COVID-19;
learning loss;
school closures;
social inequality;
digital divide;
SUMMER;
PERFORMANCE;
INEQUALITY;
D O I:
10.1073/pnas.2022376118
中图分类号:
O [数理科学和化学];
P [天文学、地球科学];
Q [生物科学];
N [自然科学总论];
学科分类号:
07 ;
0710 ;
09 ;
摘要:
Suspension of face-to-face instruction in schools during the COVID-19 pandemic has led to concerns about consequences for students? learning. So far, data to study this question have been limited. Here we evaluate the effect of school closures on primary school performance using exceptionally rich data from The Netherlands (n ? 350,000). We use the fact that national examinations took place before and after lockdown and compare progress during this period to the same period in the 3 previous years. The Netherlands underwent only a relatively short lockdown (8 wk) and features an equitable system of school funding and the world?s highest rate of broadband access. Still, our results reveal a learning loss of about 3 percentile points or 0.08 standard deviations. The effect is equivalent to one-fifth of a school year, the same period that schools remained closed. Losses are up to 60% larger among students from less-educated homes, confirming worries about the uneven toll of the pandemic on children and families. Investigating mechanisms, we find that most of the effect reflects the cumulative impact of knowledge learned rather than transitory influences on the day of testing. Results remain robust when balancing on the estimated propensity of treatment and using maximum-entropy weights or with fixed-effects specifications that compare students within the same school and family. The findings imply that students made little or no progress while learning from home and suggest losses even larger in countries with weaker infrastructure or longer school closures.
机构:
Maastricht Univ, Sch Business & Econ, Res Ctr Educ & Labour Market, Maastricht, NetherlandsMaastricht Univ, Sch Business & Econ, Res Ctr Educ & Labour Market, Maastricht, Netherlands
Haelermans, Carla
Jacobs, Madelon
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机构:
Maastricht Univ, Sch Business & Econ, Res Ctr Educ & Labour Market, Maastricht, NetherlandsMaastricht Univ, Sch Business & Econ, Res Ctr Educ & Labour Market, Maastricht, Netherlands
Jacobs, Madelon
van der Velden, Rolf
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机构:
Maastricht Univ, Sch Business & Econ, Res Ctr Educ & Labour Market, Maastricht, NetherlandsMaastricht Univ, Sch Business & Econ, Res Ctr Educ & Labour Market, Maastricht, Netherlands
van der Velden, Rolf
van Vugt, Lynn
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机构:
Maastricht Univ, Sch Business & Econ, Res Ctr Educ & Labour Market, Maastricht, NetherlandsMaastricht Univ, Sch Business & Econ, Res Ctr Educ & Labour Market, Maastricht, Netherlands
van Vugt, Lynn
van Wetten, Sanne
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机构:
Maastricht Univ, Sch Business & Econ, Res Ctr Educ & Labour Market, Maastricht, NetherlandsMaastricht Univ, Sch Business & Econ, Res Ctr Educ & Labour Market, Maastricht, Netherlands
机构:
Harvard Med Sch, Cambridge Hlth Alliance, Dept Psychiat, Cambridge, MA 02139 USAHarvard Med Sch, Cambridge Hlth Alliance, Dept Psychiat, Cambridge, MA 02139 USA
Almeida, Marcela
Challa, Mamatha
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h-index: 0
机构:
Harvard Med Sch, Cambridge Hlth Alliance, Dept Psychiat, Cambridge, MA 02139 USAHarvard Med Sch, Cambridge Hlth Alliance, Dept Psychiat, Cambridge, MA 02139 USA
Challa, Mamatha
Ribeiro, Monique
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h-index: 0
机构:
Boston Chidrens Hosp, Dept Psychiat, Boston, MA USAHarvard Med Sch, Cambridge Hlth Alliance, Dept Psychiat, Cambridge, MA 02139 USA
Ribeiro, Monique
Harrison, Alexandra M.
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h-index: 0
机构:
Harvard Med Sch, Cambridge Hlth Alliance, Dept Psychiat, Cambridge, MA 02139 USA
Boston Psychoanalyt Soc & Inst Inc, Dept Psychiat, Cambridge, MA USA
Supporting Caregivers Inc, Dept Psychiat, Cambridge, MA USAHarvard Med Sch, Cambridge Hlth Alliance, Dept Psychiat, Cambridge, MA 02139 USA
Harrison, Alexandra M.
Castro, Marcia C.
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h-index: 0
机构:
Harvard TH Chan Sch Publ Hlth, Dept Global Hlth & Populat, Boston, MA USAHarvard Med Sch, Cambridge Hlth Alliance, Dept Psychiat, Cambridge, MA 02139 USA
机构:
Univ Massachusetts, Div Child & Adolescent Psychiat, Dept Psychiat, Chan Med Sch,UMass Mem Med Ctr, Worcester, MA USAUniv Massachusetts, Div Child & Adolescent Psychiat, Dept Psychiat, Chan Med Sch,UMass Mem Med Ctr, Worcester, MA USA
Dvir, Yael
Ryan, Clare
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h-index: 0
机构:
Univ Massachusetts, Dept Psychiat, Chan Med Sch, UMass Mem Med Ctr, Worcester, MA USAUniv Massachusetts, Div Child & Adolescent Psychiat, Dept Psychiat, Chan Med Sch,UMass Mem Med Ctr, Worcester, MA USA
Ryan, Clare
Lee, JungAe
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h-index: 0
机构:
Univ Massachusetts, Dept Populat & Quantitat Hlth Sci, Chan Med Sch, Worcester, MA USAUniv Massachusetts, Div Child & Adolescent Psychiat, Dept Psychiat, Chan Med Sch,UMass Mem Med Ctr, Worcester, MA USA
机构:
Childrens Mercy Kansas City, Dept Pediat, 2401 Gilham Rd, Kansas City, MO 64108 USAChildrens Mercy Kansas City, Dept Pediat, 2401 Gilham Rd, Kansas City, MO 64108 USA
Masonbrink, Abbey R.
Hurley, Emily
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h-index: 0
机构:
Childrens Mercy Kansas City, Dept Pediat, 2401 Gilham Rd, Kansas City, MO 64108 USAChildrens Mercy Kansas City, Dept Pediat, 2401 Gilham Rd, Kansas City, MO 64108 USA