This study investigates the effects of sketchnoting, a visualized approach of notetaking, on learning strategies. The main questions asked were: What are the effects of sketchnoting on learners' learning strategies, including cognitive strategies (rehearsal, elaboration, organizational) and metacognitive strategies? Forty-eight undergraduate participants were divided into two groups, an experimental group, and a control group. Findings demonstrated a significant increase in cognitive learning strategies and metacognitive strategies in the experimental group. Other findings revealed that the aesthetic appeal of sketchnoting is the major reason motivating participants' sketchnoting behavior and the corresponding connection between design strategies and the learning strategies is the key of positive impacts of sketchnoting on learning strategies. Additional insights and implications are discussed.

The COVID-19 pandemic wiped off decades of educational gains in the developing world and added 24 million more children to 775 million illiterates in the world. To counteract such a huge predicament, human learning agility comes into action. This human characteristic of knowing what to do when one does not know what to do, invokes the Soft System Methodology (SSM) approach to analyze illiteracy as the worst of all pandemics since it infiltrates into generations. After evaluating different effective teaching methods and utilizing the SSM approach, this paper proposes suitable pedagogies to educate deprived students. It examines Massive Online Open Courseware (MOOC) as a viable solution for K-12 students and compares it with a more robust educational technology model of Intelligent Tutoring System (ITS). Using artificial intelligence, the ITS tailors the instructional content framework and teaching strategies after evaluating students' pre-existing knowledge, learning habits, & styles. The ITS engages the student with the lesson with a two-way dialog while providing customized instruction and immediate feedback. An ITS requires no human intervention and could be a suitable replacement for an inadequately qualified teacher or no teacher. Hence it could be a practical tool in tackling the global literacy catastrophe. A comprehensive …

The technology acceptance model (TAM) was used in this study to evaluate the faculty's perceptions of online learning. This study adopted a deductive approach that involved a move from theory formulation to data gathering. This study utilized a descriptive, correlational design to describe the study variables, which included the participants'' perceptions and attitudes. Perceived ease of use and perceived usefulness of technology have statistically significant correlations with technology competence levels of technical college faculty members, influencing their behavioral intentions to use online learning. Specific strategies that bolster perceived ease of use and perceived usefulness of technology in learning should be prioritized. These strategies include improving technological infrastructure, offering technology competency training, instituting facilitative technology use policies, and improving teacher-student motivation to use technology in learning.

This study aimed to observe measurement invariance between community college students and university students in response to the Community of Inquiry (CoI) Survey instrument. Most studies of the CoI survey instruments have recorded and validated the instruments considering undergraduate or graduate students. This study sought to validate and prove the survey tool as a reliable instrument for the community college population. The study employed SEM and meta-analytic procedures to observe measurement invariance between a Monte Carlo generated general university sample population and the community college survey population. The findings are discussed, as well as the implications for CoI studies in the community college.

The purpose of this qualitative multiple case study is to identify and describe the perceptions and experiences of lower elementary public-school teachers in the United States teaching with educational technologies during the COVID-19 pandemic. Through a demographic survey and semi-structured interviews, teachers shared their experiences regarding the barriers they encountered teaching and learning with educational technologies in face-to-face, remote, and hybrid classrooms. The multi-phase coding process used emic and etic codes to analyze the data. This study identifies and describes the existing barriers teachers face with learning technologies in the classroom before COVID-19 and the new obstacles they have encountered due to the pandemic. The results of this study are discussed, and recommendations are provided to help researchers identify the essential supports educators need for future emergencies.

As social media evolves, educators and other professionals have taken advantage of it as a teaching resource. This research focused on exploring the role of Instagram as a learning technology on health and fitness. In this research, there are references to literature that document the impact of social media on health and fitness. This study also highlights several features found on Instagram, Facebook, Twitch, YouTube, and other similar platforms to deliver learning content in real time. Several articles in this dissertation mentioned how social media content can influence the audience and their thoughts on health and fitness. Social media presents the opportunity to access information, impart knowledge as well as other forms of interaction.

Education and academic related services have become as important as manufacturing and, in some cases, even more important. Considering the importance of these services as it relates to manufacturing, a problem exists. Products such as education and academic services are far less specific in value when comparing with manufactured goods, even though their quality depends on resources which can be measured, such as funding. At the same time, we must be able to quantify them and compare their values with predetermined expected levels for each area of expertise, as well as with each other. The quality of the services provided, specifically academic services, is an intangible concept that can be assessed through various methods. This research study applies the Academic Services Experience Survey, a modified version of SERVQUAL, to solve a complex and multifaceted problem of assessing and improving the quality of academic services in higher education institutions.

This study employed Kirkpatrick's training evaluation model to better examine the reactions and learning experiences of a group of pharmaceutical industry sales professionals who participated in pandemic-related virtual compliance training in spring 2020. The field of learning technologies has few examples and limited knowledge regarding the evaluation of virtual training in the context of pandemic-related compliance training in the biopharmaceutical sector. This qualitative study employed semi-structured interviews to collect data from industry participants, allowing an examination of their experiences relative to the first three stages of Kirkpatrick's training evaluation framework, namely the reactions of the trainees, the knowledge transferred to the trainees, and the performance as it relates to the trainees' changed behaviors because of their participation in virtually delivered training.

Libraries can have a significant impact on today's students and the schools of today and tomorrow. The way students learn is changing as technology changes: rapidly. The knowledge and skills that today's librarians carry can influence the students immensely, including their use of technology. However, with many districts suffering budget cuts, one of the first positions to cut is the certified librarian, replaced by a library paraprofessional. These budget cuts will impact what the libraries can offer students. It is vital that districts support their library program and the person in charge, whether a paraprofessional or certified librarian, to positively impact the students for their future. The purpose of this study was to explore the effectiveness of library programs within a technology-rich school district that utilizes paraprofessionals supported by a certified librarian.

This phenomenological study explored and described the lived experiences of high school biology teachers from a school district in one of the states in the USA concerning the use of online platforms in online biology teaching and learning during the COVID-19 pandemic. The study interviewed teachers to evaluate the teacher experiences, challenges, and opportunities that online platforms presented in biology instruction during the COVID-19 pandemic. The study also analyzed students' perspectives based on the teachers' responses and district data obtained from the student engagement survey administered to all high school students at the school district every year. The findings of the study indicate that students experienced issues such as lack of engagement, unsuitable home environment to support learning, and poor attendance due to minimal monitoring when learning shifted to fully online. Teacher-related factors included inadequate preparedness to use technology to enhance teaching, limited content delivery, and increased teacher collaboration. In conclusion, the study recommends that school districts sufficiently prepare teachers to improve adaptability to different teaching and learning models, emphasizing the use of diverse educational technologies. Future studies should conduct quantitative or mixed studies to establish the extent and degree to which such factors as poor learner engagement contributed to …

The current study was conducted with foreign language students enrolled in the summer course at Middlebury Institute of International Studies (MIIS), an intense foreign language program. The study measured and analyzed students' preferences toward mobile applications for learning a foreign language. Survey questionnaires were used to collect data on students' preferences of mobile delivery modes for learning a foreign language. The research design deployed was single-case design at two points-in-time, called repeated measures design in the t-test statistics, where effects-over-time of treatment (i.e., using a technological device) were tracked. The effects-over-time of using a mobile device for learning foreign language skills were significant and the magnitude of differences in students' attitudes between Weeks 2 and 8 was also significant. Students must have felt that their performance had changed at Week 8 and that using a smartphone could have been the difference. The structure and the research methodology of having null hypotheses that are tested statistically are both clear enough to provide a template for a replication of the study with a different sample. The statistical tests used by this study can be replicated with different research problems or a different audience.

Companies are becoming increasingly dependent on teams to drive creativity and innovation, which usually involves multiple teams working together to solve complex problems However, the first problem is that work teams do not always manage creativity and innovation well, especially when partnering with other work teams on highly complex projects that demand greater interdependence and collaboration, which can constitute as much as 90% of today's organizational projects. The second problem is that researchers struggle to define and measure creativity and innovation for the past decade resulting in significant variation both within and between creativity and innovation scales that have restricted meaningful theoretical discoveries and advances. The current study is significant because it introduces a novel instrument derived by John Turner that measures team creativity and innovation processes as a single unit, thereby raising the level of theoretical sophistication and leading to better practical applications. After conducting factor analysis, the current study validates six factors, including 36 indicators, and measures team creativity and innovation processes as complex adaptive systems (CAS). The current study recommends deploying the new instrument in other sectors beyond the IT sector and using multilevel techniques that include the individual and executive/organization levels of analysis.

Online and hybrid onboarding, or new-hire training and assimilation, has grown increasingly common in corporate settings, especially since the COVID-19 pandemic. This study explores how perceived onboarding experience, work locus of control, occupational self-efficacy, and employee engagement differed between those who onboarded with in-person, hybrid, or online methods. This study also explores how work locus of control could moderate these relationships and examines the relationships between employee engagement and onboarding experience, locus of control, and self-efficacy. This study used quantitative research methods in the form of a self-administered online questionnaire aimed at corporate employees who had onboarded within the previous 18 months. One hundred fifty-three employees completed the survey. It was found that no significant difference in the variables existed between modalities, except for the task characteristic subscale of perceived onboarding experience in which scores were lower for those onboarded in-person. However, work locus of control was found to significantly moderate the relationships between onboarding modality and experience, locus of control, and self-efficacy. Additionally, employee engagement was increased with higher perceived onboarding experience, more internal loci of control, and higher self-efficacy. In addition to the research questions, demographic data were also explored. It was found that perceived onboarding experience was …

Many academic institutions are tasked with trying to improve the usability of their online educational support technologies such as ePortfolios, intelligent websites, and other interface technology to make them as efficient as possible to meet the requirements of their end users. This is particularly important for the academic institutions during times and situations when they may not have a live human presence available to respond to various inquiries from their end users about the technology. The challenges of an academic institution in making its ePortfolios viable can cost itself, its end users, as well as its other stakeholders, money, time, and confidence in the technology. This study is about usability testing for improving the user-interface for ePortfolios. This is a qualitative study using the think-aloud protocol (TAP) for data collection and failure modes and effects analysis (FMEA) for data analysis.

The need for online remote working from home significantly increased due to the COVID-19 pandemic. This unexpected crisis forced individuals and organizations to rapidly transition from face-to-face training to remote learning at home. This switch happened overnight and was not optional but necessary. Employees had to adapt to new online learning techniques, seeking to preserve the same level of learning as working from the office. The study participants were male and female remote workers in the United States aged 18 and over. A questionnaire focused on evaluating online training in the workplace and a survey measuring two types of attitudes related to the transfer of training and technology integration while taking online training courses that were distributed online. The study collected a total of 50 responses from participants for analysis. According to the study results, employees noted some positive features of remote learning, such as flexibility, self-paced learning opportunities, and faster content absorption. Areas employees identified for improvement were closely related to the causes of complaints, such as network and technology issues, using a learning management system (LMS), instructions for using an LMS or course management system (CMS), face-to-face tech support, distractions, and suitable workspace at home. The study's results …

The purpose of this dissertation was to use the technology of text mining and topic modeling to explore unobserved themes of medical case reports that involve medical imaging. Case reports have a valuable place in medical research because they provide educational benefits, offer evidence, and encourage discussions. Their form has evolved throughout the years, but they have remained a key staple in providing important information to the medical communities around the world with educational context and illuminating visuals. Examining medical case reports that have been published throughout the years on multiple medical subjects can be challenging, therefore text mining and topic modeling methods were used to analyze a large set of abstracts from medical case reports involving radiology. The total number of abstracts used for the data analysis was 68,845 that were published between the years 1975 to 2022. The findings indicate that text mining and topic modeling can offer a unique and reproducible approach to examine a large quantity of abstracts for theme analysis.

The purpose of this three-article dissertation was to expand knowledge and theory regarding digital tool use in biology laboratory courses, such as microbiology, which requires specific laboratory skill development through the perception of instructors and students. Article 1 establishes the broad digital literacy and fluency problem in education by providing definitions and the context behind digital literacy fluency and its impact on acquisition of knowledge in digital learning environments. The study provided a picture of the lack of knowledge about the use of digital tools in education and practical problems around appropriate implementation, infrastructure, and preparedness. Article 2 presents results of a literature research study about the foundational, pandemic-induced, and current digital tool use in biology and microbiology lab courses. Recommendations for improvement in digital tool implementation, pedagogical approach, and appropriate selection to meet learning outcomes were provided. Article 3 describes a 3-layered study to build a new instrument to understand minority-student perceptions of identity and digital literacy and technology barriers on student success in STEM courses. The study identified challenges and benefits of digital tool use in virtual microbiology lab courses, unique challenges of underrepresented populations, and the need to develop an instrument to capture the context of this …

The dissertation aims to expand access through a low-cost technological innovation system S-MLS to learners in underdeveloped areas with difficulties in accessing education. Technology is advancing rapidly. However, many parts of the world need access to educational advances, which are hindered due to war, political situations, and low literacy and income. A qualitative phenomenological approach explores the lived experience using the solar-powered computing and learning management system (LMS) to support the development of educational access in underrepresented societies, developing countries, and rural areas where access to proper classroom education is non-existent. Proof of concept is used with a group of students in a rural area, a developing country, and within an underrepresented population to check the feasibility of using the equipment in a real-world setting. A technology acceptance model would be used to identify the user's perceived interest and user acceptance. The community of inquiry theory would find the first-hand experience and point of view of the learner. The student group interviews would be through semi-structured interviews. Observations, surveys, video/audio recordings, and artifacts would be gathered for further analysis. The data collected would be analyzed using interpretative phenomenology analysis (IPA), close examination, and management of development themes through thoughts, observations, …

This dissertation aimed to research the possibility of integrating a supplemental video system in a surgical residency for educational use. A needs analysis was to be conducted in order to find if current stakeholders would accept such a system within a surgical residency: (a) surgical residents, (b) teaching physicians, and (c) administrators. The study aimed to research factors that complicate the current educational setting for surgical residents, such as time allotted for learning, fatigue during learning opportunities, teaching physicians time and effort into teaching responsibilities, and the cost of such systems and their perceived value to administrators. Also investigated was the type of learning theories best suited to creating a supplemental video system in a hospital setting. After this, a set of interviews was conducted amongst the stakeholders to evaluate the needs of the residency and the willingness of all parties to accept the system into their educational structure. What was found was a high level of interest in a more centralized learning management system, which is the central depository for all educational materials to be used by the residents. Most agreed that the learning environment lacked structure and optimally required something more substantial than adding supplemental videos to the …

The purpose of this study is to analyze which behaviors are or are not helpful for debugging when a novice is in a state of unproductive persistence. Further, this project will exploratorily use a variety of analytical techniques -- including association rule mining, process mining, frequent sequence mining, and machine learning-- in order to determine which approaches are useful for data analysis. For the study, programming process data from hundreds of novice programmers were analyzed to determine which behaviors were more or less likely to be correlated with escaping a state of unproductive persistence. Of these events, only three had a statistically significant difference in their rates of occurrence and large effect sizes: file, edit, and compile events. While the data set cannot reveal a user's motivation for a file event, the most logical explanation of these events is that the user is tracing the code. Thus, a higher rate of file events suggests that code tracing (with the goal of code comprehension) is a key behavior correlated with a student's ability to escape a state of unproductive persistence. On the other hand, editing events are far more common in unproductive states that are not escaped. A content analysis suggests …

The study explores the effectiveness of multimodality teaching using the 4MAT Model. A meta-analysis was conducted with empirical studies on instruction via multimodality teaching in preschool, K-12, and higher education. The studies in the meta-analysis involved an experimental and control group. The control group received traditional teaching lessons, and the experimental group received multimodality teaching. A text analysis was conducted to examine the trends in the advantages of the 4MAT model versus traditional methods. The literature review analyzed the cognitive theory of multimedia learning, advances in multimedia teaching effectiveness assessment, transforming traditional teaching through the 4MAT model, 4MAT model and learning, the importance of multimodality teaching, the origin of multimodality teaching, the 4MAT model, and multimodality teaching and student achievement. This research aimed to determine a better understanding and increase learning achievement by using the 4MAT model versus traditional teaching methods.

This dissertation explored the cost and value of 1:1 computing programs in high schools in Texas. The study examines whether the total cost of ownership of these programs can be justified by the student testing gains and graduation rates. It investigates whether student learning outcomes show a definable correlation between positive gains and the implementation of 1:1 computing programs. The study also explores whether there is a measurable return on investment of 1:1 programs based on testing gains and graduation rates. The research used the State of Texas Assessment of Academic Readiness exam scores to validate assumptions and test the hypothesis. The study found no clear link between the addition of 1:1 computing programs and the realms of student success. While there is marginal improvement in student outcomes, there is only circumstantial evidence that laptops and devices are the catalysts for the change. The dissertation also found that the total cost of ownership (TCO) is a significant portion of the district's spending, costing millions of dollars, and that the financial disclosure and budget information data was either missing, incomplete, or over-generalized, causing an issue for assessing program effectiveness or ROI. Despite this lack of transparency, there is a slight positive …