Factors affecting school performance: Does a mixed curriculum make a difference?
Poltak Sinaga, Universitas Pelita Harapan, Indonesia
Gracia Shinta S Ugut, Universitas Pelita Harapan, Indonesia
Sidik Budiono, Universitas Pelita Harapan, Indonesia
Abstract
This article reports on a study that attempts to fill the gap of research focusing on school performance measurements, especially those which involve curriculum types. It established the factors that measured school performance using Exploratory Factor Analysis (EFA) and Confirmatory Factor Analysis (CFA) and analyzed any differences in the performance of schools adopting national curriculum and those adopting mixed curriculum in Greater Jakarta. From 29 items, eight invalid items were dropped, and the EFA identified eight factors, which were categorized into social-emotional learning, school participation, relationship, physical-mental health, physical safety, emotional safety, academic growth, and discipline. Then, the scale was validated using data collected from 684 secondary students using CFA. Chi-square goodness-of-fit test was not statistically significant. However, other indices such as Incremental Fit Index, Comparative Fit Index, Tucker-Lewis Index, Root Mean Squared Error of Approximation, and Standardized Root Mean Square Residual were within acceptable limits, indicating that the eight EFA factors had been validated. Moreover, this study found that schools with mixed curricula had higher performance than those with a national curriculum. Nevertheless, it cannot be generalized because the linear regression shows that the p-value was higher than 0.05 (0.164).
Keywords
Full Text:
PDFReferences
Andrian, D., Kartowagiran, B., & Hadi, S. (2018). The instrument development to evaluate local curriculum in Indonesia. International Journal of Instruction, 11(4), 921–934. https://doi.org/10.12973/iji.2018.11458a
Andrietti, V., & Su, X. (2019). Education curriculum and student achievement: Theory and evidence. Education Economics, 27(1), 4–19. https://doi.org/10.1080/09645292.2018.1527894
Astatke, M. (2019). First‑year college students’ emotional intelligence and help-seeking behaviours as correlates of their academic achievement. Journal of Student Affairs in Africa, 6(2), 29–50. https://doi.org/10.24085/jsaa.v6i2.2515
Auerswald, M., & Moshagen, M. (2019). How to determine the number of factors to retain in exploratory factor analysis: A comparison of extraction methods under realistic conditions. Psychological Methods, 24(4), 468–491. https://doi.org/10.1037/met0000200
Babineau, K. (2017). How can we measure school performance? Cowen Institute, Tulane University. https://doi.org/10.13140/RG.2.2.29676.41605
Badura, P., Sigmund, E., Geckova, A. M., Sigmundova, D., Sirucek, J., van Dijk, J. P., & Reijneveld, S. A. (2016). Is participation in organized leisure-time activities associated with school performance in adolescence? PLOS ONE, 11(4), e0153276. https://doi.org/10.1371/journal.pone.0153276
Banatao, E. J. (2011). Educational resilience: The relationship between school protective factors and student achievement. Doctoral thesis, San Diego State University, San Diego, CA.
Baumann, C., & Krskova, H. (2016). School discipline, school uniforms and academic performance. International Journal of Educational Management, 30(6), 1003–1029. https://doi.org/10.1108/IJEM-09-2015-0118
Blake, M. K. (2020). Other duties as assigned: The ambiguous role of the high school counselor. Sociology of Education, 93(4), 315–330. https://doi.org/10.1177/0038040720932563
Brackett, M. A. (2016). The emotion revolution: Enhancing social and emotional learning in school. National Association of Independent Schools. https://www.nais.org/magazine/independent-school/summer-2016/the-emotion-revolution/
Buchanan, J., Burridge, N., & Chodkiewicz, A. (2018). Maintaining global citizenship education in schools: A challenge for Australian educators and schools. Australian Journal of Teacher Education, 43(4), 51–67. https://doi.org/10.14221/ajte.2018v43n4.4
Casey, M., Schiman, J. C., & Wachala, M. (2018). Local violence, academic performance, and school accountability. AEA Papers and Proceedings, 108, 213–216. https://doi.org/10.1257/pandp.20181109
Cervantes, A. O., & Galván, L. P. (2019). El aprendizaje servicio, una estrategia para impulsar la participación y mejorar la convivencia escolar. Psicoperspectivas. Individuo y Sociedad, 18(1). https://doi.org/10.5027/psicoperspectivas-Vol18-Issue1-fulltext-1478
Costa, J., Marôco, J., Pinto-Gouveia, J., Ferreira, C., & Castilho, P. (2016). Validation of the psychometric properties of the self-compassion scale. Testing the factorial validity and factorial invariance of the measure among borderline personality disorder, anxiety disorder, eating disorder and general populations. Clinical Psychology & Psychotherapy, 23(5), 460–468. https://doi.org/10.1002/cpp.1974
Dearden, J. (2016). English as a medium of instruction – A growing global phenomenon. University of Oxford. https://doi.org/10.13140/RG.2.2.12079.94888
Dewi, A. U. (2021). Curriculum reform in the decentralization of education in Indonesia: Effect on students’ achievements. Jurnal Cakrawala Pendidikan, 40(1), 158–169. https://doi.org/10.21831/cp.v40i1.33821
Dogan, U. (2015). Student engagement, academic self-efficacy, and academic motivation as predictors of academic performance. The Anthropologist, 20(3), 553–561. https://doi.org/10.1080/09720073.2015.11891759
Dorina, R. (2013). School climate as an important component in school effectiveness. Academicus International Scientific Journal, 8, 110–125. https://doi.org/10.7336/academicus.2013.08.06
Dowling, K., Simpkin, A. J., & Barry, M. M. (2019). A cluster randomized-controlled trial of the mindout social and emotional learning program for disadvantaged post-primary school students. Journal of Youth and Adolescence, 48(7), 1245–1263. https://doi.org/10.1007/s10964-019-00987-3
Duckworth, A. L., & Yeager, D. S. (2015). Measurement matters. Educational Researcher, 44(4), 237–251. https://doi.org/10.3102/0013189X15584327
Durlak, J. A., Weissberg, R. P., Dymnicki, A. B., Taylor, R. D., & Schellinger, K. B. (2011). The impact of enhancing students’ social and emotional learning: A meta-analysis of school-based universal interventions. Child Development, 82(1), 405–432. https://doi.org/10.1111/j.1467-8624.2010.01564.x
Edwards, M. S., King, J. B., & Ashkanasy, N. M. (2019). Social and emotional learning in graduate school to improve student well‐being and performance: A proposed training program. New Directions for Teaching and Learning, 2019(160), 91–105. https://doi.org/10.1002/tl.20367
Ehiane, O. S. (2014). Discipline and academic performance (A study of selected secondary schools in Lagos, Nigeria). International Journal of Academic Research in Progressive Education and Development, 3(1), 181–194. https://doi.org/10.6007/IJARPED/v3-i1/758
Elbedour, S., Alqahtani, S., Rihan, I. E. S., Bawalsah, J. A., Booker-Ammah, B., & Turner, J. F. (2020). Cyberbullying: Roles of school psychologists and school counselors in addressing a pervasive social justice issue. Children and Youth Services Review, 109, 104720. https://doi.org/10.1016/j.childyouth.2019.104720
Fredrick, S. S., McClemont, A. J., Jenkins, L. N., & Kern, M. (2021). Perceptions of emotional and physical safety among boarding students and associations with school bullying. School Psychology Review, 50(2–3), 441–453. https://doi.org/10.1080/2372966X.2021.1873705
Galloway, N., Kriukow, J., & Numajiri, T. (2017). Internationalisation, higher education and the growing demand for English: An investigation into the English medium of instruction (EMI) movement in China and Japan. British Council ELT Research Papers 17.02, 1–39.
George, D., & Mallery, P. (2010). SPSS for Windows step by step: A simple guide and reference (4th ed.). Pearson Education.
Giersch, J., Bottia, M. C., Stearns, E., Mickelson, R. A., & Moller, S. (2021). The predictive role of school performance indicators on students’ college achievement. Educational Policy, 35(7), 1085–1115. https://doi.org/10.1177/0895904819857827
Goldberg, J. M., Sklad, M., Elfrink, T. R., Schreurs, K. M. G., Bohlmeijer, E. T., & Clarke, A. M. (2019). Effectiveness of interventions adopting a whole school approach to enhancing social and emotional development: A meta-analysis. European Journal of Psychology of Education, 34(4), 755–782. https://doi.org/10.1007/s10212-018-0406-9
Gordon, R. A. (2015). Dummy variables. In Regression analysis for the social sciences (pp. 237–299). Routledge. https://doi.org/10.4324/9781315748788-15
Graham, A., Powell, M. A., & Truscott, J. (2016). Facilitating student well-being: Relationships do matter. Educational Research, 58(4), 366–383. https://doi.org/10.1080/00131881.2016.1228841
Guarino, C. M., Reckase, M. D., & Wooldridge, J. M. (2015). Can value-added measures of teacher performance be trusted? Education Finance and Policy, 10(1), 117–156. https://doi.org/10.1162/EDFP_a_00153
Hameed, S. (2020). Global citizenship education practices in Singapore and Australia: The fusion of the global eye with the national eye. International Journal of Comparative Education and Development, 22(3), 169–184. https://doi.org/10.1108/IJCED-10-2019-0052
Hameen, E. C., Ken-Opurum, B., & Son, Y. J. (2020). Protocol for post occupancy evaluation in schools to improve indoor environmental quality and energy efficiency. Sustainability, 12(9), 3712. https://doi.org/10.3390/su12093712
Hayton, J. C., Allen, D. G., & Scarpello, V. (2004). Factor retention decisions in exploratory factor analysis: A tutorial on parallel analysis. Organizational Research Methods, 7(2), 191–205. https://doi.org/10.1177/1094428104263675
Hooper, D., Coughlan, J., & Mullen, M. R. (2008). Evaluating model fit: A synthesis of the structural equation modelling literature. The 7th European Conference on Research Methodology for Business and Management Studies. https://arrow.tudublin.ie/cgi/viewcontent.cgi?article=1046&context=buschmancon
Horn, J. L. (1965). A rationale and test for the number of factors in factor analysis. Psychometrika, 30(2), 179–185. https://doi.org/10.1007/BF02289447
Hubbard, G., Woods-Giscombe, C. L., Hageman, A., & Vimba, N. (2018). Innovative clinical training site for psychiatric mental health nurse practitioner students: Elementary school-based group therapy (Manuscript ID UMHN-2017-0143). Issues in Mental Health Nursing, 39(4), 357–361. https://doi.org/10.1080/01612840.2017.1406021
Iantovics, L. B., Rotar, C., & Morar, F. (2019). Survey on establishing the optimal number of factors in exploratory factor analysis applied to data mining. WIREs Data Mining and Knowledge Discovery, 9(2), 1–20. https://doi.org/10.1002/widm.1294
ISC Research. (2021). Why parents select an international school and the impact of COVID-19 on school choice. ISC Research White Paper. https://iscresearch.com/reports/why-parents-select-international-schools/
Jackson, J. J., Connolly, J. J., Garrison, S. M., Leveille, M. M., & Connolly, S. L. (2015). Your friends know how long you will live: A 75-year study of peer-rated personality traits. Psychological Science, 26(3), 335–340. https://doi.org/10.1177/0956797614561800
Jennings, J., & Sohn, H. (2014). Measure for measure: How proficiency-based accountability systems affect inequality in academic achievement. Sociology of Education, 87(2), 125–141. https://doi.org/10.1177/0038040714525787
Jöreskog, K. G., Olsson, U. H., & Wallentin, F. Y. (2016). Multivariate analysis with LISREL. Springer.
Kim, Y. K., Sanders, J. E., Makubuya, T., & Yu, M. (2020). Risk factors of academic performance: Experiences of school violence, school safety concerns, and depression by gender. Child & Youth Care Forum, 49(5), 725–742. https://doi.org/10.1007/s10566-020-09552-7
Kortelainen, M., & Manninen, K. (2019). Effectiveness of private and public high schools: Evidence from Finland. CESifo Economic Studies, 65(4), 424–445. https://doi.org/10.1093/cesifo/ifz014
Krupa, E. E., & Confrey, J. (2017). Effects of a reform high school mathematics curriculum on student achievement: Whom does it benefit? Journal of Curriculum Studies, 49(2), 191–215. https://doi.org/10.1080/00220272.2015.1065911
Lauen, D. L., & Gaddis, S. M. (2016). Accountability pressure, academic standards, and educational triage. Educational Evaluation and Policy Analysis, 38(1), 127–147. https://doi.org/10.3102/0162373715598577
Ledesma, R. D., & Valero-Mora, P. (2007). Determining the number of factors to retain in EFA: An easy-to-use computer program for carrying out Parallel Analysis. Practical Assessment, Research, and Evaluation, 12(1), 2. https://doi.org/10.7275/wjnc-nm63
Lester, L., & Cross, D. (2015). The relationship between school climate and mental and emotional wellbeing over the transition from primary to secondary school. Psychology of Well-Being, 5(1), 9. https://doi.org/10.1186/s13612-015-0037-8
Littlecott, H. J., Moore, G. F., & Murphy, S. M. (2018). Student health and well-being in secondary schools: The role of school support staff alongside teaching staff. Pastoral Care in Education, 36(4), 297–312. https://doi.org/10.1080/02643944.2018.1528624
López, D. (2019). Jack Schneider, beyond test scores: A better way to measure school quality, Cambridge: Harvard University Press, 2017, 326 pp. Gestión y Política Pública, 28(2), 583–588. https://doi.org/10.29265/gypp.v28i2.633
Lumadi, R. I. (2019). Taming the tide of achievement gap by managing parental role in learner discipline. South African Journal of Education, 39(Supplement 1), S1–S10. https://doi.org/10.15700/saje.v39ns1a1707
Mayer, T., Geist, V., Pohl, V. S., Schwarz, J., & Koinzer, T. (2020). A parental school choice misery: Middle class parents’ dilemma in choosing a primary school in Berlin’s multi-ethnic neighborhoods. Journal of Pedagogy, 11(1), 35–57. https://doi.org/10.2478/jped-2020-0003
Ministry of Education and Culture. (2014). Press workshop: Implementasi kurikulum 2013. Ministry of Education and Culture of the Republic of Indonesia. https://www.kemdikbud.go.id/kemdikbud/dokumen/Paparan/Paparan Mendikbud pada Workshop Pers.pdf
Mithans, M. M., & Grmek, M. B. I. (2020). Relationships between student participation in the classroom and the classroom climate. Методички Видици, 11(11), 217–232. https://doi.org/10.19090/mv.2020.11.217-232
Molla, M. K. (2018). Emotional intelligence and academic achievement motivation among college students. International Journal of Humanities and Social Science Invention (IJHSSI), 7(10), 1–6. https://www.ijhssi.org/papers/vol7(10)/Version-1/A0710010105.pdf
Mundfrom, D. J., Shaw, D. G., & Ke, T. L. (2005). Minimum sample size recommendations for conducting factor analyses. International Journal of Testing, 5(2), 159–168. https://doi.org/10.1207/s15327574ijt0502_4
Muslim, A. B., Salim, H., & Setyarini, S. (2020). Indonesian parental perspectives of international school partnerships involving millennial learners. Journal of Research in International Education, 19(2), 106–119. https://doi.org/10.1177/1475240920954051
Pan, J., & Zaff, J. F. (2019). The measurement structure of school engagement among youth in China: An exploratory structural equation modeling study. Journal of Psychoeducational Assessment, 37(3), 280–292. https://doi.org/10.1177/0734282917733652
Pojednic, R., Peabody, S., Carson, S., Kennedy, M., Bevans, K., & Phillips, E. M. (2016). The effect of before school physical activity on child development: A study protocol to evaluate the Build Our Kids Success (BOKS) Program. Contemporary Clinical Trials, 49, 103–108. https://doi.org/10.1016/j.cct.2016.06.009
Rahmawati, D. (2019). Supporting students’ social-emotional learning in Indonesian primary schools [Master thesis, University of Jyväskylä, Jyväskylän yliopisto, Finlandia]. https://jyx.jyu.fi/handle/123456789/64613
Rahmawati, S. W. (2020). The role of the school climate to moderate an agreeableness personality trait on bullies. International Journal of Innovation, Creativity and Change, 12(5), 326–339. https://www.ijicc.net/images/vol12/iss5/12525_Rahmawati_2020_E_R.pdf
Rai, D., & Khanal, Y. K. (2017). Emotional intelligence and emotional maturity and their relationship with academic achievement of college students in Sikkim. International Journal of Education and Psychological Research (IJEPR), 6(2), 1–5. https://ijepr.org/panel/assets/papers/351ij1.pdf
Rinaldi, I., & Saroh, Y. (2017). The rise of national plus school in Indonesia - Education for parents and government. Lingua Didaktika: Jurnal Bahasa Dan Pembelajaran Bahasa, 10(2), 194–205. https://doi.org/10.24036/ld.v10i2.7322
Sakhiyya, Z. (2011). Interrogating identity: The international standard school in Indonesia. Pedagogy, Culture & Society, 19(3), 345–365. https://doi.org/10.1080/14681366.2011.607841
Santos, L. M. Dos. (2019). Bilingual English education: Expectation of parents who enroll their children in bilingual primary schools. International Journal of Instruction, 12(4), 747–766. https://doi.org/10.29333/iji.2019.12448a
Saputra, W. N. E., Supriyanto, A., Astuti, B., Ayriza, Y., & Adiputra, S. (2020). The effect of student perception of negative school climate on poor academic performance of students in Indonesia. International Journal of Learning, Teaching and Educational Research, 19(2), 279–291. https://doi.org/10.26803/ijlter.19.2.17
Scales, P. C., Van Boekel, M., Pekel, K., Syvertsen, A. K., & Roehlkepartain, E. C. (2020). Effects of developmental relationships with teachers on middle‐school students’ motivation and performance. Psychology in the Schools, 57(4), 646–677. https://doi.org/10.1002/pits.22350
Schneider, J., Jacobsen, R., White, R., & Gehlbach, H. (2017). Building a better measure of school quality. Phi Delta Kappan, 98(7), 43–48. https://doi.org/10.1177/0031721717702631
Shean, M., & Mander, D. (2020). Building emotional safety for students in school environments: Challenges and opportunities. In Health and Education Interdependence (pp. 225–248). Springer Singapore. https://doi.org/10.1007/978-981-15-3959-6_12
Shimauchi, S. (2018). English-medium instruction in the internationalization of higher education in Japan: Rationales and issues. Educational Studies in Japan, 12, 77–90. https://doi.org/10.7571/esjkyoiku.12.77
Sihotang, H., & Datrix, S. (2018). Character education in schools implementing national curriculum and international baccalaureate. TERAPUTIK: Jurnal Bimbingan Dan Konseling, 1(3), 192–201. https://doi.org/10.26539/1387
Syahril, S., & Hadiyanto, H. (2018). Improving school climate for better quality educational management. Journal of Educational and Learning Studies, 1(1), 16–22. https://doi.org/10.32698/0182
Tedesco, J. C., Opertti, R., & Amadio, M. (2014). The curriculum debate: Why it is important today. PROSPECTS, 44(4), 527–546. https://doi.org/10.1007/s11125-014-9326-x
Temprano, J. P., Eichholtz, P., Willeboordse, M., & Kok, N. (2020). Indoor environmental quality and learning outcomes: Protocol on large-scale sensor deployment in schools. BMJ Open, 10(3), 1–10. https://doi.org/10.1136/bmjopen-2019-031233
Triana, R., Keliat, B. A., Wardani, I. Y., Sulistiowati, N. M. D., & Veronika, M. A. (2019). Understanding the protective factors (self-esteem, family relationships, social support) and adolescents’ mental health in Jakarta. Enfermería Clínica, 29, 629–633. https://doi.org/10.1016/j.enfcli.2019.04.096
Weissberg, R. P., Durlak, J. A., Domitrovich, C. E., & Gullotta, T. P. (2015). Social and emotional learning: Past, present, and future. In J. A. Durlak, C. E. Domitrovich, R. P. Weissberg, & T. P. Gullotta (Eds.), Handbook of social and emotional learning: Research and practice (pp. 3–19). The Guilford Press.
West, M. R. (2016). Should non-cognitive skills be included in school accountability systems? Preliminary evidence from California’s CORE districts. Brookings. https://www.brookings.edu/research/should-non-cognitive-skills-be-included-in-school-accountability-systems-preliminary-evidence-from-californias-core-districts/
Williams, B., Onsman, A., & Brown, T. (2010). Exploratory factor analysis: A five-step guide for novices. Australasian Journal of Paramedicine, 8(3), 1–13. https://doi.org/10.33151/ajp.8.3.93
Zhang, Z. (2018). English-medium instruction policies in China: Internationalisation of higher education. Journal of Multilingual and Multicultural Development, 39(6), 542–555. https://doi.org/10.1080/01434632.2017.1404070
DOI: https://doi.org/10.21831/cp.v40i3.41842
Refbacks
- There are currently no refbacks.
Social Media:
Jurnal Cakrawala Pendidikan by Lembaga Pengembangan dan Penjaminan Mutu Pendidikan UNY is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.
Based on a work at https://journal.uny.ac.id/index.php/cp/index.