Monroy-Gómez-Franco, Luis and Vélez-Grajales, Roberto and Lopez-Calva, Luis Felipe (2021): The potential effects of the COVID-19 pandemic on learning.
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Abstract
In this paper, we use a new database for Mexico to model the possible long-run effects of the pandemic on learning. First, based on the framework of Neidhöffer, Lustig, and Tommasi (2021), we estimate the loss of schooling due to the transition from in-person to remote learning using data from the National Survey on Social Mobility (ESRU-EMOVI-2017), census data, and national statistics of COVID-19 incidence. In this estimation, we account for the attenuation capacity of households by considering the parental educational attainment and the economic resources available to the household in the calculation of the short-run cost. Secondly, we estimate the potential long-run consequences of this shock through a calibrated learning profile for five Mexican regions following Kaffenberger and Pritchett (2020). Assuming the distance learning policy adopted by the Mexican government is entirely effective, our results indicate that a learning loss equivalent to the learning during a third of a school year in the short run translates into a learning loss equivalent to an entire school year further up the educational career of students. On the other hand, if the policy was ineffective, the short-run loss increases to an entire school year and becomes a loss of two years of learning in the long run. Our results suggest substantial variation at the regional level, with the most affected region, the South experiencing a loss thrice as large as that of the least affected region, the Centre region.
Item Type: | MPRA Paper |
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Original Title: | The potential effects of the COVID-19 pandemic on learning |
English Title: | The potential effects of the COVID-19 pandemic on learning |
Language: | English |
Keywords: | COVID-19, Mexico, Education, Regional Analysis |
Subjects: | I - Health, Education, and Welfare > I2 - Education and Research Institutions > I24 - Education and Inequality I - Health, Education, and Welfare > I2 - Education and Research Institutions > I25 - Education and Economic Development J - Labor and Demographic Economics > J6 - Mobility, Unemployment, Vacancies, and Immigrant Workers > J62 - Job, Occupational, and Intergenerational Mobility O - Economic Development, Innovation, Technological Change, and Growth > O1 - Economic Development > O15 - Human Resources ; Human Development ; Income Distribution ; Migration |
Item ID: | 110043 |
Depositing User: | MPhil Luis Monroy-Gómez-Franco |
Date Deposited: | 07 Oct 2021 04:48 |
Last Modified: | 07 Oct 2021 04:48 |
References: | Andrabi, Tahir; Benjamin Daniels, and Jishnu Das. (2021). “Human Capital Accumulation and Disasters: Evidence from the Pakistan Earthquake of 2005”. Journal of Human Resources. DOI: DOI: 10.3368/jhr.59.2.0520-10887R1 Andrew, Alison; Sarah Cattan, Monica Costa, Christine Farquharson, Lucy Kraftman, Sonya Krutikova, and Almudena Sevilla. (2020). “Inequalities in Children’s Experiences of Home Learning during the COVID-19 Lockdown in England”. Fiscal Studies, 41(3), pp.653-683 Amato, Paul R., and Christopher J. Anthony. (2014). “Estimating the Effects of Parental Divorce and Death With Fixed Effects Models.” Journal of Marriage and Family, 76(2): 370– 386. Bacher-Hicks, Andrew; Joshua Goodman, and Christine Mulhern (2021). “Inequality in household adaptation to schooling shocks: Covid induced online learning engagement in real-time” Journal of Public Economics, 193. Bansak, Cynthia and Martha Starr. (2021). “Covid-19 shocks to education supply: how 200,000 US households dealt with the sudden shift to distance learning” Review of Economics of the Household, 19(1), pp. 63-90. Bau, Natalie; Jishnu Das and Andres Yi Chang (2021) “New evidence on learning trajectories in a low-income setting” International Journal of Educational Development, 84, https://doi.org/10.1016/j.ijedudev.2021.102430 Beatty, Amanda; Emilie Berkhout; Luhur Bima; Menno Pradhan and Daniel Suryadarma. (2021). “Schooling progress, learning reversal: Indonesia’s learning profiles between 2000 and 2014.” International Journal of Educational Development, 85, DOI: https://doi.org/10.1016/j.ijedudev.2021.102436 Belot, Michèle and Dinand Webbink “Do Teacher Strikes Harm Educational Attainment of Students?” Labour, 24(4): 391-406. Boruchowicz, Cynthia, Susan W. Parker, and Linsay Robbins. (2023). “Time Use of Youth during a Pandemic: Evidence from Mexico.” World Development, 149. DOI: https://doi.org/10.1016/j.worlddev.2021.105687 Cabrera, Francisco and María Padilla-Romo (2020) “Hidden Violence: How COVID-19 School Closures Reduced the Reporting of Children Maltreatment.” Latin American Economic Review, 29. https://doi.org/10.47872/laer-2020-29-4s Cas, Ava, Elizabeth Frankenberg, Wayan Suriastini, and Duncan Thomas. (2014). “The Impact of Parental Death on Child Well-being: Evidence From the Indian Ocean Tsunami.” Demography, 51(2): 437–457. Coolican, Mariana; Juan Carlos Borras and Michael Strong (2020). “Argentina and the COVID-19: Lessons learned from education and technical colleges in Buenos Aires Province” Journal of Education for Teaching, 46(4): 484-496. Corak, Miles. (2001). “Death and Divorce: The Long-Term Consequences of Parental Loss on Adolescents.” Journal of Labor Economics, 19(3): 682–715. Crawfurd, Lee. (2021). “Accounting for repetition and dropout in contemporaneous cross-section learning profiles: Evidence from Rwanda.” International Journal of Educational Development. 85, DOI: https://doi.org/10.1016/j.ijedudev.2021.102443 De la Torre, Rodolfo and Roberto Vélez Grajales, (2016). Informe sobre Desarrollo Humano Mexico 2016. Desigualdad y movilidad. Mexico: United Nations Development Program (UNDP). Delajara, Marcelo, Raymundo Campos-Vazquez and Roberto Velez-Grajales (2021), “The Regional Geography of Social Mobility in Mexico”, Regional Studies. DOI https://doi.org/10.1080/00343404.2021.1967310 Diario Oficial de la Federación, March 16 of 2020 “Acuerdo 02/03/20 por el que se suspenden las clases en las escuelas de educación preescolar, primaria, secundaria, normal y demás para la formación de maestros de educación básica del Sistema Educativo Nacional, así como aquellas de los tipos medio superior y superior dependientes de la Secretaría de Educación Pública” https://www.dof.gob.mx/nota_detalle.php?codigo=5589479&fecha=16/03/2020 Diario Oficial de la Federación, May 29 of 2020 “Acuerdo por el que se establecen los Lineamientos Técnicos Específicos para la Reapertura de las Actividades Económicas.” https://www.dof.gob.mx/nota_detalle.php?codigo=5594138&fecha=29/05/2020 Diario Oficial de la Federación, December 28 of 2020 “Acuerdo 26/12/20 por el que se establecen las orientaciones pedagógicas y los criterios para la evaluación del aprendizaje para la educación preescolar, primaria y secundaria en el periodo de contingencia sanitaria generada por el virus SARS-CoV2 (COVID-19) para el ciclo escolar 2020-2021.” https://www.dof.gob.mx/nota_detalle.php?codigo=5608934&fecha=28/12/2020 Diario Oficial de la Federación, June 22 of 2021 “Acuerdo 16/06/21 por el que se regulan las acciones específicas y extraordinarias relativas a la conclusión del ciclo escolar 2020-2021, en beneficio de los educandos de preescolar, primaria y secundaria ante el periodo de contingencia sanitaria generada por el virus SARS-CoV2 (COVID-19).” https://www.dof.gob.mx/nota_detalle.php?codigo=5621985&fecha=22/06/2021 Diario Oficial de la Federación, August 20 of 2021 “Acuerdo 23/08/21 por el que se establecen diversas disposiciones para el desarrollo del ciclo escolar 2021-2022 y reanudar las actividades del servicio público educativo de forma presencial, responsable y ordenada, y dar cumplimiento a los planes y programas de estudio de educación básica (preescolar, primaria y secundaria), normal y demás para la formación de maestros de educación básica aplicables a toda la República, al igual que aquellos planes y programas de estudio de los tipos medio superior y superior que la Secretaría de Educación Pública haya emitido, así como aquellos particulares con autorización o reconocimiento de validez oficial de estudios, en beneficio de las y los educandos.” https://www.dof.gob.mx/nota_detalle.php?codigo=5627244&fecha=20/08/2021 Dietrich, Hans; Alexander Patzina and Adrian Lerche (2021) “Social inequality in homeschooling efforts of German high school students during a school closing period” European Societies, 23(1): S348-S369. Engzell, Per; Arun Frey and Mark D. Verhagen (2021). “Learning loss due to school closures during the COVID-19 pandemic.” Proceedings of the National Academy of Sciences, 17(118). https://doi.org/10.1073/pnas.2022376118 Filmer, Deon and Lant Pritchett. (2001). “Estimating wealth effects without expenditure data-or tears: an application to educational enrollments in states of India”, Demography, vol. 38, no.1, pp. 115-132. Francis, Dania V., and Christian E. Weller. (2021). “Economic Inequality, the Digital Divide, and Remote Learning During COVID-19.” The Review of Black Political Economy. Gertler, Paul, David I. Levine, and Minnie Ames. (2004). “Schooling and Parental Death.” The Review of Economics and Statistics, 86(1): 211–225. Grätz, Michael and Oliver Lipps (2021) “Large loss in studying time during the closure of schools in Switzerland.” Research in Social Stratification and Mobility, 71. Grewenig, Elisabeth; Philipp Lergetporer; Katharina Werner; Ludger Woessmann and Larissa Zierow (2021) “COVID-19 and Educational Inequality: How School Closures Affect Low and High Achieving Students” European Economic Review. Gutierrez Juan Pablo and Stefano Bertozzi (2020) “Non-communicable diseases and inequalities increase risk of death among COVID-19 patients in Mexico”. PLOS ONE 15(10): e0240394. https://doi.org/10.1371/journal.pone.0240394 Hernández-Bringas, Héctor. 2020. “COVID-19 en México: un perfil sociodemográfico.” Notas de Población, 47(111): 105–132. Heckman, James, and Stefano Mosso. (2014). “The Economics of Human Development and Social Mobility.” Annual Review of Economics, 6(1): 689–733. Hillis, Susan; Juliette. T. Unwin; Yu Chen; Lucie Cluver; Lorraine Sherr; Phillipp Goldman; Olivier Ratmann; Christl Donelly; Samir Bhatt; Andrés Villaveces; Alexander Butchart; Gretchen Bachman; Laura Rawlings; Phil Green; Charles A. Nelson III and Seth Flaxman (2021) “Global minimum estimates of children affected by COVID-19-associated orphanhood and deaths of caregivers: a modelling study” The Lancet, 398(10298): 391 - 402 Hossain, Mobarak (2021). “Unequal experience of COVID-induced remote schooling in four developing countries.” International Journal of Educational Development. 85 Ichino, Andrea and Rudolf Winter-Ebner (2004). “The Long-Run Educational Cost of World War II” Journal of Labor Economics, 22(1): 57-86. Instituto Nacional de Estadística y Geografía (INEGI) (2021).” Encuesta para la Medición del Impacto COVID-19 en la Educación. Presentación de resultados” Aguascalientes: Instituto Nacional de Estadística y Geografía. Jaeger, Mads Meier and Ea Hippe Blaabaek. (2020). “Inequality in learning opportunities during COVID-19: Evidence from library takeout.” Research on Social Stratification and Mobility, 68 Jaume, David and Alexander Willén, (2019) “The Long-Run Effects of Teacher Strikes: Evidence from Argentina” Journal of Labor Economics, 37(4): 1097-1139. Jordan, Katy; Raluca David; Toby Phillips and Arnaldo Pellini (2021). “Education during the Covid-19 crisis: Opportunities and constraints of using EdTech in low-income countries.” RED. Revista de Educación a Distancia, 21(65). Kaffenberger, Michelle. (2021). “Modelling the long-run learning impact of the COVID-19 learning shock. Actions to (more than) mitigate loss” International Journal of Educational Development, 81. Kaffenberger, Michelle and Lant Pritchett (2020) “Aiming higher: Learning profiles and gender equality in 10 low and middle-income countries” International Journal of Educational Development, 79. DOI: https://doi.org/10.1016/j.ijedudev.2020.102272 Kaffenberger, Michelle and Lant Pritchett. (2020). “Failing to Plan? Estimating the Impact of Achieving Schooling Goals on Cohort Learning” Research on Improving Systems of Education, RISE Working Paper #20/083 Kaffenberger, Michelle and Lant Pritchett. (2021). “A structured model of the dynamics of student learning in developing countries, with applications to policy” International Journal of Educational Development, 82. Lichand, Guilherme; Carlos Alberto Dória; Onicio Leal Neto and Joao Cossi. (2021). “The Impacts of Remote Learning in Secondary Education: Evidence from Brazil during the Pandemic” mimeo Marcotte, Dave and Steven Hemelt. (2008) “Unscheduled School Closings and Student Performance” Education Finance and Policy, 3(3): 316-338. Maldonado, Joana and Kristof De Witte (2021). “The effect of school closures on standardised student test outcomes” British Educational Research Journal, https://doi.org/10.1002/berj.3754 McKenzie, David. (2005). “Measuring Inequality with Asset Indicators.” Journal of Population Economics, 18(2): 229–60. Meng, Xin and Guochang Zhao. (2021). “The long shadow of a large scale educational interruption: The intergenerational effect”. Labour Economics, 71, DOI: https://doi.org/10.1016/j.labeco.2021.102008 Miranda-López, Francisco. (2018). “Infraestructura escolar en México: brechas traslapadas, esfuerzos y límites de la política pública”. Perfiles educativos, 40(161): 32-52. DOI: https://doi.org/10.22201/iisue.24486167e.2018.161.58564 Monroy-Gómez-Franco, Luis. (2021a). “A note on ex-ante inequality of opportunity across Mexican regions.” mimeo. Monroy-Gómez-Franco, Luis. (2021b). “Modeling the learning impacts of educational disrup-tions: The short and long-run of it.” mimeo. Monroy-Gómez-Franco, Luis; Roberto Vélez-Grajales and Gastón Yalonetzky, (forthcoming) “Layers of inequality: Unequal opportunities and skin colour in Mexico” Review of Black Political Economy Neidhöfer, Guido, Nora Lustig, and Mariano Tommasi. (2021). “Intergenerational transmission of lockdown consequences: Prognosis of the longer-run persistence of COVID-19 in Latin America.” Journal of Economic Inequality. https://doi.org/10.1007/s10888-021-09501-x Parolin, Zachary and Emma K. Lee (2021) “Large socioeconomic, geographic and demographic disparities exist in exposure to school closures.” Nature Human Behavior, 5(4): 522-528. Poirier, Mathieu, Karen Grepin and Michel Grignon. (2020). “Approaches and alternatives to the wealth index to measure socioeconomic status using survey data: a critical interpretive synthesis”, Social Indicators Research, 148: 1-46. Pritchett, Lant and Amanda Beatty. (2015). “Slow down, you’re going too fast: Matching curricula to students skill levels” International Journal of Educational Development. 40: 275-288. Pritchett, Lant and Justin Sandefur (2020) “Girl’s schooling and women’s literacy: schooling targets alone won’t reach learning goals” International Journal of Educational Development, 78, DOI: https://doi.org/10.1016/j.ijedudev.2020.102242 Prix, Irene, and Jani Erola. (2017). “Does death really make us equal? Educational attainment and resource compensation after paternal death in Finland.” Social Science Research, 64: 171– 183. Ramírez-Raymundo, Rodolfo; José Gutiérrez-García and Magdalena Rodríguez de la Huerta, (2021) Orientaciones para apoyar el estudio en casa de niñas, niños y adolescentes. Educación preescolar, primaria y secundaria. Ciudad de México: Secretaria de Educación Pública. Reimer, David; Emil Smith; Ida Gran Andersen and Bent Sortkaer (2021). “What happens when schools shut down? Investigating inequality in students’ reading behavior during COVID-19 in Denmark.” Research in Social Stratification and Mobility, 71. Rivera-Hernandez, Maricruz; Nasim B Ferdows and Amit Kumar, (2021) “The Impact of the COVID-19 Epidemic on Older Adults in Rural and Urban Areas in Mexico”, The Journals of Gerontology: Series B, 76(7): e268–e274, https://doi.org/10.1093/geronb/gbaa227 Rodriguez-Planas, Nuria (2020). “Hitting Where It Hurts Most: COVID-19 and Low-Income Urban College Students” IZA Discussion Paper #13644. Rodriguez-Abitia, Guillermo. (2021). “Coping with COVID-19 in Mexico: Actions for Educational Inclusion.” Communications of the Association for Information Systems, 48, pp-pp. https://doi.org/10.17705/1CAIS.04813 Sacerdote, Bruce (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. Secretaría de Educación Pública, (2020a). Principales Cifras del Sistema Educativo Nacional 2019-2020. Ciudad de México: Dirección General de Planeación, Programación y Estadística Educativa, Secretaría de Educación Pública. Steele, Fiona, Wendy Sigle-Rushton, and Øystein Kravdal. (2009). “Consequences of family disruption on children’s educational outcomes in Norway.” Demography, 46(3): 553–574. Vélez-Grajales, Roberto, Luis Monroy-Gómez-Franco and Gastón Yalonetzky. (2018). “Inequality of Opportunity in Mexico”, Journal of Income Distribution, 27(3-4): 134-158. Wittenberg, Martin and Murray Liebbrandt. (2017). “Measuring inequality by asset indices: a general approach with application to South Africa”, Review of Income and Wealth, 63(4): 706-730 |
URI: | https://mpra.ub.uni-muenchen.de/id/eprint/110043 |