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Abstract

As the COVID-19 pandemic upended the 2019–2020 school year, education systems scrambled to meet the needs of students and families with little available data on how school closures may impact learning. In this study, we produced a series of projections of COVID-19-related learning loss based on (a) estimates from absenteeism literature and (b) analyses of summer learning patterns of 5 million students. Under our projections, returning students are expected to start fall 2020 with approximately 63 to 68% of the learning gains in reading and 37 to 50% of the learning gains in mathematics relative to a typical school year. However, we project that losing ground during the school closures was not universal, with the top third of students potentially making gains in reading.

Keywords

achievement elementary schools hierarchical linear modeling middle schools planning testing

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References

Ahn

McEachin

(2017). Student enrollment patterns and achievement in Ohio’s online charter schools. Educational Researcher, 46(1), 44–57. https://doi.org/10.3102/0013189X17692999

Alexander

K. L.

Entwisle

D. R.

Olson

L. S.

(2001). Schools, achievement, and inequality: A seasonal perspective. Educational Evaluation and Policy Analysis, 23(2), 171–191. https://doi.org/10.3102/01623737023002171

Allensworth

Schwartz

(2020, June). School practices to address student learning loss. EdResearch for Recovery. https://annenberg.brown.edu/sites/default/files/EdResearch_for_Recovery_Brief_1.pdf

Ang

(2020). The effects of police violence on inner-city students. Quarterly Journal of Economics. https://doi.org/10.1093/qje/qjaa027. https://scholar.harvard.edu/files/ang/files/PoliceViolence_Ang.pdf

Atteberry

McEachin

(2020). School’s out: The role of summers in understanding achievement disparities (EdWorkingPaper: 20–82). https://doi.org/10.26300/2mam-bp02

Aucejo

E. M.

Romano

T. F.

(2016). Assessing the effect of school days and absences on test score performance. Economics of Education Review, 55, 70−87. https://doi.org/10.1016/j.econedurev.2016.08.007

Blad

. (2020, May 12). Former governor recruits stuck-at-home college students to combat K-12’s “COVID slide.” Education Week. https://blogs.edweek.org/edweek/campaign-k-12/2020/05/Haslam-college-tutors-covid-slide.html

Borman

(2020). What can be done to address learning losses due to school closures? The Answer Lab. Center on Education Policy, Equity and Governance. https://theanswerlab.rossier.usc.edu/wp-content/uploads/2020/06/Answer-Lab-COVID-19-Slide-202006-Final-1.pdf

Borman

G. D.

Benson

Overman

L. T.

(2005). Families, schools, and summer learning. Elementary School Journal, 106(2), 131–150. https://doi.org/10.1086/499195

10.

Bouie

(2020, April 14). Why coronavirus is killing African-Americans more than others. The New York Times. https://www.nytimes.com/2020/04/14/opinion/coronavirus-racism-african-americans.html

11.

Bowlus

A. J.

Seitz

(2006). Domestic violence, employment, and divorce. International Economic Review, 47(4), 1113−1149. https://doi.org/10.1111/j.1468-2354.2006.00408.x

12.

Boyer

B. A.

Halbrook

A. E.

(2011). Advocating for children in care in climate of economic recession: The relationship between poverty and child maltreatment. Northwestern Journal of Law and Social Policy, 6(2), 300−317.

13.

Brand

J. E.

(2015). The far-reaching impact of job loss and unemployment. Annual Review of Sociology, 41, 359–375. https://doi.org/10.1146/annurev-soc-071913-043237

14.

Brenan

(2020, April 8). Over 8 in 10 parents now say child is learning remotely. Gallup. https://news.gallup.com/poll/307754/parents-say-child-learning-remotely.aspx

15.

Burkam

D. T.

Ready

D. D.

Lee

V. E.

LoGerfo

L. F.

(2004). Social-class differences in summer learning between kindergarten and first grade: Model specification and estimation. Sociology of Education, 77(1), 1−31. https://doi.org/10.1177/003804070407700101

16.

Campbell

D. T.

Frey

P. W.

(1970). The implications of learning theory for the fade-out of gains from compensatory education. In Hellmuth

(Ed.), Compensatory education: A national debate, disadvantaged child (Vol. 3, pp. 455–463). Brunner/Mazel.

17.

Cerullo

(2020, March 23). Black and Hispanic workers less able to work from home. CBS News. https://www.cbsnews.com/news/work-from-home-black-hispanic-workers/

18.

Connor

C. M.

Piasta

S. B.

Fishman

Glasney

Schatschneider

Crowe

Underwood

Morrison

F. J.

(2009). Individualizing student instruction precisely: Effects of child by instruction interactions on first graders’ literacy development. Child Development, 80(1), 77–100. https://doi.org/10.1111/j.1467-8624.2008.01247.x

19.

Cooper

Nye

Charlton

Lindsay

Greathouse

(1996). The effects of summer vacation on achievement test scores: A narrative and meta-analytic review. Review of Educational Research, 66(3), 227−268. https://doi.org/10.3102/00346543066003227

20.

EdResearch for Recovery. (2020). Guiding schools’ COVID-19 recovery decisions using data and evidence. https://annenberg.brown.edu/recovery

21.

Education Trust. (2020a). COVID-19: Impact on education equity: Resources and responses. https://edtrust.org/covid-19-impact-on-education-equity-resources-responding/

22.

Education Trust. (2020b). Parents overwhelmingly concerned their children are falling behind during school closures. https://edtrust.org/ca-ny-parents-overwhelmingly-concerned-their-children-are-falling-behind-during-school-closures/

23.

Evertson

C. M.

Sanford

J. P.

Emmer

E. T.

(1981). Effects of class heterogeneity in junior high school. American Education Research Journal, 18(2), 219−232. https://doi.org/10.3102/00028312018002219

24.

Farber

H. S.

(2015). Job loss in the great recession and its aftermath: U.S. evidence from the Displaced Workers Survey (NBER Working Paper 21216). National Bureau of Economic Research. https://doi.org/10.3386/w21216

25.

Gershenson

Hayes

M. S.

(2018). Police shootings, civic unrest and student achievement: Evidence from Ferguson. Journal of Economic Geography, 18(3), 663−685. https://doi.org/10.1093/jeg/lbx014

26.

Gershenson

Jacknowitz

Brannegan

(2017). Are student absences worth the worry in U.S. primary schools? Education Finance and Policy, 12(2), 137−165. https://doi.org/10.1162/EDFP_a_00207

27.

Gewertz

(2020, May 28). Instruction during COVID-19: Less learning time drives fears of academic erosion. Education Week. https://www.edweek.org/ew/articles/2020/05/27/instruction-during-covid-19-less-learning-time-drives.html

28.

Gill

Walsh

Wulsin

C. S.

Matulewicz

Grau

Lee

Kerwin

(2015). Inside online charter schools. Mathematic Policy Research.

29.

Goodman

(2014). Flaking out: Student absences and snow days as disruptions of instructional time (NBER Working Paper 20221). National Bureau of Economic Research. https://doi.org/10.3386/w20221

30.

Gross

Opalka

(2020, June). Too many schools leave learning to chance during the pandemic. Center for Reinventing Public Education. https://www.crpe.org/sites/default/files/final_national_sample_brief_2020.pdf

31.

Hansen

(2011). School year length and student performance: Quasi-experimental evidence. Social Science Research Networking Paper. https://doi.org/10.2139/ssrn.2269846

32.

Harris

Larsen

(2019). The effects of the New Orleans post-Katrina market-based school reforms on medium-term student outcomes. Education Research Alliance for New Orleans. https://educationresearchalliancenola.org/files/publications/Harris-Larsen-Reform-Effects-2019-08-01.pdf

33.

Harris

E. A.

(2020, April 27). “It was just too much”: How remote learning is breaking parents. The New York Times. https://www.nytimes.com/2020/04/27/nyregion/coronavirus-homeschooling-parents.html

34.

Hart

C. M.

Berger

Jacob

Loeb

Hill

(2019). Online learning, offline outcomes: Online course taking and high school student performance. AERA Open, 5(1). https://doi.org/10.1177/2332858419832852

35.

Herold

(2020, April 1). The disparities in remote learning under coronavirus (in charts). Education Week. https://www.edweek.org/ew/articles/2020/04/10/the-disparities-in-remote-learning-under-coronavirus.html

36.

Hill

A. J.

Jones

D. B.

(2018). A teacher who knows me: The academic benefits of repeat student-teacher matches. Economics of Education Review, 64, 1−12. https://doi.org/10.1016/j.econedurev.2018.03.004

37.

Hill

H. C.

Loeb

(2020, May 27). How to contend with pandemic learning loss. Education Week. https://www.edweek.org/ew/articles/2020/05/28/how-to-contend-with-pandemic-learning-loss.html

38.

Horowitz

J. M.

(2020, April 15). Lower-income parents most concerned about their children falling behind amid COVID-19 school closures. Pew Research Center. https://www.pewresearch.org/fact-tank/2020/04/15/lower-income-parents-most-concerned-about-their-children-falling-behind-amid-covid-19-school-closures/

39.

Johnson

R. C.

Kalil

Dunifon

R. E.

(2012). Employment patterns of less-skilled workers: Links to children’s behavior and academic progress. Demography, 49, 747–772. https://doi.org/10.1007/s13524-011-0086-4

40.

Kalil

Ziol-Guest

K. M.

(2005). Single mothers’ employment dynamics and adolescent well-being. Child Development, 76(1),196–211. https://doi.org/10.1111/j.1467-8624.2005.00839.x

41.

Kalil

Ziol-Guest

K. M.

(2008). Parental employment circumstances and children’s academic progress. Social Science Research, 37(2), 500–515. https://doi.org/10.1016/j.ssresearch.2007.08.007

42.

Kim

J. S.

Quinn

D. M.

(2013). The effects of summer reading on low-income children’s literacy achievement from kindergarten to grade 8: A meta-analysis of classroom and home interventions. Review of Educational Research, 83(3), 386–431.

43.

Kraft

Goldstein

(2020, May 21). Getting tutoring right to reduce COVID-19 learning loss. Brookings Brown Center Chalkboard. https://www.brookings.edu/blog/brown-center-chalkboard/2020/05/21/getting-tutoring-right-to-reduce-covid-19-learning-loss/

44.

Kuhfeld

(2019). Surprising new evidence on summer learning loss. Phi Delta Kappan, 101(1), 25−29. https://doi.org/10.1177/0031721719871560

45.

Kuhfeld

Condron

Downey

(2019). When does inequality grow? A seasonal analysis of racial/ethnic disparities in learning in kindergarten through eighth grade (The Collaborative for Student Growth at NWEA Working Paper). https://www.nwea.org/resource-library/research/when-does-inequality-grow-3

46.

Kuhfeld

Tarasawa

(2020). The COVID-19 slide: What summer learning loss can tell us about the potential impact of school closures on student academic achievement (The Collaborative for Student Growth NWEA White Paper). https://www.nwea.org/research/publication/the-covid-19-slide-what-summer-learning-loss-can-tell-us-about-the-potential-impact-of-school-closures-on-student-academic-achievement/

47.

Krogstad

J. M.

Gonzalez-Barrera

Noe-Bustamente

(2020, April 3). U.S. Latinos among hardest hit by pay cuts, job losses due to Coronavirus. Pew Research Center. https://www.pewresearch.org/fact-tank/2020/04/03/u-s-latinos-among-hardest-hit-by-pay-cuts-job-losses-due-to-coronavirus/

48.

Kurtz

(2020, April 10). National survey tracks impact of coronavirus on schools: 10 key findings. Education Week. https://www.edweek.org/ew/articles/2020/04/10/national-survey-tracks-impact-of-coronavirus-on.html

49.

Lake

Dusseault

(2020a, April 27). Remote classes are in session for more school districts, but attendance plans are still absent. Center for Reinventing Public Education. https://www.crpe.org/thelens/remote-classes-are-session-more-school-districts-attendance-plans-are-still-absent

50.

Lake

Dusseault

(2020b, April 3). School systems make a slow transition from the classroom to the cloud. Center for Reinventing Public Education. https://www.crpe.org/thelens/school-systems-make-slow-transition-classroom-cloud

51.

Lake

Olson

(2020, July). Learning as we go: Principles for effective assessment during the COVID-19 pandemic. Center for Reinventing Public Education. https://www.crpe.org/sites/default/files/final_diagnostics_brief_2020.pdf

52.

Lieberman

(2020, April 17). Taking attendance during coronavirus closures: Is it even worth it? Education Week. https://www.edweek.org/ew/articles/2020/04/17/taking-attendance-is-tricky-during-coronavirus-closures.html

53.

Liu

Lee

Gershenson

(2020). The short- and long-run impacts of secondary school absences. (EdWorkingPaper: 20–125). https://doi.org/10.26300/xg6s-z169

54.

Lynch

Hill

(2020). Broad-based academic supports for all students. EdResearch for Recovery. https://annenberg.brown.edu/sites/default/files/EdResearch_for_Recovery_Brief_6.pdf

55.

Malkus

(2020, June). School districts’ remote-learning plans may widen student achievement gap. Education Next. https://www.educationnext.org/school-districts-remote-learning-plans-may-widen-student-achievement-gap-only-20-percent-meet-standards/

56.

Marcotte

D. E.

(2007). Schooling and test scores: A mother-natural experiment. Economics of Education Review, 26(5), 629−640. https://doi.org/10.1016/j.econedurev.2006.08.001

57.

Marcotte

D. E.

Hemelt

S. W.

(2008). Unscheduled school closings and student performance. Education Finance and Policy, 3(3), 316−338. https://doi.org/10.1162/edfp.2008.3.3.316

58.

Moyer

M. W.

(2020, July 22). Pods, microschools and tutors: Can parents solve the education crisis on their own? The New York Times. https://www.nytimes.com/2020/07/22/parenting/school-pods-coronavirus.html

59.

Musu

(2018, October 31). The digital divide: Differences in home internet access. National Center for Education Statistics. https://nces.ed.gov/blogs/nces/post/the-digital-divide-differences-in-home-internet-access

60.

National Association for the Advancement of Colored People. (2020, March). Ten equity implications of the Coronavirus COVID-19 outbreak in the United States. https://naacp.org/wp-content/uploads/2020/03/Ten-Equity-Considerations-of-the-Coronavirus-COVID-19-Outbreak-in-the-United-States_Version-2.pdf

61.

National Center for Education Statistics. (2018). Digest of education statistics: 2018. https://nces.ed.gov/programs/digest/d18/tables/dt18_203.10.asp

62.

Pfefferbaum

North

C. S.

(2020). Mental health and the Covid-19 pandemic. New England Journal of Medicine, 383, 510–512. https://doi.org/10.1056/NEJMp2008017

63.

Phillips

(2020, April 28). Using tutors to close the opportunity gap with Matthew Kraft. The Late Bell. https://latebellpod.com/using-tutors-to-close-the-opportunity-gap/

64.

Picou

J. S.

Marshall

B. K.

(2007). Social impacts of Hurricane Katrina on displaced K–12 students and educational institutions in coastal Alabama counties: Some preliminary observations. Sociological Spectrum, 27(6), 767−780. https://doi.org/10.1080/02732170701534267

65.

Quinn

Polikoff

(2017). Summer learning loss: What is it, and what can we do about it. Brookings Institution. https://www.brookings.edu/research/summer-learning-loss-what-is-it-and-what-can-we-do-about-it/

66.

Sacerdote

(2012). When the saints go marching out: Long-term outcomes for student evacuees from Hurricanes Katrina and Rita. American Economic Journal: Applied Economics, 4(1), 109−135. https://doi.org/10.1257/app.4.1.109

67.

Schneider

Harknett

McLanahan

(2016). Intimate partner violence in the Great Recession. Demography, 53(2), 471−505. https://doi.org/10.1007/s13524-016-0462-1

68.

Slavin

(2020, May 28). Large-scale tutoring as a solution for school closure losses: Is the idea taking hold? Robert Slavin’s Blog. https://robertslavinsblog.wordpress.com/category/covid/

69.

Stevens

A. H.

Schaller

(2011). Short-run effects of parental job loss on children’s academic achievement. Economics of Education Review, 30(2), 289−299. https://doi.org/10.1016/j.econedurev.2010.10.002

70.

Thum

Y. M.

Kuhfeld

(2020). NWEA 2020 MAP growth norms for student and school achievement status and growth. NWEA.

71.

von Hippel

P. T

. (2019). Is summer learning loss real? Education Next. https://www.educationnext.org/is-summer-learning-loss-real-how-i-lost-faith-education-research-results/

72.

von Hippel

P. T

. (2020). How will the coronavirus crisis affect children’s learning? Unequally. Education Next. https://www.educationnext.org/how-will-coronavirus-crisis-affect-childrens-learning-unequally-covid-19/

73.

von Hippel

P. T.

Hamrock

. (2019). Do test score gaps grow before, during, or between the school years? Measurement artifacts and what we can know in spite of them. Sociological Science, 6, 43–80. https://doi.org/10.15195/v6.a3

74.

von Hippel

P. T.

Workman

Downey

D. B

. (2018). Inequality in reading and math skills forms mainly before kindergarten: A replication, and partial correction, of “Are schools the great equalizer?” Sociology of Education, 91(4), 323−357. https://doi.org/10.1177/0038040718801760

75.

Whitney

C. R.

Liu

(2017). What we’re missing: A descriptive analysis of part-day absenteeism in secondary school. AERA Open, 3(2). https://doi.org/10.1177/2332858417703660

76.

Wolf

Morrissey

(2017). Economic instability, food insecurity, and child health in the wake of the Great Recession. Social Service Review, 91(3), 534−570. https://doi.org/10.1086/694111

77.

Woodworth

J. L.

Raymond

M. E.

Chirbas

Gonzalez

Negassi

Snow

Van Donge

(2015). Online charter school study 2015. https://credo.stanford.edu/sites/g/files/sbiybj6481/f/online_charter_study_final.pdf

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Projecting the Potential Impact of COVID-19 School Closures on Academic Achievement

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