Last data update: Dec 09, 2024. (Total: 48320 publications since 2009)
Records 1-9 (of 9 Records) |
Query Trace: Kaczkowski W[original query] |
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Vital signs: Suicide rates and selected county-level factors - United States, 2022
Cammack AL , Stevens MR , Naumann RB , Wang J , Kaczkowski W , Valderrama J , Stone DM , Lee R . MMWR Morb Mortal Wkly Rep 2024 73 (37) 810-818 INTRODUCTION: Approximately 49,000 persons died by suicide in the United States in 2022, and provisional data indicate that a similar number died by suicide in 2023. A comprehensive approach that addresses upstream community risk and protective factors is an important component of suicide prevention. A better understanding of the role of these factors is needed, particularly among disproportionately affected populations. METHODS: Suicide deaths were identified in the 2022 National Vital Statistics System. County-level factors, identified from federal data sources, included health insurance coverage, household broadband Internet access, and household income. Rates and levels of factors categorized by tertiles were calculated and presented by race and ethnicity, sex, age, and urbanicity. RESULTS: In 2022, the overall suicide rate was 14.2 per 100,000 population; rates were highest among non-Hispanic American Indian or Alaska Native (AI/AN) persons (27.1), males (23.0), and rural residents (20.0). On average, suicide rates were lowest in counties in the top one third of percentage of persons or households with health insurance coverage (13.0), access to broadband Internet (13.3), and income >100% of the federal poverty level (13.5). These factors were more strongly associated with lower suicide rates in some disproportionately affected populations; among AI/AN persons, suicide rates in counties in the highest tertile of these factors were approximately one half the rates of counties in the lowest tertile. CONCLUSIONS AND IMPLICATIONS FOR PUBLIC HEALTH PRACTICE: Higher levels of health insurance coverage, household broadband Internet access, and household income in communities might play a role in reducing suicide rates. Upstream programs, practices, and policies detailed in CDC's Suicide Prevention Resource for Action can be implemented by decision-makers, government agencies, and communities as they work together to address community-specific needs and save lives. |
Emerging trends of self-harm using sodium nitrite in an online suicide community: Observational study using natural language processing analysis
Das S , Walker D , Rajwal S , Lakamana S , Sumner SA , Mack KA , Kaczkowski W , Sarker A . JMIR Ment Health 2024 11 e53730 BACKGROUND: There is growing concern around the use of sodium nitrite (SN) as an emerging means of suicide, particularly among younger people. Given the limited information on the topic from traditional public health surveillance sources, we studied posts made to an online suicide discussion forum, "Sanctioned Suicide," which is a primary source of information on the use and procurement of SN. OBJECTIVE: This study aims to determine the trends in SN purchase and use, as obtained via data mining from subscriber posts on the forum. We also aim to determine the substances and topics commonly co-occurring with SN, as well as the geographical distribution of users and sources of SN. METHODS: We collected all publicly available from the site's inception in March 2018 to October 2022. Using data-driven methods, including natural language processing and machine learning, we analyzed the trends in SN mentions over time, including the locations of SN consumers and the sources from which SN is procured. We developed a transformer-based source and location classifier to determine the geographical distribution of the sources of SN. RESULTS: Posts pertaining to SN show a rise in popularity, and there were statistically significant correlations between real-life use of SN and suicidal intent when compared to data from the Centers for Disease Control and Prevention (CDC) Wide-Ranging Online Data for Epidemiologic Research (⍴=0.727; P<.001) and the National Poison Data System (⍴=0.866; P=.001). We observed frequent co-mentions of antiemetics, benzodiazepines, and acid regulators with SN. Our proposed machine learning-based source and location classifier can detect potential sources of SN with an accuracy of 72.92% and showed consumption in the United States and elsewhere. CONCLUSIONS: Vital information about SN and other emerging mechanisms of suicide can be obtained from online forums. |
Special Report from the CDC: Suicide rates, sodium nitrite-related suicides, and online content, United States
Mack KA , Kaczkowski W , Sumner S , Law R , Wolkin A . J Saf Res 2024 Background: In 2022, suicide ranked as the 11th leading cause of death in the United States with 49,513 deaths. Provisional mortality data from 2022 indicate a 2.8% increase in the number of suicides compared to 2021. This paper examines overall suicide trends, sodium nitrite ingestion as an emerging suicide method, and the role that online forums play in sharing information about suicide methods (including sodium nitrite ingestion). Methods: Suicides were identified from CDC's National Vital Statistics System (2018-July 2023 provisional) multiple cause-of-death mortality files using International Classification of Diseases (ICD), Tenth Revision underlying cause-of-death codes U03, X60–X84, and Y87.0 and T code T50.6 (antidotes and chelating agents). Google search popularity metrics were captured from January 2019 to January 2023. Case reports of sodium nitrite related suicide and suicide attempts (through February 2024) were identified in the medical and forensic literature. Results: At least 768 suicides involving antidotes and chelating agents (including sodium nitrite) occurred between 2018 and July 2023, set in the context of 268,972 total suicides during that period. Overall, suicides involving antidotes and chelating agents (including sodium nitrite) represent <1% of all suicides, however, numbers are rising. Conclusions: Suicide methods are known to change over time. These changes can be influenced by, among other factors, online forums and means accessibility, such as internet purchase availability. CDC remains committed to prevention through comprehensive public health strategies that protect individuals, families, and communities. Practical Applications: States and community partners might consider leveraging physicians, emergency responders, and other appropriate crisis response groups to disseminate information on sodium nitrite self-poisoning and its antidote, methylene blue. Efforts should be part of a comprehensive public health approach to suicide prevention. © 2024 |
Notes from the field: Firearm suicide rates, by race and ethnicity - United States, 2019-2022
Kaczkowski W , Kegler SR , Chen MS , Zwald ML , Stone DM , Sumner SA . MMWR Morb Mortal Wkly Rep 2023 72 (48) 1307-1308 Suicide, including firearm suicide, remains a substantial public health concern in the United States. During the previous 2 decades, overall suicide rates and firearm suicide rates have risen by approximately one third, approaching 50,000 overall suicides during 2022, including approximately 27,000 firearm suicides (1). Firearm suicides account for approximately one half of all suicides, and this proportion has been increasing (2,3). This analysis includes national firearm suicide data from 2019 through the end of 2022, categorized by race and ethnicity, presented both annually and by month (or quarterly) to track subannual changes. |
Associations between Adverse Childhood Experiences and Pandemic-Related Stress and the Impact on Adolescent Mental Health during the COVID-19 Pandemic.
Verlenden J , Kaczkowski W , Li J , Hertz M , Anderson KN , Bacon S , Dittus P . J Child Adolesc Trauma 2022 1-15 Vulnerabilities of adolescents during times of crisis have been previously identified, but little research has investigated the compounding effects of lifetime adversities and pandemic-related stress on adolescent mental health. This study uses adolescent self-report data to model relationships between stress exposures and indicators of poor mental health from the longitudinal COVID Experiences (CovEx) Surveys. These surveys were administered online in English to U.S. adolescents ages 13-19 using the NORC AmeriSpeak panel, a probability-based panel designed to be representative of the U.S. household population. Two waves of data were collected (Wave 1: October-November 2020, n=727; Wave 2: March-May 2021, n=569). Measures included demographics, adverse childhood experiences (ACEs, 8 items), pandemic-related stress (Pandemic-Related Stress Index [PRSI], 7 items), and depression symptoms (Patient Health Questionnaire for Adolescents [PHQ-A], 9 items). Path analyses were conducted to examine pathways between Wave 1 ACEs, Wave 1 PRSI, and Wave 2 PHQ with covariates of sex and race/ethnicity. Females had higher ACEs, PRSI, and PHQ scores than males. The PRSI score at Wave 1 was positively associated with the PHQ at Wave 2 (b=0.29, SE=0.14, p<0.001). ACEs at Wave 1 were positively associated with PRSI at Wave 1 (b= 0.31, SE= 0.03, p< 0.001) andwith PHQ at Wave 2 (b=0.32, SE=0.12, p<0.001). The direct effect of ACEs on PHQ (b=0.23, SE=0.12, p<0.001) remained significant even after accounting for the indirect effect of pandemic-related stress (b=0.09, SE=0.05, p<0.001). Pandemic-related stress had a direct, adverse impact on adolescent depressive symptoms and demonstrates a compounding effect of childhood adversity and pandemic-related stress on depression. Findings can aid the design of interventions that promote mental health and support adolescent coping and recovery. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s40653-022-00502-0. |
Associations of a multilevel school health program and health outcomes among lesbian, gay, and bisexual youth
Suarez NA , Cooper AC , Kaczkowski W , Li J , Robin L , Sims VM . AIDS Educ Prev 2022 34 (5) 395-412 Lesbian, gay, and bisexual (LGB) adolescents are often at higher risk than their heterosexual peers for adverse sexual health, violence, mental health, and substance use outcomes. Schools are a vital resource for enhancing protective behaviors and reducing risk behaviors. Sixteen school districts selected schools to implement a sexual health program (exposed) or usual programming (unexposed). We analyzed LGB student health outcomes using 2015 and 2017 Youth Risk Behavior Surveys. Analyses compared LGB student health outcomes by exposure status across time points using a multilevel approach. Program exposure was associated with decreased odds of ever having sex, ever testing for HIV, and using effective hormonal birth control, and an increased odds of condom use. There were no significant findings among secondary violence, mental health, and substance use outcomes. This evaluation highlights the potential for schools to reduce sexual risk behaviors among LGB youth, and opportunities to improve access to health services. |
The association of LGBTQ-supportive school health policies and practices with sexual health outcomes
Kaczkowski W , Cooper AC , Li J , Robin L . LGBT Health 2022 9 (6) 384-392 Purpose: We examined the association of lesbian, gay, bisexual, transgender, and questioning (LGBTQ)-supportive school policies and practices with sexual health outcomes among LGB and heterosexual students. Methods: The 2014 and 2016 School Health Profiles data from principals and lead health educators from 117 high schools in 16 local education agencies across the United States assessed LGBTQ-supportive school policies and practices (e.g., having a gay/straight alliance or similar club). The 2015 and 2017 Youth Risk Behavior Survey data from 75,638 students from the same schools assessed sexual health outcomes (e.g., being currently sexually active). We conducted multilevel cross-sectional logistic regression analyses to examine the associations between school-level LGBTQ-supportive policies and practices with student-level sexual health outcomes, while controlling for sex, grade, race/ethnicity, and school priority status. Results: Several LGBTQ-supportive school policies and practices were significantly associated with lower odds of sexual risk behaviors (e.g., having four or more lifetime sexual partners) and ever being tested for human immunodeficiency virus (HIV) among both LGB and heterosexual students but not with using a condom during last sexual intercourse among sexually active gay, bisexual, or heterosexual male students. Having a greater number of LGBTQ-supportive school policies and practices was significantly associated with lower odds of ever having sex for LGB students and with sexual risk behaviors and ever being tested for HIV for heterosexual students. Conclusion: The study highlights the relationship between multifaceted LGBTQ-supportive school policies and practices and improving sexual health outcomes among both LGB and heterosexual students. |
Dosage in implementation of an effective school-based health program impacts youth health risk behaviors and experiences
Li J , Timpe Z , Suarez NA , Phillips E , Kaczkowski W , Cooper AC , Dittus PJ , Robin L , Barrios LC , Ethier KA . J Adolesc Health 2022 71 (3) 334-343 PURPOSE: This study is part of a larger evaluation of a multilevel, multistrategy federal program to reduce high school students' risk for HIV/sexually transmitted infection and unintended pregnancy. Local education agencies supported schools in implementing three strategies: delivering exemplary sexual health education, increasing student access to quality sexual health services, and enhancing safe and supportive school environments (SSE). We examined how levels of school implementation of these strategies moderated program effects on targeted student outcomes. METHODS: The Youth Risk Behavior Survey was implemented in participating local education agencies in 2015 and 2017 to assess student behaviors and experiences, whereas the School Health Profiles surveys assessed school policies and practices in 2014 and 2016. We used these surveys to measure student-level outcomes and school-level program delivery, respectively, which were analyzed using multilevel modeling in a difference-in-differences framework. RESULTS: Levels of SSE implementation significantly moderated program effects on multiple student outcomes, including ever having sex, having four or more lifetime sexual partners, being sexually active, using hormonal birth control, dual use of a condom and hormonal birth control, ever being forced to have sex, missing school because of safety concerns, and lifetime and current marijuana use. However, we found few moderating effects of exemplary sexual health education and sexual health services dosage. DISCUSSION: We found a significant relationship between incremental increases in implementation of activities to increase the safety and supportiveness of school environments and enhanced program effects in improving multiple student health outcomes. These findings suggest that school implementation of SSE activities contributed to intended program effects. |
Examining the relationship between LGBTQ-supportive school health policies and practices and psychosocial health outcomes of lesbian, gay, bisexual, and heterosexual students
Kaczkowski W , Li J , Cooper AC , Robin L . LGBT Health 2021 9 (1) 43-53 Purpose: We examined the association of lesbian, gay, bisexual, transgender, and questioning (LGBTQ)-supportive school policies and practices with psychosocial health outcomes among lesbian, gay, bisexual (LGB), and heterosexual students. Methods: The 2014 and 2016 School Health Profiles data from principals and health educators from 117 schools assessed LGBTQ-supportive school policies and practices. We computed the sum of school policies and practices, indicating the number available for each student. The 2015 and 2017 Youth Risk Behavior Survey data from 75,638 students from the same schools measured psychosocial health outcomes. We conducted multilevel cross-sectional logistic regressions of the associations of school-level policies and practices with student-level health outcomes by sexual identity while controlling for sex, grade, race/ethnicity, and school priority. Results: Several LGBTQ-supportive school policies and practices were significantly associated with lower odds of feeling threatened at school, suicide-related behaviors, and illicit drug use among LGB students. For heterosexual students, having a gay-straight alliance or similar club was linked to multiple health outcomes, whereas other policies and practices were significantly associated with lower odds of safety concerns at school, forced sexual intercourse, feeling sad or hopeless, and illicit drug use. Increasing the sum of policies and practices was linked to lower odds of suicide-related behaviors among LGB students and safety concerns and illicit drug use among heterosexual students. Conclusion: These findings suggest that LGBTQ-supportive school policies and practices are significantly associated with improved psychosocial health outcomes among both LGB and heterosexual students, although more research is needed to better understand these relationships. |
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