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The Use Of Foamed Glass Aggregate (Fga) As A Lightweight Fill Above Culverts, Amr Morsy Aug 2026

The Use Of Foamed Glass Aggregate (Fga) As A Lightweight Fill Above Culverts, Amr Morsy

Mineta Transportation Institute

Transportation infrastructure—including buried utilities, drainage systems, and culverts—is frequently subjected to significant external stresses arising from existing conditions and new construction, especially in urban environments where deformation and failures can lead to significant operational and safety consequences. Lightweight fills offer a viable strategy to mitigate these stresses by reducing imposed loads. This study investigates the use of lightweight fills, specifically Foamed Glass Aggregate (FGA), as a sustainable solution to support California Senate Bill 1 (SB1) efforts to repair and maintain culverts, as well as for new construction applications. A numerical investigation was conducted to evaluate the performance of culverts backfilled …


Mind The Gap: Freight And Rail System Resilience Between Planning And Practice A Synthesis Of Freight Plan Best Practices And Survey Results From U.S. Transportation Professionals, Serena Alexander, Carmella Uwineza Aug 2026

Mind The Gap: Freight And Rail System Resilience Between Planning And Practice A Synthesis Of Freight Plan Best Practices And Survey Results From U.S. Transportation Professionals, Serena Alexander, Carmella Uwineza

Mineta Transportation Institute

Freight and rail networks across the United States face mounting risks from weather-related hazards and other systemic disruptions that threaten operational continuity, economic stability, and community well-being. While state freight plans are federally mandated, local and metropolitan freight planning varies widely, leaving gaps in how resilience is addressed across scales. This study examines how resilience is being integrated into freight and rail planning through a two-part approach: (1) a content analysis of 43 recent state and metropolitan freight plans, and (2) a nationwide survey of 56 transportation professionals engaged in freight and rail planning. Findings show broad consensus on the …


Casual Killing In The Home: Ecological Citizenship And The Micro-Geopolitics Of Mosquito Cohabitation, Orlando Woods, Junxi Qian Aug 2026

Casual Killing In The Home: Ecological Citizenship And The Micro-Geopolitics Of Mosquito Cohabitation, Orlando Woods, Junxi Qian

Research Collection College of Integrative Studies

This article explores how the visceral acts of being bitten by and killing mosquitoes can underpin the formation of ecological citizenship. This form of citizenship is premised on human-nature entanglement and raises questions concerning how the rights and responsibilities stemming from such entanglement become distributed across the public and private domains. As a space in which mosquito cohabitation is contested daily, the home is a key site through which ecological citizenship can be forged and theoretical debates concerning urban political ecology can be extended. Human-mosquito entanglements in the home can reveal the limits of public pest management strategies, the partiality …


Automated Battery Management Systems For Electric Vehicles, Woonki Na, Yuanyuan Xie Aug 2026

Automated Battery Management Systems For Electric Vehicles, Woonki Na, Yuanyuan Xie

Mineta Transportation Institute

Electric vehicle (EV) safety, efficiency, and lifetime are strongly influenced by how well battery cells are managed, and as EV adoption accelerates, improving battery performance has become critical to vehicle reliability, cost, and public trust. This report conducts a field study on the core technologies and challenges in Battery Management Systems (BMS), focusing on the classification of BMS circuit topologies (design/structures) and systematically reviewing different topologies of active cell balancing circuits (systems that move energy from stronger battery cells to weaker ones). The study provides a detailed analysis of the working principles, advantages, and disadvantages of various active balancing circuit …


Perceptions Of Situational Leadership Styles On The Behavioral Intervention Skills Of General Educators, Kendall Jordan Baethge Aug 2026

Perceptions Of Situational Leadership Styles On The Behavioral Intervention Skills Of General Educators, Kendall Jordan Baethge

Electronic Theses and Dissertations

The researcher conducted the following study to describe the lived experiences and perceptions of general educators employed in a rural, central Texas school district. The study specifically inquired about the perceptions of leadership styles and strategies to successful behavior intervention strategies for inclusive general education classrooms. The problem addressed within the study was the growing diversity in general education classrooms ensuring inclusive opportunities to students with disabilities who exhibit challenging behaviors. The purpose of the study was to better understand those leadership styles currently being used and styles that are most appropriate to develop perceived self-efficacy and proficiency in behavior …


Teacher Self-Efficacy And Its Relationship To Student Achievement: A Quantitative Analysis Using Map Growth Data, Joseph Todd Holzmann Aug 2026

Teacher Self-Efficacy And Its Relationship To Student Achievement: A Quantitative Analysis Using Map Growth Data, Joseph Todd Holzmann

Electronic Theses and Dissertations

One factor that has been widely studied is teacher self-efficacy. Teacher self-efficacy is often considered an indicator of teacher effectiveness and has been linked to a variety of positive educational outcomes. The purpose of this quantitative study was to examine the relationship between teacher self-efficacy and student achievement. Additionally, the study investigated whether teacher self-efficacy differed based on years of teaching experience, grade level taught, and subject area taught. The Teachers’ Sense of Efficacy Scale (TSES), developed byTschannen-Moran and Woolfolk Hoy, was used to measure teacher self-efficacy among 88 participants with corresponding student MAP Growth data available for analysis. Results …


Navigating The Dark Side: Emotional Labor's Impact On Hr Professionals' Wellness, Esmeralda Amelia Rendón Aug 2026

Navigating The Dark Side: Emotional Labor's Impact On Hr Professionals' Wellness, Esmeralda Amelia Rendón

Electronic Theses and Dissertations

This qualitative descriptive study was designed to document and describe how female-identifying human resource (HR) generalist practitioners serving as sole or primary employee relations practitioners in small- to medium-sized organizations across the United States experience and manage emotional labor in their roles, cope with its demands, and how these experiences impact their wellness and perceptions of organizational support. Despite the centrality of emotional labor (EL) in human resource professionals’ (HRPs) roles, little was known about how HRPs in these underresourced environments cope with these demands. Data were collected through semistructured virtual interviews with eight participants and analyzed using Braun and …


Kindergarten Teachers’ Perceptions, Experiences, And Challenges Using Visual Supports For Children With Autism, Jasmine M. Mcnair Aug 2026

Kindergarten Teachers’ Perceptions, Experiences, And Challenges Using Visual Supports For Children With Autism, Jasmine M. Mcnair

Electronic Theses and Dissertations

This qualitative case study examined kindergarten teachers’ perceptions, experiences, and challenges related to the use of visual supports for students with autism spectrum disorder in East Texas. Grounded in cognitive load theory, the study explored whether visual supports enhance learning outcomes by reducing cognitive overload. Four research questions addressed teachers’ perceptions of effectiveness, implementation challenges, the influence of teacher attitudes, and differences based on teaching experience. The researcher collected data through semistructured interviews with 10 kindergarten inclusion teachers and supplemented by classroom observations. Thematic analysis revealed five primary themes: emotional impact and student growth, visual supports as essential instructional tools, …


Cultural Intelligence And Leadership: Examining School Principals’ Impact On Teacher Belonging, Retention, And Conflict Resolution, Quincy C. Commerford Aug 2026

Cultural Intelligence And Leadership: Examining School Principals’ Impact On Teacher Belonging, Retention, And Conflict Resolution, Quincy C. Commerford

Electronic Theses and Dissertations

The increasing diversity throughout the United States, especially reflected in the school system, has increased the need for school leaders who can effectively lead culturally diverse communities, and, specifically, for culturally diverse teachers. Cultural intelligence has gradually become a leadership competency alongside other intelligences, such as emotional and social, but little is known about how a school leader’s cultural intelligence affects culturally diverse teachers sense of belonging, their experiences with conflict, and overall teacher retention. In this study the researcher examined how a school leader’s cultural intelligence affects teachers’ sense of belonging in two culturally diverse secondary school settings. Using …


A Quantitative Exploration Of Public School Teachers’ Colorblind Racial Attitudes And Their Teaching Practices, Lindsey Dopheide Aug 2026

A Quantitative Exploration Of Public School Teachers’ Colorblind Racial Attitudes And Their Teaching Practices, Lindsey Dopheide

Dissertations

Teachers play a significant role in shaping student’s academic experiences, social development, and understanding of race and diversity within school settings. Because schools function as important sites of racial socialization, teachers’ beliefs about race may influence how they interpret student behavior, respond to inequities, select instructional practices, and engage with culturally diverse classrooms. One framework that has received increasing attention within psychological and educational research is colorblind racial ideology (CBRI) which reflects the minimization or denial of the continuing significance of race and racism in society. Colorblind racial ideology has been identified in prior literature as a dominant framework for …


A Primary Care Randomized Controlled Trial Investigating The Efficacy Of A Caregiver-Focused Prevention Program For Child Sexual Abuse, Cassandra Dukes Aug 2026

A Primary Care Randomized Controlled Trial Investigating The Efficacy Of A Caregiver-Focused Prevention Program For Child Sexual Abuse, Cassandra Dukes

Dissertations

Child sexual abuse (CSA) affects 1 in 4 girls and 1 in 13 boys before the age of 18, resulting in significant long-term physical, emotional, and social consequences. Caregivers play a crucial role in preventing CSA by engaging in preventative behaviors with their children. Primary care settings may be an avenue through which to educate caregivers on their role in prevention of CSA. The present study used a randomized controlled trial (RCT) design to investigate the efficacy of a caregiver-focused educational program to prevent CSA, provided via integrated behavioral health (IBH) in a pediatric primary care setting. Participants (n=56) were …


The Impact Of Using History On Learning In Physics Laboratory Settings, Patrick W. Clouse Aug 2026

The Impact Of Using History On Learning In Physics Laboratory Settings, Patrick W. Clouse

Dissertations

Integrating History of Science (HOS) into science courses has many benefits. Students demonstrate improved scientific content knowledge, develop their understanding of Nature of Science (NOS), and improve their attitudes towards science. However, barriers prevent instructors from effectively incorporating history into their teaching. The traditions and culture of science instruction, individual teacher attitudes and skills, existing institutional frameworks, and prevailing curricular materials all prevent HOS integration. Preservice teachers may never be exposed to HOS in their science or education courses, meaning they lack experience and knowledge surrounding the benefits of HOS. Therefore, alternative avenues for effective integration should be considered to …


Bridging The Gap: Action-Oriented Vs. Community-Minded Mentalities And Behaviors In Cold Case Investigation Units, Samantha Strine Aug 2026

Bridging The Gap: Action-Oriented Vs. Community-Minded Mentalities And Behaviors In Cold Case Investigation Units, Samantha Strine

Dissertations

One key group in policing that has seen an increase in public and media attention but not research is the cold case investigation unit. These units tend to be more “bureaucratic”, focusing on communication, community-engagement skills, and “desk work”. Thus, this is a potential area for learning techniques and policies that shift the mentalities within police culture to be more accepting of new community focused policies. This study also seeks to address a gap in current research related to studying specialized police units.

The purpose of this study is to describe the organizational dynamics and officers’ tactics, perceptions, and interactions …


Making Sense Of Generative Ai: A Qualitative Single Case Study Examining How College Students Describe Its Use In Academic Coursework, Hollie L. Reese Aug 2026

Making Sense Of Generative Ai: A Qualitative Single Case Study Examining How College Students Describe Its Use In Academic Coursework, Hollie L. Reese

Electronic Theses and Dissertations

Generative artificial intelligence has become increasingly present in higher education, creating opportunities and challenges related to teaching, learning, academic integrity, and student preparation for future professional settings. The problem addressed in this study was the growing misalignment between students’ use of generative artificial intelligence tools and the guidance, expectations, and policies provided within college courses. The purpose of this qualitative case study was to explore how college students described their use of these tools in academic courses and to identify the benefits and challenges associated with integrating them into learning experiences. Data were collected through semistructured interviews with undergraduate students …


A Correlational Study Exploring The Influence Of Organizational Climate On Job Satisfaction Of Non-Faculty Staff At Texas Community Colleges, Tamesha M. Hilliard-Daniels Aug 2026

A Correlational Study Exploring The Influence Of Organizational Climate On Job Satisfaction Of Non-Faculty Staff At Texas Community Colleges, Tamesha M. Hilliard-Daniels

Electronic Theses and Dissertations

As U.S. higher education institutions face increasing challenges related to employee morale and retention, understanding the drivers of workplace satisfaction is critical for institutional stability. This research investigates the relationships between organizational climate factors and job satisfaction among staff within Texas community colleges, applying Maslow’s hierarchy of needs and Herzberg’s motivator-hygiene as the theoretical framework. Specifically, this study explores the influence of institutional communication, employee well-being, and organizational mission and pride on staff job satisfaction. Utilizing a quantitative correlational design, the study analyzed secondary data from ModernThink’s Higher Education Insight Survey©. The sample consisted of 2,265 higher education professionals collected …


The Impact Of Mentoring: Professional Growth, Reflection, And Retention In Secondary Science Education, Summer M. Landreth Aug 2026

The Impact Of Mentoring: Professional Growth, Reflection, And Retention In Secondary Science Education, Summer M. Landreth

All Dissertations

Teacher attrition threatens the stability of the U.S. education system, with science teachers experiencing particularly high turnover rates. While research has primarily focused on early-career teachers, less is known about the factors influencing mid-career and veteran science teachers’ decisions to remain in or leave the profession. This study explored mentoring student teachers as a potentially transformative experience for cooperating teachers, offering opportunities for professional development, identity development, and enhanced retention. Guided by Mezirow’s Transformative Learning Theory, the study examined how mentoring may function as a productive experience that prompts critical reflection, revitalizes pedagogy, and reconnects teachers with their professional purpose. …


Efficient And Universal Watermarking For Llm-Generated Code Detection, Boquan Li, Zirui Fu, Mengdi Zhang, Peixin Zhang, Jun Sun, Xingmei Wang Aug 2026

Efficient And Universal Watermarking For Llm-Generated Code Detection, Boquan Li, Zirui Fu, Mengdi Zhang, Peixin Zhang, Jun Sun, Xingmei Wang

Research Collection School Of Computing and Information Systems

Large language models (LLMs) have significantly enhanced the usability of AI-generated code, providing effective assistance to programmers. This advancement also raises ethical and legal concerns, such as academic dishonesty and the generation of malicious code. For accountability, it is imperative to detect whether a piece of code is AI-generated. Watermarking is broadly considered a promising solution and has been successfully applied to identify LLM-generated text. However, existing efforts on code are far from ideal, suffering from limited universality and excessive time and memory consumption. In this work, we propose a plugand- play watermarking approach for AI-generated code detection, named ACW …


Continuous Query For Top-K Maximal Sum Intervals Over Streaming Data, Zhongshuai Zhang, Xiaochun Yang, Baihua Zheng, Rui Zhu, Haomin Li, Bin Wang Aug 2026

Continuous Query For Top-K Maximal Sum Intervals Over Streaming Data, Zhongshuai Zhang, Xiaochun Yang, Baihua Zheng, Rui Zhu, Haomin Li, Bin Wang

Research Collection School Of Computing and Information Systems

The continuous identification of top-k maximal sum intervals using a sliding window over a data stream is a critical operation for applications in IoT and beyond. A maximal sum interval is a non-overlapping, contiguous subsequence with the maximal sum in a sequence of signed values. Existing algorithms are ill-suited for streaming contexts: they either exhaustively enumerate all intervals even for small k values, or depend on indexes that require frequent and costly restructuring. We propose a novel partition-based strategy. Our core insight is a partitioning scheme that guarantees that any maximal sum interval is fully contained within a single partition, …


Audeter: A Large-Scale Dataset For Deepfake Audio Detection In Open Worlds, Qizhou Wang, Hanxun Huang, Guansong Pang, Sarah Erfani, Christopher Leckie Aug 2026

Audeter: A Large-Scale Dataset For Deepfake Audio Detection In Open Worlds, Qizhou Wang, Hanxun Huang, Guansong Pang, Sarah Erfani, Christopher Leckie

Research Collection School Of Computing and Information Systems

Speech synthesis systems can now produce highly realistic vocalisations that pose significant authenticity challenges. Despite substantial progress in deepfake detection models, their real-world effectiveness is often undermined by evolving distribution shifts between training and test data, driven by the complexity of human speech and the rapid evolution of synthesis systems. Existing datasets suffer from limited real speech diversity, insufficient coverage of recent synthesis systems, and heterogeneous mixtures of deepfake sources, which hinder systematic evaluation and open-world model training. To address these issues, we introduce AUDETER (AUdio DEepfake TEst Range), a large-scale and highly diverse deepfake audio dataset comprising over 4,500 …


Left: Learnable Fusion Of Tri-View Tokens For Unsupervised Time Series Anomaly Detection, Dezheng Wang, Tong Chen, Guansong Pang, Congyan Chen, Shihua Li, Hongzhi Yin Aug 2026

Left: Learnable Fusion Of Tri-View Tokens For Unsupervised Time Series Anomaly Detection, Dezheng Wang, Tong Chen, Guansong Pang, Congyan Chen, Shihua Li, Hongzhi Yin

Research Collection School Of Computing and Information Systems

As a fundamental data mining task, unsupervised time series anomaly detection (TSAD) aims to build a model for identifying abnormal timestamps without assuming the availability of annotations. A key challenge in unsupervised TSAD is that many anomalies are too subtle to exhibit detectable deviation in any single view (e.g., time domain), and instead manifest as inconsistencies across multiple views like time, frequency, and a mixture of resolutions. However, most cross-view methods rely on feature or score fusion and do not enforce analysis–synthesis consistency, meaning the frequency branch is not required to reconstruct the time signal through an inverse transform, and …


Timeradar: A Domain-Rotatable Foundation Model For Time Series Anomaly Detection, Hui He, Hezhe Qiao, Yutong Chen, Kun Yi, Guansong Pang Aug 2026

Timeradar: A Domain-Rotatable Foundation Model For Time Series Anomaly Detection, Hui He, Hezhe Qiao, Yutong Chen, Kun Yi, Guansong Pang

Research Collection School Of Computing and Information Systems

Current time series foundation models (TSFMs) primarily focus on learning prevalent and regular patterns within a predefined time or frequency domain to enable supervised downstream tasks (\eg, forecasting). Consequently, they are often ineffective for inherently unsupervised downstream tasks—such as time series anomaly detection (TSAD), which aims to identify rare, irregular patterns. This limitation arises because such abnormal patterns can closely resemble the regular patterns when presented in the same time/frequency domain. To address this issue, we introduce TimeRadar, an innovative TSFM built in a fractional time–frequency domain to support generalist TSAD across diverse unseen datasets. Our key insight is that …


Mission Of Mercy: Restoring Smiles With Dignity, Anne Berquist Aug 2026

Mission Of Mercy: Restoring Smiles With Dignity, Anne Berquist

The Journal of the Michigan Dental Association

This feature chronicles Michigan’s 2026 Mission of Mercy clinic, where more than 1,200 volunteers provided 5,656 procedures to 771 patients. The article describes patient experiences, volunteer contributions, and the extensive planning required to transform a sports arena into a temporary dental clinic. Beyond oral healthcare delivery, the program restored confidence, relieved pain, and highlighted the dental profession’s commitment to serving underserved populations.


2026 August, Morehead State University. Office Of Communications & Marketing. Aug 2026

2026 August, Morehead State University. Office Of Communications & Marketing.

Morehead State Press Release Archive, 1961 to the Present

Press releases for August of 2026.


Cross-Layer Security And Responsive Evaluation Architectures For Quantum Resistance In Connected Vehicles, Geoff Twardokus Aug 2026

Cross-Layer Security And Responsive Evaluation Architectures For Quantum Resistance In Connected Vehicles, Geoff Twardokus

Theses

Connected vehicle (CV) technologies are emerging as a crucial technology for improving safety on future roadways. Wireless vehicle-to-everything (V2X) communication allows CVs to exchange information that provides enhanced awareness and supports better driving decisions, especially in high-risk or non-line-of-sight scenarios. However, V2X also exposes new surfaces to physical layer attacks and increasingly sophisticated, potentially quantum-capable threat actors. As human or autonomous CV drivers will make split-second safety-critical decisions based on the contents of V2X messages, ensuring their authenticity, as well as their reliable and timely delivery, is crucial. Otherwise, malicious attackers may interfere with safety services or spoof messages to …


Carbon Credits, Capture And Storage Markets In The Uae, Fatema Adnan Majed Aug 2026

Carbon Credits, Capture And Storage Markets In The Uae, Fatema Adnan Majed

Theses

The growing urgency to address climate change has placed carbon markets and carbon capture technologies at the core of global climate strategies. This thesis looks into whether the United Arab Emirates can develop its emerging carbon credit framework into a platform that supports viable private investment and national sustainability goals. While systems that are established, such as the EU Emission Trading System (EU ETS) and voluntary schemes, such as Verra's Verified Carbon Standard (VCS), provide mature models, the UAE shows a unique case: a market still in its early stages yet backed by ambitious climate commitments and world-class hydrocarbon infrastructure. …


Radical Regionalism: Integrating Historical Vernacular Wisdom With Modern Building Science For Resilient Envelope Design, Barbara Patricia Montano Aug 2026

Radical Regionalism: Integrating Historical Vernacular Wisdom With Modern Building Science For Resilient Envelope Design, Barbara Patricia Montano

Theses

This thesis investigates how vernacular environmental knowledge can be integrated with contemporary building science to inform climate-responsive residential building-envelope design. In response to the limitations of standardized construction approaches across diverse climatic regions, the research proposes Radical Regionalism, a framework that combines vernacular environmental principles, passive design strategies, sustainable material selection, building-envelope science, and resilience considerations within a performance-based design methodology. A comparative climate-based modeling methodology is applied to a representative single-family residential prototype across four contrasting United States climatic contexts: Miami, Florida (hot-humid); Phoenix, Arizona (hot-dry); Boston, Massachusetts (cold-humid); and Denver, Colorado (cold-dry). Representative conventional code-minimum wall assemblies are …


Analysis Of Gwtc-3 With Multiple Quasicircular Next-Generationwaveform Models, Noah M. Manning Aug 2026

Analysis Of Gwtc-3 With Multiple Quasicircular Next-Generationwaveform Models, Noah M. Manning

Theses

The interpretation of gravitational wave sources depends on the specific choice of model used to interpret signals. For example, previous analyses of GWTC-3 event candidates using the SEOBNRv4PHM, IMRPhenomXPHM, and NRSur7dq4 models have arrived at sometimes notably di!erent conclusions about event properties. Unfortunately, subtle analysis settings and code di!erences can also produce notable di!erences in event properties. Previous work on GWTC-3 has not yet used a consistent analysis framework to reassess all events with state-of- the-art models. In this work, we revisit GWTC-3, reassessing every event using three waveform models: two state-of-the-art models (SEOBNRv5PHM and IMRPhenomTPHM) and one older waveform …


When Work Is Not Enough: Food Insecurity Among Employed Latinos Receiving Snap In Massachusetts And The Burden Carried By Latina Women, Phillip Granberry, Rafael M. Pérez Medina, Florita Coto Tristán Aug 2026

When Work Is Not Enough: Food Insecurity Among Employed Latinos Receiving Snap In Massachusetts And The Burden Carried By Latina Women, Phillip Granberry, Rafael M. Pérez Medina, Florita Coto Tristán

Gastón Institute Publications

Across Massachusetts, many SNAP recipients are workers, caregivers, parents, elders, people with disabilities, and families navigating low wages, unstable work schedules, high housing costs, and limited access to wealth building opportunities. Many of these workers held jobs that were labeled “essential” during the COVID-19 pandemic: food service, caregiving, cleaning, healthcare support, retail, transportation, construction, and other service sector jobs. Yet the public recognition of their essential labor has not been translated into adequate wages, benefits, or economic security.


Telling Their Intensive Stories: Black/African American Intensive Care Unit Nurses And Their Perceived Encounters With Icu Workplace Racism, Sharon M. Butler Aug 2026

Telling Their Intensive Stories: Black/African American Intensive Care Unit Nurses And Their Perceived Encounters With Icu Workplace Racism, Sharon M. Butler

Theses & Dissertations

The 2022 American Nurses Association (ANA) study on racism and racial inequality within the nursing profession both acknowledges the presence of racism in nursing and provides evidence of the diverse negative social and psychological effects of racism on minority nurses. Although the 2022 ANA study sets a precedent and shows evidence of racism’s effects across the broader professional nursing workforce, there is limited nursing research literature that offers a focused presentation and understanding of the lived experiences of minority nurses and their personal perceptions of workplace racism. There is also limited nursing research on how workplace racism impacts cultural and …


Price, Property Rights, And Local Generation: A Transaction Cost Analysis Of Microgrid Statutes, Devon A. Downes Aug 2026

Price, Property Rights, And Local Generation: A Transaction Cost Analysis Of Microgrid Statutes, Devon A. Downes

All Theses

In most U.S. states, public utility regulation and legal ambiguity has deterred entry into electricity markets by microgrid developers. Since 2012, seven states have enacted statutes that alter the regulatory environment, either by exempting microgrid operators from public utility classification or by directing regulatory agencies to establish the interconnection and compensation frameworks that make entry viable. I empirically analyze the determinants and effects of state statutes that authorize freedom of entry for microgrid developers. Using a pooled panel OLS with state and year fixed effects on annual data for all 50 states and the District of Columbia from 2016 through …