Measuring Agricultural Knowledge and Adoption

Understanding the trade-offs in improving the precision of agricultural measures through survey design is crucial. Yet, standard indicators used to determine program effectiveness may be flawed and at a differential rate for men and women. The auth...

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Main Authors: Kondylis, Florence, Mueller, Valerie, Zhu, Siyao Jessica
Format: Policy Research Working Paper
Language:English
en_US
Published: World Bank Group, Washington, DC 2014
Subjects:
FAO
Online Access:http://documents.worldbank.org/curated/en/2014/10/20273015/measuring-agricultural-knowledge-adoption
http://hdl.handle.net/10986/20506
id okr-10986-20506
recordtype oai_dc
spelling okr-10986-205062021-04-23T14:03:56Z Measuring Agricultural Knowledge and Adoption Kondylis, Florence Mueller, Valerie Zhu, Siyao Jessica AGRICULTURAL ACTIVITIES AGRICULTURAL ECONOMICS AGRICULTURAL EXTENSION AGRICULTURAL KNOWLEDGE AGRICULTURAL PRACTICES AGRICULTURAL PRODUCTION AGRICULTURAL PRODUCTIVITY AGRICULTURAL TECHNOLOGY AGRICULTURE BEANS BIOTECHNOLOGY CASH CROP CASH CROPS CASHEW NUTS CASSAVA CHEMICAL FERTILIZERS CIVIL WAR CLIMATE CHANGE CONSUMER DEMAND CORN COTTON COWPEAS CROP PRODUCTION CROP ROTATION CROPS CULTIVATION CULTIVATION PRACTICES CURRICULUM DEVELOPMENT POLICY DISEASES DRY SEASON ECONOMICS ECOSYSTEM EDUCATIONAL ATTAINMENT EXAM EXAMS EXTENSION SERVICES FAO FARM FARM PRODUCTIVITY FARMER FARMERS FARMING FARMS FERTILIZER FERTILIZER USE FERTILIZERS FEWER CHILDREN FOOD CROPS FOOD SECURITY GENDER GENDER GAP GLOBAL ENVIRONMENT HOUSEHOLD NUMBER HOUSEHOLD SURVEYS HUMAN CAPITAL INDEXES INTERCROPPING INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE INTERVENTIONS LAND DEGRADATION LAND MANAGEMENT LEARNING LIFE CYCLE LITERACY MAIZE MARITAL STATUS MARKETING MARRIED MEN MULCH MULCHING NATIONAL GOVERNMENT NUMBER OF CHILDREN NUMBER OF PEOPLE PERSONALITY PESTICIDES PESTS PIGEON PEAS PLANTING PLOWING POLICY ANALYSIS POLICY DECISIONS POLICY DISCUSSIONS POLICY RESEARCH POLICY RESEARCH WORKING PAPER PRIMARY EDUCATION PRIMARY SCHOOL PRIMARY SCHOOL EDUCATION PRODUCE PRODUCTION OF COTTON PROGRESS RESPECT RICE ROLE OF WOMEN RURAL DEVELOPMENT SCHOOLING SEED SEED VARIETIES SEEDLINGS SESAME SMALLER HOUSEHOLDS SMALLHOLDERS SOCIAL SCIENCES SOIL EROSION SOIL FERTILITY SORGHUM SOWING SOYBEAN SPOUSE SPOUSES SUGAR SUSTAINABLE DEVELOPMENT TILLAGE TOBACCO TRANSPORTATION TREES WEEDS YIELDS Understanding the trade-offs in improving the precision of agricultural measures through survey design is crucial. Yet, standard indicators used to determine program effectiveness may be flawed and at a differential rate for men and women. The authors use a household survey from Mozambique to estimate the measurement error from male and female self-reports of their adoption and knowledge of three practices: intercropping, mulching, and strip tillage. Despite clear differences in human and physical capital, there are no obvious differences in the knowledge, adoption, and error in self-reporting between men and women. Having received training unanimously lowers knowledge misreports and increases adoption misreports. Other determinants of reporting error differ by gender. Misreporting is positively associated with a greater number of plots for men. Recall decay on measures of knowledge appears prominent among men but not women. Findings from regression and cost-effectiveness analyses always favor the collection of objective measures of knowledge. Given the lowest rate of accuracy for adoption was around 80 percent, costlier objective adoption measures are recommended for a subsample in regions with heterogeneous farm sizes. 2014-11-12T20:08:25Z 2014-11-12T20:08:25Z 2014-10 http://documents.worldbank.org/curated/en/2014/10/20273015/measuring-agricultural-knowledge-adoption http://hdl.handle.net/10986/20506 English en_US Policy Research Working Paper;No. 7058 CC BY 3.0 IGO http://creativecommons.org/licenses/by/3.0/igo/ World Bank Group, Washington, DC Publications & Research :: Policy Research Working Paper Publications & Research
repository_type Digital Repository
institution_category Foreign Institution
institution Digital Repositories
building World Bank Open Knowledge Repository
collection World Bank
language English
en_US
topic AGRICULTURAL ACTIVITIES
AGRICULTURAL ECONOMICS
AGRICULTURAL EXTENSION
AGRICULTURAL KNOWLEDGE
AGRICULTURAL PRACTICES
AGRICULTURAL PRODUCTION
AGRICULTURAL PRODUCTIVITY
AGRICULTURAL TECHNOLOGY
AGRICULTURE
BEANS
BIOTECHNOLOGY
CASH CROP
CASH CROPS
CASHEW NUTS
CASSAVA
CHEMICAL FERTILIZERS
CIVIL WAR
CLIMATE CHANGE
CONSUMER DEMAND
CORN
COTTON
COWPEAS
CROP PRODUCTION
CROP ROTATION
CROPS
CULTIVATION
CULTIVATION PRACTICES
CURRICULUM
DEVELOPMENT POLICY
DISEASES
DRY SEASON
ECONOMICS
ECOSYSTEM
EDUCATIONAL ATTAINMENT
EXAM
EXAMS
EXTENSION SERVICES
FAO
FARM
FARM PRODUCTIVITY
FARMER
FARMERS
FARMING
FARMS
FERTILIZER
FERTILIZER USE
FERTILIZERS
FEWER CHILDREN
FOOD CROPS
FOOD SECURITY
GENDER
GENDER GAP
GLOBAL ENVIRONMENT
HOUSEHOLD NUMBER
HOUSEHOLD SURVEYS
HUMAN CAPITAL
INDEXES
INTERCROPPING
INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE
INTERVENTIONS
LAND DEGRADATION
LAND MANAGEMENT
LEARNING
LIFE CYCLE
LITERACY
MAIZE
MARITAL STATUS
MARKETING
MARRIED MEN
MULCH
MULCHING
NATIONAL GOVERNMENT
NUMBER OF CHILDREN
NUMBER OF PEOPLE
PERSONALITY
PESTICIDES
PESTS
PIGEON PEAS
PLANTING
PLOWING
POLICY ANALYSIS
POLICY DECISIONS
POLICY DISCUSSIONS
POLICY RESEARCH
POLICY RESEARCH WORKING PAPER
PRIMARY EDUCATION
PRIMARY SCHOOL
PRIMARY SCHOOL EDUCATION
PRODUCE
PRODUCTION OF COTTON
PROGRESS
RESPECT
RICE
ROLE OF WOMEN
RURAL DEVELOPMENT
SCHOOLING
SEED
SEED VARIETIES
SEEDLINGS
SESAME
SMALLER HOUSEHOLDS
SMALLHOLDERS
SOCIAL SCIENCES
SOIL EROSION
SOIL FERTILITY
SORGHUM
SOWING
SOYBEAN
SPOUSE
SPOUSES
SUGAR
SUSTAINABLE DEVELOPMENT
TILLAGE
TOBACCO
TRANSPORTATION
TREES
WEEDS
YIELDS
spellingShingle AGRICULTURAL ACTIVITIES
AGRICULTURAL ECONOMICS
AGRICULTURAL EXTENSION
AGRICULTURAL KNOWLEDGE
AGRICULTURAL PRACTICES
AGRICULTURAL PRODUCTION
AGRICULTURAL PRODUCTIVITY
AGRICULTURAL TECHNOLOGY
AGRICULTURE
BEANS
BIOTECHNOLOGY
CASH CROP
CASH CROPS
CASHEW NUTS
CASSAVA
CHEMICAL FERTILIZERS
CIVIL WAR
CLIMATE CHANGE
CONSUMER DEMAND
CORN
COTTON
COWPEAS
CROP PRODUCTION
CROP ROTATION
CROPS
CULTIVATION
CULTIVATION PRACTICES
CURRICULUM
DEVELOPMENT POLICY
DISEASES
DRY SEASON
ECONOMICS
ECOSYSTEM
EDUCATIONAL ATTAINMENT
EXAM
EXAMS
EXTENSION SERVICES
FAO
FARM
FARM PRODUCTIVITY
FARMER
FARMERS
FARMING
FARMS
FERTILIZER
FERTILIZER USE
FERTILIZERS
FEWER CHILDREN
FOOD CROPS
FOOD SECURITY
GENDER
GENDER GAP
GLOBAL ENVIRONMENT
HOUSEHOLD NUMBER
HOUSEHOLD SURVEYS
HUMAN CAPITAL
INDEXES
INTERCROPPING
INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE
INTERVENTIONS
LAND DEGRADATION
LAND MANAGEMENT
LEARNING
LIFE CYCLE
LITERACY
MAIZE
MARITAL STATUS
MARKETING
MARRIED MEN
MULCH
MULCHING
NATIONAL GOVERNMENT
NUMBER OF CHILDREN
NUMBER OF PEOPLE
PERSONALITY
PESTICIDES
PESTS
PIGEON PEAS
PLANTING
PLOWING
POLICY ANALYSIS
POLICY DECISIONS
POLICY DISCUSSIONS
POLICY RESEARCH
POLICY RESEARCH WORKING PAPER
PRIMARY EDUCATION
PRIMARY SCHOOL
PRIMARY SCHOOL EDUCATION
PRODUCE
PRODUCTION OF COTTON
PROGRESS
RESPECT
RICE
ROLE OF WOMEN
RURAL DEVELOPMENT
SCHOOLING
SEED
SEED VARIETIES
SEEDLINGS
SESAME
SMALLER HOUSEHOLDS
SMALLHOLDERS
SOCIAL SCIENCES
SOIL EROSION
SOIL FERTILITY
SORGHUM
SOWING
SOYBEAN
SPOUSE
SPOUSES
SUGAR
SUSTAINABLE DEVELOPMENT
TILLAGE
TOBACCO
TRANSPORTATION
TREES
WEEDS
YIELDS
Kondylis, Florence
Mueller, Valerie
Zhu, Siyao Jessica
Measuring Agricultural Knowledge and Adoption
relation Policy Research Working Paper;No. 7058
description Understanding the trade-offs in improving the precision of agricultural measures through survey design is crucial. Yet, standard indicators used to determine program effectiveness may be flawed and at a differential rate for men and women. The authors use a household survey from Mozambique to estimate the measurement error from male and female self-reports of their adoption and knowledge of three practices: intercropping, mulching, and strip tillage. Despite clear differences in human and physical capital, there are no obvious differences in the knowledge, adoption, and error in self-reporting between men and women. Having received training unanimously lowers knowledge misreports and increases adoption misreports. Other determinants of reporting error differ by gender. Misreporting is positively associated with a greater number of plots for men. Recall decay on measures of knowledge appears prominent among men but not women. Findings from regression and cost-effectiveness analyses always favor the collection of objective measures of knowledge. Given the lowest rate of accuracy for adoption was around 80 percent, costlier objective adoption measures are recommended for a subsample in regions with heterogeneous farm sizes.
format Publications & Research :: Policy Research Working Paper
author Kondylis, Florence
Mueller, Valerie
Zhu, Siyao Jessica
author_facet Kondylis, Florence
Mueller, Valerie
Zhu, Siyao Jessica
author_sort Kondylis, Florence
title Measuring Agricultural Knowledge and Adoption
title_short Measuring Agricultural Knowledge and Adoption
title_full Measuring Agricultural Knowledge and Adoption
title_fullStr Measuring Agricultural Knowledge and Adoption
title_full_unstemmed Measuring Agricultural Knowledge and Adoption
title_sort measuring agricultural knowledge and adoption
publisher World Bank Group, Washington, DC
publishDate 2014
url http://documents.worldbank.org/curated/en/2014/10/20273015/measuring-agricultural-knowledge-adoption
http://hdl.handle.net/10986/20506
_version_ 1764445559098179584