Industry estimates of the elasticity of substitution and the rate of biased technological change between skilled and unskilled labour

We estimate the elasticity of substitution between skilled and unskilled labour and the pace of skill-biased technological change at the industry level. The data is compiled from the March extract of the Current Population Survey (CPS) from 1968 to 2006. Industry information provided by the survey is used to group workers into 13 industry categories and education levels are used to dichotomize workers as skilled or unskilled. We construct measures of the ratio of skilled to unskilled employment and the ratio of skilled to unskilled wages in each industry. Using a relationship implied by profit maximizing behaviour on the part of representative firms, this data generates estimates of structural parameters. We find considerable differences across industries in the elasticity of substitution between skilled and unskilled labour. Furthermore, while most industries have experienced skill-biased technological change, the pace of this change has varied widely across industries.     

The impact of energy conservation on technology and economic growth

We present a model of growth driven by energy use and endogenous factor-augmenting technological change. Both the rate and direction of technological progress are endogenous. The model captures four main stylised facts: total energy use has increased; energy use per hour worked increased slightly; energy efficiency has improved; and the value share of energy in GDP has steadily fallen. We study how energy conservation policies affect growth over time and in the long run. Policies that reduce the level of energy use are distinguished from those that reduce the growth rate of energy inputs. Although these policies may stimulate innovation, they unambiguously depress output levels. The former policy has no impact on long-run growth; the latter reduces long-run growth both in the short run and in the long run.     

Technological change,efficiency gains and capital accumulation in labour productivity growth and convergence: an application to the Spanish regions

The main objective of this article is to analyse labour productivity growth and convergence in the Spanish regions between 1965 and 1995, decomposing total factor productivity gains into technological progress and efficiency change by means of Malmquist productivity indices. On the basis of this decomposition, labour productivity growth is broken down into components attributable to technological change (shifts in the frontier), efficiency gains (movements toward the frontier) and capital accumulation (movements along the frontier). The approach followed in this study is based on work initiated by Färe et al., where a link between the economic growth and convergence literature and the production frontier approach was established. Furthermore, in the spirit of Quah's approach, the evolution of the whole distribution is considered. Thus, the analysis of the dynamics of the entire distribution of labour productivity and the factors behind it – technological progress, efficiency gains and capital accumulation – combine both approaches, yielding new insights into the process of productivity growth and convergence experienced by the Spanish regions over the last 30 years.     

A quantitative analysis of Chinese industrial structure and technological change: production functions for aggregate industry,sectoral industries and small scale industry

In this study we estimate the Chinese aggregate, sectoral and small-scale industrial production functions based of three models, the CES(1), CES(2) and Cobb–Douglas production functions. Testing the estimated results we find that the Cobb–Douglas production function is the appropriate functional form for underlying Chinese industrial struture. The study indicates some serious structural and technological problems, such as decreasing returns to scale, unitary substitution between labour and capital, slow technical progress and low economic efficienty. The findings suggest that an intensive industrial development policy should be pursued in China.     

Efficiency and technical progress: sources of convergence in the Spanish regions

The paper analyses the contribution of efficiency as a mechanism of labour productivity convergence, taking as the unit of analysis the Spanish regions in the period 1964–1993. Using the stochastic frontier approach, a translogarithmic production function is estimated for the different sectors of the Spanish regional economy, demonstrating on this basis the existence of substantial differences in efficiency between sectors as well as between regions. With regard to convergence, the results obtained indicate that at aggregate level the convergence observed in labour productivity is explained by the faster growth of the capital-labour ratio of the initially poorer regions and the contribution of technical change and the efficiency, hence by the convergence of TFP. However, the information by sectors shows different results. Thus, on the one hand, the importance of the convergence in production per employee is seen in all sectors except agriculture and, on the other it is observed that technical change is a factor of convergence in all sectors but construction, and, qualitatively, the contribution of technical change is greater than the contribution of efficiency. By sectors, technical change contributed significantly to labour productivity convergence in agriculture, but the faster growth of the capital-labour ratio of the rich regions acted as a mechanism of divergence, completely counteracting the technological catching-up effect. It is further concluded that, as well as the contribution of the accumulation of factors, the positive evolution of efficiency in the poorest regions favoured convergence in the construction and industry sectors, whereas technical progress was decisive in industry and the services sectors.     

Structure and performance of the service sector in transition economies1

This paper examines the performance of the service sector in the Eastern European transition economies during the 1997–2004 period. The performance of the service sector as a whole and of its sub‐sectors is very heterogeneous within the region. Service sub‐sectors that are information and communications technology producers or users and those using skilled labour more intensively exhibit the highest labour productivity growth. Our estimates show a positive and significant effect of liberalization on service labour productivity growth that is stronger for sub‐sectors that are more distant from the technological frontier. Service liberalization is also shown to have a positive effect on labour productivity levels and growth of downstream manufacturing industries.     

Dynamic and endogenous change of input–output structure with specific layers of technology

There are obvious gaps between long-term change in economic structure and its principal driving force—technological progress. History has shown the influence of technological progress on the economy and current insights in technological development can almost predict the technological waves of the next 50 years, but their potential impact on the economy has not yet been assessed. In this paper, we aim to simulate the evolution of economic structure as represented by input–output structure under specific technological change. A new version of a dynamic input–output model is developed in which both technological progress and deployment are endogenous. Investment in R&D drives the development of new technologies, installation of capital stock brings new technical processes into sector production, new and old technical processes within a sector exchange their relative weights in production as they are phased in or out, and sectors evolve or transform over time. Scenario analysis using this model applied to the Chinese electric power industry shows that the phasing-in of non-fossil energy technology will greatly change the structure of both the sector and the economy over the next 100 years.     

An empirical investigation of long-run growth in the UK

In this paper the long-run growth of the UK economy is analysed over the period 1855–1997, using a Markov-switching cointegration approach. We find that long-run economic growth can be explained by two permanent shocks, namely a technological shock and a labour supply shock. While technological progress seems to have a positive impact on the wage share and on income equality, the labour supply shock has the opposite effect, contributing to income inequality. Both shocks have a positive impact on aggregate output, but the bulk of long-run output growth variability is explained by the labour supply shock, suggesting that inequality is not harmful to growth.     

Localised Technological Progress And Intra-Sectoral Structures Of Employment

In this paper we put forward a model that explains a firm's employment growth with the degree of technological efficiency and labour costs. To measure efficiency, we use a non-parametric linear programming method. DEA. The results of empirical analysis of 450 firms in 12 manufacturing sectors confirm that innovative firms experience stronger employment growth. Because the demand growth effect of technological leadership outweighs the factor saving effect, firms which m technological leaders are in most cases the creators of jobs. Technologically backward firms, on the other hand, have few options to compensate their demand loss probably caused by deteriorating competitiveness. Consequently, their employment growth is relatively weak. The employment growth additionally depends on the type of factor combination, i.e. the technological trajectory chosen by an individual firm. The trajectory's effects vary significantly across industries. The effect of labour costs is generally negative. However, technologically leading industries are. less sensitive to increases in labour costs than nature industries.     

The impact of technical change on the aggregate production function

This study endeavours to look at both disembodied technical progress and embodied technical progress in the capital stock and in the labour force in the United States over the period 1947–80. The results suggest that disembodied technical progress has been about 3% per year, embodied technical progress in the capital stock is approximately 3–4% per year and educational attainment significantly enhances labour productivity. Finally, when the issue of structural stability of the underlying production relationship is addressed, the period 1971–80 gives rise to some inconsistency.     

The labour income share and the relative price of investment in the US: an empirical investigation

Several studies argue that the recent decline in the secular trend of the labour income share is mostly driven by capital-embodied technological progress which is typically identified with trend reductions in the relative price of investment. In this paper, I use data from the United States to assess the nature of the relationship between trends in the labour share and the relative price of investment. Results from co-integration tests reveal that the share and the relative price of investment are most likely not co-integrated. However, co-variation tests indicate that both time series share a common stochastic component, and additional tests of structural breaks point at the presence of a common change in the mean or trend of both series. These results suggest that capital-embodied or investment-specific technological progress may have played an important role in the decline of the secular trend of the labour share.     

区域创新能力与战略性新兴产业高端化关系研究

战略性新兴产业发展一直是政府、实务界和学术界关注的重要问题。运用DEA的Malmquist指数方法对2006-2015年我国战略性新兴产业128家上市公司的全要素生产率变化及其分解指数进行了测量,并运用多元回归模型检验了区域创新能力提升以及政策实施对战略性新兴产业全要素生产率变化率及其分解指数的影响。结果发现：战略性新兴产业全要素生产率变化率和技术进步率大幅上升,说明我国战略性新兴产业正逐步走向重技术创新的高端化发展;区域创新能力提升有助于战略性新兴产业向高端化方向发展,特别是2009年相关政策的实施进一步诱发了区域创新能力对战略性新兴产业全要素生产率变化率、技术进步率和纯技术效率的影响。     

GAUGING THE SOURCES OF GROWTH OF HIGH‐TECH AND LOW‐TECH INDUSTRIES: THE CASE OF KOREAN MANUFACTURING*

Literature argues that the source of growth for high‐tech industries emanates from technological progress, while that for low‐tech industries comes from technical efficiency improvement. Also, some empirical studies have shown that technological progress is often accompanied by deterioration in technical efficiency. The focus in this study is to discuss a methodology and test the above two hypotheses with regard to Korean manufacturing data from 1970 to 1997. The study found that the 2.5 per cent average annual rate of technological progress during this period was the major contributor to total factor productivity (TFP) growth in Korean manufacturing whereas technical efficiency grew by a modest 1.1 per cent per annum. The analysis also showed that technological progress was responsible for TFP growth in both high‐tech and low‐tech industries and that both technological progress and technical efficiency improvement co‐existed in the case of Korean manufacturing industries.     

Productivity growth in British manufacturing: spatial variation in the role of scale economies,technological growth and industrial structure

This paper investigates the role of scale economies, technological growth and industrial structure in creating spatial variation in manufacturing labour and Total Factor (TFP) productivity in Britain. Separate estimates of a translog specification are presented for British manufacturing firms located in defined areas of the country over the period 1994–1998. The results show that TFP change due to scale economies and technological growth has been of much less important in influencing the output growth of manufacturing firms than input growth or industrial structure. Regarding the components of TFP, technological growth has been the dominant force at play. The analysis of average labour productivity identifies shifts to other factors of production and industrial structure as being the main determinants of change, scale economies appear to have had a marginal role. The results identify spatial patterns indicating that more favourable locational effects arise for firms in areas adjacent to large urban centres, rather than for those located within cities, on the extreme periphery of the urban hinterland, or in rural areas and smaller towns.     

行业视角下减排成本估算及减排路径研究

碳达峰碳中和是中国经济发展环境治理的战略目标,减排成本与减排路径是该战略实施中两大现实问题。基于行业视角,利用投入产出方法,对行业减排成本、技术减排效应及减排路径展开研究,基本结论如下：①行业减排成本差异大,整体减排成本逐年上升。在三个代表性年份行业最高与最低减排成本相差40-60倍,减排成本绝对差值在1500-3000$/t。在2000-2010年间, 32个行业减排成本均有不同程度的上升, 全社会整体减排成本上升了56.98%。②技术进步的减排贡献较大,部分行业技术减排有限。在产出固定假设下,2000-2010年技术进步实现累计减排57.09亿t,累计技术减排率达到47.88%；但在旅游、住宿餐饮等行业技术减排率为负,技术因素导致的排放不减反增。③行业减排路径应遵循从高碳到低碳的顺序。基于减排成本与技术减排两大因素的减排路径规划显示,优先和重点减排行业主要集中在能源生产供给、加工制造、交通运输、采矿及设备制造等高能耗高排放行业；可相对延后和非重点减排行业主要为食品烟草等传统加工制造业以及金融、房地产等现代服务业。     

基于纵向市场机制的产业技术进步协同效应研究

理清产业链与创新链的链接模式，发挥产业间技术进步协同效应，全面提升产业链水平，不断丰富经济整体技术内涵并提升创新能力，是实现高质量发展的必然要求。利用创新货币外部性理论，提出纵向市场机制具有知识、产品价格非均衡信息的传递功能，通过替代效应、结构效应引致上下游关联产业在创新知识利用与创新方向选择上的联系，进而形成产业间技术进步协同效应。使用我国2005—2017年6期投入产出表以及其它相关数据，构建面板数据模型进行实证检验得到：①当前我国纵向市场机制作用下的产业间技术进步协同作用显著，并表现为下游—上游协同效应；②由技术进步的细分项看，上游—下游前向联系产生了显著技术改进协同效应，下游—上游后向联系则产生了显著技术效率提升协同效应，分别通过替代效应与结构效应实现技术进步协同。据此，我国在实施区域性或宏观创新科技政策时，需关注新兴产业与既有产业的有效关联，通过引入新兴产业创新生产方式实现区域内关联产业的生产结构效应，并通过加速高精尖知识流动实现区域内关联产业的创新替代效应，构建优势技术产业集群，避免在产业技术发展上出现“孤岛效应”。     

中国有色金属工业生产效率评价

利用2006—2010年我国省际面板数据,利用数据包络分析方法,从静态和动态两个角度,对我国29个省(自治区、直辖市)有色金属工业的生产效率进行了实证分析。静态分析结果表明:我国有色金属工业的生产效率整体偏低,受地方经济发达程度的影响较显著;整个行业的无效率主要来自于纯技术无效率,且行业的地区发展极不平衡,行业抵抗突发性经济危机的能力较脆弱;有色金属工业生产效率的省际差异逐渐拉大,个别省份的生产效率极低。利用Malmquist生产率指数进行的动态研究结果表明:2006—2010年期间,受技术进步这一主动力的影响,我国有色金属工业生产率总体上处于上升状态;技术效率和技术进步两个因素的交相波动决定了整个行业的生产率水平呈波动上升态势。     

Labour and capital saving technical change in telecommunications

The Australian telecommunications sector is being improved and extended through substantial recent investment in intelligent technology such as digital switching, fibre optics, satellite and cellular transmission, and the Internet. These technologies are being progressively integrated with technology from the broadcasting, computer and electronics industries, providing a unified information infrastructure for information transmission and processing. Technological progress embodied in new equipment has the effect of increasing the efficiency of the factors of production. Such efficiency increases can be biased towards a particular factor. For instance, the impact of labour-augmenting technical change is a decline in the cost of labour per unit of production. When such biases are apparent the relativity between the costs of labour and capital per unit of production is changed. In the longer term, technical change can impact on the rate of employment growth and also on the rate of capital accumulation. In this study the Australian telecommunications cost structure is examined for the period 1919 to 1988. To measure labour saving and capital saving technical change a translog cost model is estimated. Multiproduct telecommunications cost studies typically employ the translog cost model (Evans and Heckman, 1984; Roöller, 1990a; 1990b; Shin and Ying, 1992; McKenzie and Small, 1997). The translog model places no a priori restrictions on substitution possibilities among the factors of production, and allows scale economies to vary with the level of output.     

The NAIRU reconsidered: why labour market deregulation may raise unemployment

According to the mainstream theory of equilibrium unemployment, persistent unemployment is caused mainly by ‘excessive’ labour market regulation, whereas aggregate demand, capital accumulation and technological progress have no lasting effect on unemployment. We show that the mainstream non‐accelerating inflation rate of unemployment (NAIRU) model is a special case of a general model of equilibrium unemployment, in which aggregate demand, investment and endogenous technological progress do have long‐term effects. It follows that labour market deregulation does not necessarily reduce steady‐inflation unemployment. Theoretically, if the decline in real wage growth claims owing to deregulation is smaller than the ensuing decline in labour productivity growth and in the warranted real wage growth, then in that case steady‐inflation unemployment may increase. Empirical evidence for 20 Organisation for Economic Cooperation and Development (OECD) countries (1984–1997) indicates that the impact of labour market deregulation on OECD unemployment is zero, and possibly negative (causing a higher rate of unemployment).     

FDI和产业集聚对TFP增长影响的实证检验——基于上海制造业行业的数据

运用非参数的Malmquist生产率指数方法,测算了1998—2007年上海20个制造业行业的全要素生产率指数及其技术效率和技术进步的变化指数;用基于面板数据的计量回归模型对上海市制造业行业全要素生产率的影响因素进行了实证检验。得出以下结论:上海制造业行业全要素生产率的增长主要是由技术进步带来的,技术效率变化指数表现出负增长;外商直接投资对上海制造业企业没有明显的外溢效应,产业集聚对上海制造业行业的全要素生产率增长有显著的促进作用,出口贸易具有显著的阻碍作用,国有产权比重具有显著的反向作用。