Imperfect information, Bayesian learning, and capital accumulation

This paper examines the consequences of informational imperfections for economic growth in an overlapping generations model in which agents learn the technological parameters in a Bayesian fashion. Under mild sufficient conditions, beliefs converge to the true value of the technological parameters. Nevertheless, even short-lived informational imperfections could have lasting effects, as they alter the long-run equilibrium levels of the capital stock. Therefore, learning dynamics may explain some of the observed differences in the performance of countries with otherwise similar economic characteristics.     

The environmental Porter hypothesis: theory,evidence, and a model of timing of adoption

The Porter hypothesis postulates that the costs of compliance with environmental standards may be offset by adoption of innovations they trigger. We model this hypothesis using a game of timing of technology adoption. We will show that times of adoption will be earlier if the non-adoption tax is higher. The environmental tax will turn the preemption game with low profits into a game with credible precommitment generating higher profits (pro-Porter). If there is a precommitment game without environmental taxes, the introduction of a tax will lead to lower profits (anti-Porter). An evaluation of the empirical literature indicates that the Porter hypothesis will hold even for profit-maximizing firms under multiple market imperfections such as imperfect competition, X-inefficiency, and agency costs. These are more likely to be present in sectors with large firms. In many case studies that we have evaluated, though, we detected an element of explicit or implicit subsidies for environmentally friendly behaviour, which is in line with Pigovian policies.     

Technology diffusion and environmental regulation: the adoption of natural gas-fired combined cycle generating units

Even though environmental policy can affect the path of technology diffusion, the economics literature contains limited empirical evidence of this relationship. This paper provides insight into the technology adoption decisions of electric generating firms. Specifically, the diffusion of combined cycle (CC) generating units is examined. This technology is ‘environmentally friendly’ in that, it is cleaner and more efficient than alternative generating units. The empirical model explores the decision to adopt a CC generating unit and the extent to which the technology is adopted in response to environmental regulations imposed on producers. Zero-inflated models are used to evaluate adoption decisions at the plant-level as well as the firm-level. This research shows that environmental regulation has a significant effect on technology choice and the extent of adoption in this industry. Findings suggest that the stringency of regulations that control the building of new generating units is particularly influential for established power plants.     

The adoption of new technology by the farmers in Taiwan

This study addresses the technologies the farmers adopted, their reasons for adopting these technologies and the result of adopting these technologies. The design and strategy used to collect the data needed are both qualitative and quantitative. Farmers who practised traditional farming methods and those who adopted the new technologies were both given survey questionnaires and were interviewed.

The result of the study shows that the technologies applied by the farmers are the use of tractors in tilling the ground, the use of machinery in planting, the practice of irrigation and the use of a combination of organic and commercial fertilizers. The reasons for the adoption of the latter are the availability of chemicals and the convenience of their use, and this is used to enhance the growth of plants. The results of the new technology adoption are high yields of produce, production of hybrid crops, and the saving of labour, thus increasing the income of the farmers.     

Computer adoption and returns in transition

Across nine transition economies, it is the young, educated, English‐speaking workers with the best access to local telecommunications infrastructures who work with computers. These workers earn about 25 percent more than do workers of comparable observable skills who do not use computers. Controlling for likely simultaneity between computer use at work and labour market earnings makes the apparent returns to computer use disappear. These results are corroborated using Russian longitudinal data on earnings and computer use on the job. High costs of computer use in transition economies suppress wages that firms can pay to their workers who use computers.     

Diffusion with variable production lead times

When there is not one obvious candidate technology, entrants to a new industry face a non-trivial choice between longer lead times in the setting up of production and a better chance that the technology could successfully deliver. This paper shows how this tradeoff may yield gradual diffusion. Diffusion is more protracted in industries where learning opportunities are more bountiful. The equilibrium minimizes the long-run equilibrium price, just as in the standard Marshallian model of a competitive industry. The market structure does not seem to affect the rate of diffusion with the monopoly choosing the same rate of diffusion that prevails in competition despite restricting output.      

Competition,strategic delegation and delay in technology adoption

This paper examines how strategic managerial delegation affects firms' timing of adoption of a new technology under different modes of product market competition. It demonstrates that strategic delegation has differential impacts on adoption dates under Cournot and Bertrand competitions. Strategic delegation with ‘own-performance’-based incentive schemes always leads to early adoption in markets with Bertrand competition compared to that under no-delegation, but not necessarily so in markets with Cournot competition. It also shows that under strategic delegation with ‘own-performance’-based incentive schemes, adoption occurs earlier (later) in markets with Cournot competition than in markets with Bertrand competition, if the degree of product differentiation is high (low). In contrast, under strategic delegation with ‘relative-performance’-based incentive schemes, adoption dates do not differ across markets with different modes of competition. It also analyses implications of firms' choice over types of managerial incentive schemes on the speed of diffusion of new technology.     

The Optimal Timing of Adoption of a Green Technology

We study the optimal timing of adoption of a cleaner technology and its effects on the rate of growth of an economy in the context of an AK endogenous growth model. We show that the results depend upon the behavior of the marginal utility of environmental quality with respect to consumption. When it is increasing, we derive the capital level at the optimal timing of adoption. We show that this capital threshold is independent of the initial conditions on the stock of capital, implying that capital-poor countries tend to take longer to adopt. Also, country-specific characteristics, as the existence of high barriers to adoption, may lead to different capital thresholds for different countries. If the marginal utility of environmental quality decreases with consumption, a country should never delay adoption; the optimal policy is either to adopt immediately or, if adoption costs are “too high”, to never adopt. The policy implications of these results are discussed in the context of the international debate surrounding the environmental political agenda.      

Technology adoption and the impact on average productivity

In this paper, a framework is developed to analyze how the specifications of new technologies and the heterogeneity of micro-units of production affect the input use, the adoption pattern, and the productivity of inputs. It shows that asset-productivity-enhancing (APE) technologies tend to be adopted by micro-units with high-quality assets, while variable-input, efficiency-enhancing (VIEE) technologies tend to be adopted by micro-units with low-quality assets. In both cases, the variable input productivity increases, but the average productivity of the fixed asset may decline in the case of the VIEE technology. The distribution of asset quality and the new technology specifications will therefore determine the impacts of production technology innovations on aggregate behavior and consequently the change in average productivity of the fixed asset.     

Predation and accumulation

This article incorporates the economic theory of predation into the theory of economic growth. The analytical framework is a general-equilibrium model of the interaction between two dynasties: a potential predator and its prey. We find that the rate of accumulation of capital and the security of property are positively related only for generations of the prey dynasty that tolerate predation. Generations of the prey dynasty that choose to deter predation, even though their property is perfectly secure, accumulate productive capital more slowly than the preceding generations that tolerated predation.     

Learning by doing,organizational forgetting,and the business cycle

This paper supplements a learning-by-doing real business cycle model with endogenous organizational forgetting. Empirical evidence shows that the accumulated experience decay rate is not constant over the business cycle, but that forgetting is a function of economic activity. Learning reinforces the effects of productivity shocks, and organizational forgetting exacerbates their impact and increases their persistence. This is of particular interest when a negative productivity shock hits the economy, as the increasing speed of forgetting aggravates the negative shock and delays recovery.     

Free trade, factor returns, and factor accumulation

A model of development is studied in which physical capital and unskilled labor are good substitutes, and skilled labor is complementary to the resulting aggregate. Growth in a closed economy is compared with two open regimes. Inflows of physical capital only reduce the interest rate and raise both wage rates. The skilled wage rises more sharply, however, increasing the skill premium and accelerating human capital accumulation. Full integration with a larger and more developed neighbor also reduces the interest rate and raises both wage rates, but in this case the skill premium falls and human capital accumulation changes very little.     

Gender gap,capital accumulation and the demographic transition

This paper focuses on explaining the demographic transition and some of the broad patterns that are associated with it. We present an endogenous growth model that incorporates altruism and son preference within the family as well as gender wage gap and gender wage discrimination in the labour market. We show that with the accumulation of physical capital and human capital, the output share of mental labour increases and the gender wage gap narrows. In the early stages of economic development, gender discrimination is becoming prevalent and the substitution effect of capital accumulation, which raises the cost of child rearing, is dominated by the income effect, so the growth rate of population increases with income. When the degree of gender wage discrimination starts to decline, the increased cost of child rearing induces families to invest more in the human capital of children and the growth rate of the population falls. The quantitative analysis shows that gender wage discrimination is indeed an important contributor to the demographic transition.     

Cooperative membership and new technology adoption of family farms: Evidence from China

Various policies have been implemented to encourage the development of family farms and cooperatives in the past decade in China. New technology adoption is a crucial part in promoting the performance of family farms. However, empirical evidence on whether and how cooperatives would facilitate family farms to adopt new technologies remains unclear. To address the gap, this paper examines the impact of family farms’ cooperative membership on new technology adoption (i.e., new varieties, new machinery, new fertilizers, new pesticides, new pest control techniques, new production methods and new management methods). Using novel survey data from 848 family farms in China, and employing both propensity score matching approach and endogenous switching probit model, we find that for family farms, cooperative membership has positive and significant impacts on new technology adoption. When looking into different types of technology, we find that the impacts are larger on the adoption of new methods than new techniques. Moreover, the impacts are larger for family farms with lower operation income and smaller size. The findings provide important insights for policymakers tasked with promoting agricultural technology adoption.     

Technology adoption in response to changes in market conditions: Evidence from the US petroleum refining industry

This paper analyzes the determinants of the levels and rates of technology adoption for petroleum refineries that survived the period 1980–1989, during which the conditions of product demand and crude oil supply changed significantly. Regression models are specified to investigate the growth of technology-related capacity, the growth of technology complexity, and the rates of adoption estimated from a diffuse model of technology use. Both levels and rates of adoption are hypothesized to be affected by refinery size, regulatory status, elements of local markets, and geographical factors. Empirical results generally suggest that compared with the supply-side factors of crude oil sources and regulatory subsidies, refinery size and demand-side factors, such as total consumption, consumption growth and fluctuation, and changes of the consumption mix, are responsible for the most part of the determination of technology adoption for refineries surviving the 1980s.     

The Determinants Of The Adoption Of Advanced Manufacturing Technology

The paper investigates empirically the decision of firms to adopt ‘Advanced Manufacturing Technologies’ (AMT) based on a comprehensive specification of a ‘rank model’ of technology adoption using firm-level data for Swiss manufacturing. The explanatory variables include numerous dimensions of (anticipated) benefits from and costs of technology adoption allowing for uncertainty as well as for information and adjustment costs. Moreover, the effect of complementarities between various functional groups of AMT (design, fabrication, communication, etc.) as well as of learning from the use of previous technology vintages within such functional groups is analyzed, Finally, the size-dependence of the adoption decision is studied in detail. The model yields a quite robust pattern of explanation across estimates with different adoption variables (time period of introduction of AMT, intensity of use of AMT, etc.) with plausible differences of the results based on the alternative adoption measures used.     

中国农业技术进步的动力结构分析——基于2001-2015年省级面板数据的分析

农业的发展是多种因素共同作用的结果,本文通过超越对数生产函数的分解,将农业产出增长归结为技术进步效应和投入增加效应,前者又表示为资本深化、人力资本积累和经营规模扩大等技术进步动力的作用结果,以此探讨中国农业发展中技术进步的动力结构。发现劳均农机动力提升具有变弹性的作用,劳均固定资本投资和其他动力因素对产出的影响都为固定弹性的作用;虽然农业生产中人力资本的边际产出最高,但各农业主产区普遍面临人力资本紧缺的现象;农业经营规模具有系统性的技术促进作用,尤其对资本深化过程有明显促进作用。分地区的研究表明技术进步的动力结构具有地域特征,不仅资本深化的路径各有特点,且经营规模扩张的系统性作用也不尽相同。在促进农业技术进步的过程中,需要因地制宜。     

Technology adoption and LDC firms

In a duopoly framework we show that among the set of firms competing with the technology leader, both relatively advanced and relatively backward firms will not be likely adopters of the superior technology. Instead, the firms in the “middle” will invest for adopting the superior technology. This particularly characterizes the innovation characteristic of LDC markets where backward firms exist along with technology super-powers.     

劳动力迁移、人力资本与农业技术进步分析

采用比较分析法和数据包络分析法（DEA）,分析了劳动力迁移、人力资本与农业技术进步之间的关系。认为劳动力迁移有利于劳动力人力资本水平的提高;农业技术效率在短期内受到物质资本投入、劳动力素质等因素的强性约束。长期来看,约束因子会不断放松;劳动力迁移对迁入地的农业技术进步是有贡献的。     

Redistribution and persistent exploitation in an accumulation economy with decreasing marginal impatience

Abstract

A variant of John Roemer’s accumulation economy is studied in which agents have identical payoff functions characterized by decreasing marginal impatience (DMI), such that time discount rates are decreasing in individual wealth levels. The implications of DMI for the existence and persistence of positive rates of profit and exploitation in the presence of capital accumulation, as well as for the dynamic redistribution of wealth, are derived. It is demonstrated that with DMI, differential ownership of productive assets is sufficient to ensure ongoing capital scarcity, and thus persistently positive rates of return and exploitation, as well as eventual redistribution of productive assets to the wealthiest agents.