{"id":"https://openalex.org/W1831938957","doi":"https://doi.org/10.28945/3548","title":"Predicting the Probability for Faculty Adopting an Audience Response System in Higher Education","display_name":"Predicting the Probability for Faculty Adopting an Audience Response System in Higher Education","publication_year":2016,"publication_date":"2016-01-01","ids":{"openalex":"https://openalex.org/W1831938957","doi":"https://doi.org/10.28945/3548","mag":"1831938957"},"language":"en","primary_location":{"id":"doi:10.28945/3548","is_oa":true,"landing_page_url":"https://doi.org/10.28945/3548","pdf_url":"http://www.jite.org/documents/Vol15/JITEv15ResearchP395-407Chan2375.pdf","source":{"id":"https://openalex.org/S11358226","display_name":"Journal of Information Technology Education Research","issn_l":"1539-3585","issn":["1539-3585","1547-9706","1547-9714"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315806","host_organization_name":"Informing Science Institute","host_organization_lineage":["https://openalex.org/P4310315806"],"host_organization_lineage_names":["Informing Science Institute"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Information Technology Education: Research","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"http://www.jite.org/documents/Vol15/JITEv15ResearchP395-407Chan2375.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5068909207","display_name":"Tan Fung Ivan Chan","orcid":null},"institutions":[{"id":"https://openalex.org/I80046288","display_name":"Walden University","ror":"https://ror.org/02qp2hh41","country_code":"US","type":"education","lineage":["https://openalex.org/I80046288"]},{"id":"https://openalex.org/I151583259","display_name":"Barry University","ror":"https://ror.org/04r1hh402","country_code":"US","type":"education","lineage":["https://openalex.org/I151583259"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Tan Fung Ivan Chan","raw_affiliation_strings":["Barry University","Riley College of Education and Leadership, Walden University, Minneapolis, MN, USA"],"affiliations":[{"raw_affiliation_string":"Barry University","institution_ids":["https://openalex.org/I151583259"]},{"raw_affiliation_string":"Riley College of Education and Leadership, Walden University, Minneapolis, MN, USA","institution_ids":["https://openalex.org/I80046288"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108568940","display_name":"Marianne Borja","orcid":null},"institutions":[{"id":"https://openalex.org/I80046288","display_name":"Walden University","ror":"https://ror.org/02qp2hh41","country_code":"US","type":"education","lineage":["https://openalex.org/I80046288"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Marianne Borja","raw_affiliation_strings":["Walden University","Riley College of Education and Leadership, Walden University, Minneapolis, MN, USA"],"affiliations":[{"raw_affiliation_string":"Walden University","institution_ids":["https://openalex.org/I80046288"]},{"raw_affiliation_string":"Riley College of Education and Leadership, Walden University, Minneapolis, MN, USA","institution_ids":["https://openalex.org/I80046288"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087269308","display_name":"Brett Welch","orcid":"https://orcid.org/0000-0002-2814-9638"},"institutions":[{"id":"https://openalex.org/I80046288","display_name":"Walden University","ror":"https://ror.org/02qp2hh41","country_code":"US","type":"education","lineage":["https://openalex.org/I80046288"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Brett Welch","raw_affiliation_strings":["Walden University","Riley College of Education and Leadership, Walden University, Minneapolis, MN, USA"],"affiliations":[{"raw_affiliation_string":"Walden University","institution_ids":["https://openalex.org/I80046288"]},{"raw_affiliation_string":"Riley College of Education and Leadership, Walden University, Minneapolis, MN, USA","institution_ids":["https://openalex.org/I80046288"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038759653","display_name":"Mary Ellen Batiuk","orcid":null},"institutions":[{"id":"https://openalex.org/I80046288","display_name":"Walden University","ror":"https://ror.org/02qp2hh41","country_code":"US","type":"education","lineage":["https://openalex.org/I80046288"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mary Ellen Batiuk","raw_affiliation_strings":["Walden University","Riley College of Education and Leadership, Walden University, Minneapolis, MN, USA"],"affiliations":[{"raw_affiliation_string":"Walden University","institution_ids":["https://openalex.org/I80046288"]},{"raw_affiliation_string":"Riley College of Education and Leadership, Walden University, Minneapolis, MN, USA","institution_ids":["https://openalex.org/I80046288"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5068909207"],"corresponding_institution_ids":["https://openalex.org/I151583259","https://openalex.org/I80046288"],"apc_list":null,"apc_paid":null,"fwci":4.0288,"has_fulltext":true,"cited_by_count":16,"citation_normalized_percentile":{"value":0.93517115,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"15","issue":null,"first_page":"395","last_page":"407"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11526","display_name":"Innovative Teaching Methods","score":0.9952999949455261,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"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/T11526","display_name":"Innovative Teaching Methods","score":0.9952999949455261,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"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/T12593","display_name":"Communication in Education and Healthcare","score":0.9782000184059143,"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/T10162","display_name":"Online and Blended Learning","score":0.9557999968528748,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"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/leverage","display_name":"Leverage (statistics)","score":0.5830857753753662},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4736838638782501},{"id":"https://openalex.org/keywords/higher-education","display_name":"Higher education","score":0.46673783659935},{"id":"https://openalex.org/keywords/observability","display_name":"Observability","score":0.4635547697544098},{"id":"https://openalex.org/keywords/logistic-regression","display_name":"Logistic regression","score":0.45727068185806274},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.4305567145347595},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.3547244369983673},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.31574857234954834},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.164360910654068},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.14016789197921753},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.10420483350753784}],"concepts":[{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.5830857753753662},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4736838638782501},{"id":"https://openalex.org/C120912362","wikidata":"https://www.wikidata.org/wiki/Q136822","display_name":"Higher education","level":2,"score":0.46673783659935},{"id":"https://openalex.org/C36299963","wikidata":"https://www.wikidata.org/wiki/Q1369844","display_name":"Observability","level":2,"score":0.4635547697544098},{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.45727068185806274},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.4305567145347595},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3547244369983673},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.31574857234954834},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.164360910654068},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.14016789197921753},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.10420483350753784},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","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":1,"locations":[{"id":"doi:10.28945/3548","is_oa":true,"landing_page_url":"https://doi.org/10.28945/3548","pdf_url":"http://www.jite.org/documents/Vol15/JITEv15ResearchP395-407Chan2375.pdf","source":{"id":"https://openalex.org/S11358226","display_name":"Journal of Information Technology Education Research","issn_l":"1539-3585","issn":["1539-3585","1547-9706","1547-9714"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315806","host_organization_name":"Informing Science Institute","host_organization_lineage":["https://openalex.org/P4310315806"],"host_organization_lineage_names":["Informing Science Institute"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Information Technology Education: Research","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.28945/3548","is_oa":true,"landing_page_url":"https://doi.org/10.28945/3548","pdf_url":"http://www.jite.org/documents/Vol15/JITEv15ResearchP395-407Chan2375.pdf","source":{"id":"https://openalex.org/S11358226","display_name":"Journal of Information Technology Education Research","issn_l":"1539-3585","issn":["1539-3585","1547-9706","1547-9714"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315806","host_organization_name":"Informing Science Institute","host_organization_lineage":["https://openalex.org/P4310315806"],"host_organization_lineage_names":["Informing Science Institute"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Information Technology Education: Research","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.6299999952316284,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W1831938957.pdf","grobid_xml":"https://content.openalex.org/works/W1831938957.grobid-xml"},"referenced_works_count":54,"referenced_works":["https://openalex.org/W29367112","https://openalex.org/W333352573","https://openalex.org/W580400059","https://openalex.org/W1480837693","https://openalex.org/W1514138309","https://openalex.org/W1516136649","https://openalex.org/W1557725064","https://openalex.org/W1597640195","https://openalex.org/W1929105334","https://openalex.org/W1966941561","https://openalex.org/W1967665454","https://openalex.org/W1971617390","https://openalex.org/W1973562429","https://openalex.org/W1977055232","https://openalex.org/W1990513740","https://openalex.org/W1990670685","https://openalex.org/W1992413446","https://openalex.org/W1998025025","https://openalex.org/W2000933174","https://openalex.org/W2005869407","https://openalex.org/W2007117062","https://openalex.org/W2016382728","https://openalex.org/W2037668591","https://openalex.org/W2060248575","https://openalex.org/W2067844880","https://openalex.org/W2068172675","https://openalex.org/W2074278421","https://openalex.org/W2097140304","https://openalex.org/W2097668694","https://openalex.org/W2100408980","https://openalex.org/W2109070640","https://openalex.org/W2115556600","https://openalex.org/W2119372911","https://openalex.org/W2121344362","https://openalex.org/W2122954012","https://openalex.org/W2124760745","https://openalex.org/W2129813073","https://openalex.org/W2129851386","https://openalex.org/W2130320021","https://openalex.org/W2132997745","https://openalex.org/W2137965741","https://openalex.org/W2154719463","https://openalex.org/W2159433048","https://openalex.org/W2166946056","https://openalex.org/W2266469873","https://openalex.org/W2792265950","https://openalex.org/W4300648631","https://openalex.org/W4302785603","https://openalex.org/W6601155294","https://openalex.org/W6628658162","https://openalex.org/W6635955734","https://openalex.org/W6678994336","https://openalex.org/W6682842740","https://openalex.org/W6996281411"],"related_works":["https://openalex.org/W2046459260","https://openalex.org/W1971989957","https://openalex.org/W3157641275","https://openalex.org/W2517338020","https://openalex.org/W4312300846","https://openalex.org/W2615757685","https://openalex.org/W3000546688","https://openalex.org/W2110237297","https://openalex.org/W3029572990","https://openalex.org/W1971832116"],"abstract_inverted_index":{"Instructional":[0],"technologies":[1,23],"can":[2],"be":[3,14,134],"effective":[4],"tools":[5],"to":[6,16,87,115,127,133,138,143,148,164,168],"foster":[7,169],"student":[8],"engagement,":[9],"but":[10],"university":[11,75],"faculty":[12,55,72,98,131,170],"may":[13],"reluctant":[15],"integrate":[17],"innovative":[18],"and":[19,49,110,145],"evidence-based":[20],"modern":[21],"learning":[22],"into":[24,62,102,175],"instruction.":[25,63,103,176],"Based":[26],"on":[27],"Rogers\u2019":[28],"diffusion":[29],"of":[30,42,54,66,70,91,97,105,120,172],"innovation":[31,43,92],"theory,":[32],"this":[33],"quantitative,":[34],"nonexperimental,":[35],"one-shot":[36],"cross-sectional":[37],"survey":[38],"determined":[39],"what":[40],"attributes":[41,90,167],"(relative":[44],"advantage,":[45],"compatibility,":[46],"complexity,":[47],"trialability,":[48],"observability)":[50],"predict":[51,94],"the":[52,57,67,77,89,95,100,106,116,121,130,136,140,151,173],"probability":[53,96],"adopting":[56,99],"audience":[58],"response":[59],"system":[60],"(ARS)":[61],"The":[64,118],"sample":[65],"study":[68],"consisted":[69],"201":[71],"at":[73],"a":[74],"in":[76,125,156],"southeastern":[78],"United":[79],"States.":[80],"Binary":[81],"logistic":[82],"regression":[83],"analysis":[84],"was":[85],"used":[86],"determine":[88],"that":[93],"ARS":[101,141,174],"Out":[104],"five":[107],"attributes,":[108],"compatibility":[109],"trialability":[111],"made":[112,163],"significant":[113],"contributions":[114],"model.":[117],"implication":[119],"findings":[122],"is":[123],"that,":[124],"order":[126],"maximize":[128],"adoption,":[129],"needs":[132],"given":[135],"opportunity":[137],"pre-test":[139],"prior":[142],"implementation,":[144],"they":[146],"need":[147],"know":[149],"how":[150],"technology":[152],"will":[153],"assist":[154],"them":[155],"achieving":[157],"their":[158],"pedagogical":[159],"goals.":[160],"Recommendations":[161],"were":[162],"leverage":[165],"these":[166],"adoption":[171]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
