{"id":"https://openalex.org/W2796953878","doi":"https://doi.org/10.5334/dsj-2018-009","title":"Unpacking the \u2018Black Box\u2019 of Public Expenditure Data in Africa: Quantification of Agricultural Spending Using Mozambique\u2019s Budget Reports","display_name":"Unpacking the \u2018Black Box\u2019 of Public Expenditure Data in Africa: Quantification of Agricultural Spending Using Mozambique\u2019s Budget Reports","publication_year":2018,"publication_date":"2018-04-10","ids":{"openalex":"https://openalex.org/W2796953878","doi":"https://doi.org/10.5334/dsj-2018-009","mag":"2796953878"},"language":"en","primary_location":{"id":"doi:10.5334/dsj-2018-009","is_oa":true,"landing_page_url":"https://doi.org/10.5334/dsj-2018-009","pdf_url":null,"source":{"id":"https://openalex.org/S62969111","display_name":"Data Science Journal","issn_l":"1683-1470","issn":["1683-1470"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320511","host_organization_name":"Ubiquity Press","host_organization_lineage":["https://openalex.org/P4310320511"],"host_organization_lineage_names":["Ubiquity Press"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Data Science Journal","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.5334/dsj-2018-009","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5068923353","display_name":"Tewodaj Mogues","orcid":"https://orcid.org/0000-0002-3816-8445"},"institutions":[{"id":"https://openalex.org/I150314799","display_name":"International Food Policy Research Institute","ror":"https://ror.org/03pxz9p87","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I1286583668","https://openalex.org/I150314799"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Tewodaj Mogues","raw_affiliation_strings":["Development Strategy and Governance Division, International Food Policy Research Institute (IFPRI), Washington DC"],"affiliations":[{"raw_affiliation_string":"Development Strategy and Governance Division, International Food Policy Research Institute (IFPRI), Washington DC","institution_ids":["https://openalex.org/I150314799"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000147129","display_name":"L.R C\u00e1ceres","orcid":null},"institutions":[{"id":"https://openalex.org/I4210105197","display_name":"Ministry of Agriculture & Farmers Welfare","ror":"https://ror.org/01d1n9n57","country_code":"IN","type":"government","lineage":["https://openalex.org/I4210105197"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Leonardo Caceres","raw_affiliation_strings":["Bureau of Agricultural Studies and Policies, Ministry of Agriculture, Santiago"],"affiliations":[{"raw_affiliation_string":"Bureau of Agricultural Studies and Policies, Ministry of Agriculture, Santiago","institution_ids":["https://openalex.org/I4210105197"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5068923353"],"corresponding_institution_ids":["https://openalex.org/I150314799"],"apc_list":{"value":350,"currency":"GBP","value_usd":429},"apc_paid":{"value":350,"currency":"GBP","value_usd":429},"fwci":9.3382,"has_fulltext":true,"cited_by_count":15,"citation_normalized_percentile":{"value":0.97479063,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"17","issue":"0","first_page":"9","last_page":"9"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11770","display_name":"Fiscal Policy and Economic Growth","score":0.9994999766349792,"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"}},"topics":[{"id":"https://openalex.org/T11770","display_name":"Fiscal Policy and Economic Growth","score":0.9994999766349792,"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"}},{"id":"https://openalex.org/T11461","display_name":"Local Government Finance and Decentralization","score":0.9955999851226807,"subfield":{"id":"https://openalex.org/subfields/3320","display_name":"Political Science and International Relations"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11257","display_name":"Taxation and Compliance Studies","score":0.9872999787330627,"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/unpacking","display_name":"Unpacking","score":0.6958600282669067},{"id":"https://openalex.org/keywords/agriculture","display_name":"Agriculture","score":0.5503527522087097},{"id":"https://openalex.org/keywords/public-expenditure","display_name":"Public expenditure","score":0.5376499891281128},{"id":"https://openalex.org/keywords/government","display_name":"Government (linguistics)","score":0.5356763005256653},{"id":"https://openalex.org/keywords/public-sector","display_name":"Public sector","score":0.534896969795227},{"id":"https://openalex.org/keywords/public-economics","display_name":"Public economics","score":0.47430920600891113},{"id":"https://openalex.org/keywords/silver-bullet","display_name":"Silver bullet","score":0.4241343140602112},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.4137510061264038},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.39851295948028564},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.13805854320526123},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.10563188791275024},{"id":"https://openalex.org/keywords/public-finance","display_name":"Public finance","score":0.09165841341018677}],"concepts":[{"id":"https://openalex.org/C2777256151","wikidata":"https://www.wikidata.org/wiki/Q7897273","display_name":"Unpacking","level":2,"score":0.6958600282669067},{"id":"https://openalex.org/C118518473","wikidata":"https://www.wikidata.org/wiki/Q11451","display_name":"Agriculture","level":2,"score":0.5503527522087097},{"id":"https://openalex.org/C2777234743","wikidata":"https://www.wikidata.org/wiki/Q7257739","display_name":"Public expenditure","level":3,"score":0.5376499891281128},{"id":"https://openalex.org/C2778137410","wikidata":"https://www.wikidata.org/wiki/Q2732820","display_name":"Government (linguistics)","level":2,"score":0.5356763005256653},{"id":"https://openalex.org/C147859227","wikidata":"https://www.wikidata.org/wiki/Q294217","display_name":"Public sector","level":2,"score":0.534896969795227},{"id":"https://openalex.org/C100001284","wikidata":"https://www.wikidata.org/wiki/Q2248246","display_name":"Public economics","level":1,"score":0.47430920600891113},{"id":"https://openalex.org/C2776088982","wikidata":"https://www.wikidata.org/wiki/Q841402","display_name":"Silver bullet","level":2,"score":0.4241343140602112},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.4137510061264038},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.39851295948028564},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.13805854320526123},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.10563188791275024},{"id":"https://openalex.org/C178283979","wikidata":"https://www.wikidata.org/wiki/Q274490","display_name":"Public finance","level":2,"score":0.09165841341018677},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.5334/dsj-2018-009","is_oa":true,"landing_page_url":"https://doi.org/10.5334/dsj-2018-009","pdf_url":null,"source":{"id":"https://openalex.org/S62969111","display_name":"Data Science Journal","issn_l":"1683-1470","issn":["1683-1470"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320511","host_organization_name":"Ubiquity Press","host_organization_lineage":["https://openalex.org/P4310320511"],"host_organization_lineage_names":["Ubiquity Press"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Data Science Journal","raw_type":"journal-article"},{"id":"pmh:oai:ojs.datascience.codata.org:article/723","is_oa":true,"landing_page_url":"https://datascience.codata.org/jms/article/view/dsj-2018-009","pdf_url":"https://datascience.codata.org/jms/article/view/dsj-2018-009","source":{"id":"https://openalex.org/S62969111","display_name":"Data Science Journal","issn_l":"1683-1470","issn":["1683-1470"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320511","host_organization_name":"Ubiquity Press","host_organization_lineage":["https://openalex.org/P4310320511"],"host_organization_lineage_names":["Ubiquity Press"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Data Science Journal; Vol 17 (2018); 9","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:cdm15738.contentdm.oclc.org:p15738coll5/6226","is_oa":true,"landing_page_url":"http://cdm15738.contentdm.oclc.org/cdm/ref/collection/p15738coll5/id/6226","pdf_url":null,"source":{"id":"https://openalex.org/S4306400226","display_name":"IFPRI E-brary (International Food Policy Research Institute)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I150314799","host_organization_name":"International Food Policy Research Institute","host_organization_lineage":["https://openalex.org/I150314799"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Data Science Journal 17:9","raw_type":"Journal article"},{"id":"pmh:oai:doaj.org/article:d3e814bc98e34867bbe1d01458d9b548","is_oa":true,"landing_page_url":"https://doaj.org/article/d3e814bc98e34867bbe1d01458d9b548","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Data Science Journal, Vol 17 (2018)","raw_type":"article"},{"id":"pmh:oai:ebrary.ifpri.org:p15738coll5/6226","is_oa":true,"landing_page_url":"http://ebrary.ifpri.org/cdm/ref/collection/p15738coll5/id/6226","pdf_url":null,"source":{"id":"https://openalex.org/S4306400197","display_name":"International Food Policy Research Institute (International Food Policy Research Institute)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I150314799","host_organization_name":"International Food Policy Research Institute","host_organization_lineage":["https://openalex.org/I150314799"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Data Science Journal 17:9","raw_type":"Journal article"}],"best_oa_location":{"id":"doi:10.5334/dsj-2018-009","is_oa":true,"landing_page_url":"https://doi.org/10.5334/dsj-2018-009","pdf_url":null,"source":{"id":"https://openalex.org/S62969111","display_name":"Data Science Journal","issn_l":"1683-1470","issn":["1683-1470"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320511","host_organization_name":"Ubiquity Press","host_organization_lineage":["https://openalex.org/P4310320511"],"host_organization_lineage_names":["Ubiquity Press"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Data Science Journal","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320309434","display_name":"University of Wisconsin-Madison","ror":"https://ror.org/01y2jtd41"},{"id":"https://openalex.org/F4320317464","display_name":"International Fine Particle Research Institute","ror":"https://ror.org/05cf2bt40"},{"id":"https://openalex.org/F4320329182","display_name":"Consortium of International Agricultural Research Centers","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1003148019","https://openalex.org/W1586105508","https://openalex.org/W2051015727","https://openalex.org/W2136078637","https://openalex.org/W2213545586","https://openalex.org/W2320055443","https://openalex.org/W2536579151","https://openalex.org/W2759308451","https://openalex.org/W2784752498","https://openalex.org/W4230890607","https://openalex.org/W4254546686","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W3124233300","https://openalex.org/W2050370882","https://openalex.org/W3125152247","https://openalex.org/W3193553927","https://openalex.org/W2148976231","https://openalex.org/W3125832628","https://openalex.org/W2204934499","https://openalex.org/W3121402110","https://openalex.org/W2357115891","https://openalex.org/W1170973813"],"abstract_inverted_index":{"<p":[0],"class=\"p1\">This":[1],"paper":[2],"undertakes":[3],"a":[4,27,40,46,147,156,177,244],"detailed":[5],"examination":[6],"of":[7,12,25,86,121,136,146,149,159,198,211,233,248],"the":[8,23,56,78,83,113,134,144,196,205,212,225,239],"availability":[9],"and":[10,33,67,80,192,215,246],"quality":[11],"data":[13,70,97,116],"on":[14,49,224],"public":[15,50,74,91,122,160,166,199],"expenditures":[16],"in":[17,19,102,143],"agriculture":[18],"Africa.":[20],"We":[21,54,94],"consider":[22],"case":[24],"Mozambique,":[26],"country":[28],"characterised":[29],"by":[30,39],"low":[31,34],"income":[32],"administrative":[35],"capacity,":[36,168],"but":[37,109],"also":[38,110],"policy":[41],"environment":[42],"that":[43,96,117,172],"has":[44,106,170],"turned":[45],"focused":[47],"lens":[48],"funding":[51],"to":[52,58,65,71,77,81,130,154,179,185,190,202,208,220],"agriculture.":[53,203],"explore":[55],"extent":[57],"which":[59,241],"domestic":[60,231],"analysts":[61],"may":[62],"be":[63,180,221],"able":[64],"access":[66],"use":[68,186],"such":[69,234],"reliably":[72,194],"quantify":[73],"resource":[75],"allocation":[76],"sector,":[79],"unpack":[82],"\u2018black":[84],"box\u2019":[85],"what":[87],"goes":[88],"into":[89],"country-level":[90],"expenditure":[92],"statistics.":[93],"find":[95],"are,":[98],"surprisingly,":[99],"freely":[100],"available":[101],"great":[103],"abundance.":[104],"This":[105],"encouraging":[107],"aspects":[108],"pitfalls:":[111],"On":[112],"one":[114,189],"hand,":[115],"are":[118,124],"often":[119],"out":[120],"sight":[123],"openly":[125],"accessible":[126],"for":[127],"Mozambican":[128],"researchers":[129],"draw":[131],"upon.":[132],"But":[133],"drawback":[135],"high":[137],"abundance":[138],"emanates":[139],"from":[140],"its":[141],"manifestation":[142],"form":[145],"proliferation":[148],"multiple":[150],"classification":[151,174,213],"systems":[152],"used":[153],"create":[155],"fine":[157],"disaggregation":[158],"funds":[161],"data;":[162],"given":[163],"Mozambique\u2019s":[164],"limited":[165],"sector":[167],"this":[169,217],"meant":[171],"each":[173],"system":[175],"leaves":[176],"lot":[178],"desired,":[181],"making":[182],"it":[183],"hard":[184,206],"any":[187],"single":[188],"accurately":[191],"fully":[193],"reconstruct":[195],"amount":[197],"resources":[200],"going":[201],"Making":[204],"choice":[207],"eliminate":[209],"some":[210],"systems,":[214],"dedicate":[216],"freed-up":[218],"capacity":[219],"more":[222],"thorough":[223],"retained":[226],"ones,":[227],"would":[228],"better":[229],"serve":[230],"users":[232],"data,":[235],"as":[236,238],"well":[237],"government,":[240],"is":[242],"both":[243],"consumer":[245],"producer":[247],"these":[249],"data.":[250]},"counts_by_year":[{"year":2020,"cited_by_count":14},{"year":2018,"cited_by_count":1}],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2018-04-24T00:00:00"}
