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Monalisa Noe; Perry Zakaria; Auli Irfah

Jurnal Riset Rumpun Matematika dan Ilmu Pengetahuan Alam 2026 Pusat riset dan Inovasi Nasional

This study aims to analyse the difficulties experienced by students in learning about flat-sided three-dimensional shapes. The research method employed is descriptive with a qualitative approach. The data collected in this study were obtained from students’ difficulty tests and interview results. The research subjects were Year 8 pupils at SMP Negeri 2 Ponelo Kepulauan in the 2024/2025 academic year. The interviews were conducted by selecting three questions related to difficulties in learning mathematics, with one student chosen as a respondent to be interviewed on 26 August 2025. The indicators used to assess students’ learning difficulties were: facts, principles, concepts, and operations. The research results indicate that students with the lowest marks demonstrated limitations in mastering all the indicators measured when solving mathematics problems on the topic of flat-sided three-dimensional shapes. During the interview, students with the lowest marks experienced difficulties despite the use of effective teaching methods. This was because they paid insufficient attention to what the teacher was explaining.

Muhtar Luthfie Al Anshory

Jurnal Miftahul Ilmi: Jurnal Pendidikan Agama Islam 2026 STIKes Ibnu Sina Ajibarang

The increasingly sophisticated development of technology in the current digital era has had a significant impact on various aspects of life, particularly in education. The integration of digital technology has become essential to improving the quality of education and adapting teaching methods to contemporary advancements. This study aims to explore the perceptions of sixth-grade students regarding the use of digital media in Islamic Religious Education (IRE) subjects at Gambiranom State Elementary School. A qualitative approach was employed, utilizing interviews and questionnaires to collect data from both students and IRE teachers. The results revealed that most students shared a common view, stating that the use of digital media in IRE made lessons more engaging, interactive, and easier to understand. Digital media’s potential to enhance the learning experience was widely acknowledged. However, the study also identified several challenges, including limited access to facilities and technical difficulties in effectively utilizing digital media. These findings suggest that while digital media has the potential to enrich the learning experience, addressing technical and infrastructural barriers is crucial for its successful implementation in education.

Bethanya Br Sipahutar; Sarah Ramadani; Anggraini Thesisia Saragih; Khairul Azmi Siagian

Jurnal Rumpun Ilmu Bahasa dan Pendidikan 2026 Asosiasi Periset Bahasa Sastra Indonesia

This study aims to develop a storytelling-based learning media in the form of a YouTube video to support students’ understanding of narrative text based on their learning needs. This study employed a Research and Development (R&D) design using the ADDIE model, focusing on the stages of analysis and development. The data were collected through a questionnaire as part of the needs analysis to identify students’ responses toward listening and repetition activities, as well as the difficulties they face in understanding narrative texts. The results show that students generally respond positively to listening and repetition. However, they still experience difficulties in understanding the storyline and vocabulary. The findings also indicate that students need learning support in the form of audio, visual elements, and vocabulary assistance. Based on these findings, a learning product was developed in the form of a YouTube-based digital storytelling video entitled “Learn Narrative Text Through Fun Storytelling (Listen, Repeat & Retell)”. The video integrates storytelling, repetition, vocabulary explanation, and speaking practice to support students’ comprehension. Due to time limitations, this study was limited to the development of a prototype and has not yet included expert validation. Therefore, future research is recommended to conduct validation to evaluate the feasibility and effectiveness of the developed product.

Tiarnita Maria Sarjani Br. Siregar; Ilda Zahratunisa; Putri Nurul Auliya

International Journal of Studies in International Education 2026 Asosiasi Riset Ilmu Pendidikan Indonesia

Vocabulary acquisition is a fundamental component of English language learning because it enables students to comprehend texts and develop broader communication skills. In elementary school contexts, however, vocabulary instruction is frequently delivered through traditional teaching practices that are not closely related to students’ real-life experiences. As a result, students often face difficulties in understanding and retaining new vocabulary. One potential approach to address this issue is the integration of local wisdom into learning activities so that the materials become more contextual and meaningful for learners. Therefore, this study aims to examine how the incorporation of local cultural elements can support vocabulary development among elementary school students. This research employed a descriptive qualitative design using a library research method. The data were gathered from various academic sources, including national and international journal articles, scholarly books, and conference proceedings that discuss English language learning, vocabulary development, and the integration of local wisdom in educational practices. The collected data were analyzed through thematic analysis by identifying, comparing, and synthesizing relevant findings from previous studies. The results indicate that the use of local cultural content, such as folklore, traditional practices, and community-based contexts, can significantly support students in understanding and remembering new vocabulary items. Learning materials that reflect students’ cultural backgrounds also contribute to higher levels of learning motivation and classroom participation. In conclusion, integrating local wisdom into English learning can create a more meaningful instructional environment and effectively support vocabulary mastery among elementary school students.

Elsyana Lisa Tambaru; Satri Napa; Ribka Mangalik

Jurnal Budi Pekerti Agama Kristen dan Katolik 2026 Asosiasi Riset Pendidikan Agama dan Filsafat Indonesia

Reading ability is a fundamental skill that strongly influences the academic success of junior high school students, particularly ninth graders in preparing for national examinations. Nevertheless, many students continue to face difficulties in reading, including speed, comprehension, and motivation. This study aims to examine the effectiveness of implementing learning guidance services to improve the reading skills of ninth-grade students, while identifying supporting and inhibiting factors in its implementation. The research employed a descriptive qualitative approach through literature review from relevant scientific sources published within the last ten years. The findings reveal that learning guidance services play a crucial role in enhancing reading skills, learning motivation, and student independence. Guidance and counseling teachers act as strategic facilitators, while support from the school environment and family strengthens the success of the program. The practical implications highlight that structured, continuous, and collaborative learning guidance programs can help students better understand reading materials and develop positive study habits. Practical recommendations are addressed to teachers, counselors, and schools to design more varied and student-centered guidance services.

Edward Johannes Tumanggor; Angel May Donna Br Sembiring; Zahwa Nabila Andriza Nst; Anggraini Thesisia Saragih; Khairul Azmi Siagian

Publikasi Para ahli Bahasa dan Sastra Inggris 2026 Asosiasi Periset Bahasa Sastra Indonesia

Many senior high school students face significant difficulties in generating ideas, organizing thoughts, and selecting appropriate vocabulary when writing descriptive texts. Traditional teaching methods often limit creativity, making the integration of visual media crucial. Therefore, this study aims to develop creative poster-based learning module for teaching descriptive writing. A Research and Development (R&D) design was employed, adapting the ADDIE (Analysis, Design, Development, Implementation, Evaluation) model. However, due to time constraints, this research is strictly limited to the Analysis (Needs Analysis) and the initial Development (Prototype Development) stages. The participants for the needs analysis consisted of 22 senior high school students in Indonesia, selected through purposive sampling. Data were collected using an online needs analysis questionnaire. The findings indicate a strong student preference for visual support, which informed the design and creation of a poster-based learning module prototype intended to help students visualize concepts. The implications suggest that while the prototype aligns with student needs, further research is required to validate and test the product.

Imelda Ayuningtyas; Chilsa Niken Saharnaya; Zaenal Abidin; Dian Mustika Anggraini

Jurnal Inovasi Pendidikan 2026 Lembaga Pengembangan Kinerja Dosen

The purpose of this study is to determine how the use of SOGAM puzzle media in mathematics can improve students' basic counting skills at the elementary school level, especially for addition and subtraction materials in grade 1. This study adopted a descriptive qualitative approach involving 27 grade 1 students of MI NU Hidayatul Mustafidin as research subjects. Data collection was carried out through observation and documentation during learning activities. The research findings showed that students appeared inactive in the learning process and faced difficulties in understanding the concept of addition and subtraction before the introduction of SOGAM puzzle media in mathematics. After the implementation of SOGAM puzzle media in mathematics, students' counting skills improved, as shown by increased accuracy in answering questions, speed in calculating, and better understanding of concepts. In addition, students became more active, enthusiastic, and motivated during learning. SOGAM puzzle media in mathematics can create a fun and interactive learning environment by incorporating game elements in the learning process. Thus, the use of SOGAM puzzle media in mathematics is proven to be effective in improving students' basic counting skills in addition and subtraction materials in elementary schools.

Dame Enjelina Sigalingging; Indriyani Fransiska Tinambunan; Marianche Ferbina Tarigan; Natalia Susi Susanti Silitonga; Sola Gracia Manik

Algoritma : Jurnal Matematika, Ilmu pengetahuan Alam, Kebumian dan Angkasa 2026 Asosiasi Riset Ilmu Matematika dan Sains Indonesia

This study analyzes junior high school students' errors in solving mathematics problems involving integers. This study was conducted through a systematic literature review of 12 related research articles published between 2021 and 2026. The analysis shows that students' errors in integers include contextual, procedural, and technical (calculation) errors. The most common conceptualization errors were found in the understanding of positive and negative signs and the rules for mixed operations. The main causes of errors are a lack of in-depth conceptual understanding, the habit of memorizing without understanding, and a lack of practice using concrete media. Internal factors such as learning motivation and external factors such as learning methods and media also contribute. This study recommends that the mathematics learning process emphasize meaningful conceptual understanding, the use of concrete media, and learning strategies that engage students' mathematical connection skills. Thus, difficulties in learning integers can be minimized sustainably.

Ngatipan Ngatipan

Jurnal Pengabdian dan Keberlanjutan Masyarakat 2026 Lembaga Pengembangan Kinerja Dosen

Difficulties in learning to read the Qur’an among adults do not always stem from the quality of teaching materials or instructors, but are often caused by the use of learning methods that are not appropriate to adult learners’ characteristics. Adults possess distinct psychological, physiological, and experiential backgrounds that require learning approaches different from those used for children. Monotonous and rigid instructional methods may hinder motivation and limit learning outcomes, particularly in Qur’anic literacy education. This condition is further compounded by physical limitations commonly experienced by adults and the elderly, such as dental and oral health problems, as well as strong regional language accents that affect pronunciation accuracy. In response to these challenges, the Tsaqifa method was developed as an alternative and practical approach specifically designed for adult beginners who have little or no prior ability to read the Qur’an. This method emphasizes simplicity, flexibility, and learner-centered instruction, enabling participants to gradually improve their Qur’anic reading skills in a supportive and non-intimidating learning environment. Through its application, adult learners are encouraged to regain confidence and motivation in studying the Qur’an, thereby contributing to efforts to reduce Qur’anic illiteracy among adult and elderly communities, particularly in rural areas.

Josafat Christopher; Nuri Kaerani Kamil; Selly Nuraini; Sri Mulyeni

Jurnal Hukum, Pendidikan dan Sosial Humaniora 2026 Asosiasi Peneliti dan Pengajar Ilmu Hukum Indonesia

Learning English as a Foreign Language English as a Foreign Language still faces various linguistic and psychological challenges, both in school-age and adult learners, such as limited vocabulary mastery, pronunciation difficulties, and low confidence in the use of English orally. This condition is exacerbated by affective factors in the form of anxiety and fear of making mistakes. This article aims to examine the use of songs as a learning medium that is able to create a fun learning atmosphere, while improving learners' English skills. This study uses a descriptive qualitative approach with data collection techniques in the form of semi-structured interviews to explore learners' perceptions and experiences related to the effectiveness of songs in English language learning. Meanwhile, the data were analyzed thematically to identify patterns of learning experiences, especially in terms of vocabulary mastery, classroom atmosphere, and confidence level. The results showed that the integration of songs in English learning was highly motivating in the active involvement of learners. Where the repetition of lyrics combined with melodies helps to strengthen vocabulary retention in long-term memory, as well as facilitate the imitation of pronunciation, intonation, and rhythm of language naturally. At the same time, it creates a relaxed and fun learning atmosphere, thereby lowering psychological barriers as described in the Affective Filter Hypothesis. Thus, songs are an integrative learning medium that is effective in bridging the academic needs and emotional comfort of learners, and is relevant to support the development of listening and speaking skills in English learning across ages.

Iklima Aulia; Tsabita Isyifa Ramadhani; M Fadlurrohman Al Husni; Sri Mulyeni

Jurnal Hukum, Pendidikan dan Sosial Humaniora 2026 Asosiasi Peneliti dan Pengajar Ilmu Hukum Indonesia

Bullying is a form of aggressive behavior that is intentionally and repeatedly carried out, characterized by an imbalance of power between the perpetrator and the victim. This phenomenon is not limited to childhood and adolescence but may also produce long term effects that extend into adulthood, including among university students. This study aims to explore the long term impact of bullying on victims’ mental health, with a particular focus on students who have experienced bullying in the past. The study employed a descriptive qualitative method using a literature review approach. Data were obtained through a comprehensive analysis of scientific articles, national and international journals, and previous studies related to bullying and mental health. The findings show that victims of bullying face a higher risk of psychological problems, such as depression, anxiety, post traumatic stress disorder or PTSD, low self esteem, and difficulties in social interactions. These effects influence not only emotional well-being but also academic functioning, including reduced concentration, decreased learning motivation, and lower academic performance. In addition, prolonged psychological stress resulting from bullying may lead to physical problems, such as sleep disturbances and somatic complaints. Factors including limited social support, maladaptive coping strategies, and high intensity or prolonged exposure to bullying were found to intensify the negative impacts experienced by victims. Therefore, this study emphasizes the importance of comprehensive prevention and intervention efforts in higher education settings, such as the provision of accessible counseling services, the implementation of strict anti bullying policies, and the strengthening of social support systems to minimize the long-term mental health effects of bullying among university students.  

Tiarnita Maria Sarjani Br. Siregar; Desvi Putri Andriani Telambanua; Paulina Tambunan; Puji Kristian Gurning; Elmaria Situmeang +2 more

International Journal of Educational Research 2026 Asosiasi Riset Ilmu Pendidikan Indonesia

Pedagogical challenges faced by elementary school teachers remain a critical issue in classroom instruction. Teachers are expected to implement student-centered learning while addressing diverse student characteristics, increasing curriculum demands, limited instructional resources, and various classroom constraints. This study aims to understand and describe the pedagogical challenges experienced by elementary school teachers in classroom instruction through a qualitative library research approach. Data were collected from peer-reviewed journal articles published within the last five years and relevant academic books published within the last ten years. The selected literature was analyzed thematically to identify recurring patterns and key issues related to pedagogical practices. The findings indicate that major challenges include classroom management difficulties, the implementation of differentiated instruction, curriculum adaptation, technology integration, and limited opportunities for professional development. These challenges reveal a persistent gap between pedagogical theories and classroom realities. The study concludes that addressing pedagogical challenges requires not only teacher competence but also strong institutional support, flexible curriculum implementation, and continuous professional development.

Reva Diena Mustaqina; Sri Mulyeni

RISOMA : Jurnal Riset Sosial Humaniora dan Pendidikan 2026 Asosiasi Ilmuwan Pendidikan, Sosial, dan Humaniora Indonesia

Social media is one form of technological advancement that has become an integral part of students’ lives, including university students. Its use is not limited to communication and information sharing, but it may also generate psychological effects that influence both physical and mental health. The purpose of this review is to identify and explain the psychological impacts of social media use through appropriate theoretical approaches, which serve as a foundation for discussing the research findings. This study employs a literature review method by examining various academic books and relevant scientific articles. The findings indicate that excessive use of social media has the potential to cause psychological problems among university students, such as social comparison behavior, cyberbullying, decreased sleep quality, and reduced learning productivity. These issues are influenced by several factors, including the intensity of social media use, the type of content accessed, and individuals’ ability to manage emotions and time. Furthermore, uncontrolled social media use may lead to difficulties in social relationships, increased procrastination, poor time management, and reduced self-control in using social networking platforms. Therefore, students are encouraged to develop healthier patterns of social media use to reduce the risk of psychological disturbances. This review is also expected to assist healthcare professionals in understanding the relationship between the intensity of social media use and the occurrence of depressive symptoms among university students.

Grania Indri Wahyuni; Afriani Daun Langi; Filadelfia Franandas; Novrianti T Mindi; Marlina Limbong

Pengharapan : Jurnal Pendidikan dan Pemuridan Kristen dan Katolik 2026 Asosiasi Riset Ilmu Pendidikan Agama dan Filsafat Indonesia

This study aims to examine the application of group guidance in improving students' learning processes at the secondary school level. Group guidance is one of the services in guidance and counseling that allows students to discuss, share experiences, and develop problem-solving skills in a group setting. The background of this research stems from the observation that many students experience difficulties in their learning process, including low motivation, ineffective learning strategies, and an inability to manage academic pressure. The method used in this study is a literature review approach that examines various relevant research and theories. The results show that group guidance has a significant positive impact on improving students' learning processes, including increasing learning motivation, developing effective study habits, enhancing social interaction among students, and reducing academic anxiety. Group guidance also provides a safe space for students to express their academic difficulties and receive constructive support from peers and counselors. The implications of this research suggest that group guidance services need to be consistently and systematically implemented in schools as part of a comprehensive guidance and counseling program. Schools are recommended to design structured group guidance programs with clear objectives and methods tailored to students' developmental needs. This approach is proven to be effective in supporting students' academic achievement and personal development.

Erick Tarantino; Agung Prayoga; Akmal Tirta Wijaya; Egidius Edi Putrawan Halawa; Firda Muflif Fauzi +4 more

Jurnal Pengabdian dan Perubahan Sosial 2026 Lembaga Pengembangan Kinerja Dosen

This study aims to strengthen students’ networking competencies through the implementation of straight and cross LAN cable assembly training at SMKN 53 Jakarta. The background of this research is based on the need to enhance students’ practical skills in basic computer networking, particularly in understanding cable configurations and applying crimping techniques according to industry standards. Many students experience difficulties in differentiating wiring standards and applying correct crimping procedures, which impacts their readiness for industry practice. This research employed a practical training approach combined with demonstration and hands-on methods. The participants were students of the Computer and Network Engineering program. Data were collected through observation, performance assessment, and competency tests before and after the implementation. The findings indicate a significant improvement in students’ understanding of cable color standards (T568A and T568B), accuracy in assembling straight and cross cables, and testing results using LAN testers. Students demonstrated higher levels of technical accuracy, problem-solving skills, and work discipline after the intervention. The implementation of structured practical activities proved effective as a medium for strengthening networking competencies. The study implies that continuous practice-based learning aligned with industry standards is essential in vocational education to improve students’ technical readiness and employability in the networking field.

Melda Agnes Manuhutu; Donal Donal; Agustina Agustina; Boyke Boyke; Elshaday Elshaday +7 more

Jurnal Pengabdian Masyarakat Terapan 2026 Lembaga Pengembangan Kinerja Dosen

The Public Speaking and Computer Network Cabling Training Activity at SMP YPK Sele Be Solu aims to improve students' competence in communication and technical skills in computer networking. The activity was carried out using an experiential learning approach with stages of observation, socialisation, hands-on training, and evaluation. The results of the activities show an increase in students' confidence in public speaking and basic technical skills in network cabling, including LAN cable installation, RJ-45 connectors, and cable testing. Intensive mentoring during the training helped students overcome difficulties and optimise their understanding. This activity demonstrates that combining soft skills and hard skills training through direct experience can improve students' overall competence, motivate learning, and prepare students to face academic and digital challenges in the future. In addition, this activity also strengthened cooperation between schools and universities in supporting the improvement of skills-based education quality. The enthusiasm of students during the training showed that practice-based learning methods are very effective at the junior high school level. With this activity, students have a strong foundation to develop their interests and potential in the fields of communication, information technology, and readiness to face the rapidly developing digital world.

Agus Salim; Rakhmad Putra; Sarmila Sarmila; Marshella Zalianti; Ahmad Dandi +5 more

Jurnal Pengabdian Masyarakat Terapan 2026 Lembaga Pengembangan Kinerja Dosen

The ability to read the Qur’an is a fundamental competence in Islamic education. However, many children still face difficulties in reading the Qur’an accurately and fluently in accordance with tajwid rules. This community service program (Pengabdian kepada Masyarakat/PKM) aimed to improve Qur’anic reading skills of students at Asy-Syakirin Qur’anic Learning Center (TPQ) in Nibung Village, Kapuas Hulu Regency, West Kalimantan. The program employed a Participatory Action Research (PAR) approach, actively involving teachers and students in all stages of the activities. The implementation consisted of planning, action, observation, and reflection stages. During the planning phase, students’ initial reading abilities were identified and grouped into basic (iqra’) and advanced (tahsin) levels, appropriate learning methods were selected, and supporting learning media were prepared. The action phase involved individual and small-group mentoring, guided Qur’an reading with direct correction of pronunciation (makharij al-huruf) and tajwid, application of memorization and dictation (imla’) techniques, and varied teaching approaches through instructor rotation. Evaluation was conducted through pre-tests and post-tests, direct observation of students’ reading performance, and assessment of participation and attendance. The results indicate a significant improvement in students’ Qur’anic reading skills, particularly in fluency, accuracy of pronunciation, and basic understanding of tajwid. This program is expected to serve as a sustainable model for improving Qur’anic literacy in Qur’anic learning institutions.

Nabila Fitri Angelika

Jurnal Insan Pendidikan dan Sosial Humaniora 2026 International Forum of Researchers and Lecturers

The interactive learning video innovation "Human Blood Circulation" through Edpuzzle, with embedded questions, is designed to address the difficulties faced by fifth-grade elementary school students in understanding abstract biological concepts. Science education in elementary schools often encounters challenges in explaining invisible processes, such as the heart's working mechanism and blood circulation, leading students to struggle with comprehension or merely memorize the material. Conventional learning videos tend to make students passive, necessitating media that can transform the learning process into an active one. Edpuzzle, as an educational platform, allows teachers to insert questions at critical points in the video, requiring students to answer before continuing to watch. This innovation aligns with the cognitive development stage of fifth-grade students, who are in the concrete operational stage.The research objectives include product development, validity and feasibility testing, analysis of conceptual understanding improvement, influence on focus and learning independence, and student responses. Media development refers to Mayer's cognitive theory of multimedia and the characteristics of interactive videos according to Heinich et al. Additionally, media development models such as ADDIE and Dick and Carey are discussed. The main benefits of using Edpuzzle include increasing engagement, facilitating real-time formative assessment, and enhancing learning motivation. However, challenges exist such as technology access, teacher readiness, the risk of technology dependency, and long-term evaluation. The practical implications can support digital learning and the transformation of elementary science education.

Yohanis A. Rutu Lengo; Yuni Nursyariah Sumarlin; Amira Fadila Sari; Siti Munawara; Yeremias Bardi +1 more

Dinamika Pembelajaran : Jurnal Pendidikan dan bahasa 2026 Lembaga Pengembangan Kinerja Dosen

This study examines the integration of critical reading and argumentative writing skills in Indonesian language courses at Universitas Muhammadiyah Maumere as a strategic effort to strengthen students’ academic literacy. In the digital era, university students are increasingly exposed to fragmented information, superficial reading practices, and non academic language use, which significantly affect their ability to construct logical and well supported academic arguments. This research aims to describe learning practices, identify key challenges, and analyze the implications of integrating critical reading and argumentative writing within higher education contexts. The study employs a qualitative descriptive approach using classroom observations and in-depth interviews with lecturers and students. The findings reveal that students initially experience difficulties in evaluating sources, formulating arguments, and maintaining coherence in academic writing. However, the integration of critical reading activities with structured argumentative writing tasks contributes to improved analytical thinking, clarity of reasoning, and academic language use. The study also highlights the central role of lecturers in scaffolding learning processes and fostering reflective academic practices. The findings imply that integrating critical reading and argumentative writing is essential for developing students’ academic identity and intellectual responsibility, particularly in responding to contemporary challenges in higher education and digital literacy.

Aisyah Aisyah; Andika Setyo Budi Lestari; Miftahul Khoiri

Aljabar : Jurnal Ilmuan Pendidikan, Matematika dan Kebumian 2026 Asosiasi Riset Ilmu Matematika dan Sains Indonesia

Many students still face difficulties in understanding statistics because inaccurate preconceptions often develop into misconceptions. This condition is important to study since misconceptions can hinder the mathematics learning process and reduce the quality of students’ conceptual understanding. This study aims to analyze in depth how preconceptions affect the emergence of misconceptions among senior high school students in learning statistics. The research employed a qualitative descriptive method with a case study approach, involving three tenth-grade students from State Senior High School 1 Purwosari who were selected through purposive sampling based on high, medium, and low achievement categories. Data were collected through diagnostic tests in the form of essay questions to reveal students’ preconceptions and in-depth interviews to explore their reasoning, then analyzed descriptively. The findings show that students with accurate preconceptions did not experience misconceptions, students with partially correct preconceptions developed classificational, theoretical, and correlational misconceptions, while students with incorrect preconceptions experienced more complex misconceptions, such as considering the median as the largest value and failing to relate changes in data to the properties of the mean, median, and mode. The study concludes that inaccurate preconceptions directly contribute to the emergence of various forms of misconceptions. The implication is that teachers need to detect, identify, and correct students’ preconceptions from the beginning of the learning process so that misconceptions can be minimized and students’ understanding of statistics can develop more comprehensively.