{"id":"https://openalex.org/W4214898073","doi":"https://doi.org/10.1145/3506860.3506868","title":"Too Fast for Their Own Good: Analyzing a Decade of Student Exercise Responses to Explore the Impact of Math Solving Photo Apps","display_name":"Too Fast for Their Own Good: Analyzing a Decade of Student Exercise Responses to Explore the Impact of Math Solving Photo Apps","publication_year":2022,"publication_date":"2022-03-03","ids":{"openalex":"https://openalex.org/W4214898073","doi":"https://doi.org/10.1145/3506860.3506868"},"language":"en","primary_location":{"id":"doi:10.1145/3506860.3506868","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3506860.3506868","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3506860.3506868","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"LAK22: 12th International Learning Analytics and Knowledge Conference","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3506860.3506868","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5059428130","display_name":"Jay Sloan-Lynch","orcid":"https://orcid.org/0000-0003-4228-8017"},"institutions":[{"id":"https://openalex.org/I1283104182","display_name":"Pearson (United States)","ror":"https://ror.org/02naadr48","country_code":"US","type":"company","lineage":["https://openalex.org/I1283104182","https://openalex.org/I4210088969"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Jay Sloan-Lynch","raw_affiliation_strings":["Pearson, United States"],"affiliations":[{"raw_affiliation_string":"Pearson, United States","institution_ids":["https://openalex.org/I1283104182"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038768267","display_name":"Nathanael Gay","orcid":null},"institutions":[{"id":"https://openalex.org/I243586174","display_name":"Keiser University","ror":"https://ror.org/01s383j21","country_code":"US","type":"education","lineage":["https://openalex.org/I243586174"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nathanael Gay","raw_affiliation_strings":["Keiser University, United States"],"affiliations":[{"raw_affiliation_string":"Keiser University, United States","institution_ids":["https://openalex.org/I243586174"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005459894","display_name":"Robert Watkins","orcid":"https://orcid.org/0000-0001-7439-8806"},"institutions":[{"id":"https://openalex.org/I243586174","display_name":"Keiser University","ror":"https://ror.org/01s383j21","country_code":"US","type":"education","lineage":["https://openalex.org/I243586174"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Robert Watkins","raw_affiliation_strings":["Keiser University, United States"],"affiliations":[{"raw_affiliation_string":"Keiser University, United States","institution_ids":["https://openalex.org/I243586174"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5059428130"],"corresponding_institution_ids":["https://openalex.org/I1283104182"],"apc_list":null,"apc_paid":null,"fwci":0.4212,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.68734757,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"4","issue":null,"first_page":"67","last_page":"76"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/T11122","display_name":"Online Learning and Analytics","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/T10547","display_name":"Education, Achievement, and Giftedness","score":0.982699990272522,"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"}},{"id":"https://openalex.org/T11400","display_name":"Motivation and Self-Concept in Sports","score":0.9815000295639038,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/coursework","display_name":"Coursework","score":0.8260239362716675},{"id":"https://openalex.org/keywords/acknowledgement","display_name":"Acknowledgement","score":0.635299563407898},{"id":"https://openalex.org/keywords/cheating","display_name":"Cheating","score":0.5771437287330627},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.5130254626274109},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.44436416029930115},{"id":"https://openalex.org/keywords/math-education","display_name":"Math education","score":0.4414999186992645},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.2850474715232849}],"concepts":[{"id":"https://openalex.org/C2781110425","wikidata":"https://www.wikidata.org/wiki/Q2074695","display_name":"Coursework","level":2,"score":0.8260239362716675},{"id":"https://openalex.org/C2777880217","wikidata":"https://www.wikidata.org/wiki/Q4674282","display_name":"Acknowledgement","level":2,"score":0.635299563407898},{"id":"https://openalex.org/C2778024590","wikidata":"https://www.wikidata.org/wiki/Q2357432","display_name":"Cheating","level":2,"score":0.5771437287330627},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.5130254626274109},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.44436416029930115},{"id":"https://openalex.org/C2984408293","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Math education","level":2,"score":0.4414999186992645},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2850474715232849},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3506860.3506868","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3506860.3506868","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3506860.3506868","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"LAK22: 12th International Learning Analytics and Knowledge Conference","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3506860.3506868","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3506860.3506868","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3506860.3506868","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"LAK22: 12th International Learning Analytics and Knowledge Conference","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.8700000047683716,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4214898073.pdf","grobid_xml":"https://content.openalex.org/works/W4214898073.grobid-xml"},"referenced_works_count":28,"referenced_works":["https://openalex.org/W16611106","https://openalex.org/W1004493436","https://openalex.org/W1523686749","https://openalex.org/W1868936975","https://openalex.org/W1974808695","https://openalex.org/W2024436279","https://openalex.org/W2037040146","https://openalex.org/W2092525986","https://openalex.org/W2162764535","https://openalex.org/W2169398191","https://openalex.org/W2210557018","https://openalex.org/W2506452353","https://openalex.org/W2560747438","https://openalex.org/W2582743722","https://openalex.org/W2604819331","https://openalex.org/W2747279489","https://openalex.org/W2775105814","https://openalex.org/W2785318267","https://openalex.org/W2885047664","https://openalex.org/W2904219491","https://openalex.org/W2995326110","https://openalex.org/W3091616849","https://openalex.org/W3094685058","https://openalex.org/W3128603696","https://openalex.org/W3129162451","https://openalex.org/W3162196585","https://openalex.org/W3164248002","https://openalex.org/W3192527065"],"related_works":["https://openalex.org/W2012288173","https://openalex.org/W1504381137","https://openalex.org/W1968538666","https://openalex.org/W4283656061","https://openalex.org/W2097662580","https://openalex.org/W2620413320","https://openalex.org/W3199302685","https://openalex.org/W2344072770","https://openalex.org/W1964052846","https://openalex.org/W2121993451"],"abstract_inverted_index":{"The":[0],"introduction":[1,144],"of":[2,53,66,91,109,147,160,184],"math":[3,19,69,117,123,148,169,189],"solving":[4,118,149,170],"photo":[5,119,150,171],"apps":[6,32,151,172],"in":[7,80,98,103,135,152,177,195],"late":[8],"2014":[9],"presented":[10],"students":[11,28,46,194],"with":[12,106,142,175],"a":[13,62,89],"tempting":[14],"new":[15],"way":[16],"to":[17,33,77,121,168,187],"solve":[18],"problems":[20,124],"quickly":[21],"and":[22,51,71,127,145,154,192],"accurately.":[23],"Despite":[24],"widespread":[25],"acknowledgement":[26],"that":[27,133,165],"increasingly":[29],"use":[30],"these":[31,161],"complete":[34],"their":[35],"coursework,":[36],"as":[37,39,44],"well":[38],"growing":[40,113],"concerns":[41],"about":[42],"cheating":[43],"more":[45],"learn":[47],"online,":[48],"the":[49,85,143,158],"prevalence":[50],"impact":[52],"this":[54],"technology":[55,120],"remains":[56],"largely":[57],"unexplored.":[58],"This":[59],"study":[60],"uses":[61],"large":[63],"dataset":[64],"consisting":[65],"700":[67],"unique":[68],"exercises":[70],"over":[72],"82":[73],"million":[74],"student":[75,114],"submissions":[76],"investigate":[78],"changes":[79],"exercise":[81,99,136,166],"answering":[82,137],"speeds":[83,138],"during":[84],"last":[86],"decade.":[87],"Through":[88],"series":[90],"exploratory":[92],"analyses,":[93],"we":[94,155],"identify":[95],"dramatic":[96],"shifts":[97],"submission":[100,178],"speed":[101],"distributions":[102],"recent":[104],"years,":[105],"increasing":[107],"numbers":[108],"rapid":[110],"responses":[111],"suggesting":[112],"reliance":[115],"on":[116,125],"answer":[122],"homework":[126],"exams.":[128],"Our":[129],"analyses":[130],"also":[131],"reveal":[132],"decreases":[134,176],"have":[139],"occurred":[140],"contemporaneously":[141],"proliferation":[146],"education":[153],"further":[156],"substantiate":[157],"role":[159],"tools":[162],"by":[163],"verifying":[164],"susceptibility":[167],"is":[173],"associated":[174],"speeds.":[179],"We":[180],"discuss":[181],"potential":[182],"applications":[183],"our":[185],"findings":[186],"improve":[188],"assessment":[190],"design":[191],"support":[193],"adopting":[196],"better":[197],"learning":[198],"strategies.":[199]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
