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Survey Methodology

Henning Silber

My research focuses on quantitative social research methodology, and I use machine learning to identify bias in social science data, especially due to measurement and nonresponse error, and to process unstructured data. I also use LLMs for the classification of text data, and explore strategies to use AI in questionnaire design. I first started to ...

Xiao Zhang

I am an Assistant Professor in the Department of Computer and Information Science at the University of Michigan-Dearborn, where I lead the Trustworthy AIoT Lab (TAI Lab). Before joining UM-Dearborn, I was a Postdoctoral Associate at Duke University. I obtained my Ph.D. degree in the Computer Science and Engineering at Michigan State University, my M.S. ...

Patricia Alves-Oliveira

I lead Robot Studio, a Research lab in the Robotics Department of the University of Michigan. Our work is focused on democratizing health and arts with social robots. We develop human-centered robot systems that enhance the quality of life and that promotes creativity. Our lab is interdisciplinary, composed of researchers from computer science, engineering, information ...

Xiaofan Liang

My research focused on using computational approaches and spatial and social network methods to advance understanding and solutions for contemporary urban challenges. My current research has two themes: 1) examining how urban network infrastructure (e.g., transportation, social, or digital infrastructure) can simultaneously be inclusive and exclusive, offering connectivity and access for certain populations, places, or ...

John Barry Ryan

My research focuses on the subfield of political communication using three primary quantitative methodologies: surveys, experiments (both psychological and behavioral economic), and content coding of text. My research has looked at the content of campaign websites, scholar’s social media accounts, newspaper coverage of elections as well as networked participants involving mock elections in a lab.My ...

David Williams

I have several areas of study that touch on the fields of Data Science. First I am the UM PI of PCORnet a national network of over 80 institutions that support clinical research. PCORnet possesses a common data model allowing for the harmonization of the electronic health record across the network. The common data model ...

Yanna Krupnikov

Yanna Krupnikov uses large survey datasets to consider political attention and political expression. Accomplishments and Awards 2023 Propelling Original Data Science (PODS) Grant Award: A Data Science Toolkit for Examining Local Governance What are some of your most interesting projects? How did you end up where you are today? What is the most significant scientific ...

Aditi Verma

I am interested in how nuclear technologies specifically and complex technologies broadly—and their institutional infrastructures—can be designed in more creative, and participatory ways that are epistemically inclusive of both lay and expert perspectives. To this end, my work focuses on developing a more fundamental understanding of the early stages of the design process to improve ...

Runzi Wang

Runzi Wang is a transdisciplinary researcher who studies change in natural and urban environments across space and over time, with the objective of driving positive change with ecological planning and design strategies. Combining technologies such as big data, machine learning, remote sensing, and spatial statistics, her primary research explores how land cover change and urban ...

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Affiliation Type

Methodologies

Applications

Arun Agrawal

Professor, School for Environment and Sustainability

Patricia Alves-Oliveira

Assistant Professor of Robotics, College of Engineering

Andrei Boutyline

Assistant Professor, Sociology

Allyson Flaster

Assistant Research Scientist

Nancy Fleischer

Associate Professor, Epidemiology

Carina Gronlund

Research Assistant Professor, Institute for Social Research, Survey Research Center

Todd I Herrenkohl

Professor, School of Social Work

Steven J. Katz

Professor, Internal Medicine, School of Public Health

Yanna Krupnikov

Professor, Communication and Media