Evidence
![](https://psychiatryai.com/wp-content/uploads/2023/04/psychiatryai_com.webp)
Healthcare (Basel). 2024 Jun 26;12(13):1273. doi: 10.3390/healthcare12131273.
ABSTRACT
Suicide is a significant public health concern globally, with its varying rates influenced by numerous factors, including seasonal changes. Online search behaviors, particularly searches related to suicide and mental health, have been proposed as real-time indicators of suicidal ideation in populations. In this study, a cross-sectional time series analysis was conducted, utilizing data on suicide attempts from the Polish Police Headquarters and online search behavior from Google Trends over a decade. Suicide attempt data were analyzed alongside the frequency of Google searches for suicide-related keywords derived from the Polish Corpus of Suicide Notes. A total of 66 keywords were selected for analysis to identify seasonal trends and patterns in search behavior. The study employed linear regression, Seasonal Mann-Kendall tests, and TBATS models to analyze the data. Suicide rates show seasonal patterns, peaking in warmer months. However, keyword searches did not strongly correlate with peak suicide months. This study enhances our understanding of suicide-related search trends and their potential connection to suicide rates. It suggests avenues for more effective prevention efforts and the potential for future algorithms to predict suicide rates and identify at-risk groups.
PMID:38998808 | DOI:10.3390/healthcare12131273
![Google](https://www.google.com/images/branding/googlelogo/2x/googlelogo_light_color_92x30dp.png)
![Google Keep](https://www.gstatic.com/images/branding/product/1x/keep_48dp.png)
![Share on Linkedin](https://psychiatryai.com/wp-content/uploads/2023/10/linkedin-logo-png-2048-1.png)
Estimated reading time: 4 minute(s)
Latest: Psychiatryai.com #RAISR4D Evidence
![](/wp-content/uploads/2024/04/bd462cc11bcf0bd0d0d6f1d0f8b7cd04-modified-1.png)
Cool Evidence: Engaging Young People and Students in Real-World Evidence
![](/wp-content/uploads/2024/04/bd462cc11bcf0bd0d0d6f1d0f8b7cd04-modified-1.png)
Real-Time Evidence Search [Psychiatry]
![](/wp-content/uploads/2024/04/pubmed.png)
AI Research
![](/wp-content/uploads/2024/05/Il5nR_nf_400x400-modified-1.png)
Seasonal Trends in Suicide Attempts-Keywords Related Searches: A Google Trends Analysis
![](https://psychiatryai.com/wp-content/uploads/2023/04/psychiatryai_com.webp)
🌐 90 Days
AI Virtual Reality Related Evidence Matrix
Suicidal Ideation, Suicide Attempts, and Suicide Deaths in Adolescents and Young Adults With Type 1 Diabetes: A Systematic Review and Meta-analysis Predicting Suicidal Ideation, Planning, and Attempts among the Adolescent Population of the United States Trends in Suicidality and Bullying among New York City Adolescents across Race and Sexual Identity: 2009-2019 Reflections on the trends of suicide in Sri Lanka, 1997-2022: The need for continued vigilance Associations among intimate partner violence, suicidal ideation, suicide behaviors, non-suicidal self-injury, and psychological well-being in Black American emerging adults Sex-related inequalities in crude and age-standardized suicide rates: trends in Ghana from 2000 to 2019 Emerging Themes and Research Frontiers in Suicide Prediction: A Scientometric Analysis The iceberg model of suicidal ideation and behaviour in Danish adolescents: integration of national registry and self-reported data within a national birth cohort Prevalence and associated risk factors for suicidal ideation, non-suicidal self-injury and suicide attempt among male construction workers in Ireland Risk Factors Associated with Suicidal Ideation and Suicidal Behavior in Wildland Firefighters Suicide attempts of friends and family during adolescence and long-term suicidal ideation and attempts: Findings from the 25-year Add Health study Suicidal ideation, suicide plans and suicide attempts among Australian adults: Findings from the 2020-2022 National Study of Mental Health and Wellbeing National Trends in Emergency Department Visits for Suicide Attempts and Intentional Self-Harm Evaluation of Google Search Trends for Liver Diseases in Europe Risk factors for suicide reattempt: a systematic review and meta-analysis Indo-Caribbean Youth and Suicidal Behavior: A Systematic Review Examining the predictive utility of suicidal ideation characteristics in relation to real-time monitoring of suicidal ideation and suicide attempts at follow-up Suicidal Behavior of Australian Males, From an Ethnicity Perspective Investigation of the trend and related factors of suicide attempts and suicide deaths in southeast Iran during 2018-2022 Female military service members and veterans: Understanding treatment seeking behavior and previous suicide risk among suicide decedents The influence of psychotherapy on individuals who have attempted suicide: A systematic review and meta-analysis Special Report from the CDC: Suicide rates, sodium nitrite-related suicides, and online content, United States Prevalence of Mental Health and Substance Use Difficulties Among Sexual and Gender Diverse Youth During COVID-19: A Systematic Review and Meta-Analysis The Psychometric Properties of the Positive and Negative Suicidal Ideation Scale among Portuguese Young Adults Factors associated with suicide risk and attempts in healthcare students: A cross-sectional study A narrative review: suicide and suicidal behaviour in older adults Acquired Capability for Suicide: An Evolutionary Concept Analysis Why do adolescents attempt suicide? Insights from leading ideation-to-action suicide theories: a systematic review Development and external validation of a logistic and a penalized logistic model using machine-learning techniques to predict suicide attempts: A multicenter prospective cohort study in Korea Psychological Factors Influencing Attitudes towards Euthanasia, Assisted Suicide and Palliative Care among Medical Students and Doctors in Training "I Will Die by My Own Hand": Understanding the Development of Suicide Capability in the Narratives of Individuals Who Have Attempted Suicide "I Will Die by My Own Hand": Understanding the Development of Suicide Capability in the Narratives of Individuals Who Have Attempted Suicide Temporal Fluctuations of Suicide Mortality in Japan from 2009 to 2023 Using Government Databases Effects of selective serotonin reuptake inhibitors (SSRIs) on suicide: A network meta-analysis of double-blind randomized trials Suicidal ambivalence: A scoping review Emerging Trends of Self-Harm Using Sodium Nitrite in an Online Suicide Community: Observational Study Using Natural Language Processing Analysis National trends and correlates of treatment resistance in major depressive episode and associated suicidal ideation and behaviors among adults in the United States Intentions to use mental health and suicide prevention resources among individuals with symptoms of the suicide crisis syndrome and/or suicidal ideation Suicide-specific rumination as a predictor of suicide planning and intent Intentions to use mental health and suicide prevention resources among individuals with symptoms of the suicide crisis syndrome and/or suicidal ideation Visual Impairment and Suicide Risk: A Systematic Review and Meta-Analysis Risk factors of reattempt among suicide attempters in South Korea: A nationwide retrospective cohort study Commercially Sexually Exploited Adolescent Girls: The Association Between Externalizing Disorders and Parental Incarceration with Suicide Attempts Suicide prevention Commercially Sexually Exploited Adolescent Girls: The Association Between Externalizing Disorders and Parental Incarceration with Suicide Attempts Systemic White supremacy: U.S. state policy, policing, discrimination, and suicidality across race and sexual identity Characteristics of surveillance systems for suicide and self-harm: A scoping review Comparing frequencies of adolescent suicide attempters pre- and during COVID-19 pandemic school terms Road vehicle collision suicide in Australia: Trends, collision types, and individual characteristics Risk and protective factors for suicidal thoughts and behaviors among Black female and male youth with depression symptoms - United States, 2004-2019 Borderline Personality Traits Do Not Moderate the Relationship Between Depression, Beliefs, and Suicidal Thoughts and Behaviors Borderline Personality Traits Do Not Moderate the Relationship Between Depression, Beliefs, and Suicidal Thoughts and Behaviors Changes in Rates of Suicide by Mass Shooters, 1980-2019 Changes in Rates of Suicide by Mass Shooters, 1980-2019 Can sports participation be a protective factor against suicide-related outcomes in adolescents: a systematic review Their final words: An analysis of suicide notes from the United States Investigating the relationship between DNA methylation, genetic variation, and suicide attempt in bipolar disorder Anxiety in adolescents and subsequent risk of suicidal behavior: A systematic review and meta-analysis Suicidal ideation and suicide attempts among students aged 12 to 24 after the lifting of COVID-19 restrictions in China: prevalence and associated factors The Effect of the COVID-19 Pandemic on Suicide Trends in Pretoria, South Africa ADHD Patients with Suicidal Behaviour: Risk Factors, Comorbidities, and Clinical Profile: A Naturalistic Exploratory Study The relationship between a comprehensive index of prosperity and suicide rates in former Soviet countries, including a comparison with European and Asian countries: Discussion from a new perspective The Positive and Negative Suicidal Ideation Inventory among Portuguese Adolescents: Factor Structure and Gender Invariance Gender differences in risk and resilience for suicidal thoughts and behaviors: A national longitudinal survey study of United States veterans with a recent suicide attempt
Evidence Blueprint
Seasonal Trends in Suicide Attempts-Keywords Related Searches: A Google Trends Analysis
![](https://psychiatryai.com/wp-content/uploads/2023/04/psychiatryai_com.webp)
☊ AI-Driven Related Evidence Nodes
(recent articles with at least 5 words in title)
More Evidence
![](https://psychiatryai.com/wp-content/uploads/2023/04/psychiatryai_com.webp)
Seasonal Trends in Suicide Attempts-Keywords Related Searches: A Google Trends Analysis
🌐 365 Days
AI Virtual Reality Related Evidence Matrix
Changes in the suicide risk behaviors of American college students over time: An analysis of three universities Suicidal Ideation, Suicide Attempts, and Suicide Deaths in Adolescents and Young Adults With Type 1 Diabetes: A Systematic Review and Meta-analysis A national examination of suicidal ideation, planning, and attempts among United States adults: Differences by military veteran status, 2008-2019 Tracking online searches for gambling activities and operators in the United Kingdom during the COVID-19 pandemic: A Google Trends™ analysis Impact of social media "challenges" on poison center case volume for intentional ingestions among school-aged children: an observational study Predicting Suicidal Ideation, Planning, and Attempts among the Adolescent Population of the United States Insufficient Sleep is Associated With Increasing Trends in Adolescent Suicidal Behaviors Decrease in suicide rates in Brazil during the COVID-19 pandemic Factors Associated with Suicide Risk Behavior Outcomes Among Black High School Adolescents Trends in Suicidality and Bullying among New York City Adolescents across Race and Sexual Identity: 2009-2019 Reflections on the trends of suicide in Sri Lanka, 1997-2022: The need for continued vigilance Suicide attempts in the adult Mexican population: an analysis of sociodemographic characteristics and associated factors Clinical predictors of suicidal ideation, suicide attempts and suicide death in depressive disorder: a systematic review and meta-analysis Suicide death, suicidal ideation and suicide attempt in patients with diabetes: A systematic review and meta-analysis Associations among intimate partner violence, suicidal ideation, suicide behaviors, non-suicidal self-injury, and psychological well-being in Black American emerging adults The Trends of Suicidality Over the Past 10 Years (1999-2022) in the Ethiopian General Population and the Way Forward in Tackling It Exploring risk factors and their differences on suicidal ideation and suicide attempts among depressed adolescents based on decision tree model Patterns of Hospital Presenting Suicide-Related Ideation in Older Adults before and during COVID-19: Findings from a National Clinical Service in Ireland 2018-2021 Sex-related inequalities in crude and age-standardized suicide rates: trends in Ghana from 2000 to 2019 Patterns of Hospital Presenting Suicide-Related Ideation in Older Adults before and during COVID-19: Findings from a National Clinical Service in Ireland 2018-2021 Emerging Themes and Research Frontiers in Suicide Prediction: A Scientometric Analysis Changes in suicide-related tweets before and during the COVID-19 pandemic in France: The importance of social media monitoring in public health prediction Examining area- and individual-level differences in suicide ideation severity and suicide attempt among youth Attempted Suicide Is Independently Associated with Increased In-Hospital Mortality and Hospital Length of Stay among Injured Patients at Community Tertiary Hospital in Japan: A Retrospective Study with Propensity Score Matching Analysis Examining the Spread of Charcoal-Burning Suicide in Taiwan The iceberg model of suicidal ideation and behaviour in Danish adolescents: integration of national registry and self-reported data within a national birth cohort Prevalence and associated risk factors for suicidal ideation, non-suicidal self-injury and suicide attempt among male construction workers in Ireland Risk Factors Associated with Suicidal Ideation and Suicidal Behavior in Wildland Firefighters Association between unmet healthcare needs and suicidal behaviors among the Korean population Suicide attempts of friends and family during adolescence and long-term suicidal ideation and attempts: Findings from the 25-year Add Health study Suicidal ideation, suicide plans and suicide attempts among Australian adults: Findings from the 2020-2022 National Study of Mental Health and Wellbeing Prevalence of suicide attempts across the African continent: A systematic review and meta-analysis Transition to a first suicide attempt among young and middle-aged males with a history of suicidal thoughts: A two-year cohort study Evaluating Google trends as a primary care research tool Risk Factors and Trends in Adolescent's Suicide Attempt Rates Before and After the Coronavirus Disease 2019 Pandemic The patterns, trends and major risk factors of suicide among Indian adolescents - a scoping review Psychological and socio-ecological correlates of 12-month suicide behavior among junior high school students in the greater Accra region of Ghana National Trends in Emergency Department Visits for Suicide Attempts and Intentional Self-Harm Suicide rates before and during the COVID-19 pandemic: a systematic review and meta-analysis Risk Factors for Suicide Reattempt among Adolescents and Young Adults: The Role of Psychiatric Disorders Evaluation of Google Search Trends for Liver Diseases in Europe Suicide attempts and the factors that lead to suicidal ideation: A 3-year analysis Lifetime suicidal-related behaviour among patients in treatment for substance use disorder: A cross-sectional study Risk factors for suicide reattempt: a systematic review and meta-analysis Analysis of suicide statistics and trends between 2011 and 2021 among Korean women Differentiating the association between age of alcohol use initiation and conditional suicidal behaviors among adolescents Indo-Caribbean Youth and Suicidal Behavior: A Systematic Review Farmer Suicides Among States Reporting Violent Deaths, 2003 - 2017 Exploring public interest in gut microbiome dysbiosis, NAFLD, and probiotics using Google Trends Examining the predictive utility of suicidal ideation characteristics in relation to real-time monitoring of suicidal ideation and suicide attempts at follow-up The knowledge and awareness of suicide and attitudes towards its risks in university students of Asir region of Saudi Arabia Association of driving while intoxicated and suicide ideation and attempts in South Korea: a study in a nationally representative sample Suicidal Behavior of Australian Males, From an Ethnicity Perspective Investigation of the trend and related factors of suicide attempts and suicide deaths in southeast Iran during 2018-2022 Longitudinal associations of menstrual characteristics with mental health problems among Chinese girls Female military service members and veterans: Understanding treatment seeking behavior and previous suicide risk among suicide decedents Molecular Changes Associated with Suicide Analyzing Trends in Suicide Attempts Among the Pediatric Population in the United States: A Study Using CDC's Youth Risk Behavior Surveillance System (YRBSS) Database The influence of psychotherapy on individuals who have attempted suicide: A systematic review and meta-analysis Suicide Rates and Prescription of Antidepressants Gun Violence Exposure and Suicide Among Black Adults Impact of the COVID-19 pandemic on self-harm and self-harm/suicide ideation: population-wide data linkage study and time series analysis An exploration of suicidal ideation and attempts, and care use and unmet need among suicide-ideators in a Belgian population study Special Report from the CDC: Suicide rates, sodium nitrite-related suicides, and online content, United States