Jurnal Relevansi : Ekonomi, Manajemen dan Bisnis
Vol 10 No 1 (2026): Jurnal Relevansi: Ekonomi, Manajemen dan Bisnis

Big Data Analytics Competence and Transformational Leadership in Managerial Self-Efficacy for Data-Driven Decisions

Muhammad Daan Agung Lazuardi (Universitas Gajayana Malang)
Umi Muawwanah (Universitas Gajayana Malang)
Bhakti Hendrakusuma (Universitas Gajayana Malang)



Article Info

Publish Date
24 Jun 2026

Abstract

The rapid digital transformation within the energy sector has increased organizational dependence on data-driven decision-making, where managerial effectiveness is shaped not only by technological capability but also by psychological readiness and leadership support. This study examines the influence of big data analytics competence and transformational leadership on managerial self-efficacy in data-driven decision-making. A quantitative explanatory design was applied, involving 72 managerial employees selected through total sampling. Data were collected using structured questionnaires with a five-point Likert scale and analyzed using multiple linear regression in SPSS version 26. The results show that big data analytics competence has a positive and significant effect on managerial self-efficacy (β=0.221; p=0.003), whereas transformational leadership has a stronger positive influence (β=0.682; p<0.001). Simultaneously, both variables significantly explained managerial self-efficacy (R²=0.681; F=72.541; p<0.001). The study concludes that both factors enhance managerial self-efficacy, with transformational leadership being the more dominant factor. However, this study is limited by its single-organization context and cross-sectional design. Theoretically, this study integrates the Resource-Based View and Social Cognitive Theory, while practically, it emphasizes the need to strengthen analytical competence and transformational leadership to improve data-driven decision-making.

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Journal Info

Abbrev

relevansi

Publisher

Subject

Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Social Sciences

Description

Jurnal Relevansi: Jurnal Ekonomi, Manajemen, dan Bisnis  is a peer-reviewed journal. Ekombis invites academics and researchers who do original research in the fields of economics, management, and accounting, including but not limited to: Economics      Monetary Economics, Finance, and Banking ...