{"id":"https://openalex.org/W2899029779","doi":"https://doi.org/10.1145/3274462","title":"Learning by Doing versus Learning by Viewing","display_name":"Learning by Doing versus Learning by Viewing","publication_year":2018,"publication_date":"2018-11-01","ids":{"openalex":"https://openalex.org/W2899029779","doi":"https://doi.org/10.1145/3274462","mag":"2899029779"},"language":"en","primary_location":{"id":"doi:10.1145/3274462","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3274462","pdf_url":null,"source":{"id":"https://openalex.org/S4210183893","display_name":"Proceedings of the ACM on Human-Computer Interaction","issn_l":"2573-0142","issn":["2573-0142"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM on Human-Computer Interaction","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"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/A5034594862","display_name":"Yue Yin","orcid":"https://orcid.org/0000-0002-9434-7827"},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yue Yin","raw_affiliation_strings":["Northwestern University, Evanston, IL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northwestern University, Evanston, IL, USA","institution_ids":["https://openalex.org/I111979921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030941135","display_name":"Itai Gurvich","orcid":"https://orcid.org/0000-0001-9746-7755"},"institutions":[{"id":"https://openalex.org/I205783295","display_name":"Cornell University","ror":"https://ror.org/05bnh6r87","country_code":"US","type":"education","lineage":["https://openalex.org/I205783295"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Itai Gurvich","raw_affiliation_strings":["Cornell Tech, New York, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cornell Tech, New York, NY, USA","institution_ids":["https://openalex.org/I205783295"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036233259","display_name":"Stephanie Jh McReynolds","orcid":"https://orcid.org/0000-0001-6981-6508"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Stephanie McReynolds","raw_affiliation_strings":["Alation Inc., Redwood City, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Alation Inc., Redwood City, CA, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062824121","display_name":"Debora Seys","orcid":null},"institutions":[{"id":"https://openalex.org/I4210150719","display_name":"eBay (United States)","ror":"https://ror.org/05cnabr44","country_code":"US","type":"company","lineage":["https://openalex.org/I4210150719"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Debora Seys","raw_affiliation_strings":["eBay, Inc., San Jose, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"eBay, Inc., San Jose, CA, USA","institution_ids":["https://openalex.org/I4210150719"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005867352","display_name":"Jan A. Van Mieghem","orcid":"https://orcid.org/0000-0002-8954-7613"},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jan A. Van Mieghem","raw_affiliation_strings":["Northwestern University, Evanston, IL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northwestern University, Evanston, IL, USA","institution_ids":["https://openalex.org/I111979921"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.9955,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.81087564,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"2","issue":"CSCW","first_page":"1","last_page":"27"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9940000176429749,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9940000176429749,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.9918000102043152,"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/T11719","display_name":"Data Quality and Management","score":0.982699990272522,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/productivity","display_name":"Productivity","score":0.8583155870437622},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.65314781665802},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.35109856724739075}],"concepts":[{"id":"https://openalex.org/C204983608","wikidata":"https://www.wikidata.org/wiki/Q2111958","display_name":"Productivity","level":2,"score":0.8583155870437622},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.65314781665802},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.35109856724739075},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3274462","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3274462","pdf_url":null,"source":{"id":"https://openalex.org/S4210183893","display_name":"Proceedings of the ACM on Human-Computer Interaction","issn_l":"2573-0142","issn":["2573-0142"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM on Human-Computer Interaction","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8","score":0.6499999761581421}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":110,"referenced_works":["https://openalex.org/W6724912","https://openalex.org/W159362314","https://openalex.org/W204511653","https://openalex.org/W229097380","https://openalex.org/W1486027917","https://openalex.org/W1536885679","https://openalex.org/W1557395366","https://openalex.org/W1594213673","https://openalex.org/W1834863855","https://openalex.org/W1871737098","https://openalex.org/W1965437408","https://openalex.org/W1975318342","https://openalex.org/W1981051952","https://openalex.org/W1981108270","https://openalex.org/W1985161107","https://openalex.org/W1988550741","https://openalex.org/W1993926093","https://openalex.org/W1996417217","https://openalex.org/W1999645150","https://openalex.org/W2002958527","https://openalex.org/W2005219594","https://openalex.org/W2007006977","https://openalex.org/W2010026208","https://openalex.org/W2010939781","https://openalex.org/W2011000535","https://openalex.org/W2015486462","https://openalex.org/W2021171327","https://openalex.org/W2021963179","https://openalex.org/W2037180041","https://openalex.org/W2041656211","https://openalex.org/W2044102377","https://openalex.org/W2045561498","https://openalex.org/W2047667192","https://openalex.org/W2050655574","https://openalex.org/W2066636486","https://openalex.org/W2070321219","https://openalex.org/W2080514041","https://openalex.org/W2084552861","https://openalex.org/W2085611735","https://openalex.org/W2086883798","https://openalex.org/W2094052362","https://openalex.org/W2097549324","https://openalex.org/W2100735744","https://openalex.org/W2101312442","https://openalex.org/W2104342335","https://openalex.org/W2106919063","https://openalex.org/W2109466081","https://openalex.org/W2110499955","https://openalex.org/W2114303224","https://openalex.org/W2115918232","https://openalex.org/W2116199508","https://openalex.org/W2118106294","https://openalex.org/W2122401044","https://openalex.org/W2124100711","https://openalex.org/W2126807464","https://openalex.org/W2127190390","https://openalex.org/W2128918317","https://openalex.org/W2129859397","https://openalex.org/W2131232515","https://openalex.org/W2132454116","https://openalex.org/W2133535006","https://openalex.org/W2138037953","https://openalex.org/W2141975087","https://openalex.org/W2142099443","https://openalex.org/W2143516540","https://openalex.org/W2149912652","https://openalex.org/W2158647972","https://openalex.org/W2159401492","https://openalex.org/W2160896557","https://openalex.org/W2161381700","https://openalex.org/W2162363818","https://openalex.org/W2162484441","https://openalex.org/W2168106654","https://openalex.org/W2168248828","https://openalex.org/W2182687482","https://openalex.org/W2290387755","https://openalex.org/W2307741919","https://openalex.org/W2317365330","https://openalex.org/W2319561871","https://openalex.org/W2323473282","https://openalex.org/W2397344457","https://openalex.org/W2502350824","https://openalex.org/W2521211738","https://openalex.org/W2545778708","https://openalex.org/W2582743722","https://openalex.org/W2757656223","https://openalex.org/W2783972521","https://openalex.org/W2786358356","https://openalex.org/W2795869778","https://openalex.org/W2952697219","https://openalex.org/W2970901680","https://openalex.org/W2997209736","https://openalex.org/W2998086639","https://openalex.org/W3011597313","https://openalex.org/W3011734396","https://openalex.org/W3021635706","https://openalex.org/W3102582668","https://openalex.org/W3121527737","https://openalex.org/W3123785521","https://openalex.org/W3124317057","https://openalex.org/W3124380383","https://openalex.org/W3124500218","https://openalex.org/W3124632804","https://openalex.org/W4205527786","https://openalex.org/W4229912774","https://openalex.org/W4234291459","https://openalex.org/W4237421641","https://openalex.org/W4238660095","https://openalex.org/W4285719527","https://openalex.org/W4298058714"],"related_works":["https://openalex.org/W2357241418","https://openalex.org/W2086064646","https://openalex.org/W2119135658","https://openalex.org/W2115485936","https://openalex.org/W3022131925","https://openalex.org/W2349174110","https://openalex.org/W1597238586","https://openalex.org/W1536405386","https://openalex.org/W2326857978","https://openalex.org/W1990780094"],"abstract_inverted_index":{"We":[0],"investigate":[1],"how":[2,160],"data-analyst":[3],"productivity":[4,83],"benefits":[5],"from":[6,46,70],"collaborative":[7],"platforms":[8],"that":[9,100],"facilitate":[10],"learning-by-doing":[11,78],"(i.e.":[12,23],"analysts":[13,24,61,104,179,194,228],"learning":[14,25],"by":[15,26,30,103,193],"writing":[16],"queries":[17,28,69,99,112,163,191,226],"on":[18,91,129,145,158,181,216],"their":[19],"own)":[20],"and":[21,175,184,219,232],"learning-by-viewing":[22,98,126],"viewing":[27,189,224],"written":[29,67,113],"peers).":[31],"Learning":[32],"is":[33,41,79,116,202,236],"measured":[34,42],"using":[35,43],"a":[36,56],"behavioral":[37],"(productivity-improvement)":[38],"approach.":[39],"Productivity":[40],"the":[44,86,92,122,130,134,137,146,149,159,161,168,188,205,209,223,239,243],"time":[45],"creating":[47],"an":[48],"empty":[49],"query":[50],"to":[51,72,165],"first":[52],"executing":[53],"it.":[54],"Using":[55],"sample":[57],"of":[58,111,133,136,148,190,225],"2,001":[59],"data":[60],"at":[62],"eBay":[63],"Inc.":[64],"who":[65],"have":[66],"79,797":[68],"2014":[71],"2018,":[73],"we":[74,141],"find":[75],"that:":[76],"1)":[77],"associated":[80,117,203,237],"with":[81,105,118,195,204,229,238],"significant":[82,119],"improvement":[84,120,207,241],"when":[85,177,213],"analyst's":[87],"prior":[88],"experience":[89],"focuses":[90],"focally":[93],"queried":[94],"database;":[95],"2)":[96],"only":[97],"are":[101],"authored":[102,192,227],"high":[106,196,230,233],"output":[107,182,197,217,231],"rate":[108,183,218],"(average":[109],"number":[110,147],"per":[114,153],"month)":[115],"in":[121,167,208,242],"viewer's":[123,210,244],"productivity;":[124,211],"3)":[125],"also":[127],"depends":[128],"\"social":[131],"influence\"":[132],"author":[135],"viewed":[138],"query,":[139],"which":[140],"measure":[142],"'locally'":[143],"based":[144,157,180,215],"author's":[150,162],"direct":[151],"viewers":[152],"month":[154],"or":[155],"'globally'":[156],"propagate":[164],"peers":[166],"overall":[169],"collaboration":[170],"network.":[171],"Combining":[172],"results":[173],"2":[174],"3,":[176],"segmenting":[178,214],"'local'":[185],"social":[186,221],"influence,":[187,222],"but":[198],"low":[199],"local":[200],"influence":[201,235],"largest":[206,240],"whereas":[212],"'global'":[220],"global":[234],"productivity.":[245]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}