{"id":"https://openalex.org/W4404229690","doi":"https://doi.org/10.1186/s12911-024-02750-6","title":"Systematic review and meta-analysis of workload among medical records coders in China","display_name":"Systematic review and meta-analysis of workload among medical records coders in China","publication_year":2024,"publication_date":"2024-11-11","ids":{"openalex":"https://openalex.org/W4404229690","doi":"https://doi.org/10.1186/s12911-024-02750-6","pmid":"https://pubmed.ncbi.nlm.nih.gov/39529097"},"language":"en","primary_location":{"id":"doi:10.1186/s12911-024-02750-6","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12911-024-02750-6","pdf_url":"https://bmcmedinformdecismak.biomedcentral.com/counter/pdf/10.1186/s12911-024-02750-6","source":{"id":"https://openalex.org/S107516304","display_name":"BMC Medical Informatics and Decision Making","issn_l":"1472-6947","issn":["1472-6947"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Medical Informatics and Decision Making","raw_type":"journal-article"},"type":"review","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://bmcmedinformdecismak.biomedcentral.com/counter/pdf/10.1186/s12911-024-02750-6","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100345653","display_name":"Yu Liu","orcid":"https://orcid.org/0000-0001-8196-3498"},"institutions":[{"id":"https://openalex.org/I4210127213","display_name":"Baotou Central Hospital","ror":"https://ror.org/031pkxq11","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210127213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yu Liu","raw_affiliation_strings":["Department of Medical Administration, Baotou Central Hospital, Baotou, Inner Mongolia, 014040, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Medical Administration, Baotou Central Hospital, Baotou, Inner Mongolia, 014040, China","institution_ids":["https://openalex.org/I4210127213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115597617","display_name":"Chao Wu","orcid":"https://orcid.org/0000-0002-1657-010X"},"institutions":[{"id":"https://openalex.org/I4210127213","display_name":"Baotou Central Hospital","ror":"https://ror.org/031pkxq11","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210127213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chao Wu","raw_affiliation_strings":["Department of Radiology, Baotou Central Hospital, Baotou, Inner Mongolia, 014040, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, Baotou Central Hospital, Baotou, Inner Mongolia, 014040, China","institution_ids":["https://openalex.org/I4210127213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033034127","display_name":"Meiling Cao","orcid":null},"institutions":[{"id":"https://openalex.org/I4210127213","display_name":"Baotou Central Hospital","ror":"https://ror.org/031pkxq11","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210127213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Meiling Cao","raw_affiliation_strings":["Department of Medical Information, Baotou Central Hospital, Baotou, Inner Mongolia, 014040, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Medical Information, Baotou Central Hospital, Baotou, Inner Mongolia, 014040, China","institution_ids":["https://openalex.org/I4210127213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101762182","display_name":"Chunyan Lei","orcid":"https://orcid.org/0000-0003-4024-0896"},"institutions":[{"id":"https://openalex.org/I4210127213","display_name":"Baotou Central Hospital","ror":"https://ror.org/031pkxq11","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210127213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chunyan Lei","raw_affiliation_strings":["Department of Medical Administration, Baotou Central Hospital, Baotou, Inner Mongolia, 014040, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Medical Administration, Baotou Central Hospital, Baotou, Inner Mongolia, 014040, China","institution_ids":["https://openalex.org/I4210127213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112101240","display_name":"Zhiqiang Zhou","orcid":null},"institutions":[{"id":"https://openalex.org/I4210127213","display_name":"Baotou Central Hospital","ror":"https://ror.org/031pkxq11","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210127213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiqiang Zhou","raw_affiliation_strings":["Department of Medical Administration, Baotou Central Hospital, Baotou, Inner Mongolia, 014040, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Medical Administration, Baotou Central Hospital, Baotou, Inner Mongolia, 014040, China","institution_ids":["https://openalex.org/I4210127213"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042493730","display_name":"Wenjing Ou","orcid":null},"institutions":[{"id":"https://openalex.org/I4210127213","display_name":"Baotou Central Hospital","ror":"https://ror.org/031pkxq11","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210127213"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Wenjing Ou","raw_affiliation_strings":["Department of Medical Administration, Baotou Central Hospital, Baotou, Inner Mongolia, 014040, China. ou185247745@163.com","Department of Medical Records and Statistics, Baotou Central Hospital, Baotou, Inner Mongolia, 014040, China. ou185247745@163.com"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Medical Administration, Baotou Central Hospital, Baotou, Inner Mongolia, 014040, China. ou185247745@163.com","institution_ids":["https://openalex.org/I4210127213"]},{"raw_affiliation_string":"Department of Medical Records and Statistics, Baotou Central Hospital, Baotou, Inner Mongolia, 014040, China. ou185247745@163.com","institution_ids":["https://openalex.org/I4210127213"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5042493730"],"corresponding_institution_ids":["https://openalex.org/I4210127213"],"apc_list":{"value":2690,"currency":"USD","value_usd":2690},"apc_paid":{"value":2690,"currency":"USD","value_usd":2690},"fwci":0.8657,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.73529412,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"24","issue":"1","first_page":"335","last_page":"335"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14400","display_name":"Medical Coding and Health Information","score":0.982699990272522,"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/T14400","display_name":"Medical Coding and Health Information","score":0.982699990272522,"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/T10391","display_name":"Healthcare Policy and Management","score":0.006300000008195639,"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/T11590","display_name":"Primary Care and Health Outcomes","score":0.001500000013038516,"subfield":{"id":"https://openalex.org/subfields/3600","display_name":"General Health Professions"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/workload","display_name":"Workload","score":0.8131347894668579},{"id":"https://openalex.org/keywords/health-informatics","display_name":"Health informatics","score":0.7454984188079834},{"id":"https://openalex.org/keywords/china","display_name":"China","score":0.6523607969284058},{"id":"https://openalex.org/keywords/meta-analysis","display_name":"Meta-analysis","score":0.6066334247589111},{"id":"https://openalex.org/keywords/medical-record","display_name":"Medical record","score":0.45979827642440796},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4439302384853363},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4031115174293518},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.37998124957084656},{"id":"https://openalex.org/keywords/public-health","display_name":"Public health","score":0.19932901859283447},{"id":"https://openalex.org/keywords/nursing","display_name":"Nursing","score":0.14612910151481628},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.11886218190193176}],"concepts":[{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.8131347894668579},{"id":"https://openalex.org/C145642194","wikidata":"https://www.wikidata.org/wiki/Q870895","display_name":"Health informatics","level":3,"score":0.7454984188079834},{"id":"https://openalex.org/C191935318","wikidata":"https://www.wikidata.org/wiki/Q148","display_name":"China","level":2,"score":0.6523607969284058},{"id":"https://openalex.org/C95190672","wikidata":"https://www.wikidata.org/wiki/Q815382","display_name":"Meta-analysis","level":2,"score":0.6066334247589111},{"id":"https://openalex.org/C195910791","wikidata":"https://www.wikidata.org/wiki/Q1324077","display_name":"Medical record","level":2,"score":0.45979827642440796},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4439302384853363},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4031115174293518},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.37998124957084656},{"id":"https://openalex.org/C138816342","wikidata":"https://www.wikidata.org/wiki/Q189603","display_name":"Public health","level":2,"score":0.19932901859283447},{"id":"https://openalex.org/C159110408","wikidata":"https://www.wikidata.org/wiki/Q121176","display_name":"Nursing","level":1,"score":0.14612910151481628},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.11886218190193176},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","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/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D002681","descriptor_name":"China","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002681","descriptor_name":"China","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002681","descriptor_name":"China","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002681","descriptor_name":"China","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002681","descriptor_name":"China","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002681","descriptor_name":"China","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008497","descriptor_name":"Medical Record Administrators","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008497","descriptor_name":"Medical Record Administrators","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008497","descriptor_name":"Medical Record Administrators","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008497","descriptor_name":"Medical Record Administrators","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008497","descriptor_name":"Medical Record Administrators","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008497","descriptor_name":"Medical Record Administrators","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016526","descriptor_name":"Workload","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016526","descriptor_name":"Workload","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016526","descriptor_name":"Workload","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016526","descriptor_name":"Workload","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016526","descriptor_name":"Workload","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016526","descriptor_name":"Workload","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D059019","descriptor_name":"Clinical Coding","qualifier_ui":"Q000592","qualifier_name":"standards","is_major_topic":false},{"descriptor_ui":"D059019","descriptor_name":"Clinical Coding","qualifier_ui":"Q000592","qualifier_name":"standards","is_major_topic":false},{"descriptor_ui":"D059019","descriptor_name":"Clinical Coding","qualifier_ui":"Q000592","qualifier_name":"standards","is_major_topic":false},{"descriptor_ui":"D059019","descriptor_name":"Clinical Coding","qualifier_ui":"Q000592","qualifier_name":"standards","is_major_topic":false},{"descriptor_ui":"D059019","descriptor_name":"Clinical Coding","qualifier_ui":"Q000592","qualifier_name":"standards","is_major_topic":false},{"descriptor_ui":"D059019","descriptor_name":"Clinical Coding","qualifier_ui":"Q000592","qualifier_name":"standards","is_major_topic":false}],"locations_count":4,"locations":[{"id":"doi:10.1186/s12911-024-02750-6","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12911-024-02750-6","pdf_url":"https://bmcmedinformdecismak.biomedcentral.com/counter/pdf/10.1186/s12911-024-02750-6","source":{"id":"https://openalex.org/S107516304","display_name":"BMC Medical Informatics and Decision Making","issn_l":"1472-6947","issn":["1472-6947"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Medical Informatics and Decision Making","raw_type":"journal-article"},{"id":"pmid:39529097","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39529097","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC medical informatics and decision making","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:11555796","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11555796","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC11555796/pdf/12911_2024_Article_2750.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BMC Med Inform Decis Mak","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:e2bfd588c69f4935a3ca44acf6aeed71","is_oa":true,"landing_page_url":"https://doaj.org/article/e2bfd588c69f4935a3ca44acf6aeed71","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BMC Medical Informatics and Decision Making, Vol 24, Iss 1, Pp 1-11 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1186/s12911-024-02750-6","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12911-024-02750-6","pdf_url":"https://bmcmedinformdecismak.biomedcentral.com/counter/pdf/10.1186/s12911-024-02750-6","source":{"id":"https://openalex.org/S107516304","display_name":"BMC Medical Informatics and Decision Making","issn_l":"1472-6947","issn":["1472-6947"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Medical Informatics and Decision Making","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4404229690.pdf","grobid_xml":"https://content.openalex.org/works/W4404229690.grobid-xml"},"referenced_works_count":18,"referenced_works":["https://openalex.org/W1535722486","https://openalex.org/W1545612600","https://openalex.org/W1985547591","https://openalex.org/W2002459530","https://openalex.org/W2018781855","https://openalex.org/W2039419042","https://openalex.org/W2059796825","https://openalex.org/W2064098694","https://openalex.org/W2792029344","https://openalex.org/W2887332899","https://openalex.org/W2991392384","https://openalex.org/W3085206041","https://openalex.org/W3134019758","https://openalex.org/W3217340555","https://openalex.org/W4210442766","https://openalex.org/W4320914437","https://openalex.org/W4390060515","https://openalex.org/W6646625957"],"related_works":["https://openalex.org/W2000785801","https://openalex.org/W986318368","https://openalex.org/W2384410913","https://openalex.org/W2352878646","https://openalex.org/W2004734601","https://openalex.org/W2130149817","https://openalex.org/W2990194547","https://openalex.org/W1480123525","https://openalex.org/W2620865396","https://openalex.org/W2414054180"],"abstract_inverted_index":{"This":[0],"systematic":[1],"review":[2],"and":[3,40,57,65,87,127,181,194,226,244,250,323,332,355],"meta-analysis":[4],"uncovered":[5],"that":[6],"in":[7,35,44,121,185,248,262,274,286,304],"China,":[8],"there\u2019s":[9],"a":[10,97,204,210,311],"shortage":[11,298],"of":[12,29,61,74,93,103,113,116,145,154,167,177,183,233,242,258,266,299,307,340],"medical":[13,30,75,105,117,146,178,246,280,292,300],"records":[14,31,76,147,247,281],"coding":[15,20,50,179,224,302,313,353,357],"staff,":[16,319],"coupled":[17,309],"with":[18,151,310],"heavy":[19],"workloads.":[21],"The":[22,72,139,236,264],"insights":[23],"gleaned":[24],"from":[25,132,191],"analyzing":[26],"the":[27,58,94,101,104,110,114,143,152,155,158,164,168,200,240,297,305,338,345,352],"allocation":[28,115,144],"to":[32,135,148],"full-time":[33,119,149],"coders":[34,120,156,243,273],"China":[36],"offer":[37],"valuable":[38],"guidance":[39],"benchmarks":[41],"for":[42,53,80,348],"hospitals":[43,193,252,276,288,331],"allocating":[45],"these":[46,329],"tasks.":[47],"Ensuring":[48],"accurate":[49],"is":[51],"pivotal":[52],"reliable":[54],"data":[55,190],"collection":[56],"effective":[59],"implementation":[60],"Diagnosis-Related":[62],"Groups":[63],"(DRGs)":[64],"Diagnosis":[66],"Intervention":[67],"Package":[68],"(DIP)":[69],"systems":[70],"nationwide.":[71],"homepage":[73],"holds":[77],"significant":[78,312],"importance":[79],"national":[81],"performance":[82],"assessments,":[83],"DIP":[84],"settlement":[85],"lists,":[86],"DRG":[88],"payments.":[89],"Coders,":[90],"as":[91],"auditors":[92],"codes,":[95],"wield":[96],"crucial":[98],"influence":[99],"on":[100,282],"quality":[102],"records\u2019":[106],"homepage.":[107],"To":[108],"analyze":[109],"general":[111],"situation":[112],"record":[118,301],"China.":[122,263],"CNKI,":[123],"Wanfang,":[124],"VIP,":[125],"PubMed":[126],"other":[128],"databases":[129],"were":[130,197],"searched":[131],"database":[133],"inception":[134],"November":[136],"31,":[137],"2023.":[138],"primary":[140,159],"outcome":[141],"was":[142],"coders,":[150,169,196,201],"workload":[153],"being":[157],"focus.":[160],"Secondary":[161],"outcomes":[162],"encompassed":[163],"professional":[165,174,206,349],"background":[166],"including":[170],"their":[171],"academic":[172],"qualifications,":[173],"titles,":[175,350],"possession":[176],"certificates,":[180,225],"years":[182,232],"experience":[184],"coding.":[186],"Eleven":[187],"studies,":[188],"comprising":[189],"1783":[192],"4448":[195],"analyzed.":[198],"Among":[199],"61%":[202,222],"had":[203,223,228],"medical-related":[205],"background,":[207],"62%":[208],"held":[209],"bachelor\u2019s":[211],"degree":[212],"or":[213,220],"higher,":[214,221],"54%":[215],"possessed":[216],"an":[217,254,324],"intermediate":[218],"title":[219,326],"51%":[227],"less":[229],"than":[230],"5":[231],"work":[234],"experience.":[235],"summary":[237],"findings":[238],"regarding":[239],"number":[241,265],"coded":[245,267,277,289],"secondary":[249,287],"tertiary":[251,275],"indicated":[253],"average":[255],"discharge":[256],"rate":[257],"22,704.0":[259],"per":[260],"hospital":[261],"cases":[268],"averaged":[269],"around":[270,290],"11,300.":[271],"Specifically,":[272],"approximately":[278],"12,049":[279],"average,":[283],"while":[284],"those":[285],"7,399":[291],"records.":[293],"Our":[294],"study":[295],"highlights":[296],"personnel":[303],"majority":[306],"hospitals,":[308],"workload,":[314,354],"low":[315],"educational":[316],"qualifications":[317],"among":[318],"short":[320],"working":[321],"hours,":[322],"imbalanced":[325],"structure.":[327],"Given":[328],"findings,":[330],"relevant":[333],"management":[334],"authorities":[335],"should":[336],"prioritize":[337],"recruitment":[339],"highly":[341],"educated":[342],"professionals,":[343],"streamline":[344],"assessment":[346],"process":[347],"alleviate":[351],"enhance":[356],"quality.":[358]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2026-08-05T07:39:15.569665","created_date":"2024-11-11T00:00:00"}