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This document reviews the economic efficiency of maize production in Ethiopia. It discusses concepts of production efficiency, including technical, allocative and economic efficiency. The objectives are to review levels of efficiency among smallholder maize farmers in Ethiopia and identify factors affecting economic efficiency, such as education, land fragmentation, livestock ownership, extension services, soil fertility, and access to credit. The review finds variability in efficiency levels among maize farms and that many farmers face inefficiency problems. Improving efficiency could help increase productivity and food security in Ethiopia.

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0% found this document useful (0 votes)
47 views7 pages

May Be

This document reviews the economic efficiency of maize production in Ethiopia. It discusses concepts of production efficiency, including technical, allocative and economic efficiency. The objectives are to review levels of efficiency among smallholder maize farmers in Ethiopia and identify factors affecting economic efficiency, such as education, land fragmentation, livestock ownership, extension services, soil fertility, and access to credit. The review finds variability in efficiency levels among maize farms and that many farmers face inefficiency problems. Improving efficiency could help increase productivity and food security in Ethiopia.

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Food Science and Quality Management www.iiste.

org
ISSN 2224-6088 (Paper) ISSN 2225-0557 (Online) DOI: 10.7176/FSQM
Vol.84, 2019

Review on Economic Efficiency of Maize Production in Ethiopia


Teka Etefa Firisa
Department of Agricultural Economics, Gambella University, Ethiopia

Abstract
Despite the fact that, agriculture remains to be the most significant sector of the Ethiopian economy, its
performance has been disappointing and food production has been lagging behind population growth. Although
increasing population pressure and low levels of agricultural productivity have aggravated the food insecurity
situation by widening the gap between the demand for and supply of food in the country. This gap can be decreased
by improving productivity either through the introduction of modern technologies or improving the efficiency of
crop production. However, as the possibility to enhance production by bringing more resources into use became
more and more limited, the efficiency with which the farmers use available resources has received the greatest
attention. Since maize is a significant contributor to the Ethiopian economy, escalating productivity and efficiency
of maize production could be taken as an important step in achieving food security. This review was aimed at
assessing the levels of technical, allocative and economic efficiencies of smallholder maize producers; and to
identify factors affecting the efficiency of smallholder farmers in maize production in Ethiopia. In these review
factors like education, land fragmentation, livestock ownership, a frequency of extension contact, soil fertility,
off/non-farm activities, sex, land owned, credit utilization and perception on agricultural policy are identified as
the key determinants of the economic efficiency of maize production in Ethiopia. The frequency distribution of
technical, allocative and economic efficiency levels was not fairly distributed. The maize farms were being
operated in a different level of efficiency. This implies that a large number of maize farmers in Ethiopia faced
inefficiency problems.
Keywords: Maize, Economic efficiency, Determinants, Ethiopia
DOI: 10.7176/FSQM/84-04

1. Introduction
1.1 Background of the Review
Maize (Zea mays L.) is the most widely distributed cereal crop in the world. It is one of the three leading global
cereals in terms of production, with 1,016 million metric tons produced on 184 million hectares globally and the
first most important crops at a global and local level followed by rice and wheat (Shiferaw et al., 2011, Njeru,
2010, FAOSTAT, 2013). The maize agri-food systems CRP focuses on (sub-) tropical maize in the low and
middle-income countries that provide 64% of total maize production and where maize plays a key role in the food
security and livelihoods of millions of poor farmers (Wongnaa, 2016).
Maize is produced across temperate and tropical zones and spanning all continents. It was domesticated from
teosinte in Mexico some 7,000 to 10,000 years ago and rapidly extends through the Americas. It spread to the rest
of the world in the 16th through 18th centuries. World- wide more than 400 million people, primarily in sub-Saharan
Africa and Central America, maize is used as a staple food (Abdulai et al., 2018). It is comparable to that of rice
or wheat in Asia, with consumption rates being the highest in ESA (Ntabakirabose, 2017; Wongnaa, 2016). Maize
accounts for almost half of the calories and protein consumed in ESA and one-fifth of the calories and protein
consumed in West Africa. With its multiple uses; maize is the world’s most multi-purpose crop. Aside from its
staple food use, it makes a significant contribution to animal feed (especially poultry) as well as bio-fuel and
industrial uses (Ntabakirabose, 2017; Wongnaa, 2016).
Maize, together with rice and wheat, dominate human diets (Ignaciuk and Mason-D’Croz, 2014) and provide
at least 30% of the food calories of more than 4.5 billion people in 94 developing countries. Maize alone contributes
over 20% of total calories in human diets in 21 low-income countries and over 30% in 12 countries that are home
to a total of more than 310 million people. Of the 22 countries in the world where maize forms the highest
percentage of calorie intake in the national diet, 16 are in Africa (Nuss and Tanumihardjo, 2011).
In developed countries, 70% of maize is destined for feed, 3% consumed directly by humans and the
remaining 27% uses for bio-fuels, industrial products, and seed. While in Sub-Saharan Africa, 77% of maize is
using as food and only 12% serves as feed (Inuwa, 2018). Ethiopia is one of the largest grain producing countries
in Africa. Though Ethiopia is a net importer of grain, it is the largest maize producer in sub-Saharan Africa. In
Ethiopia, cereals are the major food crops both in terms of area coverage and volume of production (Haile et al.,
2018).
The major cereal crops grown in Ethiopia are teff, wheat, barley, maize, sorghum and millet (Geda, 2014).
Maize is one of the major five staple cereal crops in Ethiopia. Among crops grown in Ethiopia, maize is the most
important cereal crop in terms of total production, area coverage and better availability and utilization of new
production technologies (CSA, 2014). It is the highly demanded food crop in the South -western part of Ethiopia.

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ISSN 2224-6088 (Paper) ISSN 2225-0557 (Online) DOI: 10.7176/FSQM
Vol.84, 2019

High productivity and efficiency in maize production is critical to improve food security, reduce the level of
poverty and achieve or maintain agricultural growth (Inuwa, 2018).
Numerous physiological, agronomic, socio-economic and managerial factors are accountable for low maize
yields in Ethiopia. Poor management is more conspicuous of all the factors which decrease the productivity of
smallholder maize producers (Teshome, 2005). Since managerial skill and access to resources vary from region to
region, productivity also varies widely across the farming regions. Such low productivity and variation in
production lead to increasing poverty and food insecurity of rural poor farm households in Ethiopia.
Agricultural production and productivity can be improved through increased use of input or enhancement in
technology given some level of input/resource. The other technique of improving productivity is to enhance the
efficiency of producers. In countries like Ethiopia, it is advisable to benefit from increased productivity through
improving efficiency in the use of input/resource available. Therefore, assessing the factors responsible for low
production and productivity of smallholder cereal crop producers in general and maize production, in particular,
has dominant importance in Ethiopia.

1.2 Objectives of the Review


The general objective of this review is to assess the economic efficiency of maize Production in Ethiopia.
The specific objectives of the review were:
To review the level of technical, allocative and economic efficiency of maize producing smallholder
farmers in Ethiopia
To review determinants of economic efficiency of maize producing farmers in Ethiopia.

2. DISCUSSIONS
2.1 Concepts and Definitions of Production Efficiency
Decision makers are increasingly faced with the challenges regarding reconciliation of the growing demand for
agricultural output and low agricultural production in developing countries. This made them to modify
development policies and strategies so that limited economic resources (land, labor, and capital) are used to
produce greater output. Despite the fact that, efficiency is a significant factor for all developing countries where
agriculture is the main stay of their people through its contribution is high in agricultural production stability
(Bekele, 2013).
The first theoretical framework for different types of efficiency definitions and types of firms’ performance
analysis was introduced by the famous scholar Farrell in 1957. Farrell had extended the earlier novel works of
Koopmans (1951) and Debreu (1951), who laid the foundation by introducing the concept of efficiency and the
way firms’ performance could be measured at the firm level in considering the input-output relationship. Efficiency
in production refers to scarce resources being used in an optimal fashion (Haji, 2008). In production economics,
efficiency can be understood in terms of a firm’s ability to convert inputs into outputs and respond optimally to
economic signals or prices (Essa, 2011). It is the act of achieving good result with little waste of effort.
The efficiency of a firm is its ability to produce the greatest amount of output possible from a fixed amount
of inputs (Ahmed, 2013). It is the act of harnessing materials and human resources and coordinating these resources
to achieve better management goal. The question of efficiency in resource allocation in traditional agriculture is
crucial. It is widely held that efficiency is at the center of agricultural production. This is because the scope of
agricultural production can be expanded and sustained by farmers through efficient use of resources (Ali, 1996;
Udoh, 2000; Hailu et al., 2005). For these reasons, efficiency has remained an important subject of empirical
investigation particularly in developing economies where majority of the farmers are resource-poor (Umoh, 2006;
Essa, 2011).
The crucial role of efficiency in increasing agricultural output has been widely recognized by researchers (for
example, Hailu et al., 2005; Ozkan et al., 2009; Ghorbani et al., 2009 among others) and policy makers alike.
Because, efficiency of a farm is an indicator to its success in producing as large amount of output as possible given
a set of inputs. Moreover, for determination of efficiency of a particular firm, there is a need for efficiency
measurement through the production factor inputs and processes (Omonona et al., 2010). It is impossible to get
identical yields with utilization of completely equal amount and quality of inputs (Essa, 2011).
There are discrepancies in the amount and values of inputs and outputs as well as profit ratios of producers
(Kumbhakar and Tsionas, 2006). These discrepancies in productive efficiency of producers mainly stem from
differences in technical qualifications and unfavorable exploitation of resources. The evaluation of success of the
enterprise in terms of effective use of inputs which includes land, labor, seeds, chemicals, water and energy and
maintenance of a thorough cost structure lies in the efficiency analysis of the process (Ozkan et al., 2009).
According to Farrell (1957), there are three types of efficiency: Those are allocative (price) efficiency,
technical (physical) efficiency and economic (overall) efficiencies. The first type of efficiency is an allocative
efficiency (AE), which refers to the capacity of the firm to use a set of inputs in optimal proportion with the given
price and level of technology or it could be alternatively interpreted as the ability of a firm to produce a given level

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Food Science and Quality Management www.iiste.org
ISSN 2224-6088 (Paper) ISSN 2225-0557 (Online) DOI: 10.7176/FSQM
Vol.84, 2019

of output using cost minimizing input ratios. In welfare economics, allocative efficiency is generally considered
as the benefit of the society (Palmer and Torgerson 1999).
The second type of efficiency is technical efficiency (TE), which can be defined as the performance of the
given firm to obtain maximum output from a given combination of input used with the given level of technology
(Farrell,1957). The given firm is technically efficient, when the combination of inputs or resources give rise to
the utmost possible outcome and has no space for further enhancement of the output of the firm. Furthermore, it
can be expressed as the physical relationship between inputs or resources and the final outcome or output. In a
circumstance where the firm produced the same amount of output or larger than the previous production level
while decreasing the use of at least one of the input in the production process, roughly indicates the existence of
inefficiency in the production process.
The third type of efficiency is economic (production) efficiency, which is overall performance measure and
is equal to the product of Technical Efficiency (TE) and Allocative Efficiency (AE) ( i.e. EE=TE X AE). Therefore
technical and allocative efficiency are components of economic efficiency (Abdulai and Huffman, 2000; Ahmed,
2013).
An economically efficient input-output combination would be on both the frontier function and the expansion
path. On the other hand, economic efficiency (EE) refers to the appropriate alternative of inputs and outputs
combination according to their price relation or the ability of the firm to maximize profit by equating marginal
revenue product of inputs to their respective marginal costs. According to Farrell, 1957, if a farm has attained both
technically and allocatively efficient levels of production, it is economically efficient and new investment streams
may be critical for any new development.
Productivity enhancement can be reached due to the improved technical, allocative and economic efficiency,
technological progress or changes in the scale of production (Coelli, 1995). Efficiency, which is a central issue in
production economics, is helping as a guide for allocation of resources (Farrell, 1957). In developing countries
like Ethiopia, the best option for productivity improvement is increasing the efficiency of producers.

2.2 Overview of Cobb- Douglas Production function and efficiency


Estimation of efficiency and production functions is one of the most popular areas of research. Production is the
process through which some goods and services called inputs are transformed into other goods called products or
output. Production function is a systematic and mathematical expression of the relationship among various
quantities of inputs or input services used in the production of a commodity and the corresponding quantities of
output (Abebe, 2014). In particular, it shows the maximum level of output the firm can produce combining the
existing inputs (Besanko and Braeutigam, 2005). A particular production function can be specified as: =
: ,
The level of output can be enhanced in many ways. Firstly, by expanding the level of inputs used in production.
This approach is called “horizontal expansion”. However, increasing use of inputs is possible if either the price of
output increase or the price of inputs decreases. Secondly, output can be increased by enhancing efficiency in
production (Abebe, 2014). This approach is termed as “improvement approach” and requires the improvement of
socio-economic, institutional and environmental constraints to enhance production using the existing inputs.
Thirdly, output can be also increased by improving the technology in production. This includes use of improved
techniques of production, improved seeds, modern fertilizer and chemicals. This approach is termed the
“transformation approach” (Alene, 2003).
The theory explains the factors of production; resources/inputs are what are used in the production process to
produce output that is, finished goods and services. The amounts of the various inputs used determine the quantity
of output according to a relationship called the “production function”. The basic resources or factors of production
are land, labor, and capital. These factors are also frequently labeled "producer goods" to distinguish them from
the goods or services purchased by consumers, which are frequently labeled as "consumer goods." All three of
these are required in combination at a time to produce a commodity. The essence of a firm is to buy inputs, convert
them to outputs, and sell these outputs to consumers and the firm owners seek to improve their positions by
producing goods and service either those they consider most important for themselves or those that can be sold to
command the goods they consider most important (Thomas and Maurice, 2013).
Cobb–Douglas production function is a particular functional form of the production function, widely used to
represent the technological relationship between the amounts of two or more inputs, particularly physical capital
and labor, and the amount of output that can be produced by those inputs. The term has a more restricted meaning,
requiring that the function display constant returns to scale in which case = 1 − . In its most standard form for
production of a single good with two factors, the function is: =

2.3 Efficiencies Level of Maize Production in Ethiopia


Ahmed (2013) conducted study on economic efficiency of smallholder farmers in maize production. The estimated
results showed that the mean level of technical, allocative and economic efficiencies was 84.87%, 37.47% and

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Food Science and Quality Management www.iiste.org
ISSN 2224-6088 (Paper) ISSN 2225-0557 (Online) DOI: 10.7176/FSQM
Vol.84, 2019

31.62% respectively which indicates the significant inefficiency in maize production in the study area.
Bealu et al. (2013) conducted study to determine the levels of economic efficiency of smallholder maize
producers and to link the observed efficiency levels to farmers’ socioeconomic and institutional characteristics.
The mean technical and allocative efficiencies were 72 and 70 percent, respectively while the mean economic
efficiency was 53 percent.
The study results of Debebe et al. (2015), showed that the mean technical, allocative and economic efficiency
score was found to be 62.3, 57.1 and 39%, respectively, indicating a substantial level of inefficiency in maize
production.
The study conducted by Mustefa et al. (2017), on Economic efficiency of maize production showed that the
mean technical, allocative and economic efficiencies were 81.78%, 37.45% and 30.62% respectively. It indicated
that there was significant inefficiency in maize production.
Kifle et al. (2017) shows that the mean levels of technical, allocative and economic efficiencies were 82.93%,
66.03% and 54%, respectively. This mean level of technical and allocative efficiencies implies that there exists
possibility to increase production by 17.07% without using extra inputs and decrease cost of inputs by 33.97%,
respectively. The result revealed high inefficiency among maize producers.
In general, the level of technical, allocative and economic efficiencies was not the same in Ethiopia. Since,
factors like demographic, socioeconomic and weather condition in the country were different from place to place.
A critical factor in one place at a certain time may not necessarily be a significant factor in other places even in
the same place after some time.

2.4 Determinants of Economic efficiency of Maize Production


The focus of this review is to provide an empirical evidence of the determinants of productivity
variability or inefficiency gaps among smallholder maize farmers in Ethiopia. Having knowledge that farmers are
economically inefficient might not be useful unless the sources of the inefficiency are identified. There are different
factors which affect the economic efficiency of smallholder maize production in Ethiopia. However, those factors
are not equally important and similar in all places at all times. A critical factor in one place at a certain time may
not necessarily be a significant factor in other places even in the same place after some time. The most important
constraints identified with deferent researches are the following:
According to Ahmed (2013), education was found to significantly determine allocative and economic
efficiencies of farmers positively while frequency of extension contact had positive relationship with technical
efficiency and it was negatively related to both allocative and economic efficiencies. Credit was also found to
significantly influence technical and economic efficiencies positively and distance to market significantly affects
technical efficiency negatively. The model output also indicated that soil fertility was among significant variables
in determining technical efficiency of farmers. The result indicated that there is a room to increase the efficiency
of maize producers.
According to Bealu et al. (2013), economic efficiency was positively and significantly affected by education,
trainings, membership to cooperatives union, utilization of credit, and family size. Whereas variables such as age,
distance to extension center, distance to market, livestock and off-farm income affected it negatively.
Debebe et al. (2015) indicated a substantial level of inefficiency in maize production. The result depicted that
a number of family size, level of education, extension service, cooperative membership, farm size, livestock
holding and use of mobile are important factors that affected technical, allocative and economic efficiency.
The study conducted by Mustefa et al. (2017), indicated that education level of the sample household was the
most important factor that found to be statistically significant to affect the level of technical, allocative and
economic efficiency all together. Whereas, land fragmentation and soil fertility were the major factors that affect
the level of technical efficiency. Besides, land fragmentation, livestock ownership and frequency of extension
contact were important factors that affect allocative efficiency of farmers. The results also further revealed that
extension contact was the most important factors that found to be statistically significant to affect economic
efficiency.
According to Kifle et al. (2017), age, off/non-farm activities, sex, amount of land owned and perception on
agricultural policy had a significant effect on technical efficiency. Education, frequency of extension visit,
perception on agricultural policy and livestock holding had significant effect on allocative efficiency while age,
off/non-farm activities, sex, land owned, credit utilized and perception on agricultural policy had a significant
effect on economic efficiency. The result showed that there are opportunities to increase efficiency of maize
production.
Ntabakirabose (2017) indicated that improved seeds, land size, organic manure, labor and chemical fertilizer
positively and significantly influenced maize productivity. Factors such as access to credit, extension services,
work experience in maize production and family income were found to be statistically significant influence of the
technical efficiency in the study area. However, household head age and distance to market showed a negative and
significant effect on technical, allocative and economic efficiency of the maize farms.

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The study conducted by Ahmed et al. (2018), indicated that there is the potential to improve economic
efficiency of maize production. This potential was relies more on allocative efficiency compared with technical
efficiency. The study identified socio-economic and institutional factors are the factors that determine technical
efficiency of smallholder farmers.

3. Conclusions and Recommendations


Agricultural sector of Ethiopia is characterized by its poor performance, while the population of the country, which
to a large extent depends on agriculture, is growing at a faster rate. This necessitates looking for means to increase
the productivity of smallholder farmers either by introducing new technologies or improving their efficiency levels.
Cereal crop production is the means of livelihood for millions of households in Ethiopia and is the single
largest sub-sector within Ethiopia’s agriculture, far exceeding all others in terms of its share in rural employment,
agricultural land use, calorie intake, and contribution to national income. In Ethiopia Maize is an important crop
for food security as a source of both food and income. Hence, due emphasis should be given required to enhance
productivity through improvement of efficiency of resource usage in maize production. The main objective of this
review is to assess the level of economic efficiency of smallholder maize producers and its determinants in Ethiopia.
The increase in the gap between population size and agricultural production requires due attention in
addressing food insecurity and rural poverty in Ethiopia. Low uses of improved inputs coupled with loss of soil
fertility are leading to decrease in agricultural production. Ethiopian government initiated agricultural extension
programs, improved seed, and fertilizer application to improve maize productivity of smallholder farmers.
Efficient production is the basis for achieving the overall food security and poverty reduction objectives
particularly in major food crops producing potential areas of the country. However, farmers are discouraged to
produce more because of inefficient agricultural systems and differences in efficiency of production. Generally,
this review shows that there is wide variability in the efficiency level of farmers, and the majority of the farmers’
attained efficiency levels of more than the average efficiency level. On the other hand, there are more farmers
operating at lower efficiency level in Ethiopia.
Therefore, the results of this review give information to policy makers on how to improve the technical,
allocative, and economic efficiency of smallholder farmers and optimal use of inputs/resources in production of
maize in Ethiopia. The following recommendations have been drawn based on the review.
Review revealed that considerable variability in all efficiencies. Therefore less efficient farmers increase
their efficiency level by adopting the practices of relatively efficient farmers in their area.
It is important to give due attention for farmers education through establishing and strengthening informal
education and short term trainings by using the available human and infrastructural facilities like
extension agents and Farmers Training Centers (FTCs).
Encouraging farmers to conserve the soil fertility improvement actions by reducing the risks and keeping
their land fertile.
Suitable and sufficient extension services should be provided for the farmers to increase their efficiencies.
This could be done through appropriate ability building program to train additional development agents
and to provide refreshment training for development agents.
Financing timely and enough use of inputs through additional income generated by off/non-farm are
critical. Therefore, strategies that enhance the ease use of off/non-farm employment opportunities would
help to increase the timely and appropriate use of inputs for better efficiency in maize production.
Initiate and support gender-sensitive agricultural intervention to improve female headed farm inefficiency.
Policy initiatives that improve the livestock holding of farmers through improved livestock breeds, forage
and nutrition and health services have to be put in place.

References
Abdulai, A. and Huffman, W., 2000. Structural adjustment and economic efficiency of rice farmers in northern
Ghana. Economic Development and Cultural Change, 48(3), pp.503-520.
Abdulai, S., Nkegbe, P.K. and Donkoh, S.A., 2018.Assessing the technical efficiency production in northern
Ghana: The data envelopment analysis approach. Cogent Food & vmn Agriculture , 4(1), pp.1-14.
Abebe, G.G., 2014. Off-farm income and technical efficiency of smallholder farmers in Ethiopia.
Ahmed, M.H., 2013. Economic Efficiency of Smallholder Farmers in Maize Production: The Case of Arsi Negelle
District, Oromia National Regional State, Ethiopia (Doctoral dissertation, Haramaya University).
Ahmed, M.H., Tazeze, A., Mezgebo, A. and Andualem, E., 2018. Measuring maize production efficiency in the
eastern Ethiopia: Stochastic frontier approach. African Journal of Science, Technology, Innovation and
Development, pp.1-8.
Alene, A. D. (2003). Improved production technology and efficiency of smallholder farmers in Ethiopia: Extended
parametric and non-parametric approaches to production efficiency analysis. PhD Thesis, University of
Pretoria, South Africa.

34
Food Science and Quality Management www.iiste.org
ISSN 2224-6088 (Paper) ISSN 2225-0557 (Online) DOI: 10.7176/FSQM
Vol.84, 2019

Ali, M. (1996). Quantifying the Socio-economic Determinants of Sustainable Crop Production: AAn Application
to Wheat Cultivation in the Tarui of Nepal. J. Agric.Econ. 14: 45-60.
Bealu Tukela, Endrias Geta, and Tadesse Ababu 2013. Factors Affecting Economic Efficiency In Maize
Production: The Case of Boricha Woreda In Sidama Zone, Southern Ethiopia. 28p.
Bekele, A.R., 2013. Technical Efficiency Variation For Smallholder Irrigated Maize Producers: A Case Study of
Tibila Surface Water Irrigation Scheme (Doctoral dissertation, Mekelle University).
Besanko, D. and Braeutigam, R.R., 2005. Microeconomics. Hoboken.
Coelli T.J. 1995. Recent development in frontier modeling and efficiency measurement. Australian Journal of
Agricultural Economics, 39: pp 219-245.
CSA (Central Statistical Agency) (2014). Statistical Report on population projected figures for the year 2014,
Addis Ababa, Ethiopia.
Debebe, S., Haji, J., Goshu, D. and Edriss, A.K., 2015. Technical, allocative, and economic efficiency among
smallholder maize farmers in Southwestern Ethiopia: Parametric approach. Journal of Development and
Agricultural Economics, 7(8), pp.282-291.
Essa, C.M., 2011. Economic efficiency of smallholder major crops production in the central highlands of Ethiopia
(Doctoral dissertation).
FAOSTAT (2013) http://faostat.fao.org/
Farrell M.J. 1957. The measurement of productive efficiency. Journal of Royal Statistical Society Series A., 120:
253-290.
Geda M.B. (2014). Economic Efficiency in Barely Production: The Case of Chole District, East Arsi Zone, Oromia
National Regional State, Ethiopia (Doctoral dissertation, Haramaya University).
Geta, E., Bogale, A., Kassa, B. and Elias, E., 2013. Productivity and efficiency analysis of smallholder maize
producers in Southern Ethiopia. Journal of Human Ecology, 41(1), pp.67-75.
Ghorbani, A., Mirmahdavi, S.A. and Rahimabadi, E. (2009). Economic efficiency of Caspian Cattle Feedlot Farms.
Asian Journal of Animal Sciences 3(1): 25-32.
Haile, K., Haji, J. and Tegegne, B., 2018. Technical Efficiency of Sorghum Production: The Case of Smallholder
Farmers in Konso District, Southern Ethiopia. Journal of Agriculture and Crops, 4(5), pp.50-62.
Hailu, G., Goddard, E.W. and Jeffrey, S.R., 2005, July. Measuring efficiency in fruit and vegetable marketing co-
operatives with heterogeneous technologies in Canada. In American Agricultural Economics Association
Annual Meeting, Providence, Rhode Island.
Haji, J., 2008. Economic efficiency and marketing performance of vegetable production in the eastern and central
parts of Ethiopia (Vol. 2008, No. 17).
Ignaciuk, A., and Mason-D'Croz, D. (2014) “Modelling Adaptation to Climate Change in Agriculture”, OECD
Food, Agriculture and Fisheries Papers, No. 70, OECD Publishing.
Inuwa, M.M., 2018. Economic analysis and Resource Use Efficiency on Maize Production Under Sasakawa
Technologies In Bauchi, Nigeria.
Kibaara, B.W., 2005. Technical efficiency in Kenyan's maize production: An application of the stochastic frontier
approach (Doctoral dissertation, Colorado State University).
Kifle D. Moti J., Belaineh L. 2017. Economic efficiency of smallholder farmers in maize production in Bako Tibe
district, Ethiopia. Development Country StudiesVol.7, No.2
Kifle D. Moti J., Belaineh L. 2017. Economic efficiency of smallholder farmers in maize production in Bako Tibe
district, Ethiopia. Development Country StudiesVol.7, No.2.
Koopmans T.C. 1951. 'Analysis of Production as an Efficient Combination of Activities', Activity analysis of
production and allocation 13: 33-37.
Koopmans T.C. 1951. 'Analysis of Production as an Efficient Combination of Activities', Activity analysis of
production and allocation 13: 33-37.
Kumbhakar, S.C. and Tsionas, E.G., 2006. Estimation of stochastic frontier production functions with input-
oriented technical efficiency. Journal of Econometrics, 133(1), pp.71-96.
Maddala, G.S. 2002. Introduction to Econometrics. England: John Wiley and Sons, Lt. 3rd Edition, 379 – 380.
Mustefa .Mulugeta T. and Raja K. 2017 Economic efficiency in maize production in Ilu Ababor zone, Ethiopia.
Research Journal of Agriculture and Forestry Sciences Vol. 5(12), 1-8, December (201
Njeru, J. (2010). Factors Influencing Technical Efficiencies among Selected Wheat Farmers in UasinGishi District,
Kenya. AERC Research Paper. Retrieved from xwceoiyi.pdf
Ntabakirabose, G., 2017. An economic analysis of the factors influencing maize productivity and efficiency in
Rwanda: a case study of Gatsibo District (Doctoral dissertation).
Nuss E. T., and Tanumihardjo, S. A. (2011) “Quality Protein Maize for Africa: Closing the Protein Inadequacy
Gap in Vulnerable Populations,” Advances in Nutrition 2: 217-222.
Omonona, B.T., Egbetokun, O.A. and Akanbi, A.T., 2010. Farmers resource-use and technical efficiency in
cowpea production in Nigeria. Economic Analysis and Policy, 40(1), p.87.

35
Food Science and Quality Management www.iiste.org
ISSN 2224-6088 (Paper) ISSN 2225-0557 (Online) DOI: 10.7176/FSQM
Vol.84, 2019

Ozkan, B., Ceylan, R.F and Kizilay, H. (2009). A Review of Literature on Productive Efficiency in Agricultural
Production. Journal of Applied Sciences Research 5(7): 796-801.
Palmer S. and D.J. Torgerson. 1999. Economic Notes: Definitions of Efficiency', BMJ (Clinical research ed.)
318(7191): 1136. Policy Research Institute, Addis Ababa, Ethiopia.
Shiferaw, B., Prasanna, B.M., Hellin, J., Bänziger, M. (2011) Crops that feed the world 6. Past successes and future
challenges to the role played by maize in global food security. Food Security 3: 307-327.
Teshome, K., 2005. Technical Efficiency of Maize production: A case of smallholder farmers in Assosa Woreda.
An MSc Thesis submitted to the School of Graduate Studies, Alemaya University.
Thomas, C & Maurice, S. 2013. Managerial Economics: Foundations of Business Analysis and Strategy,667.
Udoh, E.J. (2000). Land Management Resource Use Efficiency among Farmers in South Eastern Nigeria.
Unpublished Ph.D Thesis, Department of Agricultural Economics University of Ibadan Nigeria.
Umoh, G.S., 2006. Resource use efficiency in urban farming: An application of stochastic frontier production
function. International Journal of Agriculture and Biology, 8(1), pp.38-44.
Wongnaa, C.A., 2016. Economic efficiency and productivity of maize farmers in Ghana (Doctoral dissertation).

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