Trends in Language Use During the COVID-19 Pandemic and Relationship Between Language Use and Mental Health: Text Analysis Based on Free Responses From a Longitudinal Study

Trends in Language Use During the COVID-19 Pandemic and Relationship Between Language Use and Mental Health: Text Analysis Based on Free Responses From a Longitudinal Study

BackgroundThe COVID-19 pandemic and its associated restrictions have been a major stressor that has exacerbated mental health worldwide. Qualitative data play a unique role in documenting mental states through both language features and content. Text analysis methods can prov...

Full description

Bibliographic Details
Main Authors:	Rachel Weger, Juan Antonio Lossio-Ventura, Margaret Rose-McCandlish, Jacob S Shaw, Stephen Sinclair, Francisco Pereira, Joyce Y Chung, Lauren Yvette Atlas
Format:	Article
Language:	English
Published:	JMIR Publications 2023-03-01
Series:	JMIR Mental Health
Online Access:	https://mental.jmir.org/2023/1/e40899

Similar Items

A Comparison of ChatGPT and Fine-Tuned Open Pre-Trained Transformers (OPT) Against Widely Used Sentiment Analysis Tools: Sentiment Analysis of COVID-19 Survey Data
by: Juan Antonio Lossio-Ventura, et al.
Published: (2024-01-01)

A computer simulation experiment of supervisory control of remote manipulation.
by: McCandlish, Simon George
Published: (2005)

Identifying Silver Linings During the Pandemic Through Natural Language Processing
by: Juan Antonio Lossio-Ventura, et al.
Published: (2021-09-01)

Protecting yourself online : the definitive resource on safety, freedom, and privacy in cyberspace /
by: Gelman, Robert B., et al.
Published: (1988)

The mathematical modeling of hydrostatic pumps and motors /
by: McCandlish, D, et al.

The Harms of State, Free-Market Common Sense and COVID-19
by: Roy Coleman, et al.
Published: (2021-03-01)

Minimum epistasis interpolation for sequence-function relationships
by: Juannan Zhou, et al.
Published: (2020-04-01)

The Advantages of using Literary Texts in the Language Classroom
by: Mustafa Altun
Published: (2018-09-01)

The Use of Media Texts in Russian Language Teaching
Published: (2021-07-01)

Language Model Adaptation Using Machine-Translated Text for Resource-Deficient Languages
by: Jensson ArnarThor, et al.
Published: (2008-01-01)

Language Model Adaptation Using Machine-Translated Text for Resource-Deficient Languages
by: Sadaoki Furui, et al.
Published: (2009-01-01)

Naturalness in language Naturalness in language
by: John Sinclair
Published: (2008-04-01)

How to use corpora in language teaching /
by: Sinclair, John McHardy
Published: (2004)

Language teaching texts /
by: 401975 Widdowson, H. G.
Published: (1971)

Using an electronic dictionary to understand foreign language texts
by: Vilson J. Leffa
Published: (2012-07-01)

To the question of use of reception of language game in media texts
by: M A Kirilenko
Published: (2012-06-01)

Modular Berry Connection for Entangled Subregions in AdS/CFT
by: Czech, Bartłomiej, et al.
Published: (2018)

Abstractive text summarization using Pre-Trained Language Model "Text-to-Text Transfer Transformer (T5)"
by: Qurrota A’yuna Itsnaini, et al.
Published: (2023-04-01)

The Use of Contracted Forms of Albanian Language in Electronic Media Texts
by: Flamur SHALA, et al.
Published: (2020-12-01)

Gesture-to-Text Translation Using SURF for Indian Sign Language
by: Kaustubh Mani Tripathi, et al.
Published: (2023-03-01)

The use of language in the construal/ reflection of gender roles in media texts
by: Sandra DEGTIAR, et al.
Published: (2023-07-01)

Logical analysis of the text (USE on the Russian language for the task C)
Published: (2008-08-01)

TYPES AND STYLE OF MILITARY TEXTS USED IN FOREIGN LANGUAGE TEACHING
by: Nasibova Lutviya AKIF
Published: (2023-04-01)

Text-to-speech for Malay language /
by: 403467 Yeoh, Phaik Yong
Published: (2002)

Text in the Foreign Language Teaching
by: N. N. Klementsova
Published: (2012-10-01)

The language of Akha ritual texts
by: Hansson, Inga-Lill
Published: (2024)

Use of Albanian and Georgian Writing to Record Texts in the Languages of Dagestan in Middle Ages (by Example of the Avar Language)
by: D. M. Malamagomedov
Published: (2019-07-01)

Language, context and text : aspects of language in an social-semiotic perspective /
by: 347620 Halliday, M. A. K. (Michael Alexander Kirkwood), 1925-, et al.
Published: (1989)

Linking hyper text markup language (HTML) to language learning /
by: Hanita Hassan, et al.
Published: (2000)

Learning to Write in a Second Language: The Role of Guided Interaction in Promoting Children’s Noticing from Model Texts
by: Yvette Coyle, et al.
Published: (2019-02-01)

Cause and Effect in the Legal Text: An Approach in the Languages of Text
by: Dr. Murtadha J. Kadhum, et al.
Published: (2018-03-01)

Novice teachers’ perspectives on the use of languages in French as a second language classes that include English language learners: A longitudinal view
by: Callie Mady
Published: (2019-06-01)

Text data augmentation and pre-trained Language Model for enhancing text classification of low-resource languages
by: Atabay Ziyaden, et al.
Published: (2024-03-01)

Autocomplete recommendation plugin and Summarizing Text using Natural Language Processing
by: Aryaan Shaikh, et al.
Published: (2023-12-01)

A Natural Language Steganography Technique for Text Hiding Using LSB's
by: Hanaa M. Salman
Published: (2008-03-01)

Emoji, Text, and Sentiment Polarity Detection Using Natural Language Processing
by: Shelley Gupta, et al.
Published: (2023-04-01)

Developing communicative competence in a foreign language using creolized texts
by: L. V. Abdrakhmanova, et al.
Published: (2022-10-01)

The Use of the Method of Conceptual Analysis of the Text in Preparation for the Exam in Russian Language
Published: (2015-03-01)

Texts used in the English language arts classroom of an American Islamic school
by: Firman Parlindungan, et al.
Published: (2022-09-01)

Text Processing Education Using a Block-Based Programming Language
by: Youngki Park, et al.
Published: (2022-01-01)