MECHANIZATION AND AGRICULTURAL TECHNOLOGY EVOLUTION, AGRICULTURAL INTENSIFICATION IN SUB-SAHARAN AFRICA: TYPOLOGY OF AGRICULTURAL MECHANIZATION IN NIGERIA

被引:65
作者
Takeshima, Hiroyuki [1 ]
Nin-Pratt, Alejandro [1 ]
Diao, Xinshen [1 ]
机构
[1] Int Food Policy Res Inst, Dev Strategy & Governance Div, Washington, DC USA
关键词
CLUSTER-ANALYSIS;
D O I
10.1093/ajae/aat045
中图分类号
F3 [农业经济];
学科分类号
0202 ; 020205 ; 1203 ;
摘要
Mechanization policy for many SSA (Sub-Saharan African) countries such as Nigeria is studied. Various typologies of agricultural or rural households have been studied using cluster analysis method. Hierarchical partitions with k-means partitions were studied because by combining two partition methods, clustering accuracy can be significantly improved. The Living Standard Measurement Survey-Integrated Survey on Agriculture (LSMS) 2010 data, supplemented with secondary data was implemented. Tractor use in the North seems to be increasing, albeit slowly, across various farm household types; while in the South, it is highly concentrated among largescale rice producers. When mechanized land preparation becomes even cheaper at μ=100, which is closer to the current service, the farmer concentrates on relatively more profitable yam production by increasing cultivated area from 0.59 to 0.98 ha, while reducing the area cultivated for less profitable crops from 0.88.
引用
收藏
页码:1230 / 1236
页数:7
相关论文
共 17 条
[1]   Seeking guidelines for poverty reduction in rural Zambia [J].
Alwang, J ;
Siegel, PB ;
Jorgensen, SL .
WORLD DEVELOPMENT, 1996, 24 (11) :1711-1723
[2]  
[Anonymous], RIV AFR
[3]  
[Anonymous], 2001, FARMING SYSTEMS POVE, DOI DOI 10.1002/ps.2259
[4]   Markets and pro-poor agricultural growth: insights from livelihood and informal rural economy models in Malawi [J].
Dorward, Andrew .
AGRICULTURAL ECONOMICS, 2006, 35 (02) :157-169
[5]  
Food and Agriculture Organization, 2012, COUNTR PAST PROF NIG
[6]   Cluster analysis and mathematical programming [J].
Hansen, P ;
Jaumard, B .
MATHEMATICAL PROGRAMMING, 1997, 79 (1-3) :191-215
[7]  
Harvest Choice, 2012, AV TRAV TIM NEAR TOW
[8]   Exploring Statistical Approaches to Diminish Subjectivity of Cluster Analysis to Derive Dietary Patterns The Tomorrow Project [J].
Lo Siou, Geraldine ;
Yasui, Yutaka ;
Csizmadi, Ilona ;
McGregor, S. Elizabeth ;
Robson, Paula J. .
AMERICAN JOURNAL OF EPIDEMIOLOGY, 2011, 173 (08) :956-967
[9]  
Nachtergaele F., 2012, Harmonized world soil database
[10]  
Ngeleza G.K., 2011, 01074 IFPRI