Complexity of Conflict and Change Management (NECR K5095) is an elective course in the Negotiation and Conflict Resolution (NECR) Program. The course explores how change can create conflict and also how conflict requires change. Conflict is generally about differences in how people think, know, prefer, believe, and understand. By entering into a conflict resolution process, people can shift their understanding and beliefs about the conflict, the other party or parties, and possible outcomes. The course reviews literature and case studies of how people are impacted at a fundamental level when change occurs. Understanding this elemental human experience can lead to greater self-awareness and the ability to manage change professionally and personally, in order to become effective change agents, negotiators, mediators, and peacemakers. We will also explore how leaders at all levels in organizations can play an important role in implementing change in an organizational context. Thoughtful and strategic approaches that consider the impact of a change management process can mitigate and even prevent conflict. We will review change management models and links to developments in neuroscience and how humans are biologically wired to resist change. Balancing theory and practice, this course will focus on the experience and expertise of the students. They will learn to apply practical conflict resolution approaches to change efforts at the individual and organizational levels as well as consider national and international applications.
Foundational ERM course. Addresses all major ERM activities: risk framework; risk governance; risk identification; risk quantification; risk decision making; and risk messaging. Introduces an advanced yet practical ERM approach based on the integration of ERM and value-based management that supports integration of ERM into decision making. Provides a context to understand the differences between (a) value-based ERM; (b) traditional ERM; and (c) traditional "silo" risk management.
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This course provides a comprehensive overview of the design, implementation and management of the components of a philanthropic program and its relationship to the financial sustainability of the nonprofit organization. It introduces the philosophical, ethical and historical underpinnings of fundraising practice, also providing the nomenclature, characteristics, and methods of gift generation and their sources, and the management and stewardship of those sources. Additionally, it examines the relationship of the organization’s mission to its strategic vision and the planning, management and impact of fundraising to the organization’s advancement and sustainability.
This course introduces students to the core principles of effective leadership and collaborative team performance in organizational settings. Through a practical, evidence-based approach, the course examines how leaders influence outcomes, foster engagement, and navigate challenges in dynamic, multidisciplinary environments. Students will explore leadership qualifications, strategic decision-making, ethical considerations, and performance development frameworks. Emphasis is placed on understanding the dynamics of team formation, multicultural collaboration, communication, conflict management, and high-performance team practices.
As a central component of the Project Management curriculum, this course supports the program’s larger goal of preparing graduates to lead effectively in diverse and evolving organizational contexts. By grounding students in evidence-based leadership concepts and team effectiveness frameworks, the course advances the discipline’s primary principles of organizational performance, collaboration, and responsible decision-making. The course aligns closely with other program requirements by complementing technical project management competencies with the interpersonal and strategic skills necessary for successful project execution. In doing so, it bridges technical expertise with leadership acumen, equipping students with a holistic foundation for professional growth.
This is a required core course for all Project Management students and is delivered in person on campus in a full-semester format. Space permitting, the course may also be open to cross-registrants from other Columbia University graduate programs where leadership, management, and teamwork skills are relevant, such as programs in management, public administration, and engineering. There are no formal prerequisites, though prior exposure to management or organizational behavior may be helpful in engaging with course materials. Students will participate in selected readings, interactive discussions, and team-based exercises, as well as hear from guest lecturers with extensive leadership experience. By the end of the course, students will have strengthened their ability to lead ethically, communicate clearly, manage team dynamics, and contribute meaningfully to organizational goals.
This course introduces students to the core principles of effective leadership and collaborative team performance in organizational settings. Through a practical, evidence-based approach, the course examines how leaders influence outcomes, foster engagement, and navigate challenges in dynamic, multidisciplinary environments. Students will explore leadership qualifications, strategic decision-making, ethical considerations, and performance development frameworks. Emphasis is placed on understanding the dynamics of team formation, multicultural collaboration, communication, conflict management, and high-performance team practices.
As a central component of the Project Management curriculum, this course supports the program’s larger goal of preparing graduates to lead effectively in diverse and evolving organizational contexts. By grounding students in evidence-based leadership concepts and team effectiveness frameworks, the course advances the discipline’s primary principles of organizational performance, collaboration, and responsible decision-making. The course aligns closely with other program requirements by complementing technical project management competencies with the interpersonal and strategic skills necessary for successful project execution. In doing so, it bridges technical expertise with leadership acumen, equipping students with a holistic foundation for professional growth.
This is a required core course for all Project Management students and is delivered in person on campus in a full-semester format. Space permitting, the course may also be open to cross-registrants from other Columbia University graduate programs where leadership, management, and teamwork skills are relevant, such as programs in management, public administration, and engineering. There are no formal prerequisites, though prior exposure to management or organizational behavior may be helpful in engaging with course materials. Students will participate in selected readings, interactive discussions, and team-based exercises, as well as hear from guest lecturers with extensive leadership experience. By the end of the course, students will have strengthened their ability to lead ethically, communicate clearly, manage team dynamics, and contribute meaningfully to organizational goals.
This course is designed to strengthen the academic writing skills of SIPA students whose first language is not English. Emphasizing clarity, structure, and academic rigor, the course supports students in developing the writing competencies necessary for success in the MIA and MPA programs. Students will practice summarizing complex texts, crafting literature reviews, explanatory and argumentative essays, and revising their work based on detailed instructor feedback. The course also reinforces advanced grammar, vocabulary, and citation practices, with an emphasis on avoiding plagiarism and promoting original thought.
Assignments include short weekly exercises, midterm and final in-class essays, and three major take-home writing projects. Active participation, peer review, and group discussion of assigned readings are essential components of the course. By the end of the semester, students will gain confidence writing in English across academic and policy contexts while deepening their understanding of key public affairs topics.
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In this course, we will explore negotiation from several points of view and approaches. We will also look at characteristics that impact the quality of our negotiations and the outcomes, such as the role of emotions, cultural considerations, effectiveness of our communication, and opportunities to seek out negotiation to transform relationships. The course will be a blend of concepts and skills, theory and practice. On some occasions, you will be introduced to a concept and then asked to apply those concepts in an experiential activity. At other times, you will be asked to engage the activity or simulation and then the concepts will be elicited based on your experience. You will have several opportunities to practice developing your skills throughout the course, in terms of enhancing your practice and honing your analytical and conceptual understanding.
TBA
Design-based Innovation is a set of perspectives and processes that organizations of all kinds, in any kind of industry or context, can use to navigate ambiguity to find the best possible opportunities to create change. It is also a well-developed set of practices to devise and deliver solutions for those potential audiences that result in valuable product, service, and other experiences that customers, consistent, and others respond to with satisfaction, delight, and a sense of value.
Design is at the core of every innovation. It’s the visual, experiential, and strategic medium through which ideas transform into tangible and digital products, service platforms, experiences, and consequences. This course is a comprehensive exploration of the methods, vocabulary, challenges, and opportunities of design-led innovation. It demystifies how business and design intersect through the lens of innovation, and is foundational for anyone seeking to generate positive social and economic outcomes.
Students experience the course through interconnected paths—interrogating contemporary issues in design and business while simultaneously moving a chosen project through a sequence of hands-on design sprints. These sprints cover everything from ideation and visualization to journey mapping, prototyping, user testing, and branding of their own unique ideas. Participants will emerge with a critical and reusable toolkit for both understanding the innovation process and effectively leading creative teams.
Topics include: Design Thinking; User-Centered Design; Business Value of Design; Problem Framing; Systems Mapping; User Journey Mapping; Ambiguity and Complexity; Liberatory Design Practices; The Impact of AI; Design Ethics; Sustainability, Wicked Problems; Design Futuring and speculative design.
Design is at the core of every innovation. It’s the visual, experiential, and strategic medium through which ideas transform into tangible and digital products, service platforms, experiences, and consequences. This course is a comprehensive exploration of the methods, vocabulary, challenges, and opportunities of design-led innovation. It demystifies how business and design intersect through the lens of innovation, and is foundational for anyone seeking to generate positive social and economic outcomes.
Students experience the course through interconnected paths—interrogating contemporary issues in design and business while simultaneously moving a chosen project through a sequence of hands-on design sprints. These sprints cover everything from ideation and visualization to journey mapping, prototyping, user testing, and branding of their own unique ideas. Participants will emerge with a critical and reusable toolkit for both understanding the innovation process and effectively leading creative teams.
Topics include: Design Thinking; User-Centered Design; Business Value of Design; Problem Framing; Systems Mapping; User Journey Mapping; Ambiguity and Complexity; Liberatory Design Practices; The Impact of AI; Design Ethics; Sustainability, Wicked Problems; Design Futuring and speculative design.
An exploration of the central concepts of corporate finance for those who already have some basic knowledge of finance and accounting. This case-based course considers project valuation; cost of capital; capital structure; firm valuation; the interplay between financial decisions, strategic consideration, and economic analyses; and the provision and acquisition of funds. These concepts are analyzed in relation to agency problems: market domination, risk profile, and risk resolution; and market efficiency or the lack thereof. The validity of analytic tools is tested on issues such as highly leveraged transactions, hybrid securities, volatility in initial public offerings, mergers and acquisitions, divestitures, acquisition and control premiums, corporate restructurings, and sustainable and unsustainable market inefficiencies.
A comprehensive introduction to the principles, methods and tools required for the development and implementation of scheduling in the construction industry. Topics covered include: the crucial role of the scheduling development plans, budgeting and its impact on project timelines, identification and analysis of critical paths (CPM), resource and cost loading, schedule updating, and schedule management. Coursework is integrated with hands‐on utilization of Oracle Primavera P3 and P6 scheduling and Microsoft Project 2007 software. Students may need to bring their own laptops/notebooks for some class sessions. Guest lecturers may be featured for certain topics.
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This course should prepare the student to prepare a CPM schedule, calculate the schedule manually or by use of computer software, evaluate the output of such software, and present such analysis both to field personnel for implementation and to upper management for overview.
TBA
Investing in professional growth is essential to building strong, adaptive, and innovative nonprofit organizations. Columbia University's M.S. in Nonprofit Management Professional Development Series is an online, bi-weekly, zero-credit seminar class that helps students stay current with best practices, navigate complex challenges, improve organizational sustainability, and enhance their impact in the communities they serve. Students will increase their networks and connect with potential mentors and employers while hearing how they can leverage the M.S. in Nonprofit Management degree in their own careers.
The course, which is a co-registration requirement for NOPM students taking Capstone, is open to all NOPM students and for cross-registration.
One of the best ways to predict the future is to study the past. A dizzying amount of data is available to study elections and politics, including survey and polling data on individual preferences, beliefs, demographics, and choices; data on aggregate conditions and outcomes; and, for more recent years, a wide range of social media data. From polling analysts and pundits to campaign managers and career journalists, making sense of this data can create a competitive advantage for professionals working in the field of politics. By analyzing the results of previous elections, insights can be gleaned to enhance understanding of the factors that contributed to electoral wins and be used to build statistical models or to create machine learning models that can predict future outcomes. Students will curate various types of data and work with starter code to build their data wrangling and computational skills. Students will learn how to explore data with these techniques, understand how they work, and derive insights and knowledge based on the analysis results.
One of the best ways to predict the future is to study the past. A dizzying amount of data is available to study elections and politics, including survey and polling data on individual preferences, beliefs, demographics, and choices; data on aggregate conditions and outcomes; and, for more recent years, a wide range of social media data. From polling analysts and pundits to campaign managers and career journalists, making sense of this data can create a competitive advantage for professionals working in the field of politics. By analyzing the results of previous elections, insights can be gleaned to enhance understanding of the factors that contributed to electoral wins and be used to build statistical models or to create machine learning models that can predict future outcomes. Students will curate various types of data and work with starter code to build their data wrangling and computational skills. Students will learn how to explore data with these techniques, understand how they work, and derive insights and knowledge based on the analysis results.
At least from the early moments of the European enlightenment the tension between the vision of an ideal functioning city and the reality of cities growing beyond easy surveillance at any level from the political to the experiential might be said to have led to a new epoch in the very consciousness of the urban. The idea of the legible city emerged even as the very possibility of obtaining the vantage point for such comprehensive seemed more and more elusive. The seminar will offer a meander through the landscape of this tension juxtaposing theoretical and technical literature from the discourse on the planned city that emerged in the mid-18th century – we might say in the aftermath of the dismantling under Louis XIV of the city’s walls that defined its limits and form – and which led to the formation of the modern profession of urban planning in the final years of the 19th century with the rise of a new urban literature. In the novel in particular, the urban setting became ever more a frame, a presence, and even a character and protagonist, for instance in Victor Hugo’s
Notre Dame de Paris.
Our aim will to be read across a rising professional literature and a growing presence of the city in literature. It is hoped that seminar participants themselves will develop a great agility in “reading” architectural and urban space.
This class is designed to introduce you not only to the subject of painting the human figure and its expressive potential, but also to focus on the art and craft of Painting. We will be painting the figure from secondary source material that can include photos, other artworks, clay models etc. The focus will be on figurative narration. We will be learning to see color, and use paint in response to that. Painting is a way to account for, express and communicate what you have seen with your eyes, mind or in your imagination. You will be introduced to different approaches to the craft of painting, and will by the end of the semester be more free and confident in interpreting your inner and outer vision. We will also be looking at paintings made in different times and places and discuss how and why they look the way they do. You will also be designing and carrying out your own independent project to be completed by the final critique.
This course will provide an introduction to Immanuel Kant’s aesthetics in conjunction with his philosophical anthropology and philosophy of history. Our readings will be guided by Hannah Arendt’s approach to Kant’s aesthetics as the foundation of a political philosophy in her posthumously published lectures on Kant. Both Kant’s and Arendt’s texts will not only be discussed in dialogue with each other, but also in view of their responses to Burke, Nietzsche, and Benjamin. Finally, particular attention will be given to forms of philosophical writing, such as the essay and the aphorism.
The course is intended for graduate students. There are no pre-requisites. All texts are available in English translation.
This course teaches students how to get through to any audience for any reason. Technology leaders, more than in any other industry, must be equally comfortable as public speakers for vastly different audiences, from software developers and sales teams to politicians and the general public. Through exercises in speaker and audience analysis, studies in public speaking techniques, and an exploration of behavioral psychology principles influencing audience receptivity, students will gain tangible skills to increase their impact as public speakers. Specifically, this course will equip students to: 1. identify how impactful speakers prepare for, present to, and pivot for maximum impact according to audience type, size, and receptivity; 2. learn strategies on how to “read the room” and adapt both verbal and nonverbal communication techniques in real-time; and 3. gain hands-on experience in public speaking through exercises designed to develop public speaking skills across a range of tech-sector specific experiences, circumstances, audiences.
This course teaches students how to get through to any audience for any reason. Technology leaders, more than in any other industry, must be equally comfortable as public speakers for vastly different audiences, from software developers and sales teams to politicians and the general public. Through exercises in speaker and audience analysis, studies in public speaking techniques, and an exploration of behavioral psychology principles influencing audience receptivity, students will gain tangible skills to increase their impact as public speakers. Specifically, this course will equip students to: 1. identify how impactful speakers prepare for, present to, and pivot for maximum impact according to audience type, size, and receptivity; 2. learn strategies on how to “read the room” and adapt both verbal and nonverbal communication techniques in real-time; and 3. gain hands-on experience in public speaking through exercises designed to develop public speaking skills across a range of tech-sector specific experiences, circumstances, audiences.
This one-semester onsite course explores how social entrepreneurs use technology innovation to achieve social impact and help achieve the 17 UN Sustainable Development Goals (UN SDGs) in collaboration with corporations and governments. Social entrepreneurs are defined as organizations who develop and implement solutions to social and environmental problems while striving for financial sustainability.
This one-semester onsite course explores how social entrepreneurs use technology innovation to achieve social impact and help achieve the 17 UN Sustainable Development Goals (UN SDGs) in collaboration with corporations and governments. Social entrepreneurs are defined as organizations who develop and implement solutions to social and environmental problems while striving for financial sustainability.
Law is infused into every part of business, especially through the lens of technology. Fluency in business and legal frameworks, risk/benefit principles, from idea to exit, is essential for any innovation leader. This course offers a deep dive into the critical phases of technology companies and their journey through growth, scaling, and eventual market exit. Topics include capital formation, contracts, intellectual property, human capital, and business transactions.
Today, leaders must confront a world of volatility, uncertainty, complexity, and ambiguity. It demands that we strengthen how we lead change. We are all being stretched to learn, unlearn, relearn, and this is especially true for technology leaders – who operate in the ‘eye of the storm’ of relentless change.
In this context, strategic advocacy -- achieving support for change to address the challenges that confront an organization and the opportunities they provide – requires knowing and applying useful skills, behavior, and practices to win commitment to new, even unanticipated directions.
This is a full-semester core course in the MS in Technology Management executive program designed to expose students to practices, tools, frameworks, concepts, and real-world examples that will help you move from a technical/functional role to a senior executive orientation. Everyone’s journey is unique. As you apply the course content in real life you will be expected to choose, experiment with, and adapt the relevant approaches most meaningful to your situation.
This course explores the principles, strategies, and challenges of technology-driven transformation in organizations. Students will examine emerging technologies, digital disruption, and frameworks for implementing large-scale change. This course provides a comprehensive understanding of digital transformation, focusing on how businesses leverage technology to drive transformation based on various drivers including efficiency, productivity, competitive advantage, and compliance. Students will explore key topics such as product development, systems development lifecycle, enterprise architecture, IT capabilities, and automation. Through case studies, research, and hands-on projects, students will develop the skills needed to lead strategic and technical skills necessary to lead and manage digital transformation initiatives.
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Some experts on U.S. political campaigns have argued that big data has fundamentally changed the way politicians win elections and pursue policymaking. With the combination of massive amounts of personal data and information about individual voters and society at large, readily available processing power, sophisticated machine learning techniques, and cheap and efficient communication methods, modern political professionals are able to identify likely supporters, understand their issues of interest and concern, make direct appeals with micro-targeted messages, and mobilize these constituencies to donate, volunteer, turnout, mobilize, and vote accordingly. Without a doubt, big data has the potential to inform strategic decision-making across multiple aspects of politics.
In this course, students will learn about the range of big data sources that can be gathered and aggregated, including public data, voter file data, consumer data, and more. Students will become familiar with the ways in which data can be used to gain insights about voters’ sentiments, attitudes, and opinions and to develop strategies to predict and prompt behavior. Most importantly, students will learn to synthesize a variety of data sources into a cohesive strategy and presentation that can be given to decision-makers, whether for electoral or advocacy purposes.
This onsite course takes students on a virtual journey through the world’s leading innovation hubs across North America, Latin America, Europe, the Middle East, Asia-Pacific, and Africa. Students will analyze the structures, dynamics, and key stakeholders that shape entrepreneurial ecosystems worldwide, including entrepreneurs, corporations, investors, policymakers, universities, accelerators, incubators, and industry associations.
This class provides students with a deep dive into marketing and communication strategies and channels for tech company, product, and services launches. Students will work on customer personas for B2B and B2C technologies and reflect upon sustainability guidelines to shape their marketing strategy. They will analyze the different elements that make a soft and hard launch successful, such customer testimonials and industry analyst relations. The course will also discuss how AI is changing the marketing of companies, products and services.