{"id":"https://openalex.org/W3114479685","doi":"https://doi.org/10.1186/s12911-021-01468-z","title":"A principal components analysis of factors associated with successful implementation of an LVAD decision support tool","display_name":"A principal components analysis of factors associated with successful implementation of an LVAD decision support tool","publication_year":2021,"publication_date":"2021-03-20","ids":{"openalex":"https://openalex.org/W3114479685","doi":"https://doi.org/10.1186/s12911-021-01468-z","mag":"3114479685","pmid":"https://pubmed.ncbi.nlm.nih.gov/33743685"},"language":"en","primary_location":{"id":"doi:10.1186/s12911-021-01468-z","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12911-021-01468-z","pdf_url":"https://bmcmedinformdecismak.biomedcentral.com/counter/pdf/10.1186/s12911-021-01468-z","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","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Medical Informatics and Decision Making","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://bmcmedinformdecismak.biomedcentral.com/counter/pdf/10.1186/s12911-021-01468-z","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5045309866","display_name":"Kristin M. Kostick","orcid":"https://orcid.org/0000-0003-2510-0174"},"institutions":[{"id":"https://openalex.org/I181547552","display_name":"Baylor College of Medicine","ror":"https://ror.org/02pttbw34","country_code":"US","type":"education","lineage":["https://openalex.org/I181547552","https://openalex.org/I2801539370"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Kristin M. Kostick","raw_affiliation_strings":["Center for Medical Ethics and Health Policy, Baylor College of Medicine, One Baylor Plaza MC: 420, Houston, TX, 77030, USA. kristin.kostick@bcm.edu","Center for Medical Ethics and Health Policy, Baylor College of Medicine, One Baylor Plaza MC: 420, Houston, TX, 77030, USA"],"raw_orcid":"https://orcid.org/0000-0003-2510-0174","affiliations":[{"raw_affiliation_string":"Center for Medical Ethics and Health Policy, Baylor College of Medicine, One Baylor Plaza MC: 420, Houston, TX, 77030, USA. kristin.kostick@bcm.edu","institution_ids":["https://openalex.org/I181547552"]},{"raw_affiliation_string":"Center for Medical Ethics and Health Policy, Baylor College of Medicine, One Baylor Plaza MC: 420, Houston, TX, 77030, USA","institution_ids":["https://openalex.org/I181547552"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010408247","display_name":"Meredith Trejo","orcid":"https://orcid.org/0000-0003-2719-6050"},"institutions":[{"id":"https://openalex.org/I181547552","display_name":"Baylor College of Medicine","ror":"https://ror.org/02pttbw34","country_code":"US","type":"education","lineage":["https://openalex.org/I181547552","https://openalex.org/I2801539370"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Meredith Trejo","raw_affiliation_strings":["Center for Medical Ethics and Health Policy, Baylor College of Medicine, One Baylor Plaza MC: 420, Houston, TX, 77030, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Medical Ethics and Health Policy, Baylor College of Medicine, One Baylor Plaza MC: 420, Houston, TX, 77030, USA","institution_ids":["https://openalex.org/I181547552"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015999831","display_name":"Arvind Bhimaraj","orcid":"https://orcid.org/0000-0003-3042-8027"},"institutions":[{"id":"https://openalex.org/I4210092922","display_name":"Methodist Hospital","ror":"https://ror.org/00g635h87","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1283055418","https://openalex.org/I4210092922","https://openalex.org/I4388446366","https://openalex.org/I4388446366","https://openalex.org/I592451","https://openalex.org/I592451"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Arvind Bhimaraj","raw_affiliation_strings":["Division of Heart Failure, Houston Methodist Hospital, Smith Tower, 6550 Fannin St., Ste 1901, Houston, TX, 77030, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Heart Failure, Houston Methodist Hospital, Smith Tower, 6550 Fannin St., Ste 1901, Houston, TX, 77030, USA","institution_ids":["https://openalex.org/I4210092922"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037153489","display_name":"Andrew B. Civitello","orcid":"https://orcid.org/0000-0003-0731-1891"},"institutions":[{"id":"https://openalex.org/I3017797175","display_name":"St. Luke's Hospital","ror":"https://ror.org/053vdeh68","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I3017797175"]},{"id":"https://openalex.org/I4210136097","display_name":"St. Luke's Hospital","ror":"https://ror.org/03txk6b49","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I2802661869","https://openalex.org/I4210136097"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Andrew Civitello","raw_affiliation_strings":["Baylor St. Luke's Medical Center, Texas Heart Institute, 7200 Cambridge Street, Ste 6C, Houston, TX, 77030, USA","Baylor St. Luke\u2019s Medical Center, Texas Heart Institute, 7200 Cambridge Street, Ste 6C, Houston, TX, 77030, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Baylor St. Luke's Medical Center, Texas Heart Institute, 7200 Cambridge Street, Ste 6C, Houston, TX, 77030, USA","institution_ids":["https://openalex.org/I4210136097"]},{"raw_affiliation_string":"Baylor St. Luke\u2019s Medical Center, Texas Heart Institute, 7200 Cambridge Street, Ste 6C, Houston, TX, 77030, USA","institution_ids":["https://openalex.org/I3017797175"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003988346","display_name":"Jonathan Grinstein","orcid":"https://orcid.org/0000-0002-7053-8928"},"institutions":[{"id":"https://openalex.org/I40347166","display_name":"University of Chicago","ror":"https://ror.org/024mw5h28","country_code":"US","type":"education","lineage":["https://openalex.org/I40347166"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jonathan Grinstein","raw_affiliation_strings":["Duchossois Center for Advanced Medicine - Hyde Park, University of Chicago Medicine, 5758 S. Maryland Ave., Chicago, IL, 60637, USA","Duchossois Center for Advanced Medicine \u2013 Hyde Park, University of Chicago Medicine, 5758 S. Maryland Ave., Chicago, IL, 60637, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Duchossois Center for Advanced Medicine - Hyde Park, University of Chicago Medicine, 5758 S. Maryland Ave., Chicago, IL, 60637, USA","institution_ids":["https://openalex.org/I40347166"]},{"raw_affiliation_string":"Duchossois Center for Advanced Medicine \u2013 Hyde Park, University of Chicago Medicine, 5758 S. Maryland Ave., Chicago, IL, 60637, USA","institution_ids":["https://openalex.org/I40347166"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015075613","display_name":"Douglas Horstmanshof","orcid":"https://orcid.org/0000-0002-9928-7683"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Douglas Horstmanshof","raw_affiliation_strings":["INTREGIS Advanced Cardiac Care, 3400 N.W. Expressway, Bldg C. Suite 200, Oklahoma City, OK, 73112, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"INTREGIS Advanced Cardiac Care, 3400 N.W. Expressway, Bldg C. Suite 200, Oklahoma City, OK, 73112, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019651197","display_name":"Ulrich P. Jorde","orcid":"https://orcid.org/0000-0002-9476-6466"},"institutions":[{"id":"https://openalex.org/I1335289525","display_name":"Montefiore Medical Center","ror":"https://ror.org/044ntvm43","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1335289525"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ulrich P. Jorde","raw_affiliation_strings":["Division of Cardiology, Montefiore Medical Center, Bronx, NY, 10467, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Cardiology, Montefiore Medical Center, Bronx, NY, 10467, USA","institution_ids":["https://openalex.org/I1335289525"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069362364","display_name":"Matthias Loebe","orcid":"https://orcid.org/0000-0001-5694-0913"},"institutions":[{"id":"https://openalex.org/I4210101935","display_name":"University of Miami Health System","ror":"https://ror.org/00zw9nc64","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I145608581","https://openalex.org/I4210101935"]},{"id":"https://openalex.org/I4210150232","display_name":"Miami Transplant Institute","ror":"https://ror.org/05cpqsp49","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I145608581","https://openalex.org/I4210089954","https://openalex.org/I4210101935","https://openalex.org/I4210150232"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Matthias Loebe","raw_affiliation_strings":["Miami Transplant Institute, University of Miami Health System, Miami, FL, 33136, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Miami Transplant Institute, University of Miami Health System, Miami, FL, 33136, USA","institution_ids":["https://openalex.org/I4210101935","https://openalex.org/I4210150232"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056960938","display_name":"Mandeep R. Mehra","orcid":"https://orcid.org/0000-0001-8683-7044"},"institutions":[{"id":"https://openalex.org/I1283280774","display_name":"Brigham and Women's Hospital","ror":"https://ror.org/04b6nzv94","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1283280774","https://openalex.org/I48633490"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mandeep R. Mehra","raw_affiliation_strings":["Cardiovascular Medicine, Brigham and Women's Hospital, 75 Francis St., Boston, MA, 02115, USA","Cardiovascular Medicine, Brigham and Women\u2019s Hospital, 75 Francis St., Boston, MA, 02115, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cardiovascular Medicine, Brigham and Women's Hospital, 75 Francis St., Boston, MA, 02115, USA","institution_ids":["https://openalex.org/I1283280774"]},{"raw_affiliation_string":"Cardiovascular Medicine, Brigham and Women\u2019s Hospital, 75 Francis St., Boston, MA, 02115, USA","institution_ids":["https://openalex.org/I1283280774"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070856285","display_name":"Nasir Sulemanjee","orcid":"https://orcid.org/0000-0001-6715-4221"},"institutions":[{"id":"https://openalex.org/I4210119112","display_name":"Aurora St. Luke's Medical Center","ror":"https://ror.org/02kak3e04","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I117397414","https://openalex.org/I4210119112"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nasir Z. Sulemanjee","raw_affiliation_strings":["Aurora St. Luke's Medical Center, 2900 W Oklahoma Ave, Milwaukee, WI, 53215, USA","Aurora St. Luke\u2019s Medical Center, 2900 W Oklahoma Ave, Milwaukee, WI, 53215, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aurora St. Luke's Medical Center, 2900 W Oklahoma Ave, Milwaukee, WI, 53215, USA","institution_ids":["https://openalex.org/I4210119112"]},{"raw_affiliation_string":"Aurora St. Luke\u2019s Medical Center, 2900 W Oklahoma Ave, Milwaukee, WI, 53215, USA","institution_ids":["https://openalex.org/I4210119112"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021254198","display_name":"Vinay Thohan","orcid":"https://orcid.org/0000-0002-7324-8598"},"institutions":[{"id":"https://openalex.org/I4210119762","display_name":"Asheville Cardiology Associates","ror":"https://ror.org/02nwxch96","country_code":"US","type":"other","lineage":["https://openalex.org/I4210119762"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vinay Thohan","raw_affiliation_strings":["Asheville Cardiology Associates, 5 Vanderbilt Park Dr., Asheville, NC, 28803, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Asheville Cardiology Associates, 5 Vanderbilt Park Dr., Asheville, NC, 28803, USA","institution_ids":["https://openalex.org/I4210119762"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014510253","display_name":"Barry Trachtenberg","orcid":"https://orcid.org/0000-0003-1700-9565"},"institutions":[{"id":"https://openalex.org/I4210092922","display_name":"Methodist Hospital","ror":"https://ror.org/00g635h87","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1283055418","https://openalex.org/I4210092922","https://openalex.org/I4388446366","https://openalex.org/I4388446366","https://openalex.org/I592451","https://openalex.org/I592451"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Barry H. Trachtenberg","raw_affiliation_strings":["Division of Heart Failure, Houston Methodist Hospital, Smith Tower, 6550 Fannin St., Ste 1901, Houston, TX, 77030, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Heart Failure, Houston Methodist Hospital, Smith Tower, 6550 Fannin St., Ste 1901, Houston, TX, 77030, USA","institution_ids":["https://openalex.org/I4210092922"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010237143","display_name":"Nir Uriel","orcid":"https://orcid.org/0000-0003-2301-3587"},"institutions":[{"id":"https://openalex.org/I14334203","display_name":"Penn Presbyterian Medical Center","ror":"https://ror.org/00swv7d52","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I14334203","https://openalex.org/I4210143392"]},{"id":"https://openalex.org/I2799503643","display_name":"Columbia University Irving Medical Center","ror":"https://ror.org/01esghr10","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I2799503643"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nir Uriel","raw_affiliation_strings":["Columbia Presbyterian Medical Center, Columbia University Irving Medical Center, 622 West 168th St., Room 129, New York, NY, 10032, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Columbia Presbyterian Medical Center, Columbia University Irving Medical Center, 622 West 168th St., Room 129, New York, NY, 10032, USA","institution_ids":["https://openalex.org/I2799503643","https://openalex.org/I14334203"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085827289","display_name":"Robert J. Volk","orcid":"https://orcid.org/0000-0001-8811-5854"},"institutions":[{"id":"https://openalex.org/I1343551460","display_name":"The University of Texas MD Anderson Cancer Center","ror":"https://ror.org/04twxam07","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1343551460"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Robert J. Volk","raw_affiliation_strings":["Department of Health Services Research, Division of Cancer Prevention and Population Services, University of Texas MD Anderson Cancer Center, 1515 Holcombe Blvd., Unit 1465, Houston, TX, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Health Services Research, Division of Cancer Prevention and Population Services, University of Texas MD Anderson Cancer Center, 1515 Holcombe Blvd., Unit 1465, Houston, TX, USA","institution_ids":["https://openalex.org/I1343551460"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053472875","display_name":"Jerry D. Estep","orcid":"https://orcid.org/0000-0002-6447-1747"},"institutions":[{"id":"https://openalex.org/I1316902750","display_name":"Cleveland Clinic","ror":"https://ror.org/03xjacd83","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1316902750"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jerry D. Estep","raw_affiliation_strings":["Miller Family Heart and Vascular Institute, Cleveland Clinic, 9500 Euclid Ave., Cleveland, OH, 44195, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Miller Family Heart and Vascular Institute, Cleveland Clinic, 9500 Euclid Ave., Cleveland, OH, 44195, USA","institution_ids":["https://openalex.org/I1316902750"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5109779781","display_name":"J. S. Blumenthal\u2010Barby","orcid":null},"institutions":[{"id":"https://openalex.org/I181547552","display_name":"Baylor College of Medicine","ror":"https://ror.org/02pttbw34","country_code":"US","type":"education","lineage":["https://openalex.org/I181547552","https://openalex.org/I2801539370"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"J. S. Blumenthal-Barby","raw_affiliation_strings":["Center for Medical Ethics and Health Policy, Baylor College of Medicine, One Baylor Plaza MC: 420, Houston, TX, 77030, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Medical Ethics and Health Policy, Baylor College of Medicine, One Baylor Plaza MC: 420, Houston, TX, 77030, USA","institution_ids":["https://openalex.org/I181547552"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":16,"corresponding_author_ids":["https://openalex.org/A5045309866"],"corresponding_institution_ids":["https://openalex.org/I181547552"],"apc_list":{"value":1570,"currency":"GBP","value_usd":1925},"apc_paid":{"value":1570,"currency":"GBP","value_usd":1925},"fwci":1.5262,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.84098265,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"21","issue":"1","first_page":"106","last_page":"106"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10629","display_name":"Health Policy Implementation Science","score":0.39959999918937683,"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"}},"topics":[{"id":"https://openalex.org/T10629","display_name":"Health Policy Implementation Science","score":0.39959999918937683,"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"}},{"id":"https://openalex.org/T11678","display_name":"Healthcare Decision-Making and Restraints","score":0.16380000114440918,"subfield":{"id":"https://openalex.org/subfields/3203","display_name":"Clinical Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10827","display_name":"Patient-Provider Communication in Healthcare","score":0.06939999759197235,"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/descriptive-statistics","display_name":"Descriptive statistics","score":0.7517574429512024},{"id":"https://openalex.org/keywords/psychological-intervention","display_name":"Psychological intervention","score":0.6047180891036987},{"id":"https://openalex.org/keywords/health-informatics","display_name":"Health informatics","score":0.5905225276947021},{"id":"https://openalex.org/keywords/principal","display_name":"Principal (computer security)","score":0.5517992377281189},{"id":"https://openalex.org/keywords/decision-aids","display_name":"Decision aids","score":0.5207945704460144},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.48877474665641785},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.4683339595794678},{"id":"https://openalex.org/keywords/clinical-decision-support-system","display_name":"Clinical decision support system","score":0.45501840114593506},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.426497220993042},{"id":"https://openalex.org/keywords/decision-support-system","display_name":"Decision support system","score":0.40766197443008423},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.39202630519866943},{"id":"https://openalex.org/keywords/nursing","display_name":"Nursing","score":0.3263701796531677},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3028612434864044},{"id":"https://openalex.org/keywords/public-health","display_name":"Public health","score":0.2624449133872986},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.24524474143981934},{"id":"https://openalex.org/keywords/environmental-health","display_name":"Environmental health","score":0.19101858139038086},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.13240769505500793}],"concepts":[{"id":"https://openalex.org/C39896193","wikidata":"https://www.wikidata.org/wiki/Q380344","display_name":"Descriptive statistics","level":2,"score":0.7517574429512024},{"id":"https://openalex.org/C27415008","wikidata":"https://www.wikidata.org/wiki/Q7256382","display_name":"Psychological intervention","level":2,"score":0.6047180891036987},{"id":"https://openalex.org/C145642194","wikidata":"https://www.wikidata.org/wiki/Q870895","display_name":"Health informatics","level":3,"score":0.5905225276947021},{"id":"https://openalex.org/C144559511","wikidata":"https://www.wikidata.org/wiki/Q2986279","display_name":"Principal (computer security)","level":2,"score":0.5517992377281189},{"id":"https://openalex.org/C2780033181","wikidata":"https://www.wikidata.org/wiki/Q24962805","display_name":"Decision aids","level":3,"score":0.5207945704460144},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.48877474665641785},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.4683339595794678},{"id":"https://openalex.org/C63527458","wikidata":"https://www.wikidata.org/wiki/Q5133829","display_name":"Clinical decision support system","level":3,"score":0.45501840114593506},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.426497220993042},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.40766197443008423},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.39202630519866943},{"id":"https://openalex.org/C159110408","wikidata":"https://www.wikidata.org/wiki/Q121176","display_name":"Nursing","level":1,"score":0.3263701796531677},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3028612434864044},{"id":"https://openalex.org/C138816342","wikidata":"https://www.wikidata.org/wiki/Q189603","display_name":"Public health","level":2,"score":0.2624449133872986},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.24524474143981934},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.19101858139038086},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.13240769505500793},{"id":"https://openalex.org/C204787440","wikidata":"https://www.wikidata.org/wiki/Q188504","display_name":"Alternative medicine","level":2,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"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/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D006353","descriptor_name":"Heart-Assist Devices","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006353","descriptor_name":"Heart-Assist Devices","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006353","descriptor_name":"Heart-Assist Devices","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006353","descriptor_name":"Heart-Assist Devices","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"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":"D009042","descriptor_name":"Motivation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009042","descriptor_name":"Motivation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009042","descriptor_name":"Motivation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009042","descriptor_name":"Motivation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057220","descriptor_name":"Health Literacy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D057220","descriptor_name":"Health Literacy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D057220","descriptor_name":"Health Literacy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D057220","descriptor_name":"Health Literacy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":5,"locations":[{"id":"doi:10.1186/s12911-021-01468-z","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12911-021-01468-z","pdf_url":"https://bmcmedinformdecismak.biomedcentral.com/counter/pdf/10.1186/s12911-021-01468-z","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","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Medical Informatics and Decision Making","raw_type":"journal-article"},{"id":"pmid:33743685","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/33743685","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:digitalcommons.library.tmc.edu:baylor_docs-1823","is_oa":false,"landing_page_url":"https://digitalcommons.library.tmc.edu/baylor_docs/849","pdf_url":null,"source":{"id":"https://openalex.org/S4377196655","display_name":"Digital Commons-TMC (Texas Medical Center)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1337852284","host_organization_name":"Texas Medical Center","host_organization_lineage":["https://openalex.org/I1337852284"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Faculty and Staff Publications","raw_type":"text"},{"id":"pmh:oai:doaj.org/article:9695199d1d6a42ae9161fd1129c7f276","is_oa":true,"landing_page_url":"https://doaj.org/article/9695199d1d6a42ae9161fd1129c7f276","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 21, Iss 1, Pp 1-14 (2021)","raw_type":"article"},{"id":"pmh:oai:pubmedcentral.nih.gov:7980808","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/7980808","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,"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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BMC Med Inform Decis Mak","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1186/s12911-021-01468-z","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12911-021-01468-z","pdf_url":"https://bmcmedinformdecismak.biomedcentral.com/counter/pdf/10.1186/s12911-021-01468-z","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","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Medical Informatics and Decision Making","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.8100000023841858}],"awards":[{"id":"https://openalex.org/G8492182985","display_name":null,"funder_award_id":"DI-2017C2-7726","funder_id":"https://openalex.org/F4320308927","funder_display_name":"Patient-Centered Outcomes Research Institute"}],"funders":[{"id":"https://openalex.org/F4320308927","display_name":"Patient-Centered Outcomes Research Institute","ror":"https://ror.org/014q65q44"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3114479685.pdf","grobid_xml":"https://content.openalex.org/works/W3114479685.grobid-xml"},"referenced_works_count":45,"referenced_works":["https://openalex.org/W1508077570","https://openalex.org/W1943745580","https://openalex.org/W1970775658","https://openalex.org/W1989327107","https://openalex.org/W2020155291","https://openalex.org/W2022401640","https://openalex.org/W2031591224","https://openalex.org/W2048342163","https://openalex.org/W2077109464","https://openalex.org/W2079522214","https://openalex.org/W2080773376","https://openalex.org/W2081363431","https://openalex.org/W2081753990","https://openalex.org/W2104215943","https://openalex.org/W2106871603","https://openalex.org/W2112510210","https://openalex.org/W2120079020","https://openalex.org/W2121795537","https://openalex.org/W2122629089","https://openalex.org/W2129145185","https://openalex.org/W2136608905","https://openalex.org/W2140378910","https://openalex.org/W2143900697","https://openalex.org/W2152761062","https://openalex.org/W2161459327","https://openalex.org/W2163567774","https://openalex.org/W2266481971","https://openalex.org/W2287078765","https://openalex.org/W2337591113","https://openalex.org/W2395992400","https://openalex.org/W2433722646","https://openalex.org/W2471199239","https://openalex.org/W2619934568","https://openalex.org/W2621492755","https://openalex.org/W2674995983","https://openalex.org/W2750255642","https://openalex.org/W2767867182","https://openalex.org/W2789411591","https://openalex.org/W2804542708","https://openalex.org/W2891961086","https://openalex.org/W2955218378","https://openalex.org/W2966994690","https://openalex.org/W2977450446","https://openalex.org/W3018082246","https://openalex.org/W4250078055"],"related_works":["https://openalex.org/W4245848028","https://openalex.org/W2743915337","https://openalex.org/W2046929026","https://openalex.org/W2779278343","https://openalex.org/W1996434451","https://openalex.org/W1569026615","https://openalex.org/W2791725133","https://openalex.org/W2338117633","https://openalex.org/W2112831187","https://openalex.org/W2122149485"],"abstract_inverted_index":{"BACKGROUND:":[0],"A":[1],"central":[2],"goal":[3],"among":[4,195,291],"researchers":[5],"and":[6,19,39,56,79,93,143,157,174,194,235,265,273,283,287,293,306,314,318,326],"policy":[7],"makers":[8],"seeking":[9],"to":[10,15,23,186,285,303,315,321,338],"implement":[11],"clinical":[12,311],"interventions":[13],"is":[14,336],"identify":[16],"key":[17],"facilitators":[18],"barriers":[20],"that":[21,246],"contribute":[22],"implementation":[24,60,77,92,297],"success.":[25],"Despite":[26],"calls":[27],"from":[28,110],"a":[29,68,96,258,274],"number":[30],"of":[31,42,76,83,95,119,208,268,328,343],"scholars,":[32],"empirical":[33],"insights":[34],"into":[35],"the":[36,73,117,120,146,213,220,323],"complex":[37],"structural":[38],"cultural":[40],"predictors":[41],"why":[43],"decision":[44,97,138,210,289],"aids":[45],"(DAs)":[46],"become":[47],"routinely":[48],"embedded":[49],"in":[50,91,206,331],"health":[51,128],"care":[52],"settings":[53],"remains":[54],"limited":[55],"highly":[57],"variable":[58],"across":[59,212,225,346],"contexts.":[61],"METHODS:":[62],"We":[63,150,180,202],"examined":[64],"associations":[65],"between":[66,163,193,310],"\"reach\",":[67],"widely":[69],"used":[70,181],"indicator":[71],"(from":[72],"RE-AIM":[74],"model)":[75],"success,":[78],"multi-level":[80,165],"site":[81,156,166,197,247],"characteristics":[82,134,248],"nine":[84],"LVAD":[85],"clinics":[86],"engaged":[87],"over":[88,219],"18":[89,175,241],"months":[90,173,176,234],"dissemination":[94],"aid":[98,147,211],"for":[99,141,154,177],"left":[100],"ventricular":[101],"assist":[102],"device":[103],"(LVAD)":[104],"treatment.":[105],"Based":[106],"on":[107,253],"data":[108],"collected":[109],"nurse":[111],"coordinators,":[112],"we":[113],"explored":[114],"factors":[115,190],"at":[116,171,232,240],"level":[118],"organization":[121],"(e.g.":[122,127,135],"patient":[123,125],"volume),":[124],"population":[126],"literacy;":[129],"average":[130],"sickness":[131],"level),":[132],"clinician":[133],"attitudes":[136],"towards":[137],"aid;":[139],"readiness":[140],"change)":[142],"process":[144],"(how":[145],"was":[148,227],"administered).":[149],"generated":[151],"descriptive":[152],"statistics":[153],"each":[155],"calculated":[158],"zero-order":[159],"correlations":[160],"(Pearson's":[161],"r)":[162],"all":[164,178,196],"variables":[167],"including":[168,199,257],"cumulative":[169],"reach":[170,207,224,252],"12":[172,233],"sites.":[179],"principal":[182],"components":[183],"analysis":[184],"(PCA)":[185],"examine":[187],"any":[188],"latent":[189],"governing":[191],"relationships":[192],"characteristics,":[198],"reach.":[200],"RESULTS:":[201],"observed":[203],"strongest":[204],"inclines":[205],"our":[209],"first":[214,259],"year,":[215],"with":[216,251],"uptake":[217],"fluctuating":[218],"second":[221,275],"year.":[222],"Average":[223],"sites":[226],"63%":[228],"(s.d.":[229,237],"=":[230,238],"19.56)":[231],"66%":[236],"19.39)":[239],"months.":[242],"Our":[243],"PCA":[244],"revealed":[245],"positively":[249],"associated":[250],"two":[254],"distinct":[255],"dimensions,":[256],"dimension":[260,276],"reflecting":[261,277],"greater":[262],"organizational":[263],"infrastructure":[264],"standardization":[266],"(characteristic":[267],"larger,":[269],"more":[270],"established":[271],"clinics)":[272],"positive":[278],"attitudinal":[279],"orientations,":[280],"specifically,":[281],"openness":[282],"capacity":[284],"give":[286],"receive":[288],"support":[290],"coordinators":[292],"patients.":[294],"CONCLUSIONS:":[295],"Successful":[296],"plans":[298],"should":[299],"incorporate":[300],"specific":[301],"efforts":[302],"promote":[304],"supportive":[305],"mutually":[307],"informative":[308],"interactions":[309],"staff":[312],"members":[313],"institute":[316],"systematic":[317],"standardized":[319],"protocols":[320],"enhance":[322],"availability,":[324],"convenience":[325],"salience":[327],"intervention":[329,348],"tool":[330],"routine":[332],"practice.":[333],"Further":[334],"research":[335],"needed":[337],"understand":[339],"whether":[340],"\"core":[341],"predictors\"":[342],"success":[344],"vary":[345],"different":[347],"types.":[349]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}