Knowledge Flow Processes and Organizational Learning Outcomes in Research Think Tanks: Evidence from Kenya.

Abstract

How knowledge moves within organizations remains central to understanding why some institutions learn and adapt while others reproduce fragmented routines. Although organizational learning theory recognizes knowledge creation, sharing, documentation and use as interdependent processes, empirical research has largely examined these dimensions in isolation, with limited evidence from research institutions in the Global South. Drawing on the 4I framework of organizational learning, the study examines how knowledge flow processes interact to shape organizational learning outcomes within a Kenyan research think tank. Using a cross-sectional single-case survey design, data were collected from 42 staff members and analyzed though descriptive statistics, chi-square tests, Fisher’s Exact tests and multiple regression models to examine the association and relative influence of knowledge flow dimensions on evidence- informed decision-making, adaptive management and influence of learning on practice. The findings reveal a structural decoupling between knowledge generation and organizational learning; while knowledge creation and within-programme sharing are institutionally strong, they do not consistently translate into organization-wide learning. Knowledge documentation supports retention but remains weakly connected to action. In contrast, knowledge use merges as the strongest and only consistent predictor if organizational learning outcomes (β = 0.589, p = 0.046), indicating that learning is activated through application rather than possession or circulation of knowledge. The predominance of minor operational adjustments over strategic redesign show that learning remained largely single-loop rather than transformative. The study advances organizational leaning theory by demonstrating that knowledge flow processes are non-linear and conditionally integrated, with knowledge use functioning as a critical conversion mechanism between knowledge availability and organizational adaptation. It extends the 4I framework by showing how resource constraints and structural fragmentation shape learning trajectories in African knowledge intensive institutions.