The validity of sentiment analysis: Comparing manual annotation, crowd-coding, dictionary approaches, and machine learning algorithms

W Van Atteveldt, MACG Van der Velden… - Communication …, 2021 - Taylor & Francis
Sentiment is central to many studies of communication science, from negativity and
polarization in political communication to analyzing product reviews and social media …

[BOOK][B] Mediating the message in the 21st century: A media sociology perspective

PJ Shoemaker, SD Reese - 2013 - taylorfrancis.com
Hailed as one of the" most significant books of the twentieth century" by Journalism and
Mass Communication Quarterly, Mediating the Message has long been an essential text for …

Failed theories: Explaining gender difference in journalism

L Steiner - Review of Communication, 2012 - Taylor & Francis
This essay reviews major theories, concepts, and perspectives that have been used to
ground and defend arguments about the difference that gender makes in media professions …

Women and news: A long and winding road

K Ross, C Carter - Media, Culture & Society, 2011 - journals.sagepub.com
Feminist news researchers have long argued that in the macho culture of most newsrooms,
journalists' daily decisions about what is newsworthy remain firmly based on masculine …

Socialization in organizational contexts

BE Ashforth, DM Sluss… - International review of …, 2007 - Wiley Online Library
The survival of an organization depends partly on its ongoing ability to integrate new
members into the fold while simultaneously allowing if not encouraging organizational …

Reporters and their sources

D Berkowitz - The handbook of journalism studies, 2019 - taylorfrancis.com
This chapter argues that more is at stake between journalists and their sources than the
short-term power to sway public opinion. The study of reporters and their news sources …

Are there cracks in our foundation? An integrative review of diversity issues in job analysis.

N Strah, DE Rupp - Journal of Applied Psychology, 2022 - psycnet.apa.org
Job analysis forms the foundation for accurate, fair, and legally appropriate human resource
systems. However, the notion that personnel practices provide fair opportunities, if they are …

A paper ceiling: Explaining the persistent underrepresentation of women in printed news

E Shor, A Van De Rijt, A Miltsov… - American …, 2015 - journals.sagepub.com
In the early twenty-first century, women continue to receive substantially less media
coverage than men, despite women's much increased participation in public life. Media …

The gender gap tracker: Using natural language processing to measure gender bias in media

FT Asr, M Mazraeh, A Lopes, V Gautam, J Gonzales… - PloS one, 2021 - journals.plos.org
We examine gender bias in media by tallying the number of men and women quoted in
news text, using the Gender Gap Tracker, a software system we developed specifically for …

Transparency and other journalistic norms on Twitter: The role of gender

D Lasorsa - Journalism Studies, 2012 - Taylor & Francis
A growing argument in communication scholarship is that quality journalism online can
distinguish itself from rumor and unchecked information by being transparent, by revealing …