Validated assessment tools for screen media use: A systematic review

O Perez, T Garza, O Hindera, A Beltran, SM Musaad… - PLoS …, 2023 - journals.plos.org
Objective Accurate measurement of adult and child screen media use are needed to
robustly assess its impact on health outcomes. Our objective was to systematically review …

The kids are online: Teen social media use, civic engagement, and affective polarization

A Oden, L Porter - Social Media+ Society, 2023 - journals.sagepub.com
Teen users outpace adults in social media use across several platforms. Though much
scholarship has considered the negative effects of social media use on teen well-being, this …

Using administrative records and survey data to construct samples of tweeters and tweets

AG Hughes, SD McCabe, WR Hobbs… - Public Opinion …, 2021 - academic.oup.com
Social media data can provide new insights into political phenomena, but users do not
always represent people, posts and accounts are not typically linked to demographic …

Linking Twitter and survey data: asymmetry in quantity and its impact

T Al Baghal, A Wenz, L Sloan, C Jessop - EPJ Data Science, 2021 - epjds.epj.org
Linked social media and survey data have the potential to be a unique source of information
for social research. While the potential usefulness of this methodology is widely …

Linking survey and LinkedIn data: Understanding usage and consent patterns

T Al Baghal, A Wenz, P SerÔdio, S Liu… - Journal of Survey …, 2024 - academic.oup.com
Linking social media and survey data allows researchers to create novel metrics, track
survey respondents longitudinally, and capture real-time intricate data. LinkedIn is a social …

[PDF][PDF] Data acquisition, sampling, and data preparation considerations for quantitative social science research using social media data

Z Mneimneh, J Pasek, L Singh, R Best, L Bode… - 2021 - jonathanmladd.com
In 2019, a group of computer and social scientists began a project to converge these
disciplines, with the aim of harnessing data from social media to improve our understanding …

Who Is Curating My Political Feed? Characterizing Political Exposure of Registered US Voters on Twitter

A Shamir, J Oser, N Grinberg - The International Journal of …, 2024 - journals.sagepub.com
Social media platforms offer people a variety of options to engage with politics, from directly
following elected officials to discussing politics with social peers. Despite major advances in …

Evaluating survey consent to social media linkage in three international health surveys

ZN Mneimneh, C McClain, R Bruffaerts… - Research in Social and …, 2021 - Elsevier
Abstract Background The use of Twitter data for health-related research has been increasing
over time. While the organic nature of the data offer new opportunities, the limited …

The Problem of Data Extraction in Social Media: A Theoretical Framework

T Chani, OO Olugbara, B Mutanga - Journal of Information Systems …, 2023 - journal-isi.org
In today's rapidly evolving digital landscape, the pervasive growth of social media platforms
has resulted in an era of unprecedented data generation. These platforms are responsible …

Combining Survey and Social Media Data: Respondents' Opinions on COVID-19 Measures and Their Willingness to Provide Their Social Media Account Information

M Hadler, B Klösch, M Reiter-Haas, E Lex - Frontiers in Sociology, 2022 - frontiersin.org
Research on combining social survey responses and social media posts has shown that the
willingness to share social media accounts in surveys depends on the mode of the survey …