Analytics software company Applied Predictive Technologies (APT) recently partnered with WPDx to carry out an evaluation of one of the world's largest publicly available monitoring data sets. Covering nearly 400,000 water sources - such as wells or pumps - in more than 30 countries around the world, the WPDx data library is entirely free and open to the public. The evaluation focused on several countries, including Sierra Leone, Swaziland, Uganda, and Liberia and resulted in several actionable findings.
The goal was to create data-driven recommendations and tools to improve water access in developing countries. APT’s analytical experts utilized their suite of software and processes to examine patterns in water availability. Characteristics analyzed included countries’ investments, policies, demographics, and climate as well as water source type, age, and service area (among others).
Key analyses and results include:
- Drivers of Clean Water Access: Examining more than one hundred different traits (such as population, demographics, employment, sanitation policies, and the average age of water sources), APT explored the possibilities and limitations of using existing data to understand drivers of water access at a national level.
- Predictive Modelling on Water Access: Exploration into water point age, repair-service area, demographics, and other traits enabled APT to create a forecast model on the longevity of individual water sources. These findings can allow governments to make data-driven decisions on how they plan their budgets for operations and maintenance, as well as how to more effectively invest monitoring resources.
- Prioritizing Water Investments: By mapping high-resolution population data over water point data, APT created an algorithm focused on delivering clean water to the greatest number of currently unserved people at the lowest possible cost. This algorithm provides governments and others with the tools needed to prioritize their investments, both for rehabilitating water points and building new water sources.
To help disseminate these learnings, WPDx will be hosting a public webinar in Q4 2017, as well as producing an in-depth blog series on several key recommendations, decision frameworks, and tools based on the results of the APT evaluation.