The nexus of business intelligence capabilities and digital culture. Evidence from the Jordanian pharmaceutical industry

Abstract This study addresses a critical gap in the literature by examining the tripartite relationship between Business Intelligence (BI), Digital Culture, and Smart Organization development within Jordanian pharmaceutical firms. While prior research has often explored these constructs in isolation or pairwise, this study introduces theoretical novelty by uniquely conceptualizing Digital Culture as a catalytic moderator that amplifies the impact of BI capabilities on organizational smartness. Through a survey of 102 senior and middle managers and employing hierarchical regression analysis with interaction terms, we find that BI dimensions collectively explain 59.9% of the variance in Smart Organization development. Crucially, the interaction between BI and Digital Culture is significant, contributing an additional 44.1% explanatory power and underscoring its role as a strategic multiplier. This study offers a validated, integrative framework for knowledge-intensive industries, demonstrating that the synergistic alignment of technological infrastructure and cultural readiness is essential for achieving sustainable competitive advantage in dynamic, regulated markets.

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Publication Details

Journal
Future Business Journal
Published
2026-02-03
DOI
https://doi.org/10.1186/s43093-025-00716-2
Primary Topic
Big Data and Business Intelligence
Type
article
Field-Weighted Citation Impact
0.00
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article

The nexus of business intelligence capabilities and digital culture. Evidence from the Jordanian pharmaceutical industry

Doaa Salman, Hisham Jadallah Mansour Shakaterh, Ruslana Lisova, Noor Ahmed et al.
Future Business Journal
Big Data and Business Intelligence
article

The nexus of business intelligence capabilities and digital culture. Evidence from the Jordanian pharmaceutical industry

Doaa Salman, Hisham Jadallah Mansour Shakaterh, Ruslana Lisova, Noor Ahmed, Ahmed Abbas, Andriy Stavytskyy, Ayat Mohammad Wuhaib Ababneh
article en

Abstract

Abstract This study addresses a critical gap in the literature by examining the tripartite relationship between Business Intelligence (BI), Digital Culture, and Smart Organization development within Jordanian pharmaceutical firms. While prior research has often explored these constructs in isolation or pairwise, this study introduces theoretical novelty by uniquely conceptualizing Digital Culture as a catalytic moderator that amplifies the impact of BI capabilities on organizational smartness. Through a survey of 102 senior and middle managers and employing hierarchical regression analysis with interaction terms, we find that BI dimensions collectively explain 59.9% of the variance in Smart Organization development. Crucially, the interaction between BI and Digital Culture is significant, contributing an additional 44.1% explanatory power and underscoring its role as a strategic multiplier. This study offers a validated, integrative framework for knowledge-intensive industries, demonstrating that the synergistic alignment of technological infrastructure and cultural readiness is essential for achieving sustainable competitive advantage in dynamic, regulated markets.

Future Business JournalVol. 12(1)
Taras Shevchenko National University of Kyiv (UA), University Of Fallujah (IQ), Iraq University College (IQ), University of Samarra (IQ), October University of Modern Sciences and Arts (EG), Middle East University (JO), Irbid National University (JO)
Industry, innovation and infrastructure
Openalex Percentile: Top 74%
Big Data and Business Intelligence
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