Teacher expectations and math proficiency: evidence from SAEB 2017 in public schools

Authors

  • Otávio Henrique Teixeira RenovaBR
  • Evandro Camargos Teixeira Federal University of Viçosa image/svg+xml
  • Francisco Carlos da Cunha Cassuce Federal University of Viçosa image/svg+xml

DOI:

https://doi.org/10.1590/S1678-4634202652291151por

Keywords:

Teacher expectations, Math proficiency, Multilevel model, High school

Abstract

High school remains one of the main bottlenecks in the Brazilian educational system, especially for students from lower socioeconomic backgrounds. Student proficiency, used as a proxy for educational quality, is associated with different school factors, among which teacher expectations stand out. This study analyzes the relationship between teacher expectations and the mathematics performance of 11th-grade students in Brazilian public schools, using microdata from the 2017 Basic Education Assessment System (Sistema de Avaliação da Educação Básica - SAEB). For this purpose, a three-level multilevel model (students, classes, and schools) was estimated, including a set of control variables related to the school and family context. The results indicate that very high teacher expectations are positively associated with student performance in mathematics, even after controlling for socioeconomic characteristics and school processes. This result highlights the importance of teacher expectations as one of the mechanisms capable of mitigating educational inequalities and contributing to school effectiveness. In addition, the study shows that the impact of expectations is not limited to motivational aspects, but translates into measurable learning gains, which broadens the understanding of the school factors that influence educational quality. Thus, the results provide support for policies aimed at teacher training and capacity building, highlighting the relevance of teacher expectations for building a more equitable and promising school environment.

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References

ALVES, Maria Teresa Gonzaga. Efeito-escola e fatores associados ao progresso acadêmico dos alunos entre o início da 5ª série. 2006. Tese (Doutorado em Educação) - Universidade Federal de Minas Gerais, Belo Horizonte, 2006. Disponível em: https://repositorio.ufmg.br/handle/1843/VCSA-6V8LRM Acesso em: 8 out. 2025.

» https://repositorio.ufmg.br/handle/1843/VCSA-6V8LRM

BANERJEE, Abhijit Vinayak; COLE, Shawn; DUFLO, Esther; LINDEN, Leigh. Remedying education: evidence from two randomized experiments in India. The Quarterly Journal of Economics, Oxford, v. 122, n. 3, p. 1235-1264, 2007. https://doi.org/10.1162/qjec.122.3.1235

» https://doi.org/10.1162/qjec.122.3.1235

BECKER, Dominik. The impact of teachers’ expectations on students’ educational opportunities in the life course. Rationality and Society, Thousand Oaks, v. 25, p. 422-469, 2013. https://doi.org/10.1177/1043463113497993

» https://doi.org/10.1177/1043463113497993

CORREA, Erisson; BONAMINO, Alicia; SOARES, José Francisco. Efeitos das características escolares no aprendizado dos alunos: uma análise com dados longitudinais. Educação e Pesquisa, São Paulo, v. 40, n. 4, p. 1001-1016, 2014. https://doi.org/10.1590/S1517-97022014000400004

» https://doi.org/10.1590/S1517-97022014000400004

GELMAN, Andrew; HILL, Jennifer. Data analysis using regression and multilevel/hierarchical models. New York: Cambridge University Press, 2007. https://doi.org/10.1017/CBO9780511790942

» https://doi.org/10.1017/CBO9780511790942

GOLDSTEIN, Harvey. Multilevel models in educational and social research. London: Charles Griffin, 1987.

GOMES, Cândido Alberto; MARIANO, Flávia; OLIVEIRA, Andreia de; BARBOSA, André; SOUSA, José Henrique; FRIEDRICH, Nayana. Reforço escolar: gastos e desigualdades sociais. Revista Brasileira de Estudos Pedagógicos, Brasília, DF, v. 91, n. 227, p. 55-74, 2010. Disponível em: http://rbep.inep.gov.br/ojs3/index.php/rbep/article/view/2834 Acesso em: 8 out. 2025.

» http://rbep.inep.gov.br/ojs3/index.php/rbep/article/view/2834

GREGORY, Anne; HUANG, Francis. It takes a village: the effects of 10th grade college-going expectations of students, parents, and teachers four years later. American Journal of Community Psychology, New York, v. 52, p. 41-55, 2013. https://doi.org/10.1007/s10464-013-9575-5

» https://doi.org/10.1007/s10464-013-9575-5

HANUSHEK, Eric Alan; WOESSMANN, Ludger. The economics of international differences in educational achievement. In: HANUSHEK, Eric A.; MACHIN, Stephen; WOESSMANN, Ludger (ed.). Handbook of the economics of education. v. 3. Amsterdam: Elsevier, 2011. p. 89-200. https://doi.org/10.1016/B978-0-444-53429-3.00002-9

» https://doi.org/10.1016/B978-0-444-53429-3.00002-9

HEIDER, Fritz. The psychology of interpersonal relations. New York: Wiley, 1958.

KELLEY, Harold Harold. Attribution theory in social psychology. In: LEVINE, David (ed.). Nebraska symposium on motivation. Lincoln: University of Nebraska Press, 1967. p. 1-39.

MENDES, Marcos. A despesa federal em educação. Brasília, DF: IPEA, 2015. Disponível em: https://www.ipea.gov.br/portal/index.php?option=com_content&id=25716 Acesso em: 8 out. 2025.

» https://www.ipea.gov.br/portal/index.php?option=com_content&id=25716

MORICONI, Gabriela Miranda. Medindo a eficácia dos professores. 2012. Tese (Doutorado em Administração Pública e Governo) - Fundação Getulio Vargas, São Paulo, 2012. Disponível em: https://bibliotecadigital.fgv.br/dspace/handle/10438/10069 Acesso em: 8 out. 2025.

» https://bibliotecadigital.fgv.br/dspace/handle/10438/10069

PAPAGEORGE, Nicholas; GERSHENSON, Seth; KANG, Kyung Min. Teacher expectations matter. NBER Working Paper, Cambridge, n. 25255, 2018. National Bureau of Economic Research. https://doi.org/10.3386/w25255

» https://doi.org/10.3386/w25255

RAUDENBUSH, Stephen W.; BRYK, Anthony S. Hierarchical linear models: applications and data analysis methods. 2. ed. Thousand Oaks: Sage, 2002. https://doi.org/10.4135/9781412984772

» https://doi.org/10.4135/9781412984772

ROSENTHAL, Robert; JACOBSON, Lenore. Pygmalion in the classroom. Carmarthen: Crown House, 2003. 1. ed. 1968.

SENKEVICS, Adriano Souza; CARVALHO, Marília Pinto de. Novas e velhas barreiras à escolarização da juventude. Estudos Avançados, São Paulo, v. 34, n. 99, p. 333-351, 2020. https://doi.org/10.1590/s0103-40142020.3499.020

» https://doi.org/10.1590/s0103-40142020.3499.020

SILVA, Ana Luíza Farage. O processo importa. 2017. Dissertação (Mestrado em Educação) - Universidade Federal de Minas Gerais, Belo Horizonte, 2017. Disponível em: https://repositorio.ufmg.br/handle/1843/BUBD-BBBMP2 Acesso em: 8 out. 2025.

» https://repositorio.ufmg.br/handle/1843/BUBD-BBBMP2

SOARES, José Francisco. O efeito da escola no desempenho cognitivo de seus alunos. Revista Electrónica Iberoamericana sobre Calidad, Eficacia y Cambio en Educación, Madrid, v. 2, n. 2, p. 83-104, 2004. Disponível em: https://revistas.uam.es/reice/article/view/5493 Acesso em: 8 out. 2025.

» https://revistas.uam.es/reice/article/view/5493

SOARES, José Francisco; ALVES, Maria Teresa Gonzaga. Desigualdades raciais no sistema brasileiro de educação básica. Educação e Pesquisa, São Paulo, v. 29, n. 1, p. 147-165, 2003. https://doi.org/10.1590/S1517-97022003000100011

» https://doi.org/10.1590/S1517-97022003000100011

SOARES, José Francisco; COLLARES, Ana Cristina Murta. Recursos familiares e o desempenho cognitivo dos alunos do ensino básico. Dados, Rio de Janeiro, v. 49, n. 3, p. 615-650, 2006. https://doi.org/10.1590/S0011-52582006000300004

» https://doi.org/10.1590/S0011-52582006000300004

SOARES, Tufi Machado; LEMOS, Sônia; ALVES, Maria Teresa Gonzaga; SOARES, José Francisco. A expectativa do professor e o desempenho dos alunos. Psicologia: Teoria e Pesquisa, Brasília, DF, v. 26, n. 1, p. 157-170, 2010. https://doi.org/10.1590/S0102-37722010000100018

» https://doi.org/10.1590/S0102-37722010000100018

TEDDLIE, Charles; REYNOLDS, David. Os processos da eficácia escolar. In: BROOKE, Nigel; SOARES, José Francisco (org.). Pesquisa em eficácia escolar: origem e trajetórias. Belo Horizonte: UFMG, 2008. p. 297-328.

WANG, Shengnan; RUBIE-DAVIES, Christine; MEISSEL, Kane. A systematic review of the teacher expectation literature over the past 30 years. Educational Research and Evaluation, London, v. 24, n. 3-5, p. 124-179, 2018. https://doi.org/10.1080/13803611.2018.1548821

» https://doi.org/10.1080/13803611.2018.1548821

WEINER, Bernard. An attributional theory of achievement motivation and emotion. Psychological Review, Washington, DC, v. 92, n. 4, p. 548-573, 1985. https://doi.org/10.1037/0033-295X.92.4.548

» https://doi.org/10.1037/0033-295X.92.4.548

WEINER, Bernard. An attributional theory of motivation and emotion. New York: Springer, 1986. https://doi.org/10.1007/978-1-4612-4948-1

» https://doi.org/10.1007/978-1-4612-4948-1

WEINER, Bernard. Social motivation, justice, and the moral emotions. Mahwah: Lawrence Erlbaum, 2004.

WEINER, Bernard. The development of an attribution-based theory of motivation. Educational Psychologist, Philadelphia, v. 45, n. 1, p. 28-36, 2010. https://doi.org/10.1080/00461520903433596

» https://doi.org/10.1080/00461520903433596

XAVIER, Flávia Pereira; OLIVEIRA, Valéria Cristina de. Aprendizado, expectativas docentes e relação professor-aluno. Estudos em Avaliação Educacional, São Paulo, v. 31, n. 76, p. 76-103, 2020. https://doi.org/10.18222/eae.v31i76.6767

» https://doi.org/10.18222/eae.v31i76.6767

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Published

2026-02-03

How to Cite

Teacher expectations and math proficiency: evidence from SAEB 2017 in public schools. (2026). Educação E Pesquisa, 52(00), e291151. https://doi.org/10.1590/S1678-4634202652291151por