{"id":"https://openalex.org/W3106563548","doi":"https://doi.org/10.3390/pharmacy8040228","title":"Effectiveness of an Advanced Clinical Decision Support System on Clinical Decision-Making Skills in a Call Center Medication Therapy Management Pharmacy Setting: A Pilot Study","display_name":"Effectiveness of an Advanced Clinical Decision Support System on Clinical Decision-Making Skills in a Call Center Medication Therapy Management Pharmacy Setting: A Pilot Study","publication_year":2020,"publication_date":"2020-11-25","ids":{"openalex":"https://openalex.org/W3106563548","doi":"https://doi.org/10.3390/pharmacy8040228","mag":"3106563548","pmid":"https://pubmed.ncbi.nlm.nih.gov/33255726","pmcid":"https://www.ncbi.nlm.nih.gov/pmc/articles/7712249"},"language":"en","primary_location":{"id":"doi:10.3390/pharmacy8040228","doi":"https://doi.org/10.3390/pharmacy8040228","is_oa":true,"landing_page_url":"https://doi.org/10.3390/pharmacy8040228","pdf_url":"https://www.mdpi.com/2226-4787/8/4/228/pdf?version=1606309797","source":{"id":"https://openalex.org/S4210228566","display_name":"Pharmacy","issn_l":"2226-4787","issn":["2226-4787"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","norway-1","poland-20","russia-white-list-3","vabb-shw"],"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Pharmacy","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2226-4787/8/4/228/pdf?version=1606309797","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5003647193","display_name":"Jennifer M. Bingham","orcid":"https://orcid.org/0000-0003-4855-9738","observed_orcids":["https://orcid.org/0000-0003-4855-9738","https://orcid.org/0000-0003-4892-7879"]},"institutions":[{"id":"https://openalex.org/I4405271950","display_name":"Tabula Rasa HealthCare (United States)","ror":"https://ror.org/03akc2z91","country_code":"US","type":"company","lineage":["https://openalex.org/I4405271950"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jennifer M. Bingham","raw_affiliation_strings":["Applied Precision Pharmacotherapy Institute, Tabula Rasa HealthCare, Tucson, AZ 85701, USA"],"raw_orcid":"https://orcid.org/0000-0003-4892-7879","affiliations":[{"raw_affiliation_string":"Applied Precision Pharmacotherapy Institute, Tabula Rasa HealthCare, Tucson, AZ 85701, USA","institution_ids":["https://openalex.org/I4405271950"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101655185","display_name":"V\u00e9ronique Michaud","orcid":"https://orcid.org/0000-0002-1399-6447","observed_orcids":["https://orcid.org/0000-0002-1399-6447","https://orcid.org/0000-0002-0504-5502"]},"institutions":[{"id":"https://openalex.org/I4405271950","display_name":"Tabula Rasa HealthCare (United States)","ror":"https://ror.org/03akc2z91","country_code":"US","type":"company","lineage":["https://openalex.org/I4405271950"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Veronique Michaud","raw_affiliation_strings":["Precision Pharmacotherapy Research & Development Institute, Tabula Rasa HealthCare, Lake Nona, FL 32827, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Precision Pharmacotherapy Research & Development Institute, Tabula Rasa HealthCare, Lake Nona, FL 32827, USA","institution_ids":["https://openalex.org/I4405271950"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080359453","display_name":"Jacques Turgeon","orcid":"https://orcid.org/0000-0002-7978-9280","observed_orcids":["https://orcid.org/0000-0002-7978-9280"]},"institutions":[{"id":"https://openalex.org/I4405271950","display_name":"Tabula Rasa HealthCare (United States)","ror":"https://ror.org/03akc2z91","country_code":"US","type":"company","lineage":["https://openalex.org/I4405271950"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jacques Turgeon","raw_affiliation_strings":["Precision Pharmacotherapy Research & Development Institute, Tabula Rasa HealthCare, Lake Nona, FL 32827, USA"],"raw_orcid":"https://orcid.org/0000-0002-7978-9280","affiliations":[{"raw_affiliation_string":"Precision Pharmacotherapy Research & Development Institute, Tabula Rasa HealthCare, Lake Nona, FL 32827, USA","institution_ids":["https://openalex.org/I4405271950"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078798370","display_name":"David Rhys Axon","orcid":"https://orcid.org/0000-0002-9903-5996","observed_orcids":["https://orcid.org/0000-0002-9903-5996"]},"institutions":[{"id":"https://openalex.org/I138006243","display_name":"University of Arizona","ror":"https://ror.org/03m2x1q45","country_code":"US","type":"education","lineage":["https://openalex.org/I138006243"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"David R. Axon","raw_affiliation_strings":["Department of Pharmaceutical Sciences, College of Pharmacy, University of Arizona, Tucson, AZ 85721, USA"],"raw_orcid":"https://orcid.org/0000-0002-9903-5996","affiliations":[{"raw_affiliation_string":"Department of Pharmaceutical Sciences, College of Pharmacy, University of Arizona, Tucson, AZ 85721, USA","institution_ids":["https://openalex.org/I138006243"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5078798370"],"corresponding_institution_ids":["https://openalex.org/I138006243"],"apc_list":{"value":1000,"currency":"CHF","value_usd":1056},"apc_paid":{"value":1000,"currency":"CHF","value_usd":1056},"fwci":0.1695,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.51715794,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":95},"biblio":{"volume":"8","issue":"4","first_page":"228","last_page":"228"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10350","display_name":"Electronic Health Records Systems","score":0.7494999766349792,"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":0.7494999766349792,"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/T10496","display_name":"Pharmaceutical Practices and Patient Outcomes","score":0.10779999941587448,"subfield":{"id":"https://openalex.org/subfields/2717","display_name":"Geriatrics and Gerontology"},"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/T13970","display_name":"Pharmacy and Medical Practices","score":0.09309999644756317,"subfield":{"id":"https://openalex.org/subfields/3611","display_name":"Pharmacy"},"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/clinical-decision-support-systems","display_name":"clinical decision support systems","score":0.9449999928474426},{"id":"https://openalex.org/keywords/medication-therapy-management","display_name":"medication therapy management","score":0.9750000238418579},{"id":"https://openalex.org/keywords/clinical-decision-making-skills","display_name":"clinical decision-making skills","score":0.9470000267028809},{"id":"https://openalex.org/keywords/pharmacy-education","display_name":"pharmacy education","score":0.6309999823570251},{"id":"https://openalex.org/keywords/medication-review","display_name":"medication review","score":0.30799999833106995}],"concepts":[{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.7990403175354004},{"id":"https://openalex.org/C104863432","wikidata":"https://www.wikidata.org/wiki/Q614304","display_name":"Pharmacy","level":2,"score":0.7912236452102661},{"id":"https://openalex.org/C206041023","wikidata":"https://www.wikidata.org/wiki/Q1751970","display_name":"Wilcoxon signed-rank test","level":3,"score":0.7058895826339722},{"id":"https://openalex.org/C2779457091","wikidata":"https://www.wikidata.org/wiki/Q105186","display_name":"Pharmacist","level":3,"score":0.6731308102607727},{"id":"https://openalex.org/C2777267654","wikidata":"https://www.wikidata.org/wiki/Q3519023","display_name":"Test (biology)","level":2,"score":0.5845094919204712},{"id":"https://openalex.org/C10446079","wikidata":"https://www.wikidata.org/wiki/Q155491","display_name":"Clinical pharmacy","level":3,"score":0.5590855479240417},{"id":"https://openalex.org/C2780670349","wikidata":"https://www.wikidata.org/wiki/Q12061588","display_name":"Medication therapy management","level":4,"score":0.5579135417938232},{"id":"https://openalex.org/C63527458","wikidata":"https://www.wikidata.org/wiki/Q5133829","display_name":"Clinical decision support system","level":3,"score":0.4934474527835846},{"id":"https://openalex.org/C2780665704","wikidata":"https://www.wikidata.org/wiki/Q959298","display_name":"Intervention (counseling)","level":2,"score":0.44368988275527954},{"id":"https://openalex.org/C512399662","wikidata":"https://www.wikidata.org/wiki/Q3505712","display_name":"Family medicine","level":1,"score":0.4297703206539154},{"id":"https://openalex.org/C1862650","wikidata":"https://www.wikidata.org/wiki/Q186005","display_name":"Physical therapy","level":1,"score":0.3398473262786865},{"id":"https://openalex.org/C12868164","wikidata":"https://www.wikidata.org/wiki/Q1424533","display_name":"Mann\u2013Whitney U test","level":2,"score":0.23878151178359985},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.21809393167495728},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.1941823959350586},{"id":"https://openalex.org/C159110408","wikidata":"https://www.wikidata.org/wiki/Q121176","display_name":"Nursing","level":1,"score":0.15798193216323853},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/pharmacy8040228","doi":"https://doi.org/10.3390/pharmacy8040228","is_oa":true,"landing_page_url":"https://doi.org/10.3390/pharmacy8040228","pdf_url":"https://www.mdpi.com/2226-4787/8/4/228/pdf?version=1606309797","source":{"id":"https://openalex.org/S4210228566","display_name":"Pharmacy","issn_l":"2226-4787","issn":["2226-4787"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","norway-1","poland-20","russia-white-list-3","vabb-shw"],"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Pharmacy","raw_type":"journal-article"},{"id":"pmid:33255726","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/33255726","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,"listed_in":[],"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":"Pharmacy (Basel, Switzerland)","raw_type":"Journal Article"},{"id":"pmh:oai:pubmedcentral.nih.gov:7712249","doi":null,"is_oa":true,"landing_page_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC7712249/","pdf_url":null,"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,"listed_in":[],"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","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Pharmacy (Basel)","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:6027289dc49c4f77a00d8abe8b022012","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/6027289dc49c4f77a00d8abe8b022012","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,"listed_in":[],"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":"Pharmacy, Vol 8, Iss 4, p 228 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/pharmacy8040228","doi":"https://doi.org/10.3390/pharmacy8040228","is_oa":true,"landing_page_url":"https://doi.org/10.3390/pharmacy8040228","pdf_url":"https://www.mdpi.com/2226-4787/8/4/228/pdf?version=1606309797","source":{"id":"https://openalex.org/S4210228566","display_name":"Pharmacy","issn_l":"2226-4787","issn":["2226-4787"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","norway-1","poland-20","russia-white-list-3","vabb-shw"],"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Pharmacy","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.9537000060081482,"id":"https://metadata.un.org/sdg/3"}],"study_designs":[{"display_name":"Clinical Trial","id":"https://openalex.org/study-designs/clinical-trial"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320318824","display_name":"Tabula Rasa HealthCare","ror":"https://ror.org/03akc2z91"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3106563548.pdf","grobid_xml":"https://content.openalex.org/works/W3106563548.grobid-xml"},"referenced_works_count":10,"referenced_works":["https://openalex.org/W2002702566","https://openalex.org/W2108129761","https://openalex.org/W2304087115","https://openalex.org/W2320276397","https://openalex.org/W2564966959","https://openalex.org/W2583895063","https://openalex.org/W2594732935","https://openalex.org/W2995735764","https://openalex.org/W3026513964","https://openalex.org/W4249076806"],"related_works":["https://openalex.org/W4401592439","https://openalex.org/W4405184935","https://openalex.org/W1576869441","https://openalex.org/W6941351836","https://openalex.org/W2131694113","https://openalex.org/W3198793401","https://openalex.org/W2026163498","https://openalex.org/W2007088723","https://openalex.org/W1984380300","https://openalex.org/W4388657631"],"abstract_inverted_index":{"(1)":[0],"Background:":[1],"There":[2,147,176],"is":[3],"limited":[4],"evidence":[5],"related":[6],"to":[7,35,141,195],"the":[8,18,37,44,83,98],"efficacy":[9],"of":[10,20,39,46,110,125,145,205],"advanced":[11,41,197],"clinical":[12,22,48,66,207],"decision":[13],"support":[14],"systems":[15],"(CDSS)":[16],"on":[17,43],"quantity":[19,45,204],"high-quality":[21],"recommendations":[23,50,208],"in":[24,51,74,90,152,209],"a":[25,52,108,128,149],"pharmacy-related":[26],"medication":[27],"therapy":[28],"management":[29],"(MTM)":[30],"setting.":[31,56,213],"The":[32,130],"study":[33,64],"aimed":[34],"assess":[36],"effect":[38],"an":[40,196,210],"CDSS":[42,198],"relevant":[47,206],"pharmacist":[49],"call":[53],"center":[54],"MTM":[55,72,211],"(2)":[57],"Methods:":[58],"This":[59],"pre-test/post-test":[60],"with":[61,107,201],"comparator":[62],"group":[63,118,132,154,183],"compared":[65],"skills":[67],"assessment":[68],"scores":[69,89,155],"between":[70,85,156,181],"certified":[71],"pharmacists":[73],"March":[75],"2020.":[76],"A":[77],"Wilcoxon":[78],"Signed":[79],"Rank":[80],"test":[81],"assessed":[82],"difference":[84],"pre-":[86,157,184],"and":[87,164,185],"post-test":[88,165,186],"both":[91],"groups.":[92],"(3)":[93],"Results:":[94],"Of":[95],"20":[96],"participants,":[97],"majority":[99],"were":[100,115],"less":[101,121,134],"than":[102,122,135],"40":[103],"years":[104,124,137,143],"old":[105],"(85%)":[106],"Doctor":[109],"Pharmacy":[111],"degree":[112],"(90%).":[113],"Nine":[114],"female.":[116],"Intervention":[117],"participants":[119],"had":[120,133],"three":[123,136],"experience":[126],"as":[127],"pharmacist.":[129],"control":[131,182],"(40%)":[138,144],"or":[139],"seven":[140],"ten":[142],"experience.":[146],"was":[148,177,199],"significant":[150,179],"increase":[151],"intervention":[153],"(median":[158,167],"=":[159,162,168,171,174,189],"3.0,":[160],"IQR":[161,170],"3.0)":[163],"segments":[166,187],"6.5,":[169],"4.0,":[172],"p":[173],"0.02).":[175],"no":[178],"change":[180],"(p":[188],"0.48).":[190],"(4)":[191],"Conclusion:":[192],"Pharmacist":[193],"exposure":[194],"associated":[200],"significantly":[202],"increased":[203],"pharmacy":[212]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2020-12-07T00:00:00"}