logo logo European Journal of Educational Research

EU-JER is is a, peer reviewed, online academic research journal.

Subscribe to

Receive Email Alerts

for special events, calls for papers, and professional development opportunities.

Subscribe

Publisher (HQ)

Eurasian Society of Educational Research
Eurasian Society of Educational Research
Christiaan Huygensstraat 44, Zipcode:7533XB, Enschede, THE NETHERLANDS
Eurasian Society of Educational Research
Headquarters
Christiaan Huygensstraat 44, Zipcode:7533XB, Enschede, THE NETHERLANDS

'scale' Search Results

...

This study was aimed at investigating whether or not there is an interaction between learning approach and social intelligence towards response fluency. A number of 126 eighth grade students (M = 13.9; SD = 0.5 years) in Bojonegoro, Indonesia were randomly selected to participate in this study. This research used 2x3 factorial quasi-experiment with the matching static comparison design. The statistical Analysis Of Covariance (ANCOVA) ware implemented for analysis of data in the study. The results show that: there is a significant difference in response to fluency between students who learn with a scientific approach and direct learning approach; there are significant differences in response to fluency between students who have high, medium, and low social intelligence, both in scientific and direct learning approaches, the students with high social intelligence levels have better response to fluency than those with moderate social intelligence or low, and the students with moderate social intelligence have better response to fluency than those with low social intelligence, in all levels of social intelligence, the students who were taught by using scientific approach have better response to fluency than those who were taught by using direct learning approach.

description Abstract
visibility View cloud_download PDF
10.12973/eu-jer.8.3.801
Pages: 801-808
cloud_download 476
visibility 812
7
Article Metrics
Views
476
Download
812
Citations
Crossref
7

Scopus
11

...

In this study, it was aimed to investigate the academic motivations and academic achievements of pre-service visual arts teachers in the Division of Art Education in the Department of Fine Arts in the Faculty of Education in terms of some variables. The study group consisted of 127 (79 female/ 48 male) students in the division of art education. As the data collection tool, the “Academic Motivation Scale (AMS)”, developed by Vallerand et al. and then, translated into Turkish for university students by Karaguven, was used to find out the academic motivations of students, and the personal information form was used to get the personal information of students in the study. In the research, in which the relational screening method was used, the descriptive analysis was applied to determine the motivation levels of pre-service visual arts teachers; independent sampling t-test to compare their average scores according to gender; one-way variance analysis to test according to the class variable, and Pearson Correlation test to determine the relationship between their academic motivation and academic achievement. The findings of the study show that the intrinsic and extrinsic motivations of pre-service visual arts teachers are at a good level. It was found that the amotivation levels of pre-service visual arts teachers were at a low level. As the average scores according to gender were investigated, the meaningful difference was encountered in favour of female participants for intrinsic motivations. It was found that the intrinsic motivations of females related to the achievement were higher. An increase, from 1st year to 4th years students, was observed in terms of the academic motivation levels of pre-service visual arts teachers according to the class variable. However, no meaningful difference was encountered between the average scores of the students' academic motivations according to the class variable. It was found that the relationship between academic motivation and academic achievement was low.

description Abstract
visibility View cloud_download PDF
10.12973/eu-jer.8.3.857
Pages: 857-866
cloud_download 614
visibility 716
3
Article Metrics
Views
614
Download
716
Citations
Crossref
3

Scopus
2

HOTS-AEP: Higher Order Thinking Skills from Elementary to Master Students in Environmental Learning

environmental learning higher order thinking skills hots-aep students

Ilmi Zajuli Ichsan , Diana Vivanti Sigit , Mieke Miarsyah , Ahmad Ali , Wiwin Pramita Arif , Trio Ageng Prayitno


...

Environmental learning in the 21st century requires students to have Higher Order Thinking Skills (HOTS). The purpose of this study was to measure HOTS students using Higher Order Thinking Skills Assessment based on Environmental Problem (HOTS-AEP). The research method used in this study was descriptive method with a total sample of 248 students consisting of Elementary School (ES), Junior High School (JHS), Bachelor Program (BP), and Master Program (MP). The results showed that students overall have a very low HOTS category. HOTS scores scale of 0-100 on ES (22.3) are still higher than JHS (20.2). Whereas at the university level, BP scores (19.9) are lower than MP (21.4). This showed that learning must be oriented towards increasing HOTS through various media development learning, learning materials, learning models, and strategies. This study concludes that the HOTS score of students was still very low and needs to be improved.

description Abstract
visibility View cloud_download PDF
10.12973/eu-jer.8.4.935
Pages: 935-942
cloud_download 3181
visibility 2307
44
Article Metrics
Views
3181
Download
2307
Citations
Crossref
44

Scopus
54

...

This study aims to adapt teachers’ classroom practices for teaching thinking scale from Turkish to English culture. The scale includes 21 items. Each item has 5-point Likert type. It has 4 factors: Effectiveness of Teaching Thinking, Loyalty to Curriculum, Teacher Dependence and Encouraging Thinking.  In the first step, statistical analyses were administrated to achieve linguistic equivalence. To do that, the data were collected from 30 English teachers with 20 day intervals. In the second step, the data collected from 148 native English teachers were analysed by Confirmatory Factor Analyses. Good level fitting indices were found at the end of this process. Cronbach Alpha coefficient value was found to be .90. For Convergence and Discriminating validity, which means construct validity, correlations between sub-dimensions and average explained variance values were calculated and found good sufficient levels. Items in the scale were discriminating. As a result of this study, it was found that English translation of the scale was statistically valid and reliable.

description Abstract
visibility View cloud_download PDF
10.12973/eu-jer.8.4.943
Pages: 943-953
cloud_download 457
visibility 1127
12
Article Metrics
Views
457
Download
1127
Citations
Crossref
12

Scopus
13

...

The purpose of this research was to investigate the relationship between foreign language anxiety, shyness, language learning strategies, speaking scores and academic achievement of university preparatory students learning German. In addition, it was aimed to determine how the independent variables predict the speaking scores and academic achievement. The research sample consisted of 110 students (75 female and 35 males). Three instruments used in the study were: Foreign Language Classroom Anxiety Scale; Strategy Inventory of Language Learning and Shyness Scale. The results of this study revealed that a moderate significant negative relationship (r= -.434) was present between the students' foreign language learning anxiety and academic achievement. Besides, a significant and negative relationship (r= -.290) was found between foreign language anxiety and speaking scores of students. According to the correlation analysis, no significant relationship was identified between shyness, academic achievement and speaking scores of students. According to the analysis, a significant positive relationship was found between the students' language learning strategies and their academic achievements (r= .275). Namely, these data showed that, the level of academic achievement increases as the use of strategy increases. Similarly, shyness and foreign language anxiety show a moderate positive correlation (r= .419). According to these findings, it may be stated that shyness increases as speaking anxiety rises. Besides, it was determined that students' shyness, foreign language anxiety and language learning strategies predicted 26.4 % of their academic achievement. The results indicated that independent variables were positive predictors of students’ academic achievement. Finally, suggestions were made for German teachers to reduce the effects of shyness and anxiety in the process of foreign language learning.

description Abstract
visibility View cloud_download PDF
10.12973/eu-jer.8.4.999
Pages: 999-1011
cloud_download 4629
visibility 3632
16
Article Metrics
Views
4629
Download
3632
Citations
Crossref
16

Scopus
20

...

In recent years, cyberbullying, which can be considered as a new form of bullying, has emerged as a result of developments in the field of technology and communication. Cyberbullying has become a social problem which has affected individuals’ lives negatively. The key to success in the elimination of cyberbullying and its negative effects lies in cyberbullying sensitivity. The present study aims to analyze teachers’ cyberbullying and cyber victimization experiences and levels of cyberbullying sensitivity based on some variables which are supposed to develop awareness regarding cyberbullying. Using survey as a research model, the present study focused on 346 teachers working at schools affiliated with Ministry of National Education in Tasova District located in Amasya (Turkey). “Personal Information Form”, “The Revised Cyberbullying Inventory for University Students” and “Cyberbullying Sensitivity Scale” were used as data collection tools. SPSS package program was used for data analysis and frequency and percentage values of demographic variables. Independent T test was used for gender and marital status variables, and One-Way ANOVA test was used for age and level of education variables. The findings of the present study revealed that most of the participants used social media websites actively and spent at least 2 or 3 hours on these websites on a daily basis. Teachers usually have a Facebook and/or Instagram account, and benefit from social media for research purposes and playing games. It can be stated that teachers have a significantly high level of cyberbullying sensitivity. However, it was also indicated that even though participants worked as a teacher, they still did cyberbully and suffered from cyber victimization in the past. While a significant difference was observed only in the dimension of cyber sensitivity in terms of marital status, age and level of education, a significant difference wasn’t observed in the dimensions of cyberbullying, cyber victimization and cyber sensitivity in terms of gender.

description Abstract
visibility View cloud_download PDF
10.12973/eu-jer.8.4.1029
Pages: 1029-1038
cloud_download 721
visibility 812
4
Article Metrics
Views
721
Download
812
Citations
Crossref
4

Scopus
4

Anxiety toward Math: A Descriptive Analysis by Sociodemographic Variable

anxiety towards mathematics economics students gender region type of university

Nemesis Larracilla-Salazar , Elena Moreno-Garcia , Milka Elena Escalera-Chavez


...

The following analysis provides evidence from the comparative levels of anxiety towards mathematics of the variables from the categories presented by the AMARS and sociodemographic variables as well. A sample of 381 economics students in Mexico answered the survey. For data analysis, descriptive statistics (x̄, Sd.) was carried out and to identify if there are significant differences of means in the sociodemographic variables, the ANOVA analysis was carried out.  Although in general the anxiety towards mathematics presented in Mexican economics students is “very little”, in the dimension of mathematical evaluation the results of the descriptive analysis show that economics students from the south of Mexico have more anxiety than students from other regions. Regarding gender, women feel more anxiety than men towards mathematics evaluation. Likewise, students from public institutions show greater anxiety towards mathematics in the evaluation processes than those belonging to private. Finally, ANOVA test showed that the variable Region showed values less than 0.05 in two of three dimensions (ANXTASK and ANXCOUR). The ANXEVAL dimension showed values < 0.05 in the variable Gender as the ANXEVAL and ANXCOUR showed values < 0.05 in the variable University, this because there is a difference in means.

description Abstract
visibility View cloud_download PDF
10.12973/eu-jer.8.4.1039
Pages: 1039-1051
cloud_download 445
visibility 724
2
Article Metrics
Views
445
Download
724
Citations
Crossref
2

Scopus
2

...

The purposes of this research are: 1) to compare two equalizing tests conducted with Hebara and Stocking Lord method; 2) to describe the characteristics of each equalizing test method using windows’ IRTEQ program. This research employs a participatory approach as the data are collected through questionnaires based on the National Examination Administration of 2018. The samples are classified into group A and group B respectively by 449 and 502 respondents. This paper discusses how to equalize shared items using the anchor method with a set of instruments in the forms of 35 questionnaire items and 6 shared items. In addition, the researcher also uses PARSCALE to estimate each respondent’s skills and each item’s characteristics. The shared items are eventually equalized using IRTEQ program. The results show that there is a significant difference between those conducted using Haebara method (0.592) which produces bigger mean-sigma value and Stocking & Lord (0.00213). Thus, the results show that the shared testing items may improve respondents’ discrimination and increase the difficulty level (parameter b). Due to the availability of shared items, it is good and appropriate to equalize two different tests on different theta skills.

description Abstract
visibility View cloud_download PDF
10.12973/eu-jer.8.4.1071
Pages: 1071-1079
cloud_download 566
visibility 773
3
Article Metrics
Views
566
Download
773
Citations
Crossref
3

Scopus
2

The Use of PSPP Software in Learning Statistics

probability and statistics attitude pspp software academic performance technology

Minerva Sto.-Tomas , Darin Jan Tindowen , Marie Jean Mendezabal , Pyrene Quilang , Erovita Teresita Agustin


...

This descriptive and correlational study investigated the effects of using PSPP in learning Statistics on students’ attitudes and performance. The respondents of the study were 200 Grade 11 Senior High School students who were enrolled in Probability and Statistics subject during the Second Semester of School Year 2018-2019. The respondents were randomly selected from those classes across the different academic strands that used PSPP in their Probability and Statistics subject through stratified random sampling. The results revealed that the students have favorable attitudes towards learning Statistics with the use of the PSPP software.  The students became more interested and engaged in their learning of statistics which resulted to an improved academic performance.

description Abstract
visibility View cloud_download PDF
10.12973/eu-jer.8.4.1127
Pages: 1127-1136
cloud_download 896
visibility 1003
4
Article Metrics
Views
896
Download
1003
Citations
Crossref
4

Scopus
5

Cognitive Mechanisms Underlying the Engineering Students’ Desire to Cheat During Online and Onsite Statistics Exams

propensity for academic cheating learning evaluation online face-to-face evaluation and cognitive algebra

Guadalupe Elizabeth Morales-Martinez , Ernesto Octavio Lopez-Ramirez , Yanko Norberto Mezquita-Hoyos , Rafael Lopez-Perez , Ana Yolanda Lara Resendiz


...

A sample of 327 engineering bachelor students from a public university in Mexico took part in an information integration study to explore systematic thinking underlying propensity for cheating during a course exam. All study participants were provided with written descriptions of 12 scenarios pertaining to the academic evaluation criteria and were asked to rate the likelihood that they would cheat under such circumstances. The 12 scenarios reflected the experimental manipulation of three orthogonal factors: teacher’s teaching style, type of exam, and modality of assessment. Analysis results revealed four distinct attitudes toward cheating among students, two of which were independent of context (low and high desire to cheat) while the remaining two were context-dependent (low and moderate desire to cheat). All groups showed systematic thinking underlying their possible desire to cheat that was typified by the use of a summative cognitive rule for integrating information related to academic cheating. However, evaluation of factor relevance varied across the groups.

description Abstract
visibility View cloud_download PDF
10.12973/eu-jer.8.4.1145
Pages: 1145-1158
cloud_download 458
visibility 892
3
Article Metrics
Views
458
Download
892
Citations
Crossref
3

Scopus
6

...

The physical factors, which were studied less often than the other factors affecting students' learning, were considered in this study. The present study investigated the effect of the flexibility and non-flexibity of the physical classroom setting on undergraduate students' learning. The study adopted a mixed-method research design. The quantitative phase of the study employed the quasi-experimental method of research utilizing the pretest-posttest non-equivalent groups design. T Test and the Repeated Measures ANOVA test was used to compare the group means. In the qualitative phase of the study, the students received a questionnaire with open-ended questions to gather their opinions, and the data were analysed in NVIVO 11. There was no significant difference between the experimental and control groups in terms of learning; however, the achievement scores of both groups were found to be high. Furthermore, the views received from both groups indicated that the physical environment influenced learning in terms of motivation and enthusiasm.

description Abstract
visibility View cloud_download PDF
10.12973/eu-jer.8.4.1159
Pages: 1159-1173
cloud_download 3252
visibility 1597
4
Article Metrics
Views
3252
Download
1597
Citations
Crossref
4

Scopus
6

Psychometric Assessment and Cross-Cultural Adaptation of the Grit-S Scale among Omani and American Universities’ Students

grit psychometric properties achievement goal orientations cross-cultural study

Amal Alhadabi , Said Aldhafri , Hussain Alkharusi , Ibrahim Al-Harthy , Hafidha AlBarashdi , Marwa Alrajhi


...

The current study aimed to adopt and assess the psychometric properties and measurement invariance of Grit-S among Omani and American students (N = 487) using Exploratory Factor Analysis (EFA) and Multi-Group Confirmatory Factor Analysis (CFA). The scale’s construct validity was estimated by investigating its associations with achievement goal orientations (AGOs). EFA results suggested that a two-factor solution (i.e., perseverance of effort [G_PE] and consistency of interest [G_CI]) was the best factorial structure, explaining 47.74% and 51.02% of the variance in the Omani and American samples, respectively. The factors had good reliability coefficients in the two samples. Related to the intercultural differences, G_PE explained more variance among Omanis (31.02%) relative to American sample, whereas G_CI explained a larger proportion of variance among Americans (36.86%) compared with Omani sample. The first level of measurement invariance, configural invariance, was not supported, necessitating the investigation of the other levels of measurement invariance using a new sample. Grit correlated positively with mastery and performance-approach goals (r = .29 and .12, respectively) and negatively with avoidance goals (r = -.25), supporting the scale’s construct validity. These findings showed that Grit-S scale can be used as valid and reliable assessment tool to assess student interest and perseverance in the academic context in Arabic/Omani and American cultures.

description Abstract
visibility View cloud_download PDF
10.12973/eu-jer.8.4.1175
Pages: 1175-1191
cloud_download 386
visibility 722
6
Article Metrics
Views
386
Download
722
Citations
Crossref
6

Scopus
6

...

This study investigates the emotional responses of EFL student teachers to various affective situations during practicum and their coping strategies to enhance positive emotions and reduce negative emotions. Seventy female EFL student teachers participated in this study. To collect quantitative and qualitative data, two instruments were used: an emotional reflective diary and semi-structured interviews. The results of the study revealed that the practicum is an emotionally positive experience. The frequency of occurrence of pleasant affective situations was more than that of unpleasant ones. In the decreasing order of frequency, the most frequent emotional responses were happy, angry, and stressed and the least frequent ones were lost, influential, and shamed. Furthermore, the results indicated that student teachers adopted many regulation strategies to manage their emotions. The study recommends that teacher education programmes increase the focus on teachers’ emotions and training student teachers to manage their emotions to build future professional identities.

description Abstract
visibility View cloud_download PDF
10.12973/eu-jer.8.4.1201
Pages: 1201-1215
cloud_download 554
visibility 764
11
Article Metrics
Views
554
Download
764
Citations
Crossref
11

Scopus
11

...

Initial teacher education (ITE) programmes have been critiqued widely for failing to connect educational theory with everyday practices in schools. More meaningful collaborations between schools and teacher education providers have featured prominently among key recommendations addressing the traditional theory-practice divide. This paper traces and critically analyses one ‘simplex’ story of initiating and leading a large-scale school-university partnership (SUP) network in the Republic of Ireland. Using a narrative approach, the protagonists and researchers of this SUP story bring their ‘simplex’ journey of doing and shaping SUP to life. Analysis of the Irish case study emphasizes the authentic transformation of teacher educators’ institutional identities as a powerful enabler of meaningful collaboration while also highlighting ethical dilemmas that arose for university tutors in the context of deeper relational engagement in the school-university cross-boundary space. Constrained in their ITE praxis by power relations and a disequilibrium of responsibilities, tutors’ doubts, discomfort and, at times, disillusionment led them to readjust their expectations with regard to SUP while also refocusing their energy and hopes in student teachers as collaborative future change agents.

description Abstract
visibility View cloud_download PDF
10.12973/eu-jer.8.4.1295
Pages: 1295-1306
cloud_download 454
visibility 727
18
Article Metrics
Views
454
Download
727
Citations
Crossref
18

Scopus
17

...

Cheating detection is an important issue in standardized testing, especially in large-scale settings. Statistical approaches are often computationally intensive and require specialised software to conduct. We present a two-stage approach that quickly filters suspected groups using statistical testing on an IRT-based answer-copying index. We also present an approach to mitigate data contamination and improve the performance of the index. The computation of the index was implemented through a modified version of an open source R package, thus enabling wider access to the method. Using data from PIRLS 2011 (N=64,232) we conduct a simulation to demonstrate our approach. Type I error was well-controlled and no control group was falsely flagged for cheating, while 16 (combined n=12,569) of the 18 (combined n=14,149) simulated groups were detected. Implications for system-level cheating detection and further improvements of the approach were discussed.

description Abstract
visibility View cloud_download PDF
10.12973/eu-jer.8.4.1307
Pages: 1307-1322
cloud_download 434
visibility 683
0
Article Metrics
Views
434
Download
683
Citations
Crossref
0

Scopus
0

...

Studies have acknowledged computational thinking (CT) as an efficient approach for problem-solving particularly required in digital workplaces. This research aims to identify indicators for a holistic CT assessment instrument for undergraduate students. A three-round fuzzy Delphi study has been conducted to gain comprehensive opinions and consensus from undergraduate lecturers of computer science disciplines and experts from the information technology industry. In round 1, the experts judged a set of predefined indicators describing CT skills and attitudes identified from the literature, while rounds 2 and 3 focused on variables selection. The consensus was achieved on holistic CT, and the indicators are teamwork, communication, spiritual intelligence, generalization, problem-solving, algorithmic thinking, evaluation, abstraction, decomposition, and debugging. Results demonstrate the importance of attitudes in the process of solving a problem and suggest higher education institutions to consider holistic CT in preparing qualified future graduates. Many CT studies focused only on the skills of CT. This study outlines the assessment indicators that consider both CT skills and attitudes, particularly at the undergraduate level.

description Abstract
visibility View cloud_download PDF
10.12973/eu-jer.9.1.33
Pages: 33-50
cloud_download 1273
visibility 1658
8
Article Metrics
Views
1273
Download
1658
Citations
Crossref
8

Scopus
7

...

The objective of this research is to describe the practice of mindful leadership at the IABS - Plum Village Buddhist Monastery Upper Hamlet, France, looking at the abbot's pattern and role in developing and managing the Institute of Advanced Buddhist Studies and the monastery. This research uses the approach of qualitative research with the method of a single case study. The research data collection uses the techniques of observation, interview, and documentation study. The research procedure used in this research consists of several research steps utilizing the case study method of Robert K. Yin: research planning, research design, research preparation, research data collection, research data analysis, and doing the research report. The research analysis is done by pattern matching. The data validity testing through data source triangulation and technique triangulation. The result of this research shows that mindful leadership can develop the ability to develop compassion and attention without judgment. The study shows that a leader has compassion towards global issues and can accept with openness. A leader who practices mindfulness for a long time can direct towards openness of one’s self to others. The leader can lead with compassion and care and also understand hi members well. The ability to develop this compassion shows the ability to listen without judgment, not blame, and not discriminate.

description Abstract
visibility View cloud_download PDF
10.12973/eu-jer.9.1.51
Pages: 51-65
cloud_download 1527
visibility 1404
6
Article Metrics
Views
1527
Download
1404
Citations
Crossref
6

Scopus
4

...

The article reveals the problem of empirical research of training higher education institutions teachers in the context of the master’s degree programme. This study specifies and adapts the methods of diagnostics, criteria for conducting teacher training which are reasonable, psychologically and pedagogically approved and could be implemented in the institutions of higher education of different profiles. It was found out that the training of a teacher within the boundaries of the master’s degree programme of institutions of higher education is an actual task of three-level training of a specialist in Ukraine and requires a differentiated approach for institutions of higher education of various profiles. The components of the programme, based on their comparative characteristics, the status of teacher training in higher education institutions of different profiles with the application of certain criteria, indicators and levels were determined. Comparative analysis of the results of determining the levels of activity empathy and pedagogical reflection formation at the final stage of the study showed objective differences in teacher training in the context of the master’s degree programme of institutions of higher education of different profiles. The perspective directions of the problem under consideration are the study of the didactic conditions of effective teacher training for the master's degree in higher education and the development of the Concept of master’s training in higher education institutions on this basis, the analysis of the influence of the main factors on the formation of a teacher of a higher educational institution in the context of a master’s degree programme, in the profile professional training.

description Abstract
visibility View cloud_download PDF
10.12973/eu-jer.9.1.67
Pages: 67-78
cloud_download 624
visibility 863
6
Article Metrics
Views
624
Download
863
Citations
Crossref
6

Scopus
5

...

The purpose of this study is to develop an Interpersonal Mindfulness Scale-TR (IMS-TR) for Turkish culture. For the data collection process, four different sample groups participated in the study. To test the construct validity of the scale an exploratory factor analysis was performed. Results suggested a 13-item, two-factor solution as (1) awareness and (2) being in the moment. Two-factor structure explains 50.65% of the variance. A confirmatory factor analysis results showed good fit for two-factor solution. The Mindfulness in Parenting Questionnaire and the Mindfulness in Marriage Scale were used to examine a convergent validity and positive significant relationships were found between the scales. To test the reliability of the scale Cronbach's Alpha reliability coefficient of the overall scale was determined to be .826. To determine the stability coefficient of the IMS-TR, test-retest method was used and according to result there is a positive relationship between the scales. According to all of these results, it can be said that the IMS-TR has a validity and reliability.

description Abstract
visibility View cloud_download PDF
10.12973/eu-jer.9.1.103
Pages: 103-115
cloud_download 1438
visibility 1087
4
Article Metrics
Views
1438
Download
1087
Citations
Crossref
4

Scopus
7

Psychometric and Structural Evaluation of the Physics Metacognition Inventory Instrument

psychometric evaluation physics metacognition inventory problem solving

Haeruddin Haeruddin , Zuhdan Kun Prasetyo , Supahar Supahar , Elisa Sesa , Gazali Lembah


...

The purpose of this study is to evaluate the psychometric and structural instruments of the Physics Metacognition Inventory (PMI) developed by Taasoobshirazi, Bailey, and Farley (2015). The PMI consists of 26 items in six factors. The English and Indonesian versions were tested on an English course (N = 37) in the Geophysics study program at Tadulako University. The trials were conducted separately within a two-week interval. The data collected from 364 students of the Physics Education Department, University of Tadulako were analyzed using the Exploratory Factor Analysis (EFA). Later, data were collected from 351 students of some Indonesian universities which have physics education study programs, and the data were analyzed using the Confirmatory Factor Analysis (CFA). The EFA result reveals six factors based on the rotation result with the maximum loading factor. The CFA result shows the RMSEA values of .018, 2 (284) = 316.32 (χ2 / df = 1,11), GFI = .93, CFI = .99, AGFI = .92 and NFI = .93 which meet the cut-off statistic value, and therefore, the model is considered fit, with the Construct Reliability Estimation (CR) of .93, Composite Reliability of  = .95, and maximum reliability of Ω = .96. The results obtained reveal that the PMI scale has good, valid and reliable psychometric properties. Therefore, PMI can be used to measure the level of metacognition of students when solving physics problems. Future studies using PMI are also discussed.

description Abstract
visibility View cloud_download PDF
10.12973/eu-jer.9.1.215
Pages: 215-225
cloud_download 642
visibility 797
6
Article Metrics
Views
642
Download
797
Citations
Crossref
6

Scopus
7

...