Digital Commons Network^™

Regulatory Invisibility And Energy Poverty: Epc Exclusion, Traveller Mobile Homes And Ireland’S Low-Carbon Transition, Paul Lally, Ehiaze Ehimen, Mary Galvin, Ciara Ahern

Research Outputs: 2025-Present

Energy Performance Certificate (EPC) systems play a central role in residential decarbonisation by determining how dwellings are assessed, benchmarked and made eligible for retrofit support. However, these systems are largely designed around conventional, permanent, site-built housing and can exclude non-standard dwelling types. This paper examines the exclusion of permanently occupied Traveller mobile homes from Ireland’s EPC framework and considers the implications for energy poverty, retrofit policy and energy justice. Using a critical narrative synthesis, the study integrates academic literature, statutory reports, policy documents and community-based evidence to trace the relationship between Traveller accommodation policy, regulatory classification and contemporary decarbonisation frameworks. …

Independence Of Spectral Contrast Effects Across Different Frequency Regions In Speech Perception, Christian E. Stilp, Matthew B. Winn

Speech Pathology and Audiology Faculty Research and Publications

Identification of speech sounds is influenced by spectral contrast effects (SCEs), the perceptual magnification of spectral differences between successive sounds. SCEs result in the categorization of a target sound being biased away from spectral properties in the preceding acoustic context. Given remarkable consistency in the magnitudes of these contrast effects within the same frequency region, it was hypothesized that they would also show stable relationships across different frequency regions. In this study, normal-hearing listeners’ phoneme categorization and contrast effects were assessed where phonetic contrasts were driven by changes in low-frequency F₁ (“big”-“beg” continuum), mid-frequency F₃ (“dot”-“got”), or high-frequency …

Beyond Mean Length Of Utterance: Novel Measures For Characterizing The Spoken Language Of Autistic Children, Janine Mathee-Scott, Courtney E. Venker

Speech Pathology and Audiology Faculty Research and Publications

Purpose:

Mean length of utterance (MLU) is a common measure of expressive language complexity in young children, including autistic children. However, means, by nature, obscure some information about spread and variability in data. Thus, we aimed to examine a new approach to characterizing linguistic complexity in autistic children by investigating the validity of two novel measures—range of length of utterance (RLU), standard deviation of length of utterance (SDLU)—alongside established measures: MLU and total utterances (TU).

Method:

Participants were 40 autistic children (12 girls, 28 boys; M_age = 41.78 months). Children participated in 10-min, play-based language samples with their caregivers. …

Regulatory Design Choices For Ai: The What, The Who And The How, Aziz Z. Huq

Public Law and Legal Theory Working Papers

This chapter identifies three common design choices that must be made in the course of an effort to regulate artificial intelligence “AI”). By isolating the way in which those different sovereign regulators approach these choices in respect to AI, it is possible to evaluate more clearly the likely effects of regulation, and to better understand aspects of regulatory design that to date have been overlooked. First, the “what” of AI regulation is not just a matter of how “AI” is defined, but also which element of the technology stack is targeted by law: compute, data, or models. Second, the “who” …

Slicing Spontaneity, Lee Anne Fennell

Public Law and Legal Theory Working Papers

No abstract provided.

Redundant Public-Private Enforcement, Zachary D. Clopton

Public Law and Legal Theory Working Papers

Redundancy is a four-letter word. According to courts and scholars, redundant litigation is costly, unfair, and confounding. Modern civil procedure has a (nearly) maximalist preference for centralization, and various rules seek to limit duplicative suits within and across court systems. This seemingly dominant view stands in marked contrast to the reality of the modern regulatory state. Redundant public-private enforcement, in which public and private actors have overlapping authority to enforce the law, is ubiquitous. Redundant enforcement also is noticeably underrepresented in the substantial literature on private and public enforcement, which typically treats government agencies and private attorneys general as substitutes …

The End Of Administrative Pragmatism?, Andrew Hammond, Christopher J. Walker

Articles

For decades, the predominant theory in administrative law has been “administrative pragmatism”—i.e., a vision based on rules and doctrines that balance the interests in empowering agencies to fulfill their statutory mandates while constraining agencies from abusing the discretion Congress has delegated to them. In recent years, however, we have seen an “anti-administrativist” turn at the Supreme Court and, at least to some extent, in the rest of the federal judiciary. Although administrative pragmatism is no longer the predominant theory at the Court, that does not mean it has died. Administrative pragmatism remains the principal theory among administrative law scholars, agency …