Beyond Incentives: Do Schools Use Accountability Rewards Productively?
We use a regression discontinuity design to analyze an understudied aspect of school accountability systems-how schools use financial rewards. For two years, California's accountability system financially rewarded schools based on a deterministic function of test scores. Qualifying schools rece...
Saved in:
Published in | Journal of business & economic statistics Vol. 30; no. 1; pp. 149 - 163 |
---|---|
Main Authors | , , |
Format | Journal Article |
Language | English |
Published |
Alexandria
Taylor & Francis
01.01.2012
American Statistical Association Taylor & Francis Ltd |
Subjects | |
Online Access | Get full text |
ISSN | 0735-0015 1537-2707 |
DOI | 10.1080/07350015.2012.637868 |
Cover
Loading…
Abstract | We use a regression discontinuity design to analyze an understudied aspect of school accountability systems-how schools use financial rewards. For two years, California's accountability system financially rewarded schools based on a deterministic function of test scores. Qualifying schools received per-pupil awards amounting to about 1% of statewide per-pupil spending. Corroborating anecdotal evidence that awards were paid out as teacher bonuses, we find no evidence that winning schools purchased more instructional material, increased teacher hiring, or changed the subject-specific composition of their teaching staff. Most importantly, we find no evidence that student achievement increased in winning schools. Supplemental materials for this article are available online. |
---|---|
AbstractList | We use a regression discontinuity design to analyze an understudied aspect of school accountability systems -- how schools use financial rewards. For two years, California's accountability system financially rewarded schools based on a deterministic function of test scores. Qualifying schools received per-pupil awards amounting to about 1% of statewide per-pupil spending. Corroborating anecdotal evidence that awards were paid out as teacher bonuses, we find no evidence that winning schools purchased more instructional material, increased teacher hiring, or changed the subject-specific composition of their teaching staff. Most importantly, we find no evidence that student achievement increased in winning schools. Supplemental materials for this article are available online. [PUBLICATION ABSTRACT] We use a regression discontinuity design to analyze an understudied aspect of school accountability systems-how schools use financial rewards. For two years, California's accountability system financially rewarded schools based on a deterministic function of test scores. Qualifying schools received per-pupil awards amounting to about 1% of statewide per-pupil spending. Corroborating anecdotal evidence that awards were paid out as teacher bonuses, we find no evidence that winning schools purchased more instructional material, increased teacher hiring, or changed the subject-specific composition of their teaching staff. Most importantly, we find no evidence that student achievement increased in winning schools. Supplemental materials for this article are available online. |
Author | Jacobson, Mireille Bacolod, Marigee DiNardo, John |
Author_xml | – sequence: 1 givenname: Marigee surname: Bacolod fullname: Bacolod, Marigee organization: Department of Economics, University of California at Irvine – sequence: 2 givenname: John surname: DiNardo fullname: DiNardo, John organization: Gerald R. Ford School of Public Policy and Department of Economics, University of Michigan – sequence: 3 givenname: Mireille surname: Jacobson fullname: Jacobson, Mireille organization: RAND |
BackLink | http://www.econis.eu/PPNSET?PPN=719150299$$DView this record in ZBW - Deutsche Zentralbibliothek für Wirtschaftswissenschaften |
BookMark | eNqFkF1LHDEUhkNR6Kr9By0O9nrWfEwmGW9ErdsKCxat1yGTD8wyJppkK_Pvm2GsF4VqbhI4z5OX8-6BHR-8AeAzgksEOTyGjFAIEV1iiPCyJYy3_ANYIEpYjRlkO2AxIfXEfAR7KW1gOZy2C7A6N2Pwurryyvjsfpt0Un0L1a26D2FI1V0y1ZlSYeuz7N3g8ljdmGcZdap-xqC3alKG8fQA7Fo5JPPp5d4Hd6vLXxc_6vX196uLs3WtGoZzrSjRmmMrEessIcxSzHoOLW0V7PumY4YpbWHLtaG9lm1nu_IgtDXKNso0ZB8czf8-xvC0NSmLTdhGXyJFhwnhFFFeoK__gzAvEEKMTdThTBkVvEviMboHGUfBUIcoxF1XiGYmVAwpRWNfGQTFVLz4W7yYihdz8UU7-UdTLsvsgs9RuuE9-cssb1IO8TWwQRxBSNoyP53nztsQH-RziIMWWY5DiDZKr8om5M2EP0LDpRQ |
CitedBy_id | crossref_primary_10_1007_s10645_024_09440_8 crossref_primary_10_1080_12294659_2021_1892929 crossref_primary_10_1016_j_econedurev_2015_07_005 |
Cites_doi | 10.1257/0002828054825529 10.1016/j.jeconom.2007.05.005 10.1016/j.jpubeco.2005.08.005 10.3386/w14723 10.1016/j.jpubeco.2003.09.002 10.1016/j.jeconom.2007.05.003 10.3386/w14775 10.1016/j.jeconom.2007.05.007 10.3386/w13681 10.1111/1468-0262.00183 10.1086/659655 10.2307/2297112 10.1016/j.jpubeco.2009.06.002 10.1037/h0044319 10.1016/j.jpubeco.2007.03.009 10.2139/ssrn.1028557 10.1016/j.jeconom.2007.05.004 10.1353/pep.2007.0007 10.1257/089533002320950993 |
ContentType | Journal Article |
Copyright | Copyright Taylor & Francis 2012 Copyright © 2012 American Statistical Association Copyright Taylor & Francis. 2012 Copyright American Statistical Association Jan 2012 |
Copyright_xml | – notice: Copyright Taylor & Francis 2012 – notice: Copyright © 2012 American Statistical Association – notice: Copyright Taylor & Francis. 2012 – notice: Copyright American Statistical Association Jan 2012 |
DBID | AAYXX CITATION OQ6 |
DOI | 10.1080/07350015.2012.637868 |
DatabaseName | CrossRef ECONIS |
DatabaseTitle | CrossRef |
DatabaseTitleList | |
DeliveryMethod | fulltext_linktorsrc |
Discipline | Economics Statistics Mathematics |
EISSN | 1537-2707 |
EndPage | 163 |
ExternalDocumentID | 2594605901 719150299 10_1080_07350015_2012_637868 41810036 637868 |
Genre | Article Feature |
GeographicLocations | United States--US California |
GeographicLocations_xml | – name: United States--US – name: California |
GroupedDBID | -~X .7F .QJ 0BK 0R~ 29K 2AX 30N 4.4 5GY 7WY 85S 8FL AAENE AAIKC AAJMT AAKYL AALDU AAMIU AAMNW AAPUL AAQRR ABBHK ABCCY ABFAN ABFIM ABJNI ABKVW ABLIJ ABLJU ABPAQ ABPEM ABQDR ABTAI ABXSQ ABXUL ABXYU ABYRZ ABYWD ABYYQ ACDIW ACGFO ACGFS ACHQT ACMTB ACNCT ACTIO ACTMH ACUHF ACVFL ACXJH ADCVX ADGDI ADGTB ADMHG ADODI ADULT AEISY AELLO AELPN AENEX AEOZL AEPSL AEUPB AEYOC AFFNX AFSUE AFVYC AGDLA AGMYJ AHAJD AHDZW AIJEM AKBRZ AKBVH AKOOK ALIPV ALMA_UNASSIGNED_HOLDINGS ALQZU ALRMG APTMU AQRUH AVBZW AWYRJ BHOJU BKOMP BLEHA CBXGM CCCUG CHNMF CS3 D-I D0L DGEBU DKSSO DQDLB DSRWC DU5 EBS EBU ECEWR EJD E~A E~B F5P GROUPED_ABI_INFORM_COMPLETE GTTXZ H13 HF~ HQ6 HZ~ H~P IAO IEA IGG IOF IPNFZ IPSME J.P JAA JAAYA JBMMH JBU JBZCM JENOY JHFFW JKQEH JLEZI JLXEF JMS JPL JPPEU JSODD JST K60 K6~ KYCEM M4Z MS~ N95 NA5 NY~ O9- P2P RIG RNANH ROSJB RTWRZ S-T SA0 SJN SNACF TBQAZ TDBHL TEJ TFL TFT TFW TN5 TTHFI TUROJ U5U UT5 UU3 WZA YK4 YQT ZCA ZGOLN ~S~ AAGDL AAHIA AAOAC AAWIL ABAWQ ACHJO ADYSH AFRVT AGLNM AIHAF AIYEW AMPGV ASMEE 07G 1OL 3R3 8FI 8FJ 8G5 8H~ 8R4 8R5 AAIKQ AAKBW AAYXX ABUWG ACAGQ ACGEE ADBBV ADXHL AEUMN AFFVI AFKRA AGCQS AGLEN AGROQ AHMOU AHQJS AKVCP ALCKM AMATQ AMEWO AMXXU AQUVI AZQEC BCCOT BENPR BEZIV BPHCQ BPLKW BVXVI C06 CCPQU CITATION CRFIH DMQIW DWIFK DWQXO EOH FEDTE FRNLG FYUFA GIFXF GNUQQ GROUPED_ABI_INFORM_RESEARCH GUQSH HECYW HGD HVGLF H~9 IVXBP LJTGL LPU M0C M0T M2O MVM NUSFT PADUT PHGZM PHGZT PQBIZ PQBZA PQQKQ PROAC Q2X QCRFL RNS S0X TAQ TFMCV TOXWX UB9 UKHRP YYP ZY4 ABTAH OQ6 YCJ TASJS |
ID | FETCH-LOGICAL-c472t-c53dd82fa179f337f527b80f56c0bb497e7cdf068de5bda69f9e5b356ecf4ce43 |
ISSN | 0735-0015 |
IngestDate | Wed Aug 13 08:09:37 EDT 2025 Wed Aug 13 04:31:17 EDT 2025 Sat Mar 08 16:23:04 EST 2025 Tue Jul 01 02:59:17 EDT 2025 Thu Apr 24 23:08:06 EDT 2025 Thu May 29 08:44:34 EDT 2025 Wed Dec 25 09:06:38 EST 2024 |
IsDoiOpenAccess | false |
IsOpenAccess | true |
IsPeerReviewed | true |
IsScholarly | true |
Issue | 1 |
Language | English |
LinkModel | OpenURL |
MergedId | FETCHMERGED-LOGICAL-c472t-c53dd82fa179f337f527b80f56c0bb497e7cdf068de5bda69f9e5b356ecf4ce43 |
Notes | ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 14 ObjectType-Feature-1 |
PQID | 2833811778 |
PQPubID | 3244 |
PageCount | 15 |
ParticipantIDs | proquest_journals_2833811778 informaworld_taylorfrancis_310_1080_07350015_2012_637868 crossref_primary_10_1080_07350015_2012_637868 proquest_journals_923385158 crossref_citationtrail_10_1080_07350015_2012_637868 jstor_primary_41810036 econis_primary_719150299 |
ProviderPackageCode | CITATION AAYXX |
PublicationCentury | 2000 |
PublicationDate | 1/1/2012 20120101 2012-01-00 2012 |
PublicationDateYYYYMMDD | 2012-01-01 |
PublicationDate_xml | – month: 01 year: 2012 text: 1/1/2012 day: 01 |
PublicationDecade | 2010 |
PublicationPlace | Alexandria |
PublicationPlace_xml | – name: Alexandria |
PublicationTitle | Journal of business & economic statistics |
PublicationYear | 2012 |
Publisher | Taylor & Francis American Statistical Association Taylor & Francis Ltd |
Publisher_xml | – name: Taylor & Francis – name: American Statistical Association – name: Taylor & Francis Ltd |
References | Glazerman S. (e_1_3_2_15_1) 2006 e_1_3_2_28_1 e_1_3_2_29_1 Chladek P. J. (e_1_3_2_10_1) 2002 Fan J. (e_1_3_2_12_1) 1996 e_1_3_2_22_1 e_1_3_2_23_1 e_1_3_2_24_1 e_1_3_2_25_1 e_1_3_2_26_1 (e_1_3_2_2_1) 2001 Sonstelie J. (e_1_3_2_31_1) 2000 Bohrnstedtand G. W. (e_1_3_2_11_1) 2002 Folmar K. (e_1_3_2_14_1) 2001 e_1_3_2_16_1 e_1_3_2_9_1 e_1_3_2_17_1 e_1_3_2_8_1 e_1_3_2_7_1 e_1_3_2_19_1 Kerr J. (e_1_3_2_20_1) 2000 e_1_3_2_30_1 Carroll S. (e_1_3_2_6_1) 2005 e_1_3_2_33_1 e_1_3_2_32_1 e_1_3_2_13_1 e_1_3_2_4_1 e_1_3_2_3_1 Rogosa D. (e_1_3_2_27_1) 2003 Ladd H. (e_1_3_2_21_1) 2001 Hausler A. (e_1_3_2_18_1) 2001 Betts J. (e_1_3_2_5_1) 2000 |
References_xml | – volume-title: “California's K-12 Public Schools: How Are They Doing?” year: 2005 ident: e_1_3_2_6_1 – ident: e_1_3_2_8_1 doi: 10.1257/0002828054825529 – ident: e_1_3_2_25_1 doi: 10.1016/j.jeconom.2007.05.005 – volume-title: “What Have We Learned About Class Size Reduction in California?,” year: 2002 ident: e_1_3_2_11_1 – ident: e_1_3_2_13_1 doi: 10.1016/j.jpubeco.2005.08.005 – volume-title: “Four-peat: Data Analysis Results from Uncharacteristic Continuity in California Student Testing Programs,” year: 2003 ident: e_1_3_2_27_1 – volume-title: “School Reward Program at-a-Glance,” year: 2001 ident: e_1_3_2_2_1 – ident: e_1_3_2_24_1 doi: 10.3386/w14723 – year: 2001 ident: e_1_3_2_18_1 article-title: “Governor Pledges to Spare Cities’ Car Tax Dollars When Cutting Budget publication-title: Associated Press State and Local News Wire – volume-title: Local Polynomial Modelling and Its Applications year: 1996 ident: e_1_3_2_12_1 – volume-title: “Lawsuit Put Teacher Bonuses on Hold,” year: 2001 ident: e_1_3_2_14_1 – ident: e_1_3_2_16_1 doi: 10.1016/j.jpubeco.2003.09.002 – ident: e_1_3_2_23_1 doi: 10.1016/j.jeconom.2007.05.003 – ident: e_1_3_2_3_1 doi: 10.3386/w14775 – ident: e_1_3_2_33_1 doi: 10.1016/j.jeconom.2007.05.007 – ident: e_1_3_2_28_1 doi: 10.3386/w13681 – volume-title: ‘Adequate Yearly Progress,’ Accountablity and Performance Incentives, Presentation at the November 2002 National year: 2002 ident: e_1_3_2_10_1 – ident: e_1_3_2_17_1 doi: 10.1111/1468-0262.00183 – ident: e_1_3_2_26_1 doi: 10.1086/659655 – year: 2000 ident: e_1_3_2_20_1 article-title: “$667 Million in Rewards for Schools, Teachers Approved by Board publication-title: Associated Press State and Local News Wire – ident: e_1_3_2_29_1 doi: 10.2307/2297112 – volume-title: Public Policy Institute of California Report year: 2000 ident: e_1_3_2_31_1 – ident: e_1_3_2_9_1 doi: 10.1016/j.jpubeco.2009.06.002 – ident: e_1_3_2_32_1 doi: 10.1037/h0044319 – ident: e_1_3_2_4_1 doi: 10.1016/j.jpubeco.2007.03.009 – volume-title: “Options for Studying Teacher Pay Reform Using Natural Experiments,” year: 2006 ident: e_1_3_2_15_1 – ident: e_1_3_2_7_1 doi: 10.2139/ssrn.1028557 – ident: e_1_3_2_22_1 doi: 10.1016/j.jeconom.2007.05.004 – volume-title: Do School Vouchers Improve Student Performance? year: 2001 ident: e_1_3_2_21_1 – volume-title: “Equal Resources, Equal Outcomes? The Distribution of School Resources and Student Achievement in California,” year: 2000 ident: e_1_3_2_5_1 – ident: e_1_3_2_30_1 doi: 10.1353/pep.2007.0007 – ident: e_1_3_2_19_1 doi: 10.1257/089533002320950993 |
SSID | ssj0000856 |
Score | 1.9810718 |
Snippet | We use a regression discontinuity design to analyze an understudied aspect of school accountability systems-how schools use financial rewards. For two years,... We use a regression discontinuity design to analyze an understudied aspect of school accountability systems—how schools use financial rewards. For two years,... We use a regression discontinuity design to analyze an understudied aspect of school accountability systems -- how schools use financial rewards. For two... |
SourceID | proquest econis crossref jstor informaworld |
SourceType | Aggregation Database Index Database Enrichment Source Publisher |
StartPage | 149 |
SubjectTerms | Academic achievement Accountability Accountability rewards Application programming interfaces California public schools Disadvantaged schools Economic statistics High schools Monetary incentives NCLB Payments Polynomials Regression analysis Regression discontinuity School districts School enrollment School performance Schools Social disadvantage Studies Test scores |
Title | Beyond Incentives: Do Schools Use Accountability Rewards Productively? |
URI | https://www.tandfonline.com/doi/abs/10.1080/07350015.2012.637868 https://www.jstor.org/stable/41810036 http://www.econis.eu/PPNSET?PPN=719150299 https://www.proquest.com/docview/2833811778 https://www.proquest.com/docview/923385158 |
Volume | 30 |
hasFullText | 1 |
inHoldings | 1 |
isFullTextHit | |
isPrint | |
link | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV3db9MwED9Bh8R4QGMwrWygPvCaKYnj2H6cGKia1L2wiYmXqP5ClVCHaHjhr-cudpzSdny9RGka25F_l_Odc_c7gDfCF0o56zKntM0q42w21woBYVpY5R0uGZTvPLuqpzfV5S2_HSrTddklrT4zP3bmlfwPqngNcaUs2X9ANnWKF_Ac8cUjIozHv8I4pp8slhRiSfyx95iauo9uJ5xdTEWmXYQ20DQP25nEYW1jDs_is0uoXyyuUJTuNoN3L7FBX4B8hsqTEgvX9xGKwd9Mn4Y-9MPuEI6gkQTjGVlZ6-ozflZZF5OgC4vARRqX1SLosS2NHUMcsWfqmGLtyrOaCRmK7WxwYQv0LnmOK-hD2CvRL8hHsHc-vfj0cVh8ZVewNz1pny1JdOo7xvjFGnlEACxWG6S1faDq1mLdWSDXB_A04jk5D3LwDB645SE87jPLV4fwZJY4ePHXfpro1XM4CKIyGUTlBdy8f3f9dprFahiZqUTZZoYza2Xp56hCPWPC81JomXtem1zrSgknjPV5La3j2s5r5RWeMF474_EdrNgRjJZ3S3cME-2ck1yhZ2_IIK-kZUXpuc1rUxTK8DGwflYaE6niqWLJl6boGWXjXDY0l02YyzFkqdXXQJXyh_uPw4SnuxO8Y5DrEDRtt3vlQ6mZhv2-16MOrtRphTYssS6N4bTHr4nv8KpB45pRqrXAdifbf6P3w9Al4fLl_c96Avs0fNiWO4VR--27e4WGaqtfR-H8CRVmiv4 |
linkProvider | Library Specific Holdings |
linkToHtml | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwpV3daxQxEB-0Cq0PflRLz1bNg6977m42X76IVI9Te4dID3wLly-Qlmtxt0L9681sNqdtUUHfdtlM2CTzGWZ-A_BchEop73zhlXFFY70rlkbFA6FGOBV8NBlY7zyb8-mief-Z5WzCdkirxBg6JKCIXlejcONldE6JexHZkqGxx8ysesypkFzehFtMcYGyScv5T2Us-wauSFEgSa6e-80sl6zTbQxJv7RXQExz4uI15d1bpMk9MHktKRHleHzembH9fgXm8b8Wex_uDv4qeZ0Y7AHc8Ktt2MzlzO023JmtgV_j2xY6rwn7-SFMUnkMiToIc5K--fYleXNKEvBnSxatJ0OzigQWfkE-eUzibcnHhEMbSU4uXj2CxeTt0cG0GPo2FLYRdVdYRp2TdVhGYQ-UisBqYWQZGLelMY0SXlgXSi6dZ8YtuQoqPlDGvQ2RWxq6Axur05XfBWK895KpGINadB0b6WhVB-ZKbqtKWTYCms9L2wHUHHtrnOgqY58O26dx-3TavhEUa6qzBOrxl_G7iRXWo0UMc1kZTfkI5K_Mobv-niWkpiia_nnWnZ6R1pM20dtCfKAR7GfO0oNGaXV0AykWBYtIt3f9c_TTaXSemXz87z_0DDanR7NDffhu_mEPtvBLumzah43u67l_Et2vzjztBewHjBMe4g |
linkToPdf | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwpV1Zb9QwEB5BQVAeOFqqLi2QB16zJHF88YKqllU5uqoQK_XNWl8SotpWJEUqv56ZOFl6iCLBWyJ7rNgez-HMfAPwSsZS6-BDHrT1ee2Cz-dW44YwK72OAVUG5TsfTMX-rP5wxI8uZPFTWCX50DEBRXSymg73qY9DRNxr5EpOup4Cs6qxYFIJdRvuCPrHR0kcxfS3LFZd_VaiyIlkSJ77wyiXlNNd8ki_NlcwTIe4xWuyu1NIk0cwH6aS4lC-jc9aO3Y_r6A8_s9cH8PD3lrNdhJ7PYFbYbEG94dk5mYNHhwsYV_xbZVM14T8vA6TlByToQSiiKQfoXmT7Z1kCfazyWZNyPpSFQkq_Dz7HCiEt8kOEwotkhyfv30Ks8m7L7v7eV-1IXe1rNrccea9quIcj3pkTEZeSauKyIUrrK21DNL5WAjlA7d-LnTU-MC4CC4ir9RsA1YWJ4uwCZkNISiu0QN1ZDjWyrOyitwXwpWldnwEbNgu43pIc6qscWzKAfm0Xz5Dy2fS8o0gX1KdJkiPv_TfTJyw7C3RyeUFKvIRqIu8YdruliWmkiiG3TzqRsdHy0FrtLUIHWgE2wNjmV6eNAaNQEYpwRLptq43o5XO0HTm6tm_f9BLuHe4NzGf3k8_bsEqNaSbpm1Yab-fhedoe7X2RXe8fgHaCh2G |
openUrl | ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Beyond+incentives&rft.jtitle=Journal+of+business+%26+economic+statistics&rft.au=Bacolod%2C+Marigee&rft.au=DiNardo%2C+John&rft.au=Jacobson%2C+Mireille&rft.date=2012&rft.pub=American+Statistical+Association&rft.issn=0735-0015&rft.volume=30&rft.issue=1&rft.spage=149&rft.epage=163&rft_id=info:doi/10.1080%2F07350015.2012.637868&rft.externalDocID=719150299 |
thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0735-0015&client=summon |
thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0735-0015&client=summon |
thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0735-0015&client=summon |