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Assessing the impact of improved agricultural technologies on household income in rural Mozambique
► In a drought year, the use of improved agricultural technologies had no statistically significant impact on household incomes. ► Despite drought, households that used improved technologies and had access to output markets had a statistically significant increase on household incomes. ► There is a...
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Published in: | Food policy 2011-06, Vol.36 (3), p.378-390 |
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creator | Cunguara, Benedito Darnhofer, Ika |
description | ► In a drought year, the use of improved agricultural technologies had no statistically significant impact on household incomes. ► Despite drought, households that used improved technologies and had access to output markets had a statistically significant increase on household incomes. ► There is a need to address both drought vulnerability and farmers’ access to markets in order to make the use of improved technologies profitable.
In many areas of Africa, rural livelihoods depend heavily on subsistence farming. Using improved agricultural technologies can increase productivity in smallholder agriculture and thus raise household income and reduce poverty. Data from a nationally representative rural household survey from 2005 is used to assess the impact of four technologies – improved maize seeds, improved granaries, tractor mechanization, and animal traction – on household income in Mozambique. To ensure the robustness of the results, three econometric approaches were used: the doubly-robust estimator, sub-classification and regression, and matching and regression. The results show that, overall, using an improved technology did not have a statistically significant impact on household income. This may be associated with a widespread drought that occurred in 2005. Despite drought, distinguishing between households based on propensity score quintiles revealed that using improved technologies, especially improved maize seeds and tractors, significantly increased the income of those households who had better market access. Thus, to allow households to benefit from the use of improved technologies, policy makers need to reduce structural impediments to market participation by ensuring adequate road infrastructure and enabling access to markets. |
doi_str_mv | 10.1016/j.foodpol.2011.03.002 |
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In many areas of Africa, rural livelihoods depend heavily on subsistence farming. Using improved agricultural technologies can increase productivity in smallholder agriculture and thus raise household income and reduce poverty. Data from a nationally representative rural household survey from 2005 is used to assess the impact of four technologies – improved maize seeds, improved granaries, tractor mechanization, and animal traction – on household income in Mozambique. To ensure the robustness of the results, three econometric approaches were used: the doubly-robust estimator, sub-classification and regression, and matching and regression. The results show that, overall, using an improved technology did not have a statistically significant impact on household income. This may be associated with a widespread drought that occurred in 2005. Despite drought, distinguishing between households based on propensity score quintiles revealed that using improved technologies, especially improved maize seeds and tractors, significantly increased the income of those households who had better market access. Thus, to allow households to benefit from the use of improved technologies, policy makers need to reduce structural impediments to market participation by ensuring adequate road infrastructure and enabling access to markets.</description><identifier>ISSN: 0306-9192</identifier><identifier>EISSN: 1873-5657</identifier><identifier>DOI: 10.1016/j.foodpol.2011.03.002</identifier><language>eng</language><publisher>Kidlington: Elsevier Ltd</publisher><subject>Africa ; Agricultural development ; Agricultural production ; Agricultural technology ; Agriculture ; animals ; Benefits ; Causal inference ; Causal inference Poverty Impact assessment Southern Africa ; corn ; drought ; Econometrics ; Family income ; Farmers ; Farming methods ; Farms ; Food ; Food industry ; grain storage facilities ; Household income ; household surveys ; Households ; Impact analysis ; Impact assessment ; Income ; Infrastructure ; livelihood ; market access ; Markets ; mechanization ; Mozambique ; Poverty ; Poverty relief ; Productivity ; roads ; Rural areas ; Rural communities ; seeds ; Small-scale farming ; Southern Africa ; Subsistence economy ; subsistence farming ; Surveys ; Technological change ; Technology ; Technology policy ; tractors ; Zea mays</subject><ispartof>Food policy, 2011-06, Vol.36 (3), p.378-390</ispartof><rights>2011 Elsevier Ltd</rights><rights>Copyright Elsevier Science Ltd. Jun 2011</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c586t-17ac8072cdd61a267b37c851361da8bc158576f91cb31f42da03a9f2a1a367503</citedby><cites>FETCH-LOGICAL-c586t-17ac8072cdd61a267b37c851361da8bc158576f91cb31f42da03a9f2a1a367503</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784,27865,27866,27924,27925,33223,33224</link.rule.ids><backlink>$$Uhttp://econpapers.repec.org/article/eeejfpoli/v_3a36_3ay_3a2011_3ai_3a3_3ap_3a378-390.htm$$DView record in RePEc$$Hfree_for_read</backlink></links><search><creatorcontrib>Cunguara, Benedito</creatorcontrib><creatorcontrib>Darnhofer, Ika</creatorcontrib><title>Assessing the impact of improved agricultural technologies on household income in rural Mozambique</title><title>Food policy</title><description>► In a drought year, the use of improved agricultural technologies had no statistically significant impact on household incomes. ► Despite drought, households that used improved technologies and had access to output markets had a statistically significant increase on household incomes. ► There is a need to address both drought vulnerability and farmers’ access to markets in order to make the use of improved technologies profitable.
In many areas of Africa, rural livelihoods depend heavily on subsistence farming. Using improved agricultural technologies can increase productivity in smallholder agriculture and thus raise household income and reduce poverty. Data from a nationally representative rural household survey from 2005 is used to assess the impact of four technologies – improved maize seeds, improved granaries, tractor mechanization, and animal traction – on household income in Mozambique. To ensure the robustness of the results, three econometric approaches were used: the doubly-robust estimator, sub-classification and regression, and matching and regression. The results show that, overall, using an improved technology did not have a statistically significant impact on household income. This may be associated with a widespread drought that occurred in 2005. Despite drought, distinguishing between households based on propensity score quintiles revealed that using improved technologies, especially improved maize seeds and tractors, significantly increased the income of those households who had better market access. Thus, to allow households to benefit from the use of improved technologies, policy makers need to reduce structural impediments to market participation by ensuring adequate road infrastructure and enabling access to markets.</description><subject>Africa</subject><subject>Agricultural development</subject><subject>Agricultural production</subject><subject>Agricultural technology</subject><subject>Agriculture</subject><subject>animals</subject><subject>Benefits</subject><subject>Causal inference</subject><subject>Causal inference Poverty Impact assessment Southern Africa</subject><subject>corn</subject><subject>drought</subject><subject>Econometrics</subject><subject>Family income</subject><subject>Farmers</subject><subject>Farming methods</subject><subject>Farms</subject><subject>Food</subject><subject>Food industry</subject><subject>grain storage facilities</subject><subject>Household income</subject><subject>household surveys</subject><subject>Households</subject><subject>Impact analysis</subject><subject>Impact assessment</subject><subject>Income</subject><subject>Infrastructure</subject><subject>livelihood</subject><subject>market access</subject><subject>Markets</subject><subject>mechanization</subject><subject>Mozambique</subject><subject>Poverty</subject><subject>Poverty relief</subject><subject>Productivity</subject><subject>roads</subject><subject>Rural areas</subject><subject>Rural communities</subject><subject>seeds</subject><subject>Small-scale farming</subject><subject>Southern Africa</subject><subject>Subsistence economy</subject><subject>subsistence farming</subject><subject>Surveys</subject><subject>Technological change</subject><subject>Technology</subject><subject>Technology policy</subject><subject>tractors</subject><subject>Zea mays</subject><issn>0306-9192</issn><issn>1873-5657</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2011</creationdate><recordtype>article</recordtype><sourceid>7TQ</sourceid><sourceid>8BJ</sourceid><recordid>eNqFkcuO1DAQRSMEEs3AJyAiNqwSynH7tUKjEU8NYgGzthyn0nGUxMFOWhq-HmcyYsGmF3ZZ1rm3yr5Z9ppASYDw933Zet_MfigrIKQEWgJUT7IDkYIWjDPxNDsABV4ooqrn2YsYe0gEHOGQ1dcxYoxuOuVLh7kbZ2OX3LfbKfgzNrk5BWfXYVmDGfIFbTf5wZ8cxtxPeefXiJ0fmtxN1o_JYMrDA_nd_zFj7X6v-DJ71poh4qvHepXdffr46-ZLcfvj89eb69vCMsmXgghjJYjKNg0npuKipsJKRignjZG1JUwywVtFbE1Je6waA9SotjLEUC4Y0Kvs3e6bBk9t46JHFy0Og5kwjakVEMEqEOQiKcWRSKUEvUxyrgQXauv-9j-y92uY0oOTneSUVEIliO2QDT7GgK2egxtNuNcE9Jal7vVjlnrLUgPVKamk-7brAs5o_4kQsW8T6_RZ0_QLabtP60FJjdvu0pq3KqSmCnS3jMnszW7WGq-3dKO--5k0R0gDcEa3dh92AlNcZ4dBR-twsti4gHbRjXcXBv4L1fHMow</recordid><startdate>20110601</startdate><enddate>20110601</enddate><creator>Cunguara, Benedito</creator><creator>Darnhofer, Ika</creator><general>Elsevier Ltd</general><general>Elsevier</general><general>Elsevier Science Ltd</general><scope>FBQ</scope><scope>DKI</scope><scope>X2L</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7ST</scope><scope>7TQ</scope><scope>8BJ</scope><scope>C1K</scope><scope>DHY</scope><scope>DON</scope><scope>FQK</scope><scope>JBE</scope><scope>SOI</scope><scope>7U6</scope></search><sort><creationdate>20110601</creationdate><title>Assessing the impact of improved agricultural technologies on household income in rural Mozambique</title><author>Cunguara, Benedito ; Darnhofer, Ika</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c586t-17ac8072cdd61a267b37c851361da8bc158576f91cb31f42da03a9f2a1a367503</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2011</creationdate><topic>Africa</topic><topic>Agricultural development</topic><topic>Agricultural production</topic><topic>Agricultural technology</topic><topic>Agriculture</topic><topic>animals</topic><topic>Benefits</topic><topic>Causal inference</topic><topic>Causal inference Poverty Impact assessment Southern Africa</topic><topic>corn</topic><topic>drought</topic><topic>Econometrics</topic><topic>Family income</topic><topic>Farmers</topic><topic>Farming methods</topic><topic>Farms</topic><topic>Food</topic><topic>Food industry</topic><topic>grain storage facilities</topic><topic>Household income</topic><topic>household surveys</topic><topic>Households</topic><topic>Impact analysis</topic><topic>Impact assessment</topic><topic>Income</topic><topic>Infrastructure</topic><topic>livelihood</topic><topic>market access</topic><topic>Markets</topic><topic>mechanization</topic><topic>Mozambique</topic><topic>Poverty</topic><topic>Poverty relief</topic><topic>Productivity</topic><topic>roads</topic><topic>Rural areas</topic><topic>Rural communities</topic><topic>seeds</topic><topic>Small-scale farming</topic><topic>Southern Africa</topic><topic>Subsistence economy</topic><topic>subsistence farming</topic><topic>Surveys</topic><topic>Technological change</topic><topic>Technology</topic><topic>Technology policy</topic><topic>tractors</topic><topic>Zea mays</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Cunguara, Benedito</creatorcontrib><creatorcontrib>Darnhofer, Ika</creatorcontrib><collection>AGRIS</collection><collection>RePEc IDEAS</collection><collection>RePEc</collection><collection>CrossRef</collection><collection>Environment Abstracts</collection><collection>PAIS Index</collection><collection>International Bibliography of the Social Sciences (IBSS)</collection><collection>Environmental Sciences and Pollution Management</collection><collection>PAIS International</collection><collection>PAIS International (Ovid)</collection><collection>International Bibliography of the Social Sciences</collection><collection>International Bibliography of the Social Sciences</collection><collection>Environment Abstracts</collection><collection>Sustainability Science Abstracts</collection><jtitle>Food policy</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Cunguara, Benedito</au><au>Darnhofer, Ika</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Assessing the impact of improved agricultural technologies on household income in rural Mozambique</atitle><jtitle>Food policy</jtitle><date>2011-06-01</date><risdate>2011</risdate><volume>36</volume><issue>3</issue><spage>378</spage><epage>390</epage><pages>378-390</pages><issn>0306-9192</issn><eissn>1873-5657</eissn><abstract>► In a drought year, the use of improved agricultural technologies had no statistically significant impact on household incomes. ► Despite drought, households that used improved technologies and had access to output markets had a statistically significant increase on household incomes. ► There is a need to address both drought vulnerability and farmers’ access to markets in order to make the use of improved technologies profitable.
In many areas of Africa, rural livelihoods depend heavily on subsistence farming. Using improved agricultural technologies can increase productivity in smallholder agriculture and thus raise household income and reduce poverty. Data from a nationally representative rural household survey from 2005 is used to assess the impact of four technologies – improved maize seeds, improved granaries, tractor mechanization, and animal traction – on household income in Mozambique. To ensure the robustness of the results, three econometric approaches were used: the doubly-robust estimator, sub-classification and regression, and matching and regression. The results show that, overall, using an improved technology did not have a statistically significant impact on household income. This may be associated with a widespread drought that occurred in 2005. Despite drought, distinguishing between households based on propensity score quintiles revealed that using improved technologies, especially improved maize seeds and tractors, significantly increased the income of those households who had better market access. Thus, to allow households to benefit from the use of improved technologies, policy makers need to reduce structural impediments to market participation by ensuring adequate road infrastructure and enabling access to markets.</abstract><cop>Kidlington</cop><pub>Elsevier Ltd</pub><doi>10.1016/j.foodpol.2011.03.002</doi><tpages>13</tpages></addata></record> |
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subjects | Africa Agricultural development Agricultural production Agricultural technology Agriculture animals Benefits Causal inference Causal inference Poverty Impact assessment Southern Africa corn drought Econometrics Family income Farmers Farming methods Farms Food Food industry grain storage facilities Household income household surveys Households Impact analysis Impact assessment Income Infrastructure livelihood market access Markets mechanization Mozambique Poverty Poverty relief Productivity roads Rural areas Rural communities seeds Small-scale farming Southern Africa Subsistence economy subsistence farming Surveys Technological change Technology Technology policy tractors Zea mays |
title | Assessing the impact of improved agricultural technologies on household income in rural Mozambique |
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