{"id":"https://openalex.org/W4321637046","doi":"https://doi.org/10.1109/sisy56759.2022.10036294","title":"Exploring the Feasibility of the Meta-Analysis of Randomized Controlled Trials on Artificial Intelligence Chatbots for Use in Healthcare Based on a Published Systematic Review","display_name":"Exploring the Feasibility of the Meta-Analysis of Randomized Controlled Trials on Artificial Intelligence Chatbots for Use in Healthcare Based on a Published Systematic Review","publication_year":2022,"publication_date":"2022-09-15","ids":{"openalex":"https://openalex.org/W4321637046","doi":"https://doi.org/10.1109/sisy56759.2022.10036294"},"language":"en","primary_location":{"id":"doi:10.1109/sisy56759.2022.10036294","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/sisy56759.2022.10036294","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE 20th Jubilee International Symposium on Intelligent Systems and Informatics (SISY)","raw_type":"proceedings-article"},"type":"review","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5006094880","display_name":"J\u00e1nos Tibor Czere","orcid":"https://orcid.org/0000-0002-9432-7906"},"institutions":[{"id":"https://openalex.org/I103356709","display_name":"Obuda University","ror":"https://ror.org/00ax71d21","country_code":"HU","type":"education","lineage":["https://openalex.org/I103356709"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"Janos Tibor Czere","raw_affiliation_strings":["Doctoral School of Applied Informatics and Applied Mathematics, Obuda University,Budapest,Hungary","Doctoral School of Applied Informatics and Applied Mathematics, Obuda University, Budapest, Hungary","PSI CRO Hungary LLC, Budapest, Hungary"],"raw_orcid":"https://orcid.org/0000-0002-9432-7906","affiliations":[{"raw_affiliation_string":"Doctoral School of Applied Informatics and Applied Mathematics, Obuda University,Budapest,Hungary","institution_ids":["https://openalex.org/I103356709"]},{"raw_affiliation_string":"Doctoral School of Applied Informatics and Applied Mathematics, Obuda University, Budapest, Hungary","institution_ids":["https://openalex.org/I103356709"]},{"raw_affiliation_string":"PSI CRO Hungary LLC, Budapest, Hungary","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064557440","display_name":"M\u00e1rta P\u00e9ntek","orcid":"https://orcid.org/0000-0001-9636-6012"},"institutions":[{"id":"https://openalex.org/I103356709","display_name":"Obuda University","ror":"https://ror.org/00ax71d21","country_code":"HU","type":"education","lineage":["https://openalex.org/I103356709"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"Marta Pentek","raw_affiliation_strings":["University Research and Innovation Center, Obuda University,Health Economics Research Center,Budapest,Hungary","Health Economics Research Center, University Research and Innovation Center, Obuda University, Budapest, Hungary"],"raw_orcid":"https://orcid.org/0000-0001-9636-6012","affiliations":[{"raw_affiliation_string":"University Research and Innovation Center, Obuda University,Health Economics Research Center,Budapest,Hungary","institution_ids":["https://openalex.org/I103356709"]},{"raw_affiliation_string":"Health Economics Research Center, University Research and Innovation Center, Obuda University, Budapest, Hungary","institution_ids":["https://openalex.org/I103356709"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I103356709"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.03754266,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"000053","last_page":"000058"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11519","display_name":"Digital Mental Health Interventions","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/3202","display_name":"Applied Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11519","display_name":"Digital Mental Health Interventions","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/3202","display_name":"Applied 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/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.9884999990463257,"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"}},{"id":"https://openalex.org/T11446","display_name":"Mobile Health and mHealth Applications","score":0.9814000129699707,"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/chatbot","display_name":"Chatbot","score":0.77183997631073},{"id":"https://openalex.org/keywords/standardization","display_name":"Standardization","score":0.6666285991668701},{"id":"https://openalex.org/keywords/randomized-controlled-trial","display_name":"Randomized controlled trial","score":0.6561018228530884},{"id":"https://openalex.org/keywords/systematic-review","display_name":"Systematic review","score":0.6031685471534729},{"id":"https://openalex.org/keywords/meta-analysis","display_name":"Meta-analysis","score":0.5528289675712585},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.546584963798523},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.5352329611778259},{"id":"https://openalex.org/keywords/applications-of-artificial-intelligence","display_name":"Applications of artificial intelligence","score":0.4723571240901947},{"id":"https://openalex.org/keywords/clinical-trial","display_name":"Clinical trial","score":0.4294057786464691},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.41789913177490234},{"id":"https://openalex.org/keywords/medline","display_name":"MEDLINE","score":0.3456370234489441},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.33583205938339233},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3275187015533447},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.06152087450027466}],"concepts":[{"id":"https://openalex.org/C2779041454","wikidata":"https://www.wikidata.org/wiki/Q870780","display_name":"Chatbot","level":2,"score":0.77183997631073},{"id":"https://openalex.org/C188087704","wikidata":"https://www.wikidata.org/wiki/Q369577","display_name":"Standardization","level":2,"score":0.6666285991668701},{"id":"https://openalex.org/C168563851","wikidata":"https://www.wikidata.org/wiki/Q1436668","display_name":"Randomized controlled trial","level":2,"score":0.6561018228530884},{"id":"https://openalex.org/C189708586","wikidata":"https://www.wikidata.org/wiki/Q1504425","display_name":"Systematic review","level":3,"score":0.6031685471534729},{"id":"https://openalex.org/C95190672","wikidata":"https://www.wikidata.org/wiki/Q815382","display_name":"Meta-analysis","level":2,"score":0.5528289675712585},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.546584963798523},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.5352329611778259},{"id":"https://openalex.org/C157170001","wikidata":"https://www.wikidata.org/wiki/Q4781507","display_name":"Applications of artificial intelligence","level":2,"score":0.4723571240901947},{"id":"https://openalex.org/C535046627","wikidata":"https://www.wikidata.org/wiki/Q30612","display_name":"Clinical trial","level":2,"score":0.4294057786464691},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41789913177490234},{"id":"https://openalex.org/C2779473830","wikidata":"https://www.wikidata.org/wiki/Q1540899","display_name":"MEDLINE","level":2,"score":0.3456370234489441},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.33583205938339233},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3275187015533447},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.06152087450027466},{"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/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","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/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/sisy56759.2022.10036294","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/sisy56759.2022.10036294","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE 20th Jubilee International Symposium on Intelligent Systems and Informatics (SISY)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W2041951450","https://openalex.org/W2090037258","https://openalex.org/W2106956101","https://openalex.org/W2153244834","https://openalex.org/W2155007325","https://openalex.org/W2623779865","https://openalex.org/W2748707552","https://openalex.org/W2761423999","https://openalex.org/W2843010082","https://openalex.org/W2889335577","https://openalex.org/W2911152384","https://openalex.org/W2953532875","https://openalex.org/W2963575461","https://openalex.org/W3021999948","https://openalex.org/W3028484854","https://openalex.org/W3028999579","https://openalex.org/W3088678836","https://openalex.org/W3129222183","https://openalex.org/W3133762983","https://openalex.org/W3140709557","https://openalex.org/W3153796453","https://openalex.org/W3169061343","https://openalex.org/W3194015317","https://openalex.org/W3194226161","https://openalex.org/W3195166334","https://openalex.org/W4206589719","https://openalex.org/W4221050442","https://openalex.org/W4232892608","https://openalex.org/W4280494203"],"related_works":["https://openalex.org/W4383501580","https://openalex.org/W4214931137","https://openalex.org/W4387007686","https://openalex.org/W4313813117","https://openalex.org/W4382052417","https://openalex.org/W3192088754","https://openalex.org/W3084631705","https://openalex.org/W3176146353","https://openalex.org/W4294636802","https://openalex.org/W4392356175"],"abstract_inverted_index":{"Usage":[0],"of":[1,26,47,54,71,75,110,118,122,144],"artificial":[2],"intelligence":[3],"(AI)":[4],"based":[5,94],"chatbot":[6,28],"systems":[7,29],"has":[8,33],"been":[9],"increasing":[10],"not":[11],"only":[12],"in":[13,19,135],"many":[14],"industrial":[15],"fields":[16],"but":[17],"also":[18],"the":[20,52,55,69,73,108,119,142,145],"health":[21],"care":[22],"system.":[23],"The":[24],"effectiveness":[25,74],"AI":[27,76,133],"as":[30,126],"therapeutic":[31],"tools":[32],"to":[34,124],"be":[35],"confirmed":[36],"by":[37,85],"clinical":[38,130,137],"trials.":[39],"Meta-analysis,":[40],"a":[41,96],"statistical":[42],"method":[43],"that":[44,100],"synthetizes":[45],"results":[46],"multiple":[48],"studies":[49,146],"thus":[50],"increases":[51],"power":[53],"findings.":[56],"In":[57],"this":[58],"paper,":[59],"our":[60],"focus":[61],"is":[62,93],"on":[63,95],"randomized":[64],"controlled":[65],"trials":[66,131],"(RCTs)":[67],"for":[68,79,89,115,128],"purpose":[70],"studying":[72],"chatbots":[77,134],"used":[78],"healthcare":[80],"purposes":[81],"and":[82,147],"analyzing":[83],"step":[84,86],"their":[87],"applicability":[88],"meta-analysis.":[90,116],"This":[91],"article":[92],"systematic":[97],"literature":[98],"review":[99],"identified":[101],"eight":[102],"RCTs.":[103],"Only":[104],"two":[105],"RCTs":[106],"(in":[107],"field":[109],"mental":[111],"health)":[112],"were":[113],"feasible":[114],"Standardization":[117],"RCTs,":[120],"development":[121],"points":[123],"consider":[125],"guidelines":[127],"conducting":[129],"with":[132],"diverse":[136],"areas":[138],"could":[139],"efficiently":[140],"increase":[141],"strength":[143],"enable":[148],"meta-analyses.":[149]},"counts_by_year":[],"updated_date":"2026-07-25T09:21:30.201066","created_date":"2025-10-10T00:00:00"}