Background: Follow-up of abnormal results is essential to cervical cancer screening, but data on adherence to follow-up are limited. We describe patterns of follow-up after screening abnormalities and identify predictors of guideline-concordant follow-up. Methods: We identified the index screening abnormality (positive human papillomavirus [HPV] test or atypical squamous cells of undetermined significance [ASC-US] or more severe cytology) among women 25-65 years old at three U.S. healthcare systems during 2010-2019. We estimated the cumulative incidence of surveillance testing, colposcopy, or treatment after the index abnormality and initial colposcopy. Logistic regressions were fit to identify predictors of guideline-concordant follow-up according to contemporaneous guidelines. Results: Among 43,007 patients with an index abnormality, the cumulative incidence of any follow-up was 49.6% by 4 years for those with ASC-US/HPV-negative and higher for abnormalities warranting immediate colposcopy. The 1-year cumulative incidence of any follow-up after colposcopy was 70% for patients with normal results or cervical intraepithelial neoplasia (CIN) I and 90% for patients with CIN II+. Rates of concordant follow-up after screening and colposcopy were 52% and 47%. Discordant follow-up was associated with factors including age, race/ethnicity, overweight/obese BMI, and specific types of public payor coverage or being uninsured. Conclusions: Adherence to recommended follow-up of cytologic and histopathologic abnormalities is inconsistent in clinical practice. Concordance was poor for mild abnormalities and improved, though suboptimal, for more severe abnormalities. Impact: There remain gaps in the cervical cancer screening process in clinical practice. Further work is needed to understand barriers to appropriate management of cervical abnormalities.