{"id":"https://openalex.org/W4394785467","doi":"https://doi.org/10.1007/s42001-024-00275-6","title":"Combining the strengths of Dutch survey and register data in a data challenge to predict fertility (PreFer)","display_name":"Combining the strengths of Dutch survey and register data in a data challenge to predict fertility (PreFer)","publication_year":2024,"publication_date":"2024-04-13","ids":{"openalex":"https://openalex.org/W4394785467","doi":"https://doi.org/10.1007/s42001-024-00275-6"},"language":"en","primary_location":{"id":"doi:10.1007/s42001-024-00275-6","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s42001-024-00275-6","pdf_url":"https://link.springer.com/content/pdf/10.1007/s42001-024-00275-6.pdf","source":{"id":"https://openalex.org/S4210196583","display_name":"Journal of Computational Social Science","issn_l":"2432-2717","issn":["2432-2717","2432-2725"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computational Social Science","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s42001-024-00275-6.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5084918963","display_name":"\u0415\u043b\u0438\u0437\u0430\u0432\u0435\u0442\u0430 \u0421\u0438\u0432\u0430\u043a","orcid":"https://orcid.org/0000-0001-5259-8305"},"institutions":[{"id":"https://openalex.org/I169381384","display_name":"University of Groningen","ror":"https://ror.org/012p63287","country_code":"NL","type":"education","lineage":["https://openalex.org/I169381384"]},{"id":"https://openalex.org/I4210087716","display_name":"Interuniversity Center for Social Science Theory and Methodology","ror":"https://ror.org/005rems48","country_code":"NL","type":"education","lineage":["https://openalex.org/I4210087716"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"Elizaveta Sivak","raw_affiliation_strings":["Department of Sociology, University of Groningen, Grote Rozenstraat 31, 9712TS, Groningen, The Netherlands","Inter-University Center for Social Science Theory and Methodology, University of Groningen, Grote Rozenstraat 31, 9712TS, Groningen, The Netherlands"],"raw_orcid":"https://orcid.org/0000-0001-5259-8305","affiliations":[{"raw_affiliation_string":"Department of Sociology, University of Groningen, Grote Rozenstraat 31, 9712TS, Groningen, The Netherlands","institution_ids":["https://openalex.org/I169381384"]},{"raw_affiliation_string":"Inter-University Center for Social Science Theory and Methodology, University of Groningen, Grote Rozenstraat 31, 9712TS, Groningen, The Netherlands","institution_ids":["https://openalex.org/I4210087716","https://openalex.org/I169381384"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091653336","display_name":"Paulina Pankowska","orcid":"https://orcid.org/0000-0001-6226-6814"},"institutions":[{"id":"https://openalex.org/I193662353","display_name":"Utrecht University","ror":"https://ror.org/04pp8hn57","country_code":"NL","type":"education","lineage":["https://openalex.org/I193662353"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Paulina Pankowska","raw_affiliation_strings":["Department of Sociology, Utrecht University, Padualaan 14, 3584CH, Utrecht, The Netherlands"],"raw_orcid":"https://orcid.org/0000-0001-6226-6814","affiliations":[{"raw_affiliation_string":"Department of Sociology, Utrecht University, Padualaan 14, 3584CH, Utrecht, The Netherlands","institution_ids":["https://openalex.org/I193662353"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015319043","display_name":"Adri\u00ebnne M. Mendrik","orcid":"https://orcid.org/0000-0001-6631-7068"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Adri\u00ebnne Mendrik","raw_affiliation_strings":["Eyra, Saturnusstraat 14 - Unit 4.13, 2516AH, The Hague, The Netherlands"],"raw_orcid":"https://orcid.org/0000-0001-6631-7068","affiliations":[{"raw_affiliation_string":"Eyra, Saturnusstraat 14 - Unit 4.13, 2516AH, The Hague, The Netherlands","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042391987","display_name":"Tom Emery","orcid":"https://orcid.org/0000-0001-6137-9577"},"institutions":[{"id":"https://openalex.org/I913958620","display_name":"Erasmus University Rotterdam","ror":"https://ror.org/057w15z03","country_code":"NL","type":"education","lineage":["https://openalex.org/I913958620"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Tom Emery","raw_affiliation_strings":["Erasmus School of Social and Behavioral Sciences, Erasmus University Rotterdam, Thomas Morelaan, 3062PA, Rotterdam, The Netherlands"],"raw_orcid":"https://orcid.org/0000-0001-6137-9577","affiliations":[{"raw_affiliation_string":"Erasmus School of Social and Behavioral Sciences, Erasmus University Rotterdam, Thomas Morelaan, 3062PA, Rotterdam, The Netherlands","institution_ids":["https://openalex.org/I913958620"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045451254","display_name":"Javier Garcia\u2010Bernardo","orcid":"https://orcid.org/0000-0002-6119-1790"},"institutions":[{"id":"https://openalex.org/I173063890","display_name":"University of Applied Sciences Utrecht","ror":"https://ror.org/028z9kw20","country_code":"NL","type":"education","lineage":["https://openalex.org/I173063890"]},{"id":"https://openalex.org/I193662353","display_name":"Utrecht University","ror":"https://ror.org/04pp8hn57","country_code":"NL","type":"education","lineage":["https://openalex.org/I193662353"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Javier Garcia-Bernardo","raw_affiliation_strings":["Centre for Complex Systems Studies, Utrecht University, Leuvenlaan 4, 3584CE, Utrecht, The Netherlands","Department of Methodology and Statistics, Utrecht University, Padualaan 14, 3584CH, Utrecht, The Netherlands"],"raw_orcid":"https://orcid.org/0000-0002-6119-1790","affiliations":[{"raw_affiliation_string":"Centre for Complex Systems Studies, Utrecht University, Leuvenlaan 4, 3584CE, Utrecht, The Netherlands","institution_ids":["https://openalex.org/I173063890","https://openalex.org/I193662353"]},{"raw_affiliation_string":"Department of Methodology and Statistics, Utrecht University, Padualaan 14, 3584CH, Utrecht, The Netherlands","institution_ids":["https://openalex.org/I193662353"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035812945","display_name":"S. Hocuk","orcid":"https://orcid.org/0000-0002-5643-2588"},"institutions":[{"id":"https://openalex.org/I193700539","display_name":"Tilburg University","ror":"https://ror.org/04b8v1s79","country_code":"NL","type":"education","lineage":["https://openalex.org/I193700539"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Seyit H\u00f6c\u00fck","raw_affiliation_strings":["Centerdata, Tilburg University, Warandelaan 2, 5037AB, Tilburg, The Netherlands"],"raw_orcid":"https://orcid.org/0000-0002-5643-2588","affiliations":[{"raw_affiliation_string":"Centerdata, Tilburg University, Warandelaan 2, 5037AB, Tilburg, The Netherlands","institution_ids":["https://openalex.org/I193700539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025026220","display_name":"Kasia Karpi\u0144ska","orcid":"https://orcid.org/0000-0003-3208-8046"},"institutions":[{"id":"https://openalex.org/I913958620","display_name":"Erasmus University Rotterdam","ror":"https://ror.org/057w15z03","country_code":"NL","type":"education","lineage":["https://openalex.org/I913958620"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Kasia Karpinska","raw_affiliation_strings":["Erasmus School of Social and Behavioral Sciences, Erasmus University Rotterdam, Thomas Morelaan, 3062PA, Rotterdam, The Netherlands"],"raw_orcid":"https://orcid.org/0000-0003-3208-8046","affiliations":[{"raw_affiliation_string":"Erasmus School of Social and Behavioral Sciences, Erasmus University Rotterdam, Thomas Morelaan, 3062PA, Rotterdam, The Netherlands","institution_ids":["https://openalex.org/I913958620"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032449801","display_name":"Angelica Maineri","orcid":"https://orcid.org/0000-0002-6978-5278"},"institutions":[{"id":"https://openalex.org/I913958620","display_name":"Erasmus University Rotterdam","ror":"https://ror.org/057w15z03","country_code":"NL","type":"education","lineage":["https://openalex.org/I913958620"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Angelica Maineri","raw_affiliation_strings":["Erasmus School of Social and Behavioral Sciences, Erasmus University Rotterdam, Thomas Morelaan, 3062PA, Rotterdam, The Netherlands"],"raw_orcid":"https://orcid.org/0000-0002-6978-5278","affiliations":[{"raw_affiliation_string":"Erasmus School of Social and Behavioral Sciences, Erasmus University Rotterdam, Thomas Morelaan, 3062PA, Rotterdam, The Netherlands","institution_ids":["https://openalex.org/I913958620"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068435789","display_name":"Joris Mulder","orcid":"https://orcid.org/0000-0003-4863-0936"},"institutions":[{"id":"https://openalex.org/I193700539","display_name":"Tilburg University","ror":"https://ror.org/04b8v1s79","country_code":"NL","type":"education","lineage":["https://openalex.org/I193700539"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Joris Mulder","raw_affiliation_strings":["Centerdata, Tilburg University, Warandelaan 2, 5037AB, Tilburg, The Netherlands"],"raw_orcid":"https://orcid.org/0000-0003-4863-0936","affiliations":[{"raw_affiliation_string":"Centerdata, Tilburg University, Warandelaan 2, 5037AB, Tilburg, The Netherlands","institution_ids":["https://openalex.org/I193700539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040564747","display_name":"Malvina Nissim","orcid":"https://orcid.org/0000-0001-5289-0971"},"institutions":[{"id":"https://openalex.org/I169381384","display_name":"University of Groningen","ror":"https://ror.org/012p63287","country_code":"NL","type":"education","lineage":["https://openalex.org/I169381384"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Malvina Nissim","raw_affiliation_strings":["Center for Language and Cognition Groningen, Faculty of Arts, University of Groningen, Oude Kijk in \u2019t Jatstraat 26, 9712EK, Groningen, The Netherlands","Center for Language and Cognition Groningen, Faculty of Arts, University of Groningen, Oude Kijk in 't Jatstraat 26, 9712EK, Groningen, The Netherlands"],"raw_orcid":"https://orcid.org/0000-0001-5289-0971","affiliations":[{"raw_affiliation_string":"Center for Language and Cognition Groningen, Faculty of Arts, University of Groningen, Oude Kijk in \u2019t Jatstraat 26, 9712EK, Groningen, The Netherlands","institution_ids":["https://openalex.org/I169381384"]},{"raw_affiliation_string":"Center for Language and Cognition Groningen, Faculty of Arts, University of Groningen, Oude Kijk in 't Jatstraat 26, 9712EK, Groningen, The Netherlands","institution_ids":["https://openalex.org/I169381384"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086908160","display_name":"Gert Stulp","orcid":"https://orcid.org/0000-0003-0173-5554"},"institutions":[{"id":"https://openalex.org/I169381384","display_name":"University of Groningen","ror":"https://ror.org/012p63287","country_code":"NL","type":"education","lineage":["https://openalex.org/I169381384"]},{"id":"https://openalex.org/I4210087716","display_name":"Interuniversity Center for Social Science Theory and Methodology","ror":"https://ror.org/005rems48","country_code":"NL","type":"education","lineage":["https://openalex.org/I4210087716"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Gert Stulp","raw_affiliation_strings":["Department of Sociology, University of Groningen, Grote Rozenstraat 31, 9712TS, Groningen, The Netherlands","Inter-University Center for Social Science Theory and Methodology, University of Groningen, Grote Rozenstraat 31, 9712TS, Groningen, The Netherlands"],"raw_orcid":"https://orcid.org/0000-0003-0173-5554","affiliations":[{"raw_affiliation_string":"Department of Sociology, University of Groningen, Grote Rozenstraat 31, 9712TS, Groningen, The Netherlands","institution_ids":["https://openalex.org/I169381384"]},{"raw_affiliation_string":"Inter-University Center for Social Science Theory and Methodology, University of Groningen, Grote Rozenstraat 31, 9712TS, Groningen, The Netherlands","institution_ids":["https://openalex.org/I4210087716","https://openalex.org/I169381384"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5084918963"],"corresponding_institution_ids":["https://openalex.org/I169381384","https://openalex.org/I4210087716"],"apc_list":{"value":2290,"currency":"EUR","value_usd":2890},"apc_paid":{"value":2290,"currency":"EUR","value_usd":2890},"fwci":2.7611,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.89832274,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"7","issue":"2","first_page":"1403","last_page":"1431"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10585","display_name":"Family Dynamics and Relationships","score":0.9923999905586243,"subfield":{"id":"https://openalex.org/subfields/3317","display_name":"Demography"},"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/T10585","display_name":"Family Dynamics and Relationships","score":0.9923999905586243,"subfield":{"id":"https://openalex.org/subfields/3317","display_name":"Demography"},"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/T14509","display_name":"demographic modeling and climate adaptation","score":0.9721999764442444,"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"}},{"id":"https://openalex.org/T12728","display_name":"Demographic Trends and Gender Preferences","score":0.97079998254776,"subfield":{"id":"https://openalex.org/subfields/3318","display_name":"Gender Studies"},"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/fertility","display_name":"Fertility","score":0.8675774335861206},{"id":"https://openalex.org/keywords/predictability","display_name":"Predictability","score":0.782402515411377},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.48426979780197144},{"id":"https://openalex.org/keywords/missing-data","display_name":"Missing data","score":0.44319820404052734},{"id":"https://openalex.org/keywords/survey-data-collection","display_name":"Survey data collection","score":0.4291920065879822},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.38591650128364563},{"id":"https://openalex.org/keywords/demography","display_name":"Demography","score":0.16253304481506348},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.13330629467964172},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.12009766697883606},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.09593254327774048},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09119760990142822},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.08963045477867126}],"concepts":[{"id":"https://openalex.org/C518429986","wikidata":"https://www.wikidata.org/wiki/Q964401","display_name":"Fertility","level":3,"score":0.8675774335861206},{"id":"https://openalex.org/C197640229","wikidata":"https://www.wikidata.org/wiki/Q2534066","display_name":"Predictability","level":2,"score":0.782402515411377},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.48426979780197144},{"id":"https://openalex.org/C9357733","wikidata":"https://www.wikidata.org/wiki/Q6878417","display_name":"Missing data","level":2,"score":0.44319820404052734},{"id":"https://openalex.org/C198477413","wikidata":"https://www.wikidata.org/wiki/Q7647069","display_name":"Survey data collection","level":2,"score":0.4291920065879822},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.38591650128364563},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.16253304481506348},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.13330629467964172},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.12009766697883606},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.09593254327774048},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09119760990142822},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.08963045477867126}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1007/s42001-024-00275-6","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s42001-024-00275-6","pdf_url":"https://link.springer.com/content/pdf/10.1007/s42001-024-00275-6.pdf","source":{"id":"https://openalex.org/S4210196583","display_name":"Journal of Computational Social Science","issn_l":"2432-2717","issn":["2432-2717","2432-2725"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computational Social Science","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:spr:jcsosc:v:7:y:2024:i:2:d:10.1007_s42001-024-00275-6","is_oa":false,"landing_page_url":"http://link.springer.com/10.1007/s42001-024-00275-6","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"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"},{"id":"pmh:oai:pure.rug.nl:openaire/12602590-bba3-45a6-81d6-9b768fa74c57","is_oa":true,"landing_page_url":"https://hdl.handle.net/11370/12602590-bba3-45a6-81d6-9b768fa74c57","pdf_url":null,"source":{"id":"https://openalex.org/S4306400420","display_name":"University of Groningen research database (University of Groningen / Centre for Information Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I169381384","host_organization_name":"University of Groningen","host_organization_lineage":["https://openalex.org/I169381384"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sivak, E, Pankowska, P, Mendrik, A, Emery, T, Garcia-Bernardo, J, H\u00f6c\u00fck, S, Karpinska, K, Maineri, A, Mulder, J, Nissim, M & Stulp, G 2024, 'Combining the strengths of Dutch survey and register data in a data challenge to predict fertility (PreFer)', Journal of Computational Social Science, vol. 7, pp. 1403-1431. https://doi.org/10.1007/s42001-024-00275-6","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:pure.rug.nl:openaire_cris_publications/12602590-bba3-45a6-81d6-9b768fa74c57","is_oa":true,"landing_page_url":"https://research.rug.nl/en/publications/12602590-bba3-45a6-81d6-9b768fa74c57","pdf_url":null,"source":{"id":"https://openalex.org/S4306400420","display_name":"University of Groningen research database (University of Groningen / Centre for Information Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I169381384","host_organization_name":"University of Groningen","host_organization_lineage":["https://openalex.org/I169381384"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sivak, E, Pankowska, P, Mendrik, A, Emery, T, Garcia-Bernardo, J, H\u00f6c\u00fck, S, Karpinska, K, Maineri, A, Mulder, J, Nissim, M & Stulp, G 2024, 'Combining the strengths of Dutch survey and register data in a data challenge to predict fertility (PreFer)', Journal of Computational Social Science, vol. 7, pp. 1403-1431. https://doi.org/10.1007/s42001-024-00275-6","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:pure.rug.nl:publications/12602590-bba3-45a6-81d6-9b768fa74c57","is_oa":true,"landing_page_url":"https://research.rug.nl/files/1144462709/s42001-024-00275-6_1_.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306400420","display_name":"University of Groningen research database (University of Groningen / Centre for Information Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I169381384","host_organization_name":"University of Groningen","host_organization_lineage":["https://openalex.org/I169381384"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sivak, E, Pankowska, P, Mendrik, A, Emery, T, Garcia-Bernardo, J, H\u00f6c\u00fck, S, Karpinska, K, Maineri, A, Mulder, J, Nissim, M & Stulp, G 2024, 'Combining the strengths of Dutch survey and register data in a data challenge to predict fertility (PreFer)', Journal of Computational Social Science, vol. 7, pp. 1403-1431. https://doi.org/10.1007/s42001-024-00275-6","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1007/s42001-024-00275-6","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s42001-024-00275-6","pdf_url":"https://link.springer.com/content/pdf/10.1007/s42001-024-00275-6.pdf","source":{"id":"https://openalex.org/S4210196583","display_name":"Journal of Computational Social Science","issn_l":"2432-2717","issn":["2432-2717","2432-2725"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computational Social Science","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Zero hunger","score":0.44999998807907104,"id":"https://metadata.un.org/sdg/2"}],"awards":[{"id":"https://openalex.org/G3000856145","display_name":"Understanding fertility outcomes by quantifying the (un)predictable","funder_award_id":"VI.Vidi.201.119","funder_id":"https://openalex.org/F4320321800","funder_display_name":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek"}],"funders":[{"id":"https://openalex.org/F4320321800","display_name":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek","ror":"https://ror.org/04jsz6e67"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4394785467.pdf"},"referenced_works_count":95,"referenced_works":["https://openalex.org/W187015946","https://openalex.org/W292211760","https://openalex.org/W590852753","https://openalex.org/W1498917577","https://openalex.org/W1557772148","https://openalex.org/W1608335717","https://openalex.org/W1648681198","https://openalex.org/W1715155816","https://openalex.org/W1768369570","https://openalex.org/W1799208969","https://openalex.org/W1897139626","https://openalex.org/W1965972316","https://openalex.org/W1985725437","https://openalex.org/W1985956391","https://openalex.org/W1988267135","https://openalex.org/W1993684798","https://openalex.org/W2036863495","https://openalex.org/W2043962865","https://openalex.org/W2049266804","https://openalex.org/W2064307604","https://openalex.org/W2075416515","https://openalex.org/W2076602957","https://openalex.org/W2077966358","https://openalex.org/W2084341220","https://openalex.org/W2096062155","https://openalex.org/W2096068734","https://openalex.org/W2100267603","https://openalex.org/W2101771110","https://openalex.org/W2104167547","https://openalex.org/W2106507263","https://openalex.org/W2110308604","https://openalex.org/W2117539524","https://openalex.org/W2130124205","https://openalex.org/W2137065457","https://openalex.org/W2141194963","https://openalex.org/W2142548216","https://openalex.org/W2150215887","https://openalex.org/W2155708504","https://openalex.org/W2156287933","https://openalex.org/W2157164896","https://openalex.org/W2159395906","https://openalex.org/W2161498332","https://openalex.org/W2162999642","https://openalex.org/W2193226925","https://openalex.org/W2284729062","https://openalex.org/W2292391400","https://openalex.org/W2505568492","https://openalex.org/W2527555632","https://openalex.org/W2551783859","https://openalex.org/W2557007068","https://openalex.org/W2616929421","https://openalex.org/W2752326665","https://openalex.org/W2767811993","https://openalex.org/W2801195482","https://openalex.org/W2891005614","https://openalex.org/W2894064312","https://openalex.org/W2896457183","https://openalex.org/W2916401603","https://openalex.org/W2932305602","https://openalex.org/W2943552823","https://openalex.org/W2946322287","https://openalex.org/W2951936974","https://openalex.org/W2990372252","https://openalex.org/W2999615587","https://openalex.org/W3011093069","https://openalex.org/W3013182397","https://openalex.org/W3014770478","https://openalex.org/W3035980430","https://openalex.org/W3107317302","https://openalex.org/W3121452939","https://openalex.org/W3156538130","https://openalex.org/W3170561227","https://openalex.org/W3172681723","https://openalex.org/W3174174150","https://openalex.org/W3199495130","https://openalex.org/W4200379713","https://openalex.org/W4205091383","https://openalex.org/W4214766447","https://openalex.org/W4221153264","https://openalex.org/W4235256446","https://openalex.org/W4244185376","https://openalex.org/W4293052867","https://openalex.org/W4309153596","https://openalex.org/W4309366411","https://openalex.org/W4319262278","https://openalex.org/W4322724367","https://openalex.org/W4376854309","https://openalex.org/W4386441733","https://openalex.org/W4389918297","https://openalex.org/W4390009316","https://openalex.org/W4391815571","https://openalex.org/W4392640657","https://openalex.org/W6685000875","https://openalex.org/W6727355760","https://openalex.org/W6892913051"],"related_works":["https://openalex.org/W2726467123","https://openalex.org/W2064726690","https://openalex.org/W4252678288","https://openalex.org/W4254065731","https://openalex.org/W1607297154","https://openalex.org/W4210820789","https://openalex.org/W4237782192","https://openalex.org/W2913177154","https://openalex.org/W4235131201","https://openalex.org/W4232793539"],"abstract_inverted_index":{"Abstract":[0],"The":[1,104],"social":[2,199],"sciences":[3],"have":[4,21],"produced":[5],"an":[6],"impressive":[7],"body":[8],"of":[9,13,26,54,71,91,97,125,127,144,176,194],"research":[10],"on":[11,35,39,81,93,108,158,207],"determinants":[12,28],"fertility":[14,72,142,150,177,195],"outcomes,":[15],"or":[16],"whether":[17],"and":[18,29,52,102,136,139,161,182,197],"when":[19],"people":[20],"children.":[22],"However,":[23],"the":[24,50,69,75,82,109,122,134,137,141,149,169,174,187,213],"strength":[25],"these":[27,159,180],"underlying":[30],"theories":[31],"are":[32],"rarely":[33],"evaluated":[34],"their":[36,184],"predictive":[37],"ability":[38],"new":[40],"data.":[41],"This":[42],"prevents":[43],"us":[44],"from":[45],"systematically":[46],"comparing":[47],"studies,":[48],"hindering":[49],"evaluation":[51],"accumulation":[53],"knowledge.":[55],"In":[56],"this":[57],"paper,":[58],"we":[59],"present":[60],"two":[61],"datasets":[62,135,160,181],"which":[63,88,113,155,172],"can":[64,190],"be":[65],"used":[66],"to":[67,209],"study":[68],"predictability":[70,175],"outcomes":[73,178],"in":[74,164,171,186,212],"Netherlands.":[76],"One":[77],"dataset":[78],"is":[79,106,156],"based":[80,107,157],"LISS":[83],"panel,":[84],"a":[85,94],"longitudinal":[86],"survey":[87],"includes":[89,118],"thousands":[90],"variables":[92],"wide":[95],"range":[96],"topics,":[98],"including":[99],"individual":[100],"preferences":[101],"values.":[103],"other":[105],"Dutch":[110,128],"register":[111],"data":[112,116,152,188,214],"lacks":[114],"attitudinal":[115],"but":[117],"detailed":[119],"information":[120,132],"about":[121,133],"life":[123],"courses":[124],"millions":[126],"residents.":[129],"We":[130,146,167,201],"provide":[131,203],"samples,":[138],"describe":[140],"outcome":[143],"interest.":[145],"also":[147],"introduce":[148],"prediction":[151],"challenge":[153,189],"PreFer":[154],"will":[162],"start":[163],"Spring":[165],"2024.":[166],"outline":[168],"ways":[170],"measuring":[173],"using":[179],"combining":[183],"strengths":[185],"advance":[191],"our":[192],"understanding":[193],"behaviour":[196],"computational":[198],"science.":[200],"further":[202],"details":[204],"for":[205],"participants":[206],"how":[208],"take":[210],"part":[211],"challenge.":[215]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-03T08:13:44.112507","created_date":"2025-10-10T00:00:00"}
