{"id":"https://openalex.org/W4387866450","doi":"https://doi.org/10.3233/shti230805","title":"Evaluating the Effects of Misinformation on Public Sentiments Surrounding Access to Abortion Through Social Media Sentiment Analytics","display_name":"Evaluating the Effects of Misinformation on Public Sentiments Surrounding Access to Abortion Through Social Media Sentiment Analytics","publication_year":2023,"publication_date":"2023-10-20","ids":{"openalex":"https://openalex.org/W4387866450","doi":"https://doi.org/10.3233/shti230805"},"language":"en","primary_location":{"id":"doi:10.3233/shti230805","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3233/shti230805","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI230805","source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI230805","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5032360212","display_name":"Brianna M White","orcid":"https://orcid.org/0000-0001-7576-5874"},"institutions":[{"id":"https://openalex.org/I160606119","display_name":"University of Tennessee Health Science Center","ror":"https://ror.org/0011qv509","country_code":"US","type":"education","lineage":["https://openalex.org/I160606119"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Brianna White","raw_affiliation_strings":["Center for Biomedical Informatics, Department of Pediatrics, College of Medicine, University of Tennessee Health Science Center, Memphis, Tennessee, USA"],"affiliations":[{"raw_affiliation_string":"Center for Biomedical Informatics, Department of Pediatrics, College of Medicine, University of Tennessee Health Science Center, Memphis, Tennessee, USA","institution_ids":["https://openalex.org/I160606119"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076446882","display_name":"Fekede Asefa Kumsa","orcid":"https://orcid.org/0000-0002-6700-4810"},"institutions":[{"id":"https://openalex.org/I160606119","display_name":"University of Tennessee Health Science Center","ror":"https://ror.org/0011qv509","country_code":"US","type":"education","lineage":["https://openalex.org/I160606119"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Fekede Kumsa","raw_affiliation_strings":["Center for Biomedical Informatics, Department of Pediatrics, College of Medicine, University of Tennessee Health Science Center, Memphis, Tennessee, USA"],"affiliations":[{"raw_affiliation_string":"Center for Biomedical Informatics, Department of Pediatrics, College of Medicine, University of Tennessee Health Science Center, Memphis, Tennessee, USA","institution_ids":["https://openalex.org/I160606119"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056114888","display_name":"Nupur Singh","orcid":"https://orcid.org/0000-0002-7459-672X"},"institutions":[{"id":"https://openalex.org/I160606119","display_name":"University of Tennessee Health Science Center","ror":"https://ror.org/0011qv509","country_code":"US","type":"education","lineage":["https://openalex.org/I160606119"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nupur Singh","raw_affiliation_strings":["Center for Biomedical Informatics, Department of Pediatrics, College of Medicine, University of Tennessee Health Science Center, Memphis, Tennessee, USA"],"affiliations":[{"raw_affiliation_string":"Center for Biomedical Informatics, Department of Pediatrics, College of Medicine, University of Tennessee Health Science Center, Memphis, Tennessee, USA","institution_ids":["https://openalex.org/I160606119"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039890099","display_name":"Chad Melton","orcid":"https://orcid.org/0000-0002-5801-0346"},"institutions":[{"id":"https://openalex.org/I160606119","display_name":"University of Tennessee Health Science Center","ror":"https://ror.org/0011qv509","country_code":"US","type":"education","lineage":["https://openalex.org/I160606119"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chad Melton","raw_affiliation_strings":["Center for Biomedical Informatics, Department of Pediatrics, College of Medicine, University of Tennessee Health Science Center, Memphis, Tennessee, USA"],"affiliations":[{"raw_affiliation_string":"Center for Biomedical Informatics, Department of Pediatrics, College of Medicine, University of Tennessee Health Science Center, Memphis, Tennessee, USA","institution_ids":["https://openalex.org/I160606119"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057391353","display_name":"Arash Shaban\u2010Nejad","orcid":"https://orcid.org/0000-0003-2047-4759"},"institutions":[{"id":"https://openalex.org/I160606119","display_name":"University of Tennessee Health Science Center","ror":"https://ror.org/0011qv509","country_code":"US","type":"education","lineage":["https://openalex.org/I160606119"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Arash Shaban-Nejad","raw_affiliation_strings":["Center for Biomedical Informatics, Department of Pediatrics, College of Medicine, University of Tennessee Health Science Center, Memphis, Tennessee, USA"],"affiliations":[{"raw_affiliation_string":"Center for Biomedical Informatics, Department of Pediatrics, College of Medicine, University of Tennessee Health Science Center, Memphis, Tennessee, USA","institution_ids":["https://openalex.org/I160606119"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5032360212"],"corresponding_institution_ids":["https://openalex.org/I160606119"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.45469659,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13910","display_name":"Computational and Text Analysis Methods","score":0.9937000274658203,"subfield":{"id":"https://openalex.org/subfields/3300","display_name":"General Social Sciences"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T13910","display_name":"Computational and Text Analysis Methods","score":0.9937000274658203,"subfield":{"id":"https://openalex.org/subfields/3300","display_name":"General Social Sciences"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12262","display_name":"Hate Speech and Cyberbullying Detection","score":0.9538999795913696,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.95169997215271,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/misinformation","display_name":"Misinformation","score":0.9302486181259155},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.7036077380180359},{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment analysis","score":0.6421316266059875},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.6050699949264526},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.6036356687545776},{"id":"https://openalex.org/keywords/social-media-analytics","display_name":"Social media analytics","score":0.514937698841095},{"id":"https://openalex.org/keywords/abortion","display_name":"Abortion","score":0.4928262531757355},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4864620864391327},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.41723763942718506},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.24756300449371338},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.22855627536773682},{"id":"https://openalex.org/keywords/pregnancy","display_name":"Pregnancy","score":0.12447980046272278},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.10491922497749329}],"concepts":[{"id":"https://openalex.org/C2776990098","wikidata":"https://www.wikidata.org/wiki/Q13579947","display_name":"Misinformation","level":2,"score":0.9302486181259155},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.7036077380180359},{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.6421316266059875},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.6050699949264526},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.6036356687545776},{"id":"https://openalex.org/C2778729106","wikidata":"https://www.wikidata.org/wiki/Q1140126","display_name":"Social media analytics","level":3,"score":0.514937698841095},{"id":"https://openalex.org/C2778642596","wikidata":"https://www.wikidata.org/wiki/Q8452","display_name":"Abortion","level":3,"score":0.4928262531757355},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4864620864391327},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.41723763942718506},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.24756300449371338},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.22855627536773682},{"id":"https://openalex.org/C2779234561","wikidata":"https://www.wikidata.org/wiki/Q11995","display_name":"Pregnancy","level":2,"score":0.12447980046272278},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.10491922497749329},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/shti230805","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3233/shti230805","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI230805","source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"}],"best_oa_location":{"id":"doi:10.3233/shti230805","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3233/shti230805","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI230805","source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/5","display_name":"Gender equality","score":0.7599999904632568}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4387866450.pdf","grobid_xml":"https://content.openalex.org/works/W4387866450.grobid-xml"},"referenced_works_count":10,"referenced_works":["https://openalex.org/W2065633070","https://openalex.org/W2896457183","https://openalex.org/W2911489562","https://openalex.org/W3011001414","https://openalex.org/W3042564923","https://openalex.org/W4298087250","https://openalex.org/W4318594531","https://openalex.org/W4321612869","https://openalex.org/W4384067418","https://openalex.org/W6702248584"],"related_works":["https://openalex.org/W3012590553","https://openalex.org/W1440043730","https://openalex.org/W2752017774","https://openalex.org/W2252197266","https://openalex.org/W2309196980","https://openalex.org/W4232432449","https://openalex.org/W3095817971","https://openalex.org/W4386456676","https://openalex.org/W4200138770","https://openalex.org/W3010943912"],"abstract_inverted_index":{"As":[0],"social":[1,18,44,80,107],"media":[2,19,45,81],"use":[3,92],"has":[4,20,67],"grown":[5],"in":[6],"recent":[7],"years,":[8],"ease":[9],"of":[10,39,79,93,102],"access":[11,58,117],"and":[12,25,120],"rapid":[13],"data":[14,104],"collection":[15],"through":[16],"online":[17],"permitted":[21],"researchers":[22],"to":[23,29,53,59,98,109,118],"measure":[24],"track":[26],"sentiments":[27,101],"related":[28],"emerging":[30],"public":[31,121],"health":[32],"threats.":[33],"Herein,":[34],"we":[35],"explore":[36],"the":[37,77,90,100],"possibilities":[38],"examining":[40],"messaging":[41],"shared":[42,82,105],"via":[43,106],"networks":[46,108],"for":[47,76],"sentiment":[48],"classification":[49],"as":[50],"it":[51],"relates":[52],"women\u2019s":[54],"reproductive":[55],"healthcare,":[56],"especially":[57],"abortion.":[60],"In":[61],"our":[62,65],"previous":[63],"works,":[64],"team":[66],"successfully":[68],"employed":[69],"various":[70],"natural":[71],"language":[72],"processing":[73],"(NLP)":[74],"models":[75],"analysis":[78],"sentiments.":[83],"This":[84],"study":[85],"reports":[86],"a":[87,111],"work-in-progress":[88],"on":[89],"similar":[91],"fine-tuned":[94],"NLPs":[95],"(i.e.,":[96,116],"DistilRoBERTa)":[97],"collect/analyze":[99],"socio-behavioral":[103],"uncover":[110],"correlation":[112],"between":[113],"reproductive-related":[114],"misinformation":[115],"abortion)":[119],"sentiments/discourse":[122],"direction.":[123]},"counts_by_year":[],"updated_date":"2025-12-19T19:40:27.379048","created_date":"2023-10-24T00:00:00"}
