{"id":"https://openalex.org/W7225088014","doi":"https://doi.org/10.29103/ag.v11i2.27642","title":"Efisiensi Usahatani Kakao di Kecamatan Way Lima Kabupaten Pesawaran: Pendekatan Stochastic Frontier Analysis","display_name":"Efisiensi Usahatani Kakao di Kecamatan Way Lima Kabupaten Pesawaran: Pendekatan Stochastic Frontier Analysis","publication_year":2026,"publication_date":"2026-11-02","ids":{"openalex":"https://openalex.org/W7225088014","doi":"https://doi.org/10.29103/ag.v11i2.27642"},"language":"en","primary_location":{"id":"doi:10.29103/ag.v11i2.27642","doi":"https://doi.org/10.29103/ag.v11i2.27642","is_oa":true,"landing_page_url":"https://doi.org/10.29103/ag.v11i2.27642","pdf_url":"https://ojs.unimal.ac.id/agrifo/article/view/27642/12231","source":{"id":"https://openalex.org/S4210195623","display_name":"Agrifo Jurnal Agribisnis Universitas Malikussaleh","issn_l":"2548-3439","issn":["2548-3439","2614-4026"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["doaj"],"host_organization":"https://openalex.org/P4404669912","host_organization_name":"Malikussaleh University","host_organization_lineage":["https://openalex.org/P4404669912"],"host_organization_lineage_names":["Malikussaleh University"],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Agrifo : Jurnal Agribisnis Universitas Malikussaleh","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://ojs.unimal.ac.id/agrifo/article/view/27642/12231","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5130802678","display_name":"Marbudi","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Marbudi","raw_affiliation_strings":["Politeknik Negeri Lampung"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Politeknik Negeri Lampung","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5119070824","display_name":"Muhammad Zaini","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Muhammad Zaini","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060808385","display_name":"Luluk Irawati","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Luluk Irawati","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5123298297","display_name":"Anggita Dwi Oktaviani","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Anggita Dwi Oktaviani","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003985694","display_name":"Varingan Prianando Tambunan","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Varingan Prianando Tambunan","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5160351797","display_name":"Maria Ulfah","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Maria Ulfah","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.85803671,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"11","issue":"2","first_page":"142","last_page":"150"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10357","display_name":"Efficiency Analysis Using DEA","score":0.7890999913215637,"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":0.7890999913215637,"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/T13069","display_name":"Cocoa and Sweet Potato Agronomy","score":0.16689999401569366,"subfield":{"id":"https://openalex.org/subfields/1108","display_name":"Horticulture"},"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/T11805","display_name":"Agricultural economics and policies","score":0.010700000450015068,"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/cocoa-farming","display_name":"cocoa farming","score":0.9760000109672546},{"id":"https://openalex.org/keywords/agricultural-efficiency","display_name":"agricultural efficiency","score":0.7310000061988831},{"id":"https://openalex.org/keywords/technical-efficiency","display_name":"technical efficiency","score":0.984000027179718},{"id":"https://openalex.org/keywords/allocative-efficiency","display_name":"allocative efficiency","score":1.0},{"id":"https://openalex.org/keywords/economic-efficiency","display_name":"economic efficiency","score":0.9959999918937683},{"id":"https://openalex.org/keywords/npk-fertilizer","display_name":"NPK fertilizer","score":0.9039999842643738},{"id":"https://openalex.org/keywords/pesticides","display_name":"pesticides","score":0.9190000295639038},{"id":"https://openalex.org/keywords/farmer-age","display_name":"farmer age","score":0.6899999976158142},{"id":"https://openalex.org/keywords/farming-experience","display_name":"farming experience","score":0.9850000143051147},{"id":"https://openalex.org/keywords/pesawaran-regency","display_name":"Pesawaran Regency","score":0.9919999837875366}],"concepts":[{"id":"https://openalex.org/C196345963","wikidata":"https://www.wikidata.org/wiki/Q4175604","display_name":"Allocative efficiency","level":2,"score":0.8116000294685364},{"id":"https://openalex.org/C2778869765","wikidata":"https://www.wikidata.org/wiki/Q6028363","display_name":"Inefficiency","level":2,"score":0.6459000110626221},{"id":"https://openalex.org/C118518473","wikidata":"https://www.wikidata.org/wiki/Q11451","display_name":"Agriculture","level":2,"score":0.5835000276565552},{"id":"https://openalex.org/C37621935","wikidata":"https://www.wikidata.org/wiki/Q3606845","display_name":"Agricultural science","level":1,"score":0.5561000108718872},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.5300999879837036},{"id":"https://openalex.org/C100363876","wikidata":"https://www.wikidata.org/wiki/Q690661","display_name":"Nonprobability sampling","level":3,"score":0.5202999711036682},{"id":"https://openalex.org/C2778571376","wikidata":"https://www.wikidata.org/wiki/Q1355821","display_name":"Frontier","level":2,"score":0.5108000040054321},{"id":"https://openalex.org/C34778210","wikidata":"https://www.wikidata.org/wiki/Q376791","display_name":"Production\u2013possibility frontier","level":3,"score":0.49570000171661377},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.38960000872612},{"id":"https://openalex.org/C2779341709","wikidata":"https://www.wikidata.org/wiki/Q7617818","display_name":"Stochastic frontier analysis","level":3,"score":0.3846000134944916},{"id":"https://openalex.org/C22088475","wikidata":"https://www.wikidata.org/wiki/Q647974","display_name":"Data envelopment analysis","level":2,"score":0.38449999690055847},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.349700003862381},{"id":"https://openalex.org/C109332788","wikidata":"https://www.wikidata.org/wiki/Q615445","display_name":"Economic efficiency","level":2,"score":0.287200003862381},{"id":"https://openalex.org/C549774020","wikidata":"https://www.wikidata.org/wiki/Q851147","display_name":"Welfare economics","level":1,"score":0.28299999237060547},{"id":"https://openalex.org/C48824518","wikidata":"https://www.wikidata.org/wiki/Q396340","display_name":"Agricultural economics","level":1,"score":0.28290000557899475},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.2768000066280365},{"id":"https://openalex.org/C2985697011","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economic analysis","level":2,"score":0.27160000801086426},{"id":"https://openalex.org/C140779682","wikidata":"https://www.wikidata.org/wiki/Q210868","display_name":"Sampling (signal processing)","level":3,"score":0.267300009727478}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.29103/ag.v11i2.27642","doi":"https://doi.org/10.29103/ag.v11i2.27642","is_oa":true,"landing_page_url":"https://doi.org/10.29103/ag.v11i2.27642","pdf_url":"https://ojs.unimal.ac.id/agrifo/article/view/27642/12231","source":{"id":"https://openalex.org/S4210195623","display_name":"Agrifo Jurnal Agribisnis Universitas Malikussaleh","issn_l":"2548-3439","issn":["2548-3439","2614-4026"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["doaj"],"host_organization":"https://openalex.org/P4404669912","host_organization_name":"Malikussaleh University","host_organization_lineage":["https://openalex.org/P4404669912"],"host_organization_lineage_names":["Malikussaleh University"],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Agrifo : Jurnal Agribisnis Universitas Malikussaleh","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.29103/ag.v11i2.27642","doi":"https://doi.org/10.29103/ag.v11i2.27642","is_oa":true,"landing_page_url":"https://doi.org/10.29103/ag.v11i2.27642","pdf_url":"https://ojs.unimal.ac.id/agrifo/article/view/27642/12231","source":{"id":"https://openalex.org/S4210195623","display_name":"Agrifo Jurnal Agribisnis Universitas Malikussaleh","issn_l":"2548-3439","issn":["2548-3439","2614-4026"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["doaj"],"host_organization":"https://openalex.org/P4404669912","host_organization_name":"Malikussaleh University","host_organization_lineage":["https://openalex.org/P4404669912"],"host_organization_lineage_names":["Malikussaleh University"],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Agrifo : Jurnal Agribisnis Universitas Malikussaleh","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Zero hunger","score":0.958299994468689,"id":"https://metadata.un.org/sdg/2"},{"display_name":"Responsible consumption and production","score":0.5925999879837036,"id":"https://metadata.un.org/sdg/12"},{"display_name":"Industry, innovation and infrastructure","score":0.428600013256073,"id":"https://metadata.un.org/sdg/9"},{"display_name":"No poverty","score":0.41670000553131104,"id":"https://metadata.un.org/sdg/1"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7225088014.pdf","grobid_xml":"https://content.openalex.org/works/W7225088014.grobid-xml"},"referenced_works_count":2,"referenced_works":["https://openalex.org/W2941962552","https://openalex.org/W4413763580"],"related_works":["https://openalex.org/W184161106","https://openalex.org/W7097443067","https://openalex.org/W2490046969","https://openalex.org/W2512320021","https://openalex.org/W3122565682","https://openalex.org/W4291825784","https://openalex.org/W6981366636","https://openalex.org/W4387055815","https://openalex.org/W2611636714","https://openalex.org/W2274501543"],"abstract_inverted_index":{"Way":[0,70,115],"Lima":[1,71,116],"District":[2,72,117],"in":[3,15,69,88,114,122],"Pesawaran":[4],"Regency":[5],"is":[6,118],"a":[7,57],"center":[8],"for":[9],"cocoa":[10,16,26,67,86,112],"production;":[11],"however,":[12],"inefficiencies":[13],"persist":[14],"farming":[17,31,87,113,137],"operations.This":[18],"study":[19],"aims":[20],"to":[21,129],"identify":[22],"the":[23,28,34,64,74,89,94,98,133],"factors":[24,65],"influencing":[25,66],"production,":[27],"level":[29],"of":[30,36,76,85,93],"efficiency,":[32],"and":[33,80,136],"causes":[35],"inefficiency.A":[37],"survey":[38],"method":[39],"employing":[40],"purposive":[41],"sampling":[42],"was":[43,49,107],"used,":[44],"involving":[45],"30":[46],"respondents.Data":[47],"analysis":[48],"conducted":[50],"using":[51],"Stochastic":[52],"Frontier":[53],"Analysis":[54],"(SFA)":[55],"with":[56],"Cobb-Douglas":[58],"production":[59,68],"function.The":[60],"results":[61],"indicate":[62,110],"that":[63,111],"are":[73],"number":[75],"plants,":[77],"NPK":[78],"fertilizer,":[79],"pesticides.The":[81],"average":[82,99,104],"technical":[83],"efficiency":[84,101,106],"district":[90],"reached":[91,102],"0.68":[92],"maximum":[95],"potential,":[96],"while":[97],"allocative":[100],"0.62.The":[103],"economic":[105,126],"1.84.These":[108],"findings":[109],"not":[119],"yet":[120],"efficient":[121],"technical,":[123],"allocative,":[124],"or":[125],"terms.Factors":[127],"contributing":[128],"this":[130],"inefficiency":[131],"include":[132],"farmer's":[134],"age":[135],"experience.":[138]},"counts_by_year":[],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2026-11-03T00:00:00"}
