Prerequisites: BLOCKED CLASS. EVERYONE MUST JOIN WAITLIST TO BE ADMITTED Broad survey of psychological science including: sensation and perception; learning, memory, intelligence, language, and cognition; emotions and motivation; development, personality, health and illness, and social behavior. Discusses relations between the brain, behavior, and experience. Emphasizes science as a process of discovering both new ideas and new empirical results. PSYC UN1001 serves as a prerequisite for further psychology courses and should be completed by the sophomore year.
An introduction to research methods employed in the study of human social cognition and emotion. Students gain experience in the design and conduct of research, including ethical issues, observation and measurement techniques, interpretation of data, and preparation of written and oral reports.
An introduction to research methods employed in the study of human social cognition and emotion. Students gain experience in the design and conduct of research, including ethical issues, observation and measurement techniques, interpretation of data, and preparation of written and oral reports.
An introduction to research methods employed in the study of human social cognition and emotion. Students gain experience in the design and conduct of research, including ethical issues, observation and measurement techniques, interpretation of data, and preparation of written and oral reports.
Prerequisites: PSYC UN1001 or PSYC UN1010 Recommended preparation: one course in behavioral science and knowledge of high school algebra. Corequisites: PSYC UN1611 Introduction to statistics that concentrates on problems from the behavioral sciences.
Corequisites: PSYC UN1610 Required lab section for PSYC UN1610.
Corequisites: PSYC UN1610 Required lab section for PSYC UN1610.
Research Methods in Neuroscience: Circuits and Cells offers students a unique opportunity to combine theoretical knowledge with practical skills development. This course pairs a weekly lecture with hands-on laboratory experiences, giving students a chance to see what day to day neuroscience research entails. The first three weeks of the semester will cover introductory topics in neuroscience, the scientific method, and experimental design. Then students will participate in three 3-week long modules covering human cognition, animal behavior, and neurological disease. The last two weeks of the course will be spent preparing students for a successful undergraduate research experience. Throughout the semester students will read scientific review articles to deepen their understanding of the lecture material and to contextualize that week’s lab experience.
This is the lab component for PSYC UN1950 Neuroscience Methods: Cells and Circuits.
This course builds on fundamentals of psychological and behavioral science by exploring reproducibility and replication on a global level. Students will learn from a wide range of studies and their real-world implications.
Prerequisites: an introductory course in psychology. Models of judgment and decision making in both certain and uncertain or risky situations, illustrating the interplay of top-down (theory-driven) and bottom-up (data-driven) processes in creating knowledge. Focuses on how individuals do and should make decisions, with some extensions to group decision making and social dilemmas.
This course will survey historical and modern developments in machine intelligence from fields such as psychology, neuroscience, and computer science, and from approaches such as cybernetics, artificial intelligence, machine learning, robotics, connectionism, neural networks, and deep learning. Emphasis will be placed on the conceptual understanding of topics. The course does not include, nor require a background in, computer programming and statistics. The overall goal is for students to become informed consumers of artificial intelligence applications.
This course provides an overview of social cognition, which blends cognitive and social
psychology to understand how people make sense of the social world. Topics may include social
perception, inference, memory, motivation, affect, understanding the self, stereotypes, and
cultural cognition.
Prerequisites: PSYC UN1001 or equivalent introductory course in Psychology This course provides an in-depth survey of data and models of a wide variety of human cognitive functions. Drawing on behavioral, neuropsychological, and neuroimaging research, the course explores the neural mechanisms underlying complex cognitive processes, such as perception, memory, and decision making. Importantly, the course examines the logic and assumptions that permit us to interpret brain activity in psychological terms.
This course will provide a broad overview of the field of social neuroscience. We will consider how social processes are implemented at the neural level, but also how neural mechanisms help give rise to social phenomena and cultural experiences. Many believe that the large expansion of the human brain evolved due to the complex demands of dealing with social others—competing or cooperating with them, deceiving or empathizing with them, understanding or misjudging them. What kind of “social brain” has this evolutionary past left us with? In this course, we will review core principles, theories, and methods guiding social neuroscience, as well as research examining the brain basis of processes such as theory of mind, emotion, stereotyping, social group identity, empathy, judging faces and bodies, morality, decision-making, the impact of culture and development, among others. Overall, this course will introduce students to the field of social neuroscience and its multi-level approach to understanding the brain in its social context.
Prerequisites: PSYC UN1001 or PSYC UN1010 or the instructors permission. Examines the principles governing neuronal activity, the role of neurotransmitter systems in memory and motivational processes, the presumed brain dysfunctions that give rise to schizophrenia and depression, and philosophical issues regarding the relationship between brain activity and subjective experience.
Study of behavior in organizational and business-related settings. Examination of such topics as employee motivation and satisfaction, communication patterns, effective leadership strategies, and organization development.
Prerequisite: An introductory psychology course.
An introduction to basic concepts in moral psychology. Topics include controversies around the definition of morality, foundations of moral thought and behavior, and connections between morality and other areas of life, among other subjects.
This course will provide an overview of theories, methods, and research findings in the area of cognitive development with focus on individual differences in various domains, including language, memory, and social cognition. The course is designed around in-class discussion and critical analysis of core controversies within the field. The course is heavily discussion-based, with the aim of creating a dynamic class context for active learning. The three main emphases around which the course is structured include: (1) theoretical foundations and methodological approaches to cognition; (2) the course and process of cognitive development; and (3) contextual influences on cognitive processes (specifically, family, school, neighborhood, culture).
This seminar course will focus on the impact of the prenatal period in programming lifelong health and development through altering physiology starting from the molecular level.
Prerequisites: PSYC UN1001, and the instructors permission.
A systematic review of the evolution language covering the theory of evolution, conditioning theory, animal communication, ape language experiments, infant cognition, preverbal antecedents of language and contemporary theories of language.
Prerequisites: at least two of the following courses: (UN1001, UN1010, UN2280, UN2620, UN2680, UN3280) and the instructor's permission. Developmental psychopathology posits that it is development itself that has gone awry when there is psychopathology. As such, it seeks to understand the early and multiple factors contributing to psychopathology emerging in childhood and later in life. We will use several models (e.g. ones dominated by biological, genetic, and psychological foci) to understand the roots of mental illness.
Prerequisites: (PSYC UN1001) Instructor permission required. A seminar for advanced undergraduate students exploring different areas of clinical psychology. This course will provide you with a broad overview of the endeavors of clinical psychology, as well as discussion of its current social context, goals, and limitations.
This seminar explores how psychological theory and research—particularly from social, cognitive, and developmental psychology—can illuminate, inform, and challenge legal institutions, practices, norms, and debates. The course examines how people think about, interact with, and are affected by the legal system in roles such as defendants, jurors, judges, lawyers, and citizens. Topics include legal decision-making, responsibility and intent, bias and discrimination, forensic assessment, mental illness and legal capacity, eyewitness testimony, interrogations and false confessions, punishment, and stigma.
We will consider how psychological insights help explain how the law operates in practice and critically assess how legal policies align with—or diverge from—psychological evidence. While grounded in psychological science, the course also draws on interdisciplinary work from law and legal scholarship, sociology, public health, and neuroscience. We will read empirical studies and legal analyses that address psychological issues relevant to the law. The principal goal is to understand the legal system not only as a body of rules, but as a human institution shaped by cognitive, emotional, and social dynamics.
Over the course of the semester we will (1) analyze how core concepts in psychology apply to legal contexts; (2) assess psychological studies by examining the strength of their research design and considering their implications for legal concepts and practices; (3) examine how developmental, cognitive, and affective processes affect legal decision-making; (4) identify and critique the use of psychological evidence in courts and policy debates; and (5) explore how neuroscience is reshaping legal understandings of responsibility, culpability, and sentencing, while critically examining its ethical and evidentiary limitations.
The seminar component of the Psych/Neuro Senior Thesis Advanced Research program. Students admitted to the research program should plan to take this seminar in the spring of their junior year and in the fall and spring semesters of their senior year. Students are expected to be working in a lab as part of their participation in this program. In addition to supporting students throughout their independent research project, this seminar will introduce students to some of the big questions in the field through its connection with the Psychology Department Colloquium and will train students in reading and evaluating scientific research and communicating their own research findings.
1-4 points. May be repeated for credit. Prerequisites: the instructors permission. Except by special permission of the director of undergraduate studies, no more than 4 points of individual research may be taken in any one term. This includes both PSYC UN3950 and PSYC UN3920. No more than 8 points ofPSYC UN3950 may be applied toward the psychology major, and no more than 4 points toward the concentration. Readings, special laboratory projects, reports, and special seminars on contemporary issues in psychological research and theory.
What are the agents of developmental change in human childhood? How has the scientific community graduated from nature versus nurture, to nature
and
nurture? This course offers students an in-depth analysis of the fundamental theories in the study of cognitive and social development.
This seminar will consider the evolution of language at the levels of the word and grammar, in each instance, phylogenetically and ontogenetically. Since humans are the only species that use language, attention will be paid to how language differs from animal communication.
Prerequisites: PSYC UN1010 PSYC UN1010 or equivalent; background in statistics/research methods recommended How does the human brain make sense of the acoustic world? What aspects of auditory perception do humans share with other animals? How does the brain perform the computations necessary for skills such as soundlocalization? How do we focus our auditory attention on one voice in a crowd? What acoustic cues are important for speech perception? How is music perceived? These are the types of questions we will address by studyingthe basics of auditory perception from textbook readings and reviews, and reading classic and current literatureto understand scientific progress in the field today.
Prerequisites: For undergraduates: one course in cognitive psychology or cognitive neuroscience, or the equivalent, and the instructors permission. Metacognition and control processes in human cognition. Basic issues include the cognitive mechanisms that enable people to monitor what they know and predict what they will know, the errors and biases involved in self-monitoring, and the implications of metacognitive ability for peoples self-determined learning, behavior, and their understanding of self.
Why do we put off things until later—even things we know are important; even in cases where we know the cost of delaying; even when doing the work more gradually over time would be less unpleasant; even sometimes on tasks we anticipate enjoying? Everyone procrastinates sometimes, but why do some people seem to procrastinate a lot while others don’t have much of an issue with task delaying? This course reviews current research on selected cognitive and motivational theories of procrastination, as well as interaction of task delay with mental health and neurodiversity. We will close with an examination of some potential interventions that may help people reduce or avoid procrastination, both at the individual level and in academic settings such as course design.
Prerequisites: the instructors permission. Examines current topics in neurobiology and behavior.
This seminar provides an overview of the mechanisms and behaviors associated with neural plasticity. Students will obtain a basic working knowledge of the different types of neural plasticity, and how these affect cognition and behaviors.
This course will use clinical studies and experimental research on animals to understand the impact of stress during various periods of development on brain function and behavior. We will address the long- and short-term consequences of stress on cognition, emotion, and ultimately psychopathology through investigating how various stressors can induce neurobiological and behavioral outcomes through genetic, epigenetic, and molecular mechanisms in the brain.
Frontiers of Justice is designed to encourage students and equip them with the skills to become active and effective “Change Agents” within their academic institutions and larger communities.. Oriented by the question,
What does justice look like?
, this course aims to raise political and social awareness and engagement with the challenges facing New York City and strengthen ties between Columbia University, disadvantaged communities, and city government agencies and community organizations. Through sharing ideas about how to make structural and systemic change in ways that integrate science, law, politics, history, narrative and community engagement, the course is intended to support students in working to break down racial and ethnic barriers and toward a more fair and just society.
Prerequisites: the instructors permission; some basic knowledge of social psychology is desirable. A comprehensive examination of how culture and diversity shape psychological processes. The class will explore psychological and political underpinnings of culture and diversity, emphasizing social psychological approaches. Topics include culture and self, cuture and social cognition, group and identity formation, science of diversity, stereotyping, prejudice, and gender. Applications to real-world phenomena discussed.
Prerequisites: Some knowledge of Research Methods, Statistics, and Social Psychology, plus Instructors Permission. Reviews and integrates current research on three important topics of social psychology: culture, motivation, and prosocial behavior. Discussions and readings will cover theoretical principles, methodological approaches, and the intersection of these three topics. Students will write a personal research proposal based on the theories presented during the seminar.
Prerequisites: the instructors permission. Comparison of major theoretical perspectives on social behavior. The nature of theory construction and theory testing in psychology generally. Exercises comparing the predictions of different theories for the same study are designed to acquire an appreciation of how to operationalize theories and an understanding of the various features of a good theory.
:
Philanthropy & Just Societies
will enable Columbia undergraduate students to learn about the history of philanthropy, to understand best practices and ethical underpinnings, to debate its potential in making more just societies, and to consider what it means to give and receive aid at different scales. Students will have the opportunity to participate directly in philanthropic work.
We have to remember that what we observe is not nature herself, but nature exposed to our method of questioning.
- Werner Heisenberg, Physicist
As Heisenberg reminds us, science does not grant unmediated access to reality, but rather, to reality as shaped by our methods of questioning. In psychology, quantitative experiments powerfully allow us to ask particular kinds of questions with precision and control, but they can sometimes bracket out the complexities of lived worlds, reducing what is messy and ambiguous into variables that may miss or even mischaracterize the very phenomena we wish to understand. Qualitative methods open up different vantage points, enabling us to explore meaning, context, and experience in ways numbers alone cannot capture.
This class takes seriously the idea that all methods both reveal and conceal, and that our task as researchers is to choose, and sometimes combine, approaches that best illuminate the questions we seek to answer. We will begin by considering the ontological and epistemological assumptions underlying different research methodologies—that is, assumptions about the nature of reality and how it can be studied. Next, we will learn and practice a range of qualitative approaches used by psychologists including thematic analysis, grounded theory, phenomenological analysis, portraiture, discourse analysis, narrative psychological methods, case studies, and non-linguistic methods. Attention will be given to evaluating what counts as “good” qualitative research, including the benefits of using mixed methods and pluralistic approaches (i.e., combining multiple methods). Throughout the semester, we will look at published examples of qualitative research in a variety of subdisciplines of psychology as well as in how these methods can be used in action research (i.e., in application to real-world problems).
The centerpoint of the course will be an independent project, devised around student research interests, through which students will gain hands-on experience in participatory inquiry, developing not only methodological skill but also a critical perspective on how knowledge is produced. The course is designed both for students who wish to conduct basic or applied qualitative research
Prerequisites: graduate course in ANOVA, General Linear Model or the instructors permission. A survey course in statistical methods for the analysis of repeated measures data, including data from experimental and nonexperimental studies. Surveys classical (e.g. MANOVA) and modern methods (e.g. Multilevel Models) for both continuous and categorical outcomes.
This seminar will introduce both the concepts and practical implementation in PyTorch of neural networks and deep learning, with a focus on general principles and examples from vision.
Prerequisites: the instructors permission. How to write about and present scientific information in a clear and interesting way. We will use: 1) individualized writing projects; 2) oral presentations; and 3) concise books on good writing to develop skills for communicating scientific ideas, design, results and theory.
Prerequisites: permission of the faculty member who will direct the teaching. Participation in ongoing teaching.
Prerequisites: permission of the departmental adviser to Graduate Studies.
Monday seminars are open to the public and take place in Schermerhorn Hall on alternate Mondays in room 200B Schermerhorn from 12:10-1:30pm. The seminar series semester schedule can be found
here
.
Members of the staff, graduate students, and outside speakers present current research.