Researchers increasingly have access to two types of data: (i) large observational datasets where treatment (e.g., class size) is not randomized but several primary outcomes (e.g., graduation rates) and secondary outcomes (e.g., test scores) are observed and (ii) experimental data in which treatment is randomized but only secondary outcomes are…

In the 2018 legislative session, the General Assembly appropriated $28.4 million to increase production of degree awards in the areas of data science and technology, education, healthcare, and science and engineering. The funding, targeted toward 14 public four-year institutions (University of Virginia's College at Wise was excluded), included…