“…The goal of this project is to reconceptualize metrics of student success. This conceptualization enfolds four dimensions that have been previously siloed in engineering education literature, though even within these groupings, engineering education researchers typically focus on one phenomenon at a time: Motivation (success could be measured by thriving [13,14], well-being [15,16], belongingness [17,18] grit [19,20]); Curricular Attainment (success could be measured by metrics like GPA and completion rates [21,22], conceptual understanding [23], transfer of skills across applications [24,25]); and Experiential Opportunities (success could be measured through understanding in authentic project based learning [26,27]; obtaining internship experiences [28,29] and undergraduate research [30], and job placement rates). The fourth dimension of success is considering success over time across career stages.…”