Matthew J. Salganik

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Aliases
Matt Salganik, Matthew J Salganik, Matthew Salganik
Publication record
49 papers · 7,339 citations · H-index 25

PAPERS

The Book of Life approach: Enabling richness and scale for life course research
20250 citationsauthor #5
Bridging Prediction and Intervention Problems in Social Systems
20258 citationsauthor #29
The origins of unpredictability in life outcome prediction tasks
20249 citationsauthor #8
REFORMS: Consensus-based Recommendations for Machine-learning-based Science
202473 citationsauthor #15
The origins of unpredictability in life trajectory prediction tasks
20232 citationsauthor #8
REFORMS: Reporting Standards for Machine Learning Based Science
202329 citationsauthor #15
Predicting the future of society
20231 citationsauthor #1
Checklist for reporting ML-based science
20230 citationsauthor #15
Scaling up experimental social, behavioral, and economic science
20215 citationsauthor #15
Integrating explanation and prediction in computational social science
2021272 citationsauthor #9
Consensus-based guidance for conducting and reporting multi-analyst studies
202141 citationsauthor #42
Measuring the predictability of life outcomes with a scientific mass collaboration
2020249 citationsauthor #1
Limits to prediction: pre-read
20201 citationsauthor #2
Computational social science: Obstacles and opportunities
2020332 citationsauthor #12
Measuring the predictability of life outcomes with a scientific mass collaboration
20200 citationsauthor #1
Prediction, Machine Learning, and Individual Lives: an Interview with Matthew Salganik
20202 citationsauthor #1
Bit by Bit: Social Research in the Digital Age
20191 citationsauthor #1
Successes and Struggles with Computational Reproducibility: Lessons from the Fragile Families Challenge
201941 citationsauthor #2
Improving Metadata Infrastructure for Complex Surveys: Insights from the Fragile Families Challenge
201815 citationsauthor #11
Explanation, prediction, and causality: Three sides of the same coin?
201812 citationsauthor #9
Privacy, Ethics, and Data Access: A Case Study of the Fragile Families Challenge
201828 citationsauthor #4
The Network Survival Method for Estimating Adult Mortality: Evidence From a Survey Experiment in Rwanda
201616 citationsauthor #3
Quantity Versus Quality: A Survey Experiment to Improve the Network Scale-up Method
201636 citationsauthor #5
Strengthening the Reporting of Observational Studies in Epidemiology for respondent-driven sampling studies: “STROBE-RDS” statement
2015236 citationsauthor #3
Generalizing the Network Scale-up Method
201473 citationsauthor #2
Estimating the Size of Hidden Populations Using the Generalized Network Scale-Up Estimator
20146 citationsauthor #2
Introduction to Wiki Surveys
20120 citationsauthor #1
Diagnostics for respondent‐driven sampling
2012227 citationsauthor #3
Wiki surveys : Open and quantifiable social data collection ∗
20121 citationsauthor #1
Respondent-driven Sampling in the Real World
201213 citationsauthor #1
Wiki Surveys: Open and Quantifiable Social Data Collection
2012161 citationsauthor #1
Commentary: Respondent-driven Sampling in the Real World.
201274 citationsauthor #1
Assessing Network Scale-up Estimates for Groups Most at Risk of HIV/AIDS: Evidence From a Multiple-Method Study of Heavy Drug Users in Curitiba, Brazil
2011102 citationsauthor #1
The game of contacts: Estimating the social visibility of groups
201164 citationsauthor #1
How Many People Do You Know?: Efficiently Estimating Personal Network Size
2010216 citationsauthor #2
Counting hard-to-count populations: the network scale-up method for public health
2010151 citationsauthor #8
Assessing respondent-driven sampling
2010373 citationsauthor #2
Social influence: the puzzling nature of success in cultural markets
200918 citationsauthor #1
Web-Based Experiments for the Study of Collective Social Dynamics in Cultural Markets
2009133 citationsauthor #1
Leading the Herd Astray: An Experimental Study of Self-fulfilling Prophecies in an Artificial Cultural Market
2008268 citationsauthor #1
Sociology 323: Social networks
20070 citationsauthor #1
Success and failure in cultural markets
200712 citationsauthor #1
How Many People Do You Know in Prison?
2006227 citationsauthor #2
Variance Estimation, Design Effects, and Sample Size Calculations for Respondent-Driven Sampling
2006439 citationsauthor #1
Experimental Study of Inequality and Unpredictability in an Artificial Cultural Market
20062,091 citationsauthor #1
Self-fulfilling prophecies in cultural markets: An experimental approach
20060 citationsauthor #1
Cascades of culture: Exploring extreme variation and extreme unpredictability with modeling and experiments
20051 citationsauthor #1
5. Sampling and Estimation in Hidden Populations Using Respondent-Driven Sampling
20041,284 citationsauthor #1
FINAL SAMPLE DESIGN FOR THE CENSUS 2000 ACCURACY AND COVERAGE EVALUATION
20022 citationsauthor #2

TIMELINE

2002 2 citations

2004 1,284 citations

2005 1 citations

2006 2,757 citations

2007 12 citations

2008 268 citations

2009 151 citations

2010 740 citations

2011 166 citations

2012 476 citations

2014 79 citations

2015 236 citations

2016 52 citations

2018 55 citations

2019 42 citations

2020 584 citations

2021 318 citations

2023 32 citations

2024 82 citations

2025 8 citations

Matthew J. Salganik

PROFILE

PAPERS

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