This dissertation consists of three essays that use and develop econometric methods to causally investigate topics in education and development economics. In the first chapter, I develop an econometric framework to correctly and efficiently draw inference in models where estimated value-added (VA) is an explanatory variable (and models where it…

This study focuses on evaluating the quality of competency transfer through various assessment methods and results, considering diverse stakeholder perspectives. The research aims to introduce an innovative approach for validating assessment outcomes, leveraging predicted sub-measurements, and transforming Boolean parameters' symbols into a binary…

Conventional e-learning platforms require a high self-regulatory learning (SRL) ability to ensure learning effectiveness. However, because not everyone has high autonomy and a high SRL ability, many students quit during the online learning period. To enhance the SRL ability, many studies have developed e-learning platforms based on Zimmerman's SRL…

Researchers agree that for children who attend early care and education programs, high-quality early learning experiences are critical for promoting academic, social-emotional, and executive function skills, particularly for children of color and children from families with low incomes. Rigorous research testing the effects of interventions to…

Learning outcome modeling is a technical underpinning for the successful evaluation of learners' learning outcomes through computer-based assessments. In recent years, collaborative filtering approaches have gained popularity as a technique to model learners' item responses. However, how to model the temporal dependencies between item responses…

The study of student participation in decision making has been characterised by conceptual vagueness and an absence of empirical tools to compare participatory practices in various contexts and to determine when they achieve their goals. This study presents an integrative theoretical model grounded in the organisational literature on participative…

The "Brown" decision represents a watershed moment in U.S. history as the remedy served as a guiding light during a pandemic. A pandemic is an epidemic taking place on a scale that spans the globe. A circumstance is not a pandemic merely because it exists in different regions of the world or results in the death of many people; it must…

While overall graduation rates are improving, persistent disparities in graduation rates among groups of students remain, and must be addressed. High school reform is a viable approach to addressing these disparities. Early College High Schools, Small Schools of Choice, and Career Academies are all secondary school reform models that have been…

Whether machine learning algorithms effectively predict college students' course outcomes using learning management system data is unknown. Identifying students who will have a poor outcome can help institutions plan future budgets and allocate resources to create interventions for underachieving students. Therefore, knowing the effectiveness of…

Busy educators are often faced with a dilemma--staying up to date with evidence-based practices and initiatives that support their professional growth while combating a constant barrage of superficial ideas from other contexts. Continuous improvement approaches to change offer methods for testing new ideas and adapting them to local contexts. If…

Based on the UTAUT model, many studies have analyzed the factors influencing the use of artificial intelligence by teachers and students, but the conclusions are not uniform. This study chose high quality studies and encoded them to do meta analysis. After heterogeneity testing, sensitivity analysis and publication bias test, it has been found…

Learning outcomes and assessment frameworks guide educators in curricular decisionmaking, impact assessment, gap identification, and equity evaluation, aligning with anticipated learning objectives. Common frameworks include Bloom's taxonomy, Kirkpatrick's model, Fink's taxonomy, and Moore's Outcomes model. The authors identified a lack of focus…

Higher education (HE) in the changing context requires leadership training and development as a vital element for university governance and innovation. While there are several theoretical frameworks on leadership development, most of them are outcome evaluation-oriented. Consequently, there is a lack of a leadership development model which…

Purpose: The emergence of internet-based business models has given rise to online higher education institutions (OHEIs) that offer their undergraduate and graduate degree programs exclusively online with minimal physical presence. Research on OHEIs discusses the need for external legitimacy and resource acquisition, often ignoring the role of…

The adoption of service and community-based learning can be a challenge across college campuses. Some units or departments might embrace the approach, while others believe it cannot be done in their discipline. Despite being shown to offer benefits for learning and retention, recruiting faculty participation in service and community-based learning…