To understand nested helping relationships in higher education, I examined the role of the educational working alliance (EWA) in predicting the key student outcomes of learning (earned grades, expected grades, and end-of-first year GPAs), learning ownership, and retention. The EWA describes the collaborative efforts of instructors and students to (a) form strong emotional bonds, and (b) reach agreements regarding educational goals and tasks. I hypothesized that, after controlling for instructors' and students' sex, college entrance exam scores, and prior course credit, three relationships would emerge. First, bonds and goals/tasks would be positively related. Second, the student-level bonds, goals/tasks, and interaction (bonds with goals/tasks) would be positively related to learning, learning ownership, and retention. Third, students' course-aggregated bonds, goals/tasks, and interaction ( bonds with goals/tasks), when functioning interactively (cross-level effects) with student-level bonds, goals/tasks, and interaction (bonds with goals/tasks), would be positively related to learning, learning ownership, and retention. Using five-years of archival end-of-course evaluation (EOCE) data ( g = 131 [groups]; N = 65 [instructors]; N = 1,845 [students]) for a foundational undergraduate university seminar course, EOCE items represented the bonds and goals/tasks dimensions, learning ownership and expected grades while institutional records provided earned grades, end-of-first-year GPAs, and second year retention statuses.
I used correlational analyses to investigated the relationship between bonds and goals/tasks, hierarchical multiple regression to investigated student-level relationships between the main (bonds, goals/tasks) and interactive (bonds with goals/tasks) effects with learning, learning ownership, and retention, and multilevel modeling to investigate cross-level (students within courses) relationships between the main (bonds, goals/tasks) and interactive (bonds with goals/tasks) effects with learning, learning ownership, and retention. Correlational analyses supported Hypothesis 1 in that bonds and goals/tasks were positively related (r = .71, p < .01). Hierarchical multiple regression analyses found partial support for Hypothesis 2a in that bonds positively predicted one of the five outcomes (learning ownership [b = .202, p < .01]), partial support for Hypothesis 2b in that goals/tasks positively predicted four of the five outcomes (earned grades [b = .130, p < .01], expected grades [b = .164, p < .01], spring GPAs [b = .059, p < .05]), and learning ownership [b = .413, p < .01]), and partial support for Hypothesis 2c in that bonds and goals/tasks interacted to positively predict two of the five outcomes (spring GPAs [b = .310, p < .10] and learning ownership [b = .983, p < .01]). Multilevel modeling did not find support that group-level bonds, goals/tasks, and their interaction (bonds with goals/tasks) interacted with student-level bonds, goals/tasks, and their interaction (bonds with goals/tasks) to predict statistically significant increases in learning, learning ownership, or retention (Hypotheses 3a, 3b, and 3c not supported).
Results indicated that instructors may help unleash their students' learning and performing potential by collaborating with students to form and maintain strong interpersonal emotional bonds and the needed educational goals and tasks agreements to facilitate students' efforts to reach their various educational outcomes.