Automated text analysis for consumer research

A Humphreys, RJH Wang - Journal of Consumer Research, 2018 - academic.oup.com
The amount of digital text available for analysis by consumer researchers has risen
dramatically. Consumer discussions on the internet, product reviews, and digital archives of …

Engagement Detection and Its Applications in Learning: A Tutorial and Selective Review

BM Booth, N Bosch, SK D'Mello - Proceedings of the IEEE, 2023 - ieeexplore.ieee.org
Engagement is critical to satisfaction and performance in a number of domains but is
challenging to measure and sustain. Thus, there is considerable interest in develo** …

Social media conversations reveal large psychological shifts caused by COVID-19's onset across US cities

A Ashokkumar, JW Pennebaker - Science advances, 2021 - science.org
The current research chronicles the unfolding of the early psychological impacts of
coronavirus disease 2019 (COVID-19) by analyzing Reddit language from 18 US cities …

[BOOK][B] Using think-aloud interviews and cognitive labs in educational research

JP Leighton - 2017 - books.google.com
The field of education is rife with calls to action and for research to improve higher-level
thinking and learning outcomes in primary, secondary, and tertiary education. With the No …

(Don't) mind the gap? Information gaps compound curiosity yet also feed frustration at work

VM Schweitzer, FH Gerpott, W Rivkin… - … Behavior and Human …, 2023 - Elsevier
Although information gaps frequently occur in the workplace, surprisingly little organizational
research considered their psychological consequences for employees. We refine the …

Investigating factors that influence conventional distraction and tech-related distraction in math homework

J Xu - Computers & Education, 2015 - Elsevier
This study examined high school students' distractions in math homework. A confirmatory
factor analysis was conducted on the scores of six items regarding conventional and tech …

Gender and ethnicity bias in medicine: A text analysis of 1.8 million critical care records

DM Markowitz - PNAS nexus, 2022 - academic.oup.com
Gender and ethnicity biases are pervasive across many societal domains including politics,
employment, and medicine. Such biases will facilitate inequalities until they are revealed …

[PDF][PDF] Tracking group identity through natural language within groups

A Ashokkumar, JW Pennebaker - PNAS nexus, 2022 - academic.oup.com
To what degree can we determine people's connections with groups through the language
they use? In recent years, large archives of behavioral data from social media communities …

To the Extreme: Exploring the Rise of a Deviant Culture in a Misogynist Digital Community

Y Shi, K Kiley, SM DiPietro - Socius, 2024 - journals.sagepub.com
Recent instances of lethal mass violence have been linked to digital communities dedicated
to misogynist and sexist ideologies. These forums often begin with discussions of more …

Response processes and validity evidence: Controlling for emotions in think aloud interviews

JP Leighton, W Tang, Q Guo - Understanding and investigating response …, 2017 - Springer
The objective of the chapter is to highlight the potentially problematic effects that emotional
variables and, in particular, evaluative anxiety may have on response processing data …