This course provides an examination of the role the technology leader plays in the daily operations and performance management of an organization. The course focuses on how tech leaders can manage both up and down within their organizations through critical examination of current IT topics such as Outsourcing, Cloud Computing, Enterprise Architecture (as a strategy), Information Security, Risk Management, IT Governance, and determining/communicating the business value of IT. Students leave the course with a deep understanding of the dramatically different priorities, skills, and actions required to succeed as an IT leader.
An examination of the legal issues and challenges confronting today’s technology executives. The course covers copyright, patent infringement, outsourcing contracts, electronic commerce law, intellectual property, and methods of establishing and monitoring legal policies as they relate to the use and security of current and emerging technologies. Course content may be amended at any time in response to changes in legislation as well as developments in the industry.
Strategic advocacy is defined as establishing personal and functional influence by means of cultivating alliances and defining opportunities adding value to the revenues and profits of any organization. This course focuses on the processes and competencies necessary for initiating strategically focused technology-related business conversations. Particular attention is given to the transitions in focus and mindsets necessary for moving from a technical/functional to a business model orientation. Conceptual frameworks, research, and practical applications are part of the design. Topics include: the political economy of exercising executive influence; expert and strategic mindsets; strategic learning and planning; and mapping the political territory. Students will apply theory to their own career related challenges.
Energy Management is the cornerstone of any sustainability initiative. The generation, distribution, and use of energy has a profound, continuous, and global impact on natural resources, societal structure, and geopolitics. How energy is used has significant repercussions on an organizations cash flow and profitability. For these reasons, energy issues tend to be the fulcrum upon which sustainability programs hinge. The ability to identify and articulate organizational benefits from energy savings tied to efficiency improvements and renewable energy projects is a requisite skill set for all sustainability managers. This course will provide real-world information on energy management issues from a practitioner's perspective. Through lectures, problem sets, and readings students will learn how to manage energy audits, analyze building energy performance, and evaluate the energy use and financial impacts of potential capital and operations improvements to building systems. The class will focus on understanding energy issues from a building owner’s perspective, with discussions also examining energy issues from the perspective of utility companies, energy generators, and policy makers. Best practice in energy management will always involve some level of complex engineering to survey existing conditions and predict energy savings from various improvement options. Sustainability managers need to understand how to manage and quality control these analyses and to translate to decision makers the opportunity they reveal. This course seeks to empower students to do that by providing an understanding of building systems and methods for quantitatively analyzing the potential benefit of various energy improvements.
In this course, students will first be provided with a global perspective on the current status of environmental problems and the leading environmental contributors to the burden of diseases. Students will then introduce how air pollutants are produced, transported, and what are their environmental fates. This course will cover how air pollutants are measured and monitored, including government monitoring networks, NASA remote sensing techniques, and research tools for fixed site monitoring (indoor and outdoor) and personal level monitoring. Students will be able to learn basic concepts about the toxicity and target organs of different pollutants, both of which are important to understand dose-response and health outcomes. Building on knowledge of exposure and toxicity, Students will then introduce risk assessment and the Global Burden of Disease (GBD) associated with air pollution. Their usage in evaluating sustainability as well as their limitations will be introduced. The course will provide students with the methods and tools to understand, monitor, and analyze current environmental health threats in air, and explore strategies for policy interventions for solving these at times complex challenges. Students will leave the course with a stronger sense of the power, and limitations, of environmental data and better equipped to evaluate and communicate the effectiveness of new interventions. After completing the course, students will more confidently be able to apply core scientific concepts to evaluating and addressing public health challenges posed by, for instance, fine particulate (PM2.5) contamination.
This course provides students with a solid hands-on foundation in BIM (Building Information Modeling) and other technologies that are revolutionizing the way 21st century construction projects are delivered. Starting from the Owner’s perspective, the class sessions will explore the benefits of BIM tools/methods as used by design teams, construction managers and sub-contractors. Students work with actual industry tools to create BIM Models that extract quantities for estimation purposes, link models to construction schedules (4D simulations), generate clash reports, and effectively communicate 3D site logistics plans. Once a BIM backbone is established, discussions will lead into and highlight: advanced applications, integration opportunities, responsibilities/contractual theories and the introduction of other 3rd Party Software. This course is a recommended companion course to CNAD PS5500, the Capstone Project. Students enrolling in the course are required to have their own notebook PC meeting the noted specifications.
Prerequisites: at least four semesters of Latin, or the equivalent. Intensive review of Latin syntax with translation of English sentences and paragraphs into Latin.
This course will familiarize each student with the knowledge that is required to effectively utilize the contract as a tool to manage a construction project. Through a series of lectures, different topics as they relate to contract management and administration will be discussed each week. The focus of the course will be understanding key contract terms and how to apply them when managing an active construction project. Additionally, the course will focus on understanding how to manage claims and disputes, concentrating on claims related to schedule delay and productivity losses.
Whatever its size, scope, or funding, every nonprofit organization has a governing body authorized to exercise power on behalf of the community it serves, in furtherance of its nonprofit mission. In today’s environment of rapidly increasing transparency combined with the growth of the nonprofit sector, it is critical for nonprofit managers to understand how to lead and govern effectively. This Nonprofit Governance course is designed to prepare students to develop, manage, and work effectively with governing boards of directors and trustees, all of whom have the shared goal of meeting the mission of an organization. Topics include: (1) the work of the board, including legal, ethical and fiduciary oversight; strategic thinking and planning; ensuring resources; (2) the stakeholders involved in governance of an organization, including the board (composition and structure) and shared leadership with other staff and management; and (3) board culture, including board development, board dynamics, meetings, and board engagement.
Whatever its size, scope, or funding, every nonprofit organization has a governing body authorized to exercise power on behalf of the community it serves, in furtherance of its nonprofit mission. In today’s environment of rapidly increasing transparency combined with the growth of the nonprofit sector, it is critical for nonprofit managers to understand how to lead and govern effectively. This Nonprofit Governance course is designed to prepare students to develop, manage, and work effectively with governing boards of directors and trustees, all of whom have the shared goal of meeting the mission of an organization. Topics include: (1) the work of the board, including legal, ethical and fiduciary oversight; strategic thinking and planning; ensuring resources; (2) the stakeholders involved in governance of an organization, including the board (composition and structure) and shared leadership with other staff and management; and (3) board culture, including board development, board dynamics, meetings, and board engagement.
TBA
This class will introduce students to the concepts, techniques, and tools necessary to manage Infrastructure Megaprojects. We will explore criteria that defines a Megaproject and their varied and often conflicting challenges. We will discuss the role of political will in project success, and how to evaluate and quantify the social and economic benefits, and values of a large complex infrastructure project. As part of the course students will meet and be taught by prominent guest lecturers who have been involved in building some of NYC’s most significant infrastructure Megaprojects. The course instructor and the invited guests will discuss relevant Megaproject case studies, such as the World Trade Center, Design & Construction of the NY Mets Minor League Stadium, and the Metropolitan Transportation Authority’s Major Capital Infrastructure Program.
This course will explore the relationship between sustainability and data from corporate and urban perspectives, focusing on how data is created, analyzed and used to make decisions. The course will start by revisiting different definitions of sustainability to outline the theoretical premises on which current data practices and policies are built. It will highlight the importance of actionable data, purpose-driven analysis and the selection of proper indicators. Moreover, students will learn how to use different datasets and calculation guidelines to assess corporations and cities’ environmental, and social footprint. The course will also present practical examples of the collection and reporting process of the urban and corporate data through GRI, SASB, TCFD, CDP and other reporting frameworks, providing insights into the concepts of data cleanliness, robustness, materiality analysis and stakeholder focus.
Students in the MA in Biotechnology Program at Columbia commonly go on to pursue careers in the biopharmaceutical industry. The departmental training focus is technical. However, a basic understanding of management principles can be highly beneficial for optimizing job performance as well as for job advancement, and is commonly a challenging new skill to be mastered by new technical hires in the biopharmaceutical industry. This course has two components: 1) a survey of the basic elements of management education and 2) a series of actual cases taken from the biopharmaceutical industry which will allow students to see how the basic management principles they have learned are applied. The cases cover a range of business areas with an emphasis on the effects of business decisions on R&D operations and productivity. Cases will involve strategies for R&D management, strategies for business operation/expansion, issues of licensing /acquisition versus in house discovery of new products, generics versus brand name proprietary drug businesses, managing mergers and acquisitions and entrepreneurship. Cases will be rigorously discussed and debated in class. There is no single route to good management practice or corporate success, so in many instances diametrically opposed opinions will both have merit. As some students will have had workplace exposure, students should bring such experience and knowledge to case discussions. The course will thus be in good part taught using the Socratic Method.
This course covers the basic elements of crisis communication and the procedures for creating crisis communications plans and for reacting to crises when they occur. How best to develop various plans for different critical audiences and understand the most effective strategies for communicating your organization’s message during a crisis is explored. The course examines various types of crises that can occur with corporations and nonprofit organizations and the differences and similarities among them. How to avoid the classic and common pitfalls of crisis communication are addressed, as are ethical issues that arise during crises. Numerous case studies are discussed in class and exercises both in and outside of class are assigned so students gain experience in crisis communication situations.
This course covers the basic elements of crisis communication and the procedures for creating crisis communications plans and for reacting to crises when they occur. How best to develop various plans for different critical audiences and understand the most effective strategies for communicating your organization’s message during a crisis is explored. The course examines various types of crises that can occur with corporations and nonprofit organizations and the differences and similarities among them. How to avoid the classic and common pitfalls of crisis communication are addressed, as are ethical issues that arise during crises. Numerous case studies are discussed in class and exercises both in and outside of class are assigned so students gain experience in crisis communication situations.
This is an interdisciplinary workshop for scientists, future NGO workers and journalists seeking skills in communicating 21st-century global science to the public. Scientists will be given journalism skills; journalists will learn how to use science as the basis of their story-telling. The course is designed to give students exercises and real-world experiences in producing feature stories on global science topics. While most scientists and international affairs professionals have been trained to write in the style of peer-reviewed journals, we will focus on journalism techniques, learning how to translate global science into accessible true stories that reach wide audiences. Science is performed by passionate individuals who use their intelligence and determination to seek answers from nature. By telling their histories and uncovering the drama of discovery, we believe that there are ways for science to be successfully communicated to readers who might otherwise fear it.
This course enables students to understand the impact of IT on an organization’s transformative objectives. Students learn how to integrate IT as the key driver for business process change and for continuous improvement in incremental gains and for selective reengineering to effectuate substantial breakthroughs in process performance. Students will develop an in-depth understanding of how technology can have a push-effect on an organization’s processes and of the factors that must be in-synch to facilitate such an effect, e.g., organizational desire for change, corporate culture, and the strategic role that IT leaders must play in working together with the lines of business to effectuate this change.
This course is designed to provide students with working knowledge on how to make successful investments in sustainable companies and to prepare students to be conversationally literate in financial reporting. As you leave the school and become leaders of organizations financial literacy will be a skill set that will be vital to success no matter what career path you go down. It starts with a strong foundation in accounting and corporate finance, then moves on to ESG/Impact screening of potential investments, along with valuation techniques used to arrive at a purchase price. It will explore financial models that can aggregate multiple variables used to drive investment decisions. To understand and lead a transition to a sustainability-aware business, managers must first be familiar with the terminology, practices and consequences of traditional accounting and finance. Students will learn traditional financial and accounting methods and tools. We will examine how these methods and tools are changing to improve product and service design, resource efficiency and allocation, employee productivity and sustainability performance outcomes. Students will learn how value is created in a company and the different methods employed to create that value, conduct due diligence, discuss optimal capital structure to finance a transaction, execute a transaction, and implement a Sustainability-based value-added operating plan to the target company. The course will conclude with students preparing a persuasive investment memo and accompanying financial model to the investment committee of an impact investing asset management firm. The course also provides a practical introduction to selected non-financial accounting topics including sustainability reporting standards, ESG corporate performance indicators and corporate social responsibility report (CSR Reporting).
APPLIED ANALYTICS FRAMEWORKS & METHODS I
APPLIED ANALYTICS FRAMEWORKS & METHODS I
TBA
TBA
TBA
A multitude of approaches guide the practitioner when faced with a problem. In conflict resolution, these approaches stem from a range of disciplines, whether from psychology, social psychology, political science, international relations, clinical psychology or even from quantum theory and the latest advances in neuroscience. From this palette of theories, frameworks, and models, the avid and adequately equipped practitioner is able to engage with the conflicts arising from various situations. Ideally, he/she is able to prevent, reduce, mitigate or to de-escalate the conflict to such a degree that actors are able to constructively engage in handling their issues. The competence to understand the drivers and triggers of conflict, and the motives that actors have to engage in conflict is derived from the practitioner’s capacity and capability to be flexible, adaptable, and critical in deploying the knowledge and tools appropriate to resolve any conflict, whether international, communal, organizational or interpersonal. Using a combination of analysis and case studies, this course explores the intersection of theory and analysis, covering the various concepts and frameworks available in the field and applying them to current situations. The critical engagement with the discipline allows students to improve their critical thinking skills, asking a range of questions to appraise the validity of each introduced concept and model, thereby reflecting proactively on whether or not a theory is useful and applicable in explaining the myriad phenomena emerging from a conflict. Knowing when a theory is advantageous to allow for the investigation into what drives, triggers, and motivates the behaviors, attitudes, or emotions of conflict parties immerses students into the reality and practicality of dealing with complex issues and the pitfalls of making recommendations short of viable entry points for leveraging peace and bringing a potentially protracted conflict to a different pathway. The acquired competences are applicable not only towards the program, but also beyond the program as students will be empowered to reflect critically on a text, understand the internal and external validity of a theory, circumvent logical errors, focus on concise and cohesive line of argumentation, and apply results-based recommendations. These skills and competences are applicable to any position requiring analytical, writing, and presentation skills. This course builds on and expands the learnings from PS5101. It is a core course, allo
Prerequisites: At least one semester of calculus. A calculus-based introduction to probability theory. Topics covered include random variables, conditional probability, expectation, independence, Bayes rule, important distributions, joint distributions, moment generating functions, central limit theorem, laws of large numbers and Markovs inequality.
Prerequisites: STAT GR5203 or the equivalent, and two semesters of calculus. Calculus-based introduction to the theory of statistics. Useful distributions, law of large numbers and central limit theorem, point estimation, hypothesis testing, confidence intervals, maximum likelihood, likelihood ratio tests, nonparametric procedures, theory of least squares and analysis of variance.