scholarly journals Using Hierarchical Generalized Linear Modeling to Examine Contextual Differential Item Functioning: A Validity Study of Teachers’ Sense of Efficacy Scale

2019 ◽  
Vol 2 (1) ◽  
Author(s):  
Jing Zhao ◽  
Xiaojing Zou ◽  
Wenpeng Shang

The purpose of the study was to further investigate the validity of the instrument used for collecting preservice teachers’ perceptions of self-efficacy adapting the three-level hierarchical generalized linear modeling (HGLM) model. To serve the purpose, the study used data collected by the research team which elicited preservices teachers’ self-efficacy beliefs using Teachers’ Sense of Efficacy Scale (TSES). Hierarchical generalized linear modeling (HGLM) were used to analyze the data. Results of the HGLM analyses (at level-two) showed that one item in the scale displayed gender DIF. Another item became DIF item when the context variable was added to the level-two model. However, the effect of the context on the DIF item was not big.

Author(s):  
Şenol Şen

The purpose of this study was to examine the relationship between preservice teachers' attitudes towards the teaching profession (ATP) and teachers' self-efficacy beliefs (TSEB). In particular, the study aimed to understand the effect of preservice teachers' self-efficacy beliefs (TSEB), age, gender and discipline on their attitudes towards the teaching profession (ATP). The study was conducted with a correlational research design. Sample for the study comprised 157 preservice teachers attending a public university. Attitude Scale towards the Profession of Teaching (ASPT) and the Teachers' Sense of Efficacy Scale (TSES) were used as tools for data collection. The data were analyzed using correlation and multiple regression analysis techniques. The results showed that there were positive and significant relations between the variables selected for the study. Regression analysis revealed that preservice teachers' selfefficacy beliefs (TSEB) have a positive and significant effect on their attitudes towards teaching profession (ATP).


2019 ◽  
pp. 089590481985782
Author(s):  
Abebayehu Aemero Tekleselassie ◽  
Jaehwa Choi

Despite a growing body of turnover literature, much remains unknown about the factors predicting career transitional behaviors of school principals. To bridge this gap, we examined variations in principal, school, and district characteristics influencing administrator leaver and mover behaviors, using Hierarchical Generalized Linear Modeling. Our findings revealed that class size, support staff, parental involvement, teacher incentives, unionization, and many other district-level policies offset turnover, thereby contributing to retention. Furthermore, predictors of principal mover behavior differed from those of principal leaver behavior, suggesting that different forms of exit paths may need different policy tools to improve retention.


2017 ◽  
Vol 12 (3) ◽  
pp. 245-257
Author(s):  
Heather Rogers Haverback

Purpose The majority of states and school systems within the USA have implemented the Common Core State Standards, but with this implementation and focus on language arts and mathematics, many believe that social studies education has lagged. The purpose of this paper is to investigate preservice teachers’ social studies self-efficacy, experiences, and beliefs. Participants were preservice teachers in a required education course. During this course, preservice teachers were required to complete a 20-hour practicum within a school. Participants completed a teacher social studies self-efficacy scale, as well as a reflection questionnaire and course discussions. Results showed that preservice teachers reported that they did not have social studies experiences within the practicum. Implications of this study support preservice teachers having additional social studies education and C3 Framework mastery experiences. Design/methodology/approach With regard to the teacher’s sense of efficacy scale, descriptive statistics (means, standard deviations) were calculated. Following qualitative tradition (Glaser and Strauss, 1967; Miles and Huberman, 1994), the author used a constant comparative method to code the reflection questionnaire and group discussions. This included calculating answers and coding themes across the sources. These data gleaned insight into the participants’ experiences within the course and practicum regarding the domain of social studies education. Findings To answer research question 1, means and standard deviations were calculated. Using the social studies teacher’s sense of efficacy scale, participants reported M=6.4, SD=1.25. Research question 2 concerned whether or not participants were given a mastery experience (practicum/tutoring) in social studies. Moreover, if they were not given such an experience, in what domain did they work? Results indicated that a few participants (19 percent) stated that they had an opportunity to tutor in social studies. Most reported that the majority of their tutoring is in reading (58 percent) or mathematics (24 percent). Research limitations/implications The findings from this study inform social studies research as it focuses on teacher social studies self-efficacy and mastery experiences within a practicum. First, preservice teachers in this study had relatively low self-efficacy beliefs in the domain of social studies. Second, the participants had very few mastery experiences in social studies. Finally, preservice teachers seem to feel that they will enjoy teaching social studies, and they did learn social studies within their schools. Practical implications Teacher educators are constrained in the time that they have to impart knowledge, pedagogy, and efficacy beliefs on preservice teachers. While evolving legislative mandates are at the forefront of many aspects of teaching, a teacher’s belief in his or her ability to teach may be what leads to perseverance in the classroom. Experiences within social studies classrooms and a use of the C3 Framework will help to highlight teachers’ and students’ growth within the domain of social studies. This study highlights the need for more mastery experiences in social studies as a way of strengthening new teachers’ content knowledge. Social implications The future of social studies education within the classroom seems to be a dire situation. The consequence of the marginalization of social studies within the classroom is twofold. First, students to do have direct social studies instruction. Second, preservice teachers do not have an opportunity to observe or teach within this domain. As stated earlier, legislation is guiding classroom instruction. However, if teachers and schools are informed, social studies education does not have to disappear from student’s classroom time. School systems and teachers who have not yet done so should begin to consider using the C3 Framework. Originality/value The need to understand preservice teachers’ social studies self-efficacy beliefs is of importance given the constraints that they will most likely be facing once they enter the classroom. In other words, if preservice teachers are expected to teach children social studies, teacher educators should understand their learning of and beliefs about teaching in this domain. This study focused on preservice teachers’ self-efficacy and social studies beliefs. This study highlights the need for more mastery experiences in social studies as a way of strengthening new teachers’ content knowledge. Today, there are limitations wherein preservice teachers do not have many experiences with social studies. Future approaches should focus on offering more mastery experiences to preservice teachers.


Author(s):  
Robert Leo Power ◽  
Dean Cristol ◽  
Belinda Gimbert ◽  
Robin Bartoletti ◽  
Whitney Kilgore

<p>The impact of targeted professional development activities on teachers’ perceptions of self-efficacy with mobile learning remains understudied. Power (2015a) used the Mobile Teacher’s Sense of Efficacy Scale (mTSES) survey instrument to measure the effects of a mobile learning themed professional development course on teachers’ confidence with and interest in mobile learning. The current study looks at changes in perceptions of self-efficacy amongst participants in another open course about mobile learning called <em>Instructional Design for Mobile Learning</em> (ID4ML), which took place from May 4 – June 6, 2015 (Power, Bartoletti &amp; Kilgore, 2015). The purpose of this study is to verify the reliability and construct validity of the mTSES instrument developed by Power (2015a, 2015b) and Power, Cristol and Gimbert (2014), and to explore trends in self-efficacy changes amongst a more diversified participant population. This paper reports on the findings from the analysis of data collected using the mTSES tool. The findings provide useful feedback on the impacts of participating in the ID4ML course. They also provide further support for the utility of the mTSES instrument as a measure of perceptions of self-efficacy with mobile learning. These findings point to the potential utility of the mTSES as a tool for both planning and evaluating mLearning professional development training for teachers.</p>


Author(s):  
Yitza A. Arcelay-Rojas

This article used focus groups to explore Puerto Rican preservice teachers' perceptions of sources of self-efficacy. The present study allowed, through a qualitative design, examination of the experiences of preservice teachers at the end of their student teaching practicum. The qualitative design and the use of the focus group technique provided insight into the main sources of their perceived self-efficacy through the self-assessment of their field experience. The beginning of the student teaching practicum provoked an intense process of emotions in which the preservice teachers needed support and guidance, particularly in aspects of planning, differentiation, and classroom management. The participants agreed that substantial feedback and guidance from cooperating teachers and university supervisors helped them being confident and increased their perceived self-efficacy by reducing the feelings of anxiety generated by the practicum.


2020 ◽  
pp. 001112872097744
Author(s):  
Benjamin Meade ◽  
Gabriela Wasileski ◽  
Alisha Hunter

Numerous studies have examined the correlation between physical and/or sexual victimization and offending and re-victimization later in life. However, fewer studies have explored how such victimization affects the adjustment of those incarcerated and the sanctioning decisions of correctional personnel. Using a nationally representative sample of inmates in state prisons, this study utilized hierarchical generalized linear modeling to examine whether victimization prior to incarceration was associated with the likelihood of victimization, misconduct, and sanctioning severity for misconduct during incarceration. Our results confirmed findings of previous research in regards to the victimization and offending/re-victimization relationship. In addition, we discovered that victimization prior to prison is associated with harsher disciplinary sanctioning in prison. Implications of our findings for research and policy are discussed.


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