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Drivers of multidimensional eco-innovation: empirical evidence from the Brazilian industry

机译:多维生态创新的驱动因素:巴西行业的经验证据

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The study analyses the relationships between the main drivers of eco-innovation introduced by innovative industries, focused on cooperation strategy. Eco-innovation is analysed by means of a multidimensional identification strategy, showing the relationships between the independent variables and the variable of interest. The literature discussing environmental innovation is different from the one discussing other types of innovation inasmuch as it seeks to grasp its determinants and to mostly highlight the relevance of environmental regulation. The key feature of this paper is that it ascribes special relevance to cooperation strategy with external partners and to the propensity of innovative industry introducing eco-innovation. A sample of 35,060 Brazilian industries were analysed, between 2003 and 2011, by means of Binomial, Multinomial and Ordinal logistic regressions with microdata collected with the research and innovation department (PINTEC) from the Brazilian Institute of Geography and Statistics (Instituto Brasileiro de Geografia e Estatistica). The econometric results estimated by the Logit Multinomial method suggest that the cooperation with external partners practiced by innovative industries facilitates the adoption of eco-innovation in dimension 01 with probability of 64.59%, 57.63% in dimension 02 and 81.02% in dimension 03. The data reveal that the higher the degree of eco-innovation complexity, the harder industries seek to obtain cooperation with external partners. When calculating with the Logit Ordinal and Binomial models, cooperation increases the probability that the industry is eco-innovative in 65.09% and 89.34%, respectively. Environmental regulation and innovation in product and information management were also positively correlated as drivers of eco-innovation.
机译:该研究分析了创新产业引入的生态创新主要驱动因素之间的关系,专注于合作战略。通过多维识别策略分析生态创新,显示独立变量与利息变量之间的关系。讨论环境创新的文献与讨论其他类型的创新的文献不同,因为它寻求掌握其决定因素并主要突出环境监管的相关性。本文的关键特点是,它归于与外部合作伙伴的合作策略以及创新行业倾向引入生态创新的倾向。分析了35,060名巴西行业的样本,在2003年至2011年间,通过与巴西地理和统计研究所的研究和创新部(PINTEC)收集的Microdata的二项式,多项式和序数回归(Instituta Brasileiro de Geografia E. estatistica)。由Logit Multimalial方法估算的计量经济结果表明,创新产业实行的与外部合作伙伴的合作有助于在尺寸01中采用尺寸01的尺寸02,维度02的尺寸02和81.02%的概率。数据揭示了生态创新复杂程度越高,难以获得与外部伙伴的合作。在利用Logit序数和二项式模型计算时,合作将增加行业生态创新的概率分别为65.09%和89.34%。作为生态创新的驱动因素,产品和信息管理的环境监管和创新也与生态创新的驱动因素正相关。

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