{"id":"https://openalex.org/W7224859216","doi":"https://doi.org/10.21522/tijar.2014.13.04.art032","title":"AI-Driven Automation for Health Facility Surveillance and Documentation Compliance: A Case Study of Daily Record Upload Monitoring Across Nigerian Health Facilities","display_name":"AI-Driven Automation for Health Facility Surveillance and Documentation Compliance: A Case Study of Daily Record Upload Monitoring Across Nigerian Health Facilities","publication_year":2026,"publication_date":"2026-10-30","ids":{"openalex":"https://openalex.org/W7224859216","doi":"https://doi.org/10.21522/tijar.2014.13.04.art032"},"language":"en","primary_location":{"id":"doi:10.21522/tijar.2014.13.04.art032","doi":"https://doi.org/10.21522/tijar.2014.13.04.art032","is_oa":true,"landing_page_url":"https://doi.org/10.21522/tijar.2014.13.04.art032","pdf_url":"https://www.texilajournal.com/v2/adminlogin/download.php?category=article&file=Academic_Research_Vol13_Issue4_Article_32.pdf","source":{"id":"https://openalex.org/S4393918751","display_name":"Texila international journal of academic research","issn_l":"2311-7672","issn":["2311-7672","2520-3088"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Texila International Journal of Academic Research","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://www.texilajournal.com/v2/adminlogin/download.php?category=article&file=Academic_Research_Vol13_Issue4_Article_32.pdf","any_repository_has_fulltext":false},"authorships":[],"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":0.88778701,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"13","issue":"04","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10350","display_name":"Electronic Health Records Systems","score":0.17640000581741333,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10350","display_name":"Electronic Health Records Systems","score":0.17640000581741333,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T13038","display_name":"Internet of Things and AI","score":0.13199999928474426,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.10130000114440918,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"artificial intelligence","score":0.847000002861023},{"id":"https://openalex.org/keywords/automation","display_name":"automation","score":0.7009999752044678},{"id":"https://openalex.org/keywords/documentation-compliance","display_name":"documentation compliance","score":0.8500000238418579},{"id":"https://openalex.org/keywords/health-data-monitoring","display_name":"health data monitoring","score":0.5270000100135803}],"concepts":[{"id":"https://openalex.org/C56666940","wikidata":"https://www.wikidata.org/wiki/Q788790","display_name":"Documentation","level":2,"score":0.7847999930381775},{"id":"https://openalex.org/C71901391","wikidata":"https://www.wikidata.org/wiki/Q7126699","display_name":"Upload","level":2,"score":0.7519999742507935},{"id":"https://openalex.org/C2775949068","wikidata":"https://www.wikidata.org/wiki/Q4260475","display_name":"Health facility","level":4,"score":0.5583000183105469},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.5365999937057495},{"id":"https://openalex.org/C545542383","wikidata":"https://www.wikidata.org/wiki/Q2751242","display_name":"Medical emergency","level":1,"score":0.4016000032424927},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.37049999833106995},{"id":"https://openalex.org/C3019952477","wikidata":"https://www.wikidata.org/wiki/Q1324077","display_name":"Health records","level":3,"score":0.34880000352859497},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3296999931335449},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.321399986743927},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.3005000054836273},{"id":"https://openalex.org/C138816342","wikidata":"https://www.wikidata.org/wiki/Q189603","display_name":"Public health","level":2,"score":0.29490000009536743},{"id":"https://openalex.org/C2776361769","wikidata":"https://www.wikidata.org/wiki/Q821775","display_name":"Public health surveillance","level":3,"score":0.28279998898506165},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2736000120639801},{"id":"https://openalex.org/C2986740045","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health services","level":3,"score":0.27300000190734863},{"id":"https://openalex.org/C2779473830","wikidata":"https://www.wikidata.org/wiki/Q1540899","display_name":"MEDLINE","level":2,"score":0.2718999981880188},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.265500009059906},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.2635999917984009}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.21522/tijar.2014.13.04.art032","doi":"https://doi.org/10.21522/tijar.2014.13.04.art032","is_oa":true,"landing_page_url":"https://doi.org/10.21522/tijar.2014.13.04.art032","pdf_url":"https://www.texilajournal.com/v2/adminlogin/download.php?category=article&file=Academic_Research_Vol13_Issue4_Article_32.pdf","source":{"id":"https://openalex.org/S4393918751","display_name":"Texila international journal of academic research","issn_l":"2311-7672","issn":["2311-7672","2520-3088"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Texila International Journal of Academic Research","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.21522/tijar.2014.13.04.art032","doi":"https://doi.org/10.21522/tijar.2014.13.04.art032","is_oa":true,"landing_page_url":"https://doi.org/10.21522/tijar.2014.13.04.art032","pdf_url":"https://www.texilajournal.com/v2/adminlogin/download.php?category=article&file=Academic_Research_Vol13_Issue4_Article_32.pdf","source":{"id":"https://openalex.org/S4393918751","display_name":"Texila international journal of academic research","issn_l":"2311-7672","issn":["2311-7672","2520-3088"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Texila International Journal of Academic Research","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.8048999905586243,"id":"https://metadata.un.org/sdg/3"},{"display_name":"Industry, innovation and infrastructure","score":0.5378999710083008,"id":"https://metadata.un.org/sdg/9"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7224859216.pdf","grobid_xml":"https://content.openalex.org/works/W7224859216.grobid-xml"},"referenced_works_count":15,"referenced_works":["https://openalex.org/W2074973224","https://openalex.org/W2108760064","https://openalex.org/W3151685851","https://openalex.org/W3193697854","https://openalex.org/W4403190595","https://openalex.org/W4406520213","https://openalex.org/W4409087860","https://openalex.org/W4409339174","https://openalex.org/W4411157732","https://openalex.org/W4411572536","https://openalex.org/W4412765736","https://openalex.org/W4415973984","https://openalex.org/W4416232450","https://openalex.org/W4416293819","https://openalex.org/W4417035620"],"related_works":["https://openalex.org/W2315206678","https://openalex.org/W4401288677","https://openalex.org/W2895564283","https://openalex.org/W7220914740","https://openalex.org/W2895377207","https://openalex.org/W7134240842","https://openalex.org/W1999797064","https://openalex.org/W2412456487","https://openalex.org/W7165518634","https://openalex.org/W7125188992"],"abstract_inverted_index":{"Health":[0],"facility":[1,115,179],"documentation":[2,130,156,180],"compliance":[3,152],"is":[4,19,116],"a":[5,55,64,86,90,96,104],"perennial":[6],"challenge":[7],"in":[8,15,144,176,181],"our":[9],"public":[10,59],"and":[11,28,36,48,75,103,112,131],"private":[12],"health":[13,26,34,81,142,154,178],"facilities":[14,143],"Nigeria.Timely":[16],"complete":[17],"reporting":[18],"important":[20],"for":[21,24,37,70],"disease":[22],"surveillance,":[23],"informing":[25],"planning":[27],"the":[29,41,78,100],"most":[30],"effective":[31,175],"use":[32],"of":[33,45,77,80,95,129,135,140,147,153,163],"resources,":[35],"policy":[38],"making":[39],"at":[40],"national":[42],"level.Non":[43],"availability":[44],"complete,":[46],"up-to-date":[47],"missing":[49],"routine":[50],"incidence":[51],"data":[52],"can":[53,173],"have":[54],"major":[56],"impact":[57],"on":[58],"health.This":[60],"paper":[61],"thus":[62],"presents":[63],"low-cost":[65,91,168],"innovative":[66],"Artificial":[67],"Intelligence":[68],"system":[69],"real":[71,132,150],"time":[72,133,151],"monitoring,":[73],"enforcement":[74],"tracking":[76],"upload":[79,128],"facility's":[82,155],"daily":[83],"report":[84],"to":[85,158],"central":[87],"server":[88],"using":[89],"technology":[92,172],"that":[93,167],"comprises":[94],"Telegram":[97],"bot":[98],"as":[99],"user":[101,123],"interface":[102],"no-code":[105],"workflow":[106],"automation":[107,171],"platform":[108],"n8n,":[109],"PostgreSQL":[110],"database":[111],"Google":[113],"Drive.The":[114],"completed":[117],"with":[118],"state":[119],"level":[120],"location,":[121],"session-based":[122],"authentication,":[124],"file":[125],"validation,":[126],"automatic":[127],"confirmation":[134],"successful":[136],"upload.A":[137],"case":[138],"study":[139],"96":[141],"several":[145],"states":[146],"Nigeria":[148],"confirmed":[149],"up":[157],"99%":[159],"within":[160],"24":[161],"hours":[162],"implementation.These":[164],"findings":[165],"confirm":[166],"mobile":[169],"friendly":[170],"be":[174],"improving":[177],"low":[182],"resources":[183],"settings.":[184]},"counts_by_year":[],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2026-10-31T00:00:00"}