Parental Homework Involvement and Students’ Achievement: A Three- Level Meta-Analysis
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Keywords

Parental homework involvement
Students’ achievement
Meta-analysis
Moderator analysis
Autonomy support Deberes escolares
Rendimiento académico
Implicación parental
Meta-análisis
variables moderadoras

How to Cite

Jianzhong, X., Shengli , G., Yuxiang , F., Yidan, M., Yichi , Z., Núñez, J. C., & Huiyong , F. (2024). Parental Homework Involvement and Students’ Achievement: A Three- Level Meta-Analysis. Psicothema, 36(1), 1–14. Retrieved from https://reunido.uniovi.es/index.php/PST/article/view/20875

Abstract

Background: Applying a three-level meta-analysis, the goal of our investigation was to examine the relationship between parental homework involvement and students’ achievement, and to investigate whether certain study features could have resulted in the inconsistent results relating to this relationship from prior studies.

Method: We identified a total of 28 studies (32 independent samples) with 252 effect sizes for a total of 378222 participants.

Results: Our meta-analysis revealed an overall weak negative relationship between parental homework involvement and students’ achievement (r = −0.064, p < 0.001). The overall relationship was moderated by the dimension of parental homework involvement. Specifically, students’ achievement was positively related to autonomy support, but largely unrelated to content support, parental control, frequency, and mixed. Additionally, the overall relationship was moderated by achievement measure, grade level, and parent gender.

Conclusions: Given that parental autonomy support was the only dimension that was positively related to students’ achievement, it would be important to conduct qualitative research that provides longitudinal descriptions of parent-child interactions relating to homework tasks as children make their transition from elementary to middle and high school.

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References

Andrews, R., & Harlen, W. (2006). Issues in synthesizing research in education. Educational Research, 48(3), 287–299. https://doi.org/10.1080/00131880600992330

Ariës, R. J., & Cabus, S. J. (2015). Parental homework involvement improves test scores? A review of the literature. Review of Education, 3(2), 179−199. https://doi.org/10.1002/rev3.3055

Assink, M., & Wibbelink, C. J. (2016). Fitting three-level meta-analytic models in R: A step-by-step tutorial. The Quantitative Methods for Psychology, 12(3), 154−174. https://doi.org/10.20982/tqmp.12.3.p154

Austin, C. R., Wanzek, J., Scammacca, N. K., Vaughn, S., Gesel, S. A., Donegan, R. E., & Engelmann, M. L. (2019). The relationship between study quality and the effects of supplemental reading interventions: A meta-analysis. Exceptional Children, 85(3), 347−366. https://doi.org/10.1177/0014402918796164

Balduzzi, S., Rücker, G., & Schwarzer, G. (2019). How to perform a metaanalysis with R: A practical tutorial. BMJ Ment Health, 22(4), 153−160. http://dx.doi.org/10.1136/ebmental-2019-300117

Bhanot, R. T., & Jovanovic, J. (2009). The links between parent behaviors and boys’ and girls’ science achievement beliefs. Applied Developmental Science, 13(1), 42−59. https://doi.org/10.1080/10888690802606784

*Bembenutty, H. (2005). Academic achievement in a national sample: The contribution of self-regulation and motivational beliefs beyond and above parental involvement. Paper presented at the annual meeting of the American Educational Research Association, April 2005, Montreal, Canada.

Benckwitz, L., Kohl, K., Roloff, J., Lüdtke, O., & Guill, K. (2023). Riciprocal relationships between parental and scholastic homework assistance and students’ academic functioning at elementary school. Frontiers in Psychology. https://doi.org/10.3389/fpsyg.2023.1106362

Borenstein, M., Hedges, L. V., Higgins, J. P. T., & Rothstein, H. R. (2009). Introduction to meta-analysis. John Wiley & Sons.

Boonk, L., Gijselaers, H. J., Ritzen, H., & Brand-Gruwel, S. (2018). A review of the relationship between parental involvement indicators and academic achievement. Educational Research Review, 24, 10−30. https://doi.org/10.1016/j.edurev.2018.02.001

Bronson, M. B. (2000). Self-regulation in early childhood: Nature and nurture. Guilford.

Card, N. A. (2015). Applied meta-analysis for social science research. Guilford Publications.

Castro, M., Expósito-Casas, E., López-Martín, E., Lizasoain, L., Navarro-Asencio, E., & Gaviria, J. L. (2015). Parental involvement on student academic achievement: A meta-analysis. Educational Research Review, 14, 33−46. https://doi.org/10.1016/j.edurev.2015.01.002

Cheung, M. W. L. (2014). Modeling dependent effect sizes with three-level meta-analyses: a structural equation modeling approach. Psychological Methods, 19(2), 211–229. https://doi.org/10.1037/a0032968

Cooper, H. (1989). Homework. Longman.

Cooper, H. (2015). The battle over homework: Common ground for administrators, teachers, and parents. Simon and Schuster.

Cooper, H., Robinson, J. C., & Patall, E. A. (2006). Does homework improve academic achievement? A synthesis of research, 1987−2003.

Review of Educational Research, 76(1), 1−62. https://doi.org/10.3102/00346543076001001

Corno, L. (1996). Homework is a complicated thing. Educational Researcher, 25(8), 27–30. https://doi.org/10.3102/0013189X025008027

*Cunha, J., Xu, J., Rosário, P., & Núñez, J. C. (2018). Validity and reliability of the parental homework management scale. Psicothema, 30(3), 337−343. https://doi.org/10.7334/psicothema2017.426

Del Río, M. F., Susperreguy, M. I., Strasser, K., & Salinas, V. (2017). Distinct influences of mothers and fathers on kindergartners’ numeracy performance: The role of math anxiety, home numeracy practices, and numeracy expectations. Early Education and Development, 28(8), 939−955. https://doi.org/10.1080/10409289.2017.1331662

De Matos, C. A., Henrique, J. L., & Vargas, C. A. (2007). Service recovery paradox: a meta-analysis. Journal of Service Research, 10(1), 60−77. https://doi.org/10.1177/1094670507303012

*Dettmers, S., Yotyodying, S., & Jonkmann, K. (2019). Antecedents and outcomes of parental homework involvement: How do family-school partnerships affect parental homework involvement and student outcomes? Frontiers in Psychology, 10, Article 1048. https://doi.org/10.3389/fpsyg.2019.01048

*Driessen, G., Smit, F., & Sleegers, P. (2005). Parental involvement and educational achievement. British Educational Research Journal, 31(4), 509−532. https://doi.org/10.1080/01411920500148713

*Dumont, H., Trautwein, U., Lüdtke, O., Neumann, M., Niggli, A., & Schnyder, I. (2012). Does parental homework involvement mediate the relationship between family background and educational outcomes? Contemporary Educational Psychology, 37(1), 55−69. https://doi.org/10.1016/j.cedpsych.2011.09.004

Dumont, H., Trautwein, U., Nagy, G., & Nagengast, B. (2014). Quality of parental homework involvement: Predictors and reciprocal relations with academic functioning in the reading domain. Journal of Educational Psychology, 106(1), 144–161. https://doi.org/10.1037/a0034100

Duval, S. & Tweedie, R. (2000). Trim and fill: A simple funnel-plot-based method of testing and adjusting for publication bias in meta-analysis. Biometrics, 56(2), 455−463. https://doi.org/10.1111/j.0006-341X.2000.00455.x

Fan, X., & Chen, M. (2001). Parental involvement and students’ academic achievement: A meta-analysis. Educational Psychology Review, 13(1), 1−22. https://doi.org/10.1023/A:1009048817385

Feeley, T. H. (2020). Assessing study quality in meta-analysis. Human Communication Research, 46(2-3), 334−342. https://doi.org/10.1093/hcr/hqaa001

Fernández-Alonso, R., Álvarez-Díaz, M., García-Crespo, F. J., Woitschach, P., & Muñiz, J. (2022). Should we help our children with homework? A meta-analysis using PISA data. Psicothema, 34(1), 56−65. https://doi.org/10.7334/psicothema2021.65

Fiskerstrand, A. (2022). Literature review–Parent involvement and mathematic outcome. Educational Research Review, 37, 100458. https://doi.org/10.1016/j.edurev.2022.100458

*Gonida, E. N., & Cortina, K. S. (2014). Parental involvement in homework: Relations with parent and student achievement‐related motivational beliefs and achievement. British Journal of Educational Psychology, 84(3), 376−396. https://doi.org/10.1111/bjep.12039

Harrer, M., Cuijpers, P., Furukawa, T. A., & Ebert, D. D. (2021). Doing metaanalysis with R: A hands-on guide. Chapman and Hall/CRC.

*Harris, A. Jr. (1991). Students’ perceptions and attitudes toward parent involvement in academic homework and its relationship to academic achievement (Doctoral dissertation). Retrieved from Dissertation Abstracts International: Section A. Humanities and Social Sciences, 51(12), Article 4018.

Henderson, A. T., & Mapp, K. L. (2002). A new wave of evidence: The impact of school, family, and community connections on student achievement. Annual Synthesis 2002. Austin, TX: National Center for Family and Community Connections with Schools.

Higgins, J. P. T., Altman, D. G., & Sterne, J. A. C., & Cochrane Statistical Methods Group and the Cochrane Bias Methods Group. (2011). Assessing risk of bias in included studies. In J. P. T. Higgins & S. Green (Eds.), Cochrane handbook for systematic reviews of interventions (Vol. 5.1.1). The Cochrane Collaboration. https://handbook-5-1.cochrane.org/chapter_8/

Hill, N. E., & Tyson, D. F. (2009). Parental involvement in middle school: a meta-analytic assessment of the strategies that promote achievement. Developmental Psychology, 45(3), 740–763. https://doi.org/10.1037/a0015362

Hunter, J. E., & Schmidt, F. L. (1990). Methods of meta-analysis: Correcting error and bias in research findings. Sage

Jeynes, W. H. (2005). A meta-analysis of the relation of parental involvement to urban elementary school student academic achievement. Urban education, 40(3), 237−269. https://doi.org/10.1177/0042085905274540

Jeynes, W. H. (2007). The relationship between parental involvement and urban secondary school student academic achievement: A meta-analysis. Urban Education, 42(1), 82−110. https://doi.org/10.1177/0042085906293818

*Kikas, E., Mädamürk, K., & Silinskas, G. (2022). Parental homeworkhelp profiles throughout grades 6–9: Relations to motivation and mathematics skills. Frontiers in Education, 7, Article 914992. https://doi.org/10.3389/feduc.2022.914992

Kim, S. W. (2020). Meta-analysis of parental involvement and achievement in East Asian countries. Education and Urban Society, 52(2), 312−337. https://doi.org/10.1177/0013124519842654

Kim, S. (2022). Fifty years of parental involvement and achievement research: A second-order meta-analysis. Educational Research Review, 37, Article 100463. https://doi.org/10.1016/j.edurev.2022.100463

Kim, S., & Hill, N. E. (2015). Including fathers in the picture: A metaanalysis of parental involvement and students’ academic achievement. Journal of Educational Psychology, 107(4), 919–934. https://doi.org/10.1037/edu0000023

*Kim, S., & Fong, V. L. (2014). Homework help, achievement in middle school, and later college attainment in China. Asia Pacific Education Review, 15, 617−631. https://doi.org/10.1007/s12564-014-9350-9

Lamb, M. E. (2010). How fathers influence children’s development? Let me count the ways. In M. E. Lamb (Ed.), The role of the father in child development (5th ed., pp. 1–26). Wiley.

*Lee, J. S., & Bowen, N. K. (2006). Parent involvement, cultural capital, and the achievement gap among elementary school children. American Educational Research Journal, 43(2), 193−218. https://doi.org/10.3102/00028312043002193

Longley, K. F. (1993). The effects of parental involvement on the academic achievement of children with attention deficit hyperactivity disorder (Doctoral Dissertation). Available at ProQuest database (UMI No. 9331465).

McDermott, R. P., Goldman, S. V., & Varenne, H. (1984). When school goes home: Some problems in the organization of homework. Teachers College Record, 85(3), 391−409.

*Moroni, S., Dumont, H., Trautwein, U., Niggli, A., & Baeriswyl, F. (2015). The need to distinguish between quantity and quality in research on parental involvement: The example of parental help with homework. Journal of Educational Research, 108(5), 417−431. https://doi.org/10.1080/00220671.2014.901283

Núñez, J. C., Epstein, J. L., Suárez, N., Rosário, P., Vallejo, G., & Valle, A. (2017). How do student prior achievement and homework behaviors relate to perceived parental involvement in homework? Frontiers in Psychology, 8, Article 1217. https://doi.org/10.3389/fpsyg.2017.01217

Núñez, J. C., Pascual, S., Suárez, N., & Rosário, P. (2021). Perceived parental involvement and children’s homework engagement at the end of primary education: A cluster analysis. Journal of Psychology and Education, 16(1), 88–103. https://doi.org/10.23923/rpye2021.01.204

*Núñez, J. C., Suárez, N., Rosário, P., Vallejo, G., Valle, A., & Epstein, J. L. (2015). Relationships between perceived parental involvement in homework, student homework behaviors, and academic achievement: Differences among elementary, junior high, and high school students. Metacognition and Learning, 10, 375−406. https://doi.org/10.1007/s11409-015-9135-5

*O’Sullivan, R. (2008). The effect of parental involvement with mathematics homework on early elementary and junior high school students (Doctoral Dissertation). Available at ProQuest database (UMI No. 3310595).

*O’Sullivan, R. H., Chen, Y. C., & Fish, M. C. (2014). Parental mathematics homework involvement of low-income families with middle school students. School Community Journal, 24(2), 165−188.

*Olson, M. E. (1988). Homework variables and academic achievement: An integrated study (Doctoral dissertation). Retrieved from Dissertation Abstracts International: Section A. Humanities and Social Sciences. 49(8), Article 2104.

Patall, E. A., Cooper, H., & Robinson, J. C. (2008). Parent involvement in homework: A research synthesis. Review of Educational Research, 78(4), 1039−1101. https://doi.org/10.3102/0034654308325185

Pezdek, K., Berry, T., & Renno, P. A. (2002). Children’s mathematics achievement: The role of parents’ perceptions and their involvement in homework. Journal of Educational Psychology, 94(4), 771−777. https://doi.org/10.1037/0022-0663.94.4.771

Pomerantz, E. M., Moorman, E. A., & Litwack, S. D. (2007). The how, whom, and why of parents’ involvement in children’s academic lives: More is not always better. Review of Educational Research, 77(3), 373−410. https://doi.org/10.3102/003465430305567

Team, R. C. (2022). R: A language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria. https://www.R-project.org/.

*Rajoo, M., & Veloo, A. (2015). The development of Mathematics Homework Engagement (MHE) Instrument for secondary school students, Malaysia. Review of European Studies, 7(7), 87−96.

*Retanal, F., Johnston, N. B., Di Lonardo Burr, S. M., Storozuk, A., DiStefano, M., & Maloney, E. A. (2021). Controlling-supportive homework help partially explains the relation between parents’ math anxiety and children’s math achievement. Education Sciences, 11(10), Article 620. https://doi.org/10.3390/educsci11100620

Rosenthal, R. (1979). File drawer problem and tolerance for null results. Psychological Bulletin, 86(3), 638−641. https://doi.org/10.1037/0033-2909.86.3.638

Ryan, R. M., & Deci, E. L. (2020). Intrinsic and extrinsic motivation from a self-determination theory perspective: Definitions, theory, practices, and future directions. Contemporary Educational Psychology, 61,101860. https://doi.org/10.1016/j.cedpsych.2020.101860

*Schultz, M. D. (1999). Parental involvement in low-income and minority children’s education students (Doctoral Dissertation). Available at ProQuest database (UMI No. 9958886).

*Silinskas, G., & Kikas, E. (2019a). Parental involvement in math homework: Links to children’s performance and motivation. Scandinavian Journal of Educational Research, 63(1), 17-37. https://doi.org/10.1080/00313831.2017.1324901

*Silinskas, G., & Kikas, E. (2019b). Math homework: Parental help and children’s academic outcomes. Contemporary Educational Psychology, 59, 101784. https://doi.org/10.1016/j.cedpsych.2019.101784

*Silinskas, G., Niemi, P., Lerkkanen, M. K., & Nurmi, J. E. (2013). Children’s poor academic performance evokes parental homework assistance — but does it help? International Journal of Behavioral Development, 37(1), 44−56. https://doi.org/10.1177/0165025412456146

*Silinskas, G., Viljaranta, J., Poikkeus, A. M., & Lerkkanen, M. K. (2022). Maternal homework approach and adolescents’ academic skills: The mediating role of task values. Frontiers in Education, 7, 999128. https://doi.org/10.3389/feduc.2022.999128

Stevens, E. A., Austin, C., Moore, C., Scammacca, N., Boucher, A. N., & Vaughn, S. (2021). Current state of the evidence: Examining the effects of Orton-Gillingham reading interventions for students with or at risk for word-level reading disabilities. Exceptional Children, 87(4), 397−417. https://doi.org/10.1177/0014402921993406

Strayhorn, T. L. (2010). The role of schools, families, and psychological variables on math achievement of black high school students. High School Journal, 93(4), 177−194. https://doi.org/10.1353/hsj.2010.0003

Suárez, N., Fernández, E., Regueiro, B., Rosário, P., Xu, J., & Núñez, J. C. (2022). Parental involvement in homework during Covid-19 confinement. Psicothema, 34(3), 421-428. https://doi.org/10.7334/psicothema2021.532

Sun, M., Du, J., & Xu, J. (2021). Are homework purposes and student achievement reciprocally related? A longitudinal study. Current Psychology, 40(10), 4945–4956. https://doi.org/10.1007/s12144-019-00447-y

*Tan, E. T., & Goldberg, W. A. (2009). Parental school involvement in relation to children’s grades and adaptation to school. Journal of Applied Developmental Psychology, 30(4), 442−453. https://doi.org/10.1016/j. appdev.2008.12.023

Trautwein, U., Lüdtke, O., Schnyder, I., & Niggli, A. (2006). Predicting homework effort: Support for a domain-specific, multilevel homework model. Journal of Educational Psychology, 98(2), 438–456. https://doi.org/10.1037/0022-0663.98.2.438

Tunkkari, M., Aunola, K., Hirvonen, R., Silinskas, G., & Kiuru, N. (2021). The interplay between maternal homework involvement, task-avoidance, and achievement among adolescents. Journal of Family Psychology, 35(7), 863–874. https://doi.org/10.1037/fam0000686

Vasquez, A. C., Patall, E. A., Fong, C. J., Corrigan, A. S., & Pine, L. (2016). Parent autonomy support, academic achievement, and psychosocial functioning: A meta-analysis of research. Educational Psychology Review, 28(3), 605−644. https://doi.org/10.1007/s10648-015-9329-z

Vazsonyi, A. T., Mikuška, J., & Kelley, E. L. (2017). It’s time: A meta-analysis on the self-control-deviance link. Journal of Criminal Justice, 48, 48−63. https://doi.org/10.1016/j.jcrimjus.2016.10.001

Viechtbauer, W. (2010). Conducting meta-analyses in R with the metafor package. Journal of Statistical Software, 36(3), 1−48. https://doi.org/10.18637/jss.v036.i03

*Viljaranta, J., Silinskas, G., Lerkkanen, M. K., Hirvonen, R., Pakarinen, E., Poikkeus, A. M., & Nurmi, J. E. (2018). Maternal homework assistance and children’s task-persistent behavior in elementary school. Learning and Instruction, 56, 54−63. https://doi.org/10.1016/j.learninstruc.2018.04.005

Warton, P. M. (2001). The forgotten voices in homework: Views of students. Educational Psychologist, 36(3), 155−165. https://doi.org/10.1207/S15326985EP3603_2

*Wu, J., Barger, M. M., Oh, D., & Pomerantz, E. M. (2022). Parents’ daily involvement in children’s math homework and activities during early elementary school. Child Development, 93(5), 1347−1364. https://doi.org/10.1111/cdev.13774

*Xu, J., & Corno, L. (2022). Extending a model of homework: A multilevel analysis with Chinese middle school students. Metacognition and Learning, 17(2), 531−563. https://doi.org/10.1007/s11409-022-09296-w

*Xu, J., Du, J., Wu, S., Ripple, H., & Cosgriff, A. (2018). Reciprocal effects among parental homework support, effort, and achievement? An empirical investigation. Frontiers in Psychology, 9, Article 2334. https://doi.org/10.3389/fpsyg.2018.02334

*Xu, J., Fan, X, Du, J., & He, M. (2017). A study of the validity and reliability of the Parental Homework Support Scale. Measurement, 95, 93–98. https://doi.org/10.1016/j.measurement.2016.09.045

Xu, J., & Núñez, J. C. (2023). Homework purposes in eighth grade students: Identifying student profiles and their relationship with homework effort, completion, and achievement. Psicothema, 35(2), 111-118. https://doi.org/10.7334/psicothema2022.334