Organizational Internal Factors and Sustainable Performance: A Serial Mediation Model

Objective: The present study aims to explore the relationships between big data analytics capability, circular economy practices, and SMEs’ sustainable performance in Pakistan. It investigates notable factors determining SMEs’ sustainable performance, including employees’ perceived usefulness, data-driven culture, and leadership competency mediating the mentioned relationships. Method: The study employs quantitative research based on a positivist philosophy orientation. Data were collected through a structured questionnaire distributed among the employees of 350 SMEs operating in Pakistan’s different regions. Findings: The study's results demonstrated the direct effects of big data analytics capability on sustainable performance, employee perceived usefulness, and data-driven culture. Additionally, circular economy practices influence sustainable performance; employee perceived usefulness and leadership competency. Finally, the results highlighted that each relationship is subject to partial mediation, which indicates the role of employee-perceived usefulness and data-driven culture in the relationship between big data analytics and sustainable performance and employee-perceived usefulness associated with the relationship between circular economy practices and sustainable performance. Novelty:The present study highlights that all three of the previous topics are consistent and significantly contribute to the existing literature by providing a model with the main factors that determine SMEs’ sustainable performance, which can be sufficient for countries’ developing economies. Doi: 10.28991/ESJ-2025-09-01-020 Full Text: PDF

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Publication Details

Journal
Emerging Science Journal
Published
2025-02-01
DOI
https://doi.org/10.28991/esj-2025-09-01-020
Citations
1
Primary Topic
Quality and Supply Management
Type
article
Field-Weighted Citation Impact
2.28
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article

Organizational Internal Factors and Sustainable Performance: A Serial Mediation Model

Sidra Abid, Jorge Alberto Esponda-Pérez, Aemin Nasir, Sarmad Ejaz et al.
1 citations
Emerging Science Journal
Quality and Supply Management
2.28
article

Organizational Internal Factors and Sustainable Performance: A Serial Mediation Model

Sidra Abid, Jorge Alberto Esponda-Pérez, Aemin Nasir, Sarmad Ejaz, Faisal Ejaz, Md Billal Hossain
article en
1 citations

Abstract

Objective: The present study aims to explore the relationships between big data analytics capability, circular economy practices, and SMEs’ sustainable performance in Pakistan. It investigates notable factors determining SMEs’ sustainable performance, including employees’ perceived usefulness, data-driven culture, and leadership competency mediating the mentioned relationships. Method: The study employs quantitative research based on a positivist philosophy orientation. Data were collected through a structured questionnaire distributed among the employees of 350 SMEs operating in Pakistan’s different regions. Findings: The study's results demonstrated the direct effects of big data analytics capability on sustainable performance, employee perceived usefulness, and data-driven culture. Additionally, circular economy practices influence sustainable performance; employee perceived usefulness and leadership competency. Finally, the results highlighted that each relationship is subject to partial mediation, which indicates the role of employee-perceived usefulness and data-driven culture in the relationship between big data analytics and sustainable performance and employee-perceived usefulness associated with the relationship between circular economy practices and sustainable performance. Novelty:The present study highlights that all three of the previous topics are consistent and significantly contribute to the existing literature by providing a model with the main factors that determine SMEs’ sustainable performance, which can be sufficient for countries’ developing economies. Doi: 10.28991/ESJ-2025-09-01-020 Full Text: PDF

Emerging Science JournalVol. 9(1)
Universiti Sains Malaysia (MY), University of Okara (PK), MIT University (MK), Universidad de Ciencias y Artes de Chiapas (MX), Széchenyi István University (HU), Universiti Tunku Abdul Rahman (MY)
Openalex Percentile: Top 15%
Quality and Supply Management
2.28
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