{"id":"https://openalex.org/W1897963528","doi":"https://doi.org/10.1111/j.1477-9552.2011.00292.x","title":"Assessing Total Factor Productivity Growth in Sub-Saharan African Agriculture","display_name":"Assessing Total Factor Productivity Growth in Sub-Saharan African Agriculture","publication_year":2011,"publication_date":"2011-05-23","ids":{"openalex":"https://openalex.org/W1897963528","doi":"https://doi.org/10.1111/j.1477-9552.2011.00292.x","mag":"1897963528"},"language":"en","primary_location":{"id":"doi:10.1111/j.1477-9552.2011.00292.x","doi":"https://doi.org/10.1111/j.1477-9552.2011.00292.x","is_oa":false,"landing_page_url":"https://doi.org/10.1111/j.1477-9552.2011.00292.x","pdf_url":null,"source":{"id":"https://openalex.org/S14468722","display_name":"Journal of Agricultural Economics","issn_l":"0021-857X","issn":["0021-857X","1477-9552"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-a","anvur-class-a","anvur-scientific","cwts-core","erih-plus","jufo-1","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Agricultural Economics","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5029650733","display_name":"Jon P. Rezek","orcid":"https://orcid.org/0000-0001-8003-5219","observed_orcids":["https://orcid.org/0000-0001-8003-5219"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jon P. Rezek","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108778845","display_name":"Randall C. Campbell","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Randall C. Campbell","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5103551440","display_name":"Kevin E. Rogers","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I99041443","display_name":"Mississippi State University","ror":"https://ror.org/0432jq872","country_code":"US","type":"education","lineage":["https://openalex.org/I4210141039","https://openalex.org/I99041443"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Kevin E. Rogers","raw_affiliation_strings":["All three authors are Associate Professors with the Department of Finance and Economics, Mississippi State University, Mississippi State, MS 39762-9580, USA. E-mail: jon.rezek@msstate.edu for correspondence. The authors thank two anonymous reviewers for their helpful comments on an earlier draft"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"All three authors are Associate Professors with the Department of Finance and Economics, Mississippi State University, Mississippi State, MS 39762-9580, USA. E-mail: jon.rezek@msstate.edu for correspondence. The authors thank two anonymous reviewers for their helpful comments on an earlier draft","institution_ids":["https://openalex.org/I99041443"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5103551440"],"corresponding_institution_ids":["https://openalex.org/I99041443"],"apc_list":{"value":4150,"currency":"USD","value_usd":4150},"apc_paid":null,"fwci":3.4753,"has_fulltext":false,"cited_by_count":40,"citation_normalized_percentile":{"value":0.91948548,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"62","issue":"2","first_page":"357","last_page":"374"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10357","display_name":"Efficiency Analysis Using DEA","score":0.9804999828338623,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10357","display_name":"Efficiency Analysis Using DEA","score":0.9804999828338623,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13508","display_name":"Agricultural Economics and Practices","score":0.009499999694526196,"subfield":{"id":"https://openalex.org/subfields/1100","display_name":"General Agricultural and Biological Sciences"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10393","display_name":"Economic Growth and Productivity","score":0.004900000058114529,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/total-factor-productivity-growth","display_name":"total factor productivity growth","score":0.9089999794960022},{"id":"https://openalex.org/keywords/agricultural-productivity","display_name":"agricultural productivity","score":0.9629999995231628},{"id":"https://openalex.org/keywords/sub-saharan-africa","display_name":"sub-Saharan Africa","score":0.8399999737739563},{"id":"https://openalex.org/keywords/stochastic-frontier-analysis","display_name":"stochastic frontier analysis","score":0.8859999775886536},{"id":"https://openalex.org/keywords/data-envelopment-analysis","display_name":"data envelopment analysis","score":0.9980000257492065},{"id":"https://openalex.org/keywords/external-validation","display_name":"external validation","score":0.5989999771118164}],"concepts":[{"id":"https://openalex.org/C120009192","wikidata":"https://www.wikidata.org/wiki/Q1936153","display_name":"Total factor productivity","level":3,"score":0.7469439506530762},{"id":"https://openalex.org/C118518473","wikidata":"https://www.wikidata.org/wiki/Q11451","display_name":"Agriculture","level":2,"score":0.6552302241325378},{"id":"https://openalex.org/C22088475","wikidata":"https://www.wikidata.org/wiki/Q647974","display_name":"Data envelopment analysis","level":2,"score":0.6370872259140015},{"id":"https://openalex.org/C204983608","wikidata":"https://www.wikidata.org/wiki/Q2111958","display_name":"Productivity","level":2,"score":0.6246837377548218},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.5865459442138672},{"id":"https://openalex.org/C6422946","wikidata":"https://www.wikidata.org/wiki/Q857354","display_name":"Panel data","level":2,"score":0.48657333850860596},{"id":"https://openalex.org/C128383755","wikidata":"https://www.wikidata.org/wiki/Q3816336","display_name":"Agricultural productivity","level":3,"score":0.48234862089157104},{"id":"https://openalex.org/C2778571376","wikidata":"https://www.wikidata.org/wiki/Q1355821","display_name":"Frontier","level":2,"score":0.43312519788742065},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.42783230543136597},{"id":"https://openalex.org/C2779341709","wikidata":"https://www.wikidata.org/wiki/Q7617818","display_name":"Stochastic frontier analysis","level":3,"score":0.41157248616218567},{"id":"https://openalex.org/C48824518","wikidata":"https://www.wikidata.org/wiki/Q396340","display_name":"Agricultural economics","level":1,"score":0.37908923625946045},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.25378623604774475},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.15454715490341187},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.13702815771102905},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.11641746759414673},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","level":1,"score":0.10539132356643677},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08075469732284546},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1111/j.1477-9552.2011.00292.x","doi":"https://doi.org/10.1111/j.1477-9552.2011.00292.x","is_oa":false,"landing_page_url":"https://doi.org/10.1111/j.1477-9552.2011.00292.x","pdf_url":null,"source":{"id":"https://openalex.org/S14468722","display_name":"Journal of Agricultural Economics","issn_l":"0021-857X","issn":["0021-857X","1477-9552"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-a","anvur-class-a","anvur-scientific","cwts-core","erih-plus","jufo-1","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Agricultural Economics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/2","display_name":"Zero hunger","score":0.8409000039100647},{"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth","score":0.7257999777793884}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W114543074","https://openalex.org/W167159579","https://openalex.org/W1492662576","https://openalex.org/W1498410821","https://openalex.org/W1502763584","https://openalex.org/W1537245944","https://openalex.org/W1539133850","https://openalex.org/W1540826000","https://openalex.org/W1967924207","https://openalex.org/W1977845602","https://openalex.org/W1981482187","https://openalex.org/W1983961430","https://openalex.org/W2033834012","https://openalex.org/W2101370265","https://openalex.org/W2105717288","https://openalex.org/W2106529343","https://openalex.org/W2120504039","https://openalex.org/W2140176110","https://openalex.org/W2145814913","https://openalex.org/W2158342153","https://openalex.org/W2259946919","https://openalex.org/W2281840052","https://openalex.org/W3091911434","https://openalex.org/W3200006645","https://openalex.org/W4234499321","https://openalex.org/W6632107048"],"related_works":["https://openalex.org/W7114796279","https://openalex.org/W4281481155","https://openalex.org/W4307734793","https://openalex.org/W1521972527","https://openalex.org/W2979032434","https://openalex.org/W2097816497","https://openalex.org/W4303427098","https://openalex.org/W4402692380","https://openalex.org/W7111362487","https://openalex.org/W2570311420"],"abstract_inverted_index":{"The":[0],"importance":[1,44],"of":[2,26,34,36,45,50,82,96,111,142],"the":[3,7,32,43,135,143,146],"agricultural":[4,16,68,104],"sector":[5],"in":[6,15,60,77,153],"economic":[8],"development":[9,97,136],"process":[10],"is":[11],"well":[12],"known.":[13],"Improvements":[14],"productivity":[17,53],"are":[18,132],"often":[19],"found":[20],"to":[21,89,106],"spill":[22],"into":[23],"other":[24],"areas":[25],"a":[27,80,94],"developing":[28],"economy,":[29],"potentially":[30],"improving":[31],"standards":[33],"living":[35],"urban":[37],"and":[38,125],"rural":[39],"workers":[40],"alike.":[41],"Given":[42],"this":[46,71,154],"sector,":[47],"accurate":[48],"measures":[49,99],"total":[51],"factor":[52],"(TFP)":[54],"across":[55],"countries":[56,86],"can":[57],"be":[58],"helpful":[59],"identifying":[61],"conditions,":[62],"institutions":[63],"or":[64],"policies":[65],"that":[66,116,131],"promote":[67],"development.":[69],"In":[70],"article,":[72],"we":[73],"estimate":[74],"TFP":[75],"growth":[76],"agriculture":[78],"for":[79],"panel":[81],"39":[83],"sub-Saharan":[84],"African":[85],"from":[87],"1961":[88],"2007.":[90],"We":[91,114],"also":[92],"develop":[93],"set":[95],"outcome":[98,137],"theoretically":[100],"consistent":[101,133],"with":[102,134],"strong":[103],"performance":[105],"serve":[107],"as":[108],"external":[109,140],"validation":[110,141],"our":[112],"results.":[113],"find":[115],"three":[117],"estimation":[118],"methods":[119],"(stochastic":[120],"frontier,":[121],"generalised":[122],"maximum":[123],"entropy,":[124],"Bayesian":[126],"efficiency)":[127],"generate":[128],"relative":[129],"rankings":[130],"measures,":[138],"providing":[139],"methods.":[144],"However,":[145],"data":[147],"envelopment":[148],"analysis":[149],"approach":[150],"performs":[151],"poorly":[152],"regard.":[155]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":4},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":3},{"year":2012,"cited_by_count":2}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2016-06-24T00:00:00"}