Diferencias en variables cognitivo-motivacionales

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Diferencias en variables cognitivo-motivacionales,
rendimiento académico, implicación familiar en
alumnos con y sin dificultades de aprendizaje en
Educación Secundaria Obligatoria
María del Carmen Girón Calero
Mª del Carmen Girón Calero
Diferencias en variables cognitivo-motivacionales,
rendimiento académico, implicación familiar en
alumnos con y sin dificultades de aprendizaje en
Educación Secundaria Obligatoria
TESIS DOCTORAL
Mª del Carmen Girón Calero
Alicante, 2012
2012
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Tesis Doctoral
Pintrich, P.R. (2000). Multiple goals, multiple pathways: The role of goal
orientation in learning and achievement. Journal of Educational Psychology, 25,
544-555.
Pintrich, P.R. (2000). An achievement goal theory perspective on issues in
motivation
terminology,
theory,
and
research.
Contemporany Educational
Psychology, 99-104.
Pintrich, P.R., y De Groot, E.V. (1990). Motivational and self-regulated Learning
Components of classroom performance. Journal of Educational Psychology, 82, 3340.
Piñeiro, I., Valle, A. Rodríguez, S. González, R. y Núñez, J.C. (2001). Diferencias en
la utilización de estrategias de aprendizaje según el nivel motivacional de los
estudiantes. Revista de investigación educativa, 19 (1) ,105-126.
Poggioli, L. (1989) Estrategias cognoscitivas: Una revisión teórica y empírica. En:
A. Puente, L. Poggioli y A. Navarro (Eds.), Psicología Cognoscitiva: Desarrollo y
perspectivas. Caracas: McGraw Hill Interamericana de Venezuela.
Pokay, P., y Blumenfeld, P.C. (1990). Predicting achievement early and late en the
semester: the role of motivation and use of learning strategies. Journal of
Educational Psychology, 82(1), 41-50.
Polaco, R. (1994). El clima escolar percibido por estudiantes con diferente nivel de
rendimiento. Bordón: Revista de Orientación Pedagógica, 6 (1), 89-97.
Polaino-Lorente, A. (1998). Evaluación psicológica y psicopatológica de la familia.
Pamplona: Instituto de Ciencias para la Familia. Universidad de Navarra.
Pons, Díez, J. (1998). El modelado familiar y el papel educativo de los padres en la
etiología del consumo de alcohol en los adolescentes. Revista Especializada en
Salud Pública, 72 (3), 251-266.
256
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Mª del Carmen Girón Calero
Tesis Doctoral
Sánchez-Palomino, A., y Torres, J.A. (1997). Educación especial I. Una perspectiva
curricular, organizativa y profesional. Madrid: Pirámide.
Santiuste, V., García, E., Ayala, C. y Barriguete, C. (1996). Procesos y estrategias
de comprensión lectora. Aplicación a la enseñanza de la filosofía a través de los
textos. Madrid: Fugaz.
Schilling, E., y Lynch, E D. (1985). Father versus mather custody and Academic
Achievement of Eigth Grade Children. Journal of Research and Development in
Education, 18 (2), 7-11.
Schneider, W., Pressley, M. (1997). Memory development between 2 and 20.
Hillsdale, NJ: Erlbaum.
Schunk, Dale, H. (1998). Teorías del aprendizaje. México D.F.: Pearson Educación.
Seginer, R. (1983). Parents´educational expectations and children´s academic
ahievements: A literature review. Merrill Palmer Quarterly, 29, 1-23.
Seginer, R. (1985). Family learning environment: The subjective view of adolescent
males and females. Journal of Youth and Adolescence, 14 (2), 121-131.
Seginer, R., Cohen, Y. B., y Zukerman, S. (1987). Mothers characteristics and firstgrade boys performance: Testing an academic achievement model. Journal of
Genetic Psychology, 149 (3), 349-361.
Seginer, R., y Vermulst, A. (2002). Family environment, educational aspirations,
and academic achievement in two cultural settings. Journal of Cross-Cultural
Psychology, 58, 292-307.
Segovia, F., y Beltrán, J. A. (1998). El aula inteligente. Madrid: Espasa Calpe.
260
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DPRQJ\RXQJFKLOGUHQ&KLOG'HYHORSPHQW
261
Mª del Carmen Girón Calero
Tesis Doctoral
Smith, T.E. (1991). Agreement of adolescent educational expectations with
perceived maternal and paternal educational goals. Youth and Society, 23 (2), 155174.
Snow, R.E., y Lohman, D.F. (1984). Toward a theory of cognitive aptitude for
learning from instruction. Journal of Educational Psychology, 76, (3), 347-376.
Sosa, J.A., Sosa, M.J., Darias, E., y Sánchez, C. R. (1996). The implication of
parents on the education of their children (La implicación de los padres en la
educación
formal
de
sus
hijos:
Consideraciones
previas
y
dificultades
metodológicas). Comunicación presentada al ECER´96 (The European Educational
Resarch Association). In the Faculty of Education Sciences: Universidad de Sevilla,
25-28 de Septiembre. Carácter Internacional.
Sprenkle, D.H., y Olson, D.H. (1978). Circumplex model of marital systems. An
empirical study of clinic and non-clinic couples. Journal of Marriage and Family
Counselling, abril, 59-74.
Stein, B.S., Bransford, J.D., Franks, J.J., Owings, R.A., Vye, N.J., y McGaw, W.
(1982). Differences in the precision of self-generated elaborations. Journal of
Experimental Psychology General, 11, 399-405.
Stein, B.S., Bransford, J.D., Franks, J.J., Vye, N.J., y Perfetto, G.A. (1982).
Differences in judgments of learning difficulty. Journal of Experimental Psychology
General, 11, 406-413.
Stein, B.S., Littlefield, J., Bransford, J.D., y Persampieri, M. (1984). Elaboration
and knowledge acquisition. Memory and Cognition, 12, 522-529.
Steinberg, L., Lamborn, S.D., Dornbusch, S. M., y Darling, N. (1992). Impact of
parenting practices on adolescent achievement: Authoritative parenting, school
involvement, and encouragement to succeed. Child Development, 63, 1266-1281.
262
Mª del Carmen Girón Calero
Tesis Doctoral
Stevenson, D. L., y Baker, D. P. (1987). The family-school relation and the child´s
school performance. Child Development, 58, 1348-1357.
Stevenson, H. W., Lee, S., Y., Chen, C., Lummis, M., Stigler, J., Fan, L., et al.
(1990). Mathematics achievement of children in China and the United States.
Child Development, 61 (4), 1053–1066.
Stigler, J. W., Lee, S. Y., Steven, H. W. (1990). Mathematical knowledge of
Japanese, Chinese, and American elementary school children. Reston, VA:
National Council of Teachers of Mathematics.
Strauss, A., A. (1947). Psychopathology and education of the brain-injured child,
(Vol 1).New York: Grume and Stratton.
Suárez, Yánez, A. (1995). Dificultades en el aprendizaje. Un modelo de Diagnóstico
e Intervención. Madrid: Editorial Aula XXI. Santillana.
Suárez Riveiro, J. M., Fernández Suárez, P. y Anaya Nieto, D. (2005). Un modelo
sobre la determinación motivacional del aprendizaje autorregulado. Revista de
Educación, 338, 295-306.
Sun, Y., y Li, Y. (2001). Marital disruption, parental investment, and children’s
academic achievement. Journal of Family Issues, 22 (1), 27-62.
Switzer, L.S. (1990). Family factors associated with academic progress for children
with learning disabilities. Elementary School for children with learning
disabilities. Elementary School Guidance and Counseling, 24, 200-206.
Symeou, L. (2006). Past and present in the notion of school-family collaboration.
Aula Abierta, 85, 165-184.
Teachman, J. D., y Paasch, K. (1998, August). The family and educational
aspirations. Journal of Marriage and the Family, 60, 704-714.
263
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