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Validated assessment tools for screen media use: A systematic review
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 …
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
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 …
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
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 …
always represent people, posts and accounts are not typically linked to demographic …
Linking Twitter and survey data: asymmetry in quantity and its impact
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 …
for social research. While the potential usefulness of this methodology is widely …
Linking survey and LinkedIn data: Understanding usage and consent patterns
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 …
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
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 …
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
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 …
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
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 …
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
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 …
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
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 …
willingness to share social media accounts in surveys depends on the mode of the survey …