{"id":"https://openalex.org/W3138035719","doi":"https://doi.org/10.4018/978-1-7998-3479-3.ch045","title":"Panel Data: A Case Study Analysis","display_name":"Panel Data: A Case Study Analysis","publication_year":2020,"publication_date":"2020-08-11","ids":{"openalex":"https://openalex.org/W3138035719","doi":"https://doi.org/10.4018/978-1-7998-3479-3.ch045","mag":"3138035719"},"language":"en","primary_location":{"id":"doi:10.4018/978-1-7998-3479-3.ch045","doi":"https://doi.org/10.4018/978-1-7998-3479-3.ch045","is_oa":false,"landing_page_url":"https://doi.org/10.4018/978-1-7998-3479-3.ch045","pdf_url":null,"source":{"id":"https://openalex.org/S4210206100","display_name":"Advances in information quality and management","issn_l":"2331-7701","issn":["2331-7701","2331-771X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core"],"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Information Quality and Management","raw_type":"book-chapter"},"volume":{"id":"https://openalex.org/W4213005208","display_name":"Encyclopedia of Information Science and Technology, Fifth Edition"},"type":"book-chapter","is_traditional":true,"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":null,"display_name":"Vera Costa","orcid":"https://orcid.org/0000-0003-0801-2113","observed_orcids":["https://orcid.org/0000-0003-0801-2113"]},"institutions":[{"id":"https://openalex.org/I182534213","display_name":"Universidade do Porto","ror":"https://ror.org/043pwc612","country_code":"PT","type":"education","lineage":["https://openalex.org/I182534213"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Vera Costa","raw_affiliation_strings":["FEUP, University of Porto, Portugal"],"raw_orcid":"https://orcid.org/0000-0003-0801-2113","affiliations":[{"raw_affiliation_string":"FEUP, University of Porto, Portugal","institution_ids":["https://openalex.org/I182534213"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001043240","display_name":"Rui Portocarrero Sarmento","orcid":"https://orcid.org/0000-0003-1891-5295","observed_orcids":["https://orcid.org/0000-0003-1891-5295"]},"institutions":[{"id":"https://openalex.org/I182534213","display_name":"Universidade do Porto","ror":"https://ror.org/043pwc612","country_code":"PT","type":"education","lineage":["https://openalex.org/I182534213"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Rui Portocarrero Sarmento","raw_affiliation_strings":["Statsframe, University of Porto, Portugal"],"raw_orcid":"https://orcid.org/0000-0003-1891-5295","affiliations":[{"raw_affiliation_string":"Statsframe, University of Porto, Portugal","institution_ids":["https://openalex.org/I182534213"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I182534213"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":93},"biblio":{"volume":null,"issue":null,"first_page":"637","last_page":"657"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11911","display_name":"Spatial and Panel Data Analysis","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11911","display_name":"Spatial and Panel Data Analysis","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10243","display_name":"Statistical Methods and Bayesian Inference","score":9.999999747378752e-05,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13141","display_name":"Statistical Methods and Applications","score":0.0,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/panel-data","display_name":"panel data","score":0.8659999966621399},{"id":"https://openalex.org/keywords/fixed-effects-model","display_name":"fixed effects model","score":0.7929999828338623},{"id":"https://openalex.org/keywords/random-effects-model","display_name":"random effects models","score":1.0},{"id":"https://openalex.org/keywords/time-series","display_name":"time series","score":0.5379999876022339},{"id":"https://openalex.org/keywords/cross-sectional-data","display_name":"cross-sectional data","score":0.7170000076293945},{"id":"https://openalex.org/keywords/r-programming","display_name":"R programming language","score":0.41999998688697815},{"id":"https://openalex.org/keywords/regression-analysis","display_name":"regression analysis","score":0.578000009059906}],"concepts":[{"id":"https://openalex.org/C6422946","wikidata":"https://www.wikidata.org/wiki/Q857354","display_name":"Panel data","level":2,"score":0.8546680212020874},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.48758643865585327},{"id":"https://openalex.org/C60675406","wikidata":"https://www.wikidata.org/wiki/Q2049349","display_name":"Panel analysis","level":3,"score":0.4730704724788666},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.46280568838119507},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.4146886467933655},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.3589519262313843},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2740640342235565}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.4018/978-1-7998-3479-3.ch045","doi":"https://doi.org/10.4018/978-1-7998-3479-3.ch045","is_oa":false,"landing_page_url":"https://doi.org/10.4018/978-1-7998-3479-3.ch045","pdf_url":null,"source":{"id":"https://openalex.org/S4210206100","display_name":"Advances in information quality and management","issn_l":"2331-7701","issn":["2331-7701","2331-771X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core"],"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Information Quality and Management","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W817909899","https://openalex.org/W1485147006","https://openalex.org/W1950629566","https://openalex.org/W1970883168","https://openalex.org/W1991479268","https://openalex.org/W2568985099","https://openalex.org/W2605566016","https://openalex.org/W2759780531","https://openalex.org/W2893659092","https://openalex.org/W3125656997","https://openalex.org/W4210731147"],"related_works":["https://openalex.org/W7098416491","https://openalex.org/W2941361244","https://openalex.org/W2594555329","https://openalex.org/W2993081760","https://openalex.org/W574398125","https://openalex.org/W817909899","https://openalex.org/W3008541872","https://openalex.org/W1985718078","https://openalex.org/W7072348944","https://openalex.org/W7099789385"],"abstract_inverted_index":{"Panel":[0,30,96],"data":[1,10,31,62,78,97],"is":[2,24,64,94,99,108],"a":[3,27,82,105],"regression":[4,93],"analysis":[5,63,98],"type":[6,91],"that":[7,35,43],"uses":[8],"time":[9,28,46],"and":[11,69,104],"spatial":[12],"data.":[13],"Thus,":[14],"the":[15,87],"behavior":[16],"of":[17,76,86,89,92],"groups,":[18],"for":[19],"example,":[20],"enterprises":[21],"or":[22,39,41,51],"communities,":[23],"analyzed":[25],"through":[26],"scale.":[29],"allows":[32],"exploring":[33],"variables":[34,42],"cannot":[36],"be":[37],"observed":[38],"measured":[40],"evolve":[44],"over":[45],"but":[47],"not":[48],"across":[49],"groups":[50],"communities.":[52],"In":[53],"this":[54,90],"chapter,":[55],"two":[56],"different":[57],"techniques":[58],"used":[59],"in":[60],"panel":[61,77],"explored:":[65],"fixed":[66],"effects":[67,71],"(FE)":[68],"random":[70],"(RE).":[72],"First,":[73],"theoretical":[74],"concepts":[75],"are":[79],"presented.":[80,109],"Additionally,":[81],"case":[83],"study":[84],"example":[85],"use":[88],"provided.":[95],"performed":[100],"with":[101],"R":[102],"language,":[103],"step-by-step":[106],"approach":[107]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-11-12T12:28:57.059296","created_date":"2021-03-29T00:00:00"}
