{"id":"https://openalex.org/W2130566090","doi":"https://doi.org/10.1002/meet.14504901068","title":"Data reuse and sensemaking among novice social scientists","display_name":"Data reuse and sensemaking among novice social scientists","publication_year":2012,"publication_date":"2012-01-01","ids":{"openalex":"https://openalex.org/W2130566090","doi":"https://doi.org/10.1002/meet.14504901068","mag":"2130566090"},"language":"en","primary_location":{"id":"doi:10.1002/meet.14504901068","is_oa":true,"landing_page_url":"https://doi.org/10.1002/meet.14504901068","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1002/meet.14504901068","source":{"id":"https://openalex.org/S4306523999","display_name":"Proceedings of the American Society for Information Science and Technology","issn_l":"1550-8390","issn":["1550-8390","1936-1734"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the American Society for Information Science and Technology","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1002/meet.14504901068","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5002216594","display_name":"Ixchel M. Faniel","orcid":"https://orcid.org/0000-0001-7302-5936"},"institutions":[{"id":"https://openalex.org/I1339579626","display_name":"Online Computer Library Center","ror":"https://ror.org/02nv42w72","country_code":"US","type":"funder","lineage":["https://openalex.org/I1339579626"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Ixchel M. Faniel","raw_affiliation_strings":["OCLC Research, 6565 Kilgour Place, Dublin, OH 43017\u20133395","OCLC Research, 6565 Kilgour Place, Dublin, OH 43017\u20103395"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"OCLC Research, 6565 Kilgour Place, Dublin, OH 43017\u20133395","institution_ids":["https://openalex.org/I1339579626"]},{"raw_affiliation_string":"OCLC Research, 6565 Kilgour Place, Dublin, OH 43017\u20103395","institution_ids":["https://openalex.org/I1339579626"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067008919","display_name":"Adam Kriesberg","orcid":"https://orcid.org/0000-0002-9240-4998"},"institutions":[{"id":"https://openalex.org/I159548981","display_name":"State Street (United States)","ror":"https://ror.org/0116zdb24","country_code":"US","type":"company","lineage":["https://openalex.org/I159548981"]},{"id":"https://openalex.org/I27837315","display_name":"University of Michigan\u2013Ann Arbor","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Adam Kriesberg","raw_affiliation_strings":["University of Michigan, School of Information, 105 S. State Street, Ann Arbor, MI 48019\u20131285"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Michigan, School of Information, 105 S. State Street, Ann Arbor, MI 48019\u20131285","institution_ids":["https://openalex.org/I159548981","https://openalex.org/I27837315"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030502995","display_name":"Elizabeth Yakel","orcid":"https://orcid.org/0000-0002-8792-6900"},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan\u2013Ann Arbor","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]},{"id":"https://openalex.org/I159548981","display_name":"State Street (United States)","ror":"https://ror.org/0116zdb24","country_code":"US","type":"company","lineage":["https://openalex.org/I159548981"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Elizabeth Yakel","raw_affiliation_strings":["University of Michigan, School of Information, 105 S. State Street, Ann Arbor, MI 48019\u20131285"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Michigan, School of Information, 105 S. State Street, Ann Arbor, MI 48019\u20131285","institution_ids":["https://openalex.org/I159548981","https://openalex.org/I27837315"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5002216594","https://openalex.org/A5030502995","https://openalex.org/A5067008919"],"corresponding_institution_ids":["https://openalex.org/I1339579626","https://openalex.org/I159548981","https://openalex.org/I27837315"],"apc_list":null,"apc_paid":null,"fwci":6.6124,"has_fulltext":true,"cited_by_count":48,"citation_normalized_percentile":{"value":0.96500441,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"49","issue":"1","first_page":"1","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11937","display_name":"Research Data Management Practices","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T11937","display_name":"Research Data Management Practices","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T11986","display_name":"Scientific Computing and Data Management","score":0.9944999814033508,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T14201","display_name":"Data Analysis and Archiving","score":0.9940999746322632,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"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/sensemaking","display_name":"Sensemaking","score":0.8618907928466797},{"id":"https://openalex.org/keywords/reuse","display_name":"Reuse","score":0.7443424463272095},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.590895414352417},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5515031814575195},{"id":"https://openalex.org/keywords/qualitative-property","display_name":"Qualitative property","score":0.53400719165802},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.4431699514389038},{"id":"https://openalex.org/keywords/discipline","display_name":"Discipline","score":0.4275570809841156},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.3758288323879242},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.24527686834335327},{"id":"https://openalex.org/keywords/social-science","display_name":"Social science","score":0.11792430281639099},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1046772301197052}],"concepts":[{"id":"https://openalex.org/C2780554381","wikidata":"https://www.wikidata.org/wiki/Q2063340","display_name":"Sensemaking","level":2,"score":0.8618907928466797},{"id":"https://openalex.org/C206588197","wikidata":"https://www.wikidata.org/wiki/Q846574","display_name":"Reuse","level":2,"score":0.7443424463272095},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.590895414352417},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5515031814575195},{"id":"https://openalex.org/C87156501","wikidata":"https://www.wikidata.org/wiki/Q7268708","display_name":"Qualitative property","level":2,"score":0.53400719165802},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.4431699514389038},{"id":"https://openalex.org/C8795937","wikidata":"https://www.wikidata.org/wiki/Q11862829","display_name":"Discipline","level":2,"score":0.4275570809841156},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3758288323879242},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.24527686834335327},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.11792430281639099},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1046772301197052},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","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/C548081761","wikidata":"https://www.wikidata.org/wiki/Q180388","display_name":"Waste management","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1002/meet.14504901068","is_oa":true,"landing_page_url":"https://doi.org/10.1002/meet.14504901068","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1002/meet.14504901068","source":{"id":"https://openalex.org/S4306523999","display_name":"Proceedings of the American Society for Information Science and Technology","issn_l":"1550-8390","issn":["1550-8390","1936-1734"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the American Society for Information Science and Technology","raw_type":"journal-article"},{"id":"pmh:oai:deepblue.lib.umich.edu:2027.42/96429","is_oa":false,"landing_page_url":"http://hdl.handle.net/2027.42/96429","pdf_url":null,"source":{"id":"https://openalex.org/S4306400393","display_name":"Deep Blue (University of Michigan)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I27837315","host_organization_name":"University of Michigan","host_organization_lineage":["https://openalex.org/I27837315"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"}],"best_oa_location":{"id":"doi:10.1002/meet.14504901068","is_oa":true,"landing_page_url":"https://doi.org/10.1002/meet.14504901068","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1002/meet.14504901068","source":{"id":"https://openalex.org/S4306523999","display_name":"Proceedings of the American Society for Information Science and Technology","issn_l":"1550-8390","issn":["1550-8390","1936-1734"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the American Society for Information Science and Technology","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.5199999809265137}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2130566090.pdf","grobid_xml":"https://content.openalex.org/works/W2130566090.grobid-xml"},"referenced_works_count":23,"referenced_works":["https://openalex.org/W1498220962","https://openalex.org/W1589589954","https://openalex.org/W1906007258","https://openalex.org/W1968832436","https://openalex.org/W1970533326","https://openalex.org/W1972406627","https://openalex.org/W1975310639","https://openalex.org/W1985561717","https://openalex.org/W1997466122","https://openalex.org/W1999142987","https://openalex.org/W2007379715","https://openalex.org/W2014527937","https://openalex.org/W2092341373","https://openalex.org/W2105655950","https://openalex.org/W2116199508","https://openalex.org/W2123476269","https://openalex.org/W2152243665","https://openalex.org/W2159533605","https://openalex.org/W2164158888","https://openalex.org/W3020955859","https://openalex.org/W4230875701","https://openalex.org/W4245961435","https://openalex.org/W6629904115"],"related_works":["https://openalex.org/W3002559787","https://openalex.org/W2100609754","https://openalex.org/W2049050102","https://openalex.org/W2596767525","https://openalex.org/W1886987011","https://openalex.org/W2331546953","https://openalex.org/W3045759591","https://openalex.org/W2907681338","https://openalex.org/W2789458604","https://openalex.org/W4235612108"],"abstract_inverted_index":{"Abstract":[0],"We":[1,82,96],"know":[2],"little":[3],"about":[4],"the":[5,19,70,103,137],"data":[6,11,16,86,91,104,138],"reuse":[7,17,174],"practices":[8],"of":[9,44,90,147,175],"novice":[10,35,85,152],"users.":[12],"Yet":[13],"large":[14],"scale":[15],"over":[18],"long":[20],"term":[21],"depends":[22],"in":[23,52,69,92,119],"part":[24],"on":[25,132],"uptake":[26],"from":[27,59,145],"early":[28],"career":[29],"researchers.":[30],"This":[31],"paper":[32],"examines":[33],"22":[34],"social":[36,45,153,162],"science":[37,46,154,163],"researchers":[38,118,155,164],"and":[39,72,77,110,171],"how":[40,54,84],"they":[41,128,134],"make":[42,88],"sense":[43,89],"data.":[47,177],"Novices":[48],"are":[49,57,156],"particularly":[50],"interested":[51],"understanding":[53],"data:":[55],"1)":[56],"transformed":[58],"qualitative":[60],"to":[61,101,117,168],"quantitative":[62],"data,":[63],"2)":[64],"capture":[65],"concepts":[66],"not":[67,129],"well\u2010established":[68],"literature,":[71],"3)":[73],"can":[74,135],"be":[75],"matched":[76],"merged":[78],"across":[79],"multiple":[80],"datasets.":[81],"discuss":[83],"users":[87],"these":[93],"three":[94],"circumstances.":[95],"find":[97,126],"that":[98,127],"novices":[99],"seek":[100,143],"understand":[102],"producer's":[105],"rationale":[106],"for":[107],"methodological":[108],"procedures":[109],"measurement":[111],"choices,":[112],"which":[113],"is":[114],"broadly":[115],"similar":[116],"other":[120],"scientific":[121],"communities.":[122],"However":[123],"we":[124],"also":[125,142],"only":[130],"reflect":[131],"whether":[133],"trust":[136],"producers'":[139],"decisions,":[140],"but":[141],"guidance":[144],"members":[146],"their":[148,173],"disciplinary":[149],"community.":[150],"Specifically,":[151],"heavily":[157],"influenced":[158],"by":[159],"more":[160],"experienced":[161],"when":[165],"it":[166],"comes":[167],"discovering,":[169],"evaluating,":[170],"justifying":[172],"other's":[176]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":8},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":4},{"year":2013,"cited_by_count":3}],"updated_date":"2026-05-05T08:41:31.759640","created_date":"2025-10-10T00:00:00"}
