scholarly journals Predicting Business Innovation Intention Based on Perceived Barriers: A Machine Learning Approach

Symmetry ◽  
2020 ◽  
Vol 12 (9) ◽  
pp. 1381
Author(s):  
Carolina Rojas-Córdova ◽  
Boris Heredia-Rojas ◽  
Patricio Ramírez-Correa

In the Industry 4.0 scenario, innovation emerges as a clear driver for the economic development of societies. This effect is particularly true for the least developed countries. Nevertheless, there is a lack of studies that analyze this phenomenon in these nations. In this context, this study aims to examine the impact of perceived barriers to innovation to predict companies′ innovative intentions in an emerging economy. This study is a preliminary effort to use data mining and symmetry-based learning concepts, especially classification, to assist the identification of strategies to incentivize intention to innovate in companies. Using the decision tree classification technique, we analyzed a sample of Chilean companies (N = 5876). The sample was divided into large enterprises (LEs) and small and medium enterprises (SMEs). In the group of large companies, the barriers that most impact the intention to innovate are innovation cost, lack of demand innovations, and lack of qualified personnel. Alternatively, in the group of small-medium companies, the barriers that most impact the intention to innovate are lack of own funds, lack of demand innovations, and lack of information about technology. These results show how the perceptions of barriers are significant to predict the intentions of innovation in Chilean companies. Furthermore, the perceptions of these barriers are contingent on the organizational sizes. These findings contribute to understanding the effect of contingencies on innovative intention in an emerging economy.

Author(s):  
P Venkat Kamesh

The COVID-19 pandemic has caused serious and long-term disturbances in people's lives all over the world, in both developing and developed countries. This has led to financial crisis and great depression in the GDPs of many countries. It has not only impacted the Multi-National Businesses (MNCs) but also disturbed the Small and Medium Enterprises (SMEs) and life’s of man vulnerable people. As the crisis continues, the pandemic's pervasive impacts, which have affected every part of our communities, continue to unfold, leaving profound marks on people's livelihoods and countries' economies that are likely to persist for several years after the pandemic has ended. As part of the global response to COVID-19, the digital technology industry especially Fintech (Financial Technology) has been instrumental in creating and delivering services and technologies that have mitigated, at least in part, the pandemic's effect on multiple aspects of people's lives in every part of the world. The Fintech companies and Start-ups have played a tremendous role in mitigating the inconvenience for the common people by implementing the next generation solutions for everyone and the people were quick to adopt to such a change. The interest and surge of usage of Fintech applications (Digital applications related to Finance/Payments/Banking/Ecommerce) carries in preserving people’s livelihoods and businesses that have been, and continue to be, threatened by the pandemic COVID-19. This working paper will discuss about the impact of digital payments in the developing country like India during COVID-19, Pre-COVID-19, evolution of digital transformation in India from the past few years, People adoption to digital technologies, digital literacy intensification in emerging markets and also discusses the future trends of Fintech and its impact on consumers and businesses even after the pandemic ends.


2021 ◽  
Vol 5 (2) ◽  
pp. 125-145
Author(s):  
Asad Khan ◽  
Daniyal Inayat ◽  
Dr. Samra Kiran

This work has tried to investigate the impact of microfinance on the development of SMEs). The primary data was collected through questionnaires from SMEs in Peshawar. The results show that microfinance plays a vital role in the revenue and profit growth of SMEs and reveals that SMEs with higher financial risk and lower levels of productivity are more likely to seek microcredit. Furthermore, the results suggest that firm characteristics including product innovation efforts and managerial and entrepreneurial attitudes are the key determinants of the likelihood of receiving microfinance. The main problems identified were lengthy documentation process, lack of information about the microcredit other security requirements.


2019 ◽  
Vol 2 (2) ◽  
pp. p45
Author(s):  
Zeqir Voca ◽  
Ymer Havolli

The purpose of this paper is to study the impact of the Human Resources Development (HRD) on the performance of small and medium enterprises (SMEs) in Kosovo. There is a large volume of research that support the positive relationship between HRD and the organizational performance. Most of such research was conducted in the developed countries and to a lesser extent in the developing countries (countries in transit). Through this study we confirmed the impact of the investments in various forms of HRD in the performance of the SMEs in Kosovo. This study provides empirical data that support the impact of training and development, career development and motivation of employees on organizational performance, but the results of this study do not support the impact of the education of entrepreneurs on the organizational performance.


2017 ◽  
Vol 8 (1) ◽  
pp. 65
Author(s):  
Ignacio Ortiz Betancourt ◽  
Prof. María del Carmen Meza Téllez ◽  
Mariel Terrones Castro

E-commerce arised from the greater demand experienced by companies and the need of their administration to make better use of information technology and to find a better way to adapt the new technologies, in order to improve the relationship between customer and supplier. In this scenario, from micro to large interprises could benefit by developing e-commerce strategies; in the mexican context, micro, small and médium enterprises represent more tan 90% of business units but show low preference for adopting e-commerce strategies. Based on the above, this study aims to detect which elements appart small enterprises from e-commerce. After applying a survey among 100 small enterprises, it was observed that the most important barriers were the high cost of implementation, lack of qualified personnel and lack of information.


Author(s):  
Olha Demianchuk ◽  
Kateryna Zhuk

The article investigates the problems and features of small business functioning in Ukraine and abroad. The importance of small enterprises in the economies of developed countries and the impact on their competitiveness in the context of today's coronacrisis has been analyzed. The criteria for dividing all enterprises into small, medium and large in Ukraine and their comparison with foreign practice are indicated. The "Rating of obstacles" for the development of small and medium enterprises in Ukraine is indicated. The authors identified the factors that negatively affect the continuous functioning of small business and hinder its development. The development of the small business sector and the maintenance of a high level of competition is a key step towards ensuring the sustainable development of the national economy. Small business also contributes to the restructuring of the state, increasing production, creating new jobs and introducing innovative technologies in areas where large business would not be so effective. However, the path to starting a small business is uneven, with many pitfalls and obstacles to jump. Accordingly, the governments of most countries are obliged to support small businesses in any way to protect the economy as a whole. So, in order for small and medium-sized businesses to develop gradually, they desperately need clear and understandable rules of the game in today's market, as well as favorable conditions for uninterrupted operation. To this end, it is necessary to formulate a clear unified state policy on small business, using international experience.


Author(s):  
Svetlana L. Sazanova

Entrepreneurship plays an important role in the modern global economy; the share of products of small and medium enterprises in the gross product and exports not only of the developed but also of developing countries is growing. Innovation processes cover all sectors of the economy, and more and more people are involved in entrepreneurial activity, which contributes to the penetration of entrepreneurial thinking and business values in all areas of the socioeconomic life of society. The Institute of Entrepreneurship plays an increasingly prominent role in the institutional environment of socio-economic systems. This actualizes the problem of studying the relationship of the institution of entrepreneurship with the institutions of law, culture, management. This requires a methodology that allows you to explore the impact on the institute of entrepreneurship not only economic, but also non-economic factors. The methodology of the “old” institutionalism possesses such a tool, it is structural modeling (pattern modeling), which allows to explore the diversity of interrelationships of the institution of entrepreneurship with other components of the institutional and economic environment. The article explored the features of the development of the institution of entrepreneurship in Russia, established the relationship between the institution of entrepreneurship, values, motives and incentives for entrepreneurial activity, built a structural model of the institution of entrepreneurship based on the methodology of the old institutionalism (pattern modeling). The structural model of the institution of entrepreneurship reveals the relationship between the institution of entrepreneurship, the values of entrepreneurial activity, its motives and incentives; as well as the relationship between the institution of entrepreneurship with the institutions of governance, cultural and religious institutions, legal institutions and society.


Author(s):  
Mwinyihija M.

Africa’s renaissance is inevitable and rapidly emerging as a reality in tandem with the continent’s continued exploration of its natural resources in a more sustained way than previously done. Currently, the clarion call is to value add, avoid plundering and involve its population through the SME’s to adapt modern methods of entrepreneurship. During the study, critical aspects that are envisaged to trigger the growth and development of Africa, included the entry of major countries of the continent into the global emerging markets such as MINT (Mexico, Indonesia, Nigeria and Turkey) and BRICS (Brazil, Russia, India, China and South Africa). For the leather sector, certain socioeconomic indicators such as the youthful participation in the value chain, ownership status, literacy levels and acquired experiences are all contributing to a vibrant sector. It was observed that these indicators if well aligned with individual member states of African Union Commission and structured than productivity and competitiveness of leather products will be attained. As such, ease of either foreign direct investment, local recapitalization and development of the SME’s could become feasible. Indeed, with the emergence of over 300 million youth at middle level income level is construed to start building on the impact of the continents purchasing power. Therefore, Africa needs to respond by address on development of ICT, develop affordable financial support to provide stimulus packages to SME’s (Small and Medium Enterprises) to transform, improve on inter and intra trade to optimize on unexplored synergies and enhance mobility of persons with in Africa as preamble to Africa’s renaissance.


2020 ◽  
Vol 9 (2) ◽  
pp. 298
Author(s):  
Muhamad Marwan

The aim of this study is to determine the impact of networking on SME’s ability to access government financial support through legal channels in Asia Pacific. This study is quantitative in nature in which the data has been gathered from 281 employees and managers working in SMEs through survey questionnaire. The SEM technique was utilised for the purpose of analysing and testing the mediation effect. The study found that there is a partial mediation of government financial support through legal channels among the relationship between networking with officers and access to finance. This study is restricted to the SMEs operating in the region of Asia Pacific.


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