Open Access. Powered by Scholars. Published by Universities.®

Digital Commons Network™

Open Access. Powered by Scholars. Published by Universities.®

USF Tampa Graduate Theses and Dissertations

Discipline
Keyword
Publication Year

Articles 1 - 30 of 58

Full-Text Articles in Entire DC Network

Transformative Leadership In Community Schools: Building Equitable Cultures And Sustainable Community Partnerships For Student Success, Latiecea Janie Hailey-Brown Jun 2026

Transformative Leadership In Community Schools: Building Equitable Cultures And Sustainable Community Partnerships For Student Success, Latiecea Janie Hailey-Brown

USF Tampa Graduate Theses and Dissertations

Abstract

This qualitative autoethnographic inquiry explored how transformative and relational leadership were enacted and evolved during the creation, development, and sustainability of a community partnership school, and how these leadership experiences shaped my understanding of leadership and influenced my development and identity as a leader. Grounded in a constructivist paradigm and framed within a scholarly practitioner orientation, I critically examined my leadership experiences as assistant principal and principal of Havenwood: A Community Partnership School, the first community school in Rosewood County, Florida. Through reflective analysis of leadership practices, relationships, and decision-making processes, I illuminated how my leadership contributed to student …


Situating Stormwater Infrastructure Through Collaborative Design: Insights From A University-Community Partnership, Serena A. Echols Jun 2026

Situating Stormwater Infrastructure Through Collaborative Design: Insights From A University-Community Partnership, Serena A. Echols

USF Tampa Graduate Theses and Dissertations

Stormwater ponds help address flooding and partially mitigate nutrient pollution while sometimes serving as a central landscape element in community parks. In underserved urban communities, however, stormwater ponds are sometimes neglected and underutilized, leading to public health and environmental justice challenges. Our research in Tampa, Florida, seeks to develop pathways for residents and other stakeholders to collaboratively co-design infrastructure interventions and pondscape redevelopment for neglected stormwater ponds. Drawing on ethnographic and participatory methods as well as environmental assessment and modeling, we are working with residents of one pond community on cleanup and redevelopment strategies. Results reveal that balancing local and …


Housing Affordability Analysis Of Hillsborough County, Fl, Usa – Quantitative And Geographical Analysis Using Spatiotemporal Data, Bomin Koh Mar 2026

Housing Affordability Analysis Of Hillsborough County, Fl, Usa – Quantitative And Geographical Analysis Using Spatiotemporal Data, Bomin Koh

USF Tampa Graduate Theses and Dissertations

Housing affordability assessments rely on the 30 percent income method and generalized linear regression (GLR)-based hedonic price modeling. Both provide broad insights but fail to capture spatial heterogeneity in affordability challenges. This study upgrades housing affordability assessment approaches by incorporating the residual income method and Geographically Weighted Regression (GWR). The primary objective of this study is to determine whether methodological improvements, residual income method and GWR, yield significantly different results and provide a more accurate and spatially adaptive understanding of affordability dynamics in Hillsborough County, Florida.

The 30 percent income method is widely used and classifies households as cost-burdened if …


Coat Of Many Crises: Dolly Parton's Brand Storytelling Through Compassion And Consistency, Riley M. Hunt Mar 2026

Coat Of Many Crises: Dolly Parton's Brand Storytelling Through Compassion And Consistency, Riley M. Hunt

USF Tampa Graduate Theses and Dissertations

This study examined Dolly Parton’s crisis communication across four major crisiscontexts: the 2016 Gatlinburg wildfires, the 2021 Middle Tennessee flooding, the COVID-19 pandemic, and the 2025 Hurricane Helene floods. Using a qualitative multiple case study approach, the research analyzed media coverage, public statements, institutional communications, foundation announcements, and philanthropic records to identify recurring patterns in how ethical leadership and stakeholder responsibility were communicated during these crises. Guided by ethical communication theory, ethics of care, stakeholder theory, Situational Crisis Communication Theory (SCCT), and values-driven reputation management, the study explored how values were enacted through both communication and material action.

Findings indicated …


Struggle For Economic Plurality; Economies Of Belonging: Subsistence, Indigneity, And The Contradictions And Margins Of Capitalism In The Andean Highlands, Mario Renato Cavani Quevedo Nov 2025

Struggle For Economic Plurality; Economies Of Belonging: Subsistence, Indigneity, And The Contradictions And Margins Of Capitalism In The Andean Highlands, Mario Renato Cavani Quevedo

USF Tampa Graduate Theses and Dissertations

This dissertation examines the collective-oriented economy of the Viacha Highlands, a Quechua community in Cusco, Peru, to show how subsistence agriculture, reciprocity, and ritual practices constitute a coherent non-capitalist system of provisioning and belonging. Drawing on one year of ethnographic immersion, the study situates Viacha’s economy within the Community Economies framework, foregrounding its three commitments: anti- essentialism, pluriversality, and ethical–political praxis. Findings reveal that practices such as ayni-ayni (reciprocal labor exchange) and faina (communal work) resist reduction to wage labor, coexist alongside monetary and capitalist dynamics, and ground social reproduction in responsibility and care. At the same time, capitalist schooling, …


"You Need To Make The Decision You Can Live With": An Observational Study Of Anti-Abortion Centers In Tampa Bay, Anna Broich Jun 2025

"You Need To Make The Decision You Can Live With": An Observational Study Of Anti-Abortion Centers In Tampa Bay, Anna Broich

USF Tampa Graduate Theses and Dissertations

Anti-Abortion Centers (AACs) pose a grave threat to the reproductive health outcomes of Americans. Disguising themselves as licensed health clinics, AACs target vulnerable communities to prevent or delay abortion care through the spread of medical misinformation, contributing to abortion stigmatization. Situated in a state with a near-total abortion ban, this secret-shopper study aimed to understand the ways in which AACs in Tampa, Florida communicate anti-abortion rhetoric to pregnant people seeking abortions. Under the guise of people who suspect they are pregnant searching for abortion care, the main researcher and her assistants conducted the first phase of the study through 25 …


Growing The Future: Community Gardens In Hillsborough County, Florida, Nicole M. Kennady Mar 2025

Growing The Future: Community Gardens In Hillsborough County, Florida, Nicole M. Kennady

USF Tampa Graduate Theses and Dissertations

This project was an evaluation on community gardens in Hillsborough County, Florida from May 2024 to November 2024, built off of Homegrown Hillsborough’s first year evaluation of the current Hillsborough County food system. Homegrown Hillsborough is a network of community members with a mission to grow a strong food system in Hillsborough County by assisting in all areas of the food system from food production to food waste. Homegrown Hillsborough plans to act as a development initiative focused on community nutrition. Over the next two years, Homegrown Hillsborough plans to focus on food production, food access, and economic development. Through …


Exploring Educational Equity: An Ethnographic Case Study Of Non-Profit Initiatives In Early Childhood Education, Jovana Jovanovic Mar 2024

Exploring Educational Equity: An Ethnographic Case Study Of Non-Profit Initiatives In Early Childhood Education, Jovana Jovanovic

USF Tampa Graduate Theses and Dissertations

Quality early childhood education is acknowledged as a crucial factor in paving the way for academic success and societal contribution. Childhood experiences greatly influence individual life trajectories, significantly shaping future endeavors. This research delves into the intricate dynamics between socioeconomic status (SES), educational outcomes, and non-profit organizations, emphasizing the challenges faced by students from economically disadvantaged backgrounds. While factors such as limited resources, financial constraints, and substandard living conditions have been linked to negative consequences on educational attainment, this research seeks to understand the specific role of non-profits in enhancing educational opportunities. By shedding light on collaborative efforts between local …


Prepare For, Respond To, Recover, And Learn From Disasters: Using Data-Driven Methods To Model And Understand Disaster Resilience, Jinwen Xu Mar 2023

Prepare For, Respond To, Recover, And Learn From Disasters: Using Data-Driven Methods To Model And Understand Disaster Resilience, Jinwen Xu

USF Tampa Graduate Theses and Dissertations

Community resilience reflects the ability of human communities to prepare for, respond to, recover, and learn from disastrous events. Community resilience carries different meanings in different phases of disaster management (i.e., preparedness, response, recovery, and mitigation). With the emergence of new geospatial data sources, human activities now can be captured through social media, mobile signals, and nighttime illuminations, which makes it possible to describe the conditions among various communities before, during, and after disasters. Therefore, this dissertation explored the use of different types of geospatial data sources (social media, nighttime light remote sensing, land-use data, and census survey data) during …


Using Gis-Based Land Use Strategies To Minimize The Impacts Of Urbanization On Agricultural Land And Forest Cover: Case Study Of The City Of Limbe, Cameroon, Lucy Ebude Deba Enomah Nov 2022

Using Gis-Based Land Use Strategies To Minimize The Impacts Of Urbanization On Agricultural Land And Forest Cover: Case Study Of The City Of Limbe, Cameroon, Lucy Ebude Deba Enomah

USF Tampa Graduate Theses and Dissertations

Urbanization is one of the most dominant phenomena of the 21st century; it is propelled by natural growth and rural-to-urban migration. This latter is typically a product of rural residents moving to urban centres in search of economic opportunities. This phenomenon is accompanied by immense land use and cover changes – predominantly agricultural and forest lands to urban land uses such as buildings and infrastructure. The goal of this research was to contribute to efforts to minimize the impacts of urbanization on agricultural land and forest cover in Limbe, Cameroon, and to develop GIS-based strategies to allocate suitable land for …


Surviving A Broken System: Synergies Between Solidarity Economies And Sustainable Development Goals, Julie Beach Nov 2022

Surviving A Broken System: Synergies Between Solidarity Economies And Sustainable Development Goals, Julie Beach

USF Tampa Graduate Theses and Dissertations

Capitalism has created problems including wealth polarization, rapid depletion of natural resources, and pervasive systemic societal issues. Hard work is not enough to solve the unequal distribution and barriers preventing access to necessities. Sustainable Development Goals (SDGs) were created to remedy the harsh reality of global inequities and negative environmental impacts by working towards a more just and equitable future for all. Solidarity Economies (SE) offer an alternative framework to achieve these goals.

This research used multiple qualitative methods to investigate the synergies between SE and SDGs in a growing urban environment. St. Petersburg, FL struggles with affordable housing, food …


Measuring Sustainable Development Through Tax Increment Financed Brownfield Redevelopment Statutes: A Florida Case Study, Jeff Burton Apr 2022

Measuring Sustainable Development Through Tax Increment Financed Brownfield Redevelopment Statutes: A Florida Case Study, Jeff Burton

USF Tampa Graduate Theses and Dissertations

This research measures the theoretically sustainable development synergy of United States’ redevelopment, tax increment, and brownfield statutes and questions local redevelopment professionals on this combination’s implementation. This policy’s integration and application measurements guide increased knowledge and best practice methods in the path of America’s population migration into urbanized areas, thus managing the economic, environmental, and social impacts for future generations.

This examination used a pragmatic, qualitative, and quantitative mixed-method approach to identify, collect, code, and analyze redevelopment, tax increment, and state brownfields laws. An exhaustive literature review of the laws’ histories explained when and why they exist. In addition, a …


A Systems Approach For Improving The Performance Of Rural Community-Managed Water Systems Using Siasar: Case Studies In Bolivia And Colombia, Rachel A. Cannon Mar 2021

A Systems Approach For Improving The Performance Of Rural Community-Managed Water Systems Using Siasar: Case Studies In Bolivia And Colombia, Rachel A. Cannon

USF Tampa Graduate Theses and Dissertations

Globally, the focus of environmental engineers and water, sanitation, and hygiene (WASH) professionals in the rural water sector has shifted from building new technology to ensuring long-term functionality of water systems and closing the access gap between urban and rural residents. In Latin America and the Caribbean, the main challenges to ensuring clean water for all rural residents is poor service delivery quality and limited sustainability over time. A common management strategy in the region, and globally, is community-management, where community members manage, operate, and maintain the water system through cost sharing and financial management. The failure of community-managed water …


Stakeholder Experiences With Arts-Based University-Community Partnerships In General Education, Veronica Leone Matthews Feb 2021

Stakeholder Experiences With Arts-Based University-Community Partnerships In General Education, Veronica Leone Matthews

USF Tampa Graduate Theses and Dissertations

University-community partnerships (UCPs) have significant potential as a way for universities to connect with communities and provide students with High Impact Practices (HIPs). Despite over 20 years of literature calling for increased community engagement, institutions of higher education have been slow to integrate UCPs into the General Education curriculum. Certain components have been identified as necessary for the effectiveness and sustainability of UCPs. However, little is known about the experiences and perceptions of key stakeholders including students, faculty, and community partners who participate in arts-based UCPs. This study investigated these stakeholders’ perceptions regarding participating in arts-based UCPs as part of …


Networks In The Norm Life Cycle And The Diffusion Of Environmental Norms, James E. Fry Nov 2020

Networks In The Norm Life Cycle And The Diffusion Of Environmental Norms, James E. Fry

USF Tampa Graduate Theses and Dissertations

In this research, I analyze how Transnational Municipal Networks (TMNs) and cities affect the diffusion and transmission of a decarbonization norm. Urban policy and political science scholars assert that cities and their networks are influential in implementing internationally coordinated environmental policy. However, few projects have analyzed how local actors may diffuse environmental norms that have been developed in the international system. Using the norm life cycle, this research explores the transmission of a decarbonization norm by means of GHG measurement and mitigation. I identify two critical objectives associated with a decarbonization norm: establishing a system for monitoring GHG emissions and …


Perceptions Of Infrastructure, Flood Management, And Environmental Redevelopment In The University Area, Hillsborough County, Florida, Kris-An K. Hinds Jun 2019

Perceptions Of Infrastructure, Flood Management, And Environmental Redevelopment In The University Area, Hillsborough County, Florida, Kris-An K. Hinds

USF Tampa Graduate Theses and Dissertations

The University Area (UA), a low-income, unincorporated neighborhood in Hillsborough County, Florida, is a site of sustainable redevelopment by the local government and nonprofit organizations. Throughout the past decade, the transitions in local and state political climates have significantly impacted the residents’ ability to advocate for infrastructural and environmental improvement to the site. This thesis discusses the findings of a research project dedicated to exploring resident perspectives of stormwater management, infrastructure, and the redevelopment currently occurring the University Area. Drawing from theoretical concepts in political ecology, environmental justice, and the interplay of agency and structure, this research investigates the impacts …


Increasing The Supply Of The Missing Middle Housing Types In Walkable Urban Core Neighborhoods: Risk, Risk Reduction And Capital, Shrimatee Ojah Maharaj Mar 2019

Increasing The Supply Of The Missing Middle Housing Types In Walkable Urban Core Neighborhoods: Risk, Risk Reduction And Capital, Shrimatee Ojah Maharaj

USF Tampa Graduate Theses and Dissertations

There is a low supply of the missing middle housing types (MMH) in walkable urban core neighborhoods. That is, a variety of compact low- to mid-rise housing in walkable areas that are accessible to entertainment, recreational and other amenities. The largest demographic, the millennials, followed by the baby boomers, prefer the MMH types. The MMH types is a new name for a variety of compact housing types that existed in traditional neighborhoods in urban areas pre-World War II. However, due to changes in housing preferences after World War II, the requisite land use and zoning changes facilitated larger single-family homes …


Development And Application Of Decision-Making Tool For Rural Spring-Sourced Gravity-Fed Community Managed Water Systems, Oswaldo Galicia Mar 2019

Development And Application Of Decision-Making Tool For Rural Spring-Sourced Gravity-Fed Community Managed Water Systems, Oswaldo Galicia

USF Tampa Graduate Theses and Dissertations

People all over the world still lack access to safe drinking water service. Those with access experience several issues during the first few years of installation that impede on their overall access. In order to improve water services, not only is a proper decision-making tool necessary, taking into account key factors that impact sustainable water service, but proper monitoring and evaluation is also important in ensuring service for the long term. There are several developed assessment tools used for monitoring and evaluation of water systems post-construction, applicable in various scenarios. However, there are only few tools available to facilitate the …


Pursuing Resilience Of Coastal Communities Through Sustainable And Integrated Urban Water Management, Pacia Díaz Nov 2018

Pursuing Resilience Of Coastal Communities Through Sustainable And Integrated Urban Water Management, Pacia Díaz

USF Tampa Graduate Theses and Dissertations

Reliability of water supply in the urban setting has become essential for communities to function and thrive. It is needed for more than mere human consumption and well-being. Although modern cities have water treatment and distribution systems, pressures from urbanization, population growth and the anticipated pressures of climate change are affecting the quality of water supply and the reliability of treatment and distribution systems. There is therefore an urgent need to take appropriate measures to improve the resilience of water supply systems before the impacts are irreversible.

Improving the resilience of water supply systems can be a challenge. In the …


School Leadership And Appreciative Inquiry In Culture Of Care, Anthony Jones Aug 2018

School Leadership And Appreciative Inquiry In Culture Of Care, Anthony Jones

USF Tampa Graduate Theses and Dissertations

This capstone project was part of a group project completed by five school and district administrators in Hillsborough County, Florida. The project began because of our passion for teachers who are able to establish a culture of care in their classrooms that support students academically but transform their learning through experiences that enable them to be more highly engaged and productive students, regardless of ethnicity, socioeconomic status, perceived academic abilities, and backgrounds.

My focus in this group project was an exploration of how Walker Middle Magnet School became more diverse while increasing student achievement during the conversion to a ‘reverse …


Policing The Riverfront: Urban Revanchism As Sustainability, Jared J. Austin Mar 2018

Policing The Riverfront: Urban Revanchism As Sustainability, Jared J. Austin

USF Tampa Graduate Theses and Dissertations

An unnoticed shift is underway in the revanchist model of accumulation by dispossession (Harvey, 2005) that is rebranding the neoliberal reorganization of space and economic growth. I call this shift “Urban Revanchism as Sustainability,” following Mike Davis and Daniel Monk (2007). In this study, I describe how Tampa elites, led by Democratic Mayor Bob Buckhorn, use politically popular discourses of ‘sustainability’, ‘walkability’, ‘bike-ability’, among others, to coopt the rhetoric and symbols of social and environmental justice as cover for urban capital accumulation. I describe how in the wake of 2008 which devastated Tampa, and in the context of the subsequent …


The Spirit Of Friendship: Girlfriends In Contemporary African American Literature, Tangela La'chelle Serls Nov 2017

The Spirit Of Friendship: Girlfriends In Contemporary African American Literature, Tangela La'chelle Serls

USF Tampa Graduate Theses and Dissertations

The Spirit of Friendship: Girlfriends in Contemporary African American Literature examines spiritual subjectivities that inspire girlfriends in three contemporary novels to journey towards actualization. It examines the girlfriend bond as a space where the Divine Spirit can flourish and assist girlfriends as they seek to become actualized. This project raises epistemological questions as it suggests that within the girlfriend dynamic, knowledge that is traditionally subjugated is formed and refined. Finally, girlfriend epistemology is considered in light of Black Girl Magic, a contemporary social and cultural movement among Black women.


The Fate Of Fecal Indicator Bacteria In Passive Nitrogen Reduction Systems, Michelle B. Henderson Jul 2017

The Fate Of Fecal Indicator Bacteria In Passive Nitrogen Reduction Systems, Michelle B. Henderson

USF Tampa Graduate Theses and Dissertations

The sustainability of water resources is an international and national concern. With increased human activity, water distribution on a global, regional, and local scale has been negatively impacted. Managing water resources also includes managing wastewater. A promising solution to the issues of water scarcity and distribution in the environment is the reuse of wastewater. Wastewater is produced from various sources (domestic, industrial, and commercial); however, if this water is able to be reused closer to the source of generation it could positively impact water distribution. In the United States, approximately 25% of domestic wastewater is treated in onsite wastewater treatment …


Potential Impacts Of Accelerated Sea-Level Rise And Hurricane-Induced Storm Surge In Western Pasco County, Florida, Kittiya Harris Jun 2017

Potential Impacts Of Accelerated Sea-Level Rise And Hurricane-Induced Storm Surge In Western Pasco County, Florida, Kittiya Harris

USF Tampa Graduate Theses and Dissertations

Sea levels have risen approximately 20 cm since the beginning of the 20th century and more than 3 cm in the past 20 years, suggesting that global sea level rise is accelerating. As sea levels continue to rise and storms become more intense, coastal property and populations become more susceptible to damage. Florida is especially vulnerable to hurricane-induced storm surge (HSS) and the onset of accelerated sea-level rise (ASLR) due to its extensive coastline and high population density along the coast. The main purpose of this research is to assess the potential economic impacts of ASLR and HSS for two …


How Lessons From A Past Disaster Can Influence Resilience And Climate Adaptation In Broward County, Florida, Hannah Rose Torres Mar 2017

How Lessons From A Past Disaster Can Influence Resilience And Climate Adaptation In Broward County, Florida, Hannah Rose Torres

USF Tampa Graduate Theses and Dissertations

In the face of future uncertainties, many places are struggling with decisions about how to prepare for and adapt to climate change. The purpose of this research is to shed light on the concept of resilience, and uncover lessons for resilience-building exposed by a past disaster, Hurricane Wilma.

The dissertation begins with an introduction (Chapter 1) detailing the research problem, key terms and overall research design. The study was conducted in three distinct phases. The first phase (Chapter 2), explored the concept of resilience to understand how it was defined in three South Florida communities. Content analyses of city and …


Reducing Caregiver Burden: Fostering Healthy Aging And Social Support, Maria A. Rodriguez Mar 2017

Reducing Caregiver Burden: Fostering Healthy Aging And Social Support, Maria A. Rodriguez

USF Tampa Graduate Theses and Dissertations

Over 43.5 million Americans provide informal care to a fast-growing elderly population in the United States. Informal care allows care-recipients to remain functional members of society. However, research suggests that the demands of informal care can negatively impact the health of caregivers. For example, caregiver burden increases the risk for poor health in caregivers compared to non-caregivers. Caregiving research is on the rise, but the dynamics of informal care in active retirement communities remains widely unexplored. To provide adequate services to lessen caregiver burden and improve the Quality of Life (QoL) of informal caregivers, the various settings in which informal …


What Makes Water Policy Sustainable? An Analysis Of Water Policy In Us Cities, Rebecca Brady David Feb 2017

What Makes Water Policy Sustainable? An Analysis Of Water Policy In Us Cities, Rebecca Brady David

USF Tampa Graduate Theses and Dissertations

This dissertation works to create a clearer understanding of sustainability in water policy. Current water policy in four US cities was compared to a matrix of recommended sustainability themes that have been presented in the literature to determine the extent of which these themes have been implemented into water policy. To best analyze policy for sustainability it is necessary to look at the policy of cities that are considered sustainable. This was determined by a city’s inclusion in “Most Sustainable US Cities” lists. The two cities that best represented sustainability were Austin, TX and San Francisco, CA. The research also …


An Examination Of Perspectives On Community Poverty: A Case Study Of A Junior Civic Association, Monica Heimos Heimos Mar 2016

An Examination Of Perspectives On Community Poverty: A Case Study Of A Junior Civic Association, Monica Heimos Heimos

USF Tampa Graduate Theses and Dissertations

Nonprofit organizations have become a necessary staple in the lives of people and communities experiencing poverty. Many of these organizations provide services that they think their communities need. The solutions and services these organizations provide are incumbent on what the organizations think causes poverty. Although the motivations behind these organizations have good intentions, their approach to poverty could further jeopardize people and communities by not providing proper or necessary services that have the ability to help people get out of poverty. To explore how organizational values and perspectives on poverty are operationalized, I examined one nonprofit grassroots organization in Tampa …


The Relationship Between Social Networks, Exchange And Kids’ Food In Children’S Peer Culture, Stephanie Tillman Melton Nov 2015

The Relationship Between Social Networks, Exchange And Kids’ Food In Children’S Peer Culture, Stephanie Tillman Melton

USF Tampa Graduate Theses and Dissertations

This study investigates children’s peer culture, social networks and the role that kids’ food plays in peer exchanges during middle childhood. During this stage children develop social competencies as they join peer groups with other children and become socialized into children’s peer culture. In order to immerse myself within children’s culture, I conducted ethnographic fieldwork at two afterschool programs providing care for elementary school children. I investigated friendships, social networks and exchanges among third through fifth grade children at the programs. The study included participant observation and participatory group interviews with a sample of the children at both sites. The …


Pottery Exchange And Interaction At The Crystal River Site (8ci1), Florida, Kassie Christine Kemp Oct 2015

Pottery Exchange And Interaction At The Crystal River Site (8ci1), Florida, Kassie Christine Kemp

USF Tampa Graduate Theses and Dissertations

The Crystal River site (8CI1) is a Woodland-period mound (ca. 1000 BC to AD 1050) complex located on the west-central Gulf coast of Florida. Links to the Hopewell Interaction Sphere suggest that the people of Crystal River had connections with a broad range of communities, yet little is known concerning the role the site played in local, regional, or long-distance exchange networks. Pottery traditions vary amongst different communities of practice, therefore the level of interaction at Crystal River can be measured by looking at variation in the ceramic assemblage. I combine type/attribute, vessel form and function, gross paste, and chemical …