Social and Behavioral Sciences Commons^™

Using Ehrs For Heart Failure Therapy Recommendation Using Multidimensional Patient Similarity Analytics, Maryam Panahiazar, Vahid Taslimitehrani, Naveen L. Pereira, Jyotishman Pathak

Kno.e.sis Publications

Electronic Health Records (EHRs) contain a wealth of information about an individual patient’s diagnosis, treatment and health outcomes. This information can be leveraged effectively to identify patients who are similar to each for disease diagnosis and prognosis. In recent years, several machine learning methods 1 have been proposed to assessing patient similarity, although the techniques have primarily focused on the use of patient diagnoses data from EHRs for the learning task. In this study, we develop a multidimensional patient similarity assessment technique that leverages multiple types of information from the EHR and predicts a medication plan for each new patient …

Value Oriented Big Data Processing With Applications, Krishnaprasad Thirunarayan

Kno.e.sis Publications

We discuss the nature of Big Data and address the role of semantics in analyzing and processing Big Data that arises in the context of Physical-Cyber-Social Systems. To handle Volume, we advocate semantic perception that can convert low-level observational data to higher-level abstractions more suitable for decision- making. To handle Variety, we resort to semantic models and annotations of data so that intelligent processing can be done independent of heterogeneity of data formats and media. To handle Velocity, we seek to use continuous semantics capability to dynamically create event or situation specific models and recognize relevant new concepts, entities and …

Knowledge Enabled Approach To Predict The Location Of Twitter Users, Revathy Krishnamurthy, Pavan Kapanipathi, Amit P. Sheth, Krishnaprasad Thirunarayan

Kno.e.sis Publications

Knowledge bases have been used to improve performance in applications ranging from web search and event detection to entity recognition and disambiguation. More recently, knowledge bases have been used to analyze social data. A key challenge in social data analysis has been the identification of the geographic location of online users in a social network such as Twitter. Existing approaches to predict the location of users, based on their tweets, rely solely on social media features or probabilistic language models. These approaches are supervised and require large training dataset of geo-tagged tweets to build their models. As most Twitter users …

Knowledge-Driven Personalized Contextual Mhealth Service For Asthma Management In Children, Pramod Anantharam, Tanvi Banerjee, Amit P. Sheth, Krishnaprasad Thirunarayan, Surendra Marupudi, Vaikunth Sridharan

Kno.e.sis Publications

Wide adoption of smartphones and availability of low-cost sensors has resulted in seamless and continuous monitoring of physiology, environment, and public health notifications. However, personalized digital health and patient empowerment can become a reality only if the complex multisensory and multimodal data is processed within the patient context. Contextual processing of patient data along with personalized medical knowledge can lead to actionable information for better and timely decisions. We present a system called kHealth capable of aggregating multisensory and multimodal data from sensors (passive sensing) and answers to questionnaire (active sensing) from patients with asthma. We present our preliminary data …

Gender-Based Violence In 140 Characters Or Fewer: A #Bigdata Case Study Of Twitter, Hemant Purohit, Tanvi Banerjee, Andrew Hampton, Valerie L. Shalin, Nayanesh Bhandutia, Amit P. Sheth

Kno.e.sis Publications

Public institutions are increasingly reliant on data from social media sites to measure public attitude and provide timely public engagement. Such reliance includes the exploration of public views on important social issues such as gender-based violence (GBV). In this study, we examine big (social) data consisting of nearly fourteen million tweets collected from Twitter over a period of ten months to analyze public opinion regarding GBV, highlighting the nature of tweeting practices by geographical location and gender. We demonstrate the utility of Computational Social Science to mine insight from the corpus while accounting for the influence of both transient events …

High Power Pulsed Terahertz Light Generation From Superconducting Antenna Arrays, Nicholas C. Padgett, Stephanie R. Lake, Jason A. Deibel, T. Bullard, D. Latypov, J. Patel, J. Murphy, J. Bulmer, W. Tang, M. Sebastian, Timothy J. Haugan

Symposium of Student Research, Scholarship, and Creative Activities Materials

Terahertz radiation is invaluable in spectroscopy and imaging due to its nondestructive nature. It has become a key focus for those wishing to develop sensors capable of detecting weapons and narcotics unobtrusively and at a distance. An ultrafast pulsed (femtoseconds) laser incident on a superconducting ring causes the emission of terahertz (THz) radiation. It is theorized that the radiation is a result of the supercurrent being modulated by the breaking and recombining of Cooper pairs on the order of picoseconds, where the time scale determines the frequency of the emitted radiation. We propose to investigate the terahertz emission from Yttrium …

Stability And Change: Stress Responses And The Shaping Of Behavioral Phenotypes Over The Life Span, Michael B. Hennessy, Sylvia Kaiser, Tobias Tiedtke, Norbert Sachser

Psychology Faculty Publications

In mammals, maternal signals conveyed via influences on hypothalamic-pituitary-adrenal (HPA) activity may shape behavior of the young to be better adapted for prevailing environmental conditions. However, the mother's influence extends beyond classic stress response systems. In guinea pigs, several hours (h) of separation from the mother activates not only the HPA axis, but also the innate immune system, which effects immediate behavioral change, as well as modifies behavioral responsiveness in the future. Moreover, the presence of the mother potently suppresses the behavioral consequences of this innate immune activation. These findings raise the possibility that long-term adaptive behavioral change can be …

Predicting Trust Dynamics And Transfer Of Learning In Games Of Strategic Interaction As A Function Of A Player’S Strategy And Level Of Trustworthiness, Michael Collins, Ion Juvina, Gary R. Douglas, Kevin A. Gluck

Psychology Faculty Publications

Individuals playing a sequence of different games have shown to learn about the other player’s behavior during their initial interaction and apply this knowledge when playing another game with the same individual in the future. Here we use a published computational cognitive model to generate predictions for an upcoming human study. The model plays both Prisoner’s Dilemma and Chicken Game with a confederate agent who uses one of two predetermined strategies and whose level of trustworthiness is manipulated. We go beyond the standard postdictive practice and adopt the increasingly popular practice of using the model to make a priori predictions …

Testing In Adoption Evaluations: Selections And Usage Determined From Surveying Psychologists, Erin Marie Sylvester Nichting

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A significant amount of children are adopted each year both within the United States and internationally. In fact, the United States Department of State reported that 242,602 international adoptions had taken place from 1999 to 2012 and also indicated that in 2012 alone, 52,035 children had been adopted domestically. However, research is lacking in many areas of the adoption process. One such area includes an absence of knowledge in regards to adoption evaluations, even though they may be required for both prospective parents and adoptive children during the adoption process. Another area includes how psychological instruments are incorporated into these …

Understanding Paths Toward Strategic Success In Nvr Campaigns: A Comparison Of Palestinian And South African Resistance, Archibald A. Grieve

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The following paper fills a gap in the literature of nonviolent resistance (NVR) by investigating when and under what circumstances it is necessary for nonviolent resistance campaigns to enlist the support of outside actors in order to achieve strategic success. Using Gene Sharp's pillars of power theory as a comparative framework, the author pairs the method of process-tracing with a most-similar-systems design in order to fashion a time-series experiment measuring the strength of each pillar of power propping up the target regimes of South Africa and Israel. The results reveal that these variables are interacting. The paper also reveals that …

Barriers To Group Psychotherapy Among Racially And Ethnically Diverse College Students, Raghav Suri

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Group psychotherapy has become a preferred modality of direct clinical psychological services offered by many University Counseling Centers (UCCs), primarily because of the effectiveness of group psychotherapy in addressing the unique developmental issues that college students experience. However, there is a need for empirically supported data to identify barriers to group psychotherapy among college students, particularly related to multicultural identity variables. The present study examined barriers that college students face when considering joining a psychotherapy group. Participants completed a demographic questionnaire and either the original or the modified version of the Barriers Scale, (Harris, 2012). Participants were divided into three …

Barriers To Group Psychotherapy For Lesbian, Gay, And Bisexual College Students, Sarah Peters

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While research has been conducted into the utilization and efficacy of group therapy with college students and with individuals who identify as lesbian, gay, and bisexual (LGB), there is very limited research on their intersection. The purpose of this study was to determine barriers to group psychotherapy with college students who identify as LGB. Twenty-eight LGB undergraduate and graduate students from colleges and universities nationwide were recruited to complete an online survey including: a modified version of the Barriers Scale (Harris, 2013), which examined willingness to participate in group therapy, expectations of group psychotherapy, expectations of group members, expectations of …

Burnout, Work Engagement, And Well-Being In The Healthcare Professions: A Proposal For A Digital Intervention, Eric T. Reinhart

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Burnout is a chronic problem for individuals in the helping professions and is particularly pronounced in healthcare settings. Burnout is an extreme stress response characterized by emotional exhaustion, depersonalization of patients, and a decreased sense of personal accomplishment. Factors unique to healthcare settings include high patient to staff ratios, evaluations of effectiveness based on patient outcomes, and the competing demands of policy makers, patients, and clinicians. Work engagement is a product of the positive psychology movement and developed out of the study of burnout. Work engagement is an affective-emotional state of work-related well-being and is characterized as being positive and …

The Effectiveness Of "The Tunnel Of Oppression": An Exposure Approach To Increasing Awareness Of Oppression Among Freshman Students At Wright State University, Jennifer B. Stoyell

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While diversity-training programs have gained popularity in the US, limited research has been done to establish the effectiveness of these programs in increasing awareness of oppression. The present study explored the effectiveness of the Tunnel of Oppression in increasing awareness of oppression among freshman students at Wright State University. Participants (N= 1736) were given a survey before and after participating in the Tunnel where they rated their awareness of levels of oppression for nine different oppressed groups. Data for this survey was analyzed employing descriptive and non-parametric statistics to determine significance in change of scores (Wilcoxon Signed-Rank and Wilcoxon Rank-Sum) …

Chat Communication In A Command And Control Environment: How Does It Help?, April M. Courtice

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Military command and control (C2) teams are often faced with difficult, complex, and distributed operations amidst the fog and friction of war. To deal with this uncertainty, teams rely on clear and effective communication to coordinate their actions; two current conduits for communication in distributed military teams include voice and chat. Chat communication is regarded by many in the C2 world as the premier method of communicating with the power to lessen some of the traffic and disturbances of current voice communication, and its usage continues to exponentially increase. Despite this operational view, countless laboratory studies have demonstrated detrimental effects …

Effect Of Localized Temperature Change On Vigilance Performance, Jessica Spencer Pack

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This study examined the influence of localized temperature change on vigilance performance. Additionally, the effect of stressor appraisals on the relationship between localized temperature change and vigilance performance was investigated. A total of 36 male and female participants between the ages of 18 and 45 completed a stressor appraisal scale before completing a 40-minute simulated air traffic control vigilance task. Depending on the condition, either a hot, cold, or neutral temperature change was induced using a thermoelectric pad and blanket 20 minutes into the vigilance task. Although localized temperature change did not have a significant effect on vigilance performance 25-30 …

A Multi-Disciplinary Analysis Of Web 2.0 Technology Use In Egypt & China, 2005-2010, Monica D. Morales

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Taking a cue from scholars' suggestions to focus on the intersections of various fields of study, this research aims to find the commonalities among representative theories of democracy, mass media and social movements. Assessment of each reveals that all three areas of study encompass space for the interface of the media and the public. The confluence of these elements, when paired with Information and Communication-based technologies, yields what is introduced here as the Integrative Conceptual Model of Internet Analysis. Using this model gives way to a focus on Internet-mediated scenarios through a framework that evaluates the type of agent interaction, …

The Influence Of Flow On Standard And Adaptive Performance In Teams, Jennifer N. Baumgartner

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The purpose of this study was to examine flow as it relates to different types of performance in teams. Participants (N = 165) in teams of five engaged in an airport simulation that included an unforeseen change during the second session. Flow was expected to be positively correlated with standard and adaptive performance and predict performance along with cognitive ability and personality. Positive affect was expected to mediate the relationship between flow and performance. Flow was positively correlated with the number of aircraft departed under standard conditions, negatively correlated with aircraft departed under adaptive conditions, and positively correlated with subjective …

A Study Of Exercise: Intentions And Behavior, Michael Raymond Hoepf

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Health concerns associated with obesity are becoming an increasingly large societal problem. Engaging in physical exercise is one effective way to combat obesity, but most people do not exercise enough to derive significant health benefits. In order to increase participation in exercise activities, it is first necessary to have a good understanding of why people are not exercising. The current research builds on prior research by investigating the proposition that conflict from work, family, and school roles can reduce time spent exercising. To accomplish this goal, I created exercise conflict scales by taking existing items from the work-family conflict literature …

Individual Differences In The Use Of Remote Vision Stereoscopic Displays, Marc Winterbottom

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With the introduction of the next generation of aerial refueling tankers, such as the KC-46, boom operators will use relatively recently developed indirect view stereo displays in place of direct view crew stations. Existing vision standards for boom operators were developed during the 1950s and may not be adequate for medical screening for KC-46 boom operators. Mild anomalies in binocular alignment, currently allowed by USAF vision standards, may permit stereopsis, but may also predispose those individuals to visual complaints such as eye-strain or headaches when viewing stereoscopic displays.

The purpose of this research was to measure individual differences in performance …

Self-Determination In The People's Republic Of China: Elite Responses, 1949-2012, Hanna M. Tarbert

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This work addresses the historical response of the Chinese Communist Party (CCP) to perceived irredentist threats in its contested territories. This is assessed through a comparative case analysis. The four cases are Taiwan, Inner Mongolia, Xinjiang and Tibet. The response of the first four generations of CCP leaders: Mao Zedong, Deng Xiaoping, Jiang Zemin and Hu Jintao, are analyzed through a framework that evaluates domestic and international priorities, domestic self-determination sentiment, strength of domestic self-determination movements, and the status of self-determination. The findings of this framework are used to project the response of current CCP leader and President of the …

Detecting Structure In Activity Sequences: Exploring The Hot Hand Phenomenon, Taleri Lynn Hammack

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Can humans discriminate whether strings of events (e.g., shooting success in basketball) were generated by a random or constrained process (e.g., hot and cold streaks)? Conventional wisdom suggests that humans are not good at this discrimination. Following from Cooper, Hammack, Lemasters, and Flach (2014), a series of Monte Carlo simulations and an empirical experiment examined the abilities of both humans and statistical tests (Wald-Wolfowitz Runs Test and 1/f) to detect specific constraints that are representative of plausible factors that might influence the performance of athletes (e.g., learning, non-stationary task constraints). Using a performance/success dependent learning constraint that was calibrated to …

Free To Hate Freedom And The Survival Of Liberalized States Confronting The Emergence Of Political Islam; Effective State Solutions To The Rise Of Islamic Political Violence In Democratic Societies, Lauren R. Bowen

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The following research addresses the susceptibility of liberalized nations to encounter Islamic political violence associated with the behaviors they direct toward Islamic minorities. Democratic values, theoretically, weaken the ability of free regimes to defend against the emergence of Islamic extremism and terrorism. Experiences with these phenomena are, however, specific to multicultural or assimilationist democratic states that esteem civil liberties and individual freedom. This study presents diverse data sets to understand the interaction of state behaviors shaped by the adoption of multiculturalism or assimilationist polices concerning Islamic minorities and violent outcomes. The findings suggest that state behaviors affecting Islamic populations are …

Women With Disabilities Who Have Been Sexually Assaulted: What Responders Need To Know, Kaitlyn Mccarthy

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Information about women with disabilities who have been sexually assaulted is vastly missing from psychological research and literature. This gap in literature is very concerning as more information is needed to ensure that women with disabilities are receiving care, and that prevention and care giving programs are tailored to meet their needs. Women with disabilities encounter unique sexual assault experiences that at times go unnoticed because their experiences are not often discussed in the literature, nor are they appropriately assessed. Through a Participatory Action Research (PAR) approach, the present study attempted to respond to these issues by modifying an existing …

Not All Forms Of Misbehavior Are Created Equal: Perpetrator Personality And Differential Relationships With Cwbs, Caleb Braxton Bragg

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Most research has lumped counterproductive work behaviors into a single or a few categories. The present study, however, used dominance analysis to examine whether aggression, industriousness, dishonesty and self-control had differential predictive relationships with the Gruys and Sacket (2003) 11-Factor CWB model. I hypothesized that various CWBs would be differentially predicted by various personality traits, and that those predictive relationships would be moderated by self-control. The results indicated all CWBs are not created equal and should not be lumped into a single all-inclusive category. Counterproductive work behaviors are multidimensional, with unique predictors and covariates, and are best understood and predicted …

Cognitive Analysis Of Multi-Sensor Information, Elizabeth Lynn Fox

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Multispectral imagery can supply an observer with different components of information to, in combination, lead to critical decisions. Human observers can be presented with two fusion techniques: 1) cognitive fusion presents the two sensor images within 5 degrees of visual angle and 2) algorithmic fusion aims to enhance image quality by combining relevant information from two individual sensor images into one composite image. Researchers have used methods such as comparing performance across different algorithms or comparing algorithmic fusion to a single-sensor image. However, cognitive fusion is a technique that provides all of the sensor information and, if utilized efficiently, may …

Once Careless, Always Careless? Temporal And Situational Stability Of Insufficient Effort Responding (Ier), Kelly Ann Camus

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In the current paper, I examined insufficient effort responding (IER) as a substantive construct rather than as a methodological nuisance as other researchers have done. Specifically, I focused on the relationship between personality traits and IER and the temporal and situational stability of IER. I hypothesized that agreeableness, conscientiousness, openness, and extraversion would be negatively associated with IER and that neuroticism would be positively related to IER. Also, I predicted that the extent to which a given participant engages in IER would be relatively stable across time and across tasks. The current sample (N = 288) consisted of students from …

A Fight For Equity: School Desegregation, Public High Schools, And Why African-American Males Have Lower Academic Achievement, Tanisha S. Pruitt

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The objective of this thesis is to examine the lowered academic achievement of African- American males since the Brown v. Board of Education, Topeka Kansas court decision that ruled in favor of school desegregation. The research shows that school desegregation was intended to allow African Americans educational equity with their White counterparts. Since Brown v. Board, there has been increased academic achievement for African-American females and lowered achievement among males. Predictions were made that poverty and low motivation affect academic achievement for African-American males. Regression analyses yielded results showing poverty and motivation were statistically significant; however, neither of the variables …

Dayton Together District Demographic Principles, Dayton Together

Records of Dayton Together (MS-603)

Dayton Together's district demographic principles presented in a bulleted list.

Dayton And Montgomery County Employment And Poverty Rates, Dayton Together

Records of Dayton Together (MS-603)

No abstract provided.