Differentials in technical efficiency among smallholder cassava farmers in Central Madagascar: A Cobb Douglas stochastic frontier production approach

This study employed the Cobb–Douglas stochastic frontier production function to measure the level of technical efficiency among smallholder cassava farmers in Central Madagascar. A multi-stage random sampling technique was used to select 180 cassava farmers in the region and from this sample, input–...

Full description

Bibliographic Details
Main Authors: B.C. Okoye, A. Abass, B. Bachwenkizi, G. Asumugha, B. Alenkhe, R. Ranaivoson, R. Randrianarivelo, N. Rabemanantsoa, I. Ralimanana
Format: Article
Language:English
Published: Taylor & Francis Group 2016-12-01
Series:Cogent Economics & Finance
Subjects:
Online Access:http://dx.doi.org/10.1080/23322039.2016.1143345
id doaj-e09b9c046c144e1ca50c8e892b21c549
record_format Article
spelling doaj-e09b9c046c144e1ca50c8e892b21c5492021-02-18T13:53:22ZengTaylor & Francis GroupCogent Economics & Finance2332-20392016-12-014110.1080/23322039.2016.11433451143345Differentials in technical efficiency among smallholder cassava farmers in Central Madagascar: A Cobb Douglas stochastic frontier production approachB.C. Okoye0A. Abass1B. Bachwenkizi2G. Asumugha3B. Alenkhe4R. Ranaivoson5R. Randrianarivelo6N. Rabemanantsoa7I. Ralimanana8National Root Crops Research InstituteInternational Institute of Tropical Agriculture (IITA)International Institute of Tropical Agriculture (IITA)National Root Crops Research InstituteInternational Institute of Tropical Agriculture (IITA)Centre National d Recherche Appliquee au Developpement Rural (FOFIFA)Centre National d Recherche Appliquee au Developpement Rural (FOFIFA)Centre National d Recherche Appliquee au Developpement Rural (FOFIFA)Centre National d Recherche Appliquee au Developpement Rural (FOFIFA)This study employed the Cobb–Douglas stochastic frontier production function to measure the level of technical efficiency among smallholder cassava farmers in Central Madagascar. A multi-stage random sampling technique was used to select 180 cassava farmers in the region and from this sample, input–output data were obtained using the cost route approach. The parameters of the stochastic frontier production function were estimated using the maximum likelihood method. The results of the analysis showed that individual farm-level technical efficiency was about 79%. The study found education, gender and age to be indirectly and significantly related to technical efficiency at a 1% level of probability, and to household size at a 5% level. The coefficient for occupational status was positive and highly significant at a 1% level. The results show that the study’s cassava farmers are not fully technically efficient, showing a mean score of .79%, and suggesting that opportunities still exist for increasing efficiency among the farmers. There is a need, therefore, to ensure that these farmers have access to the appropriate inputs, especially land and capital. The results also call for land reform policies to be introduced, aimed at making more land available, especially to the younger and full-time female farmers.http://dx.doi.org/10.1080/23322039.2016.1143345technical efficiencycassavamadagascar
collection DOAJ
language English
format Article
sources DOAJ
author B.C. Okoye
A. Abass
B. Bachwenkizi
G. Asumugha
B. Alenkhe
R. Ranaivoson
R. Randrianarivelo
N. Rabemanantsoa
I. Ralimanana
spellingShingle B.C. Okoye
A. Abass
B. Bachwenkizi
G. Asumugha
B. Alenkhe
R. Ranaivoson
R. Randrianarivelo
N. Rabemanantsoa
I. Ralimanana
Differentials in technical efficiency among smallholder cassava farmers in Central Madagascar: A Cobb Douglas stochastic frontier production approach
Cogent Economics & Finance
technical efficiency
cassava
madagascar
author_facet B.C. Okoye
A. Abass
B. Bachwenkizi
G. Asumugha
B. Alenkhe
R. Ranaivoson
R. Randrianarivelo
N. Rabemanantsoa
I. Ralimanana
author_sort B.C. Okoye
title Differentials in technical efficiency among smallholder cassava farmers in Central Madagascar: A Cobb Douglas stochastic frontier production approach
title_short Differentials in technical efficiency among smallholder cassava farmers in Central Madagascar: A Cobb Douglas stochastic frontier production approach
title_full Differentials in technical efficiency among smallholder cassava farmers in Central Madagascar: A Cobb Douglas stochastic frontier production approach
title_fullStr Differentials in technical efficiency among smallholder cassava farmers in Central Madagascar: A Cobb Douglas stochastic frontier production approach
title_full_unstemmed Differentials in technical efficiency among smallholder cassava farmers in Central Madagascar: A Cobb Douglas stochastic frontier production approach
title_sort differentials in technical efficiency among smallholder cassava farmers in central madagascar: a cobb douglas stochastic frontier production approach
publisher Taylor & Francis Group
series Cogent Economics & Finance
issn 2332-2039
publishDate 2016-12-01
description This study employed the Cobb–Douglas stochastic frontier production function to measure the level of technical efficiency among smallholder cassava farmers in Central Madagascar. A multi-stage random sampling technique was used to select 180 cassava farmers in the region and from this sample, input–output data were obtained using the cost route approach. The parameters of the stochastic frontier production function were estimated using the maximum likelihood method. The results of the analysis showed that individual farm-level technical efficiency was about 79%. The study found education, gender and age to be indirectly and significantly related to technical efficiency at a 1% level of probability, and to household size at a 5% level. The coefficient for occupational status was positive and highly significant at a 1% level. The results show that the study’s cassava farmers are not fully technically efficient, showing a mean score of .79%, and suggesting that opportunities still exist for increasing efficiency among the farmers. There is a need, therefore, to ensure that these farmers have access to the appropriate inputs, especially land and capital. The results also call for land reform policies to be introduced, aimed at making more land available, especially to the younger and full-time female farmers.
topic technical efficiency
cassava
madagascar
url http://dx.doi.org/10.1080/23322039.2016.1143345
work_keys_str_mv AT bcokoye differentialsintechnicalefficiencyamongsmallholdercassavafarmersincentralmadagascaracobbdouglasstochasticfrontierproductionapproach
AT aabass differentialsintechnicalefficiencyamongsmallholdercassavafarmersincentralmadagascaracobbdouglasstochasticfrontierproductionapproach
AT bbachwenkizi differentialsintechnicalefficiencyamongsmallholdercassavafarmersincentralmadagascaracobbdouglasstochasticfrontierproductionapproach
AT gasumugha differentialsintechnicalefficiencyamongsmallholdercassavafarmersincentralmadagascaracobbdouglasstochasticfrontierproductionapproach
AT balenkhe differentialsintechnicalefficiencyamongsmallholdercassavafarmersincentralmadagascaracobbdouglasstochasticfrontierproductionapproach
AT rranaivoson differentialsintechnicalefficiencyamongsmallholdercassavafarmersincentralmadagascaracobbdouglasstochasticfrontierproductionapproach
AT rrandrianarivelo differentialsintechnicalefficiencyamongsmallholdercassavafarmersincentralmadagascaracobbdouglasstochasticfrontierproductionapproach
AT nrabemanantsoa differentialsintechnicalefficiencyamongsmallholdercassavafarmersincentralmadagascaracobbdouglasstochasticfrontierproductionapproach
AT iralimanana differentialsintechnicalefficiencyamongsmallholdercassavafarmersincentralmadagascaracobbdouglasstochasticfrontierproductionapproach
_version_ 1724262917236326400