U.S. International ESL Students' Experiences with and Perceptions of Utilizing Mobile Technologies for English Learning (open access)

U.S. International ESL Students' Experiences with and Perceptions of Utilizing Mobile Technologies for English Learning

The purpose of this research was to examine ESL (English as a second language) students' current use of their mobile phones for English skill building activities outside of class in a U.S. school setting. In addition, this research reported on students' perceptions of the potential benefits of using smartphones in class for English learning. Also learners' current English related activities using mobile devices and time duration of using different phone features were studied. The literature review included smartphones, computer education, mobile learning, mobile assisted language learning (MALL), computer assisted language learning (CALL), theories of second language learning, second language learner attributes and the use of smartphones outside the classroom. An electronic survey was used to collect the quantitative data which were analyzed by descriptive and inferential statistics. The results concluded that students used mobile applications on a daily basis to read and write email, read books and news, check a dictionary, talk, text and video chat. Students used mobile phones outside of class to improve the English skills listed in the survey and the same participants perceived the potential benefits of using smartphones in class for the same English skills. Among the English skills, vocabulary exercises, finding example sentences of …
Date: December 2017
Creator: Zhu, Shanyuan
System: The UNT Digital Library
Effect of Makerspace Professional Development Activities on Elementary and Middle School Educator Perceptions of  Integrating Technologies with STEM (Science,  Technology, Engineering, Mathematics) (open access)

Effect of Makerspace Professional Development Activities on Elementary and Middle School Educator Perceptions of Integrating Technologies with STEM (Science, Technology, Engineering, Mathematics)

This study investigated a Makerspace professional development program, the Makers' Guild, provided to teachers within north Texas over the course of a semester. The research employed a constructionist approach delivered via 2D and 3D technologies during STEM instructional activities within a creative space. Participants reported statistically significant increases in self-reported competence in technology integration, confidence levels toward integrating World Wide Web, Emerging Technologies for Student Learning, Teacher Professional Development, and attitudes toward math, technology, science, and STEM careers.
Date: December 2016
Creator: Miller, Jennifer R
System: The UNT Digital Library
Using Situated Learning, Community of Practice, and Guided Online Discourse in Healthcare Education for Learning Effective Interprofessional Communication (open access)

Using Situated Learning, Community of Practice, and Guided Online Discourse in Healthcare Education for Learning Effective Interprofessional Communication

The problem exists that there are no education initiatives focused on teaching and taking into practice the skills of effective interprofessional discourse in this online, asynchronous, professional environment. The purpose of this study was to examine whether it is possible for students in the health professions to learn to practice effective interprofesssional online discourse in an electronic health record. This was a mixed methods study that included both quantitative ad qualitative inquiry underpinned by post positivism and used a method triangulation research design model. Both quantitative and qualitative data were collected and analyzed from an educational intervention and simulated electronic health record exercise. The students' perceptions of their practice in an electronic health record did not necessarily match their knowledge and skills in this group of students. Emergent themes from the study pointed in the possible direction of perceived value of the exercise, prior experience in an electronic health record, and logistical barriers to the activity. Perceived time constraints was a particularly strong concern of the students. The emergent themes might be valuable considerations for other interprofessional programs looking to implement similar activities concerning the electronic health record.
Date: December 2016
Creator: Krumwiede, Kimberly A.H.
System: The UNT Digital Library
STEM Professional Volunteers in K-12 Competition Programs: Educator Practices and Impact on Pedagogy (open access)

STEM Professional Volunteers in K-12 Competition Programs: Educator Practices and Impact on Pedagogy

This mixed methods dissertation study explored how secondary school educators in specific K-12 competition programs recruited and deployed STEM professional volunteers. The study explored which practices were viewed as most important, and how practices related to constructivist pedagogy, all from the viewpoint of educators. The non-positivist approach sought new knowledge without pursuing generalized results. Review of the literature uncovered extensive anecdotal information about current practices, and suggested that large investments are made in engaging volunteers. One National Science Foundation-sponsored study was identified, and its recommendations for a sustained research agenda were advanced. Three study phases were performed, one to explore practices and operationalize definitions, a second to rate practice's importance and their relation to pedagogy, and a third to seek explanations. Educators preferred recruiting local, meaning recruiting parents and former students, versus from industry or other employers. Most educators preferred volunteers with mentoring skills, and placing them in direct contact with students, versus deploying volunteers to help with behind-the-scenes tasks supporting the educator. Relationships were identified between the highest-rated practices and constructivism in programs. In STEM professional volunteers, educators see affordances, in the same way a classroom tool opens affordances. A model is proposed which shows educators considering practicality, pedagogy, …
Date: December 2016
Creator: Zintgraff, Alfred Clifton
System: The UNT Digital Library
Adult Learning: Evaluation of Preferences for Technology and Learning Sources for Workplace Learning (open access)

Adult Learning: Evaluation of Preferences for Technology and Learning Sources for Workplace Learning

The purpose of this research was to provide an initial investigation of the preferences for both technology and learning sources that are available today in the modern workplace at a large financial institution with a national presence in the USA. In addition to the preferences of the participants, the research includes insights about the culture of the learning organization by using the Dimension of Learning Organization Questionnaire (DLOQ) and two preference surveys. The research methods used in this study are categorized as mixed methods and include both quantitative and qualitative methods. This study is nonpositivist and descriptive. It is based on a triangulation design method which is comprised of analysis from data obtained from the DLOQ and preference surveys, as well as semi-structured interviews with several survey participants. The results of the studies provide the foundational information for an extended quantitative analysis.
Date: December 2016
Creator: Kaiser, Robert Cresswell
System: The UNT Digital Library
The Impact on Achievement from Student and Parent Attitudes Towards Using Smartphones in School (open access)

The Impact on Achievement from Student and Parent Attitudes Towards Using Smartphones in School

The purpose of this research was to determine what type of correlations existed between student and parent attitudes towards using smartphones in school and the resulting impact on achievement, specifically for low-achieving students. Participants in the study were third-grade students and their parents from a primary school in Singapore. The study employed a quantitative analysis to understand the correlations among the different participant groups. The instruments used were Likert-based surveys, along with scores from mid-year and end-of-year achievement exams in English and science. The three most relevant major findings showed that (a) low-achieving students show a positive attitude toward completing science activities, which correlates with an increase in science achievement; (b) the parents of low-achieving students appear to provide their children with autonomy in using their smartphones, which correlates with an increase in science achievement; and (c) having a smartphone and using the smartphone to complete school work is important to low-achieving students and their parents.
Date: December 2016
Creator: Gordesky, Joshua Todd
System: The UNT Digital Library
Associations Between Collaborative Learning and Personality/Cognitive Style Among Online Community College Students (open access)

Associations Between Collaborative Learning and Personality/Cognitive Style Among Online Community College Students

This research study investigated associations between online community college students' personal characteristics and experiences in online courses (n = 123). Specifically, students' personalities and cognitive styles were examined alongside the perceived quality and outcomes of collaboration. Negative correlations were found between the conscientiousness personality style and both the quality of collaboration (p = .09) and the outcome of collaboration (p = .05). This finding indicates that conscientious students who, according to the literature tend to have higher academic achievement than other students, perceive negative experiences in online collaborative environments. Conversely, a positive correlation was discovered between the extraversion personality type and the perceived outcomes of collaboration (p = .01). Thus, students with a strongly extraverted personality tend to perceive that they benefits from collaborative learning. Approximately 11% of the variance in the collaborative experience was explained by the combined personal characteristics. The reported frequency of collaboration was positively correlated with both the quality (p < .01) and the outcomes of collaboration (p < .01). While not generalizable, these results suggest that not all students perceive benefits from online collaborative learning. It may be worthwhile to teach students traits associated with the extraversion type like flexibility which is important for collaborative …
Date: December 2016
Creator: Sheffield, Anneliese
System: The UNT Digital Library
Mobile Learning: Factors That Influence University Students’ Intention to Use Smartphones (open access)

Mobile Learning: Factors That Influence University Students’ Intention to Use Smartphones

This study investigated the factors that influence university students’ intention to use a smartphone. The study proposed and validated a research model based on the technology acceptance model (TAM). The TAM was modified and extended with four new constructs: social norms, perceived enjoyment, perceived value and ease of access. The constructs for the instrument of the study were adapted from previous related studies which had validated the instruments. Data were collected from 110 participants via a survey. The collected data were analyzed using hierarchical multiple-regression using the statistical package for social sciences (SPSS version 22.0). The model demonstrated a good fit where six independent variables together contributed 56.2% of the variance to the outcome or prediction. The results of the analysis were used to test a set of research hypotheses and to answer research questions. The following independent variables were found to be significant in determining university students’ intention to use mobile devices: perceived usefulness, social norms, perceived enjoyment, perceived value and ease of access. The control variables gender and degree level and the independent variable ease of use were not significant predictors. The results of this study may be useful to understand which factors are more important to the …
Date: December 2015
Creator: Hossain, Akhlaq
System: The UNT Digital Library
Exploring the Effectiveness of Curriculum Provided Through Transmedia Books for Increasing Students’ Knowledge and Interest in Science (open access)

Exploring the Effectiveness of Curriculum Provided Through Transmedia Books for Increasing Students’ Knowledge and Interest in Science

Transmedia books are new and emerging technologies which are beginning to be used in current classrooms. Transmedia books are a traditional printed book that uses multiple media though the use of Quick Response (QR) codes and augmented reality (AR) triggers to access web-based technology. Using the transmedia book Skills That Engage Me students in kindergarten through second grade engage in curriculum designed to introduce science skills and careers. Using the modified Draw-a-Scientist Test (mDAST), observations and interviews, researchers analyzed pre and post data to describe changes students have about science and scientists. Future study may include the development and validation of a new instrument, Draw a Science Student, and examining the mDAST checklist with the intention of updating the parameters of what is considered positive and negative in relationship with work a scientist conducts.
Date: December 2015
Creator: Ponners, Pamela Jones
System: The UNT Digital Library
Using Google Docs to Support Collaborative Learning and Enhance English Language Skills among Non-Native English Speaking Students (open access)

Using Google Docs to Support Collaborative Learning and Enhance English Language Skills among Non-Native English Speaking Students

Collaborative writing technologies such as Google Docs is believed to be a helpful tool in supporting the development of constructivist learning environments. However, not much research has been done among special populations outside the United States. This dissertation examines how using google docs can enhance collaborative learning among non-native English-speaking students at a university in Oman. A total of 52 students participated in this study, where they completed a collaborative writing activity using Google Docs. This exploratory study yielded quantitative as well as qualitative data. Interviewees shared their experience of using Google Docs for the collaborative writing activity. The research shows that Google Docs promoted collaborative interactions among students, such as learning from each other and communicating with the teacher. Interestingly, the data indicate that students used alternate social media such as WhatsApp to communicate with their group mates regarding the collaborative writing activity. Overall, the results obtained here confirm that the Google Docs can be used to enhance collaborative learning among non-native English-speaking students.
Date: December 2018
Creator: Mahmood, Nafisa
System: The UNT Digital Library
Teacher Perceptions of Student Engagement as Related to Technology Implementation in the Classroom (open access)

Teacher Perceptions of Student Engagement as Related to Technology Implementation in the Classroom

The challenges of at-risk students are not new. Newspaper articles from the 1860s presented information about communities seeking to help students to complete school and find employment to provide a livable wage. Today's solutions focus on legislation intended to affect societal change and provide equitable opportunities for at-risk students. Much research regarding how to improve academic outcomes for at-risk students addresses high school level, identifying those factors that encourage secondary learners to remain in school. However, less work has been done investigating whether earlier intervention can obviate later retention efforts by improving students' learning outcomes in the elementary grades. In this vein, engagement is a factor found to positively influence learning, particularly when students are actively engaged with instructional content. Technology can facilitate such interactions between students and content; however, research is needed to better understand the relationship between student engagement and technology, particularly with at-risk students in elementary settings. Seeking to address the gap, this qualitative study examined the occasion of a fifth-grade school that recently implemented 1:1 technology. Using a case study approach, researchers explored the effects of the 1:1 Chromebook implementation on teacher-perceived student engagement at the elementary level. This study sought to better understand how this …
Date: December 2018
Creator: Mata, Jodi Lane
System: The UNT Digital Library
Student Perceptions and Sense of Self-efficacy Regarding Interface Design and Consistency in an Online Learning Environment (open access)

Student Perceptions and Sense of Self-efficacy Regarding Interface Design and Consistency in an Online Learning Environment

The purpose of this exploratory study was to investigate student perceptions of the design and consistency of the online learning environment in relation to motivation, satisfaction, and self-efficacy. Through surveys, think-aloud observation sessions, and reflection interviews, data were collected concerning student perspectives of design and consistency in the online learning environment. SPSS was used to process the survey data and a multi-step process was used to code the observations and interviews. Nine categories emerged from the analysis: (1) frustration; (2) excitement; (3) feeling of being lost; (4) confusion; (5) disgust; (6) positivity; (7); anxiety; (8) understanding; (9) action. The findings are discussed and recommendations for future research are provided to inform future development of online courses.
Date: December 2018
Creator: Reeder, Elaine M.
System: The UNT Digital Library
Retention: Course Completion Rates in Online Distance Learning (open access)

Retention: Course Completion Rates in Online Distance Learning

Online courses in higher education have a reputation for having a lower course completion or retention rate than face-to-face courses. Much of this reputation is based upon anecdotal evidence, is outdated, or is on a small scale, such as a comparison of individual courses or programs of instruction. A causal-comparative analysis was conducted among 11 large, high research public universities. The universities were compared to each other to determine if differences existed between online and face-to-face course completion; undergraduate and graduation online course completion was analyzed for differences as well. The findings suggested the magnitude of the differences between online and face-to-face completions rates was small or negligible. The area which showed a higher magnitude of difference was in the comparison between undergraduate and graduate online course completion; the practical significance could be worth considering for educational purposes.
Date: December 2015
Creator: Phillips, Alana S.
System: The UNT Digital Library
A Content Analysis of Sustainable Information and Communication Technology Use in K-12 Education (open access)

A Content Analysis of Sustainable Information and Communication Technology Use in K-12 Education

The purpose of this study is to provide a content analysis of specific studies that involve sustainable information and communication technology (ICT) use in K-12 education in the U.S. The results from the content analysis were used to identify factors that may contribute to the sustainable implementation of technologies in K-12 instruction. Factors from specific studies from 2000 to 2018 that have implemented ICT in instruction for three years or more were analyzed. The findings from the analysis may be helpful in developing a conceptual framework listing possible sustainability factors for K-12 school districts using technology in instruction. The results may also be beneficial to educational policy makers, school administrators, and educational stakeholders.
Date: December 2019
Creator: Martinez, Bonnie M.
System: The UNT Digital Library
An Examination of Business Professors' Experiences with Remote Teaching under COVID-19: Lessons Learned for the Future (open access)

An Examination of Business Professors' Experiences with Remote Teaching under COVID-19: Lessons Learned for the Future

During the COVID-19 pandemic in the spring of 2020, universities throughout the United States closed their campuses and transitioned their face-to-face courses to remote learning. The unprecedented transition created a unique learning and teaching environment. This case-based qualitative study investigates the experiences of business professors from a prestigious school of business that taught during the transition. Findings derived from the digital Likert survey instrument completed by all the business faculty and semi-structured interviews of selected business faculty. Some of the topics of the survey and interviews included communicating with students, developing the learning management system course content, delivering asynchronous material, delivering synchronous classes, and providing instructional feedback. Findings included a significant growth in business professor's perceived skillset in almost all topics, an interest in further developing skills, and an interest in adopting the new skills in future face-to-face courses. Through NVIVO analysis of the interviews, four thematical elements were identified: faculty efficacy, faculty training, course delivery, rapport. The study investigated a deep wholistic view of the data presented and provided an extensive in-depth description of the social phenomenon. A practical framework for incorporating the identified themes was developed for business schools needing to establish and maintain online business programs.
Date: December 2020
Creator: Churchill, Christina
System: The UNT Digital Library
Using Myers-Briggs Personality Type Indicators to Predict High School Student Performance in an Educational Video Game (open access)

Using Myers-Briggs Personality Type Indicators to Predict High School Student Performance in an Educational Video Game

Educational video games have proven a useful tool for educators, offering experiential pedagogy in a variety of fields. Predicting the success of a video game in engaging students and motivating them to work with relevant material is problematic. One approach was attempted through administering the Myers-Briggs Personality Type Indicator to 42 high school students and observing subsequent voluntary performance on a popular mathematics video game throughout one semester. Game dynamics matching certain personality elements of the students generally correlated between learning preferences in the classroom and in the online gaming environment. Students who enjoyed group dynamics in classroom settings likewise indicated enthusiasm for the group dynamics in game play. Those students preferring structured learning environments may prefer less open ended virtual learning gaming environments. Since the game incorporated multiple choice questions and rewarded correct choices made quickly, those students with personality styles in which questions are carefully considered before answering suffered in points scored compared to those used to making fast intuitive choices in exam settings. Additional studies, including those with larger populations and different types of video games, are needed for more definite conclusions.
Date: December 2014
Creator: Rice, John W., 1967-
System: The UNT Digital Library
Defining Learning Affordances Based on Past Research Uses (open access)

Defining Learning Affordances Based on Past Research Uses

The objective of this study was to locate and describe the learning affordances used within research studies on instructional design. Allowing an instructional designer to see what was used and how applicable it might be for future design would assist with better course creation. Current and past literature supported the importance of this concept after examination of how course creation has evolved within the field of instructional design. Further, the findings elucidated how to help the field evolve in the future by expanding knowledge about learning affordances and providing the broadest set of conceptual definitions by the academics working in the field to include them in their research and instructional designs.
Date: December 2021
Creator: Dolliver, Elizabeth Anne
System: The UNT Digital Library
The Relationship of Teacher Attitudes to Levels of Integration in Technology-Rich Learning Environments (open access)

The Relationship of Teacher Attitudes to Levels of Integration in Technology-Rich Learning Environments

This mixed methods study examined teacher attitudes towards technology and their relationship to the integration of technology in technology-rich learning environments.
Date: December 2021
Creator: Steiner, Ron
System: The UNT Digital Library
Analyzing the Principal Perspective to Lead the Implementation of Learning Technologies in Public Schools: A Multi-Strategy Study (open access)

Analyzing the Principal Perspective to Lead the Implementation of Learning Technologies in Public Schools: A Multi-Strategy Study

As technologies for learning become increasingly available in K-12 schools, the role and responsibilities of campus principals continue to evolve. Incorporating technologies in schools requires shifts in practices, the development of new skills, and in some cases, changes in the mindset of stakeholders. Schools should be capable of absorbing the knowledge and creating the systemic structures required for the implementation ICTs. The purpose of this study was to research the principals' perspective to lead the implementation of ICTs for learning in public schools. As campus leaders, principals are increasingly required to support the utilization of ICTs for classroom instruction. It is of particular importance, therefore, to study and explore the needs school principals identify to lead the implementation of technologies for learning. More specifically, the goal was to gather relevant data to analyze topics that campus principals believe positively and negatively influence the implementation of ICTs in schools.
Date: December 2021
Creator: Orta, Nelson A
System: The UNT Digital Library
Putting the Pieces Together: Using Learning Analytics to Inform Learning Theory, Design, Activities, and Outcomes in Higher Education (open access)

Putting the Pieces Together: Using Learning Analytics to Inform Learning Theory, Design, Activities, and Outcomes in Higher Education

The goal of learning analytics is to optimize learning and the environments in which it occurs. Since 2011, when learning analytics was defined as a separate and distinct area of academic inquiry, the literature has identified a need for research that presents evidence of effective learning analytics, as well as, learning analytics research that is conducted in conjunction with learning theory. This study uses Efklides' metacognitive and affective model of self-regulated learning (MASRL) to define cognitive, metacognitive, and affective variables that can explain students' learning outcomes in hybrid/online sections of Calculus I in the 2020-21 academic year. Cognitive variables were measured according to the cognitive operational framework for analytics (COPA). Metacognitive variables were defined according to the ways in which students interacted with the course content in the learning management system (LMS) and supplemental instruction, and affective variables were measured by ways students gave evidence of their affective states, such as in discussion board posts. All variables were compared across the course learning design, activities, and outcomes. Binary logistic regression revealed five significant variables: two cognitive, one metacognitive, and two affective. Thus, this study provided a learning analytics, evidence-based link between self-regulated learning theory and learning design, activities, and outcomes. …
Date: December 2021
Creator: Goodman, Amy Graham
System: The UNT Digital Library
Using a Text Mining Approach to Examine Online Learning Research Trends of the Past 20 Years (1997-2016) (open access)

Using a Text Mining Approach to Examine Online Learning Research Trends of the Past 20 Years (1997-2016)

The purpose of this research is to identify longitudinal trends relevant to online learning research within 15 highly regarded, peer-reviewed publications in educational technology and online education. Online instruction has become a popular form of education delivery across academic institutions. A review of literature on the topic shows that missing from the corpus is a trend analysis focused in online learning research across multiple journals. Previous efforts of establishing trends in online learning are narrow in focus using only one journal or a shortened time frame. This metatrend analysis employed text mining techniques to examine twenty years (1997-2016) of published research in an effort to establish past, present and emerging trends within published literature. A general bibliometric analysis is offered highlighting prolific and yearly journal publications. Meaningful trending terms used during the twenty-year time period were identified and analyzed. A cluster analysis performed on the extracted data provides a single layer taxonomy regarding online learning research. Time trends within the clusters were identified to offer a more in-depth analysis. Trends revealed during the research indicate a changing relationship of online learning and distance education. A strong emphasis on students and learning was noted as a consistent trend throughout the literature. …
Date: December 2017
Creator: Keahey, Heather Lynn
System: The UNT Digital Library
Factors Impacting the Accuracy of Self-report Perceptions of Expertise in Technology Integration (open access)

Factors Impacting the Accuracy of Self-report Perceptions of Expertise in Technology Integration

The focus of this study is to determine how closely self-report perceptions of technology integration skills align with the observations of an external evaluator. Participants were elementary and secondary teachers in a north Texas school district. The district is in the process of implementing a one-to-one initiative using a major vendor’s tablet devices. The study utilized both quantitative survey methodology, and a qualitative observational tool to record learning activities in the K-12 classroom. For the quantitative phase, three validated single-item self-report instruments were administered to the teachers via an online survey; the instruments utilized were the Concerns-Based Adoption Model—Levels of Use (CBAM-LoU); Stages of Adoption of Technology; and the Apple Classroom of Tomorrow (ACOT). In the qualitative portion of the study, classroom teachers involved in the one-to-one innovation were observed and rated by the Technology Integration Matrix, an instrument specifically designed to observe technology integration skills and practices in K-12 instructional settings. Kendall’s tau correlations between the various self-report instruments and the external observer rating are: CBAM, r = .51 (p is not significant); Stages, r = .58 (p < .05); ACOT, r = .82 (p < .01). Additionally, regression models were run using all three self-reports as predictors of …
Date: December 2014
Creator: Mayes, Garry W.
System: The UNT Digital Library
Gender Differences, Age Differences, and the Relationship between Time Spent Playing Video Games and Cognitive, Affective, and Behavioral Engagement (open access)

Gender Differences, Age Differences, and the Relationship between Time Spent Playing Video Games and Cognitive, Affective, and Behavioral Engagement

This study quantitatively and qualitatively measured gender and age differences in cognitive, affective, and behavioral engagement while playing video games among the University of North Texas (UNT) undergraduate students. Also, it examined the relationship between time spent playing video games and the three engagement states. For the quantitative method, the data of this study was collected via an online survey, the Consumer Video Game Engagement Scale (CVGES), distributed at UNT (N = 140). The qualitative method involved asking open-ended questions at the end of the survey. The CVGES uses a 5-point Likert scale that encompasses three subscales: (a) Cognitive Engagement, (b) Affective Engagement, and (c) Behavioral Engagement. A series of analyses were conducted to analyze the quantitative data via SPSS. Also, the open-ended questions' responses were analyzed by using an inductive analysis approach. The main findings of this study were: (a) there were significant differences between males and females in cognitive, affective, and behavioral engagement, (b) there were no significant differences between age groups in the three engagement states, and (c) there is a positive relationship between the time spent playing a video game and the three engagement states. Also, the game elements, such as characters, storytelling, content, the objective …
Date: December 2022
Creator: Almazyad, Reem Ali
System: The UNT Digital Library
Developing an Ontology for Examining Competencies for Higher Education Instructional Design Professionals (open access)

Developing an Ontology for Examining Competencies for Higher Education Instructional Design Professionals

The purpose of this qualitative study was to develop an initial formal ontology of competencies needed by instructional design professionals in higher education. The ontology was constructed using the domain ontology design process. The initial ontology was then validated by eight expert instructional design professionals in higher education using an online survey. The quantitative responses were analyzed using descriptive statics to describe general trends in data while constant comparative coding method was used to identify themes in the data. Three themes emerged from the study: an expansion of instructional design competencies; the addition of a diversity, equity, and inclusion competency; and the removal of the programming competency. The findings are discussed and proposed changes to the ontology are provided.
Date: December 2022
Creator: Roy, Meranda Mae
System: The UNT Digital Library