Published on in Vol 22, No 11 (2020): November

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/24361, first published .
The Hidden Pandemic of Family Violence During COVID-19: Unsupervised Learning of Tweets

The Hidden Pandemic of Family Violence During COVID-19: Unsupervised Learning of Tweets

The Hidden Pandemic of Family Violence During COVID-19: Unsupervised Learning of Tweets

Authors of this article:

Jia Xue1, 2 Author Orcid Image ;   Junxiang Chen3 Author Orcid Image ;   Chen Chen4 Author Orcid Image ;   Ran Hu1 Author Orcid Image ;   Tingshao Zhu5 Author Orcid Image

Journals

  1. Xue J, Chen J, Hu R, Chen C, Zheng C, Su Y, Zhu T. Twitter Discussions and Emotions About the COVID-19 Pandemic: Machine Learning Approach. Journal of Medical Internet Research 2020;22(11):e20550 View
  2. Tsao S, Chen H, Tisseverasinghe T, Yang Y, Li L, Butt Z. What social media told us in the time of COVID-19: a scoping review. The Lancet Digital Health 2021;3(3):e175 View
  3. Di Franco M, Martines G, Carpinteri G, Trovato G, Catalano D. Domestic violence detection amid the COVID-19 pandemic: the value of the WHO questionnaire in emergency medicine. QJM: An International Journal of Medicine 2021;114(9):637 View
  4. Krishnakumar A, Verma S. Understanding Domestic Violence in India During COVID-19: a Routine Activity Approach. Asian Journal of Criminology 2021;16(1):19 View
  5. Vonderlin R, Biermann M, Konrad M, Klett M, Kleindienst N, Bailer J, Lis S, Bohus M. Implementierung und Evaluation einer Telefonhotline zur professionellen Ersthilfe bei psychischen Belastungen durch die COVID-19-Pandemie in Baden-Württemberg. Der Nervenarzt 2022;93(1):24 View
  6. Byard R. Geographic variability in homicide rates following the COVID-19 pandemic. Forensic Science, Medicine and Pathology 2021;17(3):419 View
  7. Ignatowski G, Sułkowski Ł, Stopczyński B. Risk of Increased Acceptance for Organizational Nepotism and Cronyism during the COVID-19 Pandemic. Risks 2021;9(4):59 View
  8. AboKresha S, Abdelkreem E, Ali R. Impact of COVID-19 pandemic and related isolation measures on violence against children in Egypt. Journal of the Egyptian Public Health Association 2021;96(1) View
  9. Hunie Asratie M. Unintended Pregnancy During COVID-19 Pandemic Among Women Attending Antenatal Care in Northwest Ethiopia: Magnitude and Associated Factors. International Journal of Women's Health 2021;Volume 13:461 View
  10. Usher K, Bradbury Jones C, Bhullar N, Durkin D, Gyamfi N, Fatema S, Jackson D. COVID‐19 and family violence: Is this a perfect storm?. International Journal of Mental Health Nursing 2021;30(4):1022 View
  11. Murthy P, Narasimha V. Effects of the COVID-19 pandemic and lockdown on alcohol use disorders and complications. Current Opinion in Psychiatry 2021;34(4):376 View
  12. Letourneau N, McDonald S, MacKay L, Bell R, Hetherington E, Deane A, Dewey D, Edwards S, Field C, Giesbrecht G, Graham S, Lebel C, Leung B, Madigan S, McArthur B, McMorris C, Racine N, Ross K, Wu M, Tough S. Cross-Sectional Study Protocol for the COVID-19 Impact Survey of Mothers and Their 7–11 Year Old Children in Alberta, Canada. Frontiers in Psychiatry 2021;12 View
  13. Madden S, Guastaferro K, Skurka C, Myrick J. When Home is Not Safe: Media Coverage and Issue Salience of Child Maltreatment during the COVID-19 Pandemic. Howard Journal of Communications 2021;32(5):474 View
  14. Riswantini D, Nugraheni E, Arisal A, Khotimah P, Munandar D, Suwarningsih W. Big Data Research in Fighting COVID-19: Contributions and Techniques. Big Data and Cognitive Computing 2021;5(3):30 View
  15. Abhilash K, Paul A, Das S, Hazra D, Jain S, Dhinakar Arelly S. Changing pattern of trauma during the COVID-19 Pandemic. Medical Journal Armed Forces India 2021;77:S338 View
  16. Turner-McGrievy G, Halliday T, Moore J. COVID-19 Messed Up My Research: Insights from Physical Activity and Nutrition Translational Research. Translational Journal of the American College of Sports Medicine 2021;6(4) View
  17. Lamsal R, Harwood A, Read M. Socially Enhanced Situation Awareness from Microblogs Using Artificial Intelligence: A Survey. ACM Computing Surveys 2023;55(4):1 View
  18. TÜRK A. Yaşam Seyri Teorisi Çerçevesinde Covid-19 Pandemisinin Çocuklara ve Ergenlere Etkisi. Batı Anadolu Eğitim Bilimleri Dergisi 2022;13(Özel Sayı 1):251 View
  19. Siriwardhane P, Khan T. The Gendered Nature of the Risk Factors of the COVID-19 Pandemic and Gender Equality: A Literature Review from a Vulnerability Perspective. Sustainability 2021;13(23):13375 View
  20. Aydin R, Aktaş S, Kaloğlu Binici D. Examination of the effect of the perceived stress in the coronavirus‐19 pandemic on marital adjustment, sexual life and intimate partner violence. Journal of Advanced Nursing 2023;79(4):1513 View
  21. Hossain M, Asadullah M, Rahaman A, Miah M, Hasan M, Paul T, Hossain M. Prediction on Domestic Violence in Bangladesh during the COVID-19 Outbreak Using Machine Learning Methods. Applied System Innovation 2021;4(4):77 View
  22. Atabekova A, Lutskovskaia L, Kalashnikova E. Axiology of Covid-19 as a linguistic phenomenon. Journal of Information Science 2024;50(1):245 View
  23. Usher K, Durkin J, Martin S, Vanderslott S, Vindrola-Padros C, Usher L, Jackson D. Public Sentiment and Discourse on Domestic Violence During the COVID-19 Pandemic in Australia: Analysis of Social Media Posts. Journal of Medical Internet Research 2021;23(10):e29025 View
  24. Casquilho-Martins I, Belchior-Rocha H, Moro S. Unfolding Social Work Research to Address the COVID-19 Impact: A Text Mining literature Analysis. The British Journal of Social Work 2022;52(7):4358 View
  25. Wu Z, Zou Z, Wang F, Xiang Z, Zhu M, Long Y, Tao H, Palaniyappan L, Liu Z. Family functioning as a moderator in the relation between perceived stress and psychotic-like experiences among adolescents during COVID-19. Comprehensive Psychiatry 2021;111:152274 View
  26. Leiderman L, Klein R. An Integrative Systems-Oriented Interpersonal/Relational Group Approach to Understanding and Treating Mass Trauma, Dissociation and Enactments During the COVID-19 Pandemic. International Journal of Group Psychotherapy 2022;72(1):34 View
  27. López-Sáez M, Platero R. Spanish youth at the crossroads of gender and sexuality during the COVID-19 pandemic. European Journal of Women's Studies 2022;29(1_suppl):90S View
  28. Estlein R, Gewirtz‐Meydan A, Opuda E. Love in the time of COVID‐19: A systematic mapping review of empirical research on romantic relationships one year into the COVID‐19 pandemic. Family Process 2022;61(3):1208 View
  29. Kachaeva M, Shishkina O. Psychological and Psychiatric Problems among Women — Victims of Domestic Violence and Their Peculiarities during the COVID-19 Lockdown (Scientific Review). Psychology and Law 2021;11(3):131 View
  30. Alden S, Magesh K, Sivachandran A, Aravindhan R, Sathyakumar M, Deenadayalan P. A survey on the COVID-19 awareness and vaccination acceptance/hesitance among the transgender population in various districts of Tamilnadu. Journal of Pharmacy And Bioallied Sciences 2022;14(5):788 View
  31. Amorós-Pons A, Comesaña-Comesaña P, Alexeeva-Alexeev I. Violencia de género en período de pandemia de coronavirus en los países del G-20: Campañas publicitarias en redes sociales. Historia y Comunicación Social 2022;27(2):389 View
  32. Kanagat S, Vinodrao Boratne A, Chellamuthu L. HAS BRUTALITY GONE A STEP HIGHER IN INDIA DURING THIS COVID-19 PANDEMIC?. INDIAN JOURNAL OF APPLIED RESEARCH 2022:21 View
  33. Asadi-Pooya A, Trinka E, Hingray C, Fawaz A, Karakis I, Kishk N, Farazdaghi M, Höfler J, Tarrada A, Ashkanani A, Risman A, Rizk H. An international study of the effects of the COVID-19 pandemic on characteristics of functional seizures. Epilepsy & Behavior 2022;127:108530 View
  34. Rai A, Choi Y, Cho S, Das U, Tamayo J, Menon G. “#Domestic Violence Isn’t Stopping for Coronavirus …….”: Intimate Partner Violence Conversations on Twitter during the Early Days of the COVID-19 Pandemic. Journal of Evidence-Based Social Work 2022;19(1):108 View
  35. Goyal L, Garg P, Verma M, Kaur N, Bakshi D, Arora J. Effect of restrictions imposed due to COVID-19 pandemic on the antenatal care and pregnancy outcomes: a prospective observational study from rural North India. BMJ Open 2022;12(4):e059701 View
  36. Grzejszczak J, Gabryelska A, Gmitrowicz A, Kotlicka-Antczak M, Strzelecki D. Are Children Harmed by Being Locked up at Home? The Impact of Isolation during the COVID-19 Pandemic on the Phenomenon of Domestic Violence. International Journal of Environmental Research and Public Health 2022;19(21):13958 View
  37. Bukuluki P, Kisaakye P, Bulenzi-Gulere G, Mulindwa B, Bazira D, Letiyo E, Namirembe H, Schmidt I, Kakande P, Nissling S. Vulnerability to violence against women or girls during COVID-19 in Uganda. BMC Public Health 2023;23(1) View
  38. Ahmed A, Okoroafor N. An ML-Powered Risk Assessment System for Predicting Prospective Mass Shooting. Computers 2023;12(2):42 View
  39. Wolf J, Platt L. Religion and sexual identities. Current Opinion in Psychology 2022;48:101495 View
  40. Andraszak J, Alarcón A, Morlà Folch T. What Can We Learn from the Street-Level Bureaucracy Approach Regarding Gender-Based Violence Support Services During the COVID-19 Lockdown Crisis?. Violence and Gender 2023;10(1):1 View
  41. McNair L, Ravenscroft J, Rizzini I, Tisdall K, Biersteker L, Shabalala F, Thwala S, Dlamini C, Bush M, Gwele M, Berry L. The Impact of the Covid‐19 Global Health Pandemic in Early Childhood Education Within Four Countries. Social Inclusion 2022;10(2) View
  42. Mintz L, Gillani B, Moore S. Telehealth in Trans and Gender Diverse Communities: the Impact of COVID-19. Current Obstetrics and Gynecology Reports 2022;11(2):75 View
  43. Karakasi M, Voultsos P, Fotou E, Nikolaidis I, Kyriakou M, Markopoulou M, Douzenis A, Pavlidis P. Emerging trends in domestic homicide/femicide in Greece over the period 2010–2021. Medicine, Science and the Law 2023;63(2):120 View
  44. Morata T, López P, Palasí E, Hodges J, Calvo R. After‐school programmes response to the COVID‐19 pandemic: Lessons learned from Barcelona, Spain. Child & Family Social Work 2022;27(4):783 View
  45. OKKALI E, ATAMTÜRK H, KİLİMCİ Z. Evaluation of Society Response to Violence against Women in Turkey via Twitter using Topic Modeling. Kocaeli Journal of Science and Engineering 2021;4(2):103 View
  46. Archer-Kuhn B, Hughes J, Saini M, Still M, Beltrano N, Tam D. Who’s Going to Keep Us Safe? Surviving Domestic Violence and Shared Parenting During Covid-19. Journal of Child and Family Studies 2023;32(1):57 View
  47. Laupacis M, Acai A, MacMillan H, Vanstone M, Stewart D, Dimitropoulos G, Kimber M. A Qualitative Description of Resident Physicians’ Understanding of Child Maltreatment: Impacts, Recognition, and Response. International Journal of Environmental Research and Public Health 2022;19(6):3319 View
  48. López G, Bogen K, Meza-Lopez R, Nugent N, Orchowski L. #DomesticViolence During the COVID-19 Global Pandemic: An Analysis of Public Commentary via Twitter. DIGITAL HEALTH 2022;8:205520762211150 View
  49. Son Y, Cho M. Abuse and risk factors among community-dwelling elderly in South Korea during COVID-19. Journal of Elder Abuse & Neglect 2022;34(4):259 View
  50. Ilbeigipour S, Albadvi A, Akhondzadeh Noughabi E. Cluster-based analysis of COVID-19 cases using self-organizing map neural network and K-means methods to improve medical decision-making. Informatics in Medicine Unlocked 2022;32:101005 View
  51. Donnelly M, Grigorian A, Swentek L, Arora J, Kuza C, Inaba K, Kim D, Lekawa M, Nahmias J. Firearm violence against children in the United States: Trends in the wake of the COVID-19 pandemic. Journal of Trauma and Acute Care Surgery 2022;92(1):65 View
  52. Bhuptani P, Hunter J, Goodwin C, Millman C, Orchowski L. Characterizing Intimate Partner Violence in the United States During the COVID-19 Pandemic: A Systematic Review. Trauma, Violence, & Abuse 2023;24(5):3220 View
  53. Dutta R, Das N, Majumder M, Jana B. Aspect based sentiment analysis using multi‐criteria decision‐making and deep learning under COVID‐19 pandemic in India. CAAI Transactions on Intelligence Technology 2023;8(1):219 View
  54. Hui V, Constantino R, Lee Y. Harnessing Machine Learning in Tackling Domestic Violence—An Integrative Review. International Journal of Environmental Research and Public Health 2023;20(6):4984 View
  55. Neubauer L, Straw I, Mariconti E, Tanczer L. A Systematic Literature Review of the Use of Computational Text Analysis Methods in Intimate Partner Violence Research. Journal of Family Violence 2023;38(6):1205 View
  56. Li L, Neubauer L, Stewart R, Roberts A. Characterizing the Differences in Descriptions of Violence on Reddit During the COVID-19 Pandemic. Journal of Interpersonal Violence 2023;38(15-16):9290 View
  57. Santana G, Baptista M, Gomes de Matos G, Ogata A, Malik A, Andrade L. The Well-being of Brazilian Industry Workers on Returning to the Physical Workplace During the COVID-19 Pandemic. Journal of Occupational & Environmental Medicine 2023;65(4):e246 View
  58. Xue J, Zhang B, Zhang Q, Hu R, Jiang J, Liu N, Peng Y, Li Z, Logan J. Using Twitter-Based Data for Sexual Violence Research: Scoping Review. Journal of Medical Internet Research 2023;25:e46084 View
  59. Laureate C, Buntine W, Linger H. A systematic review of the use of topic models for short text social media analysis. Artificial Intelligence Review 2023;56(12):14223 View
  60. Kim S, Warren E, Jahangir T, Al-Garadi M, Guo Y, Yang Y, Lakamana S, Sarker A. Characteristics of Intimate Partner Violence and Survivor’s Needs During the COVID-19 Pandemic: Insights From Subreddits Related to Intimate Partner Violence. Journal of Interpersonal Violence 2023;38(17-18):9693 View
  61. González-Malabet M, Sanandres Campis E, May R, Molinares Guerrero I, Durán-Oviedo S. The hybrid political role of feminism on Twitter during COVID-19: SISMA Mujer in Colombia. Women's Studies International Forum 2023;99:102778 View
  62. Salimi H. Role of Covid-19 Stress in Shaping Unhealthy Relationship with Spouse and Child: Mediated by Religious Coping Strategies. Iranian Evolutionary and Educational Psychology 2023;5(2):79 View
  63. Goodman K, Kamke K, Mullin T. Online Help-Seeking Among Youth Victims of Sexual Violence Before and During COVID-19 (2016-2021): Analysis of Hotline Use Trends. JMIR Public Health and Surveillance 2023;9:e44760 View
  64. Zimmermann N. Beyond Crisis: Understandings of Vulnerability and Its Consequences in Relation to Intimate Partner Violence. Human Rights Review 2023;24(2):193 View
  65. Boldea G, Caragea D, Nicolcescu P, Pădureanu V, Rădulescu D, Boldea A, Georgescu I, Georgescu E. Effect of the COVID‑19 pandemic on the management and outcomes of patients with traumatic injuries (Review). Biomedical Reports 2023;19(4) View
  66. Dai X, Chu X, Qi G, Yuan P, Zhou Y, Xiang H, Shi X. Worldwide Perinatal Intimate Partner Violence Prevalence and Risk Factors for Post-traumatic Stress Disorder in Women: A Systematic Review and Meta-analysis. Trauma, Violence, & Abuse 2023 View
  67. Pinto-Muñoz C, Zuñiga-Samboni J, Ordoñez-Erazo H. Machine Learning Applied to Gender Violence: A Systematic Mapping Study. Revista Facultad de Ingeniería 2023;32(64):e15944 View
  68. Foster A, Walls T, Alade K, Brown K, Gausche‐Hill M, Lin S, Rose E, Ruttan T, Shahid S, Sorrentino A, Stoner M, Waseem M, Saidinejad M. Review of pediatric emergency care and the COVID‐19 pandemic. Journal of the American College of Emergency Physicians Open 2023;4(6) View
  69. Souza N, Hino P, Taminato M, Okuno M, Gogovor A, Fernandes H. Violência contra mulher parda e preta durante a pandemia: revisão de escopo. Acta Paulista de Enfermagem 2024;37 View
  70. Souza N, Hino P, Taminato M, Okuno M, Gogovor A, Fernandes H. Violence against brown and black women during the pandemic: a scoping review. Acta Paulista de Enfermagem 2024;37 View
  71. Xue J, Zhang Q, Zhang Y, Shi H, Zheng C, Fan J, Zhang L, Chen C, Li L, Shier M. Bridging and Bonding Social Capital by Analyzing the Demographics, User Activities, and Social Network Dynamics of Sexual Assault Centers on Twitter: Mixed Methods Study. Journal of Medical Internet Research 2024;26:e50552 View
  72. Ye B, Zhu Z, Im H, Chen X, Fan N, Yang Q, Xia F. Maintaining social trust: Family cohesion and enhancing mindset in the face of COVID‐19 stress. Personal Relationships 2024 View
  73. Yehuda L, Ein-Tal I. Femicide and Domestic Violence Against Women During the First Year of the COVID-19 Pandemic: The Israeli Case. Journal of Contemporary Criminal Justice 2024;40(2):382 View
  74. Stith S, Gholamzadeh Jofreh M, Sewini F, Mohammadi R. Iranian Women’s Experience of Intimate Partner Violence During the COVID-19 Pandemic. Partner Abuse 2024;15(2):213 View
  75. Alrawashdeh M, Alsawalqa R, Aljbour R, Alnajdawi A, AlTwahya F. Domestic violence against women during the COVID19 pandemic in Jordan: a systematic review. Humanities and Social Sciences Communications 2024;11(1) View
  76. Xue J, Shier M, Chen J, Wang Y, Zheng C, Chen C. A Typology of Social Media Use by Human Service Nonprofits: Mixed Methods Study. Journal of Medical Internet Research 2024;26:e51698 View

Books/Policy Documents

  1. Chen X, Genc Y. Artificial Intelligence in HCI. View
  2. Briggs D, Telford L, Lloyd A, Ellis A, Kotzé J. Lockdown. View
  3. Kuba R, Sharma C. Handbook on COVID-19 Pandemic and Older Persons. View
  4. Settles B. Violence in Families. View
  5. Rivera-Aragón S, García-Méndez M, Jaen-Cortés C, Méndez-Rangel F, Velasco-Matus P, Romero-Andrade E, Díaz-Loving R. Psychology and Covid-19 in the Americas. View