{"id":"https://openalex.org/W4415730683","doi":"https://doi.org/10.5334/dsj-2025-030","title":"Information Needs and Data Harmonization\u2014Two Sides of the Same Coin?","display_name":"Information Needs and Data Harmonization\u2014Two Sides of the Same Coin?","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4415730683","doi":"https://doi.org/10.5334/dsj-2025-030"},"language":"en","primary_location":{"id":"doi:10.5334/dsj-2025-030","is_oa":true,"landing_page_url":"https://doi.org/10.5334/dsj-2025-030","pdf_url":"https://datascience.codata.org/articles/1999/files/690480390f071.pdf","source":{"id":"https://openalex.org/S62969111","display_name":"Data Science Journal","issn_l":"1683-1470","issn":["1683-1470"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320511","host_organization_name":"Ubiquity Press","host_organization_lineage":["https://openalex.org/P4310320511"],"host_organization_lineage_names":["Ubiquity Press"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Data Science Journal","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://datascience.codata.org/articles/1999/files/690480390f071.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5047758410","display_name":"A.J. Million","orcid":"https://orcid.org/0000-0002-8909-153X"},"institutions":[{"id":"https://openalex.org/I4210119866","display_name":"Michigan Cancer Research Consortium","ror":"https://ror.org/02mfxyv79","country_code":"US","type":"other","lineage":["https://openalex.org/I4210119866"]},{"id":"https://openalex.org/I4210165619","display_name":"Institute for Social Research","ror":"https://ror.org/05swz5441","country_code":"NO","type":"facility","lineage":["https://openalex.org/I4210165619"]}],"countries":["NO","US"],"is_corresponding":true,"raw_author_name":"A. J. Million","raw_affiliation_strings":["University of Michigan , Inter- university Consortium for Political and Social Research , Ann Arbor , MI , USA"],"raw_orcid":"https://orcid.org/0000-0002-8909-153X","affiliations":[{"raw_affiliation_string":"University of Michigan , Inter- university Consortium for Political and Social Research , Ann Arbor , MI , USA","institution_ids":["https://openalex.org/I4210165619","https://openalex.org/I4210119866"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082063840","display_name":"Jenny Bossaller","orcid":"https://orcid.org/0000-0001-5732-897X"},"institutions":[{"id":"https://openalex.org/I4210119866","display_name":"Michigan Cancer Research Consortium","ror":"https://ror.org/02mfxyv79","country_code":"US","type":"other","lineage":["https://openalex.org/I4210119866"]},{"id":"https://openalex.org/I4210165619","display_name":"Institute for Social Research","ror":"https://ror.org/05swz5441","country_code":"NO","type":"facility","lineage":["https://openalex.org/I4210165619"]}],"countries":["NO","US"],"is_corresponding":false,"raw_author_name":"Jenny Bossaller","raw_affiliation_strings":["University of Michigan , Inter- university Consortium for Political and Social Research , Ann Arbor , MI , USA"],"raw_orcid":"https://orcid.org/0000-0001-5732-897X","affiliations":[{"raw_affiliation_string":"University of Michigan , Inter- university Consortium for Political and Social Research , Ann Arbor , MI , USA","institution_ids":["https://openalex.org/I4210165619","https://openalex.org/I4210119866"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018146659","display_name":"Sanja Gidakovic","orcid":"https://orcid.org/0000-0001-5078-6281"},"institutions":[{"id":"https://openalex.org/I4210119866","display_name":"Michigan Cancer Research Consortium","ror":"https://ror.org/02mfxyv79","country_code":"US","type":"other","lineage":["https://openalex.org/I4210119866"]},{"id":"https://openalex.org/I4210165619","display_name":"Institute for Social Research","ror":"https://ror.org/05swz5441","country_code":"NO","type":"facility","lineage":["https://openalex.org/I4210165619"]}],"countries":["NO","US"],"is_corresponding":false,"raw_author_name":"Sanja Gidakovic","raw_affiliation_strings":["University of Michigan , Inter- university Consortium for Political and Social Research , Ann Arbor , MI , USA"],"raw_orcid":"https://orcid.org/0000-0001-5078-6281","affiliations":[{"raw_affiliation_string":"University of Michigan , Inter- university Consortium for Political and Social Research , Ann Arbor , MI , USA","institution_ids":["https://openalex.org/I4210165619","https://openalex.org/I4210119866"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5047758410"],"corresponding_institution_ids":["https://openalex.org/I4210119866","https://openalex.org/I4210165619"],"apc_list":{"value":350,"currency":"GBP","value_usd":429},"apc_paid":{"value":350,"currency":"GBP","value_usd":429},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.37448817,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"24","issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12265","display_name":"Gun Ownership and Violence Research","score":0.9387000203132629,"subfield":{"id":"https://openalex.org/subfields/3306","display_name":"Health"},"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/T12265","display_name":"Gun Ownership and Violence Research","score":0.9387000203132629,"subfield":{"id":"https://openalex.org/subfields/3306","display_name":"Health"},"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/T10574","display_name":"Crime Patterns and Interventions","score":0.016699999570846558,"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"}},{"id":"https://openalex.org/T10629","display_name":"Health Policy Implementation Science","score":0.004399999976158142,"subfield":{"id":"https://openalex.org/subfields/3600","display_name":"General Health Professions"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/harmonization","display_name":"Harmonization","score":0.862500011920929},{"id":"https://openalex.org/keywords/data-collection","display_name":"Data collection","score":0.5848000049591064},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.5259000062942505},{"id":"https://openalex.org/keywords/information-needs","display_name":"Information needs","score":0.505299985408783},{"id":"https://openalex.org/keywords/data-quality","display_name":"Data quality","score":0.4900999963283539},{"id":"https://openalex.org/keywords/space","display_name":"Space (punctuation)","score":0.4706000089645386},{"id":"https://openalex.org/keywords/information-quality","display_name":"Information quality","score":0.32739999890327454}],"concepts":[{"id":"https://openalex.org/C2779962950","wikidata":"https://www.wikidata.org/wiki/Q5659376","display_name":"Harmonization","level":2,"score":0.862500011920929},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.5848000049591064},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.5259000062942505},{"id":"https://openalex.org/C78999398","wikidata":"https://www.wikidata.org/wiki/Q2899888","display_name":"Information needs","level":2,"score":0.505299985408783},{"id":"https://openalex.org/C24756922","wikidata":"https://www.wikidata.org/wiki/Q1757694","display_name":"Data quality","level":3,"score":0.4900999963283539},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.4706000089645386},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4471000134944916},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.39309999346733093},{"id":"https://openalex.org/C39549134","wikidata":"https://www.wikidata.org/wiki/Q133080","display_name":"Public relations","level":1,"score":0.3862000107765198},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3840000033378601},{"id":"https://openalex.org/C45983554","wikidata":"https://www.wikidata.org/wiki/Q3412851","display_name":"Information quality","level":3,"score":0.32739999890327454},{"id":"https://openalex.org/C180198813","wikidata":"https://www.wikidata.org/wiki/Q121182","display_name":"Information system","level":2,"score":0.31630000472068787},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.31119999289512634},{"id":"https://openalex.org/C2991770496","wikidata":"https://www.wikidata.org/wiki/Q179515","display_name":"Social needs","level":3,"score":0.2856000065803528},{"id":"https://openalex.org/C28718268","wikidata":"https://www.wikidata.org/wiki/Q4118620","display_name":"Needs assessment","level":2,"score":0.27959999442100525},{"id":"https://openalex.org/C114713312","wikidata":"https://www.wikidata.org/wiki/Q7551269","display_name":"Social network analysis","level":3,"score":0.2759000062942505},{"id":"https://openalex.org/C2779494480","wikidata":"https://www.wikidata.org/wiki/Q188728","display_name":"Information Dissemination","level":2,"score":0.2687000036239624},{"id":"https://openalex.org/C4727928","wikidata":"https://www.wikidata.org/wiki/Q17164759","display_name":"Social network (sociolinguistics)","level":3,"score":0.26739999651908875}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.5334/dsj-2025-030","is_oa":true,"landing_page_url":"https://doi.org/10.5334/dsj-2025-030","pdf_url":"https://datascience.codata.org/articles/1999/files/690480390f071.pdf","source":{"id":"https://openalex.org/S62969111","display_name":"Data Science Journal","issn_l":"1683-1470","issn":["1683-1470"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320511","host_organization_name":"Ubiquity Press","host_organization_lineage":["https://openalex.org/P4310320511"],"host_organization_lineage_names":["Ubiquity Press"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Data Science Journal","raw_type":"journal-article"},{"id":"pmh:doi:10.7302/28717","is_oa":true,"landing_page_url":"https://hdl.handle.net/2027.42/201637","pdf_url":null,"source":{"id":"https://openalex.org/S4406922384","display_name":"Open MIND","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"JournalArticle"},{"id":"pmh:oai:doaj.org/article:d224f614d45c41da829e298810fabfbc","is_oa":true,"landing_page_url":"https://doaj.org/article/d224f614d45c41da829e298810fabfbc","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Data Science Journal, Vol 24, Pp 30-30 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.5334/dsj-2025-030","is_oa":true,"landing_page_url":"https://doi.org/10.5334/dsj-2025-030","pdf_url":"https://datascience.codata.org/articles/1999/files/690480390f071.pdf","source":{"id":"https://openalex.org/S62969111","display_name":"Data Science Journal","issn_l":"1683-1470","issn":["1683-1470"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320511","host_organization_name":"Ubiquity Press","host_organization_lineage":["https://openalex.org/P4310320511"],"host_organization_lineage_names":["Ubiquity Press"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Data Science Journal","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320309568","display_name":"University of Missouri","ror":"https://ror.org/02ymw8z06"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4415730683.pdf","grobid_xml":"https://content.openalex.org/works/W4415730683.grobid-xml"},"referenced_works_count":15,"referenced_works":["https://openalex.org/W2063231494","https://openalex.org/W2085028749","https://openalex.org/W2141913052","https://openalex.org/W2269003986","https://openalex.org/W2805266963","https://openalex.org/W3024500714","https://openalex.org/W3118411962","https://openalex.org/W3201877676","https://openalex.org/W4280517898","https://openalex.org/W4284692898","https://openalex.org/W4292263362","https://openalex.org/W4366992771","https://openalex.org/W4391598086","https://openalex.org/W4402713276","https://openalex.org/W4404116368"],"related_works":[],"abstract_inverted_index":{"This":[0],"article":[1],"reports":[2],"on":[3],"a":[4],"quality":[5],"improvement":[6],"project":[7],"aimed":[8],"at":[9,18],"supporting":[10],"the":[11,19,24,28,50,69,141],"Community":[12],"Firearm":[13],"Violence":[14],"Prevention":[15],"(CFVP)":[16],"network":[17],"University":[20],"of":[21,33,52,81],"Michigan":[22],"in":[23,35,55,108,140],"U.S.":[25],"We":[26,102,118],"examine":[27],"information":[29,122],"and":[30,39,47,58,71,83,91,95,116,124,143],"data":[31,93,114,125,137],"needs":[32,123],"researchers":[34,48],"public":[36],"health,":[37],"medicine,":[38],"criminal":[40],"justice.":[41],"Semi-structured":[42],"interviews":[43],"with":[44],"CFVP":[45],"affiliates":[46],"confirm":[49],"existence":[51],"significant":[53],"limitations":[54],"existing":[56],"datasets":[57],"resources":[59],"to":[60],"conduct":[61],"firearm-violence":[62],"prevention":[63],"research.":[64],"Study":[65],"participants":[66],"discussed":[67],"(1)":[68],"infrastructure":[70],"research":[72,100],"support":[73],"that":[74,98,111,120],"would":[75],"improve":[76],"their":[77],"productivity;":[78],"(2)":[79],"benefits":[80],"using":[82],"combining":[84],"datasets,":[85],"(3)":[86],"challenges":[87,107],"when":[88],"accessing":[89],"data,":[90],"(4)":[92],"collection":[94],"harmonization":[96,126,138],"strategies":[97],"increase":[99],"impact.":[101],"present":[103],"findings":[104],"highlighting":[105],"data-related":[106],"this":[109],"space":[110],"concern":[112],"researchers,":[113],"scientists,":[115],"policymakers.":[117],"conclude":[119],"researchers\u2019":[121],"initiatives":[127],"are":[128],"interrelated":[129],"phenomena.":[130],"Our":[131],"observation":[132],"carries":[133],"implications":[134],"for":[135],"large-scale":[136],"efforts":[139],"social":[142],"behavioral":[144],"sciences.":[145]},"counts_by_year":[],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-31T00:00:00"}
