Accounting for wage and employment changes in the US from 1968–2000: A dynamic model of labor market equilibrium

In this article, we present a unified treatment of and explanation for the evolution of wages and employment in the US over the last 30 years. Specifically, we account for the pattern of changes in wage inequality, for the increased relative wage and employment of women, for the emergence of the college wage premium and for the shift in employment from the goods to the service-producing sector. The underlying theory we adopt is neoclassical, a two-sector competitive labor market economy in which the supply of and demand for labor of heterogeneous skill determines spot market skill rental prices. The empirical approach is structural. The model embeds many of the features that have been posited in the literature to have contributed to the changing US wage and employment structure including skill-biased technical change, capital-skill complementarity, changes in relative product-market prices, changes in the productivity of labor in home production and demographics such as changing cohort size and fertility.     

中国制造业技能偏向技术进步的测度与分析

技能偏向技术进步已成为理解各国普遍存在的技能劳动需求分化和技能溢价的关键性因素。采取Malmquist-TFP指数分解方法,测度技术进步偏向性,发现我国制造业并非全部都存在技能偏向技术进步,技术进步技能偏向也没有表现出线性增长趋势,而是呈现出较大的波动性。对技能偏向技术进步演变机制的研究发现,技能劳动供给增长增强了技能偏向技术进步,但国际贸易对其促进作用仅仅在高技术和低技术行业中存在。     

Estimating Technological Change Using a Stochastic Frontier Production Function Framework: Evidence from U.S. Firm-Level Data

This paper presents a methodology for estimating an index of technological change using firm-level data in a stochastic frontier production function model that takes into account time-varying technical inefficiency. In contrast to the Solow divisia index approach, econometric estimation of the index with panel data allows the researcher to separate technical progress from the stochastic measurement error. Applying the econometric methodology to a panel of 908 publicly-traded U.S. firms from the COMPUSTAT database, we find evidence of a significant downturn in general technological change for the period, 1970– 1989, whereas the divisia index methodology applied to the same data shows stagnation. When the sample is divided into Manufacturing, Services, and Miscellaneous categories we find that estimates of technological change for the three groups display markedly different stochastic behavior and that the Services group is the source of the downturn.     

Has agricultural labor restructuring improved agricultural labor productivity in China? A decomposition approach

This paper presents a framework for analyzing the changes in agricultural labor productivity with regards to the structural, land intensity, and land productivity effects. This approach allows for the residual-free decomposition of data from different levels of aggregation. The logarithmic mean Divisia index was applied for the analysis and a data envelopment analysis model was constructed to identify potential gains in agricultural labor productivity due to the optimization of input use and output production. The proposed approach was applied to the case of China over the period of 1997–2017. Province-level data were used to identify the major driving factors behind agricultural labor productivity change. Land productivity change appeared to be the major source of agricultural labor productivity gains in China. The structural change was rather negligible, suggesting that the reallocation of the agricultural labor force did not add to the agricultural labor productivity growth in China. A frontier analysis indicated that agricultural labor productivity could increase by some 45% on average in case full technical efficiency is achieved.     

Skill supply and biased technical change

This article contributes to the debate on skill-biased technical change by studying the dynamics of skill supply and wage inequality in an endogenous growth model with ability-biased technical progress. Due to a discouragement effect, rising within groups inequality reduces incentives to become educated for ordinary-ability workers. This mechanism generates a non-monotonic relationship between the growth rate and skill supply driving wage inequality upward during periods of accelerating technical change. This theoretical explanation is consistent with the apparent ambiguous relationship between the relative skill supply and inequality in the last decades in several OECD countries.     

Technical efficiency and region The U.S. manufacturing sector 1972–1977

In this paper we estimate the extent of technological bias in an interregional context for U.S. manufacturing during the period 1972–1977 using a factor augmenting production function approach. We present estimates of the elasticity of factor substitution for each of the 48 states in the sample using a variable elasticity of substitution production function. Next, we use these estimates to generate estimates of the rates of change in the efficiencies of capital and labor inputs and compare these estimates across states and census regions. We also examine and compare estimates of total factor productivity across states and regions. We ,find that the average annual rates of growth of capital efficiency during the period are 5.5 percent in the Northeast, 5.3 percent in the Northcentral, 5.6 percent in the West and 3.1 percent in the South. The rates of change of the efficiencies of labor are found to be negative across all regions except the South. The rates of change of total factor productivity are found to be 1.7 percent in the Northeast, 2.3 percent in the Northcentral, 2.4 percent in the West and 1.7 percent in the South. We also find that between 33 percent and 56 percent of the growth of output across regions is due to technical progress.     

Separating Technical Change from Time-Varying Technical Inefficiency in the Absence of Distributional Assumptions

This paper proposes an alternative model for separating technical change from time-varying technical inefficiency. The proposed formulation uses the general index, developed by Baltagi and Griffin (1988), to model technical change in the production frontier function and a quadratic function of time, as in Cornwell, Schmidt and Sickles (1990), to capture the temporal pattern of technical inefficiency. In such a setting, all parameters associated with the rate of technical change and the temporal pattern of technical inefficiency are identified separately. Moreover, the proposed formulation is independent of any distributional assumption concerning the one-sided error term associated with technical inefficiency, and it can be estimated in a single stage with non-linear FGLS. Empirical results based on a translog production frontier, and estimates of technical inefficiency and technical change are presented for the UK dairy sector over the period 1982–1992.     

Analyzing China's productivity growth: Evidence from manufacturing industries

This article examines the growth attributes of manufacturing industries in China for the sample period of 1999–2007. The output growth of manufacturing industries classified under four groups and four regions is decomposed into four components of input growth, scale effect, technical progress, and technical efficiency change. A stochastic frontier model is applied to the translog production function to estimate technical efficiency. Despite the conventional argument that input growth and technical progress are important factors to output growth, the empirical findings show a significant scale effect but a weak technical efficiency change. The contribution to growth from labor has been replaced by human and physical capitals. Structural transformation in the industrial sector is evident, so as regional imbalances.     

Labor productivity convergence in the Kansas farm sector: a three-stage procedure using data envelopment analysis and semiparametric regression analysis

This paper employs a three stage procedure to investigate labor productivity growth and convergence in the Kansas farm sector for a balanced panel of 564 farms for the period 1993?C2007. In the first stage, Data Envelopment Analysis is used to compute technical efficiency indices. In the second stage, labor productivity growth is decomposed into components attributable to efficiency change, technical change, and factor intensity. The third stage employs both parametric and semiparametric regression analyses to investigate convergence in labor productivity growth and the contribution of each of the three components to the convergence process. Factor intensity and efficiency change are found to be sources of labor productivity convergence while technical change is found to be a source of divergence. Policies that encourage investment in capital goods may help to mitigate disparities in labor productivity across the farm sector.     

Parametric decomposition of the input-oriented Malmquist productivity index: with an application to Greek aquaculture

Using a stochastic frontier approach and a translog input distance function, this paper implements the input-oriented Malmquist productivity index to a sample of Greek aquaculture farms. It is decomposed into the effects of technical efficiency change, scale efficiency change, input-mix and, technical change, which is further attributed to neutral, output- and input-induced shifts of the frontier. Implementable expressions for the aforementioned components are obtained using a discrete changes-approach that is consistent with the usual discrete-form data. Empirical findings indicate that the productivity of the farms in the sample increased during the period 1995–1999 and it was shaped up primarily by the input mix-effect and technical change.     

Productivity, employment and labor demand in Polish industry in the 1980s: Some preliminary results from enterprise-level data

The paper uses annual data from a panel of 334 Polish industrial enterprises over the period 1983–1988 to test empirically a simple neoclassical approach to the socialist labor market. First, an enterprise production function is estimated. The paper finds that for most enterprises, the resulting estimated marginal product of labor exceeds the wage paid by the enterprise by a considerable margin, suggesting general excess demand for labor. The paper then looks at how the difference between the MPL and the wage is related to the rate of change of employment, and finds that firms where the MPL is higher than the wage — firms which in a neoclassical model would have a large excess demand for labor — do not shed labor any more slowly than other firms.     

2005年-2011年间我国矿业生产效率分析——基于DEA模型的Malmqusit指数实证分析

本文采用了2005年至2011年共7年的相关投入产出指标,使用数据包络分析的Malmqusit指数模型,对矿业的Malmqusit生产率指数进行测度,认为我国矿业的生产效率除2008-2009年间外均存在上升的趋势;然后对其进行RD分解,得到综合技术效率变动、技术进步、纯技术效率变动、规模报酬变动四个不同的指标值,认为生产效率改进的主要原因是技术进步效率的提升,而综合技术效率变动、纯技术效率变动、规模报酬则拖累了生产效率,随后分析了四个不同指标值的经济含义。     

On the theory of interregional tax incidence

The state of factor income distribution prevailing in a local jurisdiction may be greatly influenced by the change in tax policies carried out by some other local jurisdictions through the market mechanism. The theory of interregional tax incidence is concerned with the problem of interactive distributional effects among local jurisdictions when each local government executes independently tax policies. This paper develops a new method of conducting a comparative static analysis on the current issue by making use of a general equilibrium model of interregional tax incidence characterized by the assumption that labor is perfectly immobile between different jurisdictions.     

Panel data analysis of U.S. coal productivity

We analyze labor productivity in coal mining in the United States using indices of productivity change associated with the concepts of panel data modeling. This approach is valuable when there is extensive heterogeneity in production units, as with coal mines. We find substantial returns to scale for coal mining in all geographical regions, and find that smooth technical progress is exhibited by estimates of the fixed effects for coal mining. We carry out a variety of diagnostic analyses of our basic model and primary modeling assumptions, using recently proposed methods for addressing ‘errors-in-variables’ and ‘weak instrument bias’ problems in linear and nonlinear models.     

Public infrastructure provision and skilled–unskilled wage inequality in developing countries

In this paper, we develop several static three-sector general equilibrium models with diverse labor market structures to investigate the effects of government provision of public infrastructure on the skilled–unskilled wage inequality in developing countries. The basic full employment model shows that the production sectors' relative dependence on the public infrastructure provision plays a crucial role in determining the skilled–unskilled wage inequality. Different relative dependences on public infrastructure may even result in opposite changes in the skilled–unskilled wage inequality. The above results are robust even when we extend the basic full employment model to three fundamentally different cases.     

Structural Change and Labor Requirement of the Japanese Economy

This paper extends the framework of input–output decomposition analysis into a model which decomposes changes in the labor requirement of an economy into effects of occupational substitution, changes in labor productivity and changes in material inputs. By application of this model to the Japanese experience it was found that the most important characteristic of the evolution of the Japanese labor force in the period 1975–85 was the replacement of blue collar workers by highly skilled professionals and technicians. Both technical change and changes in the structure of final demand fostered the increasing demand for professionals and technicians. As the mix of employment shifted towards high knowledge level occupations, Japan's labor productivity increased sharply.     

上市公司生产效率动态变化的Malmquist指数分析——来自家电行业的数据

本文运用DEA(数据包络分析方法)和Malmquist效率指数,分析了我国家电行业生产效率的动态变化,发现影响我国家电行业上市公司Malmquist指数逐年下降,认为技术创新对提高我国家电行业上市公司的效率非常至关重要。并对技术效率和技术进步进行了相关性研究。     

Trade,technology and skills: Evidence from Turkish microdata

In this paper we report evidence on the relationship between trade openness, technology adoption and the relative demand for skilled labour in the Turkish manufacturing sector, using firm-level data over the period 1980–2001. In a dynamic panel data setting, using a unique database comprising data from 17,462 firms, we estimate an augmented cost share equation whereby the wage bill share of skilled workers in a given firm is related to international exposure and technology adoption.It emerges that R&D expenditures are positive and significantly related to skill upgrading. This result supports the skill-biased technological change argument in the case of a middle-income country such as Turkey.Moreover, the firm-level analysis reveals a positive impact of technological transfer from abroad, foreign ownership and exporting status on the demand for skills, highlighting the role of increasing international openness in fostering skill upgrading within firms.Our microdata also allow us to investigate the direct impact of import flows in shaping the relative demand for skills. The results show that those firms belonging to the sectors experiencing rapid increase in the share of inputs imported from industrialised countries also experience a higher increase in the labour cost share of skilled workers. This finding provides further support for the hypothesis that imports from industrialised countries imply a transfer of new technologies, in turn leading to a higher demand for skilled labour (the so-called skill-enhancing trade hypothesis).     

The impact of embodied and disembodied technical progress on productivity gaps—An applied general equilibrium analysis for Germany and Spain

The purpose of this paper is to analyze the impact of disembodied and of capital embodied technical progress on the closing of international productivity gaps. Within the framework of a partial equilibrium model the direct effect of technical progress on the change of productivity gaps can be calculated directly. However, since the two types of technical progress affect unit costs of industries differently, and hence the system of relative prices, an applied general equilibrium model is required in order to measure the indirect effect of technical progress on the change in productivity gaps. We employ variable cost functions with quasi-fixed effective capital, depending on the rate of embodied technical change, in order to generate a system of prices. Based on similarly structured applied general equilibrium models for Spain and Germany, we quantify the effects of sectoral embodied or disembodied technical change on reduction in national inflation as well as the effect on closing productivity gaps.     

The impact of R&D on factor-augmenting technical change – an empirical assessment at the sector level*

The aim of the paper is to quantify endogenous factor-augmenting technical change driven by R&D investments in a panel of 11 OECD countries over 1987–2007. This paper contributes to the scant empirical evidence on the speed, sources and direction of technical change for various sectors and production factors. Assuming cost-minimization behavior, a CES framework is used to derive a system of equations that is estimated by a GMM system estimator. The estimated factor-augmenting technology parameters show that in most sectors, technical change was labor-augmenting and labor-saving. Statistically significant effects of manufacturing and services R&D were found on factor-augmenting technical change (with the highest R&D elasticities found in the high-tech manufacturing and transport, storage and communication sectors). Whereas ‘in-house’ R&D stimulates total factor productivity, R&D spilled over to other sectors has a capital-augmenting effect accompanied by a higher use of labor. The results of this study provide a starting point for incorporating endogenous factor-augmenting technical change in impact assessment models aimed at broad policy analysis including economic growth, food security or climate change.