Working Paper

Agriculture Production and Transport Infrastructure in East Africa : An Application of Spatial Autoregression

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collection.link.5
https://openknowledge.worldbank.org/handle/10986/9
collection.name.5
Policy Research Working Papers
dc.contributor.author
Iimi, Atsushi
dc.contributor.author
You, Liangzhi
dc.contributor.author
Wood-Sichra, Ulrike
dc.contributor.author
Humphrey, Richard Martin
dc.date.accessioned
2015-07-14T21:01:53Z
dc.date.available
2015-07-14T21:01:53Z
dc.date.issued
2015-06
dc.date.lastModified
2021-04-23T14:04:07Z
dc.description.abstract
Africa is estimated to have great potential for agricultural production, but there are a number of constraints inhibiting the development of that potential. Spatial data are increasingly important in the realization of potential as well as the associated constraints. With crop production data generated at 5-minute spatial resolution, the paper applies the spatial tobit regression model to estimate the possible impacts of improvements in transport accessibility in East Africa. It is found that rural accessibility and access to markets are important to increase agricultural production. In particular for export crops, such as coffee, tea, tobacco, and cotton, access to ports is crucial. The elasticities are estimated at 0.3–4.6. In addition, the estimation results show that spatial autocorrelation matters to the estimation results. While a random shock in a particular locality would likely affect its neighboring places, the spatial autoregressive term can be positive or negative, depending on how fragmented the current production areas are.
en
dc.identifier
http://documents.worldbank.org/curated/en/2015/06/24574272/agriculture-production-transport-infrastructure-east-africa-application-spatial-autoregression
dc.identifier.uri
http://hdl.handle.net/10986/22154
dc.language
English
dc.language.iso
en_US
dc.publisher
World Bank, Washington, DC
dc.rights
CC BY 3.0 IGO
dc.rights.holder
World Bank
dc.rights.uri
http://creativecommons.org/licenses/by/3.0/igo/
dc.subject
WOOD
dc.subject
AGRICULTURAL GROWTH
dc.subject
FERTILIZER
dc.subject
ENVIRONMENTAL PROTECTION
dc.subject
PRODUCTION
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DOMESTIC FOOD
dc.subject
CROP DISTRIBUTION
dc.subject
CROPLAND
dc.subject
AGRICULTURE SECTOR
dc.subject
AGRICULTURAL PRODUCTION
dc.subject
TRANSPORT INFRASTRUCTURE
dc.subject
INFORMATION
dc.subject
ELASTICITY
dc.subject
AGRICULTURAL LANDS
dc.subject
CASSAVA
dc.subject
FOOD POLICY
dc.subject
IFPRI
dc.subject
AGRICULTURAL ECONOMICS
dc.subject
AGRICULTURAL SYSTEM
dc.subject
TRANSPORTATION INFRASTRUCTURE
dc.subject
TRANSPORT ACCESS
dc.subject
INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE
dc.subject
FERTILIZERS
dc.subject
KNOWLEDGE
dc.subject
MAIZE
dc.subject
CLIMATIC CONDITIONS
dc.subject
ROAD
dc.subject
CROP PRODUCTION
dc.subject
CEREALS
dc.subject
COSTS
dc.subject
AGRICULTURAL COMMODITIES
dc.subject
PRODUCTION SYSTEM
dc.subject
CASH CROPS
dc.subject
ACCESSIBILITY INDICES
dc.subject
ROAD NETWORK
dc.subject
FOOD POLICY RESEARCH
dc.subject
TRANSPORT
dc.subject
POPULATION GROWTH
dc.subject
COFFEE PRODUCTION
dc.subject
SEEDS
dc.subject
PRODUCTS
dc.subject
SEED
dc.subject
RESEARCH
dc.subject
FARMING
dc.subject
FARMERS
dc.subject
RURAL ROADS
dc.subject
COCOA
dc.subject
TOBACCO
dc.subject
CROPS
dc.subject
INFRASTRUCTURE
dc.subject
ACCESS TO INFORMATION
dc.subject
LAND USE
dc.subject
PRODUCE
dc.subject
INFRASTRUCTURE INVESTMENT
dc.subject
TRANSPORT NETWORK
dc.subject
INITIATIVES
dc.subject
NATIONAL PARKS
dc.subject
TRANSPORTATION
dc.subject
TEA
dc.subject
CROP
dc.subject
AGRIBUSINESS
dc.subject
PLANTAINS
dc.subject
ECOLOGICAL ZONES
dc.subject
PRODUCTIVITY OF LAND
dc.subject
CROP PRICES
dc.subject
ELASTICITIES
dc.subject
MAIZE YIELDS
dc.subject
CLIMATE
dc.subject
ACCESSIBILITY
dc.subject
NATIONAL TRANSPORT
dc.subject
POPULATION DENSITY
dc.subject
CROPPING
dc.subject
CROP SUITABILITY
dc.subject
AGRICULTURAL SECTOR
dc.subject
COFFEE
dc.subject
AGRICULTURE
dc.subject
HORTICULTURE
dc.subject
CROP LAND
dc.subject
AGRICULTURAL LAND
dc.subject
FAO
dc.subject
RICE PRODUCTION
dc.subject
FERTILIZER APPLICATION
dc.subject
FERTILIZER USE
dc.subject
AGRICULTURAL AREAS
dc.subject
AGRICULTURAL SYSTEMS
dc.subject
RAILWAY
dc.subject
FOOD
dc.subject
ECONOMICS
dc.subject
ROAD USER
dc.subject
EXPORT CROPS
dc.subject
MANAGEMENT
dc.subject
ROADS
dc.subject
COTTON
dc.subject
WALKING
dc.subject
AGRICULTURAL PRODUCTS
dc.subject
LAND
dc.subject
FOOD CROP
dc.subject
AGRICULTURAL LABOR
dc.subject
PRODUCTION SYSTEMS
dc.subject
FARM
dc.subject
FOOD CROPS
dc.subject
RAILROADS
dc.subject
BANANAS
dc.subject
FEED
dc.subject
WHEAT
dc.subject
AGRICULTURAL PRODUCTIVITY
dc.subject
INVESTMENTS
dc.subject
RICE
dc.subject
YIELDS
dc.subject
WALKING DISTANCE
dc.subject
SOIL FERTILITY
dc.subject
CROPPING INTENSITY
dc.subject
ROAD INVESTMENT
dc.subject
PORT ACCESS
dc.subject
ROAD CONDITIONS
dc.subject
AGRICULTURAL
dc.subject
TRANSPORT COSTS
dc.subject
TECHNOLOGIES
dc.subject
ROAD TRANSPORT
dc.subject
COMMODITY
dc.subject
FOOD STAPLES
dc.subject
AGRICULTURAL OUTPUTS
dc.subject
BOTTLENECKS
dc.title
Agriculture Production and Transport Infrastructure in East Africa
en
dc.title.subtitle
An Application of Spatial Autoregression
en
dc.type
Working Paper
en
okr.date.disclosure
2015-06-01
okr.doctype
Publications & Research
okr.doctype
Publications & Research :: Policy Research Working Paper
okr.docurl
http://documents.worldbank.org/curated/en/2015/06/24574272/agriculture-production-transport-infrastructure-east-africa-application-spatial-autoregression
okr.globalpractice
Transport and ICT
okr.googlescholar.linkpresent
yes
okr.identifier.doi
10.1596/1813-9450-7281
okr.identifier.externaldocumentum
090224b082ee28dc_1_0
okr.identifier.internaldocumentum
24574272
okr.identifier.report
WPS7281
okr.language.supported
en
okr.pdfurl
http://www-wds.worldbank.org/external/default/WDSContentServer/WDSP/IB/2015/06/01/090224b082ee28dc/1_0/Rendered/PDF/Agriculture0pr0atial0autoregression.pdf
en
okr.region.administrative
Africa
okr.region.geographical
East Africa
okr.topic
Crops and Crop Management Systems
okr.topic
Agriculture :: Climate Change and Agriculture
okr.topic
Industry
okr.topic
Transport :: Transport Economics & Policy Planning
okr.topic
Industry :: Food & Beverage Industry
okr.topic
Rural Development :: Rural Development Knowledge & Information Systems
okr.unit
Transport and ICT Global Practice Group.

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