Working with MCC’s Open Data: Road Rehabilitation in Nicaragua
October 7, 2016
Javier Parada, a doctoral student in agricultural and resource economics at the University of California, Davis, was the winner of MCC’s first Open Data Challenge. Below, Javier explains how access to MCC’s data helped to advance his research on road rehabilitation in Nicaragua. Abstracts for the second Open Data Challenge are due October 17, 2016, and MCC is pleased to announce prizes of up to $1,000 for top papers. For additional details on eligibility and how to submit your abstract and paper, visit the Open Data Challenge webpage.
Roads play a central role in rural development. Improvements in transport infrastructure enable rural populations to access new markets and benefit from new technologies. In spite of the importance of roads in rural development, little is known about the size and distribution of their benefits. To better understand who benefits from rural roads and why, I chose to study how rural road improvements impact farmers as my dissertation topic.
I learned about MCC’s road rehabilitation work in Nicaragua through the agency’s 2015 Open Data Challenge, which encouraged graduate students to contribute innovative ideas on how to maximize the use of MCC’s project evaluation data. The contest drew my attention to a wealth of survey data and background information on MCC’s road rehabilitation work in Nicaragua. I was honored when my paper on the subject won first place. During my visit to MCC, I presented my findings at MCC’s Open Data: Big Impact event. While at MCC, I got an inside look into the agency’s inner workings and met with practitioners who provided valuable feedback on my research results.
In 2005, MCC signed a five-year, $175 million compact with the Government of Nicaragua to help reduce transportation costs, improve access to markets, and raise incomes for farmers and rural businesses. The MCC-funded Transportation Project substantially rehabilitated 42 miles of rural roads in 2008–2009. The communities surrounding the road upgrades were expected to benefit from lower food prices and cheaper consumer goods.
MCC commissioned economist Jonathan Alevy to conduct an independent impact evaluation of its road rehabilitation work. Alevy looked at the impact of the road rehabilitation by comparing store prices in rehabilitated areas to prices in non-rehabilitated ones. He found that prices for cheese and eggs declined by about 20 percent in the rehabilitated areas, but overall, he did not find a statistically significant change in the price of consumer goods between the two areas. It was extremely useful for me to compare my results to his as I did my research.
For my Open Data Challenge paper, I focused on the rehabilitated road León-Poneloya-Las Peñitas, which is the only direct connection between León — Nicaragua’s second largest city — and a fishing port and a coastal village. Before the MCC project, the road’s 12.2-mile surface was in very poor condition. MCC’s investment helped strengthen pavement structures, drainage structures, sidewalks and shoulders, significantly improving the road’s quality and reliability, including during severe weather.
I wanted to better understand the impact of MCC’s investment by comparing prices in stores located in rural areas along the rehabilitated road to the prices in stores in León. I found that the price of some storable goods — cooking oil, toilet paper, matchsticks and toothpaste — that travel from urban centers to rural areas, declined relative to urban prices. And the price of one good that travels from rural areas to urban areas — fresh fish caught in the coast — increased. My findings suggest that as it gets easier and less costly to deliver consumer goods to more remote areas, we should expect the prices of these goods to drop for rural consumers. And as rural producers have easier access to urban markets where they can charge higher prices, local prices for their products should be expected to increase. In short, better roads help narrow the gap between urban and rural prices.
My research is ongoing, and there are still many questions to answer. For example, why did this road rehabilitation seem to have an impact on the price of some consumer goods but not others? I will be looking at the local market structure for answers. Manufacturers rely on intermediaries to get their goods to rural areas, and farmers rely on intermediaries to get their goods to urban areas. It will be important to see whether a single intermediary is controlling the market for certain goods and capturing all of the benefits from the improved road, and conversely, if competition among intermediaries results in greater distribution of benefits.
Better roads help narrow the gap between urban and rural prices.
Thanks to the comments I received at MCC, I have now introduced a new comparison group of stores to consider in my dissertation. MCC’s feedback is helping to deepen my research, which I hope will contribute to our understanding of how rural road rehabilitation can help reduce rural poverty. My Open Data Challenge experience is a great example of how MCC’s commitment to making its data publicly available can encourage graduate students like me to strive to advance international development research.