Consistent inference in fixed-effects stochastic frontier models

The classical stochastic frontier panel data models provide no mechanism to disentangle individual time invariant unobserved heterogeneity from inefficiency. Greene (2005a, b) proposed the so-called “true” fixed-effects specification that distinguishes these two latent components. However, due to the incidental parameters problem, his maximum likelihood estimator may lead to biased variance estimates. We propose two alternative estimators that achieve consistency for $n\to \infty$ with fixed $T$. Furthermore, we extend the Chen et al. (2014) results providing a feasible estimator when the inefficiency is heteroskedastic and follows a first-order autoregressive process. We investigate the behavior of the proposed estimators through Monte Carlo simulations showing good finite sample properties, especially in small samples. An application to hospitals’ technical efficiency illustrates the usefulness of the new approach.     

Shifting frontier dynamics in Latin America

The concepts of resource frontier and commodity frontier are often treated interchangeably. This article suggests the benefits of clarifying these concepts because frontiers remain important analytics for understanding drastic land‐use changes and other socio‐environmental transformations. Based on long‐term field research in different parts of South and Central America, we use frontier concepts as heuristic devices to analyze heterogeneous frontier situations and make broader generalizations. Our synchronic and diachronic analyses of frontier dynamics elucidate different frontier modalities and shifting frontier expansions. The concept of commoditizing resource frontier is introduced to explain recent frontier‐makings in Brazilian Amazonia and Cerrado and in the Nicaraguan Río San Juan. Although earlier frontier research took a short‐term time perspective and created conceptualizations based on a single modality of a particular period, our longitudinal analysis shows that drastic changes and complex overlappings are the hallmarks of frontier dynamics.     

Producing Localized Commodity Frontiers at the End of Cheap Nature: An Analysis of Eco‐scalar Carbon Fixes and their Consequences

There is no single ‘great’ commodity frontier whose exploitation under current socio‐technical conditions could fuel capital accumulation at the global scale. According to Jason Moore, this represents the ‘end of Cheap Nature’ and signals a terminal crisis for capitalism as we know it. In this article we complicate this assertion by showing how, in the context of global environmental governance frameworks of carbon control, a diverse range of actors situated at multiple scales are intensifying the use of cities and their hinterlands for the production/transgression of localized commodity frontiers. We draw on scholarship on uneven geographical development, state‐led restructuring and eco‐scalar fixes to present two case studies from different segments of the carbon cycle in the global South. The first case demonstrates how the introduction of waste‐to‐energy technology in Delhi facilitated the generation of ‘carbon credits’ while waste matter itself became a commodity. The second discusses attempts by the Brazilian state of Amazonas (Amazônia) aspiring to shift from rainforest exploitation to financialized conservation supported by the ‘green global city’ functions of metropolitan Manaus. These cases demonstrate that although the global carbon‐control regime may enable accumulation, implementation remains speculative, and localized commodity frontiers provoke social resistances that jeopardize their durability.     

Territorialization in a closing commodity frontier: The Yasuní rainforests of West Amazonia

In Ecuador's Yasuní rainforests and the lived history of the Waorani that live there, the commodification of first rubber and then oil shaped territorialization into particularly violent form. The formative role of rubber production in the 19th century involved local despots' imposition of a regime of violence. Reacting to this violent capitalist system, individual Waorani forged new socio‐spatial territories through violence with rubber slavers and cooperation with the Taromenane, a people who continue to live in isolation. Today, an oil complex exerts control to bring the end of Yasuní's commodity frontier, even while the Waorani Nation and Taromenane hold legal rights to parts of the forests. In this article, I analyse how rubber and oil exploitation has unfolded as capitalist territorial violence, spurring Waorani and Taromenane social expressions and political mobilizations that are at times violent, but primarily not.     

Narco‐frontiers: A spatial framework for drug‐fuelled accumulation

Based on historical and ethnographic research conducted in a region of northwest Colombia and drawing on the stories of novelist Gabriel García Márquez, this article develops the analytical concept of “narco‐frontiers” to help disentangle the confusing political economy of agrarian spaces affected by the violence of the drug war. As socially produced spaces, narco‐frontiers emerge through the convergence of four interlocking processes: uneven development, internal colonialism, political violence, and narco‐fuelled dispossession. Although often depicted as “ungovernable” or “stateless” spaces, narco‐frontiers are wracked by extra‐legal regimes of rule in which the state is simply one actor among others. With the drug trade inducing violent agrarian change all over the world—from Colombia to Afghanistan, Burma to Central America—this article offers a spatial‐historical framework for understanding these dramatic transformations.     

山区绿色发展研究热点与前沿探讨——基于CiteSpace可视化分析

作为中国的生态屏障,山区的绿色发展是中国可持续发展以及生态文明建设的重要保障。通过对我国山区绿色发展的现状及存在的问题进行归纳总结,阐明绿色对于山区区域经济发展的重要性。结合CiteSpace可视化分析,从文献数据库检索相关文献,提取关键词,并对其进行热点分析,聚类分析和时序分析,探索出山区绿色发展的研究热点与前沿。结合山区绿色发展的实际背景,根据可视化分析结果,提出坚持绿色发展理念,强化绿色产业发展,明确绿色发展思路,加强欠发达山区研究,加大基建资金投入等措施,为中国山区经济和社会发展带来新篇章。     

Exploring a Regional Technical Efficiency Frontier in the Former USSR

Using 1971–90 panel data from a Siberian province, two econometric methods are used side by side to examine technical inefficiency with a suggestion as to how the methods might be used in sequence. Estimates derived from a random effects method reveal that technical inefficiency is both substantial and not time invariant. Results using either a random or fixed effects method suggest that existing estimates of technical inefficiency in centrally planned economies may be biased downward because of the choice of the estimation method. Using either method, the increasing technical inefficiency found is likely to be one cause of the decline in the performance of centrally planned economies and their regions.     

Technical Efficiency Estimates of Scottish Agriculture: A Note

Within the UK there has been a lack of studies of technical efficiency at the Scottish level. This note compares the results obtained using Scottish data with a recent study by Hadley [Journal of Agricultural Economics (2006) Vol. 57, pp. 81–100] for English and Welsh farms. Four major sectors are investigated, namely: (i) cereals, (ii) dairy, (iii) sheep and (iv) beef over the period 1989 to 2004. Some distinct differences in efficiencies, returns to scale and causes of efficiency are found.     

Heteroscedasticity and Non-Monotonic Efficiency Effects of a Stochastic Frontier Model

We consider a model that provides flexible parameterizations of the exogenous influences on inefficiency. In particular, we demonstrate the model's unique property of accommodating non-monotonic efficiency effect. With this non-monotonicity, production efficiency no longer increases or decreases monotonically with the exogenous influence; instead, the relationship can shifts within the sample. Our empirical example shows that variables can indeed have non-monotonic effects on efficiency. Furthermore, ignoring non-monotonicity is shown to yield an inferior estimation of the model, which sometimes results in opposite predictions concerning the data.     

Slack-adjusted efficiency measures and ranking of efficient units

In non-parametric methods many units are calculated as efficient. The article suggests a method for ranking efficient units, not by their efficiency, but by importance as benchmarks for the inefficient units, in contrast to earlier suggestions in the literature which rank units high if they are specialized. However, the total potentials for improvement frequently remain unrevealed by calculating radial efficiency measures of the Farrell type only. The article therefore first develops efficiency measures that explicitly extend the radial measures to include slacks. The new measures are applied to a typical multidimensional small-sample data set for Norwegian employment offices.