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Full-Text Articles in Social and Behavioral Sciences

Still Awaiting Justice: An Analysis On The Impact Of Anti-Immigrant Sentiment On The Reproductive Autonomy Of Migrant Women, Annays Esperanza Yacaman Jan 2022

Still Awaiting Justice: An Analysis On The Impact Of Anti-Immigrant Sentiment On The Reproductive Autonomy Of Migrant Women, Annays Esperanza Yacaman

Senior Independent Study Theses

My research aims to explain the impact of anti-immigrant sentiment on the reproductive autonomy of migrant women. Legislators typically act as their constituents feel on a certain issue, so I aimed to explore how legislators responded with legislation when their constituents held higher levels of anti-immigrant sentiment, hypothesizing that this would lead to more legislation limiting the reproductive autonomy of migrant women. I explore topics of eugenics and how anti-immigrant sentiment has led to modern day eugenics.

My hypothesis did not manifest itself in the expected way, but the results do provide evidence for a causal link between legislation meant …


"Not Liberating Women Means The Building Of A Socialist Society Is Only Half-Way Done": A Feminist Analysis Of Ho Chi Minh's Advocacy For The First Law On Marriage And Family In 1959 Vietnam, Hannah Nguyen Jan 2022

"Not Liberating Women Means The Building Of A Socialist Society Is Only Half-Way Done": A Feminist Analysis Of Ho Chi Minh's Advocacy For The First Law On Marriage And Family In 1959 Vietnam, Hannah Nguyen

Senior Independent Study Theses

In October 1959, Ho Chi Minh attended and spoke before the North Vietnamese National Assembly at the “Meeting to Discuss the Draft of the Law on Marriage and Family.” The purpose of this study is to provide a feminist rhetorical analysis of this address to explicate the rhetorical strategies Ho employed to advocate for this law. I argue that Ho reframed the Marriage and Family Law into a policy that corresponded to the needs and demands of the National Assembly through methods of dissociation, association, and strategic repetition. I also found that Ho employed a dual leader/uncle first persona to …


Setting The Stage For Representation: Women Candidates And Moderators' Impact On The Prevalence Of Women's Issues In Presidential Primary Debates, Hannah Groetsch Jan 2022

Setting The Stage For Representation: Women Candidates And Moderators' Impact On The Prevalence Of Women's Issues In Presidential Primary Debates, Hannah Groetsch

Senior Independent Study Theses

This Independent Study explores how women’s increased presence in presidential primary debates impacts the extent to which women’s issues are discussed in the debates. Prior research on political representation and critical mass theory indicates that women politicians can turn their identity as women (descriptive representation) into action that benefits their women constituents (substantive representation) by adding women’s voices and lived experiences into the political conversation. I capitalize on the 2020 election being the first where multiple women presidential candidates ran against each other, allowing me to see whether the increase in the number of women participating in the Democratic primary …


Are We Defined By Our Adversity? Examining The Relationship Between Childhood Trauma And Well-Being In Adulthood, Karabella Rose Hernandez Jan 2022

Are We Defined By Our Adversity? Examining The Relationship Between Childhood Trauma And Well-Being In Adulthood, Karabella Rose Hernandez

Senior Independent Study Theses

Much research has laid bare the significant negative impacts that childhood trauma can have on individuals’ lives; however, its relationships with other variables, including substance use, attachment, and self-esteem, are often unclear. Thus, the current study investigates the relationship between childhood trauma and psychological well-being in conjunction with the variables listed above. I predicted that childhood trauma would have significant relationships with well-being, substance use, attachment style, and self-esteem and also predicted that self-esteem would mediate the relationship between childhood trauma and well-being. Fifty-eighty (58) total participants, who were either clients or staff members of the mental health and substance …


Women Of Appalachia: Common Ground, Different Matriarch, Cecelia A. Bagnoli Jan 2022

Women Of Appalachia: Common Ground, Different Matriarch, Cecelia A. Bagnoli

Senior Independent Study Theses

No abstract provided.


From The Parks To The Polls: National Parks, Place Attachment, And Environmental Voting Behavior, Rebecca Larue Jan 2022

From The Parks To The Polls: National Parks, Place Attachment, And Environmental Voting Behavior, Rebecca Larue

Senior Independent Study Theses

This study examines the relationship between National Park visitation, place attachment, and levels of support for pro-environmental ballot measures. The theoretical argument for this relationship is that increased visitation to National Parks will lead to increased place attachment, or connection, to the National Parks. This increased connection to a place of natural beauty could cause people to be more inclined to support ballot measures that protect the environment. A survey, administered through Amazon’s Mechanical Turk, was used to collect the data, and a mediation analysis was used to analyze it. The results of this study show that visitation to National …


Once An Enemy, Always An Enemy? The Role Of Political Leaders' Rhetoric In Intractable Conflicts, Alexandra Manopoulou Ms Jan 2022

Once An Enemy, Always An Enemy? The Role Of Political Leaders' Rhetoric In Intractable Conflicts, Alexandra Manopoulou Ms

Senior Independent Study Theses

No abstract provided.


The Effects Of Venlafaxine And Voluntary Exercise On Chronic Unpredictable Stress Induced Anxiety, Marly Mcgowan Jan 2022

The Effects Of Venlafaxine And Voluntary Exercise On Chronic Unpredictable Stress Induced Anxiety, Marly Mcgowan

Senior Independent Study Theses

Anxiety disorders can impair cognition and emotional control, particularly in the face of novel situations, which is concerning due to the high prevalence of such diagnoses. Exposure to unpredictable chronic stress can provide a way to induce anxiety-like behaviors in rodents by disrupting the stress response systems, including the HPA axis and autonomic nervous system. Pharmacological treatments, including SNRIs like venlafaxine, and voluntary exercise are both anxiolytic treatments that can alleviate the impacts of chronic stress. Using unpredictable chronic stress to mimic the human condition, and exposure to venlafaxine and exercise to mitigate the stress, the open field and elevated …


You Can’T Build A Canoe Online: Activism And Identity In Indigenous Taiwan, Adam King Hinden Jan 2022

You Can’T Build A Canoe Online: Activism And Identity In Indigenous Taiwan, Adam King Hinden

Senior Independent Study Theses

The Republic of China is the current government occupying the island of Taiwan –– a multiethnic land that has been populated by diverse groups for thousands of years. Today, these groups continue to face a range of adversities on behalf of the colonial government. Further, the island’s internet is dominated by Western social media platforms that exclude native modes of communication. Through ethnographic surveys and interviews, this study explores how indigenous Taiwanese activists understand their own identities, strategies of activism, and relationships to social media platforms to interrogate dominant postcolonial frameworks. It comes to two separate yet linked conclusions regarding …


Add Women And Stir: The Effect Of Female Mentorship On Women's Law School Experiences, Riley E. Smith Jan 2022

Add Women And Stir: The Effect Of Female Mentorship On Women's Law School Experiences, Riley E. Smith

Senior Independent Study Theses

This Independent Study examines the effect that female mentorship has on women’s experiences in law school. Previous literature indicates seven areas in which women’s experiences differ from men’s: their attitudinal changes over time in law school, their relationships with professors, their participation in class, their perception of their academic achievement, their feelings of alienation, and their confidence. In every way, women’s experiences are worse than men’s. Some mentorship literature suggests that these experiences could be improved by female mentorship, though other literature demonstrates that female mentorship has no effect. Therefore, I ask, what is the effect of female mentorship on …


A Time For Wisdom (Introduction), Mark R. Mcminn Jan 2022

A Time For Wisdom (Introduction), Mark R. Mcminn

Faculty Publications - Doctor of Psychology (PsyD) Program

No abstract provided.


Learning Integration: Knowledge Outcomes Of A Course Integrating Psychology And Christian Beliefs, Rodger K. Bufford, Robert Wingerter, Whitney Standal Schollars Jan 2022

Learning Integration: Knowledge Outcomes Of A Course Integrating Psychology And Christian Beliefs, Rodger K. Bufford, Robert Wingerter, Whitney Standal Schollars

Faculty Publications - Doctor of Psychology (PsyD) Program

Several studies of student perceptions found students reported their integration learning is best in a supportive academic setting with faculty mentors who are “bulwarks” of the faith and emotionally transparent sojourners (e.g., Sorenson et al., 2004). However, little is known about integration learning outcomes. In Study 1, twenty-two participants provided definitions of integration at the beginning and end of a single-semester graduate Christian integration course in clinical psychology. Large significant differences (Cohen’s d = 1.49) were found between pretest and posttest scores, indicating a large gain in integration knowledge. Study 2 also utilized a pretest/posttest quasi-experimental design for a sub- …


Modelling Of Radiological Health Risk In Water From Abstraction Well Close To A Hypothetical Radioactive Waste Repository In The Accra Plains, Paul Essel, Mark Amo-Boateng, Dominic Otoo, Thomas Tetteh Akiti Jan 2022

Modelling Of Radiological Health Risk In Water From Abstraction Well Close To A Hypothetical Radioactive Waste Repository In The Accra Plains, Paul Essel, Mark Amo-Boateng, Dominic Otoo, Thomas Tetteh Akiti

Applied Environmental Research

This study evaluated the integrity of the geosphere of the Accra Plains to host a radioactive waste disposal facility for Ghana’s radioactive waste materials. The study thus assessed the migration of radioactive contaminant from a hypothetical radioactive waste disposal facility through the geosphere to the biosphere in the Accra Plains. The Accra Plains is predominantly underlain by schist rocks, hence the hydrogeologic parameters of schist rock from literature were used as input data. AMBER software was used to develop a model to estimate the peak total annual effective dose from all the radionuclides at various receptor locations. The endpoint of …


Effects Of Substrate Types On Nitrogen Removal Efficacy And Growth Of Canna Indica L., Arunothai Jampeetong, Pakawat Janyasupab Jan 2022

Effects Of Substrate Types On Nitrogen Removal Efficacy And Growth Of Canna Indica L., Arunothai Jampeetong, Pakawat Janyasupab

Applied Environmental Research

Constructed wetlands (CWs), a cost effective technology for wastewater treatment, consist of substrates and wetland plants, which should be selected carefully to gain highest treatment efficiency. However, studies on plant growth and responses to different types of substrates are very few. This study aims to assess the effects of substrate types on growth and root morphology of Canna indica L. and nitrogen (N) removal. Twenty-four similar sized approximately 1 month old C. indica plants were selected and grown on different substrates (gravel, pumice and biochar). All plants were supplied with a standard growth medium to which 14 mg L-1 NH4+, …


Rs-Gis Approach On Biomass Energy Potential Estimation Of Sugarcane Residues In Medellin, Cebu, Wenyville Nabor Galang, Ian Dominic Tabañag, Michael Loretero Jan 2022

Rs-Gis Approach On Biomass Energy Potential Estimation Of Sugarcane Residues In Medellin, Cebu, Wenyville Nabor Galang, Ian Dominic Tabañag, Michael Loretero

Applied Environmental Research

The need to use alternative energy sources is driven by the continued rise in fossil fuel price, increasing population and energy demand most particularly in a developing country like the Philippines. Biomass resources such as sugarcane residues provide alternative means to utilize its untapped potential for renewable energy. The use of remote sensing technology and geo-graphic information system enables detailed assessment on the quantification of its distribution, abundance and quality that will yield an effective and efficient use of its potential. Available energy potential measurement was conducted in the town of Medellin, part of Bogo-Medellin mill district, in the northern …


Petrogenic And Biogenic Inputs Of N-Alkanes Along Shoreline Of The Caspian Sea In The Mazandaran Province, North Of Iran, Seyed Raheb Hosseini Bizaki, Ahmad Reza Rabbani, Alireza Riyahi Bakhtiari, Mitra Cheraghi, Parisa Babaie Jan 2022

Petrogenic And Biogenic Inputs Of N-Alkanes Along Shoreline Of The Caspian Sea In The Mazandaran Province, North Of Iran, Seyed Raheb Hosseini Bizaki, Ahmad Reza Rabbani, Alireza Riyahi Bakhtiari, Mitra Cheraghi, Parisa Babaie

Applied Environmental Research

The Caspian Sea is the largest lake in the world and is facing an increasing risk of contamination. Sea-based and land-based hydrocarbons inputs are the most critical pollutants of the Caspian Sea. In the present study, n-alkanes and related diagnostic ratios were used to identify the sources of hydrocarbon contaminants in surface sediments along the southern coastal area of the Caspian Sea in Mazandaran province. 27 surface sediment samples were collected from a depth of 5 meters under sea level. Contaminant’s compositions were extracted by Soxhlet apparatus and analyzed by Gas Chromatography-Mass Spectrometry. According to the results, the total …


A Fuzzy Ahp Approach To Assess Flood Hazard For Area Of Bang Rakam Model 60 Project In Yom River Basin, Northern Thailand, Aphittha Yodying, Nattapon Mahavik, Sarintip Tantanee, Charatdao Kongmuang, Agbesi Kwadzo Keteku, Polpreecha Chidburee, Kamonchat Seejata, Sasithon Chatsudarat Jan 2022

A Fuzzy Ahp Approach To Assess Flood Hazard For Area Of Bang Rakam Model 60 Project In Yom River Basin, Northern Thailand, Aphittha Yodying, Nattapon Mahavik, Sarintip Tantanee, Charatdao Kongmuang, Agbesi Kwadzo Keteku, Polpreecha Chidburee, Kamonchat Seejata, Sasithon Chatsudarat

Applied Environmental Research

The Thai government developed the “Bang Rakam Model 60” to solve flood issues in low-lying areas (Phitsanulok and Sukhothai Provinces). In the project, farmers will have to start planting in early April and harvest in July. This research proposes a methodology for assessing flood hazard using a fuzzy analytic hierarchy process (fuzzy AHP) relied on Chang’s extent analysis. It was employed to derive the weight for factor ranking and create a flood hazard map. Eight hazard factors are considered in the methodology: average annual rainfall, drainage density, distance from drainage network, soil water infiltration, land use, elevation, slope, and flow …


Risk Assessment Of Total Mercury (T-Hg) In Commercial Seafood Marketed In Bangkok, Thailand, Irwan Ramadhan Ritonga, Sujaree Bureekul, Penjai Sompongchaiyakul Jan 2022

Risk Assessment Of Total Mercury (T-Hg) In Commercial Seafood Marketed In Bangkok, Thailand, Irwan Ramadhan Ritonga, Sujaree Bureekul, Penjai Sompongchaiyakul

Applied Environmental Research

Seafood is recognized as the high protein source of human consumption. However, it is hampered by mercury contamination. The objectives of this study are to determine total mercury (T-Hg) levels in edible portions of commercial seafood available in Bangkok’s supermarkets, and to evaluate the potential risks from mercury through seafood consumption. Total 32 species, including 22 fish, 4 cephalopod and 6 shellfish, were purchased from super-markets. Fish samples were dissected in 3 parts comprised of flesh, gill and viscera. While, cephalopod and shellfish were separated for edible tissues. The samples were digested in hot acid and were determined using cold-vapor …


Prediction Of Groundwater Quality Index In The Selected Divisions Of Srikakulam Using Artificial Neural Networks Approach, Santhosh Kumar Nadikatla, Mushini Venkata Subbarao, M.P.S. Murali Krishna Jan 2022

Prediction Of Groundwater Quality Index In The Selected Divisions Of Srikakulam Using Artificial Neural Networks Approach, Santhosh Kumar Nadikatla, Mushini Venkata Subbarao, M.P.S. Murali Krishna

Applied Environmental Research

Applicability of artificial neural network (ANN) modelling in predicting the water quality index (WQI) and in turn to ascertain the suitability of the water for human consumption has been presented in the paper. In the light of the present study, seventy-nine (79) groundwater samples were collected from two mandals (divisions) Veeraghattam (VGT) and Palakonda (PLKD) and analyzed for physicochemical parameters during the pre-monsoon and post-monsoon seasons of 2015 and 2016. In computing the WQI, physicochemical parameters such as  pH, EC, TDS, TH, Ca, Mg, chlorine, fluoride, nitrite, DO and TA have been considered. From the results it was found that …


Groundwater Quality Assessment Using Groundwater Quality Index And Multivariate Statistical Methods And Human Health Risk Assessment In A Coastal Region Of The Vietnamese Mekong Delta, Nguyen Thanh Giao, Phan Kim Anh, Huynh Thi Hong Nhien Jan 2022

Groundwater Quality Assessment Using Groundwater Quality Index And Multivariate Statistical Methods And Human Health Risk Assessment In A Coastal Region Of The Vietnamese Mekong Delta, Nguyen Thanh Giao, Phan Kim Anh, Huynh Thi Hong Nhien

Applied Environmental Research

This study aimed to evaluate the suitability of groundwater for drinking purposes and assess the associated human health risks for different age groups in a coastal province of Mekong Delta, Vietnam. Twenty groundwater samples were collected in Soc Trang Province, and various water quality parameters were analyzed. The data were employed to calculate entropy-weighted groundwater quality index (EWQI), principal component analysis (PCA), cluster analysis (CA), and non-carcinogenic and carcinogenic risks for adult and children health. The results revealed that groundwater in some locations, especially in GW19, was polluted by hardness, total dissolved solids, NH4+, Cl-, Fe, total coliform, and E. …


The Driving Force Of Urban Water Body Change In Chonburi Province, Thailand, Nararuk Boonyanam, Somskaow Bejranonda Jan 2022

The Driving Force Of Urban Water Body Change In Chonburi Province, Thailand, Nararuk Boonyanam, Somskaow Bejranonda

Applied Environmental Research

The rapid urbanization from special economic zones (SEZs) in Asia poses a risk on water crisis. This paper identifies water body change trend and its driving force of change in Chonburi province; the most urbanized area in the Eastern Economic Corridor (EEC) of Thailand, in order to analyse the root cause of water shortage in the area. Land use maps from 2006 to 2019 were used to evaluate the changing trend in water bodies using land use transition matrix and land use dynamic degree. Panel data from 364 observations in the Chonburi sub-district was used to assess the driving forces …


What Happens After A Shark Incident? Behavioral Changes Among Australian Beachgoers, Ingrid Van Putten, Nick Mcclean, Andrew Chin, Sue Pillans, Carla Sbrocchi Jan 2022

What Happens After A Shark Incident? Behavioral Changes Among Australian Beachgoers, Ingrid Van Putten, Nick Mcclean, Andrew Chin, Sue Pillans, Carla Sbrocchi

Human–Wildlife Interactions

Sharks (Selachimorpha) have an important ecological function and are both valued and feared by people around the world. Shark bite incidents present a high consequence risk in terms of human health and safety. In Australia, shark interactions with humans are most frequently recorded for the white shark (Carcharodon carcharias), bull shark (Carcharhinus leucas), and tiger shark (Galeocerdo cuvier). Human anxiety of encountering sharks may be elevated relative to the actual level of risk due to intensive media coverage, which typically emphasizes a narrative of highly abundant animals actively targeting human water users. This narrative …


Healthy Western Lands: A Proposal For Healthy Rangelands, Wildlife, And Free-Roaming Horses And Burros, James S. Sedinger, Rebekah Stetson Jan 2022

Healthy Western Lands: A Proposal For Healthy Rangelands, Wildlife, And Free-Roaming Horses And Burros, James S. Sedinger, Rebekah Stetson

Human–Wildlife Interactions

The Coalition for Healthy Nevada Lands, Wildlife and Free-roaming Horses (CHNL) is dedicated to proper management of free-roaming horses (Equus caballus) and burros (E. asinus) so rangelands are healthy, which benefits wildlife and the horses and burros themselves. The CHNL proposes the rapid reduction of horses and burros on designated public lands to achieve appropriate management levels (AML). After these reductions, the use of fertility control, supplemented with some gathers and adoption of gathered horses, should allow the Bureau of Land Management to economically maintain horse and burro populations at AML. The CHNL believes this approach …


Enhancing Stakeholder Engagement To Achieve The Sustainable Management Of Free-Roaming Equids, Celeste Carlisle, Dan Adams Jan 2022

Enhancing Stakeholder Engagement To Achieve The Sustainable Management Of Free-Roaming Equids, Celeste Carlisle, Dan Adams

Human–Wildlife Interactions

Wild horse (Equus caballus) and burro (E. asinus; WHB) stakeholders in the American West are divergent in their views of free-roaming equids on public lands. Management authority for free-roaming equids on designated public lands was given to the Bureau of Land Management (BLM) and the U.S. Forest Service (USFS) in 1971 by U.S. Congress with the passing of the Wild and Free-Roaming Horses and Burros Act (WFRHBA). In 1976, the Federal Land Policy and Management Act (FLPMA) mandated the BLM to manage public lands for multiple-uses, which included livestock grazing, energy development, recreation, and timber harvest. …


Symbiotic Relationship Between Local People And Asiatic Black Bears, Jangchuk Gyeltshen Jan 2022

Symbiotic Relationship Between Local People And Asiatic Black Bears, Jangchuk Gyeltshen

Human–Wildlife Interactions

There are 8 species of bears (Ursidae) in the world; of these, 6 species are known to occur in Asia. However, in Bhutan, there are only 2 species: the Asiatic black bear (Ursus thibetanus) and the sloth bear (Melursus ursinus). The Asiatic black bear is legally protected by the Forest and Nature Conservation Act of Bhutan 1995. The bear is categorized as vulnerable by the International Union for Conservation of Nature and also included under Appendix I of the Convention on International Trade in Endangered Species. Human–bear conflicts are prevalent in Bhutan, especially at the village …


Partnerships Create Success For The Devil’S Garden Wild Horses, Laura K. Snell Jan 2022

Partnerships Create Success For The Devil’S Garden Wild Horses, Laura K. Snell

Human–Wildlife Interactions

Many wild horse (Equus ferus caballus) populations that inhabit designated federal land in the United States currently exceed management objectives. Overabundant wild horse populations can adversely impact the ecosystem, native wildlife, and other land uses. Unfortunately, there is not a universal solution, as each impacted area may differ ecologically, economically, socially, and politically. Wild horse management is not just a 1-time project but a long-term program where buy-in is needed from the federal and state agencies, local governments, and private partners. Local county governments and private partners can have important insights and significant influence on the development and …


The Impact Of Covid-19 On Wildlife Strike Rates In The United States, Dan Parsons, Michael Malouf, Wayne Martin Jan 2022

The Impact Of Covid-19 On Wildlife Strike Rates In The United States, Dan Parsons, Michael Malouf, Wayne Martin

Human–Wildlife Interactions

Shortly after the COVID-19 pandemic impacted air traffic, industry bodies warned of the potential increase in wildlife strike risk. Prior to the pandemic, wildlife strikes were already a concern to the industry. We sought to evaluate industry warnings using interrupted time series analysis of wildlife strike trends in the United States. Using pre-pandemic wildlife strike trends, we compared a forecast of the expected monthly strike rates through the COVID-19 impact period (March 2020 to December 2020) to the actual wildlife strike rates for the same period. Our results showed an increase in wildlife strike rates in 5 out of the …


Exclusion Cycles: Reinforcing Disparities In Medicine, Ana Bracic, Shawneequa L. Callier, Nicholson Price Jan 2022

Exclusion Cycles: Reinforcing Disparities In Medicine, Ana Bracic, Shawneequa L. Callier, Nicholson Price

Articles

Minoritized populations face exclusion across contexts from politics to welfare to medicine. In medicine, exclusion manifests in substantial disparities in practice and in outcome. While these disparities arise from many sources, the interaction between institutions, dominant-group behaviors, and minoritized responses shape the overall pattern and are key to improving it. We apply the theory of exclusion cycles to medical practice, the collection of medical big data, and the development of artificial intelligence in medicine. These cycles are both self-reinforcing and other-reinforcing, leading to dismayingly persistent exclusion. The interactions between such cycles offer lessons and prescriptions for effective policy.


Regulating For Energy Justice, Alexandra B. Klass, Gabriel Chan Jan 2022

Regulating For Energy Justice, Alexandra B. Klass, Gabriel Chan

Articles

In this Article, we explore and critique the foundational norms that shape federal and state energy regulation and suggest pathways for reform that can incorporate principles of “energy justice.” These energy justice principles—developed in academic scholarship and social movements—include the equitable distribution of costs and benefits of the energy system, equitable participation and representation in energy decision making, and restorative justice for structurally marginalized groups.

While new legislation, particularly at the state level, is critical to the effort to advance energy justice, our focus here is on regulators’ ability to implement reforms now using their existing authority to advance the …


Corporate Taxes And Union Wages In The United States, Alison R. Felix, James R. Hines Jr. Jan 2022

Corporate Taxes And Union Wages In The United States, Alison R. Felix, James R. Hines Jr.

Articles

This paper evaluates the effect of U.S. state corporate income taxes on union wage premiums. American workers who belong to unions are paid more than their non-union counterparts, and this difference is greater in low-tax locations, possibly reflecting that unions and employers share tax savings associated with low tax rates. In 2000 the difference between average union and non-union hourly wages was $1.88 greater in states with corporate tax rates below four percent than in states with tax rates of nine percent and above. Controlling for observable worker characteristics, a one percent lower state tax rate was associated with a …