling regions, which are easy prey for demagogues manipulating populist fears. Yet those ideas are certainly familiar to readers at the World Bank Group, where teams working on innovation, entrepreneurship and competitiveness have long helped their clients shape innovation ecosystems through well-targeted policy interventions that strengthen growth and job creation.

“Smartest Places,” it strikes me, reads like an evidence-filled validation of the Bank Group’s recent research on “Competitive Cities for Jobs and Growth.” That report, published last year, offers policymakers (especially at the city and metropolitan levels) an array of practical and proven steps that can help jump-start job creation by spurring productivity growth.