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Increasing productivity at farm level is a key policy objective across most countries and fundamental to the overall performance of agricultural and food systems. This paper applies dynamic statistical methods to farm level data in order to identify the determinants of farm performance over time, in terms of productivity and measures of local sustainability. The analysis sheds light on the effects of policies on productivity, and the links between productivity and sustainability outcomes. It draws on key findings from seven case studies: crop farms in Australia, France, Italy and the United Kingdom (England and Wales); and dairy farms in the Czech Republic, Denmark and Norway, with different sample periods, from the most recent three decades to the last five years. A key finding is that policy changes increasing the degree of decoupling of payments have a positive impact on productivity. Furthermore, with the right incentives, productivity growth can be more locally sustainable insofar as farms can produce more output with less inputs that harm the environment. The detailed background work on the seven samples of crops and dairy farms in the above countries is available in OECD Food, Agriculture and Fisheries Paper N°165.

This paper provides detailed farm level data evidence on the dynamics of farm performance from case studies covering crop farms in Australia, France, Italy and the United Kingdom (England and Wales), and dairy farms in the Czech Republic, Denmark and Norway, with different recent sample periods of five to thirty years. An increase in productivity over time is common to all countries and most crop farm classes, but productivity dynamics vary significantly. In Australia, strong productivity growth among the most productive crop farms has led to an increase in the gap between the highest and lowest performing farms; whereas in France, Italy and the United Kingdom, productivity growth was weak among the most productive crop farms and the lowest performing farms closed the productivity gap. Productivity also increased among dairy farms, with an increasing gap between the most and the least productive farm classes in the three sample countries. The impact of policy changes on performance dynamics is analysed for decoupled payments in France and England, and dairy payments in the Czech Republic. The main findings across countries and policy implications are discussed in OECD Food, Agriculture and Fisheries Paper N°164.

This report compares the dynamics of productivity growth in the last decade in the dairy farm sector of three EU Member States: Estonia, the Netherlands and the United Kingdom (England and Wales). The evolution of the dairy farm sector in these countries is characterised by a decline in the number of dairy farms and an increase in the average herd size per farm. Policy factors have a strong impact on productivity growth at the farm. In Estonia, the dairy farm sector has expanded significantly in recent years and the productivity growth of the sector is led largely by a resource reallocation in favour of a small number of large and productive farms. In the Netherlands, the dairy farm sector adjusted to the different policy environments over time and the productivity growth of the sector is driven largely by productivity improvement at the farm level through technological adoption and efficient resource use. In the United Kingdom, productivity growth comes from the exit of smaller farms and farm size expansion of the remaining farms.
The purpose of this paper is twofold. First, an inventory is made of biotechnology data collection in India. This will include an assessment of how the need for biotechnology related statistics is being addressed, mainly in terms of patent data, commercialisation of genetically modified organisms, R&D allocations for biotechnology and industry statistics. In general, limited efforts have been made by different Indian agencies to collect statistics on biotechnology. One of the reasons for this scarcity of statistics is a missing consensus in India on a definition of biotechnology. However, initiatives are underway to address this and to establish a measurement framework. A second objective of this document is to present a broad overview of the status of biotechnology in India, with a focus on the agricultural and the health sector. First the funding and research programmes of various institutions are discussed, followed by an overview of human resources development and training possibilities in the country. A third section discusses capital venture funding and the role of financial institutions, while the last two sections look at initiatives by state governments and the policy regulations in place.

Dynamic scoring – taking full account of all the economic effects of policies when estimating their budgetary effects – is almost self-evidently attractive. But it is formidably difficult to achieve. This paper assesses the key conceptual and practical challenges it poses and considers the pros and cons of adopting it. The objective should be to provide more useful information while being robust to the political debate.

In the last few years, the growth in the amount of economic and financial data available has prompted econometricians to develop or adapt new methods enabling them to summarise efficiently the information contained in large databases. Of these methods, dynamic factor models have seen rapid growth and become very popular among macroeconomists. In this paper, we carry out a survey of recent literature on dynamic factor models. We start by presenting the models used before looking at parameter estimation methods and statistical tests available for choosing the number of factors. We then focus on recent empirical applications dealing with the construction of economic outlook indicators, macroeconomic forecasts, and both macroeconomic and monetary policy analyses.

Dynamic gains from trade can be an important conduit for increased firm-level innovation and productivity, both key components of economic growth. This paper builds on previous research on the dynamic gains from trade by moving beyond a single country basis to examine impacts on firm-level productivity for a cross-section of countries. It also focuses on productivity gains through the import of intermediate inputs and capital goods and systematically explores the specific impacts of non-trade, or complementary, policies on firms‘ ability to realise dynamic gains. This paper shows that a range of complementary policies affects a firm‘s ability to generate productivity gains from intermediate and capital goods imports. Access to skilled labour is a particularly important policy variable with respect to the import of intermediate goods, followed by access to finance, while macroeconomic stability slightly outranks access to finance for capital goods importers. The importance of access to finance has particular policy significance given the wide-spread financial reforms being discussed or underway.
The post world war II era has been characterized by unprecedented growth in the world economy and progressive reduction in barriers to international trade and investment. The objective of this study is to assess to what extent the observed growth and deepening international economic integration are related. It begins by discussing the concept of dynamic gains from trade. Narrowly defined, dynamic gains are traderelated changes in the long-run rate of productivity growth. Although there is no conclusive evidence that...

Earlier studies in the OECD project on decoupling estimated static models of crop production incorporating risk aversion, following the analytical framework in OECD (2001). In contrast, this paper studies primarily dynamic models of crop investment. The province of Manitoba is selected as an example of Canadian prairie crop production, and investment is defined as current expenditure on machinery and equipment for Manitoba crop production (the data are not crop specific). This is the first econometric study of dynamic crop investment decisions for Canada, and as far as can be ascertained this is the first econometric study for any country of dynamic crop investment under risk aversion. Econometric results are used to simulate impacts of agricultural programmes on crop investment.

Global value chains (GVCs) in agriculture and food sectors are becoming an important part of the agro-food trading landscape, influencing both the nature of the gains from trade and the impacts of trade policies. This study explores the changes in trade in value added that are occurring within agro-food GVCs and the implications that participation in agro-food GVCs has had on the agro-food sectors. It makes use of a database on trade in value added for 22 agro-food sectors derived from the Global Trade Analysis Project (GTAP) database. The study finds that between 2004 and 2014, agro-food sectors have been increasing their participation in GVCs and that the links created within these production networks have become more “global” in nature. At the same time, agro-food GVCs have become increasingly centred around hubs in the People’s Republic of China and Germany where large amounts of value added are funnelled before reaching the end consumer. The study also finds that participation in agro-food GVCs is beneficial for sector development and growth – both in aggregate terms and in terms of domestic value added from exports. Of key importance has been the use of foreign value added and access to a wide diversity of imported inputs. However, policies that restrict trade and limit market openness reduce participation and sector growth and development – including policies that create barriers to trade in agro-food products themselves. In addition, the study finds that the use of services value added in exports is an important factor that contributes to sector growth, which highlights the importance of the broader policy environment to enhance the benefits from agro-food GVCs.

This paper introduces a new Stata® command, dynemp, which implements a distributed micro-data analysis of business and employment dynamics and firm demographics. The data source it requires are business registers or comparable firm- or establishment- level longitudinal databases which cover the (near-) universe of companies in all business sectors. Access to such confidential data is usually restricted and the micro-level data cannot be brought together to a single platform for cross-country analysis. To solve this confidentiality problem while also maintaining a high level of harmonisation of the key economic concepts (gross job flows, growth rates of employment, definition of high-growth firms, etc.), dynemp can be distributed in a network of researchers who have access to the national confidential microdata. In such manner, the rich firm-level employment dynamics can be analysed from new angles (such as firm age and size), significantly expanding the scope of the analysis insofar possible using more aggregated data.

This report presents a new effort to collect comprehensive metadata for DynEmp and MultiProd, two OECD distributed microdata projects that collect information to analyse employment dynamics and productivity in a harmonised way across countries. It gives an overall description of both projects, presents the methodologies used for the data collection, summarises the main features of the data by country and provides further country-specific information.

The transition to climate neutrality requires cost reductions in existing clean technologies to enable rapid deployment on a large scale, as well as the development of emerging technologies such as green hydrogen. This policy paper argues that science, technology, innovation, and industrial (STI&I) policies focusing on developing and deploying low-carbon technologies are crucial to achieving carbon neutrality. It notes however that the current level of innovation is insufficient to meet the net-zero challenge due to a policy emphasis on deployment rather than research and development (R&D) support. The paper explores the rationale for more ambitious STI&I policies targeted at R&D for climate neutrality and provides policy recommendations for an effective innovation policy for net-zero, including its interaction with the broader climate policy package.

This report contains an empirical analysis of the productivity and sustainability performance of different types of farms in thirteen countries. Farm productivity performance is measured through estimates of average productivity levels and through annual rates of technical change. Evidence on the environmental sustainability of farm groups is based on an index that reflects environmental pressure per hectare and the local environmental sustainability of production practices. In addition to environmental sustainability, the analysis also considers fundamental differences across farms with respect to farm structure, innovation of operations, individual characteristics as well as farm location. Productivity performance by farm classes is related to the environmental sustainability performance and to other farm characteristics in order to shed light on the factors that drive or impede farm performance. Empirically identifying the main conditions for and obstacles to performance improvement supports the development of effective and efficient policies targeting the performance of farms. This analysis contributes in particular to a better understanding of the synergies and trade-offs between productivity and environmental sustainability performance.

Divestment by multinational enterprises is an important yet understudied phenomenon. The few available estimates indicate that about a fifth of all foreign affiliates are divested every five years. This paper presents the findings from a novel cross-country firm-level dataset with financial and ownership information for over 62 000 foreign-owned affiliates from a selection of 41 OECD and G20 countries and their economic groups from 164 home countries for the period 2007-2014. The data allow an assessment of the relative importance of different determinants of divestment in a cross-country setting, including host country policies and bilateral factors, including trade, investment and tax agreements. The findings confirm that parents divested about one of every five foreign-owned affiliates between 2007-2014 and show that a number of host country policy and economic factors, including labour costs and international trade agreements, influence the divestment decision, on top of the firm considerations considered in previous studies.

Good logistics performance is an essential component of stimulating economic development. This report explores the drivers of, and barriers to, logistics performance through a case study of Turkey’s trade and transport sector. Firstly, it explains the importance of logistics performance. Next, it reviews the Logistics Performance Index (LPI) used to assess trade and transportation facilitation friendliness of countries. It then discusses Turkey’s performance against each dimension of the LPI, highlighting the country’s challenges and achievements. Lastly, the report uses this understanding to propose and catagorise a series of general policy actions available for improving logistics performance.
Homeownership rates have increased significantly in many OECD countries over recent decades. Using micro-econometric decomposition techniques, this paper shows that part of this increase can be explained by changes in the characteristics of households, including age, household structure, incomes and education. Nevertheless, a significant portion of the change in homeownership rates remains unexplained by shifts in household characteristics, leaving a potential role for public policy in explaining developments in homeownership rates. Panel estimates suggest that the relaxation of down-payment constraints on mortgage loans has increased homeownership rates among credit-constrained households over recent decades, resulting in a rise in the aggregate homeownership rate that is comparable to the impact of population ageing. In countries where tax relief on mortgage debt financing is generous, however, the expansionary impact of mortgage market innovations on homeownership is smaller. This is consistent with the tendency for such housing tax reliefs to be capitalised into real house prices, which may crowd-out some financially constrained households from homeownership at the margin. The impact of housing policies regulating the functioning of the rental market, such as rent regulation and provisions for tenure security, on tenure choice is also explored.
This paper analyses the response of female labour force participation to the evolution of labour markets and policies supporting the reconciliation of work and family life. Using country-level data from the early 1980s for 18 OECD countries, we estimate the influence of labour market and institutional characteristics on female labour force participation, and full-time and part-time employment participation. The relationship (interactions, complementarity) between different policy measures is also analyzed, as well as potential variations in the influence of policies across different Welfare regimes. The results first highlight how the increase in female educational attainment, the expansion of the service sector the increase in parttime employment opportunities have boosted women’s participation in the labour force. By contrast, there is no such clear relationship between female employment rates and the growing share of public employment. Employment rates react to changes in tax rates, in leave policies, but the rising provision of childcare formal services to working parents with children not yet three years old is a main policy driver of female labour force participation. Different policy instruments interact with each other to improve overall effectiveness. In particular, the coverage of childcare services is found to have a greater effect on women’s participation in the labour market in countries with relatively high degrees of employment protection. The effect of childcare services on female full-time employment is particularly strong in Anglophone and Nordic countries. In all, the findings suggest that the effect of childcare services on female employment is stronger in the presence of other measures supporting working mothers (as, for instance paid parental leave) while the presence of such supports seems to reduce the effectiveness of financial incentives to work for second earners. The effect of cash benefits for families and the duration of paid leave on female labour force participation also vary across welfare regimes.
This paper presents the results of a new and experimental study on the research and publishing activities of scientific authors. It also aimed to test the feasibility of an OECD global survey on science with a focus on major emerging policy issues. This online, email-based pilot survey was based on a stratified random sample of corresponding authors of publications listed in a major global scientific publication index across seven diverse, hand-picked science domains. The results provide evidence of the extent of journal and repository-based open access, data sharing practices, the link between different forms of open access to research and research impact, and the decoupling of quality assurance and access roles played by journals. The results point to the importance of considering economic incentives and social norms in developing policy options for open access. The findings also provide new insights on scientist careers, mobility and gender pay bias.
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