{"id":"https://openalex.org/W2794769385","doi":null,"title":"Pharmaceutical stock-out in Uganda, Kenya and Ghana","display_name":"Pharmaceutical stock-out in Uganda, Kenya and Ghana","publication_year":2013,"publication_date":"2013-11-14","ids":{"openalex":"https://openalex.org/W2794769385","mag":"2794769385"},"language":"en","primary_location":{"id":"pmh:oai:digital.lib.washington.edu:1773/24274","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/1773/24274","pdf_url":"http://hdl.handle.net/1773/24274","source":{"id":"https://openalex.org/S4306401128","display_name":"ResearchWorks at the University of Washington (University of Washington)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I201448701","host_organization_name":"University of Washington","host_organization_lineage":["https://openalex.org/I201448701"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Thesis"},"volume":null,"type":"dissertation","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/1773/24274","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5055733335","display_name":"Samuel H. Masters","orcid":"https://orcid.org/0000-0001-7581-8219","observed_orcids":["https://orcid.org/0000-0001-7581-8219"]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Samuel H. Masters","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0001-7581-8219","affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5055733335"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11792","display_name":"Pharmaceutical Economics and Policy","score":0.9028000235557556,"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/T11792","display_name":"Pharmaceutical Economics and Policy","score":0.9028000235557556,"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/T11531","display_name":"Healthcare Systems and Reforms","score":0.044599998742341995,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10328","display_name":"Supply Chain and Inventory Management","score":0.011500000022351742,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/essential-medicines-availability","display_name":"essential medicines availability","score":0.7490000128746033},{"id":"https://openalex.org/keywords/car-availability","display_name":"vehicle availability","score":0.746999979019165},{"id":"https://openalex.org/keywords/health-system-capacity","display_name":"health system capacity","score":0.3840000033378601},{"id":"https://openalex.org/keywords/uganda","display_name":"Uganda","score":0.5429999828338623},{"id":"https://openalex.org/keywords/kenya","display_name":"Kenya","score":1.0},{"id":"https://openalex.org/keywords/ghana","display_name":"Ghana","score":1.0}],"concepts":[{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.46674472093582153}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:digital.lib.washington.edu:1773/24274","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/1773/24274","pdf_url":"http://hdl.handle.net/1773/24274","source":{"id":"https://openalex.org/S4306401128","display_name":"ResearchWorks at the University of Washington (University of Washington)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I201448701","host_organization_name":"University of Washington","host_organization_lineage":["https://openalex.org/I201448701"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Thesis"},{"id":"mag:2794769385","doi":null,"is_oa":false,"landing_page_url":"https://digital.lib.washington.edu:443/researchworks/bitstream/1773/24274/1/Masters_washington_0250O_12163.pdf","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":{"id":"pmh:oai:digital.lib.washington.edu:1773/24274","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/1773/24274","pdf_url":"http://hdl.handle.net/1773/24274","source":{"id":"https://openalex.org/S4306401128","display_name":"ResearchWorks at the University of Washington (University of Washington)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I201448701","host_organization_name":"University of Washington","host_organization_lineage":["https://openalex.org/I201448701"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Thesis"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.6240000128746033,"display_name":"Good health and well-being"},{"id":"https://metadata.un.org/sdg/9","score":0.5378999710083008,"display_name":"Industry, innovation and infrastructure"}],"study_designs":[{"id":"https://openalex.org/study-designs/observational-study","display_name":"Observational Study"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2794769385.pdf","grobid_xml":"https://content.openalex.org/works/W2794769385.grobid-xml"},"referenced_works_count":19,"referenced_works":["https://openalex.org/W1964139689","https://openalex.org/W1970723866","https://openalex.org/W1992404236","https://openalex.org/W2039472181","https://openalex.org/W2045803552","https://openalex.org/W2079721479","https://openalex.org/W2082413081","https://openalex.org/W2086015900","https://openalex.org/W2091506708","https://openalex.org/W2097950056","https://openalex.org/W2122047846","https://openalex.org/W2125065061","https://openalex.org/W2133827220","https://openalex.org/W2135726203","https://openalex.org/W2136786020","https://openalex.org/W2138025471","https://openalex.org/W2139048806","https://openalex.org/W2164791654","https://openalex.org/W2169809559"],"related_works":["https://openalex.org/W2948584671","https://openalex.org/W7140773697","https://openalex.org/W4301958562","https://openalex.org/W1966174923","https://openalex.org/W7017604143","https://openalex.org/W2226126416","https://openalex.org/W2955790358","https://openalex.org/W7135275852","https://openalex.org/W7214866972","https://openalex.org/W2270572362"],"abstract_inverted_index":{"In":[0],"this":[1],"study":[2],"we":[3,37],"utilize":[4],"facility":[5,33,64,72],"level":[6],"data":[7],"from":[8],"three":[9],"nationally":[10],"representative":[11],"surveys":[12],"conducted":[13],"in":[14],"Uganda,":[15],"Kenya":[16],"and":[17,24,65],"Ghana.We":[18],"analyze":[19,44],"the":[20,26,63,71],"availability":[21],"of":[22,28,35,46,59,67],"pharmaceuticals":[23,48],"quantify":[25],"effect":[27],"various":[29],"factors":[30],"that":[31,56],"affect":[32],"stock-out":[34,45],"pharmaceuticals.Specifically,":[36],"use":[38],"a":[39,60,68],"binomial":[40],"regression":[41],"model":[42],"to":[43,50],"essential":[47],"required":[49],"alleviate":[51],"national":[52],"disease":[53],"burden.We":[54],"find":[55],"both":[57],"presence":[58,66],"lab":[61],"at":[62,70],"vehicle":[69],"are":[73],"significantly":[74],"associated":[75],"with":[76],"reduced":[77],"stock-out.":[78]},"counts_by_year":[],"updated_date":"2026-11-08T12:12:28.789561","created_date":"2018-04-06T00:00:00"}