printer friendly pageSOC 120: Interpersonal Relations (SOC 220)
(Graduate students register for 220.) Forming ties, developing norms, status, conformity, deviance, social exchange, power, and coalition formation; important traditions of research have developed from the basic theories of these processes. Emphasis is on understanding basic theories and drawing out their implications for change in a broad range of situations, families, work groups, and friendship groups.
Last offered: Winter 2021
| UG Reqs: GER:DB-SocSci
SOC 121D: People Analytics: Data and Algorithms as Managerial Tools
Can machine learning help businesses hire (or fire) the right people? Can data science be used to close the gender pay gap? In this class, we'll explore the promises and pitfalls of using contemporary data analytics to help organizations manage their human resources. In doing so, we'll carefully examine the cutting-edge tools used by people analysts, use formal perspectives of human organization to think through the possible consequences of implementing these solutions in a business, and reason critically about the societal and ethical implications of their proliferation. No background in data science, computer science, or advanced mathematics is assumed for this class.
Last offered: Summer 2022
SOC 122: Race, Family, and the State (CSRE 122)
Family is often imagined as a private realm, but the state has historically played an important role in its regulation, particularly for low income families and racial minorities. How do government programs work to preserve some families while destabilizing others? This course examines the racial politics of state involvement in family life in 20th century America. We will look at how important state systems such as criminal justice, immigration, welfare, and foster care have shaped the legal possibilities for family life in America. The course incorporates sociological, historical, and legal scholarship to critically assess the structural influences shaping the experiences, choices, and legal possibilities for families of color.
Last offered: Spring 2023
SOC 123D: Mental Health from Crisis to Construction
Mental health is an increasingly hot topic in the media. Why are high school and college students struggling with more and more mental health issues? Why are rates of depression and anxiety increasing? What is the role of social media? How can people cope with the psychological consequences of a multi-year pandemic? These conversations often culminate in the belief that there is a 'mental health crisis' plaguing the 21st century. But mental health, like other social phenomena, is not experienced in a vacuum. How does social context shape individuals' psychological experience? How might sociologists think about the idea of a mental health crisis? This course will provide an introduction to the sociology of mental health and will give you the tools to think critically about narratives around wellbeing that you may hear in your own lives. You will learn how the line between health and illness ('normal' and 'crazy') is socially constructed, how social context influences subjective experien
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Mental health is an increasingly hot topic in the media. Why are high school and college students struggling with more and more mental health issues? Why are rates of depression and anxiety increasing? What is the role of social media? How can people cope with the psychological consequences of a multi-year pandemic? These conversations often culminate in the belief that there is a 'mental health crisis' plaguing the 21st century. But mental health, like other social phenomena, is not experienced in a vacuum. How does social context shape individuals' psychological experience? How might sociologists think about the idea of a mental health crisis? This course will provide an introduction to the sociology of mental health and will give you the tools to think critically about narratives around wellbeing that you may hear in your own lives. You will learn how the line between health and illness ('normal' and 'crazy') is socially constructed, how social context influences subjective experience, and how people's responses to subjective experience can change (and have changed) over time. We will also delve into demographic patterns in mental health experiences and discuss the social stigma that surrounds mental illness, mental health treatment, and diagnosis. Throughout the course, we will discuss contemporary issues around mental health - such as social media and the COVID-19 pandemic - using our sociological lens to offer explanations and insights. You will learn through reading scientific articles and books, class discussions, group work, and an independent final project that will be presented to the class at the end of the term.
Last offered: Summer 2022
| UG Reqs: WAY-SI
SOC 124D: The Sociology of Nature
What does is mean for something to be 'natural', and why is a connection to nature so often seen as a good thing? Drawing on perspectives from sociology, psychology, anthropology, environmental studies, and popular culture, this course analyzes how the concepts of nature and naturalness contribute to the way we make sense of our social world, including based on race, gender, beauty, morality, and politics. Students will learn about the history of environmentalism, the sociology of bodies, the economics of consumption, and the social psychology of traditionalism. Through a combination of lectures, in-class discussions, written assignments, and group projects, students will be encouraged to interrogate their own relationships with nature in order to more intentionally act towards the natural world and towards other people. Throughout, the course will prioritize a sociological lens by considering the roles of social relationships, power, scientific evidence, and inequality in cultural conceptions of nature.
Last offered: Summer 2022
SOC 125: The Rape Tax: Understanding the Financial Consequences of Sexual Assault and Trauma (FEMGEN 125S)
What are the consequences of sexual assault? How much does a sexual assault cost a person of their time, educational attainment, income, and ambitions? The goal of the course is to introduce undergraduate students to the relevant perspectives and academic research on the educational and economic consequences of sexual assault. Using a sociological lens, we will explore how experiences of sexual assault are consequential for individuals' lives beyond their physical or emotional well-being by examining how sexual assault may affect individuals' abilities to make ends meet. After briefly surveying the social determinants of sexual assault, this course will dive deeply into exploring the costs of sexual assault including the costs of reporting and engaging in the legal system, the costs to an individual's educational trajectory, the costs to an individual's ability to seek and maintain employment, the costs to making ends meet financially, and the macro-level costs for society. After surveying the literature, students will have the opportunity to apply their knowledge by learning about conducting research on sexual assault as an undergraduate student, designing their own research proposal, or volunteering with an organization that engages in work on sexual assault.
Last offered: Spring 2023
SOC 126: Introduction to Social Networks (SOC 226)
(Graduate students register for 226.) Theory, methods, and research. Concepts such as density, homogeneity, and centrality; applications to substantive areas. The impact of social network structure on individuals and groups in areas such as communities, neighborhoods, families, work life, and innovations.
Terms: Win
| Units: 4
| UG Reqs: GER:DB-SocSci, WAY-SI
SOC 127: Data Science for Social Impact (COMM 140X, DATASCI 154, EARTHSYS 153, ECON 163, MS&E 134, POLISCI 154, PUBLPOL 155)
You have some experience coding in R or Python. You've taken a class or two in basic stats or data science. But what's next? How can you use data science skills to make the world a better place? If you're asking those questions, then "Data Science for Social Impact" is for you. In this class, you'll work in four areas where data are being used to make the world better: health care, education, detecting discrimination, and clean energy technologies. You'll work with data from hospitals, schools, police departments, and electric utilities. You'll apply causal inference, prediction, and optimization techniques to help businesses, governments, and other organizations make better decisions. You'll see the challenges that arise when analyzing real data (for example, when some data are missing, or when the randomized experiment gets implemented wrong). You'll get ideas for an impactful and meaningful senior thesis, summer internship, and future career. Concretely, you'll have weekly problem s
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You have some experience coding in R or Python. You've taken a class or two in basic stats or data science. But what's next? How can you use data science skills to make the world a better place? If you're asking those questions, then "Data Science for Social Impact" is for you. In this class, you'll work in four areas where data are being used to make the world better: health care, education, detecting discrimination, and clean energy technologies. You'll work with data from hospitals, schools, police departments, and electric utilities. You'll apply causal inference, prediction, and optimization techniques to help businesses, governments, and other organizations make better decisions. You'll see the challenges that arise when analyzing real data (for example, when some data are missing, or when the randomized experiment gets implemented wrong). You'll get ideas for an impactful and meaningful senior thesis, summer internship, and future career. Concretely, you'll have weekly problem sets involving data analysis in R or python. You'll learn and apply techniques like fixed effects regression, difference-in-differences, instrumental variables, regularized regression, random forests, causal forests, and optimization. Class sessions will feature active learning, discussions, and small-group case studies. You should only enroll if you expect to attend regularly and complete the problem sets on time. Prerequisites: Experience programming in R or python, or willingness to learn very quickly on your own. A basic statistics or data science course, such as any of the following:
DATASCI 112,
ECON 102 or 108,
CS 129,
EARTHSYS 140,
HUMBIO 88,
POLISCI 150A,
STATS 60 or 101,
SOC 180B, or MS&E 125.
Terms: Aut, Spr
| Units: 5
| UG Reqs: WAY-AQR, WAY-SI
SOC 128D: Analytics for a Changing Climate: Introduction to Social Data Science
Data science has rapidly gained recognition within the social sciences because it offers powerful new ways to ask questions about social systems and problems. This course will examine how tools from data science can be used to analyze pressing issues relating to disaster, inequality, and scarcity in the Anthropocene (the current period in which humans are the primary driver of planetary changes). We will explore how a range of computational methods can be used to garner new meanings from sources such as weather monitors, press releases, websites, government programs, and more. This is a hands-on, interactive course culminating in a social data science project designed by the student or a team of up to four students. Most class sessions will be taught interactively using Jupyter Notebooks. Students will follow along with workshop-style lectures by using and modifying the provided R/Python code in real time to analyze data and visualize results. The course will cover such topics as the S
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Data science has rapidly gained recognition within the social sciences because it offers powerful new ways to ask questions about social systems and problems. This course will examine how tools from data science can be used to analyze pressing issues relating to disaster, inequality, and scarcity in the Anthropocene (the current period in which humans are the primary driver of planetary changes). We will explore how a range of computational methods can be used to garner new meanings from sources such as weather monitors, press releases, websites, government programs, and more. This is a hands-on, interactive course culminating in a social data science project designed by the student or a team of up to four students. Most class sessions will be taught interactively using Jupyter Notebooks. Students will follow along with workshop-style lectures by using and modifying the provided R/Python code in real time to analyze data and visualize results. The course will cover such topics as the South African water crisis, Hurricane Katrina, the California Wildfires, and water rights along the Colorado River. Students will learn to explore text data with tools such as word embeddings, topic models, and sentiment analysis. Students will gain experience with Python and R and will learn about a range of packages for cleaning data, linking and matching records, and mapping their results.
Last offered: Summer 2023
| UG Reqs: WAY-AQR, WAY-SI
SOC 129D: Food, Sustainability, and Culture
There are few issues more important for human life than those concerned with sustainability. Current global trends, such as climate change, biodiversity loss, rising inequality, and increasing urbanization, raise critical questions about future environmental and social sustainability. Changes are necessary for the survival of our species, especially around how and what we eat. But how can we bring about the changes needed? In this course, we explore the historical and cultural diversity of human-environment interaction as it pertains to food and agriculture, and analyze sustainability in a variety of contexts: from the local to the global, in the past and present, in the U.S. and among small-scale societies. We'll look at development through the lens of food, and discuss sustainability in the context of globalization: whether social movements around food justice or the new world of lab-based meats. From behavioral psychology and how it contributes to environmental action, to the individual choices we make every day, this course will help you reflect on the world, your own behaviors and assumptions, and how to act in greater accordance with the Earth's limits.
Last offered: Summer 2023
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