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Social and Behavioral Sciences Commons

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Chapman University

2022

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Articles 1 - 30 of 148

Full-Text Articles in Social and Behavioral Sciences

Natural Selection Of Immune And Metabolic Genes Associated With Health In Two Lowland Bolivian Populations, Amanda J. Lea, Angela Garcia, Jesusa Arevalo, Julien F. Ayroles, Kenneth Buetow, Steve W. Cole, Daniel Eid Rodriguez, Maguin Gutierrez, Heather M. Highland, Paul L. Hooper, Anne Justice, Thomas Kraft, Kari E. North, Jonathan Stieglitz, Hillard Kaplan, Benjamin C. Trumble, Michael Gurven Dec 2022

Natural Selection Of Immune And Metabolic Genes Associated With Health In Two Lowland Bolivian Populations, Amanda J. Lea, Angela Garcia, Jesusa Arevalo, Julien F. Ayroles, Kenneth Buetow, Steve W. Cole, Daniel Eid Rodriguez, Maguin Gutierrez, Heather M. Highland, Paul L. Hooper, Anne Justice, Thomas Kraft, Kari E. North, Jonathan Stieglitz, Hillard Kaplan, Benjamin C. Trumble, Michael Gurven

ESI Publications

A growing body of work has addressed human adaptations to diverse environments using genomic data, but few studies have connected putatively selected alleles to phenotypes, much less among underrepresented populations such as Amerindians. Studies of natural selection and genotype–phenotype relationships in underrepresented populations hold potential to uncover previously undescribed loci underlying evolutionarily and biomedically relevant traits. Here, we worked with the Tsimane and the Moseten, two Amerindian populations inhabiting the Bolivian lowlands. We focused most intensively on the Tsimane, because long-term anthropological work with this group has shown that they have a high burden of both macro and microparasites, as …


Equivalent Hazard Magnitude Scale, Yi Victor Wang, Antonia Sebastian Dec 2022

Equivalent Hazard Magnitude Scale, Yi Victor Wang, Antonia Sebastian

Institute for ECHO Articles and Research

Hazard magnitude scales are widely adopted to facilitate communication regarding hazard events and the corresponding decision making for emergency management. A hazard magnitude scale measures the strength of a hazard event considering the natural forcing phenomena and the severity of the event with respect to average entities at risk. However, existing hazard magnitude scales cannot be easily adapted for comparative analysis across different hazard types. Here, we propose an equivalent hazard magnitude scale to measure the hazard strength of an event across multiple types of hazards. We name the scale the Gardoni Scale after Professor Paolo Gardoni. We design the …


Relative Importance Of Radar Variables For Nowcasting Heavy Rainfall: A Machine Learning Approach, Yi Victor Wang, Seung Hee Kim, Geunsu Lyu, Choeng-Lyong Lee, Gyuwon Lee, Ki-Hong Min, Menas C. Kafatos Dec 2022

Relative Importance Of Radar Variables For Nowcasting Heavy Rainfall: A Machine Learning Approach, Yi Victor Wang, Seung Hee Kim, Geunsu Lyu, Choeng-Lyong Lee, Gyuwon Lee, Ki-Hong Min, Menas C. Kafatos

Institute for ECHO Articles and Research

Highly short-term forecasting, or nowcasting, of heavy rainfall due to rapidly evolving mesoscale convective systems (MCSs) is particularly challenging for traditional numerical weather prediction models. To overcome such a challenge, a growing number of studies have shown significant advantages of using machine learning (ML) modeling techniques with remote sensing data, especially weather radar data, for high-resolution rainfall nowcasting. To improve ML model performance, it is essential first and foremost to quantify the importance of radar variables and identify pertinent predictors of rainfall that can also be associated with domain knowledge. In this study, a set of MCS types consisting of …


A Classical Model Of Speculative Asset Price Dynamics, Sabiou M. Inoua, Vernon L. Smith Dec 2022

A Classical Model Of Speculative Asset Price Dynamics, Sabiou M. Inoua, Vernon L. Smith

ESI Working Papers

In retrospect, the experimental findings on competitive market behavior called for a revival of the old, classical, view of competition as a collective higgling and bargaining process (as opposed to price-taking behaviors) founded on reservation prices (in place of the utility function). In this paper, we specialize the classical methodology to deal with speculation, an important impediment to price stability. The model involves typical features of a field or lab asset market setup and lends itself to an experimental test of its specific predictions; here we use the model to explain three general stylized facts, well established both empirically and …


Spreadsheets And Spaceships: How The Outer Worlds Critiques Corporatocracy, Colonialism And Revolution, Trevor R. Mcnally Dec 2022

Spreadsheets And Spaceships: How The Outer Worlds Critiques Corporatocracy, Colonialism And Revolution, Trevor R. Mcnally

Political Science Student Papers and Posters

With limitations of reality it is difficult for a Political Scientist to explore theoretical government establishments. Multi-media publications allow for the exploration of such governments which may never come to be. The video game “The Outer Worlds” by developer Obsidian Games does just that. Throughout the game the philosophy of Corporatocracy, colonialism and revolution is displayed in an explorative format allowing for a deeper insight into this governmental system. This paper provides an in-depth analysis of the fictional government “Halcyon Holdings Corporation” and their control over the colonial planetary system of Halcyon.


Possible Overestimation Of Nitrogen Dioxide Outgassing During The Beirut 2020 Explosion, Ashraf Farahat, Nayla El-Kork, Ramesh P. Singh, Feng Jing Dec 2022

Possible Overestimation Of Nitrogen Dioxide Outgassing During The Beirut 2020 Explosion, Ashraf Farahat, Nayla El-Kork, Ramesh P. Singh, Feng Jing

Biology, Chemistry, and Environmental Sciences Faculty Articles and Research

On 4 August 2020, a strong explosion occurred near the Beirut seaport, Lebanon and killed more than 200 people and damaged numerous buildings in the vicinity. As Amonium Nitrate (AN) caused the explosion, many studies claimed the release of large amounts of NO2 in the atmosphere may have resulted in a health hazard in Beirut and the vicinity. In order to reasonably evaluate the significance of NO2 amounts released in the atmosphere, it is important to investigate the spatio-temporal distribution of NO2 during and after the blast and compare it to the average day-to-day background emissions from …


Crisisready's Novel Framework For Transdisciplinary Translation: Case-Studies In Wildfire And Hurricane Response, Andrew Schroeder, Caleb Dresser, Akash Yadav, Jennifer Chan, Shenyue Jia, Caroline Buckee, Satchit Balsari Dec 2022

Crisisready's Novel Framework For Transdisciplinary Translation: Case-Studies In Wildfire And Hurricane Response, Andrew Schroeder, Caleb Dresser, Akash Yadav, Jennifer Chan, Shenyue Jia, Caroline Buckee, Satchit Balsari

Institute for ECHO Articles and Research

Extreme weather events including wildfires and hurricanes are becoming increasingly hazardous due to climate change, and often result in transient or permanent population displacements. Disaster-related disruptions in infrastructure, workforce, wages, and social networks can combine with population displacements to result in interruptions in health care access and prolonged impacts on morbidity and mortality. The data needed to make health systems and emergency management approaches more resilient to these hazards, and more responsive to the needs of affected populations, are sequestered in silos across private corporations and public agencies. In two case studies, we describe how our research team at CrisisReady …


An Intersectional Approach To Evaluating The Effectiveness Of Women’S Sexualized Body-Positive Imagery On Instagram, Megan A. Vendemia, Kyla N. Brathwaite, David C. Deandrea Dec 2022

An Intersectional Approach To Evaluating The Effectiveness Of Women’S Sexualized Body-Positive Imagery On Instagram, Megan A. Vendemia, Kyla N. Brathwaite, David C. Deandrea

Communication Faculty Articles and Research

Our work adopted an intersectional approach to investigate how women’s racial identity may influence how they evaluate and are impacted by body-positive imagery of women on social media. In a 2 × 2 × 2 experiment (N = 975), we examined how source race (Black vs White) and sexualization (non-sexualized vs sexualized) in body-positive images affect Black and White viewers’ impressions of self-interest, moral appropriateness, and body positivity. Results indicated that viewers generally responded more favorably to non-sexualized (vs sexualized) images: Participants reported less self-interested motivations for sharing, found the images more morally appropriate, and believed they were more …


25 Years Of Garage Review – Music Documentary Falls Prey To The Same Mistakes That Killed The Scene, Monique Charles Dec 2022

25 Years Of Garage Review – Music Documentary Falls Prey To The Same Mistakes That Killed The Scene, Monique Charles

Sociology Faculty Articles and Research

"A host of veterans from the heyday of the UK’s garage scene (including Heartless Crew, Dane Bowers and members of So Solid Crew) star in 25 Years of Garage, a new documentary co-directed by former promoter Terry Stone.

As an academic who specialises in Black music and advocates for its serious intellectual study, I find it encouraging to see active members of the garage scene documenting the culture.

UK garage was a genre of electronic dance music, which peaked between the late 1990s and early 2000s. Incorporating elements of R&B, jungle and pop, its sound was marked by pitch-shifted vocal …


Review Of Disinformation: The Nature Of Facts And Lies In The Post-Truth Era, Taylor J. Greene Dec 2022

Review Of Disinformation: The Nature Of Facts And Lies In The Post-Truth Era, Taylor J. Greene

Library Articles and Research

A review of Donald A. Barclay's Disinformation: The Nature of Facts and Lies in the Post-Truth Era.


Optimal Patent Licensing—Two Or Three-Part Tariff, Swapnendu Banerjee, Arijit Mukherjee, Sougata Poddar Dec 2022

Optimal Patent Licensing—Two Or Three-Part Tariff, Swapnendu Banerjee, Arijit Mukherjee, Sougata Poddar

Economics Faculty Articles and Research

We look into technology transfer by an insider patentee in a spatial duopoly model under three types of licensing contracts—(i) two-part tariff with fixed fee and per-unit royalty, (ii) two-part tariff with fixed fee and ad-valorem royalty and (iii) general three-part tariff with fixed fee, per-unit and ad-valorem royalties. Under two-part tariff contracts, the licenser is better off with the per-unit royalty contract but the general contract does better than the other contracts. In contrast to the existing literature, all three licensing contracts may make the consumers worse-off compared to no licensing, with the lowest consumer surplus achieved under the …


Untangling The Evolution Of Body-Part Terminology In Pano: Conservative Versus Innovative Traits In Body-Part Lexicalization, Roberto Zariquiey, Javier Vera, Simon J. Greenhill, Pilar Valenzuela, Russell J. Gray, Johann-Mattis List Dec 2022

Untangling The Evolution Of Body-Part Terminology In Pano: Conservative Versus Innovative Traits In Body-Part Lexicalization, Roberto Zariquiey, Javier Vera, Simon J. Greenhill, Pilar Valenzuela, Russell J. Gray, Johann-Mattis List

World Languages and Cultures Faculty Articles and Research

Although language-family specific traits which do not find direct counterparts outside a given language family are usually ignored in quantitative phylogenetic studies, scholars have made ample use of them in qualitative investigations, revealing their potential for identifying language relationships. An example of such a family specific trait are body-part expressions in Pano languages, which are often lexicalized forms, composed of bound roots (also called body-part prefixes in the literature) and non-productive derivative morphemes (called here body-part formatives). We use various statistical methods to demonstrate that whereas body-part roots are generally conservative, body-part formatives exhibit diverse chronologies and are often the …


Bibliography For "A Display Of Books About The Holiday Of Christmas", Isabella Piechota Dec 2022

Bibliography For "A Display Of Books About The Holiday Of Christmas", Isabella Piechota

Library Displays and Bibliographies

A bibliography created to accompany a display about Christmas in December 2022 at the Leatherby Libraries at Chapman University.


Better-Than-Chance Prediction Of Cooperative Behaviour From First And Second Impressions, Eric Schniter, Timothy W. Shields Dec 2022

Better-Than-Chance Prediction Of Cooperative Behaviour From First And Second Impressions, Eric Schniter, Timothy W. Shields

ESI Working Papers

Could cooperation among strangers be facilitated by adaptations that use sparse information to accurately predict cooperative behaviour? We hypothesize that predictions are influenced by beliefs, descriptions, appearance, and behavioural history available for first and second impressions. We also hypothesize that predictions improve when more information is available. We conducted a two-part study. First, we recorded thin-slice videos of university students just before their choices in a repeated Prisoner’s Dilemma with matched partners. Second, a worldwide sample of raters evaluated each player using either videos, photos, only gender labels, or neither images nor labels. Raters guessed players’ first-round Prisoner’s Dilemma choices …


Contingent Payments In Procurement Interactions - Experimental Evidence, Matthew J. Walker, Jason Shachat, Lijia Wei Nov 2022

Contingent Payments In Procurement Interactions - Experimental Evidence, Matthew J. Walker, Jason Shachat, Lijia Wei

ESI Working Papers

A primary objective of creating competition among suppliers is the procurement of higher quality goods and services at lower prices. When procuring non-standard goods, it is often difficult to write a complete specification of desired quality in the contract. Thus, payments to suppliers cannot be perfectly conditioned on the quality provided. We propose a correlated contingent payment contract to mitigate the supplier moral hazard problem while retaining competitive supplier selection based on price. We treat the probability of implementing contingent payments as probabilistic. The selected supplier’s payment is, according to a fixed probability, either the amount of their bid or …


Public Opinion On Illegal Immigration In The United States: Understanding The Xenophobic Sentiments Towards Illegal Immigrants, Alexandra Martinez Nov 2022

Public Opinion On Illegal Immigration In The United States: Understanding The Xenophobic Sentiments Towards Illegal Immigrants, Alexandra Martinez

Student Scholar Symposium Abstracts and Posters

Over the past 10 years, the topic of illegal immigration has divided Americans with the past three presidencies. This paper investigates the relationship between party ID,media exposure, education and religion with the views a person has on illegal immigration. Using the Chapman Survey of American Fears, I found a moderately strong relationship between an individual's party-identification and how much fear
they show towards the topic of illegal immigration throughout the United States. I found that media exposure and a person’s political identification correlates with their views on illegal immigration. Among the interesting findings, I can conclude that individuals with more …


Political Participation: Beyond The Vote, Miriam Elfahdi Nov 2022

Political Participation: Beyond The Vote, Miriam Elfahdi

Student Scholar Symposium Abstracts and Posters

Participation in political and social matters is a core part of democracy. The manner in which people participate varies vastly and can have different outcomes. In this essay I will examine the relationship between respondents' age, income, gender, race, and education level and the way they participate politically. Using reliable data from the American National Election Studies, I will examine the previously listed independent variables to various questions on political participation from the 2020 version of the survey. Among the findings, I find a mild relationship between age and attendance in protests/rallies. These findings point to the importance of analyzing …


The Levels And Discrepancies Of America’S Fear Of Terrorism, Kate Lindfors Nov 2022

The Levels And Discrepancies Of America’S Fear Of Terrorism, Kate Lindfors

Student Scholar Symposium Abstracts and Posters

Within the United States, individuals do not appear to possess an accurate understanding of terrorism and the threat it may pose to Americans. This not only creates inaccurate perceptions of the actual risk levels associated with terrorism in the U.S. but a misunderstanding of the potential sources of terrorist threats and the impact they could have on the country. In this paper, I will examine this misunderstanding of contemporary terrorism, particularly in relation to America’s inflated sense of fear and general misplacement of the threat. In order to examine this topic, I have used the Chapman University Survey on American …


The Influence Of Religion On Immigration Public Opinion, Olga Alvertos Nov 2022

The Influence Of Religion On Immigration Public Opinion, Olga Alvertos

Student Scholar Symposium Abstracts and Posters

This study explores the ways in which the religious beliefs of individuals influence their opinion on immigration and immigration related policy. While seemingly separate topics, the two are interwoven through variables such as party affiliation, education level, and age. Previous studies show a clear correlation between frequent attendance of religious services and positive views on immigration and related policies. This topic has yet to be explored in depth and with reference to frequency of religious attendance. Using ANES data, my goal with this research is to determine if a strong attachment to religion affects public opinion of immigration policy and …


Victimization: Examining The Fear Of Mass Shootings, Isa Alarcon Nov 2022

Victimization: Examining The Fear Of Mass Shootings, Isa Alarcon

Student Scholar Symposium Abstracts and Posters

The matter of safety has been a prevalent concern in our society as crime-related news continues to flood our technological devices and TV screens. The United States has not seen a shortage of mass shootings, especially in the past few months. Past research has suggested that tragic events such as mass shootings create a sense of moral panic and fear amongst the general public, however fear of victimization has not been studied. In this paper, I will explore possible contributing factors to the public’s perceived risk of becoming a victim of mass/random shootings. Using the data collected by the Chapman …


Sociocultural Pressures Among Parents Of Queer Children In Films With Non-Western Environments, Samay Bhasin Nov 2022

Sociocultural Pressures Among Parents Of Queer Children In Films With Non-Western Environments, Samay Bhasin

Student Scholar Symposium Abstracts and Posters

The heteronormative and cisnormative nature of society has required queer individuals to undergo the phenomenon of “coming out” as their queer identity. This phenomenon has the potential to take great tolls on queer individuals especially when it comes to parents. Queer individuals with unaccepting parents are eight times more likely to attempt suicide, six times more likely to experience clinical depression, and three times more likely to suffer under substance abuse (Ryan et al., 2009; Ryan et al., 2010). However despite such concerning statistics, there is still a significant gap in scientific research on creating supportive environments …


Media, Distrust Of Government, And Fear Of Terrorism In The United States, Lauren Rowe Nov 2022

Media, Distrust Of Government, And Fear Of Terrorism In The United States, Lauren Rowe

Student Scholar Symposium Abstracts and Posters

The United States is experiencing a growing threat from domestic terrorism, though there is a relative lack of understanding of this threat by the public, and there is a need to understand how public perceptions of risk have been shaped around the fear of terrorism. This paper explores the impact of various forms of media usage and intake on individual perceptions of terrorism, as well as the ways in which public governmental distrust and party identification relate to the fear of terrorism. Using the results obtained by the Chapman University Survey of American Fears in which data was gathered from …


Social Media Effects On People's Fear Of Terrorism, Cameron Pastore Nov 2022

Social Media Effects On People's Fear Of Terrorism, Cameron Pastore

Student Scholar Symposium Abstracts and Posters

In the past few decades, social media has constantly been upgraded to comply with users' needs. Social media has become a prevalent tool today as many use it to share their thoughts and gain a glimpse into other people's lives, but a lot of people also use social media to obtain news about what is going on in the world and their communities. In this article, I examine social media’s influence on people's fear of a potential terrorist attack on their homeland. The data for this research was obtained through The Chapman University Survey on American Fears (CSAF), conducted in …


Qanon Deconstructed: Faith And Lies, Sam Andrus Nov 2022

Qanon Deconstructed: Faith And Lies, Sam Andrus

Student Scholar Symposium Abstracts and Posters

All prior categorizations of conspiracy theories fall short when applied to the system of belief known as QAnon. This paper first examines the previous literature that laid down a basis for understanding the nature of conspiracies and isolates aspects of the QAnon canon to delineate and test the predictors of belief. The data for this research were obtained from the 2020 wave of the Chapman Survey of American Fears (CSAF) conducted by the Earl Babbie Research Center at Chapman University. Layered crosstabulation tests and multiple linear regression results find that conspiratorial thinking outweighs partisanship when predicting QAnon belief. Strikingly, despite …


The Subjective Variation Among Mexican American Identity: A Comparative Analisis Between The Autobiographical Works Of Richard Rodriguez And Reyna Grande, Victor Leon Nov 2022

The Subjective Variation Among Mexican American Identity: A Comparative Analisis Between The Autobiographical Works Of Richard Rodriguez And Reyna Grande, Victor Leon

Student Scholar Symposium Abstracts and Posters

The population of people who identify as Mexican American has steadily grown parallel to the increase of Mexican immigration to the United States. Ever since the creation of the racial-social group known as Mexican Americans and their subsequent growth, a vast amount and variety of scholarship has been written on what it means to identify as Mexican American. This essay aims to focus on how childhood experiences and development directly impact one's subjective view of Mexican American identity. Understanding Mexican American identity as a clash of two different cultures, Mexican culture and conventional American culture, this essay will perform an …


Biopolitics And Belief: The Impacts Of Religious Attitudes On Reproductive Rights In The U.S., Katlyn Barbaccia Nov 2022

Biopolitics And Belief: The Impacts Of Religious Attitudes On Reproductive Rights In The U.S., Katlyn Barbaccia

Student Scholar Symposium Abstracts and Posters

On June 24, 2022, the U.S. Supreme Court ruled to overturn Roe v. Wade (1973)—a groundbreaking case that legalized the right to have an abortion—which signified a deep rift in the nation between the opinions of its lawmakers and citizens in the wake of a widening partisan gap. Biopower, according to Foucault, can be defined as the governing of bodies wherein citizens are stripped of bodily autonomy and are closely regulated by the nation-state. Manifested in political consequences, this can be defined as biopolitics, or when the nation-state’s ideas are made into a reality in the political realm. …


"Why This Post Now?" : Dramaturging Politics And Social Media, Kennedy Kemmerer Nov 2022

"Why This Post Now?" : Dramaturging Politics And Social Media, Kennedy Kemmerer

Student Scholar Symposium Abstracts and Posters

Political events have always been influenced by the media, but social media has provided a much stronger influence than the typical newspaper or radio. Users of social media accounts (Instagram, Twitter, Facebook, TikTok, etc.) have the opportunity to share whatever they want, to whoever they want, whenever they want. While social media has given immense opportunity for artists and creators alike, it has also given way for creators to participate in uninformed performance, whether intended or not, with their content. Are social media consumers considering whether content, specifically political content, is actually true or are they accepting it at face …


The Dream Machine: The Convergence Of Hallucination And Content Creation, Com 304-03, Creative & Cultural Industries In Practice Nov 2022

The Dream Machine: The Convergence Of Hallucination And Content Creation, Com 304-03, Creative & Cultural Industries In Practice

Student Scholar Symposium Abstracts and Posters

Our research project focuses on how a social media campaign was designed and implemented to explore the ways in which people engaged with the ideas of dreams and hallucinations. Specifically, the class project involved working collectively, and in four dedicated groups, to build a dream machine. The four groups were: designers and creators, who constructed the dream machine; social media recorders, who developed a multi-platform media campaign for the project from inception to implementation, including documenting how the other groups worked and researched their areas; music composers who designed a soundtrack to accompany the machine; and multi-media poster designers, who …


The Student Athlete Wellness Portal: Translating Student Athletes’ Prescription Opioid Use Narratives Into A Targeted Public Health Intervention, Anne E. Pezalla, Hyejeong Choi, Francis Mckee, Michelle Miller-Day, Michael L. Hecht Nov 2022

The Student Athlete Wellness Portal: Translating Student Athletes’ Prescription Opioid Use Narratives Into A Targeted Public Health Intervention, Anne E. Pezalla, Hyejeong Choi, Francis Mckee, Michelle Miller-Day, Michael L. Hecht

Communication Faculty Articles and Research

Background and Objectives: The opioid epidemic has permeated all strata of society over the last two decades, especially within the adolescent student athletic environment, a group particularly at risk and presenting their own challenges for science and practice. This paper (a) describes the development of a web-based intervention called the Student Athlete Wellness Portal that models effective opioid misuse resistance strategies and (b) details the findings of a single-group design to test its effectiveness. Materials and Methods: Formative research included 35 student athletes residing in the United States, ages 14 to 21, who had been injured in their …


Exposure To Unpredictability And Mental Health: Validation Of The Brief Version Of The Questionnaire Of Unpredictability In Childhood (Quic-5) In English And Spanish, Natasha G. Lindert, Megan Y. Maxwell, Sabrina R. Liu, Hal S. Stern, Tallie Z. Baram, Elysia Poggi Davis, Victoria B. Risbrough, Dewleen G. Baker, Caroline M. Nievergelt, Laura M. Glynn Nov 2022

Exposure To Unpredictability And Mental Health: Validation Of The Brief Version Of The Questionnaire Of Unpredictability In Childhood (Quic-5) In English And Spanish, Natasha G. Lindert, Megan Y. Maxwell, Sabrina R. Liu, Hal S. Stern, Tallie Z. Baram, Elysia Poggi Davis, Victoria B. Risbrough, Dewleen G. Baker, Caroline M. Nievergelt, Laura M. Glynn

Psychology Faculty Articles and Research

Unpredictability is increasingly recognized as a primary dimension of early life adversity affecting lifespan mental health trajectories; screening for these experiences is therefore vital. The Questionnaire of Unpredictability in Childhood (QUIC) is a 38-item tool that measures unpredictability in childhood in social, emotional and physical domains. The available evidence indicates that exposure to unpredictable experiences measured with the QUIC predicts internalizing symptoms including depression and anxiety. The purpose of the present study was to validate English and Spanish brief versions (QUIC-5) suitable for administration in time-limited settings (e.g., clinical care settings, large-scale epidemiological studies). Five representative items were identified from …