Age Bias, Missing Data, and Declining Response Rates in the National Youth Risk Behavior Survey and Their Influence on Estimates of Trends in Adolescent Sexual Experience, 2011-2023
Santelli, J. J.; Malden, D. E.; Moss, R. A.; Finkelstein, M.; Lindberg, L. D.
Show abstract
IntroductionThe national Youth Risk Behavior Survey (YRBS) has experienced considerable declines in response rates, increases in missing data on sexual experience, and shifts in data collection - all of which raise questions about bias in estimates for sexual experience among US high school students. MethodsWe used weighted data from the YRBS for 2011-2023 (n=110,409). We explored the impact of declining school and student response rates, missing data, and shifts in age distribution in 2021 on reported sexual intercourse. Using statistical decomposition, we estimated the percentage change in this outcome between 2019 and 2021 due to change in the age structure versus changes in reported behavior. ResultsFrom 2011 and 2023, school and student survey response rates declined (school 81% to 40%, student 87% to 71%, and overall, 71% to 35%). Missing data on ever had sex increased over time from 7.0% in 2011 to 29.5% in 2019 and 19.8% in 2023. The age structure in the YRBS national sample was similar from 2011-2019 and in 2023, but substantially younger in 2021. Statistical decomposition estimated that 50% of the change in sexual experience among adolescent women between 2019 and 2021 and 30% of the change for adolescent men was due to a change in the age distribution. ImplicationsDeclining response rates, increased missing data, and changes in the age structure of 2021 YRBS raise serious concerns about the validity of trends in the YRBS. A concerted national effort is needed to build support for the collection of YRBS and other public health surveillance data.
Matching journals
The top 5 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Peer Education Intervention Reduced Sexually Transmitted Infections Among Male Tajik Labor Migrants Who Inject Drugs: Results of a Cluster-randomized Controlled Trial 92%
- Condom use and HIV testing among adults in Switzerland: repeated national cross-sectional surveys 2007, 2012, and 2017 92%
- The effect of smaller classes on infection-related school absence: Evidence from the Project STAR randomized controlled trial 91%
Similar papers in this journal
- Intimate partner violence and its correlates in middle-aged and older adults during the COVID-19 pandemic: A multi-country secondary analysis 93%
- Mechanisms for the prevention of adolescent intimate partner violence: a realist review of interventions in low- and middle-income countries 91%
- Use of machine learning methods to understand discussions of female genital mutilation/cutting on social media 91%
Similar papers in this journal
- Gender-affirming care, mental health, and economic stability in the time of COVID-19: a global cross-sectional study of transgender and non-binary people 92%
- Autonomy-Supportive Sexual Health Communication and Sexual Health Behaviors for Black and Latino MSM in the House Ball Community: Protocol for a Social Network Analysis and Exploratory Structural Equation Model 92%
- Time trends, factors associated with, and reasons for COVID-19 vaccine hesitancy in a massive online survey of US adults: January-May 2021 91%
Similar papers in this journal
- COVID-19 risk perceptions of social interaction and essential activities and inequity in the United States: Results from a nationally representative survey 91%
- Cohort Profile: A national prospective cohort study of SARS-CoV-2 pandemic outcomes in the U.S. - The CHASING COVID Cohort Study 91%
- Positive deviance for promoting dual-method contraceptive use among women in Uganda: a cluster randomized controlled trial 91%
Similar papers in this journal
- Seroprevalence of SARS-CoV-2 antibodies in Saint Petersburg, Russia: a population-based study 90%
- Seroincidence of SARS-CoV-2 infection prior to and during the rollout of vaccines in a community-based prospective cohort of U.S. adults 90%
- Racial and ethnic disparities for SARS-CoV-2 positivity in the United States: a generalizing pandemic 89%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.