Experimental Methods in Biomarkers Resea

Exper Methods in Biomarke

Careful consideration is needed in the design and implementation of molecular epidemiologic studies that leverage biomarkers of exposure, disease susceptibility, disease etiology, prediction, and prognosis. This course aims to provide insight into major methodologies and logistic considerations when incorporating the use of biological specimens in epidemiologic research from concept to publication.  For this purpose, we will utilize simulated laboratory experiences and a mock molecular epidemiology study for hands-on insight into the application of biomarkers in epidemiologic settings in conjunction with class discussions on published findings. Class activities include small group assignments where each group takes responsibility of designated tasks as part of a mock molecular epidemiology study and report back their activities for in-class discussion throughout the semester.  This work will culminate in a final report at the end of the semester.  In addition, 1-2 students in each session will be assigned to lead an in-class discussion that critically exams a published molecular epidemiology study.   Students will also complete a virtual lab notebook that assesses material covered in the assigned virtual laboratory.

• Department: Environmental Health Sciences
• R 2:30 p.m.-3:50 p.m.
• Instructor: Maya A Kappil
  Info
• 1.5 points

PropTech and Real Estate Disru

Real estate accounts for one third of the capital assets around the world. The real estate sector is ripe for change, being famous for its historical lack of capacity for deep and continuing innovation. The internet, mobile telephony, and ability to collect and process big data have enabled a boom in technology-based solutions applied to nearly all areas of real estate. In 2017, venture investors deployed over $5 billion in real estate technology, more than 150 times the amount invested in 2010. Once a sector ignored by the venture industry, real estate tech has come front and center, producing two of the three most valuable startups in the United States, WeWork and Airbnb.

• Department: Finance
• W 2:20 p.m.-5:35 p.m.
• Instructor: Tomasz Piskorski
  h-index: 21 Info
• 3 points

PropTech and Real Estate Disru

Real estate accounts for one third of the capital assets around the world. The real estate sector is ripe for change, being famous for its historical lack of capacity for deep and continuing innovation. The internet, mobile telephony, and ability to collect and process big data have enabled a boom in technology-based solutions applied to nearly all areas of real estate. In 2017, venture investors deployed over $5 billion in real estate technology, more than 150 times the amount invested in 2010. Once a sector ignored by the venture industry, real estate tech has come front and center, producing two of the three most valuable startups in the United States, WeWork and Airbnb.

• Department: Finance
• W 2:20 p.m.-5:35 p.m.
• Instructor: Tomasz Piskorski
  h-index: 21 Info
• 3 points

Art and Reformation

Carlos Eire has recently argued that the history of Europe from 1450 to 1650 can be written as a history of reformations. Might a similar claim be made about the visual arts? This course will examine critiques of religious images emerging from various reform movements and practices that responded to these: at one extreme, censorship and iconoclasm, at the other, creative approaches that resulted in new forms of art. The course will center on Italy, though students are welcome to work on related material in other places.

• Department: Art History and Archaeology
• R 2:10 p.m.-4 p.m.
• Instructor: Michael Cole
  CULPA: 4 Wikipedia Info
• 4 points

Applied Credit Investing

In this twelve-person seminar, we will review the structure of the high yield bond and private lending markets and develop a practical approach to assess credit risk. The class will be divided into four groups of three students each. Homework assignments and presentations are to be completed collaboratively within each group. We will discuss market trends and analyze recent debt offerings. The emphasis will be placed on developing analytic skills for reviewing corporate credit (i.e., understanding the economics/cash generation capacity of a business, one’s position in a balance sheet and rights as a creditor) and assessing how the market measures and prices credit risk.

• Department: Finance
• W 9 a.m.-12:15 p.m.
• 1.5 points

Finance for the World's Poorest

Finance for World's Poorest

For the poorest, the lack of a safe convenient place to save and easy and timely access to small loans translates into doing without, selling assets and making decisions that keep families locked into poverty. The focus of this class is helping the poorest begin to move out of poverty by improving how they save, borrow, and manage their money. What you learn in class and through the readings will help you to design and implement large-scale, low cost even self-replicating projects. This in contrast to the sea of ill conceived, top down, expensive, small-scale, low performing development initiatives that are all too common. This class focuses on catalyzing the capacity of local people to take the lead on solving their own problems. We will cover various strategies for assisting the poorest: Microfinance, Mobile money, Savings Groups, Ultra-Poor Graduation Programs, Conditional Cash Transfer (CCT) and Cash Transfer programs, and Traditional savings circles in developing and developed countries. This course will provide you with the practical tools you need to design and launch effective projects in the field. This course meets for seven four-hour sessions.

• Department: International and Public Affairs
• T 6:10 p.m.-10 p.m.
• Instructor: Jefferey Ashe
  Info
• 3 points

DIRECTOR-DESIGNER WORKSHOP

To begin to develop an understanding and vocabulary in relation to theatrical design with a central emphasis on the roles of scenery and costumes in telling a dramatic story.

The class will begin with a general introduction into the issues and goals of the course, after which there will be three sessions devoted to issues of scene design and three sessions devoted to issues of costume design. Shakespeare’s Hamlet will be the focus for these discussions. Over the course of these sessions, directors will be asked to gather visual research and, in the end, arrive at a concept for their production of the play.

Directors will also be asked to visit one set and one costume class so that they can see how designers are grappling with the same principles and developing different approaches to interpreting and realizing a theatrical text for the stage.

• Department: Theatre Arts
• T 6:30 p.m.-9:30 p.m.
• 3 points

Impact Investing

This course is intended to provide students with an overview of the range of investing and funding approaches used by impact investors. This will be done through a combination of lectures, discussions, and presentations by leading impact investors and thought leaders. The substantive areas covered will include: (1) financial instruments and techniques used to fund social enterprises (for-profit, nonprofit and hybrids); (2) the differing financial return and social impact return expectations of impact investors; (3) how investors/funders and investment/wealth managers and advisors structure their portfolios and funds; and (4) strategies used by impact investors to search for impact investing opportunities. As well as investor/funder perspectives, the course will explore the role of financial innovation in creating opportunities to finance social enterprises, and the enabling regulatory framework and information intermediaries that are needed to support the development of robust social capital markets.

• Department: Finance
• W 6 p.m.-9:15 p.m.
• Instructor: Mark Berryman
  Info
• 1.5 points

Writing For the Screen

• Department: Film
• W 9:30 a.m.-12:30 p.m.
• Instructor: Ramin C Serry
  Info
• 3 points

ADVANCED PLAY DIRECTING SEMINAR

ADV. PLAY DIRECTING SEMIN

This class will focus in on how to direct opera and will cover the process of making an opera from analysing the score until the opening night. The aims are to: 1) Introduce theatre directing students to the practical differences between theatre and opera directing; 2) Equip them with practical skills and knowledge so that they could walk into any opera rehearsal room (either as an assistant or a director) and know exactly what to expect and how to manage the process; 3) Offer them techniques to strengthen their skill of interpretation or concept by guiding them to focus in on one specific opera case study; and 4) Introduce them to specialist professional practitioners, like conductors, singers and set designers, to allow them to understand the art form through the lens of the collaborators the opera director works with.

• Department: Theatre Arts
• W 9:30 a.m.-12:20 p.m.
• Instructor: Anne Bogart
  Wikipedia Info
• 3 points

S ENVIRO ISSUES IN BUS TRANS

• Department: Law
• M 4:20 p.m.-6:10 p.m.
• 2 points

Climate Finance

Climate change may be today’s most serious challenge to the future of humanity. Scientists have concluded that avoiding catastrophic climate change will require a reduction in greenhouse gas emissions to zero by 2050 or shortly thereafter, a dramatic reversal after several hundred years of industrial growth. This will require a rapid transformation of the global economy, requiring trillions of dollars in capital and creating new and risks and opportunities for investors to finance the transition. This course builds on the lessons learned in B8705 Business and Climate Change. The course begins with an introduction to climate finance and the topic of carbon markets, followed by classes on project finance to finance renewable energy, venture and growth capital to finance emerging climate technologies, and public equity strategies including divestment and ESG investing. Financial products in the fixed income and insurance markets are examined for climate impact, followed by a class session on development finance to understand the unique challenges and solutions to investing in climate solutions in emerging markets. The course wraps-up with a class session on the strategies used by banks and investment firms for the transition to net zero, concluding with a discussion of the impact of the climate crisis on opportunities and careers in finance.

• Department: Finance
• T 2:20 p.m.-5:35 p.m.
• Instructor: Bruce M Usher
  Info
• 1.5 points

Navigating China

No business and no government can ignore China. The Peoples Republic of China is the second largest economy in the world and is on course to overtake the US economy sometime in the future. China represents huge opportunities for businesses and public policies but it also presents a set of tough challenges. This course is designed to provide a framework for understanding these issues. As several other emerging market economies hope to follow Chinas footsteps, the conceptual framework in the course should help one to better appreciate risks and rewards in these economies as well. In this course, we will discuss what motivates the Chinese as savers, consumers, workers, and entrepreneurs. We will explore both the people factor and the government factor underlying Chinas growth story. We will not be satisfied with simply repeating the conventional wisdoms, but will probe deeper than what we often read or hear. We will also combine conceptual knowledge with practical insight by inviting distinguished speakers with rich business or government experience to share their perspectives on Chinas business environment and other related topics.

• Department: Business Economics
• T 9 a.m.-12:15 p.m.
• Instructor: Shang-Jin Wei
  Wikipedia h-index: 96 Info
• 3 points

Security Analysis

The course’s objective is to present a rational investment philosophy and process for equity security analysis and capital allocation. The course has three sections:
(1) Investment Philosophy and Capital Markets
What is the objective of security analysis and investing?
Why does a value-based methodology win over time?
Does Modern Portfolio Theory explain empirical evidence?
What is more instructive for investment analysis – determining value or expected return?
What is the difference between “cheap” and “mis-priced”?
(2) Investment Process – Valuation and Competitive Strategy
What is the difference between a great business, a good business and a bad business?
How can we evaluate when a business and/or an industry’s mid-long term economics change?
How can we evaluate company specific structural mis-pricings that exist?
How can we categorize investment opportunities to improve how we value and define them?
How can we define a process to source mis-pricings into investment categories?
What are the commonly used valuation methodologies and which are most instructive for certain situations?
What is the most effective framework for modeling a business and what are the pitfalls?
How can we evaluate management’s history of capital allocation? How important is it and how do we factor this into valuation?
(3) Capital Allocation and Global Macro
What top-down inputs are instructive for a security analyst?
What lessons have we learned from previous bubbles?
Can computing and evaluating asset class expected returns help source where a security analyst might find mis-pricings and compounding opportunities?
How do we evaluate secular headwinds or tailwinds for industries and businesses?
What are the pitfalls of consensus thinking and is there a benefit to seeking the edge of the crowd?
What are the key economic data points that truly inform the analyst where we are in certain cycles?
The curriculum will seek to answer these questions by first reviewing investing principals and concepts. Thereafter we will bring in company executives and investment practitioners to provide real world evidence of these principles in action and allow for students to participate in a
thoughtful, factual dialogue.

• Department: Finance
• W 2:20 p.m.-5:35 p.m.
• Instructor: Christopher Begg
  Info
• 3 points

Public Health GIS

PUBLIC HEALTH GIS

Geographic Information Systems (GIS) has emerged as an essential tool for public health researchers and practitioners. The GIS for Public Health course will offer students an opportunity to gain skills in using GIS software to apply spatial analysis techniques to public health research questions. The laboratory section of the course will give students the opportunity for hands-on learning in how to use GIS systems to analyze data and produce maps and reports. These laboratory exercises will be designed to increasingly challenge the students to incorporate the analytic skills and techniques they have learned in other courses with the geospatial and spatial statistics techniques commonly used in GIS. Guest speakers will be invited to share their real-world examples of GIS in Public Health research and practice. These speakers will include Columbia researchers and staff from government agencies or non-profit organizations.

• Department: Environmental Health Sciences
• W 1 p.m.-3:50 p.m.
• W 5:30 p.m.-8:20 p.m.
• Instructor: Joel Capellan
  Info
• Instructor: Jeremy Porter
  h-index: 19 Info
• 3 points

C TAX POLICY

• Department: Law
• R 4:20 p.m.-6:10 p.m.
• 2 points

Applied Value Investing

This course combines the methods and teachings of security analysis with practical buy-side methodologies to identify and research attractive value investments. Emphasis will be placed on the development and implementation of a sound and repeatable research process. Both long and short methodologies will be covered during the semester.
This course will leverage your theoretical learning in security analysis plus require you to develop business acumen and industry expertise. A combination of fundamental analysis and assessment of intrinsic value will be balanced with thematic thinking and business judgment. The course should arm you with the tools to identify attractive value investments through a variety of methodologies for several alternative fund strategies. Throughout the semester, students will prepare five full investment memoranda on assigned stock securities. After the first name, which will be assigned to the entire class, subsequent stocks will be assigned to small groups of students. Certain students will be required to develop the long thesis while others develop the short thesis. Ultimately each student will select one of their ideas to further develop (long or short) for a final presentation to the class and outside fund managers. The class will be kept small to take advantage of the instructional method. Class discussions will be complemented by guest discussions from highly regarded investment professionals from the long only and hedge fund community.

• Department: Finance
• FM 6 p.m.-9:15 p.m.
• R 6 p.m.-9:15 p.m.
• T 2:20 p.m.-5:35 p.m.
• FM 6 p.m.-9:15 p.m.
• W 6 p.m.-9:15 p.m.
• Instructor: Kevin Oro-Hahn
  Info
• 3 points

S TAX DEALS WORKSHOP

This is a Law School course. For more detailed course information, please go to the Law School Curriculum Guide at: http://www.law.columbia.edu/courses/search

• Department: Law
• W 6:20 p.m.-8:10 p.m.
• Instructor: Gary Mandel
  Info
• 2 points

Advanced Investment Research

This will be a demanding class meant for the student intent on entering the investment management industry post-graduation. As such, only students who demonstrate a compelling interest in professional investment management will be admitted, and admission will be limited to 10 students to ensure quality of experience for all involved. This seminar is not open to the bidding process and no auditors will be allowed. The purpose of this section of Advanced Investment Research is to help students learn how to rip apart" a company and draw thoughtful conclusions about whether it might make for a good investment opportunity. Topics will include stock selection, identifying the key investment factors, developing a variant view, and networking with industry contacts to help confirm or refute one's thesis. The class will culminate with students delivering a detailed research recommendation on a single investment idea to a panel of judges. The goal is for students to leave class with an actionable investment idea and a framework for how to develop and research ideas in the future.
This class will be demanding and potentially overwhelming if you are not prepared to dedicate significant time and energy to it. Students should expect 20-25 hours of work per week outside of class, and the work load may be higher if you have not previously done detailed fundamental investment research. We recommend that you do not take this class if you are unable to put in this amount of time because you will not be able to keep up, and you will not be happy with your final grade.
Note: this class will also include a substantial pre-class assignment which will be a material part of the final grade.

• Department: Finance
• T 6:30 p.m.-9:30 p.m.
• Instructor: Kian Ghazi
  Info
• 3 points

Mental Models, Investment Fram

Please note that this course was open to Value Investing applicants only, and is not biddable. The roster has been set, and the course is now closed. This course will help students learn the process of performing investment case studies. Investors use case studies to build a library of mental models and real-world analogies to facilitate pattern recognition in order to make superior investment decisions, refine search filters, identify key investment factors, assess how investments are likely to play out, develop and monetize their circle of competence, and to understand the life cycle of investments and where we stand today in that cycle. This class is complementary to the Value Investing Program.

• Department: Finance
• W 2:20 p.m.-5:35 p.m.
• 3 points

Hedge Funds

The course is designed for individuals who wish to learn more about the investment strategies employed by hedge funds. Students range from those considering a career switch out of a very broad range of activities to this style of asset management to those who are interested in affiliated activities, from marketing hedge funds to selling to them. The course is outlined in more detail in the attached syllabus, or in the brief video.

• Department: Finance
• T 6 p.m.-9:15 p.m.
• Instructor: Fa Savoldelli
  Info
• 3 points

Principles of Epidemiology III: Applied

PRINS/EPID III:DATA ANALY

The purpose of this course is to provide practical experience in analyzing epidemiologic data. The goal is to familiarize you with various analytic methods and their uses to answer specific epidemiologic research questions. Brief reviews of relevant statistical methods, their applications in epidemiologic research and interpretation of results will be covered step by step in this course. You will be provided with several data sets from epidemiologic (case-control and cohort) studies and will be asked to conduct analyses of these data.

• Department: Epidemiology
• T 1 p.m.-3:50 p.m.
• Instructor: Adina Zeki Al Hazzouri
  h-index: 25 Info
• 3 points

EPIDEMIOLOGY III

• Department: ONLINE MS IN EPIDEMIOLOGY
• U 8:30 a.m.-5 p.m.
• Instructor: Amelia Boehme
  h-index: 21 Info
• 3 points

Short Selling

There’s an old Wall Street adage: “Don’t short valuation.” So, is everything else fair game? What about frauds, are those sure things? The purpose of this class is to answer these questions and equip students to profitably employ short-selling investment strategies. We will introduce students to all aspects of short-selling. However, we will assume that students have prior knowledge of the basics mechanics of shorting a stock, as well as various accounting tricks and “shenanigans” that companies employ to mask weaknesses in their business. To that end, we will provide some materials that should be reviewed before the start of class to review these concepts.

In class, we will first dig into the academic literature behind short selling. We will discuss what has worked historically, and whether or not it has been successful as of late. We will then read and discuss case studies on “famous” shorts and frauds. We will, with the benefit of hindsight, try to identify inflection points in the arc of each company. The students will also become familiar with the risks of shorting frauds too early. We will examine various short selling strategies, including “activist shorting”, that are currently being employed in the markets. We will evaluate what elements make for a compelling short “pitch.” Additionally, students will learn about idea sourcing, portfolio management, risk management, and compliance.

While the title and focus of the class is “Short Selling,” it is important to note that the techniques and investment approaches we will discuss are highly applicable to long-focused investing as well. Deciding not to own a security that is included in a tracking index is functionally the same as shorting the security, and understanding a company’s true profitability (and not the version that it promotes through its accounting decisions) is highly important for valuation efforts. A deep and skeptical research approach should assist fundamental analysts in all fields. We will approach this topic from both theoretical and practical perspectives, drawing heavily on the academic literature around short selling as well as highly-experienced practitioners. We will examine what makes a profitable short, and pay particular attention to unsuccessful shorts and
how to avoid them. The mosaic of analysis will include accounting, market microstructure, fundamental factors, behavioral finance, value-added research, and various v

• Department: Finance
• R 6 p.m.-9:15 p.m.
• 1.5 points

SCIENCE,KNOWLEDGE & TECHNOLOGY

How do scientific and technical experts do their work and produce the results that they do? The purpose of this course is to read and critically evaluate the canonical works in the sociology of science, knowledge, and technology and to initiate a research project. The research paper for this course can be tailored to meet the student's long term research or professional interests. The readings are organized chronologically to introduce major works and their authors, present an overview of the development of the field, the diversity of perspectives, turning points, and controversies.

• Department: Sociology
• W 4:10 p.m.-6 p.m.
• Instructor: Diane Vaughan
  CULPA: 6 Wikipedia Info
• 3 points

Psychiatric Epidemiology

PSYCHIATRIC EPIDEMIOLOGY

This is a semester-long course that addresses issues in adult psychiatric epidemiology. The course begins with a review of the origins of psychiatric epidemiology in several classic studies. It also describes major recent studies, presents evidence concerning the reliability and validity of psychiatric diagnosis in community studies and summarizes evidence derived from epidemiological studies that is relevant to issues of etiology. The course also covers selection into treatment, treatment effectiveness, the distribution of treatment, and social factors affecting course and role functioning.

• Department: Epidemiology
• R 2:30 p.m.-5:20 p.m.
• Instructor: Katherine M Keyes
  Wikipedia Info
• 3 points

DRAMATURGY II: SHAKESPEARE

.

• Department: Theatre Arts
• M 10 a.m.-12:50 p.m.
• Instructor: Michael J Sexton
  Info
• 3 points

ELEC EVIDENCE & DISCOVERY WORKSHOP

• Department: Law
• W 6:20 p.m.-8:10 p.m.
• Instructor: David P Horowitz
  Wikipedia Info
• 2 points

S TRIAL SKILLS: IMMIGRATION

• Department: Law
• M 6:20 p.m.-9:10 p.m.
• Instructor: Dorothy Harbeck
  Info
• 3 points

SEM-ETHNOMUSICLGY:FLD MTHDS I

• Department: Music
• T 12:10 p.m.-2 p.m.
• Instructor: Kevin Fellezs
  CULPA: 4 Info
• 3 points

POLIT ECONOMY OF DEVELOPMENT

Why are some nations able to grow and prosper while others mired in conflicts and poverty? What are the political factors that shape countries’ success in growing their economies How does economic progress affect a regime’s ability to stay in power and the prospects and direc-tions of political changes? This course addresses these questions by introducing students to major ideas and findings from both classical and cutting-edge scholarship on political economy of de-velopment. The first part of the course will review major episodes of growth (or the lack thereof) in human history and how they influenced the theoretical paradigms for studying development. The second half of the course will be devoted to more specialized topics, examining how differ-ent institutions, strategies, and contingencies affect countries’ economic fortunes. The goal of the course is to help you acquire the necessary conceptual and empirical toolkit for digesting and producing scholarly knowledge about the origins and consequences of economic development.

• Department: Political Science
• T 2:10 p.m.-4 p.m.
• Instructor: Junyan Jiang
  h-index: 8 Info
• 4 points

Cancer Epidemiology

CANCER EPIDEMIOLOGY

Methods used in cancer epidemiology are critically examined through weekly assigned readings, lectures and class discussion. Topics covered in this course include molecular and cellular biology of cancer, basic mechanisms of carcinogenesis, and the roles of chemical, viral, hormonal, genetic and nutritional factors in human cancer. The natural history of cancer analysis of time trends in cancer incidence, mortality, survival and geographic distribution are also examined. Screening and treatment issues will be discussed.

• Department: Epidemiology
• W 1 p.m.-3:50 p.m.
• Instructor: Jasmine A McDonald
  Info
• 3 points

Spatial Epidemiology

Spatial epidemiology is the study of geographic distributions and determinants of health in populations. The goal of this class is to introduce students to relevant theory and methods, in order to provide the foundational skills required to understand and critically analyze spatial epidemiologic studies. The course emphasizes spatial epidemiology as a sub-discipline of epidemiology while acknowledging the many scientific disciplines that shape it, including biostatistics, cartography, criminology, demography, economics, geography, psychology, and sociology. We begin by defining spatial epidemiology and exploring these multi-disciplinary roots, with particular regard to the theoretical causal mechanisms that provide a bridge between social and physical environmental conditions and population health. We then provide a basic overview of geographic information systems and their utility for descriptive spatial epidemiology—including data visualization and cluster detection—before demonstrating how to incorporate spatial structures within conventional epidemiologic study designs to examine associational and causational relationships between environmental conditions and health outcomes. Class readings describe advances in theory and methods for spatial epidemiology and related disciplines, as well as concrete examples of applications for communicable disease, non-communicable disease, and injury epidemiology. This course is intended for doctoral and 2ndyear MPH students.

• Department: Epidemiology
• M 2:30 p.m.-5:20 p.m.
• Instructor: Christopher N Morrison
  Info
• 3 points

COLLOQUIUM IN DEVELOPMENT

Prerequisites: the instructors permission. Students will make presentations of original research.

• Department: Economics
• F noon-1 p.m.
• 2 points

Tech Arts: Advanced Post Production

Tech Arts: Adv Post Produ

Tech Arts: Advanced Post Production covers advanced techniques for picture and sound editing and the post production workflow process. The goal of the course is to give you the capabilities to excel in the field of post production. We will focus extra attention to concepts and workflows related to long-form projects that can contain a team of technical artists across the post production pipeline. We will cover preparing for a long-form edit, digital script integration, color management and continuity, advanced trimming, and advanced finishing. The hands-on lessons and exercises will be conducted using the industry-standard Non-Linear Editing Systems, Avid Media Composer, and Davinci Resolve.

Each week’s class will consist of hands-on demonstrations and self-paced practice using content created by the students and provided by the program.

• Department: Film
• F 10 a.m.-1 p.m.
• Instructor: Michael J Cacioppo Belantara
  Info
• 1.5 points

S. Food Systems and US Environmental Law

S FOOD SYSTEM & US ENVIRO

• Department: Law
• W 4:20 p.m.-6:10 p.m.
• Instructor: Peter Lehner
  Info
• 2 points

S. Law & Finance of the Art Market

S LAW & FIN OF THE ART MA

See CLS curriculum guide for description

• Department: Law
• T 4:20 p.m.-6:10 p.m.
• Instructor: Cathy M Kaplan
  Info
• 2 points

POL ECON ANALYS OF POL BEHAVIOR

This course examines comparative political behavior from a political economy perspective, focusing on how incentives drive the micro-level behavior of voters and politicians. Students will rigorously examine contemporary debates, both theoretically and empirically. Student will also combine formal models and modern research designs to generate hypotheses, identify causal effects, and ultimately seek to interpret them. The course draws from evidence from across the democratic world. The goals of this course are twofold. The substantive goal is to familiarize students with theoretical arguments and frontier empirical evidence pertaining to central questions in comparative political economy. The methodological goal is to help students think critically and conduct cutting edge research. Specifically, the course aims to empower students to read and even write formal models, implement modern causal inference techniques in their research, and combine the two approaches to interpret the evidence.

• Department: Political Science
• R 2:10 p.m.-4 p.m.
• Instructor: John Marshall
  h-index: 20 Info
• 4 points

S. Law Journal Management

• Department: Law
• 1 points

Current Work in Injury Control and Preve

CRNT WORK IN INJURY CONTR

The primary objectives in this course are to gain knowledge about and to critically engage with current topics in the field of injury control and prevention, to develop research and scientific inquiry skills, and to make meaningful connections with experts in this field. In this course, we will learn from experts on four topics in the field of injury control and prevention. By the end of the semester, students will have improved their ability to interpret peer-reviewed research on current topics in injury control and prevention and will be prepared to go forward asking important scientific questions in this field, with a solid sense of what is already known and what is worthy of further inquiry and investigation. Readings will be determined by the four guest speakers based on what is relevant to their field of research.

• Department: Epidemiology
• M 1 p.m.-1:50 p.m.
• Instructor: Thelma Mielenz
  Info
• 0.5 points

Digital Investing

The course is designed to introduce business students to the application of value investing concepts and disciplines to digital businesses. We will cover a wide range of digital business models in companies at a variety of stages and development.The course is organized around major digital business models and industry verticals. After the introductory sessions, each week will closely examine a leading digital company (or companies) within the model/vertical at issue, as well as an alternative established or emerging digital competitors. The analytical framework will be reflected in an Investment Committee Memorandum template that will serve as a basis for class discussion. The template incorporates the key decision-making variables relevant to a value investing approach. The first half of each class will focus on the overall sector identified and leading company example.The second half will include Investment Committee Memo presentations by two student groups on the alternative digital business examined. Some sessions will include participation of relevant leading digital investors or executives. In addition to weekly readings, the two textbooks for the class are: Value Investing: From Graham to Buffett and Beyond (VI) by Bruce Greenwald et al. and The Curse of the Mogul: What's Wrong with the World's Leading Media Companies (COM) by Jonathan Knee et al. The reading assignments for class combine chapters of the book with relevant background materials on the general sector and specific companies studied. Grading is based on:Final examination (65%) Group presentations (25%) Class participation (10%)"

• Department: Finance
• T 2:20 p.m.-5:35 p.m.
• Instructor: Jonathan A Knee
  h-index: 5 Info
• 3 points

Public Health Surveillance

PUBLIC HEALTH SURVEILLANC

Public health surveillance is the fundamental mechanism that public health agencies use to monitor the health of the communities they serve. It is a core function of public health practice, and its purpose is to provide a factual basis from which agencies can appropriately set priorities, plan programs, and take actions to promote and protect the public's health. This course will cover the principles of public health surveillance, including historical context, vital registration, disease reporting regulations and notifiable diseases, surveillance registries, surveillance for behaviors and risk factors, administrative data sources in surveillance, epidemiologic uses of surveillance data, legal and ethical issues, and dissemination of surveillance information.

• Department: Epidemiology
• R 1 p.m.-3:50 p.m.
• Instructor: Batya O Elul
  Info
• 3 points

Environmental Epidemiology

ENVIRONMENTAL EPIDEMIOLOG

The goals of this class are to familiarize the students with the methodological issues and design strategies used in environmental epidemiology and to develop the student's critical thinking regarding the application of epidemiologic methods. The course covers traditional approaches to environmental epidemiology such as, occupational cohorts and ecologic studies and also covers newer molecular epidemiologic approaches to exposure assessment and the analysis of gene-environment interactions. Discussions of classic environment-disease associations, such as aflatoxin and liver cancer, illustrate methodologies used to investigate the health effects of environmental exposures. Each week readings will be assigned for discussion in the following class, students are expected to be prepared to discuss the readings.

• Department: Epidemiology
• R 1 p.m.-3:50 p.m.
• Instructor: Andrew G Rundle
  Info
• 3 points

Foundations of VC

The course is very experiential. Learnings will be applied to companies that are currently fundraising and you will assess each company as if you were considering investing. There will be 2-3 guest lecturers (in addition to the startup pitches) from experts in the ecosystem so students get a varied perspective. Real company info will be shared in this class. As a result, class slides will be handed out in class but not shared electronically and class sessions will not be recorded.

• Department: Finance
• W 9 a.m.-1 p.m.
• TF 2:20 p.m.-5:35 p.m.
• M 6 p.m.-9:15 p.m.
• Instructor: Angela W Lee
  Info
• Instructor: Edward Zimmerman
  Info
• Instructor: Owen E Davis
  Info
• 1.5 points

COLL IN INDUST ORGANIZATION

Prerequisites: the instructors permission. Students will make presentations of original research.

• Department: Economics
• M 11:30 a.m.-12:30 p.m.
• 2 points

Strategic International Commercial Trans

Strat Int'l Comm Trans

This course is designed to introduce the student to several of the most frequently encountered types of strategic international business arrangements -- including mergers and acquisitions, joint ventures and strategic alliances, project finance, intellectual property licensing, and international private equity and venture capital transactions. We will compare and contrast deal elements common to international transactions of varying types. In addition, we will look at how specific elements of the U.S. regulatory environment and foreign regulatory environments affect international transactions and will consider what kinds of barriers -- legal, financial, cultural, commercial, practical, and
ethical -- businesses face in cross-border deals. What are the elements which make a transaction truly international? How do international transactions differ from purely domestic ones? What is the role of the lawyer in international transactions? This course is targeted to JD, LLM, and MBA students who are interested in learning more about international corporate law and business. We will be taking a decidedly hands on, practical approach, which will include close scrutiny and examination of actual deal agreements and related documents. The class is a basic, survey-style course, intended as an introduction to the world of international deal-making for the relatively uninitiated -- students with significant deal-making experience may find it insufficiently challenging. Students will be responsible for reading assignments, class participation, and preparation of an 8-10 page mid-term take-home client memo. In lieu of a final exam, JD and LLM students will be expected to prepare, individually, a 25-30 page research paper, and MBA students (who will be earning 3 credits for this course) will be expected to prepare, individually, two separate 15–20 page research papers, in each case on a topic of international business law as agreed upon with the instructor. A select number of students will have the opportunity to present the results of their research to the class. JD minor writing credit granted upon completion. LLM writing credit granted upon completion
The course is solely being offered at Columbia Law School: https://www.law.columbia.edu/academics/courses/34204

• Department: Finance
• MW 6:20 p.m.-8:30 p.m.
• Instructor: Mark S Vecchio
  Info
• 3 points

Modern Value

You might have heard that value, quant value to be specific, has not performed well over the last decade. Consider the Figure below. It shows the returns associated with investing $1 in four quant strategies, big value, big growth, small value and small growth. The facts are straightforward. Big growth has outperformed big value, but the value premium is alive and well amongst small stocks. In general, when one looks at value versus growth, growth has outperformed greatly. Does this mean value investing is dead? Absolutely not. Journalists and observers confuse quant value with value investing Modern value is about value investing: The process by which we estimate the fundamental value of the business operations of the firm in the context of the competitive position the company has in the industry and markets in which it operates. Notice that I wrote process. Value investing is indeed structured and systematic, and it needs to be because it is granular, focused on the specifics of the firm under consideration. Thus, it is easy to get lost in the details of the firm. The process helps you assess the importance of each bit of information and integrate them coherently in the analysis that combines tools from accounting, valuation and the economics of strategic behavior. around the appropriate aspects of the business?

• Department: Finance
• MTWRF 9 a.m.-5 p.m.
• Instructor: Tano Santos
  h-index: 27 Info
• 3 points

LEGACIES OF EMPIRE & SOV UNION

This intensive course offers an introduction to multiple disciplinary and cross-disciplinary approaches to the major issues defining the emergence, persistence, and transformation of the countries that once comprised the Soviet bloc. The course explores the history, politics, economies, societies, and political cultures of Russia, the non-Russian republics of the former USSR, and East Central Europe, focusing on the conceptual, methodological, and theoretical developments employed by Soviet studies in North America and related disciplines. It also critically interrogates the enduring relevance and problems posed by the widespread use of the term “Soviet legacy” in reference to contemporary features and challenges faced by the region.

The intensive nature of this course is reflected in two ways- preparation and focus. First, the course carries a substantial reading load designed to inform and prepare students for the course sessions. These assignments will mostly be academic readings, but may also include short videos, news articles, and digital archival materials. In order to use our time together productively, the lectures and discussion will build upon, not review, the assignments for the session. Each session typically will be split into 2 segments, roughly of 55-60 minutes each. Many of these segments will be taught by guest lecturers who will give 30 mins presentations on their topic and then field questions. During our limited time for Q&A students should ask single, concise questions.

• Department: Russian Eurasian E. European
• W 4:10 p.m.-6 p.m.
• Instructor: Elise Giuliano
  CULPA: 6 Info
• 4 points

Clinical Epidemiology

CLINICAL EPIDEMIOLOGY

Clinical epidemiology is a basic science of clinical medicine and a subspecialty of epidemiology. It is the application of epidemiologic methods to studying problems encountered in clinical settings pertaining to the causes and management of diseases and medical conditions in individual patients. The central paradigm of clinical epidemiology is that exposure and outcome patterns of the disease in different population groups can be analyzed methodically to gain scientific knowledge about the etiology, diagnosis, prognosis, safety, and effectiveness of therapeutic and other interventions. Epidemiologic methods are increasingly used in clinical investigations to provide scientific evidence for assessing clinical practice and for improving clinical decision making and outcomes. This course is designed to introduce students to basic theories, concepts, and methods of clinical epidemiology, and provide them with the necessary tools and skills to critically appraise the clinical research literature, competently design and conduct clinical studies, and appropriately analyze and interpret clinical data. This course consists of one lecture and one laboratory session per week. Students will be evaluated based on a mid-term exam, final exam, and homework assignments.

• Department: Epidemiology
• F 1 p.m.-3:50 p.m.
• Instructor: Guohua Li
  Info
• 3 points

The Art of Forecasting: Crysta

Course Overview:
FINCB8451

• Department: Finance
• M 2:20 p.m.-5:35 p.m.
• Instructor: Ellen Carr
  Info
• 1.5 points

Complex Antepartum Care

COMPLEX ANTEPARTUM CARE

This course provides the graduate midwifery student with theoretical knowledge of complex conditions that may arise during the antepartum period. Maintaining a person-centered approach to care is emphasized within the context of health equity.

• Department: Nursing
• T 2 p.m.-4:20 p.m.
• Instructor: Pritiasha N Harrichand
  Info
• 2 points

Viollet-le-Duc & the Culture of Drawing

Viollet-le-Duc & 19th-C A

The seminar, focused on the architect, theorist, and restorer Eugène-Emmanuel Viollet-le-Duc (1814-1879), will explore the theory and practice of drawing central to his diverse activities in architecture, historical restoration, and art history and in interaction with other disciplines and graphic discourses of the 19th century. From the moment Viollet-le-Duc refused the canonical architectural training of the École des Beaux-Arts with its highly codified drawing practice sanctioned by the Académie des Beaux-Arts, he sought to advance his reputation and define his field of action by establishing distinctive modes of drawing, at first disseminated through the traditional Salon de Paris but soon through the channels of an inventive set of publications, whether polemical organs of the professional press, dictionaries, lecture courses, newspaper, or even children’s books. His dialogue with painters and with scientists – particularly in geology, botany and comparative anatomy – and more generally to the 19th-century visual culture with its new mode of diffusion will be central themes.

The seminar is conducted in parallel with one at McGill University led by Prof. Martin Bressani.  Barry Bergdoll and Martin Bressani are co-curators of an upcoming exhibition on Viollet-le-Duc’s drawing practices to be presented at the Bard Graduate Center in New York in Autumn 2025. Many of our sessions will be held hybrid – Columbia students together face-to-face in New York while the McGill seminar group in Montreal joins us via video-conference.   At the end of the semester the two seminars will present a joint symposium of the seminar research in New York.

• Department: Art History and Archaeology
• M 4:10 p.m.-6 p.m.
• Instructor: Barry G Bergdoll
  CULPA: 1 Info
• 4 points

ENERGY REGULATION

This is a Law School course. For more detailed course information, please go to the Law School Curriculum Guide at: https://www.law.columbia.edu/courses/search

• Department: Law
• T 4:20 p.m.-6:10 p.m.
• Instructor: Michael Gerrard
  CULPA: 2 Wikipedia Info
• 2 points

Real Estate Debt Markets

This half session "B" course is focused primarily on the commercial real estate debt markets and is complimented by the half session "A" course, Real Estate Equity Markets. Students may wish to take both half courses sequentially for a complete understanding of the Real Estate Capital Markets or individually. The purpose of this course is to provide the student with a comprehensive understanding of both theory and practice in the commercial real estate debt markets both from the perspective of capital providers as well as property investors. The approach will be to make sure students first have a thorough grasp of the relevant theories and models used to value these assets and then to apply that understanding to reality seeing the limitations of the theory. Students will learn how to underwrite, size, and analyze a variety of commercial real estate debt including balance sheet first mortgage loans, first mortgage loans for securitization and CMBS, and subordinate debt structures including mezzanine loans, B- notes and preferred equity. The course will also teach the student how to analyze the $800 billion CMBS market, the largest commercial real estate debt market and the associated CRE CDO, CRE CLO and CMBX markets both from a theoretical and practical perspective. These markets finance about one quarter of all commercial real estate debt. They were also at the heart of the recent commercial real estate bubble, collapse and rebirth. Some time will also be devoted to agency "CMBS (multifamily)" markets including FNMA DUS MBS, FHLMC K certificates and Ginnie Mae Project and construction loan certificates. As a final project, students will be grouped into teams and given commercial real estate securities to analyze on a Bloomberg to make investment decisions. All students who would like to understand these critical markets and their connection to the commercial property markets are welcome. The course would be particularly appropriate for students wishing to pursue careers in real estate finance and/or trading, creating, investing in, researching, selling or regulating commercial real estate securities. The course is also recommended for students wishing to pursue careers as developers or investors in commercial real estate properties themselves (" the dirt") but want to understand how to fund their ventures via these instruments and how volatility in the real estate debt capital markets for these instruments can create opportunities and risks in the property markets themselves.

• Department: Finance
• T 6 p.m.-9:15 p.m.
• Instructor: Brian P Lancaster
  Info
• 1.5 points

Real Estate Debt Markets

This half session "B" course is focused primarily on the commercial real estate debt markets and is complimented by the half session "A" course, Real Estate Equity Markets. Students may wish to take both half courses sequentially for a complete understanding of the Real Estate Capital Markets or individually. The purpose of this course is to provide the student with a comprehensive understanding of both theory and practice in the commercial real estate debt markets both from the perspective of capital providers as well as property investors. The approach will be to make sure students first have a thorough grasp of the relevant theories and models used to value these assets and then to apply that understanding to reality seeing the limitations of the theory. Students will learn how to underwrite, size, and analyze a variety of commercial real estate debt including balance sheet first mortgage loans, first mortgage loans for securitization and CMBS, and subordinate debt structures including mezzanine loans, B- notes and preferred equity. The course will also teach the student how to analyze the $800 billion CMBS market, the largest commercial real estate debt market and the associated CRE CDO, CRE CLO and CMBX markets both from a theoretical and practical perspective. These markets finance about one quarter of all commercial real estate debt. They were also at the heart of the recent commercial real estate bubble, collapse and rebirth. Some time will also be devoted to agency "CMBS (multifamily)" markets including FNMA DUS MBS, FHLMC K certificates and Ginnie Mae Project and construction loan certificates. As a final project, students will be grouped into teams and given commercial real estate securities to analyze on a Bloomberg to make investment decisions. All students who would like to understand these critical markets and their connection to the commercial property markets are welcome. The course would be particularly appropriate for students wishing to pursue careers in real estate finance and/or trading, creating, investing in, researching, selling or regulating commercial real estate securities. The course is also recommended for students wishing to pursue careers as developers or investors in commercial real estate properties themselves (" the dirt") but want to understand how to fund their ventures via these instruments and how volatility in the real estate debt capital markets for these instruments can create opportunities and risks in the property markets themselves.

• Department: Finance
• T 6 p.m.-9:15 p.m.
• Instructor: Brian P Lancaster
  Info
• 1.5 points

Real Estate Equity Securities

Important Scheduling Notes: The first class (9/7/21) conflicts with Rosh Hashana and will be moved to either Thurs 9/9/21 or Fri 9/10/21 from 1:00 - 4:15 pm. The final class (10/12/21) will be held on Friday 10/15/21.
FINCB8457

• Department: Finance
• T 6 p.m.-9:15 p.m.
• Instructor: Ross L Smotrich
  Info
• 1.5 points

Complex Management in Sexual and Reprodu

CMPLX MGMT SEXUAL & REPR

This diagnosis and management course identifies complex sexual and reproductive health issues within the scope of nurse midwifery practice. Emphasis will be on the nurse midwifery role in the management of complex cases which includes collaborative care and referrals. Concurrent supervised clinical experiences enhance and ground the didactic experience. Social and reproductive justice issues and health outcome measures with respect to disparities will be integrated throughout.

• Department: Nursing
• T 11 a.m.-12:50 p.m.
• Instructor: Caroline S Handschuh
  Info
• 2 points

Foundations Of Private Equity

• Department: Finance
• M 6 p.m.-9:15 p.m.
• Instructor: Donna M Hitscherich
  Info
• 1.5 points

Introduction to Intrapartum Care

Intro to Intrapartum Care

This course provides foundational knowledge and skills for midwifery management and support of physiologic labor and birth. Hands-on workshops with task trainers and simulation will be utilized to provide instruction and feedback on practical skills necessary for assessment and management of the laboring and birthing person.

• Department: Nursing
• 2 points

An Introduction to Blockchain

This course will introduce fundamental concepts and a high-level overview of the burgeoning blockchain and cryptocurrency space. The course will begin by providing a background in fundamental concepts in Computer Science such as in cryptography, distributed systems, and data structures. It will then move on to an in-depth overview of blockchain, the history of Bitcoin and the proliferation of new consensus models, ICOs, smart contracts, and more. Industry guest speakers will share their perspectives.

• Department: Finance
• T 9 a.m.-12:15 p.m.
• Instructor: Omid Malekan
  Info
• 3 points

Residential Real Estate: Dirt, Debt, And

The course’s objective is to teach the student how to develop, value, finance, and invest in residential real estate and residential real estate debt securities and derivatives as well as to understand how the US residential financing system works. Given its’ broad and deep sweep, students will learn about a wide range of topics ranging from the importance of fits and finishes in selling homes in a new subdivision, to how to entitle land, to how blockchain is being used to disrupt the mortgage origination process, to how to create an Agency residential CMO companion bond and a lot more. A range of housing types will be covered including: single family subdivisions, market rate urban condominiums, low and moderate income housing, workforce and student housing, manufactured housing, and senior residential living
communities, and rental apartments. At the end of the course we will also focus on racism and real estate.
The course is recommended for Columbia Business School MBA, EMBA, PhD and MSc financial engineering students who
wish to understand these markets better or who want to pursue careers or side businesses in developing and/or buying
residential types of real estate, and/or who wish to trade, sell, research, or institutionally invest in residential real estate
securities and derivatives. Cross registrants from SIPA, the School of Engineering, Law and Journalism schools who want
to better understand how housing development and the US housing finance system works are also welcome.

• Department: Finance
• FMW 10:50 a.m.-12:20 p.m.
• Instructor: Brian P Lancaster
  Info
• 3 points

Residential Real Estate: Dirt, Debt, And

The course’s objective is to teach the student how to develop, value, finance, and invest in residential real estate and residential real estate debt securities and derivatives as well as to understand how the US residential financing system works. Given its’ broad and deep sweep, students will learn about a wide range of topics ranging from the importance of fits and finishes in selling homes in a new subdivision, to how to entitle land, to how blockchain is being used to disrupt the mortgage origination process, to how to create an Agency residential CMO companion bond and a lot more. A range of housing types will be covered including: single family subdivisions, market rate urban condominiums, low and moderate income housing, workforce and student housing, manufactured housing, and senior residential living
communities, and rental apartments. At the end of the course we will also focus on racism and real estate.
The course is recommended for Columbia Business School MBA, EMBA, PhD and MSc financial engineering students who
wish to understand these markets better or who want to pursue careers or side businesses in developing and/or buying
residential types of real estate, and/or who wish to trade, sell, research, or institutionally invest in residential real estate
securities and derivatives. Cross registrants from SIPA, the School of Engineering, Law and Journalism schools who want
to better understand how housing development and the US housing finance system works are also welcome.

• Department: Finance
• FMW 10:50 a.m.-12:20 p.m.
• Instructor: Brian P Lancaster
  Info
• 3 points

Ambulatory Care in Midwifery: Clinical

AMB CARE IN MIDWIFERY CLI

This clinical course covers the broad scope of sexual, reproductive health and prenatal care including: the history and physical examination techniques aimed at understanding the physiologic parameters of sexual health and pregnancy and recognizing complex conditions, illness or risk for complication. This course focuses on the physical, emotional and educational needs of the person seeking midwifery care and covers a variety of clinical areas including health maintenance, screening, sexual health, family planning, preconception, pregnancy and late postpartum care.

• Department: Nursing
• 3 points

Finance in the Family Firm

The course is directed towards students who are involved with the management of family businesses, either their own family's or someone else's, as well as towards students who interact with family businesses. The focus of this course is primarily on financing decisions faced by
privately held family businesses. We will explore the family, business, and ownership issues found in family owned and managed companies to get a better understanding of how financial decisions are influenced.
Through lectures, case studies, student work experiences and guest speakers, we consider questions of control, growth, liquidity, and the evolving role of governance and the family office in the financing decisions of the family owned enterprise.
The course has the following objectives:
• Develop a system framework to analyze factors influencing family business financial decisions.
• Increase your understanding, effectiveness and commitment as a member of a family firm (either you own family’s or someone else’s) or as an advisor to such firms
• Identify the characteristics that differentiate a family business from other businesses
• Examine the life cycles of family businesses from the perspective of business, family and ownership
• Learn to identify and evaluate situations and problems in family businesses
• Examine best practices and explore emerging trends in family business management
• Develop family business competitive strategies

• Department: Finance
• RF 9 a.m.-5 p.m.
• Instructor: Craig S Wo
  Info
• 1.5 points

Epidemiology of HIV and AIDS

EPIDEMIOLOGY OF HIV/AIDS

This applied course introduces students to the epidemiology of HIV infection in resource-rich and resource-limited settings. Class sessions focus on the latest approaches to conducting surveillance of HIV and AIDS; the evolving burden of HIV infection in sub-groups, including men who have sex with men, people who inject drugs, adolescent girls and older people; the development and evaluation of prevention- and treatment-related interventions across a range of settings; and the application of epidemiologic methods to understand historical and current controversies and determine best practices. Activate participation in class discussion and exercises, homework, a group presentation and a final project will be used to evaluate student progress towards learning objectives.

• Department: Epidemiology
• W 10 a.m.-11:20 a.m.
• Instructor: William J Reidy
  Info
• 3 points

Building a VC Investment Thesis

Building a VC Investmnt T

Learning Objectives & Course Overview: To understand the spectrum of investment theses, from very specific to more opportunistic. To understand the process of developing an investment thesis (different roles, who is involved, what resources are needed). To start to build a perspective on a specific sector as an early stage (Seed / Series A) investor. This course will cover different sectors each time it is taught, and it is not meant to be a deep dive on any one particular sector There will be 2-3 guest lectures where students will hear investors share their firms investment thesis, so students get a varied perspective. Real company info will be shared in this class. As a result, class slides will be handed out in class but not shared electronically and class sessions will not be recorded. Intended Audience: Aspiring investors who want to understand how investors develop an investment thesis Founders who want to understand how seed investors evaluate startups. This course is not intended for students who want to deep dive on a particular sector or who want to specifically focus on growth and later stages of VC investing. This course will not go deep into these topics: Strategic VCs (corporate/government/university), organizational structure (the merits of having a deep platform team) and governance of a fund (compensation, investment decision voting).

• Department: Finance
• T 9 a.m.-12:15 p.m.
• Instructor: Angela W Lee
  Info
• 1.5 points

American Landscapes of Extraction

Amer Landscapes-Extractio

What should art history look like in the anthropocene? What is necessary to bring questions about how to define and analyze the ecological that have been developed in other disciplinary contexts—literature, anthropology, science studies—to art history?  How might we attend to the non-human forces contributing to the conceptualization, commissioning, creation, display, evolution and reception of works of art?  Do all kinds of objects invite this kind of critical investigation or only a select few?  What are the potential pitfalls of undertaking this approach?

In this seminar, we will investigate these questions through the exploration of works that engage the history of extraction in the Americas in their subject matter, use and/or materiality.  Combining theoretical readings with recent examples of ecocritical art history, we will discuss different models and motivations for this work and put these methods into use by producing object labels for works to be included in the Fall 2024 Wallach Art Gallery exhibition “The Hudson:  Art, Industry and Ecology.”  Students will also undertake independent research projects of their own devising.

Key questions will include, among others, the definition and limits of the term “human”; the agency of artists’ materials and the physical environments in which works are created and viewed; artists’ attempts to collaborate with the non-human through explorations of chance, time-based practice and other strategies; art works designed to document, inform about or forestall environmental damage; the relationship between colonial or neoliberal social formations and the environment as evidenced in works of art or their creation and reception; the place of the aesthetic in eco-criticism.

• Department: Art History and Archaeology
• M 10:10 a.m.-noon
• Instructor: Elizabeth Hutchinson
  CULPA: 9 Info
• 4 points

The Economics and Politics of Digital Di

Econ & Politics of Dig Di

You cant disrupt any industry without dislodging its incumbents. And no incumbent goes down without a fight. Sometimes those fights happen in court. But usually, they take place in the halls of government: in city councils, state legislatures, municipal regulatory agencies, even local community boards. For 90% of technology startups, not understanding how to anticipate, handle and solve your coming regulatory problems is just as problematic as not being able to hire engineers or raise venture funding. Failure to anticipate politics can be fatal. However, there is a playbook for startups to disrupt and thrive. This class is designed to teach its students exactly how. Working in groups, students pilot new industries through the regulatory process, navigating the halls of power and the economics of disruption by analyzing the regulatory and political obstacles in their way. Students will figure out how to properly assess their opponents, develop and execute the right narrative in the media, build a grassroots movement, effectively lobby elected officials, regulators and political staffers, overcome entrenched interests standing in their way, and ideally, not only win legality for their idea, but build a regulatory moat to box out potential competitors.

• Department: Business Economics
• T 9 a.m.-12:15 p.m.
• Instructor: Bradley Tusk
  Info
• 3 points

ESG Equity Investing

As you probably know, more and more Asset Managers are re-evaluating their Investment Guidelines to consider Environmental, Social and Governance factors.

This process raises a series of interesting questions:
• How specifically is a company rated on ESG guidelines? Is there subjectivity in the process?
• Does consideration of ESG factors improve investment performance?
• For investors who emphasize ESG factors for reasons other than investment performance, how do they measure positive societal impact?
• How does an Asset Manager use the power of the Proxy vote and Corporate Engagement to affect change in the Environmental, Social and Governance policies of the Companies they own shares of?

This course tries to answer the questions just raised as well as address other issues Equity Investors face. Its main topics cover:
• Reviewing the building blocks needed to evaluate a company on ESG, specifically, company disclosures and rating methods.
• Comparing historical returns, risks and costs of portfolios that incorporate ESG factors versus ones that don’t
• Evaluating how Active and Passive Equity managers incorporate ESG factors into their portfolio management process,
• Exploring how ESG factors into investment decisions in Alternative Asset Classes like Hedge Funds, Private Equity and Venture Capital
• Exploring how Asset Managers use the power of the vote and other forms of engagement to affect change in Corporate Behavior

• Department: Finance
• MW 4:10 p.m.-5:40 p.m.
• Instructor: Mark Zurack
  CULPA: 1 Info
• 1.5 points

Photography, Identity, Status

This graduate seminar will explore how photography has shaped, authenticated, and interrogated identity and status from the nineteenth century to the present. Topics include: the rise of mug shots, IDs, facial recognition software (including Artificial Intelligence / AI), and other repressive forms of photo-based identification; anthropological and other forms of photo-based typologies of race, ethnicity, nationality, and other identities; and a range of honorific studio practices that aim to consolidate social status. Special attention will be paid to August Sander and contemporary artists.

• Department: Art History and Archaeology
• T 10:10 a.m.-noon
• Instructor: Noam M Elcott
  CULPA: 6 h-index: 7 Info
• 4 points

Epidemiology of Malaria

EPIDEMIOLOGY OF MALARIA

Malaria imposes a profound burden on public health and inhibits economic growth. It is distributed over 90 countries accounting for an annual estimate of 400 million cases and over one million deaths, most of them in children. Pregnant women are more vulnerable to malaria, resulting in infection, miscarriages, severe anemia, maternal mortality and low birth weight. Low birth weight poses the greatest risk for neonatal death. The disease also affects non-immune immigrants, refugees and displaced populations during their movement from non-endemic to endemic areas. Resistance to anti-malarial drugs and insecticides by the Plasmodium human parasites and Anopheles vector mosquitoes respectively is widespread. This course examines the ecological and epidemiological characteristics of malaria, transmission dynamics, economic costs of malaria, available intervention strategies and the global challenge of its control.

• Department: Epidemiology
• Instructor: Awash Teklehaimanot
  Info
• 3 points

Social Epidemiology

SOCIAL EPIDEMIOLOGY

This course focuses on the branch of epidemiology concerned with how social arrangements, processes, and interactions shape the population distribution of health and disease and produce social inequalities in health. The sub-discipline of social epidemiology has grown dramatically in the past decade and, while still evolving as an interdisciplinary enterprise, it is now an established field of etiologic inquiry, both incorporating and influencing the conventional theories, methods, and principles of epidemiology. This course will familiarize students with the key theories, concepts, methods, findings, and ongoing debates in social epidemiology. Through lectures, readings, and discussion we will review the major social determinants of health, the theories and empirical evidence with respect to how social conditions “get under the skin,” and the methodological challenges involved in measuring social phenomena and making causal inferences about the relationship between social factors and health. By the end of the course students will understand the theoretical, substantive, and methodological parameters of this growing sub-discipline of epidemiologic inquiry, and be able to evaluate both its strengths and limitations.

• Department: Epidemiology
• R 8:30 a.m.-11:20 a.m.
• Instructor: Lisa Bates
  Info
• 3 points

Public Pensions and Retirement Security

Pub Pensions & Rtrmt Sec

U.S. public pensions are some of the largest institutional investors in the world, both affecting financial markets and influencing the global asset management industry as a whole. Public pensions are also an important leg of the three-legged stool of retirement security in this country Social Security, pension (public and private), and personal savings. This course is designed to introduce students to the public pension system in our country. The course will review public pension history, the current marketplace, and the role public pensions play in the overall retirement security in the U.S. The course will address the current challenges that public pensions face, specifically the well-publicized funding crisis. Public pension design (defined benefit, defined contribution, hybrid), and the actuarial concepts on which it is based, will be discussed and evaluated as both the cause of and potential solution to the pension crisis. The class will discuss public pension governance structures and the emerging body of governance research, touching upon investment infrastructure and expanding models of delegated authority. In addition, the course will focus on public pension investment policy and investment portfolios including the move into alternatives, private markets, and ESG investments as pension look for more investment return.
Students pursuing careers in asset management (portfolio management, client service, or business development) or investment consulting should be interested in this course to better understanding how the largest clients in these sectors are managed and operated. Students
interested in the role public pensions play in retirement security in this country today, and how these organizations will evolve to address the challenges they face, should be interested in this course. Finally, students interested in the growing influence of public pensions and their part in “institutionalizing” newer investment strategies (activism, alternatives, private markets, and ESG) would benefit from this course as well.

• Department: Finance
• M 2:20 p.m.-5:35 p.m.
• Instructor: Von Hughes
  Info
• 1.5 points

CHINESE POLIT ECON-COMP PERSP

Prerequisites: the instructor's permission. A graduate seminar designed to explore the content, process, and problems of China's political and economic reforms in comparative perspective. Please see the Courseworks site for details

• Department: Political Science
• T 4:10 p.m.-6 p.m.
• Instructor: Xiaobo Lu
  CULPA: 4 Info
• 4 points

Electronic Trading in Financial Markets

Elec Trading in Finc Mark

Students will investigate the forces that influence the creation, development, and evolution of financial market systems and electronic trading to understand the role financial technology (FinTech) will play in the future of capital markets.

• Department: Finance
• MF 2:20 p.m.-5:35 p.m.
• Instructor: Christopher White
  Info
• 1.5 points

The Credit Superhighway

The outstanding notional amount of debt instruments in the world is well over $100 trillion which makes it larger than the global equity markets. Credit, is actually what makes the world go around yet it gets much less billing and excitement than other asset classes. If you think credit is just fixed income, I have a few hedge fund managers you should meet Some of them will be our occasional guest speakers!

• Department: Finance
• R 2:20 p.m.-5:35 p.m.
• Instructor: Avi Friedman
  Info
• 3 points

Emerging Infectious Diseases

EMERGING INFECTIOUS DISEA

In recent years, a number of infections have appeared for the first time, while many others have spread rapidly to new areas; these are termed emerging infectious diseases". HIV/AIDS, SARS, the recent Middle East respiratory syndrome coronavirus (MERS-CoV), human infections with H5N1 and H7N9 avian influenza, and a number of others are recent examples. Infectious causes have also been implicated in such chronic diseases as gastric ulcers and certain cancers. This course examines the concept of emerging infectious diseases and our current understanding of emergence. The course will consider methods for identifying and studying emerging pathogens, factors responsible for disease emergence, and methods for surveillance and intervention.

• Department: Epidemiology
• W 1 p.m.-3:50 p.m.
• Instructor: Stephen S Morse
  h-index: 41 Info
• 3 points

Food and Drug Law: Policy and Practice

Food & Drug Law: Pol and

• Department: Law
• T 4:20 p.m.-6:20 p.m.
• 2 points

Epidemiology of Chronic Disease Seminar

EPI OF CHRONIC DISEASE SE

The primary objectives in this course are to learn to systematically review and summarize primary research in chronic disease epidemiology, to synthesize scientific evidence to establish causal inference, and to understand how this evidence relates to scientific decision making for improving health outcomes. In this course, we will evaluate 4 topics in the epidemiology of chronic diseases. By the end of the semester, students will improve their ability to interpret the literature on current topics in chronic disease epidemiology and will be able to evaluate how the evidence can inform health decision making and causal inference. Readings will be based upon publications highlighted in the Dean’s Seminar Series on Chronic Disease and the Department of Epidemiology’s Chronic Disease Cluster seminars.

• Department: Epidemiology
• W 5 p.m.-6:20 p.m.
• Instructor: Daniel Belsky
  h-index: 47 Info
• 0.5 points

Epidemiologic Methods in Global Mental H

EPI MTHDS GLBL MENTL HLTH

Mental, neurological, and substance use (MNS) disorders are substantial drivers of the global burden of disease. The burden is particularly high in low-and-middle-income countries (LMIC) where over 80% of persons in need of MNS services go untreated. Yet for decades, attention to MNS epidemiologic research in LMIC was scarce relative to both psychiatric epidemiology studies conducted in high-income countries as well as infectious disease epidemiology studies in LMIC. Recently, however, the emerging field of global mental health has been recognized by international agencies, including the United Nations (via the Sustainable Development Goals) and the World Health Organization (via the Mental Health Action Plan) as major funding agencies, including NIH, CDC, and the UK MRC have followed suit in prioritizing global mental health research. 

 

As the field has emerged, challenges in how to appropriately conduct public mental health research in LMIC contexts have surfaced. Such challenges require the appropriate application of epidemiologic methods in order to accurately measure and describe MNS problems in LMIC and evaluate and implement intervention approaches. Epidemiologic methods to be discussed in this course include: complex survey designs to measure MNS prevalence in humanitarian and emergency settings; validation of mental health screening tools in the absence of a gold standard criterion among culturally diverse populations; evaluation of MNS intervention effectiveness using experimental and non-experimental designs; novel methods for assessing clinical competency and intervention fidelity of lay mental health providers in LMIC; and implementation science tools, designs, and analysis approaches for translating evidence-based interventions into practice in LMIC. 

 

The course is designed to complement Priorities in Global Mental Health (P6813), which provides a broad overview of priority issues in global mental health, and epidemiologic methods series courses (e.g., Quant Core Module / P6400, and Epidemiology II). The course is also designed to be practical in the sense that the intent is for students to learn the ‘how to’ of conducting global mental health epidemiologic studies in the field. Each lecture will apply a core epidemiologic method or concept (e.g., information and selection bias; survey, cohort, case-control, and RCT study designs; effect modification; and causal inference) to the field of global mental health. Through lectures, int

• Department: Epidemiology
• W 1 p.m.-2:20 p.m.
• Instructor: Jeremy C Kane
  Info
• 3 points

S. ESG Disclosures: International and U.

S. ESG Disclosure Intl US

• Department: Law
• 2 points

Seminar in Social Determinants of Health

SEMINAR IN SOCIAL DETERM

Seminar for students in the Social Determinants certificate program

• Department: Epidemiology
• Instructor: Lisa Bates
  Info
• 0-1 points

Midwifery Clinical Competency Skills I

MIDWIFE CLIN COMPETNCY SK

Clinical skills preparation is essential before a student enters clinical practicum. A variety of skills relevant to antepartum, well woman gynecology, and intrapartum care are taught and then practiced in simulation settings and peer practice.

• Department: Nursing
• 2 points

Primary Care in Midwifery: Diagnosis & M

PC IN MIDWIFERY: D&M

This diagnosis and management course will focus on each physiologic system and include unique characteristics relevant to midwifery care throughout the lifespan. Complex health concerns will be included in the context of consultation, collaborative management and/or referral to specialists. The course will reinforce appropriate standards and scope of midwifery practice with a critical analysis of social and political influences on health care including the effects of racism and gender bias on a person’s health.

• Department: Nursing
• M 9 a.m.-11:20 a.m.
• 3 points

Independent Study in Nurse-Midwifery

IND STUDY NURSE MIDWIFERY

• Department: Nursing
• Instructor: Rebekah L Ruppe
  Info
• 1-8 points

Lifecourse Epidemiology

LIFECOURSE EPIDEMIOLOGY

Life course epidemiology is the study of exposures, both physical and social, that occur during the periconceptional period, during gestation or during early childhood and adult health and disease risk. This course will examine conceptual models and identify study designs appropriate for a variety of life course research questions, as well as the limitations of these designs. Understanding the approaches to the life course, the development and evaluation of epidemiologic research designs related to the life course, and the contextual models and their relevance for the design and evaluation of research studies will be covered using a combination of lectures, case studies and small group work.

• Department: Epidemiology
• W 8:30 a.m.-11:20 a.m.
• Instructor: Daniel Belsky
  h-index: 47 Info
• 3 points

Reading Group on Palestine and the Law

Rdg Grp: Palestine & the

• Department: Law
• 1 points

DNP Clinical Seminar in Midwifery I

DNP CLIN SEM IN MIDWIFERY

This course will introduce the student to the epistemology and scholarship of practice and to lifelong learning. Using the DNP Competencies in Comprehensive Care as the framework, students will analyze clinical decision-making and utilization of evidence for best clinical practices in a variety of reproductive health settings. Individual plans for guided study will be mapped for each student. Clinical review and discussion of interesting, complex cases from the practice environment will facilitate the students’ development of the knowledge base and skills essential to the role of the nurse midwife.

• Department: Nursing
• T 9 a.m.-10:50 a.m.
• 1 points

Independent Study in Women s Health

IND STUDY: WOMEN'S HEALTH

• Department: Nursing
• Instructor: Adena Bargad
  Info
• 1-8 points

Issues in Contemporary Security Policy

Issues-Contemp Security P

This course examines central issues in contemporary international security policy such as general causes of war, American primacy and the rising challenge from China, terrorism and unconventional warfare, nationalism and ethnic strife, humanitarian intervention and global justice, the role of new technologies, environmental conflict and cooperation, and key concepts in the study of international politics and conflict.

• Department: International and Public Affairs
• R 6:10 p.m.-9:10 p.m.
• Instructor: Stuart M Gottlieb
  CULPA: 12 Info
• 3 points

Dissertation Proposal Seminar I

Individual work with an adviser to develop a topic and proposal for the Ph.D. dissertation.

• Department: Music
• Instructor: Susan Boynton
  CULPA: 18 Info
• Instructor: Alessandra M Ciucci
  CULPA: 1 Info
• Instructor: Julia Doe
  Info
• 3 points