Title: Moving towards a data-driven approach to self-leadership: exploring the combination of app-based reflection diaries and data-based ideation techniques

Authors: Christian Hoßbach; Miriam Bachmann; Kristiana Roth; Anne-Katrin Neyer

Addresses: Martin Luther University Halle-Wittenberg, Große Steinstraße 73, 06108 Halle (Saale), Germany ' Martin Luther University Halle-Wittenberg, Große Steinstraße 73, 06108 Halle (Saale), Germany ' University of Applied Sciences Upper Austria, Roseggerstraße 15, 4600 Wels, Austria ' Martin Luther University Halle-Wittenberg, Große Steinstraße 73, 06108 Halle (Saale), Germany

Abstract: Responding to the rapidly changing nature of work in organisations, self-leadership becomes an increasingly relevant competence. Although a lot of approaches for fostering self-leadership exist, they fall short of actualising technological potential for enabling people to derive self-leadership strategies based on systematic data collection. We present a data-driven approach to self-leadership that combines app-based reflection diaries with data-based ideation techniques and develop a prototypical intervention design to test its effectiveness. A randomised controlled field intervention with 61 students at a German university who needed to cope with the frequently changing study conditions during the COVID-19 pandemic provided initial support for its positive effects on self-leadership, creative self-efficacy, and resilience. An exploratory analysis of the daily reflection data provided further insights into potential mechanisms involved in this process. We discuss these findings to lay out an agenda for future research exploring data-driven approaches to self-leadership and their practical applications.

Keywords: self-leadership; self-reflection; self-monitoring; self-rewarding activities; reflection app; reflection diary; creativity; creative self-efficacy; ideation; resilience; data-driven approach.

DOI: 10.1504/IJEIM.2024.140360

International Journal of Entrepreneurship and Innovation Management, 2024 Vol.28 No.1/2, pp.25 - 47

Received: 15 Sep 2022
Accepted: 02 Jan 2024
Published online: 05 Aug 2024 *

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