Learning achievement of extroverted students in algebraic operations by tutorial learning: A single subject research

Sri Adi WIDODO, Desi Diana Sari, Samsul Maarif, Dafid S Setiana, Krisna S Perbowo


The purpose of this study is to improve the learning achievement of extroverted students on algebraic operations using the tutorial method. This type of research is a single subject with AB design. The research subjects were selected based on a purposive sampling technique with the help of KTS in selecting extrovert subjects. Data collection techniques using observation and test methods. Observation is used to observe and record all behavior of extrovert subjects during the study. The tests in this study were KTS and learning achievement tests. KTS is used to determine subjects with an extroverted temperament while learning achievement tests are used to determine the ability of extrovert students to solve algebraic operation questions at the junior high school level. The results showed that the tutorial method had a positive effect on extrovert student learning achievement in algebraic operation material. This can be seen from the results of the analysis in conditions and between conditions which show that the intervention condition has a better tendency when compared to the baseline condition to the intervention. Besides that, the mean level obtained at the baseline is 50 and increases in the intervention condition with a mean level of 88.5.


Extroverted; Tutorial Learning; Achievement; Single Subject Research


O. O. Jethro, A. M. Grace, and A. K. Thomas, “E-Learning and Its Effects on Teaching and Learning in a Global Age,” Int. J. Acad. Res. Bus. Soc. Sci., vol. 2, no. 1, p. 203, 2012.

C. M. Zubainur, A. Veloo, and R. Khalid, “The effect of using Indonesian realistic mathematics education (PMRI) approach on the mathematics achievement amongst primary school students,” in AIP Conference Proceedings, 2015, doi: 10.1063/1.4915710.

M. Ratrisna and A. Taram, “Student Learning Activities Using Realistic Mathematics Education (RME),” MUST J. Math. Educ. Sci. Technol., vol. 3, no. 1, pp. 7–11, 2018, doi: 10.30651/must.v3i1.1018.

J. Roschelle et al., “Scaffolding group explanation and feedback with handheld technology: Impact on students’ mathematics learning,” Educ. Technol. Res. Dev., vol. 58, no. 4, pp. 399–419, 2010, doi: 10.1007/s11423-009-9142-9.

M. Vandecandelaere, S. Speybroeck, G. Vanlaar, B. De Fraine, and J. Van Damme, “Learning environment and students’ mathematics attitude,” Stud. Educ. Eval., vol. 36, no. 3–4, pp. 107–120, 2012, doi: 10.1016/j.stueduc.2012.09.001.

N. Priatna, S. A. Lorenzia, and S. A. Widodo, “STEM education at junior high school mathematics course for improving the mathematical critical thinking skills,” J. Educ. Gift. Young Sci., vol. 8, no. 3, pp. 1173–1184, 2020, doi: 10.17478/JEGYS.728209.

J. Dunlosky, K. A. Rawson, E. J. Marsh, M. J. Nathan, and D. T. Willingham, “Improving students’ learning with effective learning techniques: Promising directions from cognitive and educational psychology,” Psychol. Sci. Public Interes., vol. 14, no. 1, pp. 4–58, 2013, doi: 10.1177/1529100612453266.

A. L. Son, Darhim, and S. Fatimah, “An analysis to student error of algebraic problem solving based on polya and newman theory,” J. Phys., vol. 1315, no. 1, 2019.

Trisniawati, M. Titi Muanifah, N. Rhosyida, S. Adi Widodo, and M. Ardiyaningrum, “Exploration towards attitude of students in elementary school teacher education in mathematics learning,” J. Phys. Conf. Ser., vol. 1315, no. 2, 2019, doi: 10.1088/1742-6596/1315/1/012033.

Wawan, E. F. Ningsih, S. A. Widodo, Leonard, R. M. Sary, and E. Retnowati, “The Cognitive Load of Learners in the Learning Process of the Rotating Object Volume,” J. Phys. Conf. Ser., vol. 1315, no. 1, 2019, doi: 10.1088/1742-6596/1315/1/012046.

S. C. Choy and P. K. Cheah, “Teacher Perceptions of Critical Thinking Among Students and its Influence on Higher Education,” Int. J. Teach. Learn. High. Educ., vol. 20, no. 2, pp. 198–206, 2009.

Y. Wang and V. Chiew, “On the cognitive process of human problem solving,” Cogn. Syst. Res., vol. 11, no. 1, pp. 81–92, 2010, doi: 10.1016/j.cogsys.2008.08.003.

S. A. Widodo and Turmudi, “Guardian Student Thinking Process in Resolving Issues Divergence,” J. Educ. Learn., vol. 11, no. 4, pp. 431–437, 2017, doi: 10.11591/edulearn.v11i4.5639.

S. A. Widodo, T. Turmudi, and J. A. Dahlan, “An Error Students In Mathematical Problems Solves Based On Cognitive Development,” Int. J. Sci. Technol. Res., vol. 8, no. 07, pp. 433–439, 2019.

A. E. Bozdoğan, “Determination of Turkish Prospective Teachers’ Past Field Trip Experiences and Examination of Their Self-Efficacy Beliefs in Planning and Organising Educational Field Trips Regarding Various Variables,” Particip. Educ. Res., vol. 5, no. 2, pp. 1–17, 2018, doi: 10.17275/per.

E. Toprakci, “Obstacles at integration of schools into information and communication technologies by taking into consideration the opinions of the teachers and principals of,” J. Instr. Sci. Technol., vol. 9, no. 1, pp. 1–16, 2006.

N. Tournaki and D. M. Podell, “The impact of student characteristics and teacher efficacy on teachers’ predictions of student success,” Teach. Teach. Educ., vol. 21, no. 3, pp. 299–314, 2005, doi: 10.1016/j.tate.2005.01.003.

D. G. Imig and S. R. Imig, “What do beginning teachers need to know?: An essay,” J. Teach. Educ., vol. 57, no. 3, pp. 286–291, 2006, doi: 10.1177/0022487105285964.

D. L. Ball and F. M. Forzani, “Building a Common Core for Learning to Teach And Connecting Professional Learning to Practice,” Am. Educ., vol. 35, no. 2, pp. 17–39, 2011.

D. P. Diaz and R. B. Cartnal, “Students’ Learning Styles in Two Classes: Online Distance Learning and Equivalent On-Campus,” Coll. Teach., vol. 47, no. 4, pp. 130–135, 1999, doi: 10.1080/87567559909595802.

S. M. Özdemir, “Implementation of the lesson study as a tool to improve students’ learning and professional development of teachers,” Particip. Educ. Res., vol. 6, no. 1, pp. 36–53, 2019, doi: 10.17275/per.

D. Supramono, Y. M. Devina, and D. Tristantini, “Effect of heating rate of torrefaction of sugarcane bagasse on its physical characteristics,” Int. J. Technol., vol. 6, no. 7, pp. 1084–1093, 2015, doi: 10.14716/ijtech.v6i7.1771.

S. A. Widodo et al., “Process of algebra problem-solving in formal student,” J. Phys. Conf. Ser., vol. 1657, no. 1, 2020, doi: 10.1088/1742-6596/1657/1/012092.

L. M. Goldstein, “Questions and answers about teacher written commentary and student revision: Teachers and students working together,” J. Second Lang. Writ., vol. 13, no. 1, pp. 63–80, 2004, doi: 10.1016/j.jslw.2004.04.006.

S. A. Widodo, J. A. Dahlan, and Turmudi, “Can Sociomathematical Norms Be Developed With Learning Media?,” J. Phys. Conf. Ser., vol. 1315, no. 1, 2019, doi: 10.1088/1742-6596/1315/1/012005.

S. A. Widodo, J. A. Dahlan, E. Harini, and F. Sulistyowati, “Confirmatory factor analysis sosiomathematics norm among junior high school student,” Int. J. Eval. Res. Educ., vol. 9, no. 2, pp. 448–455, 2020, doi: 10.11591/ijere.v9i2.20445.

C. Fisher, D. Berliner, N. Filby, R. Marliave, L. Cahen, and M. Dishaw, “Teaching behaviors, academic learning time, and student achievement: An overview,” J. Classr. Interact., vol. 50, no. 1, pp. 6–24, 2015.

Seahorses, “An Introduction To The Myers-Briggs Type Indicators To Define Personality Type.” pp. 1–8, 2011.

P. E. Langford, Vygotsky ’s: Developmental and Educational Psychology. New York: Psychology Press, 2005.

P. Akhavan, M. Dehghani, A. Rajabpour, and A. Pezeshkan, “An investigation of the effect of extroverted and introverted personalities on knowledge acquisition techniques,” VINE J. Inf. Knowl. Manag. Syst., vol. 46, no. 2, pp. 194–206, 2016, doi: 10.1108/VJIKMS-06-2014-0043.

N. Qomariyah, “Profil Pemahaman Siswa SMA Dalam Memecahkan Masalah Persamaan Kuadrat Ditinjau Dari Perbedaan Kepribadian Extrovert Dan Introvert.,” APOTEMA J. Progr. Stud. Pendidik. Mat., vol. 2, no. 1, pp. 87–85, 2016, doi: 10.31597/ja.v2i1.135.

S. A. Widodo, E. R. Cahyani, and I. Istiqomah, “Single Subject Research : Learning Algebra Operations in Introverted Students,” Form. J. Ilm. Pendidik. MIPA, vol. 10, no. 2, pp. 133–142, 2020.

M. A. S. M. Arip, N. H. Mohammad, N. H. Ibrahim, and N. S. Husin, “Validity and Reliability Development of Extrovert and Introvert Personality Inventory among University Students,” Int. J. Acad. Res. Bus. Soc. Sci., vol. 7, no. 9, 2017, doi: 10.6007/ijarbss/v7-i9/3340.

S. J. So, H. J. Lee, S. G. Kang, C. H. Cho, H. K. Yoon, and L. Kim, “A comparison of personality characteristics and psychiatric symptomatology between upper airway resistance syndrome and obstructive sleep apnea syndrome,” Psychiatry Investig., vol. 12, no. 2, p. 183, 2015, doi: 10.4306/pi.2015.12.2.183.

T. Samuel-Azran and G. Ravid, “Can blogging increase extroverts’ satisfaction in the classroom? Lessons from multiple case studies,” Interact. Learn. Environ., vol. 26, no. 6, pp. 1097–1108, 2016, doi: 10.1080/10494820.2014.961483.

Y. Nurianfar, A. A. Far, and H. Gowhary, “An Investigation of Reading Strategies used by Extrovert and Introvert Intermediate Students in Ilam Province, Iran,” J. Nov. Appl. Sci., vol. 8, no. 10, pp. 1765–1775, 2014.

M. Roudgarsaffari, “The Study of Reading Strategies by Extrovert and Introvert Intermediate Efl Learners in Chalous City, Iran,” Mod. J. Lang. Teach. Methods, vol. 5, no. 1, p. 283, 2015.

F. Hsain and A. Suliman, “The Role of Extrovert and Introvert Personality in Second Language Acquisition,” IOSR J. Humanit. Soc. Sci., vol. 20, pp. 109–114, 2014.

G. J. Feist, “Predicting interest in and attitudes toward science from personality and need for cognition,” Pers. Individ. Dif., vol. 52, no. 7, pp. 771–775, 2012, doi: 10.1016/j.paid.2012.01.005.

J. Lee and Y. Lee, “Personality Types and Learners’ Interaction in Web-Based Threaded Discussion,” Q. Rev. Distance Educ., vol. 7, no. 1, 2006.

C. Hendrick and S. R. Brown, “Introversion, extraversion, and interpersonal attraction,” J. Pers. Soc. Psychol., vol. 20, no. 1, pp. 31–36, 1971, doi: 10.1037/h0031699.

S. S. Nazneen, “A comparative study on the level of addiction of social networking among introvert and extrovert personality type students,” Int. J. Reflective Res. Soc. Sci., vol. 2, no. 1, pp. 71–73, 2019.

N. Sadeghi, Z. M. Kasim, B. H. Tan, and F. S. Abdullah, “Learning styles, personality types and reading comprehension performance,” English Lang. Teach., vol. 5, no. 4, pp. 116–123, 2012, doi: 10.5539/elt.v5n4p116.

A. Al-Dujaily, J. Kim, and H. Ryu, “Am i extravert or introvert? Considering the personality effect toward e-learning system,” Educ. Technol. Soc., vol. 16, no. 3, pp. 14–27, 2013.

S. E. Dow, “The Invisible Students in the Classroom: How to Include the Introverts Without Excluding the Extroverts,” State University of New York, 2013.

A. R. Siagian, “The effect of using peer tutorial method in teaching speaking of SMP Negeri 2 Angkola Timur,” Linguist. J. Bhs. dan Sastra, vol. 3, no. 2, pp. 74–87, 2018, doi: 10.31604/linguistik.v3i2.74-87.

M. Ferreira, “Tutorial Teaching: A New Paradigm for the Development of Competencies,” J. Educ. Cult. Psychol. Stud. (ECPS Journal), vol. 8, pp. 205–219, 2014, doi: 10.7358/ecps-2013-008-ferr.

C. O. Lobo, A. G. da R. Adornes, and E. Ludke, “Avaliação do método de tutoria de Oxford no Ensino de temas em oscilações e gravitação em um curso universitário,” Vivências, vol. 13, no. 24, pp. 92–96, 2017.

J. Heywood, “Learning Strategies and Learning Styles,” in Engineering Education: Research and Development in Curriculum and Instruction, 2006.

G. Pask, “Learning Strategies, Teaching Strategies, and Conceptual or Learning Style,” in Learning Strategies and Learning Styles, 1988, pp. 83–100.

T. Kafadar and B. Tay, “Learning strategies and learning styles used by students in social studies,” Int. J. Acad. Res., vol. 6, no. 2, 2014, doi: 10.7813/2075-4124.2014/6-2/b.39.

H. Mularsih, “Strategi Pembelajaran, Tipe Kepribadian Dan Hasil Belajar Bahasa Indonesia Pada Siswa Sekolah Menengah Pertama,” J. Sos. Hum., vol. 14, no. 1, pp. 65–79, 2010.

S. R. Fitriatien, “Error description of the first year student in aljabar problems,” Math Didact. J. Pendidik. Mat., vol. 5, no. 2, pp. 183–198, 2019, doi: 10.33654/math.v5i2.655.

Z. Arifin, D. Trapsilasiwi, and A. Fatahillah, “Analisis Kemampuan Komunikasi Matematika Dalam Menyelesaikan Masalah Pada Pokok Bahasan Sistem Persamaan Linier Dua Variabel Siswa Kelas VIII-C SMP Nuris Jember,” J. Edukasi, vol. 3, no. 2, pp. 9–12, 2016, doi: 10.19184/jukasi.v3i2.3522.

S. Zhan and K. J. Ottenbacher, “Single subject research designs for disability research,” Disabil. Rehabil., vol. 23, no. 1, pp. 1–8, 2001, doi: 10.1080/09638280150211202.

B. J. Byiers, J. Reichle, and F. J. Symons, “Single-subject experimental design for evidence-based practice,” Am. J. Speech-Language Pathol., vol. 21, no. 4, pp. 397–414, 2012, doi: 10.1044/1058-0360(2012/11-0036).

K. A. Freeman and R. F. Eagle, “Single-subject research designs,” in Understanding Research in Clinical and Counseling Psychology, Second Edition, 2011, pp. 124–154.

J. R. Ledford and D. L. Gast, Single subject research methodology in behavioral sciences: applications in special education and behavioral sciences. Routledge, 2009.

J. Sunanto, K. Takeuchi, and H. Nakata, Pengantar Penelitian Dengan Subyek Tunggal. 2005.

L. J. Wu Suen, H. M. Huang, and H. H. Lee, “A comparison of convenience sampling and purposive sampling,” Hu Li Za Zhi, vol. 61, no. 3, p. 105, 2014, doi: 10.6224/JN.61.3.105.

I. Etikan, S. A. Musa, and R. S. Alkassim, “A Comparison Of Convenience Sampling And Purposive Sampling,” J. Nurs., vol. 5, no. 1, pp. 1–4, 2014.

M. Robbins and C. Ross, “Keirsey Temperament Sorter,” in Encyclopedia of Personality and Individual Differences, 2017, pp. 2518–2521.

D. Keirsey and M. Bates, Please Understand Me I. California: Prometheus Nemesis Books, 1984.

D. Keirsey, Please Understand Me II: Temperament Character Intelligence. California: Prometheus Nemesis Books, 1998.

J. Jia, P. Zhang, and R. Zhang, “A comparative study of three personality assessment models in software engineering field,” in Proceedings of the IEEE International Conference on Software Engineering and Service Sciences, ICSESS, 2015, pp. 7–10, doi: 10.1109/ICSESS.2015.7338995.

I. Purwaningsih, S. Widodo, E. Harini, B. Kusumaningrum, G. Putrianti, and M. Muanifah, “Adaptation Measuring Instrument Keyrsey Temperament Sorter,” in Proceedings of the 1st International Conference on Science and Technology for an Internet of Things. European Alliance for Innovation (EAI), 2018, doi: 10.4108/eai.19-10-2018.2281296.

K. P. James, “Single-subject research method: The needed simplification,” Br. J. Educ., vol. 4, no. 6, pp. 68–95, 2016.

P. A. Blankenship et al., “The medial frontal cortex contributes to but does not organize rat exploratory behavior,” Neuroscience, vol. 336, pp. 1–11, 2016, doi: https://doi.org/10.1016/j.neuroscience.2016.08.041.

L. Erlani, T. Narawati, and Z. Alimin, “Using AAC Media To Improve Dynamics Ability In Music Learning For Autistic Children,” Int. J. Pedagog. Teach. Educ., vol. 2, pp. 12–109, 2018, doi: 10.20961/ijpte.v2i0.25140.

O. G. Setyawan, “Pengaruh Penggunaan Media Teka-Teki Silang Bergambar Terhadap Penguasaan Kosakata Peserta,” J. Ortopedagogia, vol. 1, no. 4, pp. 289–295, 2015.

S. A. Widodo, A. Prihatiningsih, and I. Taufiq, “Single subject research: Use of interactive video in children with developmental disabilities with dyscalculia to introduce natural numbers,” Particip. Educ. Res., 2021, doi: 10.17275/per.

D. A. Stylianou, M. L. Blanton, and O. Rotou, “Undergraduate Students’ Understanding of Proof: Relationships Between Proof Conceptions, Beliefs, and Classroom Experiences with Learning Proof,” Int. J. Res. Undergrad. Math. Educ., vol. 1, no. 1, pp. 91–134, 2015, doi: 10.1007/s40753-015-0003-0.

National Council of Teachers of Mathematics, Principles and Standards For School Mathematics. Virginia: NCTM, 2000.

National of Council Teacher of Mathematics, Curricullum and Evaluation Standards for School Mathematics. Reston: NCTM, 2000.

M. D. Shepherd, A. Selden, and J. Selden, “University Students’ Reading of Their First-Year Mathematics Textbooks,” Math. Think. Learn., vol. 14, no. 3, pp. 226–256, 2012, doi: 10.1080/10986065.2012.682959.

C. Weiland, C. B. Wolfe, M. D. Hurwitz, D. H. Clements, J. H. Sarama, and H. Yoshikawa, “Early mathematics assessment: Validation of the short form of a prekindergarten and kindergarten mathematics measure,” Educ. Psychol., vol. 32, no. 3, pp. 311–333, 2012, doi: 10.1080/01443410.2011.654190.

N. C. Jordan, D. Kaplan, C. Ramineni, and M. N. Locuniak, “Early Math Matters: Kindergarten Number Competence and Later Mathematics Outcomes,” Dev. Psychol., vol. 45, no. 3, 2009, doi: 10.1037/a0014939.

K. Jayaraman, S. S. Koon, and N. Annamalai, “The shadow education system: Students’ responses to private tutorial learning,” Malaysian J. Learn. Instr., vol. 16, no. 2, pp. 201–225, 2019.

C. L. Kee, “Face-to-Face Tutorials, Learning Management System and WhatsApp Group: How Digital Immigrants Interact and Engage in E-learning?,” Malaysian Online J. Educ. Technol., vol. 8, no. 1, pp. 18–35, 2020, doi: 10.17220/mojet.2020.01.002.

T. Truuvert, “Enhancing tutorial learning experiences: A programme to develop sessional-tutor teaching skills by raising awareness about learning,” Stud. High. Educ., vol. 39, no. 1, pp. 20–33, 2014, doi: 10.1080/03075079.2012.690731.

L. De Backer, H. Van Keer, and M. Valcke, “Promoting university students’ metacognitive regulation through peer learning: the potential of reciprocal peer tutoring,” High. Educ., vol. 70, no. 3, pp. 469–486, 2015, doi: 10.1007/s10734-014-9849-3.

L. de Backer, H. van Keer, and M. Valcke, “Exploring the potential impact of reciprocal peer tutoring on higher education students’ metacognitive knowledge and regulation,” Instr. Sci., vol. 40, no. 3, pp. 559–588, 2012, doi: 10.1007/s11251-011-9190-5.

J. Galbraith and M. Winterbottom, “Peer-tutoring: What’s in it for the tutor?,” Educ. Stud., vol. 37, no. 3, pp. 321–332, 2011, doi: 10.1080/03055698.2010.506330.

E. R. Zuniana and E. B. Rahaju, “Pemecahan Masalah Aljabar Siswa SMP Ditinjau dari Tipe Kepribadian,” MATHEdunesa, vol. 8, no. 2, 2019.

W. A. Putri and M. Masriyah, “Profil Kemampuan Pemecahan Masalah Matematika Siswa Smp Pada Materi Segiempat Ditinjau Dari Tipe Kepribadian Ekstrovert-Introvert,” MATHEdunesa, vol. 9, no. 2, pp. 392–401, 2020, doi: 10.26740/mathedunesa.v9n2.p392-401.

A. Ş. Özbay, T. Aydemir, and Y. Atasoy, “Extroversion - Introversion in the Context of Foreign Language Learning,” Int. J. Educ. Res., vol. 8, no. 3, pp. 1–21, 2017.

W. Pratiwi, “Profil Pemecahan Masalah Matematika Kontekstual Siswa SMP Ditinjau Dari Tipe Kepribadian Esktrovert Dan Introvert,” MATHEdunesa, vol. 6, no. 2, 2017.

DOI: http://doi.org/10.11591/ijere.v11i1.21747


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