Psychological and Social Factors Affecting Internet Searches on Suicide in Korea: A Big Data Analysis of Google Search Trends

被引:39
|
作者
Song, Tae Min [1 ]
Song, Juyoung [2 ]
An, Ji-Young [3 ]
Hayman, Laura L. [4 ]
Woo, Jong-Min [5 ]
机构
[1] Korea Inst Hlth & Social Affairs, Res Ctr Psychosocial Hlth, Seoul, South Korea
[2] Korean Inst Criminol, Int Ctr Criminal Justice, Seoul, South Korea
[3] Inje Univ, Design Inst, U Healthcare Design & Healthcare Serv Design Dev, Seoul 100032, South Korea
[4] Univ Massachusetts, Coll Nursing & Hlth Sci, Boston, MA 02125 USA
[5] Inje Univ, Seoul Paik Hosp, Dept Psychiat, Seoul, South Korea
基金
新加坡国家研究基金会;
关键词
Internet; suicide; prevention and control; psychological stress; statistical models; IDEATION; STRESS; MEDIA;
D O I
10.3349/ymj.2014.55.1.254
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Purpose: The average mortality rate for death by suicide among OECD countries is 12.8 per 100000, and 33.5 for Korea. The present study analyzed big data extracted from Google to identify factors related to searches on suicide in Korea. Materials and Methods: Google search trends for the search words of suicide, stress, exercise, and drinking were obtained for 2004-2010. Analyzing data by month, the relationship between the actual number of suicides and search words per year was examined using multi-level models. Results: Both suicide rates and Google searches on suicide in Korea increased since 2007. An unconditional slope model indicated stress and suicide-related searches were positively related. A conditional model showed that factors associated with suicide by year directly affected suicide-related searches. The interaction between stress-related searches and the actual number of suicides was significant. Conclusion: A positive relationship between stress- and suicide-related searches further confirmed that stress affects suicide. Taken together and viewed in context of the big data analysis, our results point to the need for a tailored prevention program. Real-time big data can be of use in indicating increases in suicidality when search words such as stress and suicide generate greater numbers of hits on portals and social network sites.
引用
收藏
页码:254 / 263
页数:10
相关论文
共 50 条
  • [1] Seasonal trends in hair loss: A big data analysis of Google search patterns and their association with seasonal factors
    Buontempo, Michael G.
    Ingrassia, Jenne P.
    Shapiro, Jerry
    Lo Sicco, Kristen
    JOURNAL OF THE EUROPEAN ACADEMY OF DERMATOLOGY AND VENEREOLOGY, 2023, 37 (12) : E1458 - E1460
  • [2] GOOGLE INTERNET SEARCHES RELATED TO INFLAMMATORY ARTHRITIS: AN OBSERVATIONAL STUDY USING GOOGLE TRENDS DATA
    Akthar, Mumina
    Mason, Kayleigh J.
    Scott, Ian C.
    RHEUMATOLOGY, 2024, 63
  • [3] DIURNAL PATTERNS OF INSOMNIA INTERNET SEARCH QUERIES: AN ANALYSIS OF GOOGLE TRENDS DATA
    Prairie, M. L.
    Cook, J. D.
    Plante, D. T.
    SLEEP, 2017, 40 : A150 - A150
  • [4] Seasonal Trends in Suicide Attempts-Keywords Related Searches: A Google Trends Analysis
    Klimiuk, Krzysztof Bartosz
    Krefta, Dawid
    Krawczyk, Michal
    Balwicki, Lukasz
    HEALTHCARE, 2024, 12 (13)
  • [5] Google Internet Searches Related to Inflammatory Arthritis: an Observational Study Using Google Trends Data
    Akthar, Mumina
    Mason, Kayleigh J.
    Scott, Ian C.
    RHEUMATOLOGY, 2024, 63
  • [6] Google Internet searches related to inflammatory arthritis: An observational study using Google Trends data
    Akthar, Mumina
    Mason, Kayleigh J.
    Scott, Ian C.
    MUSCULOSKELETAL CARE, 2024, 22 (03)
  • [7] "Dr. Google, I am in Pain"-Global Internet Searches Associated with Pain: A Retrospective Analysis of Google Trends Data
    Kaminski, Mikolaj
    Loniewski, Igor
    Marlicz, Wojciech
    INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, 2020, 17 (03)
  • [8] The Impact of the COVID-19 Pandemic on the Interest in Antidepressants: An Analysis of Worldwide Internet Searches With Google Trends Data
    Kaya, Ayse Erdogan
    Ogur, Nur Banu
    CUREUS JOURNAL OF MEDICAL SCIENCE, 2023, 15 (09)
  • [9] Economic Recession and Obesity-Related Internet Search Behavior in Taiwan: Analysis of Google Trends Data
    Wang, Ho-Wei
    Chen, Duan-Rung
    JMIR PUBLIC HEALTH AND SURVEILLANCE, 2018, 4 (02): : 48 - 58
  • [10] 'Dr. Google, is caesarean section good for me?' - the global Internet searches associated with mode of birth methods: Retrospective analysis of Google trends data
    Kaminski, Mikolaj
    Loniewski, Igor
    Loniewska, Beata
    MIDWIFERY, 2020, 89