BEPP6130 - Business Analytics (Course Syllabus)
This 0.5 CU course merges the instruction offered in Managerial Economics with data to flesh out related concepts with practical business applications. The purpose of the course is to close the gap between the theory of business analytics and its actual practice, i.e., how you can really use it in your practice. More than ever, there is a need for business leaders to become more data literate: “Business leaders at every level need to become data literate and be able to understand data and analytical concepts that may have previously seemed out of reach, including statistical methods, machine learning, and data manipulation. With this spread of data literacy comes the powerful ability to make educated business decisions that rely on the smart use of data, rather than on an individual’s opinions. In the past, these tasks were extremely complex and would be handed off to engineers. With the tools that exist today, business leaders are able to dive into their own analytics and uncover powerful insights.” (Microsoft) You will learn how to conduct in-depth business analytics based on sensible economics reasoning. As the main project, you will build an end-to-end business workflow. The problem and data can come from a current employer, from your own startup idea, or, from the instructor to represent a hypothetical setting. In the tradition of MGEC, the course will also motivate future electives to refine components of your analysis. Ultimately, you will walk away from the course with a fuller understanding of how different business and economics concepts “fit together” to answer big, relevant questions. Your new skillset is repeatable for your future projects. You will also learn key ideas that allow you to work with future coding teams in your future work, thereby closing the language gap between business economic goals and coding implementation. Normally, this type of comprehensive problem solving would require using coding languages like Python or R. However, the instructor for this course has developed a no-code toolbox that can be used with Microsoft Excel that allows for end-to-end analytics, making data analytics accessible to a much wider audience. This software will be provided for free to you.
BEPP6200 - Behavioral Econ, Markets (Course Syllabus)
Behavioral economics has revealed a variety of systematic ways in which people deviate from being perfectly selfish, rational, optimizing agents. These findings have important implications for government policy and firm behavior. This course will explore these implications by answering two main questions: (1) what does behavioral economics imply for when and how the government should intervene in markets? (2) What does behavioral economics imply for firms' pricing and production decisions? The course will present the standard economic approaches to answering these questions and then explore how answers change when we consider that people act in behavioral ways. Towards the end of the course, we will investigate specific policy questions, allowing us to debate solutions while hearing from policy makers operating in a world of behavioral agents.
BEPP7080 - Housing Markets (Course Syllabus)
This course is designed for students interested in the economics and operations of housing markets. It is primarily a U.S. focused course, but does include a limited amount of international material for comparative purposes. The class is divided into four sections: (1) supply and demand for housing, including the operations of homebuilders and rental landlords; (2) house prices, including cycles and price dynamics; (3) international comparisons; and (4) public policy analysis applied to a current housing markets-related issue. This course presumes knowledge of intermediate economics, as we will apply that knowledge throughout the semester. For Wharton students, this means you must have passed BEPP 2500 (undergrads) or MGEC 6110 for MBA's. Non-Wharton students should have taken the equivalent course in the College. Lecture with discussion required.
Prerequisites: MGEC 6110
BEPP7610 - Risk Analy & Env Mgmt (Course Syllabus)
This course will introduce students to concepts in risk governance. We will delve into the three pillars of risk analysis: risk assessment, risk management, and risk communication. The course will spend time on risk financing, including insurance markets. There will be particular emphasis on climate risk management, including both physical impact risk and transition risk, although the course will also discuss several other examples, including management of environmental risks, terrorism, and cyber-security, among other examples. The course will cover how people perceive risks and the impact this has on risk management. We will explore public policy surrounding risk management and how the public and private sector can successfully work together to build resilience, particularly to changing risks.
BEPP7630 - Energy Markets & Policy (Course Syllabus)
Over the last several decades, energy markets have become some of the most dynamic markets of the world economy. Traditional fossil fuel and electricity markets have been seen a partial shift from heavy regulation to market-driven incentives, while rising environmental concerns have led to a wide array of new regulations and "environmental markets". The growth of renewable energy could be another source of rapid change, but brings with it a whole new set of technological and policy challenges. This changing energy landscape requires quick adaptation from energy companies, but also offers opportunities to turn regulations into new business. The objective of this course is to provide students with the economist's perspective on a broad range of topics that professionals in the energy industry will encounter. Topics include the effect of competition, market power and scarcity on energy prices, the impact of deregulation on electricity and fossil fuel markets, extraction and pricing of oil and gas, geopolitical uncertainty and risk in hydrocarbon investments, the environmental impact and policies related to the energy sector, environmental cap-and-trade markets, energy efficiency, the economics and finance of renewable energy, and recent developments in the transportation sector.
BEPP7640 - Climate and Financial Markets (Course Syllabus)
Climate change might be the defining challenge of our times, with a wide range of effects on financial markets and the broader economy. At the same time, financial markets play an important role in financing the transition to a net-zero economy. This role, however, is shaped by the information that is available to market participants. In this course, we examine how climate risks—both physical and regulatory—affect firms, financial markets (including carbon and renewable-energy certificate markets), and markets for energy and real estate. We examine the role that firms’ disclosures and third-party information sources play. As climate change is high on the agenda of almost every company and government, this course will be valuable both for students with the ambition to pursue a career centered around sustainability and those who want to gain a better understanding of how climate issues affect more traditional roles in the financial sector, consulting, or non-profits. The starting point for this course is that financial market participants increasingly realize that climate change represents an important investment risk. One central concern focuses on transition risks, and in particular on the effects that regulatory responses to climate change have on the business models of carbon-intensive energy companies. We discuss how concerns about various climate risks influence the way investors allocate their capital and exercise their oversight of firms. We start with the price impacts of climate risks in equity, debt and real estate markets, including the role played by shareholder activism and engagement, divestment and portfolio alignment. Next, we study carbon markets with a focus on pricing and discuss strategies to hedge climate risks through financial instruments such as carbon or renewable-energy credits and derivative contracts. We then explore how different firms in the global energy sector—ranging from oil & gas to renewable energy to electric utilities—have responded to climate-related pressures from their investors and other stakeholders. Because outsiders’ reactions depend on the information that they have, we investigate the impact of ESG reporting on financial markets and on the choices that managers make. Here, we also discuss the costs and benefits of regulating ESG reporting and the impact of greenwashing. We pay special attention to the impact of climate risk and reporting on decisions inside organizations, such as spin-offs, hedging, catastrophe insurance, and the structure of executive-compensation contracts. Further topics include life-cycle emissions and the social cost of carbon.
Prerequisites: (ACCT 6110 OR ACCT 6130) AND MGEC 6110 AND MGEC 6120
BEPP7650 - Economics of Diversity (Course Syllabus)
This class will cover the economics of gender, race, and discrimination guided by economic theory and empirical evidence. Topics on gender will include workplace discrimination, policies to promote gender equality, the historical evolution of economic gender roles in the US, and initiatives to promote women's empowerment in developing countries. Topics on race will include an overview of historical economic exclusion and its consequences, the empirical measurement of discrimination, models of discrimination and their shortcomings, and how understanding hidden biases and historical barriers can increase firms' equity and performance. This course is complementary with MGMT 2240/MGMT 6240, and material will not overlap, so students especially interested in diversity issues should seek to take both courses. While MGMT 2240/MGMT 6240 focuses on evidence-based solutions for managing diversity, this course focuses on the economic science of race, gender, and discrimination: How do economists model bias? What does empirical evidence say about the benefits of diversity, and the harms of discrimination? How do we measure whether discrimination is still taking place, despite a growing awareness of diversity and inclusion? What is unique about women as economic agents, and how do we understand gender equality in the workplace in light of this? This class will equip students with economics models and empirical evidence that can serve as a toolkit to analyze both policy and business decisions. The format will be discussion based, with a short lecture each session and then active class discussion, drawing parallels between research and current events and news articles. Students will also present on various topics throughout the semester. The final project can be either a) an original research project, based on one of the topics discussed in class, or b) a case-style analysis of a modern management or policy dilemma building upon the class material.
BEPP7700 - Public Finance & Policy (Course Syllabus)
This course explores the economics and politics of public policy to provide an analytic framework for considering why, how, and with what success/failure government intervenes in a variety of policy areas. Particular attention will be paid to important policy issues relating to taxation, social security, low-income assistance, health insurance, education (both K-12 and higher ed), the environment, and government deficits. The costs and benefits of alternative policies will be explored along with the distribution of responsibilities between the federal, state, and local governments. While the course will focus primarily on U.S. policies, the topics covered (e.g. tax reform, deficits versus austerity, etc.) are currently at the center of the policy debate in many other industrialized countries as well.
BEPP7730 - Urban Fiscal Policy (Course Syllabus)
This course will examine the provision of public services for firms and people through cities. Why cities exist, when fiscal policy fails, investments in infrastructure, realities of local governments such as inequality, crime, corruption, high cost of living, congestion, and unfunded pensions and debt, will be covered. We will pay special attention to recent topics, such as partnerships with the private sector, enterprise zones, the role of technology, environmental challenges, and real estate policies that promote housing affordability, such as rent control and inclusionary zoning.
BEPP7800 - Applied Data Analysis (Course Syllabus)
This course will examine how and when data can be used specifically to infer whether there is a causal relationship between two variables. We will emphasize (a) the critical role of an underlying economic theory of behavior in interpreting data and guiding analysis, as wel as (b) a range of advanced techniques for inferring causality from data, such as randomized controlled trials, regression discontinuity, difference-in-difference, audit study (mystery shopping) approaches and stock-market event studies. The issue of causality, and the relevance of thinking about models and methods for inferring causality, is just as central and important for "Big Data" as it is when working with traditional data sets in business and public policy. The emphasis will not be on proofs and derivations but rather on understanding the underlying concepts, the practical use, implications and limitations of techniques. Students will work intensively with data, drawing from examples in business and public policy, to develop the skills to use data analysis to make better decisions. All analysis will be conducted using R. The goals of the course are for students to become expert consumers able to interpret and evaluate empirical studies as well as expert producers of convincing empirical analysis themselves.
BEPP7890 - Economic Globalization (Course Syllabus)
This course is intended to deepen understanding of the major contemporary issues in the world economy. The focus is on the "big picture" of global economic developments and the evolution of economic thought over the last one hundred years. The topics include: financial market booms and busts; business cycles; monetary and fiscal policies; inequality; the social welfare state; technological change and economic growth; and international trade and financial arrangements. The time period covers: the Roaring Twenties; the Great Depression, the post war Golden Age (1945-1973); the stagflation of the 1970s; the Washington Consensus era of the market liberalization (1980-2007); and the 2008 financial crisis and ensuing Great Recession; and the recent rise of populism. This course also explores different schools of thought. The course will chronicle and compare economic policy and performance of the United States, Europe, Japan and emerging markets (Asia, Latin America, Africa).
Prerequisites: MGEC 6110 AND MGEC 6120
BEPP8050 - Risk Management (Course Syllabus)
The last financial crisis and subsequent recession provide ample evidence that failure to properly manage risk can result in disaster. Individuals and firms confront risk in nearly all decisions they make. People face uncertainty in their choice of careers, spending and saving decisions, family choices, and many other facets of life. Similarly, the value that firms create by designing and marketing good products is at risk from a variety of sources. The bankruptcy of a key supplier, sharp rise in cost of financing, destruction of an important asset, impact of global warming, or a liability suit can quickly squander the value created by firms. In extreme cases, risky outcomes can bankrupt a firm, as has happened recently to manufacturers of automobile parts and a variety of financial service firms. The events since the Global Financial Crisis also offer stark reminders that risk can impose significant costs on individuals, firms, governments, and societ6y as a whole. This course explores how individuals and firms assess and evaluate risk, examines the tools available to successfully manage risk, and discusses real-world phenomena that limit the desired amount of risk-sharing. Our focus is primarily on explaining the products and institutions that will serve you better when making decisisions in your future careers and lives.
BEPP8110 - Risk and Crisis Mgmt (Course Syllabus)
The growing connectivity of global economies and financial markets has produced widespread risk contagion, resulting in increased volatility and an ever-increasing demand for risk capital. This course focuses on understanding the drivers of risk contagion and ways to restore confidence in worldwide markets for pure and financial risk. The class begins with an evaluaton of recent financial and pure risk events: for example, the sovereign debt crisis, Japanese earthquake, and BP Deepwater Horizon. We explore how these events are being financed in innovative ways via the capital and insurance markets. Next we emphasize the role of risk management in the preservaton and creation of value, helping firms identify, measure, monitor and manage/finance risk. Doing so results in risk-adjusted returns (or return on risk-adjusted capital) that exceed the cost of capital. We devote substantial focus on the practical implementation of effective risk management/financing, given evolving regulatory and governance standards. In addition, we explore opportunities for corporate growth as well as public/private partnerships. The course will conclude with a discussion of emerging markets and the role of risk management in developing a middle class needing new forms of risk transfer/financing.
BEPP8360 - Int'l Housing Comparisns (Course Syllabus)
This course analyzes housing finance systems and housing market outcomes across the globe. In the US, the course focuses on the development of securitization markets and addresses the current challenges of housing finance reform, including the future of Fannie Mae and Freddie Mac. Internationally, the course covers issues of access to housing and housing informality in developing countries, financial crises arising out of the housing sector, and market-oriented and public policy solutions. The course features a wide array of speakers in finance, government and academia who contribute their perspectives to pressing issues of mortgage market design.
Prerequisites: FNCE 6130
BEPP8930 - Adv Study Project (Course Syllabus)
“This course closes the gap between the theory of business economics analytics and its actual practice, i.e., how you can really use it in your practice. Normally, this type of comprehensive problem solving would require using coding languages like Python or R. However, the instructor for this course has developed a plugin no-code toolbox for Microsoft Excel that allows for end-to-end analytics, making data analytics accessible to a much wider audience. This software plugin will be provided for free to you. You will learn how to conduct in-depth business analytics based on sensible economics reasoning within Excel. The hands-on experience does not require in-depth software coding, and your new skillset is repeatable for your future projects.”
BEPP8970 - Special Topics (Course Syllabus)
Course titles and descriptions for Special Topics courses can be found in Path@Penn for the term in which they are offered. See "SECTION DETAILS" in Path@Penn for the course description and use the Syllabi@Wharton app to see the course syllabus.
BEPP8980 - Global Modular Course (Course Syllabus)
Global Modular Course - MBA
MGEC6110 - Microeconomics For Manag (Course Syllabus)
This course establishes the micro-economic foundations for understanding business decision-making. The course will cover consumer theory and market demand under full information, market equilibrium and government intervention, production theory and cost optimization, producing in perfectly competitive and monopoly markets, vertical relations, and game theory, including simultaneous, sequential, and infinitely repeated games. Students are expected to have mastered these materials before enrolling in the second quarter course: Microeconomics for Managers: Advanced Applications.
MGEC6120 - Microecon For Mgr - Adv. (Course Syllabus)
This course will cover the economic foundations of business strategy and decision-making in market environments with other strategic actors and less than full information, as well as advanced pricing strategies. Topics include oligopoly models of market competition, creation, and protection, sophisticated pricing strategies for consumers with different valuations or consumers who buy multiple units (e.g. price discrimination, bundling, two-part tariffs), strategies for managing risk and making decisions under uncertainty, asymmetric information and its consequences for markets, and finally moral hazard and principle-agent theory with application to incentive contacts.