This paper is in the following e-collection/theme issue:

Social Media for Parenting (41) Machine Learning (1501)

Published on in Vol 1, No 2 (2018): Jul-Dec

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/12371, first published .
Exploring the Transition to Fatherhood: Feasibility Study Using Social Media and Machine Learning

Exploring the Transition to Fatherhood: Feasibility Study Using Social Media and Machine Learning

Exploring the Transition to Fatherhood: Feasibility Study Using Social Media and Machine Learning

Authors of this article:

Samantha J Teague1 Author Orcid Image ;   Adrian BR Shatte1, 2 Author Orcid Image
Article Authors Cited by (13) Tweetations (15) Metrics

Journals

  1. Shatte A, Hutchinson D, Fuller-Tyszkiewicz M, Teague S. Social Media Markers to Identify Fathers at Risk of Postpartum Depression: A Machine Learning Approach. Cyberpsychology, Behavior, and Social Networking 2020;23(9):611 View
  2. Robila M, Robila S. Applications of Artificial Intelligence Methodologies to Behavioral and Social Sciences. Journal of Child and Family Studies 2020;29(10):2954 View
  3. Shatte A, Hutchinson D, Teague S. Machine learning in mental health: a scoping review of methods and applications. Psychological Medicine 2019;49(09):1426 View
  4. Sutter C, Pham G, Yun J, Narang K, Sundaram H, Fiese B. Food parenting topics in social media posts: Development of a coding system, examination of frequency of food parenting concepts, and comparison across Reddit and Facebook. Appetite 2021;161:105137 View
  5. Livingston J, Youssef G, Francis L, Greenwood C, Olsson C, Macdonald J. Hidden in Plain Sight? Men's Coping Patterns and Psychological Distress Before and During the COVID-19 Pandemic. Frontiers in Psychiatry 2022;12 View
  6. Westrupp E, Greenwood C, Fuller-Tyszkiewicz M, Berkowitz T, Hagg L, Youssef G, Mahmoud A. Text mining of Reddit posts: Using latent Dirichlet allocation to identify common parenting issues. PLOS ONE 2022;17(2):e0262529 View
  7. Smith I, Youssef G, Shatte A, Teague S, Knight T, Macdonald J. “You are not alone”: A big data and qualitative analysis of men's unintended fatherhood. SSM - Qualitative Research in Health 2022;2:100085 View
  8. Yilmaz M, Korukcu O, Kabukcuoglu K. The Effect of Skin-to-Skin Contact Between Father and Baby on Paternal Attachment. Current Psychiatry Research and Reviews 2022;18(3):248 View
  9. Cameron E, Simpson K, Pierce S, Penner K, Beyak A, Gomez I, Bowes J, Reynolds K, Tomfohr-Madsen L, Roos L. Paternal Perinatal Experiences during the COVID-19 Pandemic: A Framework Analysis of the Reddit Forum Predaddit. International Journal of Environmental Research and Public Health 2023;20(5):4408 View
  10. Thornton C, Lanyi K, Wilkins G, Potter R, Hunter E, Kolehmainen N, Pearson F. Scoping the Priorities and Concerns of Parents: Infodemiology Study of Posts on Mumsnet and Reddit. Journal of Medical Internet Research 2023;25:e47849 View
  11. ÇİTİL AKYOL C, SUMBAS E. Sosyal Medyada Ebeveyn Olmak: Babalar Nerede?. Abant Sosyal Bilimler Dergisi 2023;23(3):1282 View
  12. ŞEKER S, ÇİTİL CANBAY F. Identifying Web-Based Training and Pregnancy School Experiences of Father Candidates: A Phenomenological Study. Fenerbahçe Üniversitesi Sağlık Bilimleri Dergisi 2023;3(3):435 View
  13. Cameron E, Simpson K, Bowes J, Pierce S, Penner K, Beyak A, Gomez I, Reynolds K, Roos L. A Qualitative Forum Analysis of Fathers’ Stressors and Support Seeking Behaviour During the COVID-19 Pandemic. Journal of Family Issues 2024 View