{"id":"https://openalex.org/W146293383","doi":"https://doi.org/10.5555/2254436.2254496","title":"Interactive analysis of Likert scale data using a multichart visualization tool","display_name":"Interactive analysis of Likert scale data using a multichart visualization tool","publication_year":2011,"publication_date":"2011-10-25","ids":{"openalex":"https://openalex.org/W146293383","doi":"https://doi.org/10.5555/2254436.2254496","mag":"146293383"},"language":"en","primary_location":{"id":"pmh:oai:espace2.etsmtl.ca:24873","doi":null,"is_oa":false,"landing_page_url":"https://espace2.etsmtl.ca/id/eprint/24873/","pdf_url":null,"source":{"id":"https://openalex.org/S4306402392","display_name":"Espace \u00c9TS (ETS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I9736820","host_organization_name":"\u00c9cole de Technologie Sup\u00e9rieure","host_organization_lineage":["https://openalex.org/I9736820"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Compte rendu de conf\u00e9rence"},"parent_works":[],"lineage":["https://openalex.org/W146293383"],"child_works_count":0,"type":"conference-paper","is_traditional":true,"indexed_in":[],"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/A5008013233","display_name":"F\u00e1bio dos Santos Petrillo","orcid":"https://orcid.org/0000-0002-8355-1494","observed_orcids":["https://orcid.org/0000-0002-8355-1494"]},"institutions":[{"id":"https://openalex.org/I130442723","display_name":"Universidade Federal do Rio Grande do Sul","ror":"https://ror.org/041yk2d64","country_code":"BR","type":"education","lineage":["https://openalex.org/I130442723"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"F\u00e1bio Petrillo","raw_affiliation_strings":["Federal University of Rio Grande do Sul \u2013 UFRGS, Porto Alegre, Brazil"],"raw_orcid":"https://orcid.org/0000-0002-8355-1494","affiliations":[{"raw_affiliation_string":"Federal University of Rio Grande do Sul \u2013 UFRGS, Porto Alegre, Brazil","institution_ids":["https://openalex.org/I130442723"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041743756","display_name":"Andr\u00e9 Suslik Spritzer","orcid":"https://orcid.org/0009-0002-4232-1585","observed_orcids":["https://orcid.org/0009-0002-4232-1585"]},"institutions":[{"id":"https://openalex.org/I130442723","display_name":"Universidade Federal do Rio Grande do Sul","ror":"https://ror.org/041yk2d64","country_code":"BR","type":"education","lineage":["https://openalex.org/I130442723"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Andr\u00e9 Suslik Spritzer","raw_affiliation_strings":["Federal University of Rio Grande do Sul \u2013 UFRGS, Porto Alegre, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Federal University of Rio Grande do Sul \u2013 UFRGS, Porto Alegre, Brazil","institution_ids":["https://openalex.org/I130442723"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111927372","display_name":"Carla Maria Dal Sasso Freitas","orcid":"https://orcid.org/0000-0003-1986-8435","observed_orcids":["https://orcid.org/0000-0003-1986-8435"]},"institutions":[{"id":"https://openalex.org/I130442723","display_name":"Universidade Federal do Rio Grande do Sul","ror":"https://ror.org/041yk2d64","country_code":"BR","type":"education","lineage":["https://openalex.org/I130442723"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Carla Dal Sasso Freitas","raw_affiliation_strings":["Federal University of Rio Grande do Sul \u2013 UFRGS, Porto Alegre, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Federal University of Rio Grande do Sul \u2013 UFRGS, Porto Alegre, Brazil","institution_ids":["https://openalex.org/I130442723"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077022059","display_name":"Marcelo Soares Pimenta","orcid":"https://orcid.org/0000-0002-4712-089X","observed_orcids":["https://orcid.org/0000-0002-4712-089X"]},"institutions":[{"id":"https://openalex.org/I130442723","display_name":"Universidade Federal do Rio Grande do Sul","ror":"https://ror.org/041yk2d64","country_code":"BR","type":"education","lineage":["https://openalex.org/I130442723"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Marcelo Soares Pimenta","raw_affiliation_strings":["Federal University of Rio Grande do Sul \u2013 UFRGS, Porto Alegre, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Federal University of Rio Grande do Sul \u2013 UFRGS, Porto Alegre, Brazil","institution_ids":["https://openalex.org/I130442723"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I130442723"],"apc_list":null,"apc_paid":null,"fwci":0.7642,"has_fulltext":false,"cited_by_count":23,"citation_normalized_percentile":{"value":0.70061902,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":87,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"358","last_page":"365"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1704","display_name":"Computer Graphics and Computer-Aided Design"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1704","display_name":"Computer Graphics and Computer-Aided Design"},"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/T10481","display_name":"Computer Graphics and Visualization Techniques","score":0.0,"subfield":{"id":"https://openalex.org/subfields/1704","display_name":"Computer Graphics and Computer-Aided Design"},"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/T11516","display_name":"Visual and Cognitive Learning Processes","score":0.0,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/likert-scale-data","display_name":"Likert scale data","score":0.9959999918937683},{"id":"https://openalex.org/keywords/interactive-visualization","display_name":"interactive visualization","score":0.7609999775886536},{"id":"https://openalex.org/keywords/exploratory-data-analysis","display_name":"exploratory data analysis","score":0.7459999918937683},{"id":"https://openalex.org/keywords/questionnaire-analysis","display_name":"questionnaire analysis","score":0.5690000057220459}],"concepts":[{"id":"https://openalex.org/C105776082","wikidata":"https://www.wikidata.org/wiki/Q617473","display_name":"Likert scale","level":2,"score":0.8921109437942505},{"id":"https://openalex.org/C61122496","wikidata":"https://www.wikidata.org/wiki/Q1124595","display_name":"Bar chart","level":2,"score":0.8846380710601807},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.7720603942871094},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7021253108978271},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.6580819487571716},{"id":"https://openalex.org/C205208641","wikidata":"https://www.wikidata.org/wiki/Q273404","display_name":"Pie chart","level":2,"score":0.624035120010376},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.5468560457229614},{"id":"https://openalex.org/C2777026412","wikidata":"https://www.wikidata.org/wiki/Q2684591","display_name":"Statement (logic)","level":2,"score":0.47863808274269104},{"id":"https://openalex.org/C92560755","wikidata":"https://www.wikidata.org/wiki/Q895726","display_name":"Box plot","level":2,"score":0.4776105582714081},{"id":"https://openalex.org/C190812933","wikidata":"https://www.wikidata.org/wiki/Q28923","display_name":"Chart","level":2,"score":0.45437049865722656},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4487820267677307},{"id":"https://openalex.org/C64073096","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Interactive visualization","level":3,"score":0.41334372758865356},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.39933300018310547},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.22237160801887512},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13036388158798218},{"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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","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}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:espace2.etsmtl.ca:24873","doi":null,"is_oa":false,"landing_page_url":"https://espace2.etsmtl.ca/id/eprint/24873/","pdf_url":null,"source":{"id":"https://openalex.org/S4306402392","display_name":"Espace \u00c9TS (ETS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I9736820","host_organization_name":"\u00c9cole de Technologie Sup\u00e9rieure","host_organization_lineage":["https://openalex.org/I9736820"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Compte rendu de conf\u00e9rence"},{"id":"mag:146293383","doi":"https://doi.org/10.5555/2254436.2254496","is_oa":false,"landing_page_url":"https://www.researchgate.net/profile/Fabio_Petrillo/publication/262396170_Interactive_analysis_of_Likert_scale_data_using_a_multichart_visualization_tool/links/5596788a08ae5d8f39315022.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306420448","display_name":"Latin American conference on Human-Computer Interaction","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"conference"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"Latin American conference on Human-Computer Interaction","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W52809394","https://openalex.org/W1540101265","https://openalex.org/W2034429980","https://openalex.org/W2084864069","https://openalex.org/W2091932955","https://openalex.org/W2107139603","https://openalex.org/W2110080554","https://openalex.org/W2322584079"],"related_works":["https://openalex.org/W2908213093","https://openalex.org/W7128731378","https://openalex.org/W7060715372","https://openalex.org/W6960272269","https://openalex.org/W4291138180","https://openalex.org/W7111840685","https://openalex.org/W7042720350","https://openalex.org/W6941440644","https://openalex.org/W2105246029","https://openalex.org/W2145459236"],"abstract_inverted_index":{"Likert":[0,123,138],"scale":[1,124,139],"data":[2,5,140,165],"correspond":[3],"to":[4,45,68,71,97,104,133,163],"collected":[6],"from":[7,142],"questionnaires,":[8],"where":[9,178],"there":[10],"are":[11,43,66,76],"several":[12,37],"statements":[13],"about":[14],"a":[15,80,151,175],"fact,":[16],"situation,":[17],"design":[18],"or":[19,107],"technique,":[20],"and":[21,55,75,154,158],"the":[22,99,111,118,135,169],"respondents":[23,46],"must":[24],"specify":[25],"their":[26],"level":[27],"of":[28,36,82,110,121,137,171],"agreement":[29],"with":[30,63],"each":[31,59],"statement":[32],"by":[33],"marking":[34],"one":[35],"ordered":[38],"alternatives.":[39],"Often,":[40],"five":[41],"choices":[42],"posed":[44],"(strongly":[47],"agree,":[48,49],"neither":[50],"agree":[51],"nor":[52],"disagree,":[53],"disagree":[54],"strongly":[56],"disagree)":[57],"for":[58,90],"statement.":[60],"Data":[61],"obtained":[62,141],"such":[64],"surveys":[65],"translated":[67],"numerical":[69],"scores":[70],"undergo":[72],"statistical":[73],"analysis,":[74],"presented":[77],"graphically":[78],"in":[79,174],"number":[81],"different":[83,105,160,181],"ways.":[84],"When":[85],"evaluating":[86],"information":[87],"visualization":[88,131],"techniques,":[89],"comparison":[91],"purposes":[92],"it":[93],"is":[94,148],"often":[95],"necessary":[96],"apply":[98],"same":[100],"Likert-scale":[101],"based":[102,149],"questionnaire":[103],"views":[106],"techniques.":[108],"Most":[109],"existing":[112],"tools,":[113],"however,":[114],"do":[115],"not":[116],"support":[117,164],"simultaneous":[119],"analysis":[120,136],"multiple":[122],"datasets.":[125],"This":[126],"paper":[127],"presents":[128],"an":[129],"interactive":[130,161],"technique":[132,147],"help":[134],"several,":[143],"alternative":[144],"sources.":[145],"The":[146],"on":[150],"hybrid":[152],"table":[153],"bar":[155],"chart":[156],"view,":[157],"provides":[159],"tools":[162],"exploration.":[166],"We":[167],"describe":[168],"use":[170],"our":[172],"tool":[173],"case":[176],"study":[177],"we":[179],"compare":[180],"graph":[182],"layouts.":[183]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":3}],"updated_date":"2026-11-14T11:04:58.165337","created_date":"2016-06-24T00:00:00"}
