Leveraging green information systems and big data analytics infrastructure flexibility for sustainable performance: the mediating role of green technological turbulence in energy companies

灵活性(工程) 大数据 业务 湍流 分析 数据科学 环境经济学 产业组织 计算机科学 物理 数据挖掘 经济 气象学 管理
作者
Zafer Adıgüzel,Fatma Sönmez Çakır
出处
期刊:Industrial Management and Data Systems [Emerald Publishing Limited]
卷期号:125 (11): 2924-2955 被引量:3
标识
DOI:10.1108/imds-10-2024-1040
摘要

Purpose The purpose is to understand how green information systems (GIS) and big data analytics (BDA) infrastructure flexibility contribute to sustainable practices through green technological turbulence (GTT) and how they help energy companies achieve comprehensive sustainability outcomes. Design/methodology/approach Data were collected from 600 participants via an online survey from energy companies listed on Borsa Istanbul. Structural equation modeling (SEM) is used with Jamovi and Excel to analyze the data. In the research, six mediation hypotheses and one direct effect hypothesis are examined for BDA infrastructure flexibility, GIS, GTT and sustainable performance (SuP). Exploratory and confirmatory factor analyses and reliability and validity assessments were conducted in the measurement model. Findings The results confirm the seven hypotheses tested. In particular, GTT, GIS and BDA infrastructure flexibility have significant mediation effects on environmental, economic and social performance. Furthermore, BDA infrastructure flexibility has a positive effect on GIS. These findings highlight the critical role of managing technological turbulence to achieve sustainability goals in the energy sector. Research limitations/implications The research is limited to energy companies listed on Borsa Istanbul, which may limit the generalizability of the findings to other sectors or geographic regions. Practical implications The findings provide valuable insights into using GIS and BDA infrastructure flexibility to improve sustainability outcomes, especially for energy companies investing in renewable energy. Managers can use these technologies to overcome green technological turbulence and thereby improve the overall performance of their companies in terms of environmental, economic and social objectives. Social implications The research extends the resource-based view (RBV) and dynamic capabilities theory (DCT) by showing how GIS and BDA infrastructure flexibility can be used as strategic resources and dynamic capabilities, respectively, to achieve sustainable outcomes through the mediation effect of technological turbulence. The importance of GCT as a critical mediator in sustainability-related technological adoption is emphasized. Originality/value The research contributes to the literature by empirically validating the mediation effect of GTT in the context of GIS, BDA infrastructure flexibility and SuP in the energy sector, with a particular focus on renewable energy investments. It offers a unique integration of the RBV and DCT to explain how firms can navigate technological uncertainty to enhance sustainable performance.

科研通智能强力驱动
Strongly Powered by AbleSci AI
科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
2秒前
ceploup发布了新的文献求助10
2秒前
社会主义接班人完成签到 ,获得积分10
3秒前
3秒前
4秒前
顺利汉堡完成签到 ,获得积分10
4秒前
5秒前
5秒前
6秒前
1111发布了新的文献求助10
6秒前
金磊发布了新的文献求助10
7秒前
万能图书馆应助haiba采纳,获得10
7秒前
科目三应助只如初采纳,获得10
8秒前
尹欣鹤完成签到 ,获得积分10
9秒前
小兔发布了新的文献求助10
9秒前
9秒前
10秒前
彩云之南完成签到,获得积分10
10秒前
科研通AI6.2应助weimin采纳,获得10
11秒前
zorro3574完成签到,获得积分10
11秒前
聪明的破茧完成签到,获得积分10
11秒前
长情书竹完成签到,获得积分10
11秒前
白瑾发布了新的文献求助10
12秒前
12秒前
沉静沧海发布了新的文献求助10
13秒前
壮观的雨泽应助薇薇子采纳,获得10
13秒前
bigbigfox发布了新的文献求助10
14秒前
15秒前
爆米花应助whb采纳,获得10
15秒前
zh发布了新的文献求助10
16秒前
小兔完成签到,获得积分20
18秒前
18秒前
19秒前
六花发布了新的文献求助10
19秒前
19秒前
李子发布了新的文献求助10
20秒前
研友_8QyXr8完成签到,获得积分10
20秒前
安朵执发布了新的文献求助10
21秒前
李佳霖发布了新的文献求助10
23秒前
Dasein完成签到 ,获得积分10
23秒前
高分求助中
(应助此贴封号)【重要!!请各用户(尤其是新用户)详细阅读】【科研通的精品贴汇总】 10000
China Pluperfect I: Epistemology of Past and Outside in Chinese Art 520
Matrix Methods in Data Mining and Pattern Recognition Second Edition 510
Governing Growth: Us Industrial Policy from Hamilton to Trump 500
The fast track to determining transfer functions of linear circuits: The student guide 500
The Analytical and Numerical Solution of Electric and Magnetic Fields 500
Synthesis of P-Chiral Phosphine Ligands and Their Applications in Asymmetric Catalysis 400
热门求助领域 (近24小时)
化学 材料科学 医学 生物 纳米技术 工程类 有机化学 化学工程 生物化学 计算机科学 内科学 物理 复合材料 催化作用 细胞生物学 无机化学 光电子学 物理化学 电极 基因
热门帖子
关注 科研通微信公众号,转发送积分 7624884
求助须知:如何正确求助?哪些是违规求助? 9199878
关于积分的说明 19724179
捐赠科研通 7195890
什么是DOI,文献DOI怎么找? 3273588
关于科研通互助平台的介绍 2435754
邀请新用户注册赠送积分活动 2269423