% CSS Empirical Studies Database - cssprimer.org/studies
% Generated by scripts/build_studies.py; edits here will be overwritten.

@article{using-facebook-ads-audiences-for-global-2017,
  title   = {Using Facebook Ads Audiences for Global Lifestyle Disease Surveillance: Promises and Limitations},
  journal = {Proceedings of the 2017 ACM on Web Science Conference June 2017},
  year    = {2017},
  url     = {https://doi.org/10.1145/3091478.3091513},
}

@article{scientific-consensus-the-law-and-same-2015,
  title   = {Scientific consensus, the law, and same sex parenting outcomes.},
  journal = {Social Science Research},
  year    = {2015},
  url     = {https://doi.org/10.1016/j.ssresearch.2015.06.008},
}

@article{structural-balance-emerges-and-explains-performance-2019,
  title   = {Structural balance emerges and explains performance in risky decision-making},
  journal = {Nature Communications},
  year    = {2019},
  url     = {https://doi.org/10.1038/s41467-019-10548-8},
}

@article{what-makes-popular-culture-popular-product-2017,
  title   = {What makes popular culture popular? Product features and optimal differentiation in music},
  journal = {American Sociological Review},
  year    = {2017},
  url     = {https://doi.org/10.1177/0003122417728662},
}

@article{who-frames-the-debate-on-the-2015,
  title   = {Who frames the debate on the Arab uprisings?},
  journal = {International Sociology},
  year    = {2015},
  url     = {https://doi.org/10.1177/0268580915580157},
}

@article{solidarity-or-schism-ideological-congruence-and-2018,
  title   = {SOLIDARITY OR SCHISM: IDEOLOGICAL CONGRUENCE AND THE TWITTER NETWORKS OF EGYPTIAN ACTIVISTS},
  journal = {Mobilization: an International Quarterly},
  year    = {2018},
  url     = {https://doi.org/10.17813/1086-671X-23-1-23},
}

@article{exposure-to-opposing-views-on-social-2018,
  title   = {Exposure to opposing views on social media can increase political polarization},
  journal = {PNAS},
  year    = {2018},
  url     = {https://doi.org/10.1073/pnas.1804840115},
}

@article{the-social-structure-of-political-echo-2016,
  title   = {The Social Structure of Political Echo Chambers: Variation in Ideological Homophily in Online Networks},
  journal = {Political Psychology},
  year    = {2016},
  url     = {https://doi.org/10.1111/pops.12337},
}

@article{using-internet-search-data-to-examine-2018,
  title   = {Using Internet search data to examine the relationship between anti-Muslim and pro-ISIS sentiment in U.S. counties},
  journal = {Science advances},
  year    = {2018},
  url     = {https://doi.org/10.1126/sciadv.aao5948},
}

@article{channeling-hearts-and-minds-advocacy-organizations-2017,
  title   = {Channeling Hearts and Minds: Advocacy Organizations, Cognitive-Emotional Currents, and Public Conversation},
  journal = {American Sociological Review},
  year    = {2017},
  url     = {https://doi.org/10.1177/0003122417733673},
}

@article{cultural-carrying-capacity-organ-donation-advocacy-2016,
  title   = {Cultural carrying capacity: Organ donation advocacy, discursive framing, and social media engagement},
  journal = {Social Science & Medicine},
  year    = {2016},
  url     = {https://doi.org/10.1016/j.socscimed.2016.01.049},
}

@article{emotional-feedback-and-the-viral-spread-2016,
  title   = {Emotional Feedback and the Viral Spread of Social Media Messages About Autism Spectrum Disorders},
  journal = {American Journal of Public Health},
  year    = {2016},
  url     = {https://doi.org/10.2105/AJPH.2016.303181},
}

@article{the-critical-periphery-in-the-growth-2015,
  title   = {The Critical Periphery in the Growth of Social Protests},
  journal = {Plos One},
  year    = {2015},
  url     = {https://doi.org/10.1371/journal.pone.0143611},
}

@article{the-populist-style-in-american-politics-2015,
  title   = {The Populist Style in American Politics: Presidential Campaign Discourse, 1952–1996},
  journal = {Social Forces},
  year    = {2015},
  url     = {https://doi.org/10.1093/sf/sov120},
}

@article{combining-natural-language-processing-and-network-2016,
  title   = {Combining natural language processing and network analysis to examine how advocacy organizations stimulate conversation on social media},
  journal = {PNAS},
  year    = {2016},
  url     = {https://doi.org/10.1073/pnas.1607151113},
}

@article{prestige-proximity-and-prejudice-how-google-2019,
  title   = {Prestige, proximity, and prejudice: how Google search terms diffuse across the world},
  journal = {American Journal of Sociology},
  year    = {2019},
  url     = {https://doi.org/10.1086/702007},
}

@article{the-wisdom-of-partisan-crowds-2018,
  title   = {The wisdom of partisan crowds},
  journal = {PNAS},
  year    = {2018},
  url     = {https://doi.org/10.1073/pnas.1817195116},
}

@article{experimental-evidence-for-tipping-points-in-2018,
  title   = {Experimental evidence for tipping points in social convention},
  journal = {Science},
  year    = {2018},
  url     = {https://doi.org/10.1126/science.aas8827},
}

@article{the-spontaneous-emergence-of-conventions-an-2015,
  title   = {The spontaneous emergence of conventions: An experimental study of cultural evolution},
  journal = {PNAS},
  year    = {2015},
  url     = {https://doi.org/10.1073/pnas.1418838112},
}

@article{aspirational-pursuit-of-mates-in-online-2018,
  title   = {Aspirational pursuit of mates in online dating markets},
  journal = {Science advances},
  year    = {2018},
  url     = {https://doi.org/10.1126/sciadv.aap9815},
}

@article{extracting-multistage-screening-rules-from-online-2016,
  title   = {Extracting multistage screening rules from online dating activity data},
  journal = {PNAS},
  year    = {2016},
  url     = {https://doi.org/10.1073/pnas.1522494113},
}

@article{the-spread-of-behavior-in-an-2010,
  title   = {The Spread of Behavior in an Online Social Network Experiment},
  journal = {Science},
  year    = {2010},
  url     = {https://doi.org/10.1126/science.1185231},
}

@article{complex-contagions-and-the-weakness-of-2007,
  title   = {Complex Contagions and the Weakness of Long Ties},
  journal = {American Journal of Sociology},
  year    = {2007},
  url     = {https://doi.org/10.1086/521848},
}

@article{detecting-communities-through-network-data-2012,
  title   = {Detecting Communities through Network Data},
  journal = {American Sociological Review},
  year    = {2012},
  url     = {https://doi.org/10.1177/0003122412463574},
}

@article{disparate-foundations-of-scientists-policy-positions-2017,
  title   = {Disparate foundations of scientists’ policy positions on contentious biomedical research},
  journal = {PNAS},
  year    = {2017},
  url     = {https://doi.org/10.1073/pnas.1613580114},
}

@article{using-facebook-ad-data-to-track-2018,
  title   = {Using Facebook ad data to track the global digital gender gap},
  journal = {World Development},
  year    = {2018},
  url     = {https://doi.org/10.1016/j.worlddev.2018.03.007},
}

@article{corporate-funding-and-ideological-polarization-about-2015,
  title   = {Corporate funding and ideological polarization about climate change},
  journal = {PNAS},
  year    = {2015},
  url     = {https://doi.org/10.1073/pnas.1509433112},
}

@article{do-anti-immigrant-laws-shape-public-2017,
  title   = {Do Anti-Immigrant Laws Shape Public Sentiment? A Study of Arizona’s SB 1070 Using Twitter Data},
  journal = {American Journal of Sociology},
  year    = {2017},
  url     = {https://doi.org/10.1086/692983},
}

@article{using-deep-learning-and-google-street-2017,
  title   = {Using deep learning and Google Street View to estimate the demographic makeup of neighborhoods across the United States},
  journal = {PNAS},
  year    = {2017},
  url     = {https://doi.org/10.1073/pnas.1700035114},
}

@article{network-structure-and-influence-of-the-2016,
  title   = {Network structure and influence of the climate change counter-movement},
  journal = {Nature Climate Change},
  year    = {2016},
  url     = {https://doi.org/10.1038/nclimate2875},
}

@article{tradition-and-innovation-in-scientists-research-2015,
  title   = {Tradition and innovation in scientists’ research strategies.},
  journal = {American Sociological Review},
  year    = {2015},
  url     = {https://doi.org/10.1177%2F0003122415601618},
}

@article{measuring-paradigmaticness-of-disciplines-using-text-2016,
  title   = {Measuring Paradigmaticness of Disciplines Using Text},
  journal = {Sociological Science},
  year    = {2016},
  url     = {https://doi.org/10.15195/v3.a32},
}

@article{a-mixed-methods-framework-for-analyzing-2017,
  title   = {A mixed-methods framework for analyzing text data: Integrating computational techniques with qualitative methods in demography},
  journal = {Demographic Research},
  year    = {2017},
  url     = {https://www.jstor.org/stable/26332229},
}

@article{rom-gulf-to-bridge-when-do-2015,
  title   = {rom Gulf to Bridge: When Do Moral Arguments Facilitate Political Influence},
  journal = {Personality and Social Psychology Bulletin},
  year    = {2015},
  url     = {https://doi.org/10.1177%2F0146167215607842},
}

@article{social-learning-and-partisan-bias-in-2018,
  title   = {Social learning and partisan bias in the interpretation of climate trends},
  journal = {PNAS},
  year    = {2018},
  url     = {https://doi.org/10.1073/pnas.1722664115},
}

@article{networked-discontent-the-anatomy-of-protest-2016,
  title   = {Networked discontent: The anatomy of protest campaigns in social media},
  journal = {Social Networks},
  year    = {2016},
  url     = {https://doi.org/10.1016/j.socnet.2015.07.003},
}

@article{improving-age-measurement-in-low-and-2019,
  title   = {Improving age measurement in low- and middle-income countries through computer vision: A test in Senegal},
  journal = {Demographic Research},
  year    = {2019},
  url     = {https://doi.org/10.2307/26726998},
}

@article{computer-aided-content-analysis-of-digitally-2013,
  title   = {Computer-Aided Content Analysis of Digitally Enabled Movement},
  journal = {Mobilization: an International Quarterly},
  year    = {2013},
  url     = {https://doi.org/10.17813/maiq.18.4.m1g180620x7n1542},
}

@article{money-in-the-middle-contribution-strategies-2018,
  title   = {Money in the Middle: Contribution Strategies among Affluent Donors to Federal Elections, 1980–2008},
  journal = {American Journal of Sociology},
  year    = {2018},
  url     = {https://doi.org/10.1086/694888},
}

@article{diurnal-and-seasonal-mood-vary-with-2011,
  title   = {Diurnal and Seasonal Mood Vary with Work, Sleep, and Daylength Across Diverse Cultures},
  journal = {Science},
  year    = {2011},
  url     = {https://doi.org/10.1126/science.1202775},
}

@article{online-social-integration-is-associated-with-2016,
  title   = {Online social integration is associated with reduced mortality risk},
  journal = {PNAS},
  year    = {2016},
  url     = {https://doi.org/10.1073/pnas.1605554113},
}

@article{the-materiality-of-ideology-cultural-consumption-2019,
  title   = {The Materiality of Ideology: Cultural Consumption and Political Thought after the American Revolution},
  journal = {American Journal of Sociology},
  year    = {2019},
  url     = {https://doi.org/10.1086/704370},
}

@article{broadcasters-and-hidden-influentials-in-online-2013,
  title   = {Broadcasters and Hidden Influentials in Online Protest Diffusion},
  journal = {American Behavioral Scientist},
  year    = {2013},
  url     = {https://doi.org/10.1177%2F0002764213479371},
}

@article{fitting-in-or-standing-out-the-2016,
  title   = {Fitting in or standing out? The tradeoffs of structural and cultural embeddedness},
  journal = {American Sociological Review},
  year    = {2016},
  url     = {https://doi.org/10.1177%2F0003122416671873},
}

@article{what-does-it-mean-to-span-2016,
  title   = {What Does It Mean to Span Cultural Boundaries? Variety and Atypicality in Cultural Consumption},
  journal = {American Sociological Review},
  year    = {2016},
  url     = {https://doi.org/10.1177%2F0003122416632787},
}

@article{network-vs-market-relations-the-effect-2015,
  title   = {Network vs Market Relations: The Effect of Friends in Crowdfunding},
  journal = {ASONAM '15: Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining},
  year    = {2015},
  url     = {https://doi.org/10.1145/2808797.2808904},
}

@article{the-geometry-of-culture-analyzing-the-2019,
  title   = {The Geometry of Culture: Analyzing the Meanings of Class through Word Embeddings},
  journal = {American Sociological Review},
  year    = {2019},
  url     = {https://doi.org/10.1177%2F0003122419877135},
}

@article{empirical-analysis-of-an-evolving-social-2006,
  title   = {Empirical Analysis of an Evolving Social Network},
  journal = {Science},
  year    = {2006},
  url     = {https://doi.org/10.1126/science.1116869},
}

@article{the-limits-of-racial-prejudice-2013,
  title   = {The limits of racial prejudice},
  journal = {PNAS},
  year    = {2013},
  url     = {https://doi.org/10.1073/pnas.1308501110},
}

@article{the-structure-of-online-activism-2014,
  title   = {The Structure of Online Activism},
  journal = {Sociological Science},
  year    = {2014},
  url     = {https://doi.org/10.15195/v1.a1},
}

@article{men-set-their-own-cites-high-2017,
  title   = {Men Set Their Own Cites High: Gender and Self-citation across Fields and over Time},
  journal = {Socius: Sociological Research for a Dynamic World},
  year    = {2017},
  url     = {https://doi.org/10.1177%2F2378023117738903},
}

@article{quantitative-analysis-of-population-scale-family-2018,
  title   = {Quantitative analysis of population-scale family trees with millions of relatives},
  journal = {Science},
  year    = {2018},
  url     = {https://doi.org/10.1126/science.aam9309},
}

@article{sociological-innovation-through-subfield-integration-2014,
  title   = {Sociological Innovation through Subfield Integration},
  journal = {Social Currents},
  year    = {2014},
  url     = {https://doi.org/10.1177%2F2329496514540131},
}

@article{a-dataset-of-publication-records-for-2019,
  title   = {A dataset of publication records for Nobel laureates},
  journal = {Scientific Data},
  year    = {2019},
  url     = {https://doi.org/10.1038/s41597-019-0033-6},
}

@article{investigating-the-temporal-dynamics-of-interorganizational-2017,
  title   = {Investigating the Temporal Dynamics of Interorganizational Exchange: Patient Transfers among Italian Hospitals},
  journal = {American Journal of Sociology},
  year    = {2017},
  url     = {https://doi.org/10.1086/693704},
}

@article{managing-the-boundaries-of-taste-culture-2017,
  title   = {Managing the Boundaries of Taste: Culture, Valuation, and Computational Social Science},
  journal = {Social Forces},
  year    = {2017},
  url     = {https://doi.org/10.1093/sf/sox055},
}

@article{mater-certa-est-pater-numquam-what-2018,
  title   = {Mater certa est, pater numquam: What can Facebook advertising data tell us about male fertility rates?},
  journal = {Twelfth International AAAI Conference on Web and Social Media},
  year    = {2018},
  url     = {https://doi.org/10.48550/arXiv.1804.04632},
}

@article{do-women-suffer-from-network-closure-2015,
  title   = {Do Women Suffer from Network Closure? The Moderating Effect of Social Capital on Gender Inequality in a Project-Based Labor Market, 1929 to 2010},
  journal = {American Sociological Review},
  year    = {2015},
  url     = {https://doi.org/10.1177%2F0003122414568788},
}

@article{casm-a-deep-learning-approach-for-2019,
  title   = {CASM: A Deep-Learning Approach for Identifying Collective Action Events with Text and Image Data from Social Media},
  journal = {Sociological Methodology},
  year    = {2019},
  url     = {https://doi.org/10.1177/0081175019860244},
}

@article{associations-between-displayed-alcohol-references-on-2012,
  title   = {Associations Between Displayed Alcohol References on Facebook and Problem Drinking Among College Students},
  journal = {Archives of pediatrics & adolescent medicine},
  year    = {2012},
  url     = {https://doi.org/10.1001/archpediatrics.2011.180},
}

@article{new-approaches-to-human-mobility-using-2013,
  title   = {New Approaches to Human Mobility: Using Mobile Phones for Demographic Research},
  journal = {Demography},
  year    = {2013},
  url     = {https://doi.org/10.1007/s13524-012-0175-z},
}

@article{scientific-prize-network-predicts-who-pushes-2018,
  title   = {Scientific prize network predicts who pushes the boundaries of science},
  journal = {PNAS},
  year    = {2018},
  url     = {https://doi.org/10.1073/pnas.1800485115},
}

@article{fertility-and-its-meaning-evidence-from-2017,
  title   = {Fertility and its meaning: evidence from search behavior},
  journal = {Proceedings of the International AAAI Conference on Web and Social Media},
  year    = {2017},
  url     = {https://doi.org/10.48550/arXiv.1703.03935},
}

@article{mate-selection-in-cyberspace-the-intersection-2013,
  title   = {Mate Selection in Cyberspace: The Intersection of Race, Gender, and Education},
  journal = {American Journal of Sociology},
  year    = {2013},
  url     = {https://doi.org/10.1086/673129},
}

@article{racial-preferences-in-online-dating-across-2015,
  title   = {Racial Preferences in Online Dating across European Countries},
  journal = {European Sociological Review},
  year    = {2015},
  url     = {https://doi.org/10.1093/esr/jcu093},
}

@article{the-strength-of-long-range-ties-2018,
  title   = {The strength of long-range ties in population-scale social networks},
  journal = {Science},
  year    = {2018},
  url     = {https://doi.org/10.1126/science.aau9735},
}

@article{do-emotions-expressed-online-correlate-with-2016,
  title   = {Do Emotions Expressed Online Correlate with Actual Changes in Decision-Making?: The Case of Stock Day Traders},
  journal = {Plos One},
  year    = {2016},
  url     = {https://doi.org/10.1371/journal.pone.0144945},
}

@article{tracking-traders-understanding-of-the-market-2011,
  title   = {Tracking Traders' Understanding of the Market Using e-Communication Data},
  journal = {Plos One},
  year    = {2011},
  url     = {https://doi.org/10.1371/journal.pone.0026705},
}

@article{what-religion-affords-grassroots-ngos-frames-2016,
  title   = {What Religion Affords Grassroots NGOs: Frames, Networks, Modes of Action},
  journal = {Forum on Religion and Development},
  year    = {2016},
  url     = {https://doi.org/10.1111/jssr.12272},
}

@article{robust-science-passive-smoking-and-scientific-2015,
  title   = {Robust Science: Passive Smoking and Scientific Collaboration with the Tobacco Industry in the 1970s},
  journal = {Sociological Science},
  year    = {2015},
  url     = {https://doi.org/10.15195/v2.a9},
}

@article{millions-of-online-book-co-purchases-2017,
  title   = {Millions of online book co-purchases reveal partisan differences in the consumption of science},
  journal = {Nature Human Behaviour},
  year    = {2017},
  url     = {https://doi.org/10.1038/s41562-017-0079},
}

@article{enculturation-trajectories-language-cultural-adaptation-and-2017,
  title   = {Enculturation Trajectories: Language, Cultural Adaptation, and Individual Outcomes in Organizations},
  journal = {Management Science},
  year    = {2017},
  url     = {https://doi.org/10.1287/mnsc.2016.2671},
}

@article{influence-flows-in-the-academy-using-2011,
  title   = {Influence flows in the academy: Using affiliation networks to assess peer effects among researchers},
  journal = {Social Science Research},
  year    = {2011},
  url     = {https://doi.org/10.1016/j.ssresearch.2010.10.002},
}

@article{streams-of-thought-knowledge-flows-and-2015,
  title   = {Streams of Thought: Knowledge Flows and Intellectual Cohesion in a Multidisciplinary Era},
  journal = {Social Forces},
  year    = {2015},
  url     = {https://doi.org/10.1093/sf/sov004},
}

@article{choosing-experiments-to-accelerate-collective-discovery-2015,
  title   = {Choosing experiments to accelerate collective discovery},
  journal = {PNAS},
  year    = {2015},
  url     = {https://doi.org/10.1073/pnas.1509757112},
}

@article{a-paper-ceiling-explaining-the-persistent-2015,
  title   = {A Paper Ceiling: Explaining the Persistent Underrepresentation of Women in Printed News},
  journal = {American Sociological Review},
  year    = {2015},
  url     = {https://doi.org/10.1177%2F0003122415596999},
}

@article{weaving-the-fabric-of-science-dynamic-2016,
  title   = {Weaving the fabric of science: dynamic network models of science’s unfolding structure.},
  journal = {Social Networks},
  year    = {2016},
  url     = {https://doi.org/10.1016/j.socnet.2015.02.006},
}

@article{a-network-s-gender-composition-and-2019,
  title   = {A network’s gender composition and communication pattern predict women’s leadership success.},
  journal = {PNAS},
  year    = {2019},
  url     = {https://doi.org/10.1073/pnas.1721438116},
}

@article{the-increasing-dominance-of-teams-in-2009,
  title   = {The Increasing Dominance of Teams in Production of Knowledge},
  journal = {Science},
  year    = {2009},
  url     = {https://doi.org/10.1126/science.1136099},
}

@article{large-teams-develop-and-small-teams-2019,
  title   = {Large teams develop and small teams disrupt science and technology},
  journal = {Nature},
  year    = {2019},
  url     = {https://doi.org/10.1038/s41586-019-0941-9},
}

@article{the-role-of-gender-in-scholarly-2013,
  title   = {The Role of Gender in Scholarly Authorship},
  journal = {Plos One},
  year    = {2013},
  url     = {https://doi.org/10.1371/journal.pone.0066212},
}

@article{coproduction-or-cooptation-real-time-spin-2016,
  title   = {Coproduction or cooptation? Real-time spin and social media response during the 2012 French and US presidential debates},
  journal = {French Politics},
  year    = {2016},
  url     = {https://doi.org/10.1057/fp.2016.4},
}

@article{weakly-supervised-learning-of-nuanced-frames-2020,
  title   = {Weakly Supervised Learning of Nuanced Frames for Analyzing Polarization in News Media},
  journal = {arXiv:2009.09609},
  year    = {2020},
  url     = {https://doi.org/10.48550/arXiv.2009.09609},
}

@article{leveraging-facebook-s-advertising-platform-to-2017,
  title   = {Leveraging Facebook's Advertising Platform to Monitor Stocks of Migrants},
  journal = {Population and Development Review},
  year    = {2017},
  url     = {https://doi.org/10.2307/26622775},
}

@article{gendered-citation-patterns-among-the-scientific-2022,
  title   = {Gendered citation patterns among the scientific elite},
  journal = {PNAS},
  year    = {2022},
  url     = {https://doi.org/10.1073/pnas.2206070119},
}

@article{the-elements-of-cultural-power-novelty-2022,
  title   = {The Elements of Cultural Power: Novelty, Emotion, Status, and Cultural Capital},
  journal = {American Sociological Review},
  year    = {2022},
  url     = {https://doi.org/10.1177/00031224221123030},
}

@article{computational-analysis-of-140-years-of-2022,
  title   = {Computational analysis of 140 years of US political speeches reveals more positive but increasingly polarized framing of immigration},
  journal = {PNAS},
  year    = {2022},
  url     = {https://doi.org/10.1073/pnas.2120510119},
}

@article{social-networks-and-protest-participation-evidence-2019,
  title   = {Social Networks and Protest Participation: Evidence from 130 Million Twitter Users},
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