McClure was born Suffern, New York, and raised in Overland Park, Kansas. She earned her Bachelor of Science degree in Mathematics from the University of Kansas. During high school, she was a member of the marching band which she credits for teaching her a work/life balance.[1] Upon completing her Bachelor of Science degree, McClure enrolled at the University of Iowa for her Master's degree in Preventive Medicine and Environmental Health and then University of Michigan for her PhD in Biostatistics.[2]
Career
Upon completing her PhD, McClure joined the faculty in the Department of Biostatistics at the University of Alabama at Birmingham (UAB).[3] During her tenure at the institution, she collaborated with Nalini Sathiakumar to better understand the relationship between environmental conditions observed from space and the health effects experienced on Earth. She used satellite data to measure particulate matter, ozone, and other environmental exposures, which she then used to track the effects of air quality.[4] In 2014, McClure was invited to join the inaugural Edge of Chaos Scholars program which deals with "problems that defy easy or obvious solutions."[5] The following year, she published a paper using data from the Reasons for Geographic and Racial Differences in Stroke (REGARDS) study which found that second hand smoke led to an increased risk of stroke by 30 percent.[6]