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Smith College

2021

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Peer Effects And Recidivism: The Role Of Race And Age, Kegon Teng Kok Tan, Mariyana Zapryanova Dec 2021

Peer Effects And Recidivism: The Role Of Race And Age, Kegon Teng Kok Tan, Mariyana Zapryanova

Economics: Faculty Publications

Recidivism rates are a growing concern due to the high cost of imprisonment and the high rate of ex-prisoners returning back to prison. One policy-relevant and potentially important determinant of recidivism is the composition of peer inmates. In this paper, we study the role of peer effects within a correctional facility using data on almost 80,000 individuals serving time in Georgia. We exploit randomness in peer-composition over time within prisons to identify effects of peers on recidivism rates. We find no evidence of peer effects for property or drug-related crimes in the general prison population. However, we find strong peer …


Barriers To Medication Abortion Among Massachusetts’ Public University Students: Medication Abortion Barriers, Carrie N. Baker, Julia Mathis Dec 2021

Barriers To Medication Abortion Among Massachusetts’ Public University Students: Medication Abortion Barriers, Carrie N. Baker, Julia Mathis

Study of Women and Gender: Faculty Publications

Objective

Proposed legislation in Massachusetts would require public university health centers to provide medication abortion services on campus. This study assesses need for these services by investigating current travel time, costs, wait times and insurance acceptance at off-campus, abortion-providing facilities nearest to public universities in Massachusetts.

Study Design

This investigation projected the total number of medication abortions of students at 13 Massachusetts public universities based on campus enrollment figures and age- and state-adjusted medication abortion rates in the state. Using a cross-sectional study design, the research calculated the distance and public transit time from campuses to the nearest abortion-providing facilities. …


Limited Range-Filling Among Endemic Forest Herbs Of Eastern North America And Its Implications For Conservation With Climate Change, Stephanie K. Erlandson, Jesse Bellemare, David A. Moeller Dec 2021

Limited Range-Filling Among Endemic Forest Herbs Of Eastern North America And Its Implications For Conservation With Climate Change, Stephanie K. Erlandson, Jesse Bellemare, David A. Moeller

Biological Sciences: Faculty Publications

Biodiversity hotspots host a high diversity of narrowly distributed endemic species, which are increasingly threatened by climate change. In eastern North America, the highest concentration of plant diversity and endemism occurs in the Southern Appalachian Mountains (SAM). It has been hypothesized that this region served as a refugium during Pleistocene glacial cycles and that postglacial migration northward was dispersal limited. We tested this hypothesis using species distribution models for eight forest herb species. We also quantified the extent to which the geography of suitable habitat shifted away from the current range with climate change. We developed species distribution models for …


Insight Into The Evolution Of Anuran Foot Flag Displays: A Comparative Study Of Color And Kinematics, Nigel K. Anderson, K. V. Gururaja, Lisa A. Mangiamele, Erin C. Netoskie, Sarah Smith, Matthew J. Fuxjager, Doris Preininger Dec 2021

Insight Into The Evolution Of Anuran Foot Flag Displays: A Comparative Study Of Color And Kinematics, Nigel K. Anderson, K. V. Gururaja, Lisa A. Mangiamele, Erin C. Netoskie, Sarah Smith, Matthew J. Fuxjager, Doris Preininger

Biological Sciences: Faculty Publications

Understanding how complex animal displays evolve is a major goal of evolutionary organismal biology. Here, we study this topic by comparing convergently evolved gestural displays in two unrelated species of frog (Bornean Rock Frog, Staurois parvus, and Kottigehara Dancing Frog, Micrixalus kottigeharensis). This behavior, known as a foot flag, is produced when a male ?waves' his hindlimb at another male during bouts of competition for access to mates. We assess patterns of variation in the color of frog feet and the kinematics of the display itself to help pinpoint similarities and differences of the visual signal elements. We find clear …


Contributions Of Emotion Regulation And Brain Structure And Function To Adolescent Internalizing Problems And Stress Vulnerability During The Covid-19 Pandemic: A Longitudinal Study, David G. Weissman, Alexandra M. Rodman, Maya L. Rosen, Steven Kasparek, Makeda Mayes, Margaret A. Sheridan, Lilliana J. Lengua, Andrew N. Meltzoff, Katie A. Mclaughlin Dec 2021

Contributions Of Emotion Regulation And Brain Structure And Function To Adolescent Internalizing Problems And Stress Vulnerability During The Covid-19 Pandemic: A Longitudinal Study, David G. Weissman, Alexandra M. Rodman, Maya L. Rosen, Steven Kasparek, Makeda Mayes, Margaret A. Sheridan, Lilliana J. Lengua, Andrew N. Meltzoff, Katie A. Mclaughlin

Neuroscience: Faculty Publications

Background: Adolescence is a period of increased vulnerability for internalizing problems, particularly following stressful life events. We examined how emotion regulation and brain structure and function were associated with internalizing problems during the COVID-19 pandemic and moderated the association between pandemic-related stressors and internalizing problems. Methods: Data are from a longitudinal sample (N = 145, age range, 10–15 years) strategically assessed at 3 crucial time points: before the COVID-19 pandemic, early during the stay-at-home order period, and again 6 months later. We examined associations of amygdala and hippocampal volume and amygdala activation during an emotional processing task before the pandemic, …


Unusual Intraclast Conglomerates In A Stormy, Hot-House Lake: The Early Triassic North China Basin, Kaixuan Ji, Paul B. Wignall, Jeff Peakall, Jinnan Tong, Daoliang Chu, Sara B. Pruss Dec 2021

Unusual Intraclast Conglomerates In A Stormy, Hot-House Lake: The Early Triassic North China Basin, Kaixuan Ji, Paul B. Wignall, Jeff Peakall, Jinnan Tong, Daoliang Chu, Sara B. Pruss

Geosciences: Faculty Publications

Early Triassic temperatures were some of the hottest of the Phanerozoic, sea-surface temperatures approached 40°C, with profound consequences for both the sedimentology and faunal distributions in the oceans. However, the impact of these temperatures in terrestrial settings is unclear. This study examines shallow lacustrine sediments from the Lower Triassic succession of North China. These consist of diverse fluvial to shallow lacustrine sandstones and also spectacular, coarse conglomerates composed of diverse, intraformational clasts reworked from the interbedded sediments. The conglomerate beds can show inverse grading and high angle, flat-pebble imbrication in their lower part and vertically orientated flat pebbles in their …


Investigating Strike-Slip Faulting Parallel To The Icelandic Plate Boundary Using Boundary Element Models, Anna E.R. Pearson, John P. Loveless Dec 2021

Investigating Strike-Slip Faulting Parallel To The Icelandic Plate Boundary Using Boundary Element Models, Anna E.R. Pearson, John P. Loveless

Geosciences: Faculty Publications

Most faults in Iceland strike roughly parallel to the divergent plate boundary, a part of the North American-Eurasian plate boundary, which would be expected to lead to primarily normal faulting. However, several studies have observed a significant component of rift-parallel strike-slip faulting in Iceland. To investigate these fault kinematics, we use the boundary element method to model fault slip and crustal stress patterns of the Icelandic tectonic system, including a spherical hotspot and uniaxial stress that represents rifting. On a network of faults, we estimate the slip required to relieve traction imposed by hotspot inflation and remote rifting stress and …


Uncovering The Intricacies Of The Clinical Intake Assessment: How Clinicians Prioritize Information In Complex Contexts, Margaret M. O'Neill, Ora Nakash Dec 2021

Uncovering The Intricacies Of The Clinical Intake Assessment: How Clinicians Prioritize Information In Complex Contexts, Margaret M. O'Neill, Ora Nakash

School for Social Work: Faculty Publications

Objective: Based on a single intake interview, mental health clinicians must distill their assessment to brief statements reflecting essential information. We explored how clinicians organize and prioritize the clinical information they collect during the initial assessment of their clients. Method: We conducted in-depth semistructured interviews with a convenience sample of 38 clinicians in four community-and hospital-based mental health clinics in Israel. Clinicians were interviewed immediately following an intake session with 117 clients and were asked about the client’s main problem, evaluation process, rapport with the client, and role of sociocultural factors in assessment. We identified primary themes across interviews. Results: …


Sedimentary Dna And Molecular Evidence For Early Human Occupation Of The Faroe Islands, Lorelei Curtin, William J. D’Andrea, Nicholas L. Balascio, Sabrina Shirazi, Beth Shapiro, Gregory A. De Wet, Raymond S. Bradley, Jostein Bakke Dec 2021

Sedimentary Dna And Molecular Evidence For Early Human Occupation Of The Faroe Islands, Lorelei Curtin, William J. D’Andrea, Nicholas L. Balascio, Sabrina Shirazi, Beth Shapiro, Gregory A. De Wet, Raymond S. Bradley, Jostein Bakke

Geosciences: Faculty Publications

The Faroe Islands, a North Atlantic archipelago between Norway and Iceland, were settled by Viking explorers in the mid-9th century CE. However, several indirect lines of evidence suggest earlier occupation of the Faroes by people from the British Isles. Here, we present sedimentary ancient DNA and molecular fecal biomarker evidence from a lake sediment core proximal to a prominent archaeological site in the Faroe Islands to establish the earliest date for the arrival of people in the watershed. Our results reveal an increase in fecal biomarker concentrations and the first appearance of sheep DNA at 500 CE (95% confidence interval …


The Philosophy Of Outliers: Reintegrating Rare Events Into Biological Science, Chelsea N. Cook, Angela R. Freeman, James C. Liao, Lisa A. Mangiamele Dec 2021

The Philosophy Of Outliers: Reintegrating Rare Events Into Biological Science, Chelsea N. Cook, Angela R. Freeman, James C. Liao, Lisa A. Mangiamele

Biological Sciences: Faculty Publications

Individual variation in morphology, physiology, and behavior has been a topic of great interest in the biological sciences.While scientists realize the importance of understanding diversity in individual phenotypes, historically the minority results (i.e., outlier observations or rare events) of any given experiment have been dismissed from further analysis. We need to reframe how we view outliers to improve our understanding of biology. These rare events are often treated as problematic or spurious, when they can be real rare events or individuals driving evolution in a population. It is our perspective that to understand what outliers can tell us in our …


Neural Mechanisms Underlying The Income-Achievement Gap: The Role Of The Ventral Visual Stream, Maya L. Rosen, Lucy A. Lurie, Kelly A. Sambrook, Andrew N. Meltzoff, Katie A. Mclaughlin Dec 2021

Neural Mechanisms Underlying The Income-Achievement Gap: The Role Of The Ventral Visual Stream, Maya L. Rosen, Lucy A. Lurie, Kelly A. Sambrook, Andrew N. Meltzoff, Katie A. Mclaughlin

Neuroscience: Faculty Publications

Children from low-socioeconomic status (SES) households on average exhibit lower academic achievement than their higher-SES peers. We investigated a novel hypothesis that differences in early-developing sensory networks—specifically the ventral visual stream (VVS), which is involved in processing visual stimuli—contribute to SES-related disparities in executive functions (EF) and academic outcomes. We used fMRI to investigate SES-related differences in neural function in children (6–8 years, n = 62) during two attentional tasks involving attention to visual information: cued attention and memory-guided attention. Recruitment of VVS during both tasks was associated with EF and academic achievement, and SES-related differences in VVS activation during …


Beyond Counting Words: A Paradigm Shift For The Study Of Language Acquisition, Lillian R. Masek, Alexus G. Ramirez, Brianna T.M. Mcmillan, Kathy Hirsh-Pasek, Roberta Michnick Golinkoff Dec 2021

Beyond Counting Words: A Paradigm Shift For The Study Of Language Acquisition, Lillian R. Masek, Alexus G. Ramirez, Brianna T.M. Mcmillan, Kathy Hirsh-Pasek, Roberta Michnick Golinkoff

Psychology: Faculty Publications

The 30-million-word gap, the quantified difference in the amount of speech that children growing up in low-resourced homes hear compared to their peers from high-resourced homes, is a phrase that has entered the collective consciousness. In the discussion of quantity, the complex and nuanced environments in which children learn language were distilled into a singular metric—number of words. In this article, we propose examining children’s language environments by focusing on what caregivers communicate to children and how they communicate it. Focusing on the features of the language environment promotes a more inclusive approach to understanding how children learn and the …


Exceptional Subjects: Koreans, Settler Colonialism, And Imperial Subjecthood In The Russian Far East, 1860s-1917, Sergey Glebov Nov 2021

Exceptional Subjects: Koreans, Settler Colonialism, And Imperial Subjecthood In The Russian Far East, 1860s-1917, Sergey Glebov

History: Faculty Publications

This article traces debates and policies of the Russian imperial administrators toward the Korean population in the Far Eastern provinces of the Russian Empire. Koreans were initially treated as de facto members of the peasant estate, and in the 1890s many were granted the status of Russian subjects. Yet the rise of settler colonialism and a nationalizing empire from the 1880s, and especially after the Russian revolution of 1905, complicated the issue of Korean subjecthood and led to policies that excluded Koreans from the regulations normally applicable to peasants, such as the right to increased land allotments. At the same …


A New Phosphatized Ophiuroid From The Lower Triassic Of Nevada And Its Position In The Evolutionary History Of The Ophiuroidea (Echinodermata), Ben Thuy, Vivienne Maxwell, Sara B. Pruss Nov 2021

A New Phosphatized Ophiuroid From The Lower Triassic Of Nevada And Its Position In The Evolutionary History Of The Ophiuroidea (Echinodermata), Ben Thuy, Vivienne Maxwell, Sara B. Pruss

Geosciences: Faculty Publications

The Lower Triassic fossil record of brittle stars is relatively rich, yet most records published to date are based on poorly preserved or insufficiently known fossils. This hampers exhaustive morphological analyses, comparison with recent relatives or inclusion of Early Triassic ophiuroid taxa in phylogenetic estimates. Here, we describe a new ophiuroid from the Lower Triassic of Nevada, preserved as phosphatized skeletal parts and assigned to the new taxon Ophiosuperstes praeparvus gen. et sp. nov Maxwell, V. Pruss. S.B. This unusual preservation of the fossils allowed for acid-extraction of an entire suite of dissociated skeletal parts, including lateral arm plates, ventral …


Anger And Our Humanity: Transhumanists Stoke The Flames Of An Ancient Conflict, Susan B. Levin Nov 2021

Anger And Our Humanity: Transhumanists Stoke The Flames Of An Ancient Conflict, Susan B. Levin

Philosophy: Faculty Publications

This paper presents Stoicism as, in broad historical terms, the point of origin in Western thought of an extreme form of rational essentialism that persists today in the debate over human bioenhancement. Advocates of “radical” enhancement (or transhumanists) would have us codify extreme rational essentialism through manipulation of genes and the brain to maximize rational ability and eliminate the capacity for emotions deemed unsalutary. They, like Stoics, see anger as especially dangerous. The ancient dispute between Stoics and Aristotle over the nature and permissibility of anger has contemporary analogues. I argue that, on the merits, this controversy should, finally, be …


Satcon2: Executive Summary, Jeffrey Hall, Constance Walker, Meredith Rawls, Jonathan Mcdowell, Robert Seaman, Aparna Venkatesan, J. D. Lowenthal, Richard Green, Kelsie Krafton, Joel Parriott Nov 2021

Satcon2: Executive Summary, Jeffrey Hall, Constance Walker, Meredith Rawls, Jonathan Mcdowell, Robert Seaman, Aparna Venkatesan, J. D. Lowenthal, Richard Green, Kelsie Krafton, Joel Parriott

Astronomy: Faculty Publications

About twenty years ago, rapid advances in technology led to the viability of lightemitting diodes (LEDs) as outdoor lighting. With compelling operational and economic reasons to make the shift from legacy gas-discharge systems, communities around the world began installing white LEDs as their lighting of choice. In time, the side effects of the vastly increased sky glow and blue-rich spectral distribution of white LEDs became apparent, negatively impacting not only ground-based professional and amateur astronomy but also casual appreciation of the sky, flora and fauna, and human health.

Today, we are in the initial years of an analogous watershed moment, …


Satcon2: Community Engagement Working Group Report, Aparna Venkatesan, J. D. Lowenthal, Doug Arion, Fernando Avila Castro, Michele Bannister, John Barentine, David Begay, Juan-Carlos Chavez, Sally Carttar, Et Al Nov 2021

Satcon2: Community Engagement Working Group Report, Aparna Venkatesan, J. D. Lowenthal, Doug Arion, Fernando Avila Castro, Michele Bannister, John Barentine, David Begay, Juan-Carlos Chavez, Sally Carttar, Et Al

Astronomy: Faculty Publications

The SATCON2 Community Engagement Working Group aimed to engage a broad and diverse swath of stakeholders in dark skies and near-Earth space who are impacted by large mega-constellations of tens of thousands of low-Earth orbit (LEO) satellites, beyond professional astronomy alone. The working group consisted of 22 members across 23 time zones including professional and amateur astronomers, members of sovereign Indigenous/First Nations communities, dark-sky advocates, planetarium professionals, and environmental/ecological non-governmental organizations. We set out to work together towards a new and effective conceptual, ethical, legal, and regulatory framework for the protection and sustainability of space and the night sky as …


Molecular Design Of Polymer Coatings Capable Of Photo-Triggered Stress Relaxation Via Dynamic Covalent Bond Exchange, Autumn M. Mineo, Maren E. Buck, Reika Katsumata Nov 2021

Molecular Design Of Polymer Coatings Capable Of Photo-Triggered Stress Relaxation Via Dynamic Covalent Bond Exchange, Autumn M. Mineo, Maren E. Buck, Reika Katsumata

Chemistry: Faculty Publications

Polymer coatings are frequently used to modify surface properties of inorganic substrates. However, the disparity in physical properties between polymer film and substrate often leads to residual stress development, which can be deleterious to the overall performance of coated materials. This work reports the molecular design of polymer films that dissipate stress upon irradiation with ultraviolet (UV) light. These polymers are synthesized by post-polymerization modification of the reactive polymer, poly(2-vinyl-4,4-dimethyl azlactone), to introduce dynamic crosslinks capable of light-initiated addition transfer fragmentation chemistry. Using a custom-built optical cantilever, contrasting film stress responses are observed between films containing dynamic bonds and analogous …


Cu-Catalyzed Phenol O-Methylation With Methylboronic Acid, Mairead E. Bartlett, Yingchuan Zhu, Uma Bhagwat Gaffney, Joyce Lee, Miranda Wu, Betemariam Sharew, Angela K. Chavez, David J. Gorin Nov 2021

Cu-Catalyzed Phenol O-Methylation With Methylboronic Acid, Mairead E. Bartlett, Yingchuan Zhu, Uma Bhagwat Gaffney, Joyce Lee, Miranda Wu, Betemariam Sharew, Angela K. Chavez, David J. Gorin

Chemistry: Faculty Publications

A Cu-catalyzed oxidative cross-coupling of phenols with methylboronic acid to form aryl methyl ethers has been developed, expanding the scope of Chan-Evans-Lam alkylation. Electron-deficient phenol derivatives with a broad array of functional groups are methylated in high yields. Increased reaction temperature and catalyst loading enables the methylation of substrates incorporating pyridine and dihydroquinolone motifs. Electron-rich phenol derivatives are poor substrates for the methylation; the characterization of C−H homodimerization products formed from these substrates illuminates a competing mechanistic pathway.


Social Selectivity And Social Motivation In Voles, Annaliese K. Beery, Sarah A. Lopez, Katrina L. Blandino, Nicole S. Lee, Natalie S. Bourdon Nov 2021

Social Selectivity And Social Motivation In Voles, Annaliese K. Beery, Sarah A. Lopez, Katrina L. Blandino, Nicole S. Lee, Natalie S. Bourdon

Neuroscience: Faculty Publications

Selective relationships are fundamental to humans and many other animals, but relationships between mates, family members, or peers may be mediated differently. We examined connections between social reward and social selectivity, aggression, and oxytocin receptor signaling pathways in rodents that naturally form enduring, selective relationships with mates and peers (monogamous prairie voles) or peers (group-living meadow voles). Female prairie and meadow voles worked harder to access familiar versus unfamiliar individuals, regardless of sex, and huddled extensively with familiar subjects. Male prairie voles displayed strongly selective huddling preferences for familiar animals, but only worked harder to repeatedly access females versus males, …


Diagnostics To Support Elimination Of Lymphatic Filariasis-Development Of Two Target Product Profiles, Kimberly Y. Won, Katherine Gass, Marco Biamonte, Daniel Argaw Dagne, Camilla Ducker, Christopher Hanna, Achim Hoerauf, Patrick J. Lammie, Sammy M. Njenga, Rahmah Noordin, Kapa D. Ramaiah, Reda Ramzy, Ronaldo G.Carvalho Scholte, Anthony W. Solomon, Ashley A. Souza, Jordan Tappero, Emily Toubali, Gary J. Weil, Steven A. Williams, Jonathan D. King Nov 2021

Diagnostics To Support Elimination Of Lymphatic Filariasis-Development Of Two Target Product Profiles, Kimberly Y. Won, Katherine Gass, Marco Biamonte, Daniel Argaw Dagne, Camilla Ducker, Christopher Hanna, Achim Hoerauf, Patrick J. Lammie, Sammy M. Njenga, Rahmah Noordin, Kapa D. Ramaiah, Reda Ramzy, Ronaldo G.Carvalho Scholte, Anthony W. Solomon, Ashley A. Souza, Jordan Tappero, Emily Toubali, Gary J. Weil, Steven A. Williams, Jonathan D. King

Biological Sciences: Faculty Publications

As lymphatic filariasis (LF) programs move closer to established targets for validation elimination of LF as a public health problem, diagnostic tools capable of supporting the needs of the programs are critical for success. Known limitations of existing diagnostic tools make it challenging to have confidence that program endpoints have been achieved. In 2019, the World Health Organization (WHO) established a Diagnostic Technical Advisory Group (DTAG) for Neglected Tropical Diseases tasked with prioritizing diagnostic needs including defining use-cases and target product profiles (TPPs) for needed tools. Subsequently, disease-specific DTAG subgroups, including one focused on LF, were established to develop TPPs …


Quantitative Super-Resolution Microscopy To Assess Adhesion Of Neuronal Cells On Single-Layer Graphene Substrates, Silvia Scalisi, Francesca Pennacchietti, Sandeep Keshavan, Nathan D. Derr, Alberto Diaspro, Dario Pisignano, Agnieszka Pierzynska-Mach, Silvia Dante, Francesca Cella Zanacchi Nov 2021

Quantitative Super-Resolution Microscopy To Assess Adhesion Of Neuronal Cells On Single-Layer Graphene Substrates, Silvia Scalisi, Francesca Pennacchietti, Sandeep Keshavan, Nathan D. Derr, Alberto Diaspro, Dario Pisignano, Agnieszka Pierzynska-Mach, Silvia Dante, Francesca Cella Zanacchi

Biological Sciences: Faculty Publications

Single Layer Graphene (SLG) has emerged as a critically important nanomaterial due to its unique optical and electrical properties and has become a potential candidate for biomedical applications, biosensors, and tissue engineering. Due to its intrinsic 2D nature, SLG is an ideal surface for the development of large-area biosensors and, due to its biocompatibility, can be easily exploited as a substrate for cell growth. The cellular response to SLG has been addressed in different studies with high cellular affinity for graphene often detected. Still, little is known about the molecular mechanism that drives/regulates the cellular adhesion and migration on SLG …


The Forestecology R Package For Fitting And Assessing Neighborhood Models Of The Effect Of Interspecific Competition On The Growth Of Trees, Albert Y. Kim, David N. Allen, Simon P. Couch Nov 2021

The Forestecology R Package For Fitting And Assessing Neighborhood Models Of The Effect Of Interspecific Competition On The Growth Of Trees, Albert Y. Kim, David N. Allen, Simon P. Couch

Statistical and Data Sciences: Faculty Publications

Neighborhood competition models are powerful tools to measure the effect of interspecific competition. Statistical methods to ease the application of these models are currently lacking. We present the forestecology package providing methods to (a) specify neighborhood competition models, (b) evaluate the effect of competitor species identity using permutation tests, and (cs) measure model performance using spatial cross-validation. Following Allen and Kim (PLoS One, 15, 2020, e0229930), we implement a Bayesian linear regression neighborhood competition model. We demonstrate the package's functionality using data from the Smithsonian Conservation Biology Institute's large forest dynamics plot, part of the ForestGEO global network of research …


Co-Worker Altruism And Unemployment, Jorge Vásquez, Marek Weretka Nov 2021

Co-Worker Altruism And Unemployment, Jorge Vásquez, Marek Weretka

Economics: Faculty Publications

It is well-known that social relationships and altruism among workers foster cooperation in the workplace and, therefore, may have beneficial effects for firms. Yet it is unclear how and to what extent co-worker altruism impacts labor market outcomes. In this paper, we find that, although co-worker altruism may be seamless in good times, it may impact the functioning of labor markets during bad times. Specifically, co-worker altruism may potentially lead to wage rigidity and involuntary unemployment in economic downturns. These results seem to be consistent with recent empirical findings.


Brain Parcellation Selection: An Overlooked Decision Point With Meaningful Effects On Individual Differences In Resting-State Functional Connectivity, Nessa V. Bryce, John C. Flournoy, João F. Guassi Moreira, Maya L. Rosen, Kelly A. Sambook, Patrick Mair, Katie A. Mclaughlin Nov 2021

Brain Parcellation Selection: An Overlooked Decision Point With Meaningful Effects On Individual Differences In Resting-State Functional Connectivity, Nessa V. Bryce, John C. Flournoy, João F. Guassi Moreira, Maya L. Rosen, Kelly A. Sambook, Patrick Mair, Katie A. Mclaughlin

Neuroscience: Faculty Publications

Over the past decade extensive research has examined the segregation of the human brain into large-scale functional networks. The resulting network maps, i.e. parcellations, are now commonly used for the a priori identification of functional networks. However, the use of these parcellations, particularly in developmental and clinical samples, hinges on four fundamental assumptions: (1) the various parcellations are equally able to recover the networks of interest; (2) adult-derived parcellations well represent the networks in children's brains; (3) network properties, such as within-network connectivity, are reliably measured across parcellations; and (4) parcellation selection does not impact the results with regard to …


System Identification Through Lipschitz Regularized Deep Neural Networks, Elisa Negrini, Giovanna Citti, Luca Capogna Nov 2021

System Identification Through Lipschitz Regularized Deep Neural Networks, Elisa Negrini, Giovanna Citti, Luca Capogna

Mathematics Sciences: Faculty Publications

In this paper we use neural networks to learn governing equations from data. Specifically we reconstruct the right-hand side of a system of ODEs x˙(t)=f(t,x(t)) directly from observed uniformly time-sampled data using a neural network. In contrast with other neural network-based approaches to this problem, we add a Lipschitz regularization term to our loss function. In the synthetic examples we observed empirically that this regularization results in a smoother approximating function and better generalization properties when compared with non-regularized models, both on trajectory and non-trajectory data, especially in presence of noise. In contrast with sparse regression approaches, since neural networks …


The Sedimentary Geochemistry And Paleoenvironments Project, Úna C. Farrell, Rifaat Samawi, Savitha Anjanappa, Roman Klykov, Oyeleye O. Adeboye, Heda Agic, Anne Sofie C. Ahm, Thomas H. Boag, Fred Bowyer, Jochen J. Brocks, Tessa N. Brunoir, Donald E. Canfield, Xiaoyan Chen, Meng Cheng, Matthew O. Clarkson, Devon B. Cole, David R. Cordie, Peter W. Crockford, Huan Cui, Tais W. Dahl, Lucas D. Mouro, Keith Dewing, Stephen Q. Dornbos, Nadja Drabon, Julie A. Dumoulin, Joseph F. Emmings, Cecilia R. Endriga, Tiffani A. Fraser, Robert R. Gaines, Richard M. Gaschnig, Timothy M. Gibson, Geoffrey J. Gilleaudeau Nov 2021

The Sedimentary Geochemistry And Paleoenvironments Project, Úna C. Farrell, Rifaat Samawi, Savitha Anjanappa, Roman Klykov, Oyeleye O. Adeboye, Heda Agic, Anne Sofie C. Ahm, Thomas H. Boag, Fred Bowyer, Jochen J. Brocks, Tessa N. Brunoir, Donald E. Canfield, Xiaoyan Chen, Meng Cheng, Matthew O. Clarkson, Devon B. Cole, David R. Cordie, Peter W. Crockford, Huan Cui, Tais W. Dahl, Lucas D. Mouro, Keith Dewing, Stephen Q. Dornbos, Nadja Drabon, Julie A. Dumoulin, Joseph F. Emmings, Cecilia R. Endriga, Tiffani A. Fraser, Robert R. Gaines, Richard M. Gaschnig, Timothy M. Gibson, Geoffrey J. Gilleaudeau

Geosciences: Faculty Publications

No abstract provided.


A Global Set Of Subduction Zone Earthquake Scenarios And Recurrence Intervals Inferred From Geodetically Constrained Block Models Of Interseismic Coupling Distributions, Shannon E. Graham, John P. Loveless, Brendan J. Meade Nov 2021

A Global Set Of Subduction Zone Earthquake Scenarios And Recurrence Intervals Inferred From Geodetically Constrained Block Models Of Interseismic Coupling Distributions, Shannon E. Graham, John P. Loveless, Brendan J. Meade

Geosciences: Faculty Publications

The past 100 years have seen the occurrence of five (Formula presented.) earthquakes and 94 (Formula presented.) earthquakes. Here we assess the potential for future great earthquakes using inferences of interseismic subduction zone coupling from a global block model incorporating both tectonic plate motions and earthquake cycle effects. Interseismic earthquake cycle effects are represented using a first-order quasistatic elastic approximation and include (Formula presented.) of interacting fault system area across the globe. We use estimated spatial variations in decadal-duration coupling at 15 subduction zones and the Himalayan range front to estimate the locations and magnitudes of potential seismic events using …


A Shift To Human Body Temperature (37°C) Rapidly Reprograms Multiple Adaptive Responses In Escherichia Coli That Would Facilitate Niche Survival And Colonization, Anastasia Gant Kanegusuku, Isidora N. Stankovic, Pamela A. Cote-Hammarlof, Priscilla H. Yong, Christine A. White-Ziegler Nov 2021

A Shift To Human Body Temperature (37°C) Rapidly Reprograms Multiple Adaptive Responses In Escherichia Coli That Would Facilitate Niche Survival And Colonization, Anastasia Gant Kanegusuku, Isidora N. Stankovic, Pamela A. Cote-Hammarlof, Priscilla H. Yong, Christine A. White-Ziegler

Biological Sciences: Faculty Publications

One of the first environmental cues sensed by a microbe as it enters a human host is an upshift in temperature to 37°C. In this dynamic time point analysis, we demonstrate that this environmental transition rapidly signals a multitude of gene expression changes in Escherichia coli. Bacteria grown at 23°C under aerobic conditions were shifted to 37°C, and mRNA expression was measured at time points after the shift to 37°C (t = 0.5, 1, and 4 h). The first hour is characterized by a transient shift to anaerobic respiration strategies and stress responses, particularly acid resistance, indicating that temperature serves …


Facilitating Team-Based Data Science: Lessons Learned From The Dsc-Wav Project, Chelsey Legacy, Andrew Zieffler, Benjamin S. Baumer, Valerie Barr, Nicholas J. Horton Oct 2021

Facilitating Team-Based Data Science: Lessons Learned From The Dsc-Wav Project, Chelsey Legacy, Andrew Zieffler, Benjamin S. Baumer, Valerie Barr, Nicholas J. Horton

Statistical and Data Sciences: Faculty Publications

While coursework provides undergraduate data science students with some relevant analytic skills, many are not given the rich experiences with data and computing they need to be successful in the workplace. Additionally, students often have limited exposure to team-based data science and the principles and tools of collaboration that are encountered outside of school. In this paper, we describe the DSC-WAV program, an NSF-funded data science workforce development project in which teams of undergraduate sophomores and juniors work with a local non-profit organization on a data-focused problem. To help students develop a sense of agency and improve confidence in their …