EFFECT OF R&D ON PRODUCT AND PROCESS INNOVATION IN THE TURKISH MANUFACTURING INDUSTRY

Atakan Akinci, Hasan Vergil
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Abstract

R&D activities are an indispensable driving force to increase the likelihood of occurrence of innovation and the growth rate of technology. Studies on the impact of R&D activities on sectors in Türkiye using micro data are still insufficient. To fill this gap, this study aims to analyze the effects of R&D on product and process innovation in the Turkish manufacturing industry by making sub-breakdowns of R&D variables. The research also presents policy recommendations to support R&D plans in Türkiye. To accomplish these objectives, panel data estimation methods are used. A panel data set was generated by merging four different microdata sets provided by TURKSTAT, which is classified by NACE Rev.2 and covers the years between 2009 and 2016. Probit model is used to estimate the effects of R&D expenditure, R&D intensity (as an indicator of R&D investment), R&D personnel ratio (as an indicator of know-how), and other determinants of innovation. Moreover, total R&D expenditure is separated into four breakdowns such as internal, external, external-domestic, and external-foreign. Key findings of the research show that the effects of R&D expenditure on product and process innovations vary by its sub-breakdowns. Total and internal R&D expenditure have positive effect on both product and process innovations while external and external-domestic R&D expenditure have positive effect only on product innovation, and external-foreign R&D expenditure only on process innovation. Only external, external-domestic, and external-foreign R&D intensity have positive effect on both product and process innovation.
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研发对土耳其制造业产品和工艺创新的影响
研发活动是提高创新发生可能性和技术增长率不可或缺的驱动力。利用微观数据研究R&D活动对我国产业部门的影响尚显不足。为了填补这一空白,本研究旨在通过对研发变量进行细分,分析研发对土耳其制造业产品和工艺创新的影响。该研究还提出了支持日本研发计划的政策建议。为了实现这些目标,使用了面板数据估计方法。面板数据集由TURKSTAT提供的四个不同的微数据集合并而成,该数据集由NACE Rev.2分类,涵盖2009年至2016年。利用Probit模型估计了R&D支出、R&D强度(R&D投入指标)、R&D人员比例(R&D专有技术指标)和其他决定因素对创新的影响。此外,总研发支出分为内部、外部、外部-国内和外部-国外四个细分。研究的主要发现表明,研发支出对产品和工艺创新的影响因其细分而异。总研发支出和内部研发支出对产品创新和工艺创新均有正向影响,而外部研发支出和内外研发支出仅对产品创新有正向影响,外部研发支出仅对工艺创新有正向影响。只有外部、外部-国内和外部-国外研发强度对产品创新和工艺创新都有正向影响。
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