This research investigates the potential endogenous relationship between small business financing provided through the Small Business Administration (SBA) and state-level economic growth, specifically job creation and retention, as causality may be bidirectional. The hypothesized causal relationship was assessed by including an instrumental variable, Certified Development Corporations (CDC), suggesting the influence of the CDC on employment can only occur through SBA approval. Annual governmental data for all US states, including D.C., for the years 2020 – 2022 were used in the analysis. The results fail to show a statistically significant relationship between the SBA loan volume and job creation, which may be attributed to the utilization of limited data, particularly from anomalous years due to COVID. The inclusion of data from an atypical period likely introduced confounding factors that influenced overall findings. However, 2022 results did reach statistical significance at the 0.10 level and the CDC variable consistently returned statistically significant results. These findings serve as an empirical foundation for further research and provide practical relevance and value to the existing body of knowledge used by policymakers for insight into the dynamics of SBA program initiatives.
Millions of adverse events, including failure to rescue (FTR), occur around the world each year leading to increasing hospital length of stay, increasing mortality, and decreasing quality of life. FTR events happen when mortality occurs following a major medical complication. With the assistance of electronic early identification of clinical deterioration, interventions may be implemented to decrease FTR events.
This project was guided by the PICO question: In adult medical-surgical inpatients, does proactive rounding by the rapid response team with utilization of an automated early warning system, compared with no proactive rounding, improve recognition of clinical deterioration, and decrease transfers to critical care? A REDCap database was built and utilized to track proactive rounding along with Modified Early Warning Scores (MEWS) by the Critical Care Code Team at a tertiary medical center and compared to rapid response and code blue activations. The percentage of transfers to critical care from quarter four of 2022 to quarter four of 2023 was then compared using a paired T-Test to determine statistical significance.
A proactive rounding process was developed, and 664 rounds were entered. Of these, 114 were proactive rounds with the utilization of MEWS and 550 were non-proactive rounds. Rounding triggers were compared and analyzed which revealed that the primary reason for rounding was staff concerns, and that collaboration was important to improve patient outcomes. There was a decrease in transfers to critical care post rapid responses, however it was not statistically significant. Implementation of proactive rounding could be useful to decrease length of stay, decrease hospital mortality, and improve patient satisfaction.
To impact survival rates by 30%, emergency department (ED) workers should follow the Advanced Cardiovascular Life Support (ACLS) guideline of relying on end-tidal carbon dioxide (ETCO2) monitoring to ensure cardiopulmonary resuscitation (CPR) is high-quality. In a large tertiary care hospital-based ED, ETCO2 monitoring was not consistently utilized, despite workers having ACLS training and access to ETCO2 monitoring devices. The purpose of this project was to determine if high-fidelity ACLS simulation and ETCO2 monitoring training affected ED staff’s resuscitation self-efficacy and ETCO2 device application during clinical resuscitations. Twenty-eight interprofessional ED healthcare workers participated in high-fidelity adult cardiac arrest simulation scenarios. Paired-samples t-test results showed a significant pre-post simulation survey total average resuscitation self-efficacy improvement from 3.99 to 4.52 (t= 6.83, p < .001). Ten ED adult cardiac arrest events prior to simulation and twenty events post simulation were retrospectively analyzed for device utilization. Two-tailed paired-samples t-test results showed a non-significant improvement in device utilization (t= -1.96, p= .081), however utilization more than doubled from 20% to 45%. Overall, results indicated high-fidelity simulation can have a significant improvement in resuscitative confidence of ED workers, which in future studies may translate to higher survival rates for adults in cardiac arrest.
Teen dating violence (TDV) affects an alarming number of adolescents in romantic or dating relationships (Niolon et al., 2015), with sexual minority youth (SMY) at the greatest risk for TDV (Petit et al., 2021). Yet, most available measures of TDV and related risk factors (e.g., attitudes about violence) have been developed for and validated with heterosexual youth only. Similarly, frequently used theories identifying youth at risk for TDV perpetration (e.g., intergenerational transmission of violence framework) have not been tested for SMY. This three-article dissertation addresses these gaps by examining the equivalence of theories and measures foundational for TDV prevention programming leveraging advanced quantitative methods related to psychometric modeling and data aggregation. Article one examined the measurement equivalence of the Conflict in Adolescent Dating Relationships Inventory (CADRI; Wolfe et al., 2001) across heterosexual and SMY. Article two investigated differential item functioning of acceptance of dating violence items across heterosexual and SMY. Article three examined the relationship between exposure to family violence and TDV perpetration, and the extent to which relational violence accepting attitudes mediate this association across studies and among heterosexual and SMY. Findings draw attention to and challenge heteronormativity in dating violence research via the use of novel advanced quantitative methods and implications for future research and practice are discussed within a social-justice oriented framework for quantitative research.
The quality of inclusion for young children with disabilities in early childhood learning environments has long been attributed to the effectiveness of the teachers within such settings. As the service delivery system shifted toward more inclusive models, endeavors to improve preparation for inclusion have been marked by efforts to combine the fields of early childhood education and early childhood special education. While the initial development of such programs, commonly referred to as blended, came from the belief that the approach would promote inclusion, it remains unclear how well they actually prepare educators for inclusive practice. Additionally, high variability persists in both inclusive practice and blended preparation, impacting how teachers construct knowledge, a critical component of teacher identity development. This narrative inquiry explored the storied lives of six educators through the contextual theories of teacher identity development and blended preparation identity development. Findings illuminated participants’ professional identity has been constructed across time as they: a) gained new theoretical knowledge that informed their belief systems, b) were engaged in eye opening experiences that impacted personal and professional paradigm shifts, and c) as their perception of agency was enhanced by bidirectional social influences. Implications for research and professional practice are discussed.
Psychological contracts (PCs) are a set of promises, obligations, and expectations between employees and employers within the employee-employer relationship. This dissertation investigates how advanced technologies may disrupt the reciprocal expectations within PCs by specifically threatening future employability and promoting job insecurity. As society breaks new ground in the field of automation and artificial intelligence (AI), concerns regarding future career mobility can emerge. The empirical study herein assesses the degree to which advanced technologies affect psychological contracts and whether job complexity, resilience, and self-efficacy play a role in weakening these effects.
The orbital angular momentum of light is a promising candidate as an information carrier in optical communication systems to enhance the capacity of data channels. However, the effects of atmospheric turbulence significantly degrade the quality of light beams, thereby imposing limitations on the range of reliable data transmission. To address this issue, researchers have been actively seeking methods to enhance the resilience of light against fluctuations of refractive index due to the atmospheric turbulence. It has long been recognized that partially coherent beams exhibit greater robustness in propagation through turbulence. Consequently, transitioning from full coherence to partial coherence has been suggested as a solution. Conversely, in OAM-based communications, reducing coherence results in broadening of the OAM spectrum, thus increasing cross-talk between adjacent channels. Therefore, utilizing partially coherent beams in free space communications entails both Benefits and drawbacks.
The main objective of this dissertation is to explore various classes of partially coherent beams through analytical approaches in order to identify a robust OAM spectrum in the presence of atmospheric turbulence. The results are presented in three different articles. The first article introduces a simplified version of the extended Huygens-Fresnel principle which is a widely used method of turbulence propagation. The discoveries outlined in the first article substantially alleviate the mathematical complexity associated with propagation in random media, thereby enabling analytical exploration of the propagation of partially coherent beams in random media.
The second article presents an optimization criterion associated with a specific class of partially coherent beams, substantially enhancing their resistance against turbulence. Finally, the third article thoroughly investigates the behavior of three categories of partially coherent beams in interaction with atmosphere, providing a detailed comparison of their respective resistance. The compilation of these three articles presents a comprehensive study of the impact of atmospheric fluctuations on the orbital angular momentum spectrum of partially coherent beams.
The orbital angular momentum of light is a promising candidate as an information carrier in optical communication systems to enhance the capacity of data channels. However, the effects of atmospheric turbulence significantly degrade the quality of light beams, thereby imposing limitations on the range of reliable data transmission. To address this issue, researchers have been actively seeking methods to enhance the resilience of light against fluctuations of refractive index due to the atmospheric turbulence. It has long been recognized that partially coherent beams exhibit greater robustness in propagation through turbulence. Consequently, transitioning from full coherence to partial coherence has been suggested as a solution. Conversely, in OAM-based communications, reducing coherence results in broadening of the OAM spectrum, thus increasing cross-talk between adjacent channels. Therefore, utilizing partially coherent beams in free space communications entails both Benefits and drawbacks.
The main objective of this dissertation is to explore various classes of partially coherent beams through analytical approaches in order to identify a robust OAM spectrum in the presence of atmospheric turbulence. The results are presented in three different articles. The first article introduces a simplified version of the extended Huygens-Fresnel principle which is a widely used method of turbulence propagation. The discoveries outlined in the first article substantially alleviate the mathematical complexity associated with propagation in random media, thereby enabling analytical exploration of the propagation of partially coherent beams in random media.
The second article presents an optimization criterion associated with a specific class of partially coherent beams, substantially enhancing their resistance against turbulence. Finally, the third article thoroughly investigates the behavior of three categories of partially coherent beams in interaction with atmosphere, providing a detailed comparison of their respective resistance. The compilation of these three articles presents a comprehensive study of the impact of atmospheric fluctuations on the orbital angular momentum spectrum of partially coherent beams.
Many research studies have explored the impact of international experience on an organization's strategic decisions and overall performance. However, these studies tend only to examine the connection between a CEO's international experience, such as traveling abroad for work or study during their adult life, and their organization's Environmental, Social, and Governance Performance (ESGP). To expand on this, I examined other methods of gaining international experience, such as personal exposure from living overseas and indirect exposure from foreign-born parents and grandparents. Through the imprinting and upper-echelon theories, I identified CEOs born and raised overseas as "first-generation immigrant CEOs" and CEOs born and raised in the United States by at least one immigrant parent or grandparent as "second and third-generation immigrant CEOs." I then studied the relationship between first-generation immigrant CEOs, second and third-generation immigrant CEOs, and firm Environmental, Social, and Governance performance (ESGP) while also considering the moderating effect of firm size. To conduct this research, I obtained a list of companies from the Standard & Poor’s (S&P) 500 index for FY 2022 (N=444) and data from CSRHub and COMPUSTAT. Although the findings did not support the direct and moderating relationships studied, they provide recommendations for improvement and future research directions.
Coral reef ecosystems are supported by diverse mutualisms formed between cnidarians such as corals, sea anemones, and jellyfish and dinoflagellate algae in the family Symbiodiniaceae. These dynamic symbiotic relationships rely on the successful establishment of algal endosymbionts, often from the surrounding seawater, within cnidarian host tissues. Due to the current limitations in cellular and molecular tools in the field of cnidarian-Symbiodiniaceae symbiosis, the mechanisms of symbiosis establishment including infection, proliferation, and maintenance are poorly understood. The aim of this thesis is to uncover the cellular processes essential to cnidarian-algal symbiosis by developing in vitro and in hospite assays across Symbiodiniaceae and cnidarian species. In chapter two, the trophic flexibility of Symbiodiniaceae was explored. Symbiodiniaceae Breviolum minutum grown in vitro with organic nutrients showed stable growth and photosynthetic function when compared to limited nutrient conditions; this suggests that the oligotrophic waters of coral reef ecosystems may drive free-living Symbiodiniaceae into symbiosis with cnidarians. Next in chapter three, a new protocol for single-cell dissociation of cnidarian hosts is introduced and used to determine the localization of the first Symbiodiniaceae photosynthesis mutant ora1. Here, ora1 was found to retain its ability to form symbiosis in cnidarians, indicating that photosynthesis is not required for symbiosis establishment. Finally, the newly generated Symbiodiniaceae green mutant, gr02, is introduced and co-inoculated with the brown wild type B. minutum in the sea anemone Aiptasia to uncover the cellular events contributing to symbiont proliferation. For the first time, two algal genotypes (gr02 and wild type B. minutum) were observed co-localized in a single host cell via dissociation and microscopy but were rare in frequency. These results suggest that algal cell division and primary infections drive the proliferation of symbionts in hospite. Furthermore, the co-inoculation of gr02 with other species of Symbiodiniaceae in three cnidarian hosts (coral, sea anemone, and jellyfish) reveals intracellular localization and possible interaction between symbionts in host tissues. Together, this work lays the foundation for future cellular biological research using Symbiodiniaceae mutants to answer pressing questions surrounding cnidarian-Symbiodiniaceae symbiosis.