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Green innovation and organizational performance: The influence of big data and the moderating role of management commitment and HR practices

机译:绿色创新和组织绩效:大数据的影响与管理承诺和人力资源实践的调节作用

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Faced with internal and external pressure to adapt and implement environmental friendly business activities, it is becoming crucial for firms to identify practices that enhance their competitive advantage, economic, and environmental performance. Green innovation, green technologies, and the implementation of green supply chain management are examples of such practices. Green innovation and the adoption of the combination of green product innovation and green process innovation involve reduction in consumption of energy and pollution emission, recycling of wastes, sustainable utilization of resources, and green product designs.Although the extent research in this area is substantial, research on the importance of considering corporate environmental ethics, stakeholders view of green product, and demand for green products as drivers of green innovation must be conducted. Moreover, the role of large scale data, management commitment, and human resource practices play to overcome the technological challenges, achieve competitive advantage, and enhance the economic and environmental performance have yet to be addressed. This paper develops and tests a holistic model that depicts and examines the relationships among green innovation, its drivers, as well as factors that help overcome the technological challenges and influence the performance and competitive advantage of the firm. This paper is among the first works to deal with such a complex framework which considers the interrelationships among numerous constructs and their effects on competitive advantage as well as overall organizational performance. A questionnaire was designed to measure the influence of green innovation adoption/implementation and its drivers on performance and competitive advantage while taking into consideration the impact of management commitment and HR practices, as well as the use of large data on these relationships. Data collected from a sample of 215 respondents working in Middle East and North Africa (MENA) region and Golf-Cooperation Countries (GCC) were used to test the proposed relationships. The proposed model proved to be fit. The hypotheses were supported, and implications were discussed.
机译:面对内部和外部压力,以适应和实施环保友好的业务活动,旨在确定增强其竞争优势,经济和环境绩效的实践至关重要。绿色创新,绿色技术和绿色供应链管理的实施是此类实践的示例。绿色创新和采用绿色产品创新和绿色进程创新的结合涉及消耗能源和污染排放,废物回收,资源可持续利用以及绿色产品设计。虽然该领域的程度研究很大,考虑企业环境伦理,利益相关者对绿色产品的看法,以及绿色产品的需求必须进行研究。必须进行绿色创新驱动因素。此外,大规模数据,管理承诺和人力资源实践的作用发挥作用,以克服技术挑战,实现竞争优势,增强经济和环境绩效尚未解决。本文发展和测试了一个整体模型,描绘了并检查了绿色创新,其司机的关系,以及帮助克服技术挑战的因素,并影响公司的性能和竞争优势。本文是第一批处理如此复杂框架的作品之一,该框架考虑了许多构建体之间的相互关系及其对竞争优势的影响以及整体组织绩效。调查问卷旨在衡量绿色创新采用/实施及其驾驶员对业绩和竞争优势的影响,同时考虑到管理承诺和人力资源实践的影响,以及对这些关系的大数据使用。从中东和北非(MENA)地区和高尔夫合作国家(GCC)工作的215名受访者样本中收集的数据用于测试拟议的关系。所提出的模型被证明是合适的。支持假设,并讨论了影响。

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