{"id":"https://openalex.org/W4390503652","doi":"https://doi.org/10.1007/s44212-023-00033-5","title":"Developing a social sensing index for monitoring place-oriented mental health issues using social media (twitter) data","display_name":"Developing a social sensing index for monitoring place-oriented mental health issues using social media (twitter) data","publication_year":2024,"publication_date":"2024-01-02","ids":{"openalex":"https://openalex.org/W4390503652","doi":"https://doi.org/10.1007/s44212-023-00033-5"},"language":"en","primary_location":{"id":"doi:10.1007/s44212-023-00033-5","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s44212-023-00033-5","pdf_url":"https://link.springer.com/content/pdf/10.1007/s44212-023-00033-5.pdf","source":{"id":"https://openalex.org/S4387283136","display_name":"Urban Informatics","issn_l":"2731-6963","issn":["2731-6963"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","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":"Urban Informatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s44212-023-00033-5.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5034814834","display_name":"Jaehee Park","orcid":"https://orcid.org/0000-0002-2640-4148"},"institutions":[{"id":"https://openalex.org/I154570441","display_name":"University of California, Santa Barbara","ror":"https://ror.org/02t274463","country_code":"US","type":"education","lineage":["https://openalex.org/I154570441"]},{"id":"https://openalex.org/I26538001","display_name":"San Diego State University","ror":"https://ror.org/0264fdx42","country_code":"US","type":"education","lineage":["https://openalex.org/I26538001"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Jaehee Park","raw_affiliation_strings":["Department of Geography, San Diego State University, 5500 Campanile Drive, San Diego, CA, 92182, USA","Department of Geography, University of California Santa Barbara, Santa Barbara, CA, 93106, USA"],"raw_orcid":"https://orcid.org/0000-0002-2640-4148","affiliations":[{"raw_affiliation_string":"Department of Geography, San Diego State University, 5500 Campanile Drive, San Diego, CA, 92182, USA","institution_ids":["https://openalex.org/I26538001"]},{"raw_affiliation_string":"Department of Geography, University of California Santa Barbara, Santa Barbara, CA, 93106, USA","institution_ids":["https://openalex.org/I154570441"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021407370","display_name":"Ming\u2010Hsiang Tsou","orcid":"https://orcid.org/0000-0003-3421-486X"},"institutions":[{"id":"https://openalex.org/I26538001","display_name":"San Diego State University","ror":"https://ror.org/0264fdx42","country_code":"US","type":"education","lineage":["https://openalex.org/I26538001"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ming-Hsiang Tsou","raw_affiliation_strings":["Department of Geography, San Diego State University, 5500 Campanile Drive, San Diego, CA, 92182, USA"],"raw_orcid":"https://orcid.org/0000-0003-3421-486X","affiliations":[{"raw_affiliation_string":"Department of Geography, San Diego State University, 5500 Campanile Drive, San Diego, CA, 92182, USA","institution_ids":["https://openalex.org/I26538001"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025756617","display_name":"Atsushi Nara","orcid":"https://orcid.org/0000-0003-4173-7773"},"institutions":[{"id":"https://openalex.org/I26538001","display_name":"San Diego State University","ror":"https://ror.org/0264fdx42","country_code":"US","type":"education","lineage":["https://openalex.org/I26538001"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Atsushi Nara","raw_affiliation_strings":["Department of Geography, San Diego State University, 5500 Campanile Drive, San Diego, CA, 92182, USA"],"raw_orcid":"https://orcid.org/0000-0003-4173-7773","affiliations":[{"raw_affiliation_string":"Department of Geography, San Diego State University, 5500 Campanile Drive, San Diego, CA, 92182, USA","institution_ids":["https://openalex.org/I26538001"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073085262","display_name":"Susan Cassels","orcid":"https://orcid.org/0000-0002-4915-6204"},"institutions":[{"id":"https://openalex.org/I154570441","display_name":"University of California, Santa Barbara","ror":"https://ror.org/02t274463","country_code":"US","type":"education","lineage":["https://openalex.org/I154570441"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Susan Cassels","raw_affiliation_strings":["Department of Geography, University of California Santa Barbara, Santa Barbara, CA, 93106, USA"],"raw_orcid":"https://orcid.org/0000-0002-4915-6204","affiliations":[{"raw_affiliation_string":"Department of Geography, University of California Santa Barbara, Santa Barbara, CA, 93106, USA","institution_ids":["https://openalex.org/I154570441"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064138235","display_name":"Somayeh Dodge","orcid":"https://orcid.org/0000-0003-0335-3576"},"institutions":[{"id":"https://openalex.org/I154570441","display_name":"University of California, Santa Barbara","ror":"https://ror.org/02t274463","country_code":"US","type":"education","lineage":["https://openalex.org/I154570441"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Somayeh Dodge","raw_affiliation_strings":["Department of Geography, University of California Santa Barbara, Santa Barbara, CA, 93106, USA"],"raw_orcid":"https://orcid.org/0000-0003-0335-3576","affiliations":[{"raw_affiliation_string":"Department of Geography, University of California Santa Barbara, Santa Barbara, CA, 93106, USA","institution_ids":["https://openalex.org/I154570441"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5034814834"],"corresponding_institution_ids":["https://openalex.org/I154570441","https://openalex.org/I26538001"],"apc_list":null,"apc_paid":null,"fwci":2.4435,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.86921097,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":"3","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12488","display_name":"Mental Health via Writing","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social 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/T12488","display_name":"Mental Health via Writing","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social 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/T11147","display_name":"Misinformation and Its Impacts","score":0.9950000047683716,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"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/T12214","display_name":"Media Influence and Health","score":0.9889000058174133,"subfield":{"id":"https://openalex.org/subfields/1208","display_name":"Literature and Literary Theory"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/mental-health","display_name":"Mental health","score":0.8164545297622681},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.7076965570449829},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.5139457583427429},{"id":"https://openalex.org/keywords/index","display_name":"Index (typography)","score":0.49770453572273254},{"id":"https://openalex.org/keywords/public-health","display_name":"Public health","score":0.43768712878227234},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.25061842799186707},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.1817067563533783},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.16321876645088196},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.08524897694587708}],"concepts":[{"id":"https://openalex.org/C134362201","wikidata":"https://www.wikidata.org/wiki/Q317309","display_name":"Mental health","level":2,"score":0.8164545297622681},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.7076965570449829},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.5139457583427429},{"id":"https://openalex.org/C2777382242","wikidata":"https://www.wikidata.org/wiki/Q6017816","display_name":"Index (typography)","level":2,"score":0.49770453572273254},{"id":"https://openalex.org/C138816342","wikidata":"https://www.wikidata.org/wiki/Q189603","display_name":"Public health","level":2,"score":0.43768712878227234},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.25061842799186707},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.1817067563533783},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.16321876645088196},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.08524897694587708},{"id":"https://openalex.org/C159110408","wikidata":"https://www.wikidata.org/wiki/Q121176","display_name":"Nursing","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s44212-023-00033-5","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s44212-023-00033-5","pdf_url":"https://link.springer.com/content/pdf/10.1007/s44212-023-00033-5.pdf","source":{"id":"https://openalex.org/S4387283136","display_name":"Urban Informatics","issn_l":"2731-6963","issn":["2731-6963"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","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":"Urban Informatics","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1007/s44212-023-00033-5","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s44212-023-00033-5","pdf_url":"https://link.springer.com/content/pdf/10.1007/s44212-023-00033-5.pdf","source":{"id":"https://openalex.org/S4387283136","display_name":"Urban Informatics","issn_l":"2731-6963","issn":["2731-6963"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","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":"Urban Informatics","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.5199999809265137,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4390503652.pdf"},"referenced_works_count":93,"referenced_works":["https://openalex.org/W2402700","https://openalex.org/W6274171","https://openalex.org/W41353281","https://openalex.org/W162456623","https://openalex.org/W218142243","https://openalex.org/W1527789501","https://openalex.org/W1533035847","https://openalex.org/W1604601673","https://openalex.org/W1973837973","https://openalex.org/W1974909087","https://openalex.org/W1977083569","https://openalex.org/W1991263956","https://openalex.org/W1992399362","https://openalex.org/W2004214228","https://openalex.org/W2015378554","https://openalex.org/W2024540447","https://openalex.org/W2025330985","https://openalex.org/W2028085927","https://openalex.org/W2030353587","https://openalex.org/W2030894524","https://openalex.org/W2033846669","https://openalex.org/W2035082722","https://openalex.org/W2065168079","https://openalex.org/W2082609157","https://openalex.org/W2088249753","https://openalex.org/W2099366530","https://openalex.org/W2101462238","https://openalex.org/W2106686523","https://openalex.org/W2112620321","https://openalex.org/W2116265632","https://openalex.org/W2118778378","https://openalex.org/W2121208314","https://openalex.org/W2122029090","https://openalex.org/W2123329834","https://openalex.org/W2124499489","https://openalex.org/W2129245258","https://openalex.org/W2135035282","https://openalex.org/W2135753092","https://openalex.org/W2147194983","https://openalex.org/W2163220215","https://openalex.org/W2165329563","https://openalex.org/W2190675355","https://openalex.org/W2238169501","https://openalex.org/W2250553926","https://openalex.org/W2342933002","https://openalex.org/W2352058509","https://openalex.org/W2430000499","https://openalex.org/W2469351952","https://openalex.org/W2471350540","https://openalex.org/W2473581867","https://openalex.org/W2533731454","https://openalex.org/W2549412929","https://openalex.org/W2586673608","https://openalex.org/W2603851622","https://openalex.org/W2686055936","https://openalex.org/W2736353946","https://openalex.org/W2753122118","https://openalex.org/W2774842745","https://openalex.org/W2777563813","https://openalex.org/W2792221149","https://openalex.org/W2912581524","https://openalex.org/W2943063012","https://openalex.org/W2944389678","https://openalex.org/W2982157695","https://openalex.org/W2995538291","https://openalex.org/W3013908145","https://openalex.org/W3018511310","https://openalex.org/W3033205667","https://openalex.org/W3033678880","https://openalex.org/W3039410321","https://openalex.org/W3043299460","https://openalex.org/W3049289336","https://openalex.org/W3090716445","https://openalex.org/W3099328588","https://openalex.org/W3111213086","https://openalex.org/W3127918268","https://openalex.org/W3134293787","https://openalex.org/W3135441244","https://openalex.org/W3135598740","https://openalex.org/W3156230564","https://openalex.org/W3199146084","https://openalex.org/W3213398699","https://openalex.org/W4220790135","https://openalex.org/W4221044725","https://openalex.org/W4244396868","https://openalex.org/W4244536747","https://openalex.org/W4250163220","https://openalex.org/W4280563542","https://openalex.org/W4301392846","https://openalex.org/W6630612859","https://openalex.org/W6736575291","https://openalex.org/W6787266031","https://openalex.org/W6997119643"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2931662336","https://openalex.org/W2077865380","https://openalex.org/W2134894512","https://openalex.org/W2053487507","https://openalex.org/W2765597752","https://openalex.org/W2083375246","https://openalex.org/W2067108088","https://openalex.org/W2085372204","https://openalex.org/W2769102919"],"abstract_inverted_index":{"Abstract":[0],"Research":[1],"shows":[2],"that":[3,164,178,199],"certain":[4],"external":[5],"factors":[6],"can":[7],"affect":[8],"the":[9,19,32,71,90,127,141,148,165,194,217,228],"mental":[10,22,58,84,105,116,170,206,214,229,238,255],"health":[11,23,85,106,171,207,215,230,239,242,256],"of":[12,21,140,143,197,231],"many":[13,74],"people":[14,36],"in":[15,27,70,123,156],"a":[16,100,209,224,232],"community.":[17],"Moreover,":[18],"importance":[20],"has":[24],"significantly":[25,155],"increased":[26],"recent":[28],"years":[29],"due":[30],"to":[31,51,80,98,107,115,119,146,158,193,204,244],"COVID-19":[33],"pandemic.":[34],"Many":[35],"communicate":[37],"and":[38,57,82,118,137,175,246,251],"express":[39],"their":[40,55],"emotions":[41,125,188],"through":[42],"social":[43,61,65,77,101,166,201],"media":[44,66,78,202],"platforms,":[45],"which":[46,111,222],"provide":[47],"researchers":[48],"with":[49],"opportunities":[50],"examine":[52,205],"insights":[53],"into":[54],"opinions":[56],"state.":[59],"While":[60],"sensing":[62,102,167,235],"studies":[63,75],"using":[64,76],"data":[67,79,136,203],"have":[68,87],"flourished":[69],"last":[72],"decade,":[73],"detect":[81],"predict":[83],"status":[86],"focused":[88],"on":[89,134,213,227],"individual":[91],"level.":[92,129],"In":[93],"this":[94],"study,":[95],"we":[96],"aim":[97],"generate":[99],"index":[103,168,236],"for":[104,169,237],"monitor":[108,245],"emotional":[109],"well-being,":[110],"is":[112,162],"closely":[113],"related":[114],"health,":[117],"identify":[120,247],"daily":[121],"trends":[122,153],"negative":[124,180,187,249],"at":[126,208,216],"city":[128],"We":[130,150,211],"conduct":[131],"sentiment":[132,144,152],"analysis":[133],"Twitter":[135],"compute":[138],"entropy":[139],"degree":[142],"change":[145],"develop":[147],"index.":[149],"observe":[151],"fluctuate":[154],"response":[157],"unusual":[159],"events.":[160],"It":[161],"found":[163],"reflects":[172],"both":[173],"city-wide":[174],"local":[176],"events":[177],"trigger":[179],"emotions,":[181],"as":[182,184],"well":[183],"areas":[185,253],"where":[186,254],"persist.":[189],"The":[190],"study":[191],"contributes":[192],"growing":[195],"body":[196],"research":[198],"uses":[200],"city-level.":[210],"focus":[212],"city-level":[218],"rather":[219],"than":[220],"individual,":[221],"provides":[223],"broader":[225],"perspective":[226],"population.":[233],"Social":[234],"allows":[240],"public":[241],"professionals":[243],"persistent":[248],"sentiments":[250],"potential":[252],"issues":[257],"may":[258],"emerge.":[259]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}