How can syntactic and learnability analyses inform each other, and thus deepen our understanding of syntax and its acquisition? This dissertation illuminates this question through three case studies in Korean syntax. I examine cases in which two structures that display distinct syntactic properties share extremely similar surface forms, thus…

During language acquisition, children are tasked with the challenge of determining which words can appear in which syntactic constructions. This has been long recognized as a learnability paradox. On one hand, there are generalizations that children must learn. On the other hand, language is known for its arbitrariness, so children also need to…

Behavioral skills training (BST) (Parsons et al., 2012) is a common intervention for training staff and caregivers to engage in various important behaviors. However, BST is labor intensive, costly, and often requires extensive involvement from a supervisor or experienced trainer (DiGennaro Reed & Henley, 2015), which may not always be…

In education, machine learning (ML), especially deep learning (DL) in recent years, has been extensively used to improve both teaching and learning. Despite the rapid advancement of ML and its application in education, a few challenges remain to be addressed. In this thesis, in particular, we focus on two such challenges: (i) data scarcity and…

Recommendations for achieving generalized instructional outcomes often overlook the capacity for generative learning. We sought to demonstrate how decontextualized and logically organized instruction would lead to derived and contextually appropriate recombinative generalization and arbitrarily applicable relational responding (AARRing) in…

This study investigated how three fifth-grade students' understanding of fraction and decimal magnitude evolved over the course of a five-week teaching experiment. Students participated in teaching and learning sessions focused on developing concepts of fraction and decimal magnitude. The following questions guided this study: (1) How do fifth…

Many children with autism spectrum disorder (ASD) have difficulty with developing and generalizing the social skills necessary for long term success. Social skills deficits can often lead to shortcomings in other areas, and can hinder a child's potential for future independence. Currently, many studies addressing this issue use a "train and…

Mathematical reasoning, a fundamental aspect of human cognition, poses significant challenges for artificial intelligence (AI) systems. Despite recent advancements in natural language processing (NLP) and large language models (LLMs), AI's ability to replicate human-like reasoning, generalization, and efficiency remains an ongoing research…

The number of direct support professionals (DSPs) needed to support the increasing numbers of adults diagnosed with autism within the United States continues to grow exponentially. DSPs receive minimal training and often fail to generalize the training they have received, which can directly lead to poor learning outcomes for the adults they serve.…

This study sought to explore whether access to definitions and general representations influences the construction of general direct arguments. Data was collected in college mathematics courses for prospective elementary school teachers. Participant arguments were analyzed along two variables: the generality of the representations and the…

This dissertation sets out to find an answer to the question why not all logically conceivable patterns are found typologically. In other words, my aim is to find paradigmatic gaps and explain their absence. In doing so, I use the mathematical notion of monotonicity (which is a more general term to convey order preservation) as proposed by Graf…

As there is a growing population of non-native speakers worldwide, facilitating communication involving native and non-native speakers has become increasingly important. While one way to help communication involving native and non-native speakers is to help non-native speakers improve proficiency in their target language, another way is to help…

Leaders in education need to identify ways to better train and support professionals so that they do not leave the field (Garcia & Weiss, 2020). Using behavioral education practices, such as precision teaching and Say All Fast Minute Every Day Shuffled (SAFMEDS), promotes skill development and generative learning (Johnson, 2021). Training…

This study was a qualitative examination of special education teachers' perceptions of social skills training for students with autism. The problem is that without social skills training, individuals with autism are not learning the social skills necessary for independence. Those impacted by social vulnerabilities are individuals with autism,…

Language disorder is characterized by difficulty with the comprehension and production of different aspects of language. School-aged children with developmental language disorder (DLD) and school-aged children with Down syndrome (DS) demonstrate similar deficits in the area of morphosyntax, which often creates barriers during social interactions…