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Full-Text Articles in Linguistics

Removing The Masc: Dismantling Gendered Occupations Through Social Work Education, Austin M. Raines Jan 2023

Removing The Masc: Dismantling Gendered Occupations Through Social Work Education, Austin M. Raines

DSW Capstone Projects

The “Masculine mystique” refers to a psychological mask that men wear, enabling them to maintain power and distance themselves from traits associated with femininity” (Kahn, 2009, p. 283). This capstone project seeks to solve the Social Work Grand Challenge of improving the lives that hegemonic masculinity harms and limits. It emphasizes the relationship between the two areas of life (work-home), once thought to exist in different realms but are today more interwoven than ever (Lin & Burgard, 2018; Sok et al., 2014). Men have higher rates of traumatic injuries and exposure to significant physical risks, violence hazards, and stricter normative …


‘A Category Of Their Own’: Quantitative Methods In The Use Of Pile-Sort Data In Perceptual Dialectology, Zachary Ty Gill Jan 2023

‘A Category Of Their Own’: Quantitative Methods In The Use Of Pile-Sort Data In Perceptual Dialectology, Zachary Ty Gill

Theses and Dissertations--Linguistics

The purpose of this study is to investigate how Mississippi Gulf Coast Creoles perceive language differences in their home area. A pile-sort task was carried out in which respondents were given stacks of cards with local communities written on them and instructed to stack together the regions where people “talk the same.” Once the piles were made, the fieldworker discussed their sortings with the respondents. The stacks were analyzed by means of a hierarchal agglomerative cluster analysis and non-parametric multidimensional scaling with k-means cluster analysis overlays to extract the perceived dialect areas. The groupings reveal that respondent strategies are based …


Language Ideologies In Deep South Korea: Voices Of Jeollanamdo English Teachers, Ian Schneider Jan 2023

Language Ideologies In Deep South Korea: Voices Of Jeollanamdo English Teachers, Ian Schneider

Theses and Dissertations--Linguistics

Language ideologies serve as shared beliefs and key frames that link language and society, mediating both macro-level social forces and micro-level interactions. Through this lens, this thesis compares the ideological perspectives and experiences of expatriate and local English teachers working in secondary-level schools in the rural province of Jeollanamdo, South Korea. Through thematic analysis of semi-structured interviews, this study argues for complexity and nuance in how language teachers from distinct backgrounds perceive and negotiate dominant English language ideologies in Korean society. Moreover, these ideological perspectives differ between teachers of local and expatriate backgrounds, or teachers working in urban and rural …


Rhyming Tactics In Korean Hip-Hop With Two Approaches Of English And Korean Syllable Structures, Gihyun Gal Jan 2023

Rhyming Tactics In Korean Hip-Hop With Two Approaches Of English And Korean Syllable Structures, Gihyun Gal

Theses and Dissertations--Linguistics

Rhyming Tactics in Korean Hip-Hop with Two Approaches of English and Korean Syllable Structures

Today, Korean Hip-Hop (KHH) has been slowly moving beyond a localized pop culture through the internet and media. This study finds that rhyming patterns in KHH are much more complex than prior research suggests. Especially, this study focuses on an evolution of Korean Hip-Hop through the time such as since 1989 to 2015. Park (2016) discusses how Korean rappers think about using rhyming tactics as "[m]over, the concept of rhyming was not conceptualized as belonging to the Korean language by most of rappers. Even if rappers …


Perceptual Dialectology Of Tulsan Speakers Of English, Andrew Carter Jan 2023

Perceptual Dialectology Of Tulsan Speakers Of English, Andrew Carter

Theses and Dissertations--Linguistics

The present study analyzes new interviews from fifteen Tulsan speakers of English and maps produced by draw-a-map tasks. The interviews and subsequent map tasks were conducted over the course of the winter of 2021 for the purpose of this thesis and have been analyzed for folk linguistic information about the perceptions of Tulsa and the rest of the state. The study finds that Tulsan speakers hold similar dialectal perceptions about both their own city and other locations as their fellow Oklahomans, and also provides evidence of a deteriorating faith among Tulsans in the existence of the northern-southern dialectal divide compared …


It's Football Time In The Bluegrass!: The Community Of Uk Football Athletes & Fans And Their Shared Language & Religious Practices, Virginia Anderson Jan 2023

It's Football Time In The Bluegrass!: The Community Of Uk Football Athletes & Fans And Their Shared Language & Religious Practices, Virginia Anderson

Theses and Dissertations--Linguistics

This thesis observes how University of Kentucky fans and athletes create both a community and a religious experience surrounding the sport of football through their use of language. Fans and athletes took part in interviews that implicitly asked about religious experiences and community. Once the interviews were completed, they were transcribed and underwent open thematic coding. Themes were gathered from the interviews and compared to determine if the fans and athletes were separate subcommunities or if they were simply part of the at-large University of Kentucky football program community. These themes also aided in determining if and how fans and …


“Local, But Intelligent”: Language Ideologies In The Informant Biographies Of The Linguistic Atlas Project, Nicholas A. Passarelli Jan 2023

“Local, But Intelligent”: Language Ideologies In The Informant Biographies Of The Linguistic Atlas Project, Nicholas A. Passarelli

Theses and Dissertations--Linguistics

This thesis argues for the relevance of the Linguistic Atlas Project (LAP) for studies of language ideologies, indexicality, and enregisterment. The LAP represents the largest dialect survey of North American English to date, offering an abundance of historical linguistic data for research in dialectology, linguistic geography, and variation over space and time. Additionally, the LAP also contains additional sources of sociolinguistic data, including informant biographies — documents written by fieldworkers at the conclusion of the LAP interview that summarize an informant’s demographic profile, as well as their personality, speech, and caliber as an interviewee. Rife with subjective judgments from the …


Evaluation Of Different Machine Learning, Deep Learning And Text Processing Techniques For Hate Speech Detection, Nabil Shawkat Jan 2023

Evaluation Of Different Machine Learning, Deep Learning And Text Processing Techniques For Hate Speech Detection, Nabil Shawkat

Graduate Theses/Dissertations

Social media has become a domain that involves a lot of hate speech. Some users feel entitled to engage in abusive conversations by sending abusive messages, tweets, or photos to other users. It is critical to detect hate speech and prevent innocent users from becoming victims. In this study, I explore the effectiveness and performance of various machine learning methods employing text processing techniques to create a robust system for hate speech identification. I assess the performance of Naïve Bayes, Support Vector Machines, Decision Trees, Random Forests, Logistic Regression, and K Nearest Neighbors using three distinct datasets sourced from social …


“My Work Doesn’T Need To Be Perfect As Long As The Effort Is There”: A Case Study Of Multilingual Student Perceptions Of Labor-Based Grading Contracts In The First-Year Writing Classroom, Allison M. Hosman Jan 2023

“My Work Doesn’T Need To Be Perfect As Long As The Effort Is There”: A Case Study Of Multilingual Student Perceptions Of Labor-Based Grading Contracts In The First-Year Writing Classroom, Allison M. Hosman

All Graduate Theses, Dissertations, and Other Capstone Projects

Recent developments in the fields of both TESOL and Composition indicate a need for conceptualizing and developing assessment practices that support the needs of multilingual writers that are in line with the aims of justice-oriented pedagogies. One such specific pedagogical practice, assessment, has been proposed as an area of pedagogy in which to operationalize approaches that maintain and sustain justice in the multilingual composition classroom. Although contract grading, and more specifically labor-based grading contracts, have been at the center of such recent conversations, few investigations have centered multilingual students, asking how they perceive and understand such an assessment method in …


Phonological Decoding Skill In Braille Readers: Implications For Dyslexia, Lindsay N. Harris, Luis E. Lopez, Ailing Li, Alecia Santuzzi Jan 2023

Phonological Decoding Skill In Braille Readers: Implications For Dyslexia, Lindsay N. Harris, Luis E. Lopez, Ailing Li, Alecia Santuzzi

CISLL Publications

Highly developed phonological decoding ability is essential for leveraging the phonological decoding self-teaching loop to efficiently build a reading lexicon. In the present study we compared the phonological decoding abilities of blind braille-reading (n = 29) and sighted print-reading (n = 22) adults to investigate the possibility that braille’s complexity reduces instances of successful decoding and self-teaching. Such a disturbance of the learning loop would amplify any underlying cognitive deficits in braille readers and contribute to the high rates of learning disability diagnosis observed in blind children. Contrary to expectations, we found that braille readers had a higher …


Bypass Language En Route To Meaning At Your Peril, Lindsay N. Harris, Charles A. Perfetti, Elizabeth Hirshorn Jan 2023

Bypass Language En Route To Meaning At Your Peril, Lindsay N. Harris, Charles A. Perfetti, Elizabeth Hirshorn

CISLL Publications

The learning account of the puzzle of ideography cannot be dismissed as readily as Morin maintains, and is compatible with the standardization account. The reading difficulties of deaf and dyslexic individuals, who cannot easily form connections between written letter strings and spoken words, suggest limits to our ability to bypass speech and reliably access meaning directly from graphic symbols.


Validation Of The English And Swahili Adaptation Of The Patient Health Questionnaire–9 For Use Among Adolescents In Kenya, Albert Kimtai Tele, Liliana Carvajal, Vincent Nyongesa, Jill W. Ahs, Shillah Mwaniga, Joseph Kathono Kathono, Obadia Yator, Simon Njuguna, Ian Kanyanya, Manasi Kumar Jan 2023

Validation Of The English And Swahili Adaptation Of The Patient Health Questionnaire–9 For Use Among Adolescents In Kenya, Albert Kimtai Tele, Liliana Carvajal, Vincent Nyongesa, Jill W. Ahs, Shillah Mwaniga, Joseph Kathono Kathono, Obadia Yator, Simon Njuguna, Ian Kanyanya, Manasi Kumar

Brain and Mind Institute

Purpose: Our study aimed to validate culturally adapted English and Swahili versions of the Patient Health Questionnairee9 (PHQ-9) for use with adolescents in Kenya. Criterion validity was determined with clinician-administered diagnostic interviews using the Kiddie Schedule of Affective Disorders and Schizophrenia.

Methods: A total of 250 adolescents comprising 148 (59.2%) females and 102 (40.8%) males aged 10e19 years (mean ¼ 14.76; standard deviation ¼ 2.78) were recruited. The PHQ-9 was administered to all respondents concurrently in English and Swahili. Adolescents were later interviewed by clinicians using Kiddie Schedule of Affective Disorders and Schizophrenia to determine the presence or …


Rapid Prediction Of Verbs Based On Pronoun Interpretation Is Modulated By Individual Differences In Pronoun Processing, Jeffrey Jack Green Jan 2023

Rapid Prediction Of Verbs Based On Pronoun Interpretation Is Modulated By Individual Differences In Pronoun Processing, Jeffrey Jack Green

Faculty Publications

How quickly can pronoun interpretation affect the prediction of a following verb? Readers were presented with implicit causality contexts in which a specific pronoun and following verb were predictable. N400 and reaction time results indicated that predictable verbs were facilitated relative to unpredictable verbs when following predicted pronouns, suggesting that verbal predictions were rapidly updated based on pronoun interpretation. There was also some evidence for rapid updating of verb predictions after unexpected pronouns, but this was modulated by individual differences. Some readers appear to have placed higher weight on top–down implicit causality predictions to interpret unexpected pronouns, and others on …


Exploring The Effects Of Cross-Cultural Variation And Tourism In Utah English, Zoe Eldredge, Joseph A. Stanley Jan 2023

Exploring The Effects Of Cross-Cultural Variation And Tourism In Utah English, Zoe Eldredge, Joseph A. Stanley

Faculty Publications

Emerging Social Meaning

  • Eckert (2016): sociolinguistic variation is not just a consequence of social change but helps contribute to it.
  • Such changes become enregistered and are linked to groups or personae.
  • Fractal recursivity (Irvine & Gal 2000) may contribute to the beginnings of such differences (e.g. Zhang 2021).


Surzhyk: Attitudes & Usage Among Ukrainian People, Kateryna Kravchenko, Joseph A. Stanley Jan 2023

Surzhyk: Attitudes & Usage Among Ukrainian People, Kateryna Kravchenko, Joseph A. Stanley

Faculty Publications

What is Surzhyk?

  • refers to a range of macaronic (mixed) sociolects of Ukrainian and Russian languages
  • originally meant mixing of two different types of flour (wheat and rye), which is considered a lower grade flour
  • there is no unifying set of characteristics
  • the term is used for norm-breaking, non-obedience to or non-awareness of the rules of the Ukrainian and Russian standard languages
  • it is not Russian-accented Ukrainian


Solving The Cherry-Picking Problem In Legislative History Use – A Corpus-Based Approach For Empirical Intentionalist Legal Interpretation Analysis, Brett James Hashimoto, James Heilpern Jan 2023

Solving The Cherry-Picking Problem In Legislative History Use – A Corpus-Based Approach For Empirical Intentionalist Legal Interpretation Analysis, Brett James Hashimoto, James Heilpern

Faculty Publications

The use of legislative histories under intentionalist/purposivist theories of statutory interpretation is frequently criticized because it can be easily biased (see, e.g., Scheppele, 2012). To date, corpus-based statutory interpretation has relied almost exclusively on textualist theory of legal interpretation. However, corpus linguistic methods are not necessarily bound to any one theory (e.g., Biber & Reppen, 2015). The present study analyses two legislative histories as corpora and compares them against a general corpus of English to determine if interpretative theory makes a meaningful difference in two example cases (Costello v. United States, 2012; Taniguchi v. Kan Saipan Pacific, 2012). Senses of …


Gender Inclusivity In Italian: Can Gender Neutrality Be Reached In A Gendered Language? Difficulties, Proposals And Public Perception Of The Phenomenon, Gaia Prunotto Jan 2023

Gender Inclusivity In Italian: Can Gender Neutrality Be Reached In A Gendered Language? Difficulties, Proposals And Public Perception Of The Phenomenon, Gaia Prunotto

Graduate Theses, Dissertations, and Problem Reports (ETD)

Italian is a gendered language in which reference to grammatical gender has been constant and inevitable. As language reflects and shapes society, grammatical gender reinforces binary views of social gender and the invizibilization of non-binary identities. Movements for social justice have inspired gender-fair linguistic innovations, such as the feminization of job titles and gender-neutral markers, to promote gender equity and challenge hierarchies of power and dominance in society. This research aimed to explore gender-neutral forms in the Italian grammatical system and public perceptions of these innovations through two studies with two groups of participants.

The first group of participants (n=27) …


Neo-Whorfian Examination Of Cross-Linguistic Temporal Discounting Behavior, Piper Connelly Jan 2023

Neo-Whorfian Examination Of Cross-Linguistic Temporal Discounting Behavior, Piper Connelly

Scripps Senior Theses

This study examines differences in temporal discounting tendencies in German and French participants (recruited through Amazon Mechanical Turk) through the lens of Neo-Whorfian cognition and the Linguistic Savings Hypothesis (Chen 2013). The LSH proposes that tendencies towards future-oriented economic decisions can be cognitively explained by literal morphosyntactic conventions of one’s native language. Our experiments (sooner-smaller/larger-later choices, endowment-investment task) failed to produce results aligning with the LSH, but uncovered the importance of controlling for risk appetite when specifically investigating intertemporal choice. There are several fruitful improvements to consider for the future, such as stricter sampling, taking richer detail of time preferences, …


We Can Do This / Juntos Sí Podemos: A Critical Discourse Analysis Of Government-Sponsored Covid-19 Public Service Announcements (Psas) In English And Spanish, Katalina R. Peterson Jan 2023

We Can Do This / Juntos Sí Podemos: A Critical Discourse Analysis Of Government-Sponsored Covid-19 Public Service Announcements (Psas) In English And Spanish, Katalina R. Peterson

Scripps Senior Theses

Communication inequities are known to negatively impact people from socioeconomically and linguistically disadvantaged backgrounds during public health crises (Gomez-Aguinaga et al., 2021). In the United States, Hispanics—especially those who speak Spanish—have been among the communities most disproportionately affected by COVID-19 (National Center for Health Statistics, 2022). The pandemic has underscored the importance of understanding the linguistic and discursive strategies implemented by institutions entrusted with disseminating public health information to reach diverse audiences, especially the most vulnerable. This paper analyzes the linguistic practices used to create public service announcements (PSA) produced in English and Spanish by health agencies at both the …


Conceptual Metaphor Usage In Glenn Youngkin’S 2021 Gubernatorial Campaign, Sara Rose Hotaling Jan 2023

Conceptual Metaphor Usage In Glenn Youngkin’S 2021 Gubernatorial Campaign, Sara Rose Hotaling

Political Science & Geography Faculty Publications

In “Conceptual Metaphor in Everyday Language,” Lakoff and Johnson suggest that conceptual metaphors pervade everyday language and produce the reality of our world. Conceptual metaphors act similarly within the occupational register of political campaigns in that they both support and construct a set of beliefs that become the reality of politicians, political parties, and constituents. In this language research, the conceptual metaphors employed by Virginia Governor Glenn Youngkin during his 2021 gubernatorial campaign were identified, analyzed, and categorized. The corpus of this research consists of two gubernatorial debates, three campaign speeches, and one television interview. An example of conceptual metaphor …


Is Idaho English Really “The Epitome Of Average English”?, Joseph A. Stanley, Katrina Jackson Jan 2023

Is Idaho English Really “The Epitome Of Average English”?, Joseph A. Stanley, Katrina Jackson

Faculty Publications

“Epitome of Average English”?

Preston (1989:64–65) chapter 3: “Where they speak correct English”

  • Indianans ranked all 50 states’ English from most correct to least correct
  • Mississippi’s ratings clustered low.
  • Indiana’s ratings clustered high
  • New York’s was bimodal.
  • Florida’s was uniform.
  • Idaho’s was normally distributed, centered around the middle.

“Idaho… [shows] a remarkably normal histogram… It is, apparently, the epitome of average English for these raters. Perhaps it is a least-caricatured state, meeting the negative definition of Standard English – the variety which displays no known non-standard elements.”


Differences Between Monolinguals And Bilinguals In Phonetic And Phonological Learning And The Connection With Auditory Sensory Memory, Laura Spinu, Jiwon Hwang, Mariana Vasilita Jan 2023

Differences Between Monolinguals And Bilinguals In Phonetic And Phonological Learning And The Connection With Auditory Sensory Memory, Laura Spinu, Jiwon Hwang, Mariana Vasilita

Publications and Research

Bilingualism has been linked with improved function regarding certain aspects of linguistic processing, e.g., novel word acquisition and learning unfamiliar sound patterns. Two non mutually-exclusive approaches might explain these results. One is related to executive function, speculating that more effective learning is achieved through actively choosing relevant information while inhibiting potentially interfering information. While still controversial, executive function enhancements attributed to bilingual experience have been reported for decades. The other approach, understudied to date, emphasizes the role of sensory mechanisms, specifically auditory sensory memory. Bilinguals outperformed monolinguals in tasks involving auditory processing and episodic memory recall, but the questions whether …


Teaching And Researching Revision: Introducing A Tool To Extract Edits From Word Documents, Matthew Baker, Jordan Smith, Scout A. Mcmillan Jan 2023

Teaching And Researching Revision: Introducing A Tool To Extract Edits From Word Documents, Matthew Baker, Jordan Smith, Scout A. Mcmillan

Faculty Publications

As instructors consider the technologies that will disrupt the future of business communication, writing tools enhanced by artificial intelligence (Al)-such as ChatGPT -are probably at the top of the list. Researchers have already begun proposing teaching strategies to overcome the challenges and embrace the opportunities of Al. For example, one study analyzed the performance of Al-generated business writing (AIAfnan, Dishari, Jovic, & Lomidze, 2023). Based on evaluations produced by human graders and plagiarism-detection software, the researchers recommended that business writing instructors use casebased assignments and adjust rubrics to more heavily weight content that Al fails at generating well (e.g., detailed …


Utahns Sound Utahn When They Avoid Sounding Utahn, Joseph A. Stanley Jan 2023

Utahns Sound Utahn When They Avoid Sounding Utahn, Joseph A. Stanley

Faculty Publications

Today’s sociolinguistic variable: realization of post-tonic, unstressed /tən/ – e.g. mountain, button, kitten, satin – Hereafter, a Wellsesque inspirated label: MOUNTAIN – Three main variants:

1. [tʰɨn] • aspirated alveolar stop + reduced vowel + nasal • AmE citation form, formal, careful • Probably accessible by most speakers.

2. [ʔn̩] • glottal stop + syllabic nasal • AmE standard, casual, typical. • The most common for probably all speakers.

3. [ʔɨn] • glottal stop + reduced vowel + nasal • Non-mainstream: found in Utah, New York, and scattered elsewhere (Roberts 2006, Freeman et al. 2012, Eddington & Brown 2021, Davidson …


An Analysis Of Ukrainians’ Language Attitudes And Ideology: A Conflict-Catalyzed Identity Shift, Kateryna Kravchenko, Joseph A. Stanley Jan 2023

An Analysis Of Ukrainians’ Language Attitudes And Ideology: A Conflict-Catalyzed Identity Shift, Kateryna Kravchenko, Joseph A. Stanley

Faculty Publications

Literature Review:

  • Positions of Russian language have traditionally been strong
  • “The State has to ensure the comprehensive development and functioning of the Ukrainian language in all spheres of social life throughout the entire territory of Ukraine” (Constitution of Ukraine, art. 10)
  • The majority of Ukrainians (74%) have never experienced discrimination against Russian speakers by Ukrainian speakers, and 67% have never experienced discrimination against Ukrainian speakers by Russian speakers (Masenko, 2009, pp. 117-119).
  • After 2014, slight changes in attitudes: more positive views towards Ukrainian, worsening of attitudes towards Russian (Kulyk, 2016)


Perceptions Of “Southern” Utah English, Chad Huckvale, Joseph A. Stanley Jan 2023

Perceptions Of “Southern” Utah English, Chad Huckvale, Joseph A. Stanley

Faculty Publications

Utahns generally have negative perceptions of their own speech (Savage 2014, Eddington & Brown 2021, Stanley 2023).

Utahns are aware of certain features in their speech, namely pronunciation of “mountain” (Eddington & Savage 2012; Stanley & Vandiernet 2018; Eddington & Brown 2021, Stanley 2023).

Previous dialectology research (Lillie 1998; Eddington 2022; Stanley 2022) indicates that speech in some areas of Utah are described as “Southern”; this is generally found to differentiate urban vs. rural regions.


Investigating Emerging Bilingual Learner Related Field Experiences In School Psychology Graduate Training, Austin Rogers Jan 2023

Investigating Emerging Bilingual Learner Related Field Experiences In School Psychology Graduate Training, Austin Rogers

All Graduate Theses, Dissertations, and Other Capstone Projects

There is limited research regarding school psychology field and practicum experiences that are devoted to developing skills related to emergent bilingual learners (EBL). This study attempted to better understand what types of EBL-related field and practicum experiences are most influential in preparing school psychologists to feel confident in their ability to provide school psychological services to EBL students. One hundred thirty-five practicing school psychologists were surveyed using a questionnaire focused on the types of EBL-related field and practicum experiences commonly found in exemplary multiculturally-focused school psychology graduate programs and practitioners’ perceptions of their ability to provide a number of services …


Intellect Does Not Have An Accent: The Lived Experiences Of Women Native Speakers Of Spanish With Professional Leadership Positions In United States And Have An Accented English Speech, Isabel E. Rodriguez-Mendoza Jan 2023

Intellect Does Not Have An Accent: The Lived Experiences Of Women Native Speakers Of Spanish With Professional Leadership Positions In United States And Have An Accented English Speech, Isabel E. Rodriguez-Mendoza

All Graduate Theses, Dissertations, and Other Capstone Projects

This qualitative study examined the experiences of eleven multilingual professional women between the ages of 35 and 65 who share the following characteristics: Spanish is their first language; they speak English with an accent and migrated to the United States as adults and are required to engage in public speaking in their professional leadership careers in the United States. The study’s interview process provided participants with a platform to share their voices and stories. The findings discussed how their accents have shaped their leadership careers as well as the social-emotional aspect of their lives through a phenomenological approach.

The emergent …


Academic Acculturation, Linguistic Diversity, And Inclusivity In Online Adult Learning, Jeannie Elizabeth Headley Jan 2023

Academic Acculturation, Linguistic Diversity, And Inclusivity In Online Adult Learning, Jeannie Elizabeth Headley

Walden Dissertations and Doctoral Studies

The problem of practice addressed in this study is that online writing tutors in higher education are challenged to support multilingual adult online learners in the development of standard academic writing, including learners of different English dialects. The purpose of the qualitative basic study was to explore the challenges writing tutors face while supporting multilingual adult online learners in the development of standard academic writing. Social constructivism theory was used to bridge the gap between old concepts and new concepts of writing pedagogy used by participants to mitigate linguistic diversity challenges. Seven one-on-one semistructured interviews were conducted with writing center …


Sample Size Matters In Calculating Pillai Scores, Joseph A. Stanley, Betsy Sneller Jan 2023

Sample Size Matters In Calculating Pillai Scores, Joseph A. Stanley, Betsy Sneller

Faculty Publications

Since their introduction to sociolinguistics by Hay, Warren, and Drager [(2006). J. Phon. (Modell. Sociophon. Var.) 34(4), 458–484], Pillai scores have become a standard metric for quantifying vowel overlap. However, there is no established threshold value for determining whether two vowels are merged, leading to conflicting ad hoc measures. Furthermore, as a parametric measure, Pillai scores are sensitive to sample size. In this paper, we use generated data from a simulated pair of underlyingly merged vowels to demonstrate (1) larger sample sizes yield reliably more accurate Pillai scores, (2) unequal group sizes across the two vowel classes are irrelevant in …