How Big Data Analytics Boosts Organizational Performance: The Mediating Role of the Sustainable Product Development
Increasing haze pollution and its adverse effects on human health is pressuring academics and practitioners to search for different solutions for environmental sustainability around the world. Similar to other countries, Pakistan is also affected by air pollution, and smog has become a fifth season....
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doaj-5daabe45a2b6437688a77f6d78bb25b52020-12-14T00:02:19ZengMDPI AGJournal of Open Innovation: Technology, Market and Complexity2199-85312020-12-01619019010.3390/joitmc6040190How Big Data Analytics Boosts Organizational Performance: The Mediating Role of the Sustainable Product DevelopmentSaqib Ali0Petra Poulova1Fakhra Yasmin2Muhammad Danish3Waheed Akhtar4Hafiz Muhammad Usama Javed5Department of Management Sciences, COMSATS University Islamabad (Sahiwal Campus), Sahiwal 5700, PakistanDepartment of Informatics and Quantitative Methods, University of Hradec Kralove, 500 03 Hradec Králové, Czech RepublicSchool of Education, South China Normal University, Guangzhou 510631, ChinaLahore Business School, University of Lahore (Sargodha Campus), Sargodha 40100, PakistanDepartment of Management Sciences, COMSATS University Islamabad (Sahiwal Campus), Sahiwal 5700, PakistanDepartment of Management Sciences, COMSATS University Islamabad (Sahiwal Campus), Sahiwal 5700, PakistanIncreasing haze pollution and its adverse effects on human health is pressuring academics and practitioners to search for different solutions for environmental sustainability around the world. Similar to other countries, Pakistan is also affected by air pollution, and smog has become a fifth season. In Pakistan, one of the main reasons of smog and air pollution is hazardous emissions from vehicles. As a result, the booming automobile industry of Pakistan is now affected by two major challenges: sustainable product development and organizational performance. To meet these challenges, the study has developed a conceptual model to find the effect of big data analytics on organizational performance by adopting a sustainable development program. For the elimination of standard method biases, the study has used a time lag approach to collect the data in three waves and receive 372 usable responses. The empirical results of PLS-SEM suggest that big data analytics have a positive effect on a sustainable product development and sustainable product development has a positive and significant impact on organizational performance. Moreover, mediation of a sustainable program development is also confirmed between big data analytics and organizational performance. The managerial and theoretical implications of these results are discussed.https://www.mdpi.com/2199-8531/6/4/190big data analyticssustainable product developmentorganizational performancesustainability |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Saqib Ali Petra Poulova Fakhra Yasmin Muhammad Danish Waheed Akhtar Hafiz Muhammad Usama Javed |
spellingShingle |
Saqib Ali Petra Poulova Fakhra Yasmin Muhammad Danish Waheed Akhtar Hafiz Muhammad Usama Javed How Big Data Analytics Boosts Organizational Performance: The Mediating Role of the Sustainable Product Development Journal of Open Innovation: Technology, Market and Complexity big data analytics sustainable product development organizational performance sustainability |
author_facet |
Saqib Ali Petra Poulova Fakhra Yasmin Muhammad Danish Waheed Akhtar Hafiz Muhammad Usama Javed |
author_sort |
Saqib Ali |
title |
How Big Data Analytics Boosts Organizational Performance: The Mediating Role of the Sustainable Product Development |
title_short |
How Big Data Analytics Boosts Organizational Performance: The Mediating Role of the Sustainable Product Development |
title_full |
How Big Data Analytics Boosts Organizational Performance: The Mediating Role of the Sustainable Product Development |
title_fullStr |
How Big Data Analytics Boosts Organizational Performance: The Mediating Role of the Sustainable Product Development |
title_full_unstemmed |
How Big Data Analytics Boosts Organizational Performance: The Mediating Role of the Sustainable Product Development |
title_sort |
how big data analytics boosts organizational performance: the mediating role of the sustainable product development |
publisher |
MDPI AG |
series |
Journal of Open Innovation: Technology, Market and Complexity |
issn |
2199-8531 |
publishDate |
2020-12-01 |
description |
Increasing haze pollution and its adverse effects on human health is pressuring academics and practitioners to search for different solutions for environmental sustainability around the world. Similar to other countries, Pakistan is also affected by air pollution, and smog has become a fifth season. In Pakistan, one of the main reasons of smog and air pollution is hazardous emissions from vehicles. As a result, the booming automobile industry of Pakistan is now affected by two major challenges: sustainable product development and organizational performance. To meet these challenges, the study has developed a conceptual model to find the effect of big data analytics on organizational performance by adopting a sustainable development program. For the elimination of standard method biases, the study has used a time lag approach to collect the data in three waves and receive 372 usable responses. The empirical results of PLS-SEM suggest that big data analytics have a positive effect on a sustainable product development and sustainable product development has a positive and significant impact on organizational performance. Moreover, mediation of a sustainable program development is also confirmed between big data analytics and organizational performance. The managerial and theoretical implications of these results are discussed. |
topic |
big data analytics sustainable product development organizational performance sustainability |
url |
https://www.mdpi.com/2199-8531/6/4/190 |
work_keys_str_mv |
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