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How Do Mothers and Fathers Talk About Parenting to Different Audiences?: Stereotypes and Audience Effects: An Analysis of r/Daddit, r/Mommit, and r/Parenting Using Topic Modelling

Published: 25 April 2022 Publication History
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  • Abstract

    While major strides have been made towards gender equality in public life, serious inequality remains in the domestic sphere, especially around parenting. The present study analyses discussions about parenting on Reddit (i.e., a content aggregation website) to explore audience effects and gender stereotypes. It suggests a novel method to study topical variation in individuals’ language when interacting with different audiences. Comments posted in 2020 were collected from three parenting subreddits (i.e., topical communities), described as being for fathers (r/Daddit), mothers (r/Mommit), and all parents (r/Parenting). Users posting on r/Parenting and r/Daddit or on r/Parenting and r/Mommit were assumed to identify as fathers or mothers, respectively, allowing gender comparison. Users’ comments on r/Parenting (to a mixed-gender audience) were compared with their comments to single-gender audiences on r/Daddit or r/Mommit using Latent Dirichlet Allocation (LDA) topic modelling.
    Results show that the most discussed topic among parents is about education and family advice, a topic mainly discussed in the mixed-gender subreddit and more by fathers than mothers. The topic model also indicates that, when it comes to the basic needs of children (sleep, food, and medical care), mothers seem to be more concerned regardless of the audience. In contrast, topics such as birth and pregnancy announcements and physical appearance are more discussed by fathers in the father-centric subreddit. Overall, findings seem to show that mothers are generally more concerned about the practical sides of parenting while fathers’ expressed concerns are more contextual: with other fathers, there seems to be a desire to show their fatherhood and be recognized for it while they discuss education with mothers. These results demonstrate that concerns expressed by parents on Reddit are context-sensitive but also consistent with gender stereotypes, potentially reflecting a persistent gendered and unequal division of labour in parenting.

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    • (2024)WallStreetBets: Assessing the Collective Intelligence of Reddit for Investment AdviceACM Transactions on Social Computing10.1145/3660760Online publication date: 2-Jul-2024
    • (2024)Understanding Online Parental Help-Seeking and Help-Giving in Early Childhood: The Design Challenges of Supporting Complex Parenting QuestionsProceedings of the ACM on Human-Computer Interaction10.1145/36536908:CSCW1(1-36)Online publication date: 26-Apr-2024
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    1. How Do Mothers and Fathers Talk About Parenting to Different Audiences?: Stereotypes and Audience Effects: An Analysis of r/Daddit, r/Mommit, and r/Parenting Using Topic Modelling
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            cover image ACM Conferences
            WWW '22: Proceedings of the ACM Web Conference 2022
            April 2022
            3764 pages
            ISBN:9781450390965
            DOI:10.1145/3485447
            This work is licensed under a Creative Commons Attribution International 4.0 License.

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            Publication History

            Published: 25 April 2022

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            Author Tags

            1. LDA topic modelling
            2. Reddit
            3. audience
            4. computational social science
            5. gender stereotypes
            6. natural language processing
            7. parenting
            8. social identity performance
            9. social psychology

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            WWW '22
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            WWW '22: The ACM Web Conference 2022
            April 25 - 29, 2022
            Virtual Event, Lyon, France

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            Overall Acceptance Rate 1,899 of 8,196 submissions, 23%

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            Cited By

            View all
            • (2024)WallStreetBets: Assessing the Collective Intelligence of Reddit for Investment AdviceACM Transactions on Social Computing10.1145/3660760Online publication date: 2-Jul-2024
            • (2024)Understanding Online Parental Help-Seeking and Help-Giving in Early Childhood: The Design Challenges of Supporting Complex Parenting QuestionsProceedings of the ACM on Human-Computer Interaction10.1145/36536908:CSCW1(1-36)Online publication date: 26-Apr-2024
            • (2024)Democratisation of retail trading: a data-driven comparison of Reddit’s WallStreetBets to investment bank analystsJournal of Business Analytics10.1080/2573234X.2024.2354191(1-17)Online publication date: 27-May-2024
            • (2023)Reddit CrosspostNet—Studying Reddit Communities with Large-Scale Crosspost Graph NetworksAlgorithms10.3390/a1609042416:9(424)Online publication date: 4-Sep-2023
            • (2023)Web-Based Conversations Regarding Fathers Before and During the COVID-19 Pandemic: Qualitative Content AnalysisJMIR Pediatrics and Parenting10.2196/403716(e40371)Online publication date: 15-Feb-2023
            • (2023)Mental health concerns precede quits: shifts in the work discourse during the Covid-19 pandemic and great resignationEPJ Data Science10.1140/epjds/s13688-023-00417-212:1Online publication date: 12-Oct-2023
            • (2023)Using word embeddings to analyse audience effects and individual differences in parenting SubredditsEPJ Data Science10.1140/epjds/s13688-023-00412-712:1Online publication date: 20-Sep-2023

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