GPT is an effective tool for multilingual psychological text analysis
The social and behavioral sciences have been increasingly using automated text analysis to
measure psychological constructs in text. We explore whether GPT, the large-language …
measure psychological constructs in text. We explore whether GPT, the large-language …
Negativity drives online news consumption
CE Robertson, N Pröllochs, K Schwarzenegger… - Nature Human …, 2023 - nature.com
Online media is important for society in informing and shaping opinions, hence raising the
question of what drives online news consumption. Here we analyse the causal effect of …
question of what drives online news consumption. Here we analyse the causal effect of …
[HTML][HTML] Climate change in news media across the globe: An automated analysis of issue attention and themes in climate change coverage in 10 countries (2006 …
Climate change poses a challenge to countries across the world, with news media being an
important source of information on the issue. To understand how and how much news media …
important source of information on the issue. To understand how and how much news media …
Russian propaganda on social media during the 2022 invasion of Ukraine
Abstract The Russian invasion of Ukraine in February 2022 was accompanied by practices
of information warfare, yet existing evidence is largely anecdotal while large-scale empirical …
of information warfare, yet existing evidence is largely anecdotal while large-scale empirical …
The search for solid ground in text as data: A systematic review of validation practices and practical recommendations for validation
L Birkenmaier, CM Lechner… - … methods and measures, 2024 - Taylor & Francis
Communication research frequently applies computational text analysis methods (CTAM) to
detect and measure social science constructs. However, the validity of these measures can …
detect and measure social science constructs. However, the validity of these measures can …
[图书][B] Analyzing media messages: Using quantitative content analysis in research
D Riffe, S Lacy, BR Watson, J Lovejoy - 2023 - taylorfrancis.com
The fifth edition of this comprehensive and engaging text guides readers through the
essential tools and skills necessary to conduct quantitative content analysis research …
essential tools and skills necessary to conduct quantitative content analysis research …
Short video marketing: what, when and how short-branded videos facilitate consumer engagement
X Dong, H Liu, N Xi, J Liao, Z Yang - Internet Research, 2023 - emerald.com
Purpose This study explores whether and how four main factors of short-branded video
content (content matching, information relevance, storytelling and emotionality) facilitate …
content (content matching, information relevance, storytelling and emotionality) facilitate …
Tracking CSR communication research within the chinese context: A systematic literature review
Considering the globalization of corporate social responsibility (CSR), China has become
an important and distinctive market for CSR practice and research. Communication, as a fast …
an important and distinctive market for CSR practice and research. Communication, as a fast …
Challenges in the real world use of classification accuracy metrics: From recall and precision to the Matthews correlation coefficient
GM Foody - Plos one, 2023 - journals.plos.org
The accuracy of a classification is fundamental to its interpretation, use and ultimately
decision making. Unfortunately, the apparent accuracy assessed can differ greatly from the …
decision making. Unfortunately, the apparent accuracy assessed can differ greatly from the …
Capturing a news frame–comparing machine-learning approaches to frame analysis with different degrees of supervision
The empirical identification of frames drawing on automated text analysis has been
discussed intensely with regard to the validity of measurements. Adding to an evolving …
discussed intensely with regard to the validity of measurements. Adding to an evolving …