Human papillomavirus (HPV) vaccination has the potential to enhance prevention of cervical cancer, especially in countries where screening programmes are currently unaffordable or impractical. Rare adverse events and longer-term benefits of HPV vaccination, such as effects on cancer rates, are difficult to examine in randomised controlled trials (RCTs) and require large data from population-level studies to inform decision-making. We aimed to assess population-level effects of HPV vaccination programmes on HPV-related disease and harms from vaccination. We conducted electronic searches on 11 September 2024 in CENTRAL (Cochrane Library), Ovid MEDLINE and Ovid Embase. We also searched vaccine manufacturer websites and checked reference lists from an index of HPV studies and other relevant systematic reviews. We included studies that assessed the impact of HPV vaccination on the general population. This included population-level studies comparing outcomes before and after the introduction of HPV vaccine. We also included individual-level, non-randomised comparative studies, such as cohort studies, case-control studies, cross-sectional studies and self-controlled case series. We used methods recommended by Cochrane. Two review authors carried out data extraction independently using pretested data extraction forms. We assessed the risk of bias of all included effect estimates using different tools according to study design. We carried out quantitative and qualitative data synthesis separately by outcome and study design. We performed meta-analysis on studies that reported effect estimates adjusted for confounding, with a focus on those receiving HPV vaccination at or before the age of 16 years (the target age group for vaccination). We rated the certainty of the evidence with GRADE. We included 225 studies from 347 records in this review, evaluating over 132 million people. We included 86 cohort studies, four case-control studies, 46 cross-sectional studies, 69 pre-post vaccine introduction studies, five RCT extensions and two self-controlled case series. Thirteen additional studies reported on more than one type of analysis. Of the included studies, 177 reported only on females, 11 only males and 37 a combination of males and females. Risk of bias ranged from overall moderate risk to critical risk. Clinical outcomes There was moderate-certainty evidence from 20 studies that HPV vaccination reduces the incidence of cervical cancer. Five cohort studies including 4,390,243 females reported adjusted estimates showing a reduced risk of cervical cancer following HPV vaccination in the long term (risk ratio (RR) 0.37, 95% confidence interval (CI) 0.25 to 0.56; I There are now long-term outcome data from different countries and from different study designs that consistently report a reduction in the development of high-grade CIN and cervical cancer in females vaccinated against HPV in early adolescence. Data show that there is greater benefit to vaccinating younger adolescents prior to becoming sexually active. There is evidence that HPV vaccination does not increase the risk of the most common adverse events reported on social media.