PurposeIn the emergent context of the digital transformation of learning processes, this study aims to examine the influence of students' digital learning orientation on their innovative behavior, mediated through readiness for change. Furthermore, we investigate how organizational learning culture moderates the aforementioned mediated relationship. From an educational sector stakeholders' perspective, elaborations are made on how the constructs will aid in facilitating and nurturing the sustainable development of educational organizations.Design/methodology/approachThe respondents for this descriptive study were drawn from a student sample, who had taken up postgraduate courses in science and technology streams, in a prominent university in India. Self-reporting questionnaires were administered among the respondents, who were selected through random sampling. Measurement model analysis was done using IBM AMOS 21.0, and path analytic procedures using PROCESS 3.0 macro were used to test the proposed hypotheses.FindingsThe results revealed that digital learning orientation had a significant indirect effect on innovative work behavior, through readiness for change. Also, the conditional indirect effects of digital learning orientation on innovative work behavior, mediated through readiness for change, were influenced by organizational learning culture as the moderator, specifically when the levels of the moderator were low. At optimal levels of an organizational learning culture, digital learning orientation had a significant influence on innovative behavior, through higher readiness for change. However, beyond a certain threshold, organizational learning culture does not have a significant influence on predicting outcomes.Originality/valueThis study is pioneering in conceptualizing and testing a theoretical model linking digital learning orientation, organizational learning culture, readiness for change and innovative behavior. The study is relevant especially in the context of today's students being referred to as “digital natives,” and it, thus, becomes imperative to understand how the same can be translated into work outcomes. Educators are suggested to facilitate an organizational learning culture that is conducive to nurturing positive outcomes among digital native students. Efforts should be oriented toward undertaking teaching pedagogies that will include more of digital gadgets and technologies, enabling higher experiential learning.