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Communication Methods and Measures Volume 18, 2024 - Issue 2: SPECIAIL ISSUE FOR COMPUTATIONAL MEDIA EFFECTS
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SI: Computational Me

Digital Trace Data Collection for Social Media Effects Research: APIs, Data Donation, and (Screen) Tracking

Jakob Ohmea Weizenbaum Institute for the Networked Society, Freie Universität Berlin, Berlin, Germany;b Amsterdam School of Communication Research, University of Amsterdam, Amsterdam, NetherlandsCorrespondence[email protected]
ORCID Iconhttps://orcid.org/0000-0001-9131-5283View further author information
ORCID Icon,
Theo Araujob Amsterdam School of Communication Research, University of Amsterdam, Amsterdam, NetherlandsORCID Iconhttps://orcid.org/0000-0002-4633-9339View further author information
ORCID Icon,
Laura Boeschotenc Department of Methodology and Statistics, Utrecht University,Utrech, NetherlandORCID Iconhttps://orcid.org/0000-0002-3536-0474View further author information
ORCID Icon,
Deen Freelond Hussman School of Journalism and Media, University of North Carolina at Chapel Hill, Raleigh, North Carolina, USAView further author information
,
Nilam Rame Department of Communication, Stanford University, Stanford, USAView further author information
,
Byron B. Reevese Department of Communication, Stanford University, Stanford, USAView further author information
&
Thomas N. Robinsonf Departments of Pediatrics and Medicine, Stanford University, Stanford, USAView further author information
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Pages 124-141 | Published online: 27 Feb 2023

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J. Loes Pouwels, Theo Araujo, Wouter van Atteveldt, Marko Bachl & Patti M. Valkenburg. (2024) Integrating Communication Science and Computational Methods to Study Content-Based Social Media Effects. Communication Methods and Measures 18:2, pages 115-123.
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Yilang Peng, Irina Lock & Albert Ali Salah. (2024) Automated Visual Analysis for the Study of Social Media Effects: Opportunities, Approaches, and Challenges. Communication Methods and Measures 18:2, pages 163-185.
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Lukas P. Otto, Felicia Loecherbach & Rens Vliegenthart. (2024) Linkage Analysis Revised – Linking Digital Traces and Survey Data. Communication Methods and Measures 18:2, pages 186-204.
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Jakob Ohme & Cornelia Mothes. (2023) News snacking and political learning: changing opportunity structures of digital platform news use and political knowledge. Journal of Information Technology & Politics 0:0, pages 1-15.
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Kaiping Chen, Yingdan Lu & Yiming Wang. Unraveling China’s digital traces: evaluating communication scholarship through a sociotechnical lens. Chinese Journal of Communication 0:0, pages 1-24.
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Zoltán Kmetty, Ádám Stefkovics, Júlia Számely, Dongning Deng, Anikó Kellner, Edit Pauló, Elisa Omodei & Júlia Koltai. Determinants of willingness to donate data from social media platforms. Information, Communication & Society 0:0, pages 1-26.
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Vijay D. Joshi, Sukanta Kumar Baral, Manish Pitke & Rocky J. Dwyer. 2024. Analyzing Current Digital Healthcare Trends Using Social Networks. Analyzing Current Digital Healthcare Trends Using Social Networks 26 53 .
Douglas A. Parry. (2024) Without access to social media platform data, we risk being left in the dark. South African Journal of Science 120:3/4.
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Sultana Ismet Jerin, Nicole O’Donnell & Di Mu. (2024) Mental health messages on TikTok: Analysing the use of emotional appeals in health-related #EduTok videos. Health Education Journal.
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Kylie Morphett, Nicholas Carah & Coral Gartner. (2024) Ethical and Legal Issues in Conducting Tobacco and Nicotine Research Using Social Media Data. Nicotine and Tobacco Research 26:Supplement_1, pages S57-S59.
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Deen Freelon, Meredith L. Pruden, Daniel Malmer, Qunfang Wu, Yiping Xia, Daniel Johnson, Emily Chen & Andrew Crist. (2024) What's in your PIE ? Understanding the contents of personalized information environments with PIEGraph . Journal of the Association for Information Science and Technology.
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Florian Keusch, Paulina K. Pankowska, Alexandru Cernat & Ruben L. Bach. (2024) Do You Have Two Minutes to Talk about Your Data? Willingness to Participate and Nonparticipation Bias in Facebook Data Donation. Field Methods.
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Alexander Wenz, Florian Keusch & Ruben L. Bach. (2024) Measuring Smartphone Use: Survey Versus Digital Behavioral Data. Social Science Computer Review.
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Zeve Sanderson. (2024) Beyond Competition: Designing Data Portability to Support Research on the Digital Information Environment. SSRN Electronic Journal.
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Zicheng Cheng, Yin Yang & Homero Gil de Zúñiga. (2023) Second screening and trust in professional and alternative media: the mediating role of media efficacy. Human Communication Research.
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Brittany I. Davidson, Darja Wischerath, Daniel Racek, Douglas A. Parry, Emily Godwin, Joanne Hinds, Dirk van der Linden, Jonathan F. Roscoe, Laura Ayravainen & Alicia G. Cork. (2023) Platform-controlled social media APIs threaten open science. Nature Human Behaviour 7:12, pages 2054-2057.
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Manea Abdullah Badheyba & Rozlina Mohamed. (2023) CHarity and Donation Tracking System Using Queue Structure. CHarity and Donation Tracking System Using Queue Structure.
Vera Katzenberger, Jonas Schützeneder, Michael Grassl & Jana Keil. (2023) Infotainers, Mediators, or Watchdogs? Mapping the Field of News Podcasters and Their Role Conceptions in Germany, Austria, and Switzerland. Journalism and Media 4:3, pages 820-834.
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