Knowledge Intensive Business Sector in Latvian National Economy: Random Effect Factor outlook

G. Olevsky, Timurs Safiuļins
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Abstract

Global experience shows that sustainable economic development takes place in countries with economies focused on the creation and intensive use of knowledge. Entrepreneurs are interested in investing in knowledge, using obtained findings in the company’s development. Investment knowledge strengthens company’s market position, thus increasing the probability of successful implementation of its new products and services. Based on the general idea of tailor-made mix of content, structure, and functioning mechanism of market relations, it can be stated that knowledge is necessary for market participants in order to reach broader market share, take business advantage from innovations, increase competitiveness and uptake new markets, as well as ensure higher satisfaction regarding both goods and services for their customers. Investing in large-scale research projects enables opportunity to accumulate knowledge is a power for large corporations, which further determines their dominance in the global market. However, knowledge in terms of disruptive services is still more important among owners and managers of small and medium-sized enterprises (SMEs). The expansion of knowledge in the medium and especially in the small business environment promoted the emergence of a specific business niche known as the knowledge intensive business. The knowledge-based economy is gradually “displacing” the resource-based economy, stimulating entrepreneurs to put more focus on the use of information resources as a feature of the knowledge-intensive economy, thus pacing overall growth dynamics of segment. This article focuses on the identification and analysis of factors affecting the knowledge intensive business development business sector in Latvian national economy with random effects regression model. Random effects regression was used since it best suited for panel data. Compiled available repeated observations on the same units allowing to enrich the model by inserting an additional term in the regression, capturing individual-specific, time-invariant factors affecting the dependent variable.
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拉脱维亚国民经济中的知识密集型商业部门:随机效应因素展望
全球经验表明,可持续经济发展发生在以创造和密集利用知识为经济重点的国家。企业家感兴趣的是投资知识,将获得的发现用于公司的发展。投资知识加强了公司的市场地位,从而增加了公司新产品和新服务成功实施的概率。根据市场关系的内容、结构和运作机制的定制组合的一般思想,可以这样说,为了获得更大的市场份额,从创新中获得商业优势,提高竞争力和进入新市场,以及确保客户对商品和服务的更高满意度,市场参与者需要知识。对大型研究项目的投资使积累知识的机会成为大公司的一种力量,这进一步决定了它们在全球市场上的主导地位。然而,对于中小型企业(SMEs)的所有者和管理者来说,颠覆性服务方面的知识仍然更为重要。知识在中小企业尤其是小企业环境中的扩张促进了一个特定的商业利基的出现,即知识密集型企业。知识经济正在逐渐“取代”资源型经济,促使企业家更加注重信息资源的利用,这是知识密集型经济的一个特征,从而调整了行业的整体增长动态。本文主要利用随机效应回归模型对拉脱维亚国民经济中知识密集型企业发展的影响因素进行识别和分析。使用随机效应回归,因为它最适合面板数据。通过在回归中插入额外的项,对同一单元上的可用重复观测进行编译,从而丰富模型,捕获影响因变量的个体特定时不变因素。
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