Determinants of Grain Production and Technical Efficiency in China

A stochastic frontier production function is used to investigate the prospect to bring China's grain production and productivity to higher levels using a panel data set on 30 provinces from 1987–92. Given an irreversible trend of declining agricultural land, the only feasible way to raise total grain output is to increase land productivity if China does not want to rely on large-scale imports to feed her huge and still growing population. Considerable regional differences in grain yields suggest that there is still a vast potential for raising grain output. The short term solution is to use more land-augmenting inputs such as fertilisers and irrigation in the medium and low yield regions. However, the law of diminishing returns is in operation as more physical inputs are applied to shrinking land. Growth in grain output in the long term must rely on improvements in technical efficiency.     

土地流转、要素配置与农业生产效率改进

研究目的:基于2005—2017年省际面板数据,分析土地流转对农业生产效率的影响,并从要素错配角度研究土地流转如何影响农业生产要素配置进而改善总体效率。研究方法:时变SFA模型、固定效应Tobit模型和中介效应模型。研究结果:(1)土地流转总体上显著提高了农业生产效率;(2)土地流转对农业生产效率的影响在不同地区、确权前后表现出异质性特征,其效果的发挥既依赖于土地流转市场的发育程度,也依赖于对土地权利的有效保护;(3)土地流转主要通过纠正劳动力错配来提高农业生产效率,而对土地错配状况的纠正作用有限。研究结论:加强土地流转市场建设不仅可以提高农业生产效率,而且能改善农业要素投入尤其是劳动力要素的错配状况并进而改善总体效率。     

Urban agriculture could provide 15% of food supply to Sydney,Australia, under expanded land use scenarios

Urban agriculture (UA) can be highly productive in terms of yield per unit area, however productivity is limited by available land and high input requirements. We determined how much of the food supply of Sydney, Australia, could be produced through UA by synthesising yield data from 13 UA gardens with information on labour and key material inputs and using spatial analyses to assess available land area. We modelled three scenarios with varying proportions of available land used for food production; 25 %, 50 % or 75 % of domestic yard space along with street verges and unused land (e.g. vacant lots). Around 15 % of Sydney’s total food supply, or its entire vegetable supply, could be produced through UA under the low range scenario, increasing to 34 % under the highest land use scenario. Under the low range scenario, all necessary irrigation water and organic soil amendments could be obtained from local waste streams, though these sources were insufficient to meet the needs of higher range scenarios. Available labour was a limiting factor in all scenarios, with the entire population being insufficient to meet labour needs required to maintain food production under efficiency and labour investment regimes typical of amateur urban gardeners. Establishing a professionalised UA workforce with greater labour efficiency would be required for managing the available land, however this scenario would likely require changes in public attitudes towards use of private land. These social issues, rather than physical limitations, may be the biggest factors preventing cities like Sydney from obtaining a non-trivial proportion of their food supply from UA.     

Farm size and the determinants of productive efficiency in the Brazilian Center-West

This paper explores the determinants of technical efficiency, and the relationship between farm size and efficiency, in the Center-West of Brazil. This is the region where agricultural production and total factor productivity have grown the fastest since 1970. It is also a region characterised by unusually large farms. Technical efficiency is studied with Data Envelopment Analysis and county level data disaggregated by farm size and type of land tenure. The efficiency measure is regressed on a set of explanatory variables which includes farm size, type of land tenure, composition of output, access to institutions and indicators of technology and input usage. The relationship between farm size and efficiency is found to be non-linear, with efficiency first falling and then rising with size. Type of land tenure, access to institutions and markets, and modern inputs are found to be important determinants of the differences in efficiency across farms.     

Decomposition of output growth in the Tunisian olive-growing sector: A frontier production function approach

The aim of this paper is to investigate the relative contribution of technical efficiency, technological change, and increased input use to the output growth of the Tunisian olive oil growing farms, using a stochastic frontier production function approach applied to panel data for the period 1995-1997. The proposed methodology is based on the use of a flexible translog functional form. Results indicate that technical efficiency of production in the sample of olive producing farms investigated ranges from a minimum of 24.8% to a maximum of 84.6% with an average technical efficiency estimate of 48.5%. This suggests that olive producers may increase their production by as much as 51.5% through more efficient use of production inputs. Further, the production is characterized by decreasing returns to scale, which on average was 0.8. Finally, investigation of the sources of production growth reveals that the contribution of conventional inputs (labor, in particular) and technical change are found to be the main source of that growth, since total factor productivity increased during the study period, but at a slowing rate.     

Market and Other Factors Affecting Farm Specific Production Efficiency in Pig Production in Vietnam

ABSTRACT

In developing country production environment, farm production efficiency is often measured in terms of on-farm resources and producer characteristics. In this paper we postulate that input and output market related factors also influence farm production decisions hence its efficiency. Stochastic frontier production function was used to assess technical efficiency and its determinants including input and output market variables for a sample of 1962 pig farms in Vietnam with data collected in 1999. There are significant differences in production behavior and efficiency level between the North and the South, among farms producing different breeds, between mixed and specialized farms, between household and commercial farms, and among producers located in different agro-ecological regions. Access to better output market, land size, herd size, and education of household head significantly reduced inefficiency, while access to government supplied inputs, age of household head, female headed households and family supplied crude feeds significantly increased inefficiency in both the regions. The direction of influence on efficiency differs between the two regions for access to credit, proportion of output sold at market rather than at farm gate and family labor supply. Generally, market related factors had more consistent influence on production efficiency in the South of Vietnam where the experience of market economics is longer compared to the North. Policy actions on providing better extension, more timely access to better quality inputs through the private sector, making credit more easily accessible to smallholders and opportunity to sell output at better priced secondary markets are expected to increase productivity and reduce inefficiency.     

要素市场扭曲对农业全要素生产率空间影响效应分解研究

目的 通过对要素市场扭曲下的农业全要素生产率的系统分析,以期为提升农业全要素生产率以及要素市场改革进程中的中国农业可持续发展提供参考。方法 文章基于资本、劳动力、土地等要素市场严重扭曲的事实,利用1997—2018年中国28个省（ 市、自治区）面板数据,通过构建空间计量模型检验要素市场扭曲对农业全要素生产率的空间影响及其溢出效应。结果 中国资本市场、劳动力市场、土地等要素市场扭曲度比较高,同时呈现显著地区差异;中国农业全要素生产率增长以技术进步驱动为主,大多数省份的技术效率不高,同时呈现出东部地区高于中西部地区的区域不平衡特点;要素市场扭曲对农业全要素生产率的影响为负,资本市场、劳动力市场、土地等要素市场扭曲在一定程度上阻碍农业全要素生产率的提升;要素市场扭曲对全要素生产率具有一定的空间溢出效应,也在一定程度抑制了全要素生产率增长。结论 考虑要素市场扭曲对农业全要素生产率影响的空间分析,更能客观反映当前不断深化的农业农村改革发展所引发的地区差距,应充分重视要素市场扭曲对农业全要素生产率的空间溢出效应,通过要素市场化改革,持续加大涉农政策调整,不断加大对农业农村生产经营的金融资源投入,逐步实现农业全要素生产率的全面提升。     

Production technologies in Ethiopian agriculture

This article examines the characteristics of and choice among two production technologies in Ethiopian agriculture, one with fertilizer and the other without, using 1989–90 farm-level data. For northwest and central Ethiopia, fertilizer usage determinants are estimated simultaneously with technology-specific production functions. For southern Ethiopia, where fertilizer is rarely used, a single production function is estimated. Three conclusions emerge. First, fertilizer use is not significantly affected by a farm's stocks of capital or land. This is consistent with the fact that fertilizer allocation decisions under the deposed Mengistu regime were politicized to the point where farmers had little control over use. Second, fertilizer is associated with a smaller factor share for cattle and a larger share for land, meaning that those who control land may gain relative to the individual farmers who own cattle as the country develops agriculturally. Third, farms without fertilizer in northwest and central Ethiopia tend to be too small, a problem due to population pressures on the land and communal methods of land allocation. This suggests that land allocation institutions should adjust by distributing land to a smaller but more economically viable number of farmers.     

Examining the relationship between farm size and productive efficiency: a Bayesian directional distance function approach

Achieving sustainable food security and increased farm income will depend on how efficient production systems are in converting available inputs to produce outputs. Using data from Malawi, we estimate a Bayesian directional technology distance function to examine the relationship between farm size and technical efficiency. Our results support the existence of an inverse relationship between farm size and productive efficiency, where small farms are more efficient than large farms. On average, farms exhibit inefficiency levels of 60%, suggesting that productivity could be improved substantially. Improving productive efficiency and food security will require farms to operate in ways where the size of cultivated area is matched by nonland production inputs such as labor, fertilizer, and improved seeds. The results highlight the need for policies that could incentivize farmers to adopt productivity‐enhancing technologies and, where possible, to allocate excess land to lease markets.     

Are small‐scale rice farmers in eastern India really inefficient? Examining the effects of microtopography on technical efficiency estimates

The article analyzes how controlling for differences in land types (defined by position on a low‐scale toposequence) affects estimates of farm technical efficiency for rice farms in eastern India. Contrasting previous research, we find that farms are considerably more technically efficient when efficiency estimates are carried out at the plot level and control for plot characteristics rather than at the farm level without such controls. Estimates show farms cultivating modern varieties are technically efficient and plots planted with traditional varieties on less productive lands (upland and midupland) operate close to the production frontier. Significant technical inefficiency is found on more productive lands (medium and lowland plots) planted with traditional rice varieties. The finding that these smallholder rain‐fed rice farms are efficient cultivators on some plots contrasts with previous findings of farm‐level inefficiency (i.e., rejects overarching explanations linked to farm operator ignorance or lack of motivation) and suggests more complex explanations are required to address the inefficiency that is present.     

中国城市土地供给错配：特征事实及对 全要素生产率的影响效应

研究目的：探究城市土地供给错配的典型特征,明晰城市土地供给错配对全要素生产率的影响,为提升土地配置效率和全要素生产率提供经验证据。研究方法：从土地供给过度与供给不足视角解析城市土地错配对全要素生产率的影响机制,通过空间一般均衡模型构建城市土地供给错配指数,利用面板计量模型和中介效应模型进行实证分析及中介效应检验。研究结果：（1）中国城市土地供给错配表现出明显的差异性：不同地区、城市规模、人口流动方向分别呈现出“东少西多”“阶梯递减”“逆向配置”特征。（2）城市土地供给错配对全要素生产率产生负向影响,影响效应在不同类型城市存在异质性,城市土地供给过度对全要素生产率的负向作用强于土地供给不足。（3）城市土地供给过度通过创新创业发展和产业结构优化双重路径显著抑制了城市全要素生产率,土地供给不足主要通过产业结构优化对城市效率产生显著的负向影响。研究结论：应警惕土地配置过度的“经济效率”陷阱,强化建设用地指标分配的人地挂钩机制,因城施策提升土地资源配置效率。     

Gender differences in agricultural productivity: the case of Tanzania

The article examines gender differences in agricultural productivity using panel data for Tanzania. At the national level, there is weak evidence of mean differences in productivity between male and female plots, but conditional on manager characteristics, plot characteristics, inputs, and crop choice, plots managed solely by a woman are consistently found less productive than all other plots. An Oaxaca‐Blinder‐type decomposition reveals that important factors explaining the gender differential are plot area and family labor. Women are able to obtain higher yields on smaller plots farmed with less male labor and more female labor and thus cover the gender gap in productivity at the aggregate level, but there are still significant unobservable factors which contribute to widening the gap.     

冬小麦—夏玉米复种的生产效率及其时空分异

目的 提高粮食生产效率是保障国家粮食安全的重要任务,对粮食生产中典型的冬小麦—夏玉米复种模式的生产效率进行分析,可以精确把握粮食生产效率,为粮食生产相关政策制定提供参考。方法 文章基于2007—2018年6省（市）面板数据,运用SBM-DEA和Fare-Primont模型从静态和动态视角对冬小麦—夏玉米复种模式的技术效率和全要素生产率的空间分布和时序变动特征进行测算及比较。结果 冬小麦—夏玉米复种模式的平均技术效率和全要素生产率水平值分别为0.793和0.744;机械投入、农药投入和水资源投入的平均冗余率较高,分别为28.693%、26.670%和21.578%。剩余混合效率即投入产出混合比例优化是造成冬小麦—夏玉米全要素生产率地区差异的主要原因;冬小麦—夏玉米复种模式的全要素生产率波动中小幅上升,技术进步、技术效率和剩余混合效率是主要影响因素。结论 冬小麦—夏玉米复种模式的低生产效率客观存在,应通过生产资料的科学合理投入,加快科技创新推广,推动粮食生产适度规模经营等方式来推动粮食高质量发展。     

Decomposition of gender differentials in agricultural productivity in Ethiopia

A number of studies document gender differentials in agricultural productivity. However, they are limited to region and crop‐specific estimates of the mean gender gap. This article improves on previous work in three ways. First, data representative at the national level and for a wide variety of crops is exploited. Second, decomposition methods—traditionally used in the analysis of wage gender gaps—are employed. Third, heterogeneous effects by women's marital status and along the productivity distribution are analyzed. Drawing on data from the 2011–2012 Ethiopian Rural Socioeconomic Survey, we find an overall 23.4 percentage point productivity differential in favor of men, of which 13.5 percentage points (57%) remain unexplained after accounting for gender differences in land manager characteristics, land attributes, and access to resources. The magnitude of the unexplained fraction is large relative to prior estimates in the literature. A more detailed analysis suggests that differences in the returns to extension services, land certification, land extension, and product diversification may contribute to the unexplained fraction. Moreover, the productivity gap is mostly driven by non‐married female managers—particularly divorced women—; married female managers do not display a disadvantage. Finally, overall and unexplained gender differentials are more pronounced at mid‐levels of productivity.     

环境约束下的洞庭湖平原耕地利用效率动态演变特征分析

目的 洞庭湖平原是长江中下游重要的粮食生产基地，同时也是重要生态功能区，探究其耕地利用效率动态演变特征，为有效治理洞庭湖平原耕地面源污染问题，提高耕地利用效率，缩小地区间效率不平衡提供参考依据。方法 文章基于环境约束视角下构建耕地利用效率评价指标体系，采用非期望产出的超效率SBM模型对洞庭湖平原耕地利用效率进行测度，并基于Malmquist-Luenberger指数模型及核密度估计法探究其动态演化特征。结果 （1）耕地利用过程中产生的面源污染及碳排放对耕地利用效率产生显著的负影响效应；（2）洞庭湖平原耕地利用效率在研究时限内呈平缓的“升—降—升”演变趋势，整体耕地利用效率均值为0.861，未达到最有效的生产前沿，效率损失的主要原因为生产要素投入及非期望产出两方面的冗余，其中各项资本要素投入冗余为最主要因素；（3）2007—2017年洞庭湖平原耕地利用全要素生产率年均提高4.7%，技术进步是耕地利用效率总体提高的最主要因素；（4）洞庭湖平原耕地利用效率在2007—2017年存在着显著的“双峰”态势，且该极化现象越来越显著，内部差距呈现先变大再缩小的动态演变特征。结论 应对效率低效地区加强农业生态生产意识构建和实施科技助推战略等，以提升洞庭湖平原耕地利用效率。     

The distribution of returns from land efficiency improvement in multistage production systems

This paper assesses the distributional consequences of technical changes that improve the efficiency of land and of other inputs in a multifactor crop‐production system. We introduced an equilibrium displacement model (EDM) by using the specification of a factor‐augmenting approach. Given the uncertainty about the EDM parameters, a Monte Carlo simulation is used to produce a distribution of possible return measures. We found that land suppliers (likely farmers) receive a larger share (73%) of total benefits from the adoption of land‐technical change than they do from the adoption of other input technologies. Each input supplier receives a larger share of total benefits from technical change in her own input. However, this result is sensitive to the value of the parameters, especially the value of the elasticity of substitution. We applied the EDM to the case of no‐tillage (NT) to provide insight into how the aggregate return from the adoption of NT was distributed among different groups on the Canadian Prairies. The results of this study can be used by policymakers and funding agencies in order to influence landowners and farming communities to adopt environmentally sound land technologies to achieve both greater agricultural productivity and sustainability.     

Development of agriculture in Ethiopia since the 1975 land reform

A stated objective of the Ethiopian Government since it came to power in 1975 has been to increase the production of crops for both domestic consumption and export. Consequently, a number of plans and programs have been proposed and implemented to bring about such development in Ethiopian agriculture. This paper mainly focuses 011 a macro review of the general course of Ethiopian agricultural development since the land reform of 1975. The food production in Ethiopia has lagged behind the population growth as evidenced by the gap between the growth rates of population (3%) and food production (1.8%) over the period from 1970 to 1983. Recently, this situation has, perhaps, further deteriorated. Seventy-one percent of the total land mass is estimated to be suitable for agriculture, but only about 19% is cultivated. This suggests an underutilisation of land. Moreover, Ethiopia has a persistent subsistence production problem in agriculture. Agricultural research and education which are essential to development have not been given due attention by the policy makers. As a result, the agricultural technologies used by farmers have changed little in this century. Moreover, small-scale farmers, although still the most potent economic force in the country, have not been given the incentives necessary to expand production, and currently receive less than adequate support from the central government. Some 85%, 50%, and 79% of total agricultural credit, fertiliser and improved seeds respectively go directly to socialist enterprises (state farms and producers' cooperatives) which, up to 1985, have jointly accounted for only 5% of the total cultivated land and 4% of the national crop production. The favouring of large-scale and capital-intensive state-owned farming enterprises with credit, subsidies, and fiscal incentives, while neglecting smallholders, has contributed to the stagnation of agricultural production in Ethiopia. Overall, the analysis indicates that there has been no significant development of agriculture in Ethiopia following the 1975 land reform.     

基于碳足迹的设施蔬菜生产环境效率及其分解

[目的]将碳排放纳入生产效率框架来评价设施蔬菜生产效率与资源环境之间的协调关系,对于蔬菜生产的可持续发展具有重要意义。[方法]从碳足迹视角对设施蔬菜生产的环境效率进行评价分析。基于2011—2016年21个设施蔬菜生产省(区)的面板数据,采用SBM模型和Malmquist生产率指数,对主产区蔬菜生产环境效率进行测算和分解。在此基础上,构建环境效率—生产率矩阵对地区低碳化发展潜力进行了评价。[结果]不同蔬菜主产区环境效率存在差异,整体呈现为先升后降的倒U型变动趋势;设施蔬菜生产环境效率损失主要来源于种子、机械排灌等投入冗余以及碳排放过量;蔬菜生产中,技术"退步"是导致环境全要素生产率下降的主要原因,技术效率的提高促进了环境全要素生产率的增长,但未能抵消因技术进步"恶化"所带来的负效应。[结论]第一、二主产区设施蔬菜低碳化转型速度减缓,其他产区低碳化发展处于低迷状态,因此注重低碳生产技术的创新,加强技术推广,发挥技术进步和技术效率提升的协同效应,对加快建设资源节约和环境友好型农业至关重要。     

Simultaneous Estimation of Cost and Distance Function Share Equations

The study considers the simultaneous estimation of share equations using cost and distance functions. Simultaneous rather than single system estimation utilizes full as opposed to limited information. Econometric results exploit the nonstationary nature of the data and that variables are cointegrated. Under cointegration all variables are endogenous and so it is not necessary to undertake the somewhat ad hoc exercise of choosing instruments to achieve parameter consistency. Johansen's maximum likelihood estimator is applied to data from Central Canada and Western Canada (1935–2006). Symmetry and homogeneity restrictions are not rejected for either region. Monotonicity held for all data points and concavity held at 92% of the data points. Long‐run constant returns and Hicks neutral technological change are rejected for both regions. Morishima elasticity estimates coming from the cost function in Western Canada indicate highly elastic long‐run substitution between the land/fertilizer input pair and mildly elastic long‐run substitution between land and both machinery and labor. In contrast, substitution for land and other inputs is inelastic for the land/machinery pair and the land/labor pair, with only the land/fertilizer pair being mildly elastic. The results indicate the limiting nature of land as a fundamental constraint on long‐term agricultural production is a real possibility in Central Canada because other inputs are inelastic, or at best only mildly elastic, substitutes for land. In Western Canada, fertilizer is the only factor that is highly substitutable for land and, therefore, could mitigate the limiting nature of land in that region. However, given that fertilizer applications are often considered to be environmentally unfriendly, the long‐run substitution of fertilizer for land as a fundamental mitigating factor to land scarcity in Western Canada is at a cost to the environment.     

Intensification of cocoa agroforestry systems as a REDD+ strategy in Cameroon: hurdles,motivations, and challenges

Tree planting and the use of inputs within cocoa agroforestry systems are key intensification pathways for enhancing the contribution of these systems to REDD+. However, scholarship on the hurdles, motivations, and challenges pertaining to intensification of these systems remains surprisingly scanty. A questionnaire addressing these knowledge gaps was administered to 461 cocoa farmers randomly selected from 10 communities in the South Region of Cameroon. The lack of technical support was identified as one of the main obstacles to tree planting and the use of inputs. The least motivating factor behind tree planting and the use of inputs was inadequate technical assistance. Limited access to credit facilities was observed as of the most important challenges to tree planting and the use of inputs. Addressing the various hurdles and challenges and promoting the least motivation factor through proper incentive mechanisms could advance REDD+ since intensification pathways within these systems increase agricultural productivity thereby enabling farmers to stay on the same land. This results in less forest being cleared and allows for the recovery of forests degaraded for the creation of these systems. In closing, we proffer incentive mechansims for promoting intensification pathways within these cocoa agroforestry systems.