{"id":"https://openalex.org/W4402351139","doi":"https://doi.org/10.1109/tvcg.2024.3456343","title":"What Can Interactive Visualization Do for Participatory Budgeting in Chicago?","display_name":"What Can Interactive Visualization Do for Participatory Budgeting in Chicago?","publication_year":2024,"publication_date":"2024-09-09","ids":{"openalex":"https://openalex.org/W4402351139","doi":"https://doi.org/10.1109/tvcg.2024.3456343","pmid":"https://pubmed.ncbi.nlm.nih.gov/39250386"},"language":"en","primary_location":{"id":"doi:10.1109/tvcg.2024.3456343","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/tvcg.2024.3456343","pdf_url":null,"source":{"id":"https://openalex.org/S84775595","display_name":"IEEE Transactions on Visualization and Computer Graphics","issn_l":"1077-2626","issn":["1077-2626","1941-0506","2160-9306"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Visualization and Computer Graphics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5001536494","display_name":"Alex Kale","orcid":"https://orcid.org/0000-0001-7668-2800"},"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":"Alex Kale","raw_affiliation_strings":["University of Chicago, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Chicago, USA","institution_ids":["https://openalex.org/I40347166"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076306018","display_name":"Danni Liu","orcid":"https://orcid.org/0000-0001-5419-1963"},"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":"Danni Liu","raw_affiliation_strings":["University of Chicago, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Chicago, USA","institution_ids":["https://openalex.org/I40347166"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106163697","display_name":"Maria Gabriela Ayala","orcid":null},"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":"Maria Gabriela Ayala","raw_affiliation_strings":["University of Chicago, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Chicago, USA","institution_ids":["https://openalex.org/I40347166"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106066920","display_name":"Harper Schwab","orcid":null},"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":"Harper Schwab","raw_affiliation_strings":["University of Chicago, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Chicago, USA","institution_ids":["https://openalex.org/I40347166"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058039138","display_name":"Andrew McNutt","orcid":"https://orcid.org/0000-0001-8255-4258"},"institutions":[{"id":"https://openalex.org/I201448701","display_name":"University of Washington","ror":"https://ror.org/00cvxb145","country_code":"US","type":"education","lineage":["https://openalex.org/I201448701"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Andrew McNutt","raw_affiliation_strings":["University of Washington, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Washington, USA","institution_ids":["https://openalex.org/I201448701"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.9408,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.90586767,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"31","issue":"1","first_page":"415","last_page":"425"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10213","display_name":"Public Policy and Administration Research","score":0.5133000016212463,"subfield":{"id":"https://openalex.org/subfields/3321","display_name":"Public Administration"},"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/T10213","display_name":"Public Policy and Administration Research","score":0.5133000016212463,"subfield":{"id":"https://openalex.org/subfields/3321","display_name":"Public Administration"},"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/T11461","display_name":"Local Government Finance and Decentralization","score":0.4580000042915344,"subfield":{"id":"https://openalex.org/subfields/3320","display_name":"Political Science and International Relations"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7881733179092407},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.756380558013916},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.5596870183944702},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.5036699175834656},{"id":"https://openalex.org/keywords/interactive-visualization","display_name":"Interactive visualization","score":0.4699839651584625},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4358982443809509},{"id":"https://openalex.org/keywords/participatory-budgeting","display_name":"Participatory budgeting","score":0.4110291600227356},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.15865811705589294}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7881733179092407},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.756380558013916},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.5596870183944702},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.5036699175834656},{"id":"https://openalex.org/C64073096","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Interactive visualization","level":3,"score":0.4699839651584625},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4358982443809509},{"id":"https://openalex.org/C2777305734","wikidata":"https://www.wikidata.org/wiki/Q1021120","display_name":"Participatory budgeting","level":4,"score":0.4110291600227356},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.15865811705589294},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"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/C555826173","wikidata":"https://www.wikidata.org/wiki/Q7174","display_name":"Democracy","level":3,"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":2,"locations":[{"id":"doi:10.1109/tvcg.2024.3456343","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/tvcg.2024.3456343","pdf_url":null,"source":{"id":"https://openalex.org/S84775595","display_name":"IEEE Transactions on Visualization and Computer Graphics","issn_l":"1077-2626","issn":["1077-2626","1941-0506","2160-9306"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Visualization and Computer Graphics","raw_type":"journal-article"},{"id":"pmid:39250386","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39250386","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":"IEEE transactions on visualization and computer graphics","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320309626","display_name":"University of Chicago","ror":"https://ror.org/024mw5h28"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":68,"referenced_works":["https://openalex.org/W1870513053","https://openalex.org/W1980209219","https://openalex.org/W1997772859","https://openalex.org/W2037119296","https://openalex.org/W2042252751","https://openalex.org/W2050674259","https://openalex.org/W2064334644","https://openalex.org/W2065392077","https://openalex.org/W2078049012","https://openalex.org/W2110404837","https://openalex.org/W2136527772","https://openalex.org/W2140964946","https://openalex.org/W2141284070","https://openalex.org/W2148574912","https://openalex.org/W2150634379","https://openalex.org/W2165665108","https://openalex.org/W2167236034","https://openalex.org/W2171073562","https://openalex.org/W2291069971","https://openalex.org/W2316419679","https://openalex.org/W2513780624","https://openalex.org/W2610743056","https://openalex.org/W2611586694","https://openalex.org/W2750605487","https://openalex.org/W2795612717","https://openalex.org/W2795969244","https://openalex.org/W2888847922","https://openalex.org/W2908972697","https://openalex.org/W2952342347","https://openalex.org/W2953580430","https://openalex.org/W2956950611","https://openalex.org/W2958191092","https://openalex.org/W2986148085","https://openalex.org/W3011865677","https://openalex.org/W3086713402","https://openalex.org/W3092187089","https://openalex.org/W3121860146","https://openalex.org/W3123885984","https://openalex.org/W3175726067","https://openalex.org/W4200570755","https://openalex.org/W4206374968","https://openalex.org/W4240605881","https://openalex.org/W4241055154","https://openalex.org/W4242918116","https://openalex.org/W4248606119","https://openalex.org/W4255572092","https://openalex.org/W4288076431","https://openalex.org/W4291137729","https://openalex.org/W4293872935","https://openalex.org/W4294723759","https://openalex.org/W4302933549","https://openalex.org/W4309066014","https://openalex.org/W4318751986","https://openalex.org/W4366548422","https://openalex.org/W4366549833","https://openalex.org/W4366550890","https://openalex.org/W4382132409","https://openalex.org/W4382457877","https://openalex.org/W4382601395","https://openalex.org/W4384648014","https://openalex.org/W4388018862","https://openalex.org/W4389937491","https://openalex.org/W4391020588","https://openalex.org/W4399205408","https://openalex.org/W4400079958","https://openalex.org/W6676830278","https://openalex.org/W6801711490","https://openalex.org/W6844453825"],"related_works":["https://openalex.org/W2013728941","https://openalex.org/W2006240110","https://openalex.org/W2751110224","https://openalex.org/W2147036980","https://openalex.org/W1510524001","https://openalex.org/W1973315673","https://openalex.org/W2520625499","https://openalex.org/W2996372188","https://openalex.org/W2131473689","https://openalex.org/W2771576151"],"abstract_inverted_index":{"Participatory":[0],"budgeting":[1],"(PB)":[2],"is":[3],"a":[4,28,47,63,93,102,133],"democratic":[5],"approach":[6],"to":[7,44,118,131,141,148,161],"allocating":[8],"municipal":[9,35],"spending":[10],"that":[11,111],"has":[12],"been":[13],"adopted":[14],"in":[15,18,22,76,168],"many":[16],"places":[17],"recent":[19],"years,":[20],"including":[21],"Chicago.":[23],"Current":[24],"PB":[25,60,104,145],"voting":[26,96],"resembles":[27],"ballot":[29],"where":[30],"residents":[31],"are":[32],"asked":[33],"which":[34],"projects,":[36],"such":[37],"as":[38],"school":[39],"improvements":[40],"and":[41,72,80,92,153,169],"road":[42],"repairs,":[43],"fund":[45],"with":[46,69,74],"limited":[48],"budget.":[49],"In":[50],"this":[51],"work,":[52],"we":[53,109],"ask":[54],"how":[55,86],"interactive":[56],"visualization":[57,112,140,159],"can":[58,98],"benefit":[59],"by":[61,166],"conducting":[62],"design":[64],"probe-based":[65],"interview":[66],"study":[67],"(N=13)":[68],"policy":[70],"workers":[71],"academics":[73],"expertise":[75],"PB,":[77],"urban":[78],"planning,":[79],"civic":[81,164],"HCI.":[82],"Our":[83],"probe":[84],"explores":[85],"graphical":[87],"elicitation":[88],"of":[89,95,136],"voter":[90],"preferences":[91],"dashboard":[94],"statistics":[97],"be":[99],"incorporated":[100],"into":[101],"realistic":[103],"tool.":[105],"Through":[106],"qualitative":[107],"analysis,":[108],"find":[110],"creates":[113],"opportunities":[114],"for":[115,157],"city":[116],"government":[117],"set":[119],"expectations":[120],"about":[121,144],"budget":[122],"constraints":[123],"while":[124],"also":[125],"granting":[126],"their":[127],"constituents":[128],"greater":[129],"freedom":[130],"articulate":[132],"wider":[134],"range":[135],"preferences.":[137],"However,":[138],"using":[139],"provide":[142],"transparency":[143],"requires":[146],"efforts":[147],"mitigate":[149],"potential":[150],"access":[151],"barriers":[152],"mistrust.":[154],"We":[155],"call":[156],"more":[158],"professionals":[160],"help":[162],"build":[163],"capacity":[165],"working":[167],"studying":[170],"political":[171],"systems.":[172]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":2}],"updated_date":"2026-07-17T09:13:05.818461","created_date":"2025-10-10T00:00:00"}