6,192 research outputs found

    When the dragon awakes: Internationalisation of SMEs in China and implications for Europe

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    Klein- und Mittelunternehmen, Wirtschaftsstruktur, Branchenentwicklun, China, Small and medium-sized enterprises, Economic structure, Sectoral development

    A Comparison of the Performance of SMEs in Korea and Taiwan: Policy Implications for Turbulent Times

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    A comparison of the role and performance of SMEs in Korea and Taiwan during the 1990s and early 2000s shows that the reputation for SMEs to be flexible in the face of adversity is well deserved, but should not be take for granted. Both Taiwan and Korea have built much of their economic success on SMEs. Both economies are very open to external shocks; both were affected by the 1997 Asian Crisis, and to a lesser extent, the "tech wreck" of 2001. Both economies have faced the need to restructure their industrial competitiveness, and both have active policies to support entrepreneurship and SMEs. Within this broad context of similarities, there are also some differences in approach and structure. All of this can give a better understanding of how managers and policy makers can help to create jobs and build a more competitive economy. SMEs provide about 80 percent of private sector employment in both economies, so SME performance is an important economic and social issue. The paper shows, for example, that Korean SMEs were subject to rather bigger devaluation shocks and currency volatility than their Taiwanese counterparts. However SME exporters in both economies showed considerable resilience in the face of shocks and SMEs in both economies have significantly improved their liquidity and debt ratios since 1997, suggesting they are better prepared now than before. They have done so in the face of a sharp decline in bank lending to SMEs. Over the decade there has been a steady structural decline in the importance of manufacturing SMEs in both economies. The paper examines the relative performance of SMEs in Taiwan and Korea over a turbulent decade, and it examines the SME policies and initiatives adopted. It seeks to extract some lessons for other economies seeking to develop an entrepreneurial and resilient SME sector in the face of global turbulence.small and medium enterprises, Taiwan, Korea, performance

    A Rapidly Deployable Classification System using Visual Data for the Application of Precision Weed Management

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    In this work we demonstrate a rapidly deployable weed classification system that uses visual data to enable autonomous precision weeding without making prior assumptions about which weed species are present in a given field. Previous work in this area relies on having prior knowledge of the weed species present in the field. This assumption cannot always hold true for every field, and thus limits the use of weed classification systems based on this assumption. In this work, we obviate this assumption and introduce a rapidly deployable approach able to operate on any field without any weed species assumptions prior to deployment. We present a three stage pipeline for the implementation of our weed classification system consisting of initial field surveillance, offline processing and selective labelling, and automated precision weeding. The key characteristic of our approach is the combination of plant clustering and selective labelling which is what enables our system to operate without prior weed species knowledge. Testing using field data we are able to label 12.3 times fewer images than traditional full labelling whilst reducing classification accuracy by only 14%.Comment: 36 pages, 14 figures, published Computers and Electronics in Agriculture Vol. 14

    Forecasting the PSBR outside government: the IFS perspective

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    Expectations regarding the future state of the public finances are vital for public policy formation. The UK experience has been that forecasts of the PSBR have been beset with problems since the mid-1980s. Independent assessments of the accuracy and plausibility of public finance forecasts are an important check on government forecasts and serve to increase public debate over government finance issues. We examine the success of various possible methods available to those outside government.
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