Submitted Successfully!
To reward your contribution, here is a gift for you: A free trial for our video production service.
Thank you for your contribution! You can also upload a video entry or images related to this topic.
Version Summary Created by Modification Content Size Created at Operation
1 -- 1283 2022-12-22 12:22:25 |
2 layout Meta information modification 1283 2022-12-22 14:33:47 |

Video Upload Options

We provide professional Video Production Services to translate complex research into visually appealing presentations. Would you like to try it?

Confirm

Are you sure to Delete?
Cite
If you have any further questions, please contact Encyclopedia Editorial Office.
Wijaya, T.T.;  Rahmadi, I.F.;  Chotimah, S.;  Jailani, J.;  Wutsqa, D.U. Factors That Affect Secondary School Mathematics Achievement in Indonesia. Encyclopedia. Available online: https://encyclopedia.pub/entry/39089 (accessed on 16 November 2024).
Wijaya TT,  Rahmadi IF,  Chotimah S,  Jailani J,  Wutsqa DU. Factors That Affect Secondary School Mathematics Achievement in Indonesia. Encyclopedia. Available at: https://encyclopedia.pub/entry/39089. Accessed November 16, 2024.
Wijaya, Tommy Tanu, Imam Fitri Rahmadi, Siti Chotimah, Jailani Jailani, Dhoriva Urwatul Wutsqa. "Factors That Affect Secondary School Mathematics Achievement in Indonesia" Encyclopedia, https://encyclopedia.pub/entry/39089 (accessed November 16, 2024).
Wijaya, T.T.,  Rahmadi, I.F.,  Chotimah, S.,  Jailani, J., & Wutsqa, D.U. (2022, December 22). Factors That Affect Secondary School Mathematics Achievement in Indonesia. In Encyclopedia. https://encyclopedia.pub/entry/39089
Wijaya, Tommy Tanu, et al. "Factors That Affect Secondary School Mathematics Achievement in Indonesia." Encyclopedia. Web. 22 December, 2022.
Factors That Affect Secondary School Mathematics Achievement in Indonesia
Edit

Students’ achievement is defined by the extent to which predetermined learning goals are obtained, and it is usually measured through test scores and ongoing assessments.

student stress mathematics performance learning interest

1. Introduction

Students’ achievement is defined by the extent to which predetermined learning goals are obtained, and it is usually measured through test scores and ongoing assessments [1]. Several preliminary studies used the Grade Point Average (GPA) to analyze students’ academic achievements [2][3], while this research interpreted it as an indicator of the knowledge and understanding level of the mathematics material. It is a complex score influenced by learning media, environment, teaching methods, parental support, and personal factors [4][5]. The learning approach teachers use toward mathematics achievement has also been explored [6][7], along with the relationship between parenting style and students’ achievement [8][9]. Most studies only used a simple linear relationship to analyze its effect on students’ achievement [10][11]. Meanwhile, this research developed a new model from a psychological perspective to analyze factors strongly related to students’ mathematics achievements by adding predictors of well-being and stress levels.
Psychological factors that influence students’ mathematics achievements emotionally and academically are supported from parents and teachers. These factors definitely affect their well-being [12][13], interest in learning [14][15], and mathematics achievement [16]. The way teachers and parents support the students is a psychological construct that represents their standard strategies for teaching children [17][18]. This support is a phenomenon that is recognized and analyzed professionally to determine its effect on the students’ positive and negative behavior, subjective well-being, and learning achievement. Unfortunately, parents and teachers in Indonesia are unaware of the importance of providing academic assistance to students [19][20], hence, the majority depend more on learning models [21][22].
Mathematics mastery, inseparable from everyday activities, plays an essential role in human life [23]. However, its achievements in Indonesia are still far from expectations, as Indonesia is ranked 63 out of 70 countries according to the 2015 PISA [24]. The situation is even more worrying when students are afraid of this subject with the idea that it is difficult [25]. Therefore, the Indonesian government implemented numerous strategies to increase students’ interest in learning mathematics and acquire more achievements [22][26]. These include increasing technology-based learning media and teachers training to improve pedagogical and technological skills [27][28]. A few program extension plans have also been implemented to encourage teachers and parents to provide emotional and academic support [29][30].

2. Teacher-Parent Support Model

Empirical studies have examined the relationship between teacher and parent support and student well-being. According to preliminary studies, teacher and parent support have numerous benefits that significantly affect student achievement and emotions [29][31][32]. Meanwhile, limited studies have combined their support regarding student stress, interest in learning, and achievement. This research showed that regardless of where the support comes from, it will always positively affect overall student well-being. However, a model is needed to determine students’ well-being, interest in learning, and achievement at the secondary school level.

3. Teachers’ Academic and Emotional Support

Several existing studies show that teachers’ support for students has a high relationship with psychological well-being. Ma et al. also stated that teachers’ support can foster student academic achievement and enjoyment [33]. Abdullah et al. reported that during the pandemic, teachers’ emotional and academic supports have a significant determination on the learning performances of undergraduate students [18]. Therefore, it can be concluded that teachers’ academic support also plays an important role in student emotions. Most students in Indonesia stay at school from 7 a.m. to 5 p.m., where they are accompanied and supported by teachers. Therefore, implementing the role of teachers as mentors to assist students academically and emotionally through fair treatment and provision of rewards helps to increase their well-being and reduce stress. It is important to investigate the novel relationship between teachers’ academic and emotional support of whether or not determine mathematics learning achievements.

4. Parents’ Support

Studies on parents’ support generally analyze the relationship between parents and students’ psychological well-being [34][35]. A study by Geng et al. (2022) and Yuill and Martin (2016) found that parental support, directly and indirectly, affects students’ physical health. Mata [29][36] stated that parental support for students at K-9 levels significantly affected their motivation and achievement. The interview results with low-socioeconomic-status children illustrated that support from parents is essential [8]. In detail, students’ physical changes can be explained by the amount of support provided by the parents. This implies that physical complaints increase in children who lack parental support and vice versa. On the other hand, students who lack parental support from childhood experience health problems and depression as they approach adulthood [37][38]. Similarly, several studies have been conducted on parental support and its relationship to students’ problems, perceived stress, well-being, achievement, and burnout [17].
In the context of this research, most Indonesian parents work hard to earn money, thereby leaving their children with their grandparents, older siblings, or teachers. These circumstances make parents unable to understand what children feel and need. Therefore, whether parent support has a direct effect on improving students’ well-being, decreasing stress, and increasing interest in learning mathematics and achievement needs to be examined.

5. Stress and Well-Being and Mathematics Learning

There is increased stress for secondary school students in Indonesia due to demands from parents, schools, and teachers and achieving the best results. Moreover, students’ difficulty in carrying out school assignments, exams, task deadlines, and others, also cause stress [39][40]. Stress is the body’s response to environmental pressures or demands that can have positive or negative effects on a person (Bajaj et al., 2022; Choi Young-Jun and Hyosung, 2021) [41][42]. Some external factors of demand are friends, situations, learning environment, and people around students [18][43]. Stress is a natural feeling that helps individuals to deal with problems or challenges. Thoughts, motivations, and goals are internal factors. As a result of stress, a person responds physiologically and psychologically to various demands [44].
Most parents in Indonesia expect their children to have good mathematics achievements, while few assist. Several studies show that the higher the level of stress experienced by a person, the lower their achievement and well-being [45][46].

6. Interest in Learning Mathematics

Interest in learning plays a vital role in mathematics teaching activities [47][48]. When people feel pressured to do something, such as in the context of students learning and doing exercises to develop their mathematical knowledge, their interest increases. Interest is divided into two senses, namely situational and individual [14]. Situational interest is an affectionate response caused by environmental stimuli, such as technology-based learning media unfamiliar to students, and does not last long [49]. Individual interest arises from one’s perception and knowledge of content, which extends the response rate. Several factors have a relationship with students’ interest in learning mathematics. The first is confidence, which is the most important factor, where students should believe that the effort made is capable of improving their mathematical abilities [50][51]. The second is depression, which is a major cause of a lack of interest in learning [52][53]. The third is fear of failure, which is ineffective and causes irregularity in learning and working. The last is an unsupportive environment and a lack of facilities, which prevents students from learning efficiently. It can be concluded that many factors affect students’ interest when learning mathematics. Therefore, an empirical study is needed to prove these potential factors.
According to preliminary studies, the level of interest affects students’ learning motivation [15][54], self-efficacy [55], self-regulation, and overall outcomes [56][57]. Students need to learn and analyze the relationship between stress and teacher and parent support, especially in mathematics. This research also analyzes how interest in learning mathematics as a mediator affects students’ mathematics achievement.
The research model was constructed based on the literature research shown in Figure 1. It comprises three dependent variables, namely, parents and teachers’ academic and teachers’ emotional support. These three variables directly influence students’ well-being, interest in learning, stress, and mathematics achievement. The independent variable is students’ mathematics achievement.
Figure 1. Initial hypotheses that are expected to affect students’ mathematics achievement.

References

  1. Hanham, J.; Lee, C.B.; Teo, T. The influence of technology acceptance, academic self-efficacy, and gender on academic achievement through online tutoring. Comput. Educ. 2021, 172, 104252.
  2. Bai, C.-E.; Chi, W.; Qian, X. Do college entrance examination scores predict undergraduate GPAs? A tale of two universities. China Econ. Rev. 2014, 30, 632–647.
  3. Aljadani, A.H.; Alsolami, A.; Almehmadi, S.; Alhuwaydi, A.; Fathuldeen, A. Epidemiology of Burnout and Its Association with Academic Performance Among Medical Students at Hail University, Saudi Arabia. Sultan Qaboos Univ. Med. J. 2021, 21, e231–e236.
  4. Boateng, A.A.; Essel, H.B.; Vlachopoulos, D.; Johnson, E.E.; Okpattah, V. Flipping the Classroom in Senior High School Textile Education to Enhance Students’ Learning Achievement and Self-Efficacy. Educ. Sci. 2022, 12, 131.
  5. Kul, Ü.; Çelik, S.; Aksu, Z. The Impact of Educational Material Use on Mathematics Achievement: A Meta-Analysis. Int. J. Instr. 2018, 11, 303–324.
  6. Gunawan, G.; Kosim, K.; Lestari, P.A.S. Instructional Materials for Discovery Learning with Cognitive Conflict Approach to Improve Vocational Students’ Achievement. Int. J. Instr. 2020, 13, 433–444.
  7. Huang, T.-H.; Liu, F.; Chen, L.-C.; Tsai, C.-C. The acceptance and impact of Google Classroom integrating into a clinical pathology course for nursing students: A technology acceptance model approach. PLoS ONE 2021, 16, e0247819.
  8. Ramirez, L.; Machida, S.K.; Kline, L.; Huang, L. Low-Income Hispanic and Latino High School Students’ Perceptions of Parent and Peer Academic Support. Contemp. Sch. Psychol. 2014, 18, 214–221.
  9. Eutsler, L. Parents’ mobile technology adoption influences on elementary children’s use. Int. J. Inf. Learn. Technol. 2018, 35, 29–42.
  10. Dityawati, M.S.; Wuryadi. The Influence of Learning Motivation, Ability of Teachers to Teach, Parental Attention and Learning Facilities in Understanding Material of Regulatory System in Senior High School. J. Phys. Conf. Ser. 2019, 1233, 012003.
  11. Zhu, J.; Mok, M.M.C. Predicting primary students’ self-regulated learning by their prior achievement, interest, personal best goal orientation and teacher feedback. Educ. Psychol. 2018, 38, 1106–1128.
  12. Sabouripour, F.; Roslan, S.; Ghiami, Z.; Memon, M.A. Mediating Role of Self-Efficacy in the Relationship Between Optimism, Psychological Well-Being, and Resilience Among Iranian Students. Front. Psychol. 2021, 12, 675645.
  13. Gustems-Carnicer, J.; Calderon, C.; Batalla-Flores, A.; Esteban-Bara, F. Role of Coping Responses in the Relationship Between Perceived Stress and Psychological Well-Being in a Sample of Spanish Educational Teacher Students. Psychol. Rep. 2019, 122, 380–397.
  14. Mills, R.; Tomas, L.; Whiteford, C.; Lewthwaite, B. Developing Middle School Students’ Interest in Learning Science and Geology Through Slowmation. Res. Sci. Educ. 2020, 50, 1501–1520.
  15. O’Grady, G.; Yew, E.H.J.; Goh, K.P.L.; Schmidt, H.G. Problem-based Learning and Student Motivation: The Role of Interest in Learning and Achievement. In One-Day, One-Problem: An Approach to Problem-Based Learning; Springer: Singapore, 2014; pp. 1–298.
  16. Hall, S.S.; McGill, R.M.; Puttick, S.; Maltby, J. Resilience, science, technology, engineering, and mathematics (STEM), and anger: A linguistic inquiry into the psychological processes associated with resilience in secondary school STEM learning. Br. J. Educ. Psychol. 2022, 92, 1215–1238.
  17. Allen, D.; Fraser, B.J. Parent and student perceptions of classroom learning environment and its association with student outcomes. Learn. Environ. Res. 2007, 10, 67–82.
  18. Abdullah, N.A.; Shamsi, N.A.; Jenatabadi, H.S.; Ng, B.-K.; Mentri, K.A.C. Factors Affecting Undergraduates’ Academic Performance during COVID-19: Fear, Stress and Teacher-Parents’ Support. Sustainability 2022, 14, 7694.
  19. Syamsudduha, S.; Ginanto, D. Parental Involvement in Indonesia: A study on two Public Schools in Makassar. In Advances in Social Science, Education and Humanities Research; Atlantis Press: Amsterdam, The Netherlands, 2017; Volume 66.
  20. Yulianti, K.; Denessen, E.; Droop, M. Indonesian Parents’ Involvement in Their Children’s Education: A Study in Elementary Schools in Urban and Rural Java, Indonesia. Sch. Community J. 2019, 29, 253–278. Available online: http://www.schoolcommunitynetwork.org/SCJ.aspx (accessed on 2 October 2022).
  21. Tang, J.; Wijaya, T.T.; Weinhandl, R.; Houghton, T.; Lavicza, Z.; Habibi, A. Effects of Micro-Lectures on Junior High School Students’ Achievements and Learning Satisfaction in Mathematics Lessons. Mathematics 2022, 10, 2973.
  22. Wijaya, T.T.; Jiang, P.; Mailizar, M.; Habibi, A. Predicting Factors Influencing Preservice Teachers’ Behavior Intention in the Implementation of STEM Education Using Partial Least Squares Approach. Sustainability 2022, 14, 9925.
  23. Wijaya, T.T.; Ying, Z.; Purnama, A. Using Hawgent Dynamic Mathematic Software in Teaching Trigonometry. Int. J. Emerg. Technol. Learn. 2020, 15, 215–222.
  24. OECD. PISA 2015 Assessment and Analytical Framework: Science, Reading, Mathematics, Financial Literacy and Collaborative Problem Solving Paris; OECD Publishing, 2017. Available online: https://doi.org/10.1787/9789264281820-en (accessed on 3 October 2022).
  25. Pereira, J.; Jianlan, T.; Wijaya, T.T.; Purnama, A.; Hermita, N.; Tamur, M. Using Hawgent Mathematics Software to Help Primary School Students to Read Clocks. J. Phys. Conf. Ser. 2021, 2049, 012049.
  26. Rahmadi, I.F.; Lavicza, Z.; Kocadere, S.A.; Padmi, R.S.; Houghton, T. User-generated microgames for facilitating learning in various scenarios: Perspectives and preferences for elementary school teachers. Interact. Learn. Environ. 2021, 1–13.
  27. Wijaya, T.T.; Ying, Z.; Chotimah, S.; Bernard, M.; Zulfah. Astuti Hawgent dynamic mathematic software as mathematics learning media for teaching quadratic functions. J. Phys. Conf. Ser. 2020, 1592, 012079.
  28. Wijaya, T.T.; Cao, Y.; Weinhandl, R.; Tamur, M. A meta-analysis of the effects of E-books on students’ mathematics achievement. Heliyon 2022, 8, e09432.
  29. Mata, L.; Pedro, I.; Peixoto, F.J. Parental support, student motivational orientation and achievement: The impact of emotions. Int. J. Emot. Educ. 2018, 10, 77–92.
  30. Khan, R.M.; Bushra, M.; Chohan, I. Impact of Parental Support on the Academic Performance and Self Concept of the Student. J. Res. Reflect. 2010, 4, 14–26. Available online: http://www.ue.edu.pk/jrre (accessed on 3 October 2022).
  31. Geng, Y.; Fei, W.; Tang, Z.; Wang, S.; Yu, J.; Zhang, M.; Zhang, T. Parental care and depressive symptoms among Chinese medical students: Roles of empathy and gender. BMC Med. Educ. 2022, 22, 451.
  32. Ata-Aktürk, A.; Demircan, H. Supporting Preschool Children’s STEM Learning with Parent-Involved Early Engineering Education. Day Care Early Educ. 2021, 49, 607–621.
  33. Ma, L.; Luo, H.; Xiao, L. Perceived teacher support, self-concept, enjoyment and achievement in reading: A multilevel mediation model based on PISA 2018. Learn. Individ. Differ. 2021, 85, 101947.
  34. Hidayah, N.H.; Pali, M.; Ramli, M.; Hanurawan, F. Students’ Well-Being Assessment at School. J. Educ. Health Community Psychol. 2016, 5, 62–71.
  35. Proctor, C.; Linley, P.A. Research, Applications, and Interventions for Children and Adolescents: A Positive Psychology Perspective; Springer: Dordrecht, The Netherlands, 2013; pp. 1–286.
  36. Yuill, N.; Martin, A.F. Curling Up with a Good E-Book: Mother-Child Shared Story Reading on Screen or Paper Affects Embodied Interaction and Warmth. Front. Psychol. 2016, 7, 1951.
  37. Cheng, Y.; Zhang, X.M.; Ye, S.Y.; Jin, H.M.; Yang, X.H. Suicide in Chinese Graduate Students: A Review From 2000 to 2019. Front. Psychiatry 2020, 11, 579745.
  38. Zhao, Y.; Hong, J.S.; Zhao, Y.; Yang, D. Parent–Child, Teacher–Student, and Classmate Relationships and Bullying Victimization Among Adolescents in China: Implications for School Mental Health. Sch. Ment. Health 2021, 13, 644–654.
  39. LoCastro, V. The English in Japanese university entrance examinations: A sociocultural analysis. World Engl. 1990, 9, 343–354.
  40. Prahmana, R.C.I.; Sutanti, T.; Diponegoro, A.M. Mathematics anxiety and the influencing factors among junior high school students in yogyakarta, Indonesia. Croat. J. Educ. 2021, 23, 343–369.
  41. Bajaj, B.; Khoury, B.; Sengupta, S. Resilience and Stress as Mediators in the Relationship of Mindfulness and Happiness. Front. Psychol. 2022, 13, 771263.
  42. Choi, Y.-J.; Hyosung, L. Structural Relationships among the Academic Stress, Stress Coping, Academic Self-Efficacy and Academic Burnout in Student-athletes. Sport Sci. 2021, 39, 157–164.
  43. Salanova, M.; Schaufeli, W.; Martinez, I.M.M.; Breso, E. How obstacles and facilitators predict academic performance: The mediating role of study burnout and engagement. Anxiety Stress. Coping 2010, 23, 53–70.
  44. Zárate-Santana, Z.-J.; Patino-Alonso, M.-C.; Sánchez-García, A.-B.; Galindo-Villardón, P. Learning Approaches and Coping with Academic Stress for Sustainability Teaching: Connections through Canonical Correspondence Analysis. Sustainability 2021, 13, 852.
  45. Vallejo-Martin, M.; Valle, J.A.; Angulo, J.J.P. Perceived stress in university students: The influence of academic burnout and engagement. IJERI Int. J. Educ. Res. Innov. 2018, 9, 220–236.
  46. Selian, S.N.; Hutagalung, F.D.; Rosli, N.A. Academic Stress, Coping and Social Cultural Adaptation of Psychological Well Being among Indonesian Postgraduate Students. Pertanika J. Soc. Sci. Humanit. 2020, 28, 2505–2527.
  47. Wijaya, T.T.; Tang, J.; Li, L.; Purnama, A. Implementing Dynamic Mathematics Software in Calculus II for Engineering Students: Quadratic Surfaces. In Software Engineering and Algorithms; Springer: Cham, Switzerland, 2021; Volume 230, pp. 480–491.
  48. Garneli, V.; Sotides, C.; Patiniotis, K.; Deliyannis, I.; Chorianopoulos, K. Designing a 2D Platform Game with Mathematics Curriculum. In Games and Learning Alliance, Proceedings of the 8th International Conference on Games and Learning Alliance (GALA), Athens, Greece, 27–29 November 2019; Springer: Cham, Switzerland, 2019; Volume 11899, pp. 42–51.
  49. Rotgans, J.I.; Schmidt, H.G. Situational interest and academic achievement in the active-learning classroom. Learn. Instr. 2011, 21, 58–67.
  50. Fadda, D.; Pellegrini, M.; Vivanet, G.; Callegher, C.Z. Effects of digital games on student motivation in mathematics: A meta-analysis in K-12. J. Comput. Assist. Learn. 2021, 38, 304–325.
  51. Kastner-Hauler, O.; Tengler, K.; Sabitzer, B.; Lavicza, Z. Combined Effects of Block-Based Programming and Physical Computing on Primary Students’ Computational Thinking Skills. Front. Psychol. 2022, 13, 875382.
  52. Cage, E.; McManemy, E. Burnt Out and Dropping Out: A Comparison of the Experiences of Autistic and Non-autistic Students During the COVID-19 Pandemic. Front. Psychol. 2022, 12, 792945.
  53. Steiner-Hofbauer, V.; Holzinger, A. How to Cope with the Challenges of Medical Education? Stress, Depression, and Coping in Undergraduate Medical Students. Acad. Psychiatry 2020, 44, 380–387.
  54. Lin, Y.-L.; Huang, S.W.; Chang, C.-C. The impacts of a marine science board game on motivation, interest, and achievement in marine science learning. J. Balt. Sci. Educ. 2019, 18, 907–923.
  55. Gopal, K.; Salim, N.R.; Ayub, A.F.M. Influence of self-efficacy and attitudes towards statistics on undergraduates’ statistics engagement in a Malaysian public university. J. Phys. Conf. Ser. 2018, 1132, 012042.
  56. Shi, Y.; Zhang, J.; Yang, H.; Yang, H.H. Effects of Interactive Whiteboard-based Instruction on Students’ Cognitive Learning Outcomes: A Meta-Analysis. Interact. Learn. Environ. 2021, 29, 283–300.
  57. Huang, Y.-M.; Liang, T.-H.; Chiu, C.-H. Gender differences in the reading of e-books: Investigating children’s attitudes, reading behaviors and outcomes. Educ. Technol. Soc. 2013, 16, 97–110. Available online: https://www.scopus.com/inward/record.uri?eid=2-s2.0-84890092539&partnerID=40&md5=b751b0c69e7b998599ce5061411fb420 (accessed on 4 October 2022).
More
Information
Contributors MDPI registered users' name will be linked to their SciProfiles pages. To register with us, please refer to https://encyclopedia.pub/register : , , , ,
View Times: 624
Revisions: 2 times (View History)
Update Date: 29 Dec 2022
1000/1000
ScholarVision Creations