← All authors Kenneth A. Frank National Institute for the Psychotherapies (per OpenAlex) · ORCID · OpenAlex
36 papers in scope · 34 published · 2 on the econ.EM arXiv · 3,611 citations · h-index 21 (over the papers listed here)
Papers (2 of 36)
Quantifying Sensitivity to Selection on Unobserved Covariates: Recasting the Coefficient of Proportionality Within a Correlational Framework
published 2026 · Journal of Educational and Behavioral Statistics
with Qinyun Lin, Spiro Maroulis, Shimeng Dai, Jihoon Choi, Nicole Jess, H Y Lin, Yuqing Liu, Sarah Maestrales, Ellen Searle, Jordan Tait
Application of Sensitivity Analysis for Teacher Effectiveness Evaluation in the Context of Accountability
published 2026 · Journal of Research on Educational Effectiveness
with Qinyun Lin, Spiro Maroulis
Path Coherence and Disruption in Routine Dynamics
published 2024 · 4 citations
with Inkyu Kim, Brian T. Pentland, Julie Ryan Wolf
konfound: An R Sensitivity Analysis Package to Quantifythe Robustness of Causal Inferences
published 2024 · The Journal of Open Source Software · 4 citations
with Sarah Narvaiz, Qinyun Lin, Joshua M. Rosenberg, Spiro Maroulis, Wei Wang, Ran Xu
A Conceptual Framework for Quantifying the Robustness of a Regression-Based Causal Inference in Observational Study
published 2024 · Mathematics · 2 citations
Quantifying the robustness of causal inferences: Sensitivity analysis for pragmatic social science
published 2022 · Social Science Research · 40 citations
with Qinyun Lin, Ran Xu, Spiro Maroulis, Anna S. Mueller
Beyond Agreement, Aggregation, and Centrality: Selection and Influence in Multilevel Theory
published 2022 · Academy of Management Proceedings
with Ryan Scott Hemsley, Daniel J. Griffin
A network intervention for natural resource management in the context of climate change
published 2022 · Social Networks · 9 citations
with Tingqiao Chen, Ethan Brown, Angela L. Larsen-Gray, William Baule
Response to “three comments on the RIR method”
published 2022 · Journal of Clinical Epidemiology · 1 citations
with Qinyun Lin, Spiro Maroulis, Anna S. Mueller, Ran Xu, Joshua M. Rosenberg, Christopher S. Hayter, Ramy Mahmoud, Marynia Kolak, Thomas Dietz, Lixin Zhang
Hypothetical case replacement can be used to quantify the robustness of trial results
published 2021 · Journal of Clinical Epidemiology · 42 citations
with Qinyun Lin, Spiro Maroulis, Anna S. Mueller, Ran Xu, Joshua M. Rosenberg, Christopher S. Hayter, Ramy Mahmoud, Marynia Kolak, Thomas Dietz, Lixin Zhang
Sensitivity analysis for network observations with applications to inferences of social influence effects
published 2020 · Network Science · 22 citations
with Ran Xu
The spatial and temporal dynamics of global meat trade networks
published 2020 · Scientific Reports · 28 citations
with Min Gon Chung, Kelly Kapsar, Jianguo Liu
working paper 2020 · arXiv
The probability of a robust inference for internal validity
published 2020 · Sociological Methods & Research · 12 citations
konfound: Command to quantify robustness of causal inferences
published 2019 · The Stata Journal Promoting communications on statistics and Stata · 221 citations
with Ran Xu, Spiro Maroulis, Joshua M. Rosenberg
working paper 2019 · arXiv
IMPLEMENTATION OF EVIDENCE‐BASED PRACTICE IN HUMAN SERVICE ORGANIZATIONS: IMPLICATIONS FROM AGENT‐BASED MODELS
published 2018 · Journal of Policy Analysis and Management · 22 citations
with Ran Xu, William R. Penuel
Political influences on greenhouse gas emissions from US states
published 2015 · Proceedings of the National Academy of Sciences · 122 citations
with Thomas Dietz, Cameron T. Whitley, Jennifer Kelly, Rachel Kelly
Do Social Networks Influence Small-Scale Fishermen’s Enforcement of Sea Tenure?
published 2015 · PLoS ONE · 27 citations
with Kara Stevens, Daniel Kramer
WHAT IS A “GOOD” SOCIAL NETWORK FOR POLICY IMPLEMENTATION? THE FLOW OF KNOW-HOW FOR ORGANIZATIONAL CHANGE
published 2015 · Journal of Policy Analysis and Management · 49 citations
with William R. Penuel, Ann E. Krause
The Embeddedness of Adolescent Friendship Nominations: The Formation of Social Capital in Emergent Network Structures
published 2013 · American Journal of Sociology · 185 citations
with Chandra Muller, Anna S. Mueller
Instructional Advice and Information Providing and Receiving Behavior in Elementary Schools
published 2012 · American Educational Research Journal · 162 citations
with James P. Spillane, Chong Min Kim
Drivers and Socioeconomic Impacts of Tourism Participation in Protected Areas
published 2012 · PLoS ONE · 158 citations
with Wei Liu, Christine A. Vogt, Junyan Luo, Guangming He, Jianguo Liu
Focus, Fiddle, and Friends
published 2011 · Sociology of Education · 132 citations
with Yong Zhao, William R. Penuel, Nicole Ellefson, Susan L. Porter
Quasi-Ties
published 2009 · American Behavioral Scientist · 50 citations
Indices of Robustness for Sample Representation
published 2007 · Sociological Methodology · 40 citations
with Kyung-Seok Min
Studying the Sensitivity of Inferences to Possible Unmeasured Confounding Variables in Multisite Evaluations. CSE Technical Report 701.
published 2006 · National Center for Research on Evaluation, Standards, and Student Testing · 3 citations
with Michael Seltzer, Jin-Ok Kim
no link
A Hierarchical Linear Model With Factor Analysis Structure at Level 2
published 2006 · Journal of Educational and Behavioral Statistics · 10 citations
with Yasuo Miyazaki
Identifying positions from affiliation networks: Preserving the duality of people and events
published 2005 · Social Networks · 81 citations
with Sam Field, Kathryn S. Schiller, Catherine Riegle-Crumb, Chandra Muller
An approximation to the distribution of the product of two dependent correlation coefficients
published 2004 · Journal of Statistical Computation and Simulation · 13 citations
with Wei Pan
Social Capital and the Diffusion of Innovations Within Organizations: The Case of Computer Technology in Schools
published 2004 · Sociology of Education · 557 citations
with Yong Zhao, Kathryn M. Borman
A Probability Index of the Robustness of a Causal Inference
published 2003 · Journal of Educational and Behavioral Statistics
with Wei Pan
Impact of a Confounding Variable on a Regression Coefficient
published 2000 · Sociological Methods & Research · 1036 citations
Linking Action to Social Structure within a System: Social Capital within and between Subgroups
published 1998 · American Journal of Sociology · 237 citations
with Jeffrey Y. Yasumoto
Mapping interactions within and between cohesive subgroups
published 1996 · Social Networks · 152 citations
Identifying cohesive subgroups
published 1995 · Social Networks · 190 citations
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