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A Randomized Trial Of Behavioral Nudges Delivered Through Text Messages To Increase Influenza Vaccination Among Patients With An Upcoming Primary Care Visit, Mitesh S. Patel, Katherin L. Milkman, Linnea Gandhi, Heather N. Graci, Dena Gromet, Brigitte C. Madrian Jan 2023

A Randomized Trial Of Behavioral Nudges Delivered Through Text Messages To Increase Influenza Vaccination Among Patients With An Upcoming Primary Care Visit, Mitesh S. Patel, Katherin L. Milkman, Linnea Gandhi, Heather N. Graci, Dena Gromet, Brigitte C. Madrian

Faculty Publications

Purpose: To evaluate if nudges delivered by text message prior to an upcoming primary care visit can increase influenza vaccination rates.

Design: Randomized, controlled trial.

Setting: Two health systems in the Northeastern US between September 2020 and March 2021.

Subjects: 74,811 adults.

Interventions: Patients in the 19 intervention arms received 1-2 text messages in the 3 days preceding their appointment that varied in their format, interactivity, and content.

Measures: Influenza vaccination.

Analysis: Intention-to-treat.

Results: Participants had a mean (SD) age of 50.7 (16.2) years; 55.8% (41,771) were female, 70.6% (52,826) were White, and 19.0% (14,222) were Black. Among the interventions, …


Interrelationships In Inventory Turnover Performance Between Supplier And Customer Firms, Joseph J. Henry, Peter Christensen, James C. Brau Jan 2023

Interrelationships In Inventory Turnover Performance Between Supplier And Customer Firms, Joseph J. Henry, Peter Christensen, James C. Brau

Faculty Publications

Using inventory turnover to measure the efficiency of corporate inventory management, we perform econometric analyses to verify whether the inventory efficiency of a firm’s supply chain partners is a statistically significant driver of the firm’s own inventory efficiency. We test two mutually exclusive hypotheses. First, suppliers hold inventory on behalf of customers, effectively displacing inventory up the supply chain and resulting in a negative correlation between supplier and customer inventory turnover. Alternatively, inventory efficiency is integrated along the supply chain, resulting in a positive correlation between supplier and customer inventory turnover. Our bivariate and multivariate analyses of both firm- and …


Data Visualization In 10-K Filings, Theodore E. Christensen, Karson E. Fronk, Joshua A. Lee, Karen K. Nelson Jan 2023

Data Visualization In 10-K Filings, Theodore E. Christensen, Karson E. Fronk, Joshua A. Lee, Karen K. Nelson

Faculty Publications

The Securities and Exchange Commission encourages the presentation of information or data in graphical form to improve users’ ability to understand financial disclosures. We find a dramatic increase in the disclosure of both qualitative and quantitative infographics in 10-K filings over time and substantial cross-sectional variation in firms’ choices regarding image types, data content, and the placement of infographics within 10-Ks. We provide evidence on factors associated with firms’ use of infographics and explore the persistence with which they are disclosed over time. Finally, we investigate the relation between the use of infographics and uncertainty in capital markets.


Managers’ Use Of Humor On Public Earnings Conference Calls, Andrew C. Call, Rachel W> Flam, Joshua A. Lee, Nathan Y. Sharp Jan 2023

Managers’ Use Of Humor On Public Earnings Conference Calls, Andrew C. Call, Rachel W> Flam, Joshua A. Lee, Nathan Y. Sharp

Faculty Publications

Despite the prevalence and importance of humor in interpersonal communication, the disclosure literature is silent on the use of humor in the context of corporate communication. Using a sophisticated machine learning algorithm, we identify managers’ successful uses of humor during public earnings conference calls. When managers use humor on an earnings call, stock market returns and analyst forecast revisions following the call are more positive, primarily because of a muted response to negative earnings news. Consistent with managers’ successful use of humor being a favorable signal of future firm performance, we find no evidence of a return reversal over the …


Does Gender And Ethnic Diversity Among Audit Partners Influence Office-Level Audit Personnel Retention And Audit Quality?, Eric R. Condie, Ling Lei Lisic, Timothy Seidel, J. Mike Truelson, Aleksandra "Ally" B. Zimmerman Jan 2023

Does Gender And Ethnic Diversity Among Audit Partners Influence Office-Level Audit Personnel Retention And Audit Quality?, Eric R. Condie, Ling Lei Lisic, Timothy Seidel, J. Mike Truelson, Aleksandra "Ally" B. Zimmerman

Faculty Publications

Motivated by prior literature on organizational identification and 23 semistructured interviews with a variety of U.S. audit partners and directors, we examine whether the gender and ethnic diversity of an office’s audit partners influences the retention of the office’s audit professionals and the quality of the audits conducted by the office. Using hand-collected data on U.S. audit partners, we find that greater levels of (or changes in) diversity in office audit partners’ gender and ethnicity are associated with lower (reduced) turnover among office audit professionals and higher (increased) office-level audit quality. To provide further insight into the audit quality results, …


The Spillover Effect Of Sec Comment Letters Through Audit Firms, Kenneth L. Bills, Ryan Cating, Chenxi Lin, Timothy Seidel Jan 2023

The Spillover Effect Of Sec Comment Letters Through Audit Firms, Kenneth L. Bills, Ryan Cating, Chenxi Lin, Timothy Seidel

Faculty Publications

This study examines whether auditors serve as a conduit for disseminating Securities and Exchange Commission (SEC) views on reporting and disclosure matters as the result of being privy to clients’ SEC comment letters. This examination is important because auditors’ involvement in, and private access to, clients’ comment letters can enhance the timeliness of dissemination and have a constraining influence on reporting or disclosure choices that diverge from SEC views. Among clients with a greater expectation of impaired goodwill that do not receive a comment letter with a goodwill-related comment, we find a greater likelihood of goodwill impairment when the audit …


In Search Of Founding Era Registers: Automatic Modeling Of Registers From The Corpus Of Founding Era American English, Liina Repo, Brett James Hashimoto, Veronika Laippala Jan 2023

In Search Of Founding Era Registers: Automatic Modeling Of Registers From The Corpus Of Founding Era American English, Liina Repo, Brett James Hashimoto, Veronika Laippala

Faculty Publications

Registers are situationally defined text varieties, such as letters, essays, or news articles, that are considered to be one of the most important predictors of linguistic variation. Often historical databases of language lack register information, which could greatly enhance their usability (e.g. Early English Books Online). This article examines register variation in Late Modern English and automatic register identification in historical corpora. We model register variation in the corpus of Founding Era American English (COFEA) and develop machine-learning methods for automatic register identification in COFEA. We also extract and analyze the most significant grammatical characteristics estimated by the classifier for …


Anyone Can Make A Religious Object: Undoing Spirituality And Contemporary Art, Mark Graham, Clark Goldsberry, Isaac Calvert Jan 2023

Anyone Can Make A Religious Object: Undoing Spirituality And Contemporary Art, Mark Graham, Clark Goldsberry, Isaac Calvert

Faculty Publications

The spiritual dimensions of art and education have been explored for their potential to offer different ways of understanding or representing knowledge and their potential to inspire transcendence or cultivate wholeness. This article examines connections between transcendent or sacred territories of human existence, teaching, and contemporary art. Experiences of walking in the Himalayan mountains with Tibetan Buddhist monks, conversing with rabbis in Jerusalem, and teaching in state school classrooms are used to illustrate connections between education, spirituality, religion, and contemporary art. We seek to understand how the spiritual dimensions of education and contemporary art could be understood through the lenses …


Mindfulness As Art Education, Self-Inquiry, And Artmaking, Mark Graham, Rebecca Lewis Jan 2023

Mindfulness As Art Education, Self-Inquiry, And Artmaking, Mark Graham, Rebecca Lewis

Faculty Publications

This article presents an overview and continuation of a study investigating how artist awareness and critical response might provide a better understanding of mindfulness and its practice within art education. While there are distinct advantages to mindfulness practices in education, these practices might also have problematic aspects, such as helping people conform to oppressive structures in education rather than questioning them. The pandemic of 2020–2021 accentuated student concerns with social, emotional, and mental health and illuminated possible benefits of mindfulness practice. Results show that preservice art education students used mindfulness and data visualization to connect art and self-inquiry. Important findings …


Evaluation Of A Complexity-Based Morphosyntactic Treatment For Children With Language Disorders Of Mixed Etiologies, Kirsten M. Russell Jan 2023

Evaluation Of A Complexity-Based Morphosyntactic Treatment For Children With Language Disorders Of Mixed Etiologies, Kirsten M. Russell

Faculty Publications

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 and for academic learning. Although affected children may receive intervention, progress can be slow. Selecting appropriate treatment targets is critical for effective intervention. Traditional approaches for selecting treatment targets are based on developmental readiness (i.e., developmental) or functional need (i.e., remedial). However, intervention utilizing targets selected by these methods produce only modest results, despite a …


Similar Overall Expression, But Different Profiles, Of Autistic Traits, Sensory Processing, And Mental Health Between Young Adult Males And Females, Garrett Cardon, Miranda Mcquarrie, Savanah Calton, Terisa P. Gabrielsen Jan 2023

Similar Overall Expression, But Different Profiles, Of Autistic Traits, Sensory Processing, And Mental Health Between Young Adult Males And Females, Garrett Cardon, Miranda Mcquarrie, Savanah Calton, Terisa P. Gabrielsen

Faculty Publications

Recent trends suggest that autism is more common in females than traditionally held. Additionally, some argue that females express autistic traits differently than males. Dimensional views of autism could shed light on these issues, especially with regards to understudied behavioral areas, such as sensory processing. We examined autistic traits, sensory processing, anxiety, and related behaviors in a large sample of neurotypical young adult males and females (n = 1122; 556 female; ages 19–26). Participants completed an online survey containing questionnaires related to the above. Between groups statistical analyses, as well as within groups correlations and mediation analyses containing these constructs …


Human Or Ai? Using Digital Behavior To Verify Essay Authorship, David W. Wilson, Parker Burnett, Joseph S. Valacich, Jeffrey L. Jenkins Jan 2023

Human Or Ai? Using Digital Behavior To Verify Essay Authorship, David W. Wilson, Parker Burnett, Joseph S. Valacich, Jeffrey L. Jenkins

Faculty Publications

Large language models (LLMs) such as OpenAI's GPT-4 have transformed natural language processing with their ability to understand context and generate human-like text. This has led to considerable debate, especially in the education sector, where LLMs can enhance learning but also pose challenges to academic integrity. Detecting AIgenerated content (AIGC) is difficult, as existing methods struggle to keep pace with advancements in generation technology. This research proposes a novel approach to AIGC detection in short essays, using digital behavior capture and follow-up questioning to verify text authorship. We executed a controlled experiment as an initial evaluation to test the prototype …


The Association Of Childhood Maltreatment With Internet Addiction: The Serial Mediating Effects Of Cognitive Emotion Regulation Strategies And Depression, Yuan-Yuan Guo, Jing-Jing Gu, James Gaskin, Xue-Qin Yin, Yu-Han Zhang, Jin-Liang Wang Jan 2023

The Association Of Childhood Maltreatment With Internet Addiction: The Serial Mediating Effects Of Cognitive Emotion Regulation Strategies And Depression, Yuan-Yuan Guo, Jing-Jing Gu, James Gaskin, Xue-Qin Yin, Yu-Han Zhang, Jin-Liang Wang

Faculty Publications

Objectives: Childhood maltreatment, cognitive emotion regulation strategies (CERSs), and depression can be important in adolescents’ Internet addiction. The current study aims to investigate the direct effect of childhood maltreatment on Internet addiction and its indirect effects via CERSs and depression.

Participants and setting: 4091 adolescents (age M = 13.64, SD = 1.59; 48.9 % males) were recruited from a public school in China.

Methods: In a cross-sectional design, participants completed the Childhood Trauma Questionnaire-Short Form (CTQ-SF), the Cognitive Emotion Regulation Questionnaire-Short version (CERQ-Short), the Self-Rating Depression Scale (SDS), and the Internet Addiction Test (IAT). A latent structural equation model was …


The Critical Need For Human Capital Measurement Standards And Transparency In Healthcare, Heather Whiteman, Solange Charas, Hieu Bui, Lee S. Webster, James Gaskin Jan 2023

The Critical Need For Human Capital Measurement Standards And Transparency In Healthcare, Heather Whiteman, Solange Charas, Hieu Bui, Lee S. Webster, James Gaskin

Faculty Publications

Despite long histories, the disciplines of healthcare performance analytics and human capital analytics followed parallel but separate tracks during the 19th and 20th centuries. Little has been done to integrate these two analytic disciplines to improve the delivery of medical care and the sustainability of healthcare organizations. Today, there is an increased demand for healthcare to meet the aging world population, spiraling healthcare costs, and a shortage of human resources to meet patient needs. It is imperative that healthcare professionals apply innovations to explore and optimize value from a combined discipline of healthcare human capital measurement and reporting.


Family Home Evening As A Model For Promoting Family Health, Tommy M. Phillips, Jennifer R. Smith, Alice C. Long, Brandan E. Wheeler, Loren D. Marks, Michael Goodman, Trevan Hatch, Sterling K. Wall Jan 2023

Family Home Evening As A Model For Promoting Family Health, Tommy M. Phillips, Jennifer R. Smith, Alice C. Long, Brandan E. Wheeler, Loren D. Marks, Michael Goodman, Trevan Hatch, Sterling K. Wall

Faculty Publications

One hundred thirty-seven married members of the Church of Jesus Christ of Latter-day Saints with children participated in a study of Family Home Evening and its relation to family well-being. Results support previous research suggesting that regular family-level rituals and sacred practices benefit families, marriages, and parent-child relationships. While this study‟s results cannot demonstrate any sort of causal link, they do provide very strong correlational evidence in support of the power and value of regular family-level routines, rituals, and sacred practices, as seen in LDS observance of FHE. Implications for the full universe of families are discussed.


End Matter, Vol. 14 Dec 2022

End Matter, Vol. 14

Monographs of the Western North American Naturalist

No abstract provided.


A Review Of Arctomecon Californica (Papaveraceae) With A Focus On The Species’ Potential For Propagation And Reintroduction And Conservation Needs, Alexander Stosich, Lesley A. Defalco, Sara J. Scoles-Sciulla Dec 2022

A Review Of Arctomecon Californica (Papaveraceae) With A Focus On The Species’ Potential For Propagation And Reintroduction And Conservation Needs, Alexander Stosich, Lesley A. Defalco, Sara J. Scoles-Sciulla

Monographs of the Western North American Naturalist

Las Vegas bearpoppy (Arctomecon californica) occurrences have fluctuated during the past several decades, in part due to interannual variability in rainfall that influences recruitment and mortality events; yet, development in the Las Vegas Valley continues to threaten habitat supporting this species. Arctomecon californica was petitioned for listing under the Endangered Species Act in 2019 and is currently under review to determine whether listing is warranted (USFWS 2020). This review updates species information for A. californica and includes recent insights into the species’ seed ecology, habitat requirements and suitability models, propagation and reintroduction, and pollinator biology. We include information …


End Matter, Vol. 82 No. 4 Dec 2022

End Matter, Vol. 82 No. 4

Western North American Naturalist

No abstract provided.


Women's Power In Hospital-Based Nursing: A Critical Qualitative Study, Kaitlyn C. George, Bret Lyman, Andy Pilarte Alcantara, Maya Stephenson Dec 2022

Women's Power In Hospital-Based Nursing: A Critical Qualitative Study, Kaitlyn C. George, Bret Lyman, Andy Pilarte Alcantara, Maya Stephenson

Faculty Publications

Aim: To understand the factors that affect power in hospital-based nursing and reveal how the female gender affects an individual's ability to feel empowered.

Design: Critical qualitative research design.

Method: Semi-structured interviews were conducted with nurses working in inpatient hospital settings in Utah and New Mexico. Data were collected from February to March 2022. Interviews were analysed using thematic analysis.

Results: Sixteen participants were interviewed. Six themes were identified from the data, four of which related to nurses' power at work, and two of which specifically related to how gender affects a nurse's ability to use power and feel empowered. …


The Unexpected Effectiveness Of Strategically Sparse Cooperation, Neal D. Munson Dec 2022

The Unexpected Effectiveness Of Strategically Sparse Cooperation, Neal D. Munson

Theses and Dissertations

In this work, we will show a result derived from a class of economically inspired multi-agent differential games. The result shows that in the class of games we present, only a sparse cooperation structure is needed by the agents to achieve an outcome that is in a particular sense "optimal". One may expect that to achieve such an outcome, a centralized control or full cooperation would be necessary; it is not. Not only is it not necessary - it is never necessary. We precisely characterize what kind of cooperation IS necessary to attain that kind of optimality. Only the sparsest …


Which Came First, The Money Or The Sex? Cross-Lagged, Indirect Associations Between Financial Management Behaviors And Sexual Satisfaction, Matthew Todd Saxey Dec 2022

Which Came First, The Money Or The Sex? Cross-Lagged, Indirect Associations Between Financial Management Behaviors And Sexual Satisfaction, Matthew Todd Saxey

Theses and Dissertations

Scholars have established cross-sectional connections between how married couples navigate their finances and their sexual relationship. For example, financial management behaviors have been shown to predict sexual satisfaction among newlywed couples. However, we know very little about the direction of the association between financial management behaviors and sexual satisfaction. Understanding which might predict the other, or if there might be a bidirectional association between the two, could provide direction on where to intervene to help newlywed couples with financial and/or sexual obstacles in their marriage. With three waves of dyadic data (N = 1,208 U.S. newlywed couples), I used structural …


Going Cold Turkey? Changes To Faunal Subsistence In The Northern San Juan Region From Basketmaker Ii Through Pueblo Iii, Tenaya Gatrell-Bedard Dec 2022

Going Cold Turkey? Changes To Faunal Subsistence In The Northern San Juan Region From Basketmaker Ii Through Pueblo Iii, Tenaya Gatrell-Bedard

Theses and Dissertations

Previous research in the Northern San Juan Region of the American Southwest has revealed a pattern of change in subsistence patterns from the Basketmaker II through Pueblo III periods. Jonathan C. Driver describes the pattern as: cottontail in Basketmaker III (500 to 750 CE) and Pueblo I (750 to 900 CE), deer in Pueblo II (900 to 1150 CE), and turkey in Pueblo III (1150 to 1350 CE). The transition from deer to turkey as the main subsistence has been recorded at several sites throughout the Northern San Juan Region and is thought to be caused by the overhunting of …


Variation In The M-Opioid Receptor (Oprm1) And Offspring Sex Are Associated With Maternal Behavior In Rhesus Macaques (Macaca Mulatta), Zachary Baron Dec 2022

Variation In The M-Opioid Receptor (Oprm1) And Offspring Sex Are Associated With Maternal Behavior In Rhesus Macaques (Macaca Mulatta), Zachary Baron

Theses and Dissertations

A m-opioid receptor (OPRM1) single-nucleotide-polymorphism, found in both humans and rhesus macaques mediates the mother-infant attachment bond. Because mothers treat their sons and daughters differently, it is somewhat surprising that the role of infant sex has not been assessed in the context of a maternal-OPRM1-genotype-by-infant-sex interaction. The present study investigates the effect of maternal-OPRM1-genotype and infant sex on mother-infant behaviors. Over the first six months of offspring life, mother-infant behavioral data assessing attachment quality was collected twice weekly from a large number of rhesus monkey mother-infant pairs (N=161 dyads; n=64 female infants, n=97 male infants). Mothers were genotyped for OPRM1 …


Low Noise Front End Signal Transport Design For L-Band Phased Array Receivers, Spencer M. Ammermon Dec 2022

Low Noise Front End Signal Transport Design For L-Band Phased Array Receivers, Spencer M. Ammermon

Theses and Dissertations

RF receiver improvements in size, weight, power, and sensitivity are constant goals in the wireless communications community. The combination of phased array antenna systems with high speed analog to digital converters helps engineers meet these goals, because many of the analog components and tasks found in a traditional receive chain are moved into the digital domain. Although the hard work of signal reception is moved into digital signal processing, digital receivers rely on a high performance analog front end to properly condition a signal before analog to digital conversion. In this thesis, two RF front ends are developed for direct …


Do Esl Students Progress An Entire Actfl Proficiency Sublevel In Both Speaking And Writing Each Semester?, Matthew Salvatore Millar Dec 2022

Do Esl Students Progress An Entire Actfl Proficiency Sublevel In Both Speaking And Writing Each Semester?, Matthew Salvatore Millar

Theses and Dissertations

Many intensive English language students take pretests and posttests at the beginning and end of each semester to determine proficiency gains. Nevertheless, it may not be clear what kinds of gains should be expected over the course of a single semester or how those gains might be influenced by factors such as the learner's first language (L1) or prior proficiency. This study used repeated measures ANOVA and nonparametric tests to examine the speaking and writing pretest and posttest scores of 2331 Novice Mid to Advanced Mid ESL learners over a 15-week semester. Results show that while students on average progressed …


Of Bugs And Wildfires: Tracing The Impacts Of Changing Wildfire Regimes On Aquatic Bacteria And Macroinvertebrates Using Edna, Isabella M. Errigo Dec 2022

Of Bugs And Wildfires: Tracing The Impacts Of Changing Wildfire Regimes On Aquatic Bacteria And Macroinvertebrates Using Edna, Isabella M. Errigo

Theses and Dissertations

Human disruption of climate, habitat, and ignition has altered the behavior of wildland fire at local to continental scales. In many regions, novel fire regimes are emerging that threaten to exceed the capacity for local management to protect human wellbeing and ecosystem function. Simultaneous changes in climate, species composition, and fire management have resulted in extreme fire behavior in many regions. For the Western United States, the emerging novel fire regime consists of more frequent, severe, and intense wildfires, with annual area burned by wildfire having doubled and high-severity wildfire area having increased 8-fold since the 1980s. The impacts of …


Interpretive Language And Museum Artwork: How Patrons Respond To Depictions Of Native American And White Settler Encounters--A Thematic Analysis, Holli D. Rogerson Dec 2022

Interpretive Language And Museum Artwork: How Patrons Respond To Depictions Of Native American And White Settler Encounters--A Thematic Analysis, Holli D. Rogerson

Theses and Dissertations

The purpose of this study is to conduct a thematic linguistic analysis of survey responses to museum-quality images depicting various Native American and white settler encounters. The survey asked participants to provide written responses (fill in the blank prompts) to a selection of twelve images composed of photographs and paintings representing one or more of three overarching themes: violence, immersion, and goodwill/collaboration. The research focused on four demographic groups: Latter-day Saints, Native Americans, museum employees, and total participants. Each response was individually analyzed by hand and assigned appropriate classification tags based on the types of words their responses contained including …


Analyzing Patterns Of Complexity In Pre-University L2 English Writing, Zachary M. Lambert Dec 2022

Analyzing Patterns Of Complexity In Pre-University L2 English Writing, Zachary M. Lambert

Theses and Dissertations

The present study involves the creation and analysis of a corpus containing 7747 samples of timed, pre-matriculated L2 English writing from an IEP. The focus of the analysis is on three phrasal complexity measures with time and proficiency as fixed effects, examining their impact on each measure. Results of the analysis suggest that this is true for some phrasal measures, such as nominalizations and attributive adjectives, while others, such as noun-noun phrases, may indicate a lower level of proficiency or lesser allotted writing time. Nominalizations in particular demonstrated a strong relationship with both allotted time and proficiency, further suggesting that …


A Usability Study Of Fido2 Hardware Tokens On Mobile Devices, Stephen Lambert Dec 2022

A Usability Study Of Fido2 Hardware Tokens On Mobile Devices, Stephen Lambert

Theses and Dissertations

Passwords as the primary form of authentication on the web have many issues, such as password re-use across sites and difficulty in remembering secure passwords. The FIDO Alliance has created a passwordless system that has with support from companies like Google, Apple, and Microsoft: FIDO2. Studies have shown so far that users find FIDO2 usable on personal computers, but no work has been published on its usability on mobile devices. I conducted a lab study in which participants used FIDO2 passwordless authentication with hardware tokens on a mobile phone. Participants found FIDO2 usable on mobile devices, but had similar fears …


Examining The Willingness To Communicate (Wtc) Scale With Advanced Foreign Language Learners, Colin Lilya Dec 2022

Examining The Willingness To Communicate (Wtc) Scale With Advanced Foreign Language Learners, Colin Lilya

Theses and Dissertations

This study explored the effectiveness of a Willingness to Communicate (WTC) scale with advanced foreign language (L2) learners. The WTC instrument included sections on communicating with native speakers of the L2 and peer language learners in various settings (at home, abroad, in-class and online). As most prior research had focused on beginning language learners, for this study, we recruited participants who began to learn their respective languages in informal, long-term immersion settings. Participants took the WTC survey as part of a larger self-assessment instrument with a subset of 600 intermediate and advanced level Spanish (n = 339), Portuguese (n = …