{"id":"https://openalex.org/W4412041661","doi":"https://doi.org/10.3389/fdgth.2025.1622983","title":"Exploring #HealthLiteracy on LinkedIn: a first look at health hashtag engagement in a professional social media context","display_name":"Exploring #HealthLiteracy on LinkedIn: a first look at health hashtag engagement in a professional social media context","publication_year":2025,"publication_date":"2025-07-04","ids":{"openalex":"https://openalex.org/W4412041661","doi":"https://doi.org/10.3389/fdgth.2025.1622983","pmid":"https://pubmed.ncbi.nlm.nih.gov/40686824"},"language":"en","primary_location":{"id":"doi:10.3389/fdgth.2025.1622983","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fdgth.2025.1622983","pdf_url":"https://www.frontiersin.org/journals/digital-health/articles/10.3389/fdgth.2025.1622983/pdf","source":{"id":"https://openalex.org/S4210170686","display_name":"Frontiers in Digital Health","issn_l":"2673-253X","issn":["2673-253X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Digital Health","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.frontiersin.org/journals/digital-health/articles/10.3389/fdgth.2025.1622983/pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5015421673","display_name":"Siva Sai Chandragiri","orcid":null},"institutions":[{"id":"https://openalex.org/I49332381","display_name":"University of Oklahoma Health Sciences Center","ror":"https://ror.org/0457zbj98","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I49332381"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Siva Sai Chandragiri","raw_affiliation_strings":["Department of Pathology, University of Oklahoma Health Sciences Center, Oklahoma City, OK, United States"],"affiliations":[{"raw_affiliation_string":"Department of Pathology, University of Oklahoma Health Sciences Center, Oklahoma City, OK, United States","institution_ids":["https://openalex.org/I49332381"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047088050","display_name":"Bikash Baral","orcid":"https://orcid.org/0000-0003-2085-9528"},"institutions":[{"id":"https://openalex.org/I133731052","display_name":"University of Helsinki","ror":"https://ror.org/040af2s02","country_code":"FI","type":"education","lineage":["https://openalex.org/I133731052"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Bikash Baral","raw_affiliation_strings":["Organismal and Evolutionary Biology Research Programme, Faculty of Biological and Environmental Sciences, University of Helsinki, Helsinki, Finland"],"affiliations":[{"raw_affiliation_string":"Organismal and Evolutionary Biology Research Programme, Faculty of Biological and Environmental Sciences, University of Helsinki, Helsinki, Finland","institution_ids":["https://openalex.org/I133731052"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059371053","display_name":"Fabian Peter Hammerle","orcid":"https://orcid.org/0000-0002-7755-4445"},"institutions":[{"id":"https://openalex.org/I76134821","display_name":"Medical University of Vienna","ror":"https://ror.org/05n3x4p02","country_code":"AT","type":"education","lineage":["https://openalex.org/I76134821"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Fabian Peter Hammerle","raw_affiliation_strings":["Department of Anaesthesia, Intensive Care Medicine and Pain Medicine, Division of General Anaesthesia and Intensive Care Medicine, Medical University of Vienna, Vienna, Austria","Ludwig Boltzmann Institute Digital Health and Patient Safety, Medical University of Vienna, Vienna, Austria"],"affiliations":[{"raw_affiliation_string":"Department of Anaesthesia, Intensive Care Medicine and Pain Medicine, Division of General Anaesthesia and Intensive Care Medicine, Medical University of Vienna, Vienna, Austria","institution_ids":["https://openalex.org/I76134821"]},{"raw_affiliation_string":"Ludwig Boltzmann Institute Digital Health and Patient Safety, Medical University of Vienna, Vienna, Austria","institution_ids":["https://openalex.org/I76134821"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022881187","display_name":"Olena Litvinova","orcid":"https://orcid.org/0000-0003-1578-7398"},"institutions":[{"id":"https://openalex.org/I4210109132","display_name":"Ministry of Health","ror":"https://ror.org/01sxtx626","country_code":"UA","type":"government","lineage":["https://openalex.org/I4210109132"]},{"id":"https://openalex.org/I76134821","display_name":"Medical University of Vienna","ror":"https://ror.org/05n3x4p02","country_code":"AT","type":"education","lineage":["https://openalex.org/I76134821"]},{"id":"https://openalex.org/I4210101489","display_name":"National University of Pharmacy","ror":"https://ror.org/00zxz8845","country_code":"UA","type":"education","lineage":["https://openalex.org/I4210101489"]}],"countries":["AT","UA"],"is_corresponding":false,"raw_author_name":"Olena Litvinova","raw_affiliation_strings":["Department of Management, Marketing and Quality Assurance in Pharmacy, National University of Pharmacy of the Ministry of Health of Ukraine, Kharkiv, Ukraine","Ludwig Boltzmann Institute Digital Health and Patient Safety, Medical University of Vienna, Vienna, Austria"],"affiliations":[{"raw_affiliation_string":"Department of Management, Marketing and Quality Assurance in Pharmacy, National University of Pharmacy of the Ministry of Health of Ukraine, Kharkiv, Ukraine","institution_ids":["https://openalex.org/I4210101489","https://openalex.org/I4210109132"]},{"raw_affiliation_string":"Ludwig Boltzmann Institute Digital Health and Patient Safety, Medical University of Vienna, Vienna, Austria","institution_ids":["https://openalex.org/I76134821"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030075019","display_name":"Elisa Opriessnig","orcid":"https://orcid.org/0000-0003-1278-7544"},"institutions":[{"id":"https://openalex.org/I202276237","display_name":"Medical University of Graz","ror":"https://ror.org/02n0bts35","country_code":"AT","type":"education","lineage":["https://openalex.org/I202276237"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Elisa Opriessnig","raw_affiliation_strings":["Medical University of Graz, Graz, Austria"],"affiliations":[{"raw_affiliation_string":"Medical University of Graz, Graz, Austria","institution_ids":["https://openalex.org/I202276237"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030738536","display_name":"Maima Matin","orcid":"https://orcid.org/0009-0001-5388-6285"},"institutions":[{"id":"https://openalex.org/I4210085900","display_name":"Institute of Genetics and Animal Biotechnology of the Polish Academy of Sciences","ror":"https://ror.org/0038zp908","country_code":"PL","type":"facility","lineage":["https://openalex.org/I4210085900","https://openalex.org/I99542240"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Maima Matin","raw_affiliation_strings":["Institute of Genetics and Animal Biotechnology of the Polish Academy of Sciences, Magdalenka, Poland"],"affiliations":[{"raw_affiliation_string":"Institute of Genetics and Animal Biotechnology of the Polish Academy of Sciences, Magdalenka, Poland","institution_ids":["https://openalex.org/I4210085900"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055876308","display_name":"Himel Mondal","orcid":"https://orcid.org/0000-0001-6950-5857"},"institutions":[{"id":"https://openalex.org/I4396570500","display_name":"All India Institute of Medical Sciences, Deoghar","ror":"https://ror.org/00t0ht588","country_code":null,"type":"government","lineage":["https://openalex.org/I4396570500"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Himel Mondal","raw_affiliation_strings":["Department of Physiology, All India Institute of Medical Sciences, Deoghar, India"],"affiliations":[{"raw_affiliation_string":"Department of Physiology, All India Institute of Medical Sciences, Deoghar, India","institution_ids":["https://openalex.org/I4396570500","https://openalex.org/I4396570500"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084698088","display_name":"Michel\u2010Edwar Mickael","orcid":"https://orcid.org/0000-0002-4186-4900"},"institutions":[{"id":"https://openalex.org/I4210085900","display_name":"Institute of Genetics and Animal Biotechnology of the Polish Academy of Sciences","ror":"https://ror.org/0038zp908","country_code":"PL","type":"facility","lineage":["https://openalex.org/I4210085900","https://openalex.org/I99542240"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Michel-Edwar Mickael","raw_affiliation_strings":["Institute of Genetics and Animal Biotechnology of the Polish Academy of Sciences, Magdalenka, Poland"],"affiliations":[{"raw_affiliation_string":"Institute of Genetics and Animal Biotechnology of the Polish Academy of Sciences, Magdalenka, Poland","institution_ids":["https://openalex.org/I4210085900"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082181563","display_name":"Maria Klete\u010dka-Pulker","orcid":"https://orcid.org/0000-0003-4901-7930"},"institutions":[{"id":"https://openalex.org/I76134821","display_name":"Medical University of Vienna","ror":"https://ror.org/05n3x4p02","country_code":"AT","type":"education","lineage":["https://openalex.org/I76134821"]},{"id":"https://openalex.org/I129774422","display_name":"University of Vienna","ror":"https://ror.org/03prydq77","country_code":"AT","type":"education","lineage":["https://openalex.org/I129774422"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Maria Kletecka-Pulker","raw_affiliation_strings":["Institute for Ethics and Law in Medicine, University of Vienna, Vienna, Austria","Ludwig Boltzmann Institute Digital Health and Patient Safety, Medical University of Vienna, Vienna, Austria"],"affiliations":[{"raw_affiliation_string":"Institute for Ethics and Law in Medicine, University of Vienna, Vienna, Austria","institution_ids":["https://openalex.org/I129774422"]},{"raw_affiliation_string":"Ludwig Boltzmann Institute Digital Health and Patient Safety, Medical University of Vienna, Vienna, Austria","institution_ids":["https://openalex.org/I76134821"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061155886","display_name":"Atanas G. Atanasov","orcid":"https://orcid.org/0000-0003-2545-0967"},"institutions":[{"id":"https://openalex.org/I76134821","display_name":"Medical University of Vienna","ror":"https://ror.org/05n3x4p02","country_code":"AT","type":"education","lineage":["https://openalex.org/I76134821"]},{"id":"https://openalex.org/I4210085900","display_name":"Institute of Genetics and Animal Biotechnology of the Polish Academy of Sciences","ror":"https://ror.org/0038zp908","country_code":"PL","type":"facility","lineage":["https://openalex.org/I4210085900","https://openalex.org/I99542240"]}],"countries":["AT","PL"],"is_corresponding":true,"raw_author_name":"Atanas G. Atanasov","raw_affiliation_strings":["Institute of Genetics and Animal Biotechnology of the Polish Academy of Sciences, Magdalenka, Poland","Ludwig Boltzmann Institute Digital Health and Patient Safety, Medical University of Vienna, Vienna, Austria"],"affiliations":[{"raw_affiliation_string":"Institute of Genetics and Animal Biotechnology of the Polish Academy of Sciences, Magdalenka, Poland","institution_ids":["https://openalex.org/I4210085900"]},{"raw_affiliation_string":"Ludwig Boltzmann Institute Digital Health and Patient Safety, Medical University of Vienna, Vienna, Austria","institution_ids":["https://openalex.org/I76134821"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013756671","display_name":"Thomas Wochele\u2010Thoma","orcid":"https://orcid.org/0000-0003-0813-5682"},"institutions":[{"id":"https://openalex.org/I76134821","display_name":"Medical University of Vienna","ror":"https://ror.org/05n3x4p02","country_code":"AT","type":"education","lineage":["https://openalex.org/I76134821"]}],"countries":["AT"],"is_corresponding":true,"raw_author_name":"Thomas Wochele-Thoma","raw_affiliation_strings":["Ludwig Boltzmann Institute Digital Health and Patient Safety, Medical University of Vienna, Vienna, Austria"],"affiliations":[{"raw_affiliation_string":"Ludwig Boltzmann Institute Digital Health and Patient Safety, Medical University of Vienna, Vienna, Austria","institution_ids":["https://openalex.org/I76134821"]}]}],"institutions":[],"countries_distinct_count":5,"institutions_distinct_count":11,"corresponding_author_ids":["https://openalex.org/A5013756671","https://openalex.org/A5061155886"],"corresponding_institution_ids":["https://openalex.org/I4210085900","https://openalex.org/I76134821"],"apc_list":{"value":1900,"currency":"USD","value_usd":1900},"apc_paid":{"value":1900,"currency":"USD","value_usd":1900},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.2705649,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"7","issue":null,"first_page":"1622983","last_page":"1622983"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10737","display_name":"Health Literacy and Information Accessibility","score":0.9991999864578247,"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/T10737","display_name":"Health Literacy and Information Accessibility","score":0.9991999864578247,"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/T12027","display_name":"Social Media in Health Education","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/3306","display_name":"Health"},"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/T12863","display_name":"Web and Library Services","score":0.967199981212616,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/social-media","display_name":"Social media","score":0.7481266260147095},{"id":"https://openalex.org/keywords/thematic-analysis","display_name":"Thematic analysis","score":0.7139195799827576},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6305347681045532},{"id":"https://openalex.org/keywords/health-literacy","display_name":"Health literacy","score":0.5393346548080444},{"id":"https://openalex.org/keywords/public-engagement","display_name":"Public engagement","score":0.4736648499965668},{"id":"https://openalex.org/keywords/literacy","display_name":"Literacy","score":0.455980122089386},{"id":"https://openalex.org/keywords/health-communication","display_name":"Health communication","score":0.43337973952293396},{"id":"https://openalex.org/keywords/content-analysis","display_name":"Content analysis","score":0.41789793968200684},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.39550328254699707},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3846459984779358},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.3412531614303589},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3323144316673279},{"id":"https://openalex.org/keywords/public-relations","display_name":"Public relations","score":0.28943192958831787},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.2413170337677002},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.22517144680023193},{"id":"https://openalex.org/keywords/qualitative-research","display_name":"Qualitative research","score":0.16617900133132935},{"id":"https://openalex.org/keywords/social-science","display_name":"Social science","score":0.1404784917831421}],"concepts":[{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.7481266260147095},{"id":"https://openalex.org/C74196892","wikidata":"https://www.wikidata.org/wiki/Q7781188","display_name":"Thematic analysis","level":3,"score":0.7139195799827576},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6305347681045532},{"id":"https://openalex.org/C2778843546","wikidata":"https://www.wikidata.org/wiki/Q3097973","display_name":"Health literacy","level":3,"score":0.5393346548080444},{"id":"https://openalex.org/C205112559","wikidata":"https://www.wikidata.org/wiki/Q7257735","display_name":"Public engagement","level":2,"score":0.4736648499965668},{"id":"https://openalex.org/C547764534","wikidata":"https://www.wikidata.org/wiki/Q8236","display_name":"Literacy","level":2,"score":0.455980122089386},{"id":"https://openalex.org/C2778080475","wikidata":"https://www.wikidata.org/wiki/Q4353774","display_name":"Health communication","level":2,"score":0.43337973952293396},{"id":"https://openalex.org/C162446236","wikidata":"https://www.wikidata.org/wiki/Q653137","display_name":"Content analysis","level":2,"score":0.41789793968200684},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.39550328254699707},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3846459984779358},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.3412531614303589},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3323144316673279},{"id":"https://openalex.org/C39549134","wikidata":"https://www.wikidata.org/wiki/Q133080","display_name":"Public relations","level":1,"score":0.28943192958831787},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.2413170337677002},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.22517144680023193},{"id":"https://openalex.org/C190248442","wikidata":"https://www.wikidata.org/wiki/Q839486","display_name":"Qualitative research","level":2,"score":0.16617900133132935},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.1404784917831421},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","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},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3389/fdgth.2025.1622983","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fdgth.2025.1622983","pdf_url":"https://www.frontiersin.org/journals/digital-health/articles/10.3389/fdgth.2025.1622983/pdf","source":{"id":"https://openalex.org/S4210170686","display_name":"Frontiers in Digital Health","issn_l":"2673-253X","issn":["2673-253X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Digital Health","raw_type":"journal-article"},{"id":"pmid:40686824","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40686824","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":"Frontiers in digital health","raw_type":null},{"id":"pmh:oai:doaj.org/article:e346a91a011f490aa941a30cc3fe0ad5","is_oa":true,"landing_page_url":"https://doaj.org/article/e346a91a011f490aa941a30cc3fe0ad5","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Frontiers in Digital Health, Vol 7 (2025)","raw_type":"article"},{"id":"pmh:oai:pubmedcentral.nih.gov:12271182","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/12271182","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Front Digit Health","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3389/fdgth.2025.1622983","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fdgth.2025.1622983","pdf_url":"https://www.frontiersin.org/journals/digital-health/articles/10.3389/fdgth.2025.1622983/pdf","source":{"id":"https://openalex.org/S4210170686","display_name":"Frontiers in Digital Health","issn_l":"2673-253X","issn":["2673-253X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Digital Health","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.8999999761581421,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4412041661.pdf","grobid_xml":"https://content.openalex.org/works/W4412041661.grobid-xml"},"referenced_works_count":28,"referenced_works":["https://openalex.org/W2045241688","https://openalex.org/W2091292008","https://openalex.org/W2105099865","https://openalex.org/W2150353123","https://openalex.org/W2164277894","https://openalex.org/W2165228770","https://openalex.org/W2553110962","https://openalex.org/W2802443789","https://openalex.org/W2888964760","https://openalex.org/W2946488624","https://openalex.org/W3159269002","https://openalex.org/W3171261489","https://openalex.org/W3178812435","https://openalex.org/W3184429840","https://openalex.org/W3196064124","https://openalex.org/W4206055706","https://openalex.org/W4221049185","https://openalex.org/W4225722677","https://openalex.org/W4226373958","https://openalex.org/W4296046353","https://openalex.org/W4297256388","https://openalex.org/W4307288867","https://openalex.org/W4392250509","https://openalex.org/W4399979027","https://openalex.org/W4400371109","https://openalex.org/W4407986881","https://openalex.org/W4409472951","https://openalex.org/W6684607616"],"related_works":["https://openalex.org/W4389638854","https://openalex.org/W1924618820","https://openalex.org/W4309432585","https://openalex.org/W2086244710","https://openalex.org/W4205176469","https://openalex.org/W2396131910","https://openalex.org/W2478692444","https://openalex.org/W2885851133","https://openalex.org/W2084122905","https://openalex.org/W2147122379"],"abstract_inverted_index":{"LinkedIn,":[0,73],"despite":[1],"its":[2],"large":[3],"and":[4,80,109,122,130,159,174,189,216],"professionally":[5],"credentialed":[6],"user":[7,82],"base,":[8],"remains":[9],"an":[10],"underexplored":[11],"platform":[12],"for":[13,26,196,207],"digital":[14],"health":[15,201,211],"communication,":[16],"unlike":[17],"X":[18],"(formerly":[19],"Twitter),":[20],"which":[21],"has":[22],"been":[23],"widely":[24],"studied":[25],"health-related":[27],"hashtag":[28,58,198],"trends.":[29],"Health":[30],"literacy,":[31],"a":[32,131,162,194],"key":[33],"determinant":[34],"of":[35,70,95,143,210],"public":[36],"health,":[37],"is":[38,59],"increasingly":[39],"promoted":[40],"through":[41],"social":[42],"media":[43],"hashtags":[44,155],"such":[45],"as":[46],"#HealthLiteracy.":[47],"However,":[48],"to":[49,66,87,137,214,223,226],"date,":[50],"no":[51],"studies":[52],"have":[53],"systematically":[54],"examined":[55],"how":[56],"this":[57,177],"used":[60],"on":[61,72,164],"LinkedIn.":[62],"This":[63,191],"study":[64,192],"aimed":[65],"analyze":[67],"the":[68,101,227],"use":[69],"#HealthLiteracy":[71,96],"identify":[74],"thematic":[75,178],"patterns":[76],"in":[77,200],"post":[78],"content,":[79],"evaluate":[81],"engagement":[83,123,139,219],"trends,":[84],"with":[85,113,146,184],"comparisons":[86],"prior":[88],"X-based":[89],"research.":[90,202],"A":[91,141],"one-week":[92],"retrospective":[93],"dataset":[94],"posts":[97,145],"was":[98,107,135,181],"collected":[99],"using":[100,111],"SingleFile":[102],"browser":[103],"extension.":[104],"The":[105,151,167],"content":[106,213],"cleaned":[108],"analyzed":[110],"RStudio":[112],"standard":[114],"text":[115],"mining":[116],"packages.":[117],"Word":[118],"frequencies,":[119],"co-occurring":[120,154],"hashtags,":[121],"metrics":[124],"(likes,":[125],"comments,":[126],"reposts)":[127],"were":[128,149],"extracted,":[129],"chi-square":[132],"goodness-of-fit":[133],"test":[134],"performed":[136],"assess":[138],"distribution.":[140],"total":[142],"370":[144],"3,174":[147],"engagements":[148],"analyzed.":[150],"most":[152,168],"frequent":[153],"included":[156],"#agedcare,":[157],"#residentialagedcare,":[158],"#healthquality,":[160],"indicating":[161],"focus":[163],"institutional":[165],"eldercare.":[166],"common":[169],"words,":[170],"care,":[171],"aged,":[172],"solutions,":[173],"transition":[175],"reinforced":[176],"alignment.":[179],"Engagement":[180],"primarily":[182],"passive,":[183],"reactions":[185],"far":[186],"outnumbering":[187],"comments":[188],"reposts.":[190],"establishes":[193],"proof-of-concept":[195],"LinkedIn-based":[197],"analysis":[199],"LinkedIn":[203],"demonstrates":[204],"strong":[205],"potential":[206],"targeted":[208],"dissemination":[209],"literacy":[212],"professionals":[215],"policymakers,":[217],"although":[218],"strategies":[220],"may":[221],"need":[222],"be":[224],"tailored":[225],"platform's":[228],"predominantly":[229],"passive":[230],"interaction":[231],"culture.":[232]},"counts_by_year":[],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}