{"id":"https://openalex.org/W2467772925","doi":null,"title":"A Primer on Value-Added Models: Towards a Better Understanding of the Quantitative Analysis of Student Achievement.","display_name":"A Primer on Value-Added Models: Towards a Better Understanding of the Quantitative Analysis of Student Achievement.","publication_year":2013,"publication_date":"2013-07-25","ids":{"openalex":"https://openalex.org/W2467772925","mag":"2467772925"},"language":"en","primary_location":{"id":"pmh:oai:digital.lib.washington.edu:1773/23629","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/1773/23629","pdf_url":"http://hdl.handle.net/1773/23629","source":{"id":"https://openalex.org/S4306401128","display_name":"ResearchWorks at the University of Washington (University of Washington)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I201448701","host_organization_name":"University of Washington","host_organization_lineage":["https://openalex.org/I201448701"],"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":"Thesis"},"volume":null,"type":"dissertation","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/1773/23629","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5062360268","display_name":"Yugo Nakamura","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Yugo Nakamura","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5062360268"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10674","display_name":"School Choice and Performance","score":0.9413999915122986,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"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/T10674","display_name":"School Choice and Performance","score":0.9413999915122986,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"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/T13405","display_name":"Educational Assessment and Improvement","score":0.04430000111460686,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"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/T13853","display_name":"Teacher Education and Assessments","score":0.00279999990016222,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"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/value-added-models","display_name":"value-added models","score":0.9919999837875366},{"id":"https://openalex.org/keywords/academic-achievement","display_name":"academic performance","score":0.925000011920929},{"id":"https://openalex.org/keywords/education-policy-analysis","display_name":"education policy analysis","score":0.5},{"id":"https://openalex.org/keywords/model-validation","display_name":"model validation","score":0.5460000038146973},{"id":"https://openalex.org/keywords/longitudinal-student-data","display_name":"longitudinal student data","score":0.7440000176429749}],"concepts":[{"id":"https://openalex.org/C2777563447","wikidata":"https://www.wikidata.org/wiki/Q7243397","display_name":"Primer (cosmetics)","level":2,"score":0.5915967226028442},{"id":"https://openalex.org/C2776291640","wikidata":"https://www.wikidata.org/wiki/Q2912517","display_name":"Value (mathematics)","level":2,"score":0.5338273048400879},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.4748000204563141},{"id":"https://openalex.org/C2986206625","wikidata":"https://www.wikidata.org/wiki/Q18185","display_name":"Student achievement","level":3,"score":0.4541851282119751},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.39700382947921753},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.33160465955734253},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2667739987373352},{"id":"https://openalex.org/C2781206393","wikidata":"https://www.wikidata.org/wiki/Q2748419","display_name":"Academic achievement","level":2,"score":0.24110424518585205},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.1974724531173706},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.13740798830986023},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:digital.lib.washington.edu:1773/23629","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/1773/23629","pdf_url":"http://hdl.handle.net/1773/23629","source":{"id":"https://openalex.org/S4306401128","display_name":"ResearchWorks at the University of Washington (University of Washington)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I201448701","host_organization_name":"University of Washington","host_organization_lineage":["https://openalex.org/I201448701"],"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":"Thesis"},{"id":"mag:2467772925","doi":null,"is_oa":false,"landing_page_url":"https://digital.lib.washington.edu:443/researchworks/handle/1773/23629","pdf_url":null,"source":{"id":"https://openalex.org/S4306478302","display_name":"ProQuest LLC eBooks","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"ebook platform"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"ProQuest LLC eBooks","raw_type":null}],"best_oa_location":{"id":"pmh:oai:digital.lib.washington.edu:1773/23629","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/1773/23629","pdf_url":"http://hdl.handle.net/1773/23629","source":{"id":"https://openalex.org/S4306401128","display_name":"ResearchWorks at the University of Washington (University of Washington)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I201448701","host_organization_name":"University of Washington","host_organization_lineage":["https://openalex.org/I201448701"],"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":"Thesis"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.9235000014305115,"display_name":"Quality education"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2467772925.pdf","grobid_xml":"https://content.openalex.org/works/W2467772925.grobid-xml"},"referenced_works_count":104,"referenced_works":["https://openalex.org/W63792389","https://openalex.org/W87286694","https://openalex.org/W130596010","https://openalex.org/W157412133","https://openalex.org/W183977428","https://openalex.org/W188959462","https://openalex.org/W235849151","https://openalex.org/W318369406","https://openalex.org/W573375794","https://openalex.org/W595134697","https://openalex.org/W612642322","https://openalex.org/W642783518","https://openalex.org/W657476391","https://openalex.org/W1162176137","https://openalex.org/W1481769595","https://openalex.org/W1483263499","https://openalex.org/W1484864026","https://openalex.org/W1500234137","https://openalex.org/W1502979571","https://openalex.org/W1507568484","https://openalex.org/W1510154882","https://openalex.org/W1533179050","https://openalex.org/W1533590221","https://openalex.org/W1547573674","https://openalex.org/W1565240145","https://openalex.org/W1572905031","https://openalex.org/W1579303078","https://openalex.org/W1585814636","https://openalex.org/W1586414640","https://openalex.org/W1587682423","https://openalex.org/W1616654592","https://openalex.org/W1618969555","https://openalex.org/W1665332082","https://openalex.org/W1840218356","https://openalex.org/W1970356301","https://openalex.org/W1974609336","https://openalex.org/W1976970516","https://openalex.org/W1980911127","https://openalex.org/W1981457167","https://openalex.org/W1981662606","https://openalex.org/W1986091848","https://openalex.org/W1987071395","https://openalex.org/W1988153934","https://openalex.org/W2001651941","https://openalex.org/W2016050969","https://openalex.org/W2016382728","https://openalex.org/W2021933560","https://openalex.org/W2023577340","https://openalex.org/W2024424774","https://openalex.org/W2027150332","https://openalex.org/W2028371282","https://openalex.org/W2032561086","https://openalex.org/W2033326699","https://openalex.org/W2035155697","https://openalex.org/W2035479617","https://openalex.org/W2043192784","https://openalex.org/W2044758663","https://openalex.org/W2054396535","https://openalex.org/W2054719090","https://openalex.org/W2056320999","https://openalex.org/W2058063878","https://openalex.org/W2059066993","https://openalex.org/W2061572779","https://openalex.org/W2061732127","https://openalex.org/W2065422826","https://openalex.org/W2066332531","https://openalex.org/W2085708724","https://openalex.org/W2089164723","https://openalex.org/W2089226239","https://openalex.org/W2089954965","https://openalex.org/W2091826868","https://openalex.org/W2100358124","https://openalex.org/W2105011699","https://openalex.org/W2105278813","https://openalex.org/W2112146495","https://openalex.org/W2112352537","https://openalex.org/W2120520658","https://openalex.org/W2135902042","https://openalex.org/W2143499905","https://openalex.org/W2143891888","https://openalex.org/W2145816995","https://openalex.org/W2158840489","https://openalex.org/W2164278805","https://openalex.org/W2165230569","https://openalex.org/W2165537707","https://openalex.org/W2167044262","https://openalex.org/W2184150544","https://openalex.org/W2313965814","https://openalex.org/W2319794630","https://openalex.org/W2324392187","https://openalex.org/W2421412521","https://openalex.org/W2494401276","https://openalex.org/W2592974517","https://openalex.org/W2729644470","https://openalex.org/W2796280958","https://openalex.org/W2799002609","https://openalex.org/W2801840425","https://openalex.org/W2974347936","https://openalex.org/W3121715814","https://openalex.org/W3141341243","https://openalex.org/W3144040573","https://openalex.org/W3146166473","https://openalex.org/W3146425672","https://openalex.org/W4293258550"],"related_works":["https://openalex.org/W2335983195","https://openalex.org/W7048712199","https://openalex.org/W2478011121","https://openalex.org/W3048212180","https://openalex.org/W4309301220","https://openalex.org/W4205481823","https://openalex.org/W2982438339","https://openalex.org/W316471152","https://openalex.org/W2421412521","https://openalex.org/W7072224846"],"abstract_inverted_index":{"Value-added":[0],"models":[1,40,59,168],"(VAMs)":[2],"have":[3,48,60,234],"received":[4],"considerable":[5],"attention":[6],"as":[7,17,263],"a":[8,24,66,97,103,147,239,264],"tool":[9,265],"to":[10,71,145,172,201,213,266],"transform":[11],"our":[12,268],"public":[13],"education":[14,269],"system.":[15,270],"However,":[16],"VAMs":[18,70,259],"are":[19],"studied":[20],"by":[21,184,225],"researchers":[22],"from":[23,51],"broad":[25],"range":[26,105],"of":[27,57,69,79,85,106,136,165,230,246,258],"academic":[28],"disciplines":[29],"who":[30,218,233],"remain":[31],"divided":[32],"over":[33],"the":[34,39,44,52,55,58,77,80,83,130,134,137,154,166,174,187,195,227,231],"best":[35],"methods":[36],"in":[37,76,114],"analyzing":[38],"and":[41,74,124,149,163,178,221,260],"stakeholders":[42,244],"without":[43,110],"extensive":[45,112],"statistical":[46],"background":[47,113,204],"been":[49,61],"excluded":[50],"technical":[53,131],"debate,":[54],"implementation":[56],"undermined.":[62],"This":[63,208],"study":[64,95,127,182,250],"conducts":[65,90],"comprehensive":[67,160],"investigation":[68],"find":[72],"consensus":[73],"transparency":[75],"understanding":[78,144],"models.":[81,138],"Unlike":[82],"majority":[84],"existing":[86],"value-added":[87,151,196],"research":[88],"which":[89,191],"highly":[91],"advanced":[92],"analyses,":[93],"this":[94,142,249],"takes":[96],"unique":[98],"pedagogical":[99],"approach.":[100],"It":[101,139],"targets":[102],"wider":[104],"audience":[107],"particularly":[108,229],"those":[109],"an":[111,252],"statistics":[115],"-":[116],"policy":[117,189],"makers,":[118],"district":[119],"officials,":[120],"school":[121],"principals,":[122],"teachers,":[123],"parents.":[125],"The":[126,181],"first":[128],"clarifies":[129],"dimensions":[132],"underlying":[133],"design":[135],"then":[140],"applies":[141],"conceptual":[143],"conduct":[146],"thorough":[148],"hands-on":[150],"analysis":[152,190,210],"using":[153],"Washington":[155],"State":[156],"longitudinal":[157],"data.":[158],"A":[159],"diagnosis,":[161],"revision,":[162],"validation":[164],"estimated":[167],"will":[169],"be":[170,199],"conducted":[171],"ensure":[173],"most":[175],"accurate,":[176],"reliable,":[177],"robust":[179],"estimates.":[180],"concludes":[183],"illustrating":[185],"how":[186],"conventional":[188],"focuses":[192],"only":[193],"on":[194],"estimates":[197],"can":[198],"extended":[200,209],"incorporate":[202],"student":[203],"equity":[205,222],"related":[206],"factors.":[207],"enables":[211],"us":[212],"identify":[214],"teachers":[215],"(or":[216],"schools)":[217],"achieve":[219],"quality":[220],"outcomes":[223],"simultaneously":[224],"raising":[226],"performance":[228],"students":[232],"historically":[235],"underachieved.":[236],"By":[237],"providing":[238],"common":[240],"ground":[241],"for":[242,255],"all":[243],"irrespective":[245],"their":[247],"background,":[248],"provides":[251],"essential":[253],"platform":[254],"further":[256],"development":[257],"its":[261],"application":[262],"improve":[267]},"counts_by_year":[],"updated_date":"2026-11-08T12:12:28.789561","created_date":"2016-07-22T00:00:00"}