In New York State, excluding New York City, chlamydia remains a persistent health concern. Our aim was to characterize chlamydia epidemiology and identify groups at higher risk of repeat positivity to inform targeted public health interventions. We analyzed demographic and clinical data of laboratory-confirmed chlamydia cases in New York State from 2015 to 2019. Repeat positivity was defined as a second positive chlamydia test within 31 to 365days of the initial positive test. We compared characteristics of individuals with single and repeat positivity and evaluated associations with repeat positivity using multivariable logistic regression models. During the study period, 176273 individuals were diagnosed with chlamydia, with 17253 experiencing repeat positivity. Repeat positivity was more common among individuals assigned female at birth. Key predictors of repeat positivity among females included non-Hispanic Black (adjusted odds ratio [aOR]: 1.33; 95% confidence interval [CI], 1.27-1.40) race/ethnicity, ages 13 to 19 (aOR: 1.62; 95% CI, 1.55-1.69), prior sexually transmitted infection (STI) diagnosis (aOR: 1.24; 95% CI, 1.18-1.31), symptomatic examination (aOR: 1.07; 95% CI, 1.02-1.13), and county/community (aOR: 1.10; 95% CI, 1.05-1.15) or private/public (aOR: 1.18; 95% CI, 1.11-1.25) provider. Among males, predictors included non-Hispanic Black (aOR: 1.57; 95% CI, 1.45-1.70) race/ethnicity, ages 13 to 19 (aOR: 1.27; 95% CI, 1.17-1.38), HIV coinfection (aOR: 1.30; 95% CI, 1.10-1.54), prior STI diagnosis (aOR: 1.31; 95% CI, 1.20-1.43), extragenital infection site (aOR: 2.59; 95% CI, 2.27-2.95), symptomatic examination (aOR: 1.21; 95% CI, 1.12-1.31), and county/community health (aOR: 1.09; 95% CI, 1.02-1.17) provider. Our findings provide valuable insights for sexual health interventions to prevent chlamydia transmission and recurrence. Prioritizing resources for prevention interventions and tailored sexual health promotion among non-Hispanic Black individuals is crucial. Additionally, targeted STI prevention efforts are needed for males who have sex with men and those initially diagnosed with extragenital infection. Research is warranted on STI prevention among people living with HIV or at high risk of HIV infection. Strengthening prevention strategies through Expedited Partner Therapy and sexual health education for individuals at risk of repeat positivity could enhance prevention efforts.
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