Increasing global obesity has been attributable to the increased prevalence of osteoarthritis (OA) but its risk on end-stage OA is still not clear. This population-based study aimed to define population attributable risk of total knee replacement (TKR) associated with obesity in Australia. A total of 191,723 TKRs for primary OA from 2015-2018 and estimated populations with BMI distribution were collected from the Australian Orthopaedic Association National Joint Registry and Australia Bureau of Statistics, respectively. Age- and gender-specific incidence rate (IR) and incidence rate ratio (IR) were calculated for each BMI category. We investigated the time-trend change in incidence of TKR in each BMI category and assessed the influence of obesity on the incidence of TKR in different age and gender groups. Population attributable fraction (PAF) was calculated to infer the effect of obesity on TKR incidence. In total, the number of TKR for primary OA increased 28.33% from 40954 cases in 2015 to 52555 cases in 2018. The greatest increase in number of TKRs performed occurred in individuals with BMI greater than 40.00. Obesity has resulted in the greatest risk of TKR at young population (aged 18-54). There are 3.722-, 13.704- and 18.463-times higher risk in patients with overweight, obesity class I & II and obesity class III than patients with normal weight, respectively. A greater risk of TKR was observed in the female population in obesity class III, at approximately 1.7-time higher than male population. The PAFs of TKR associated with obesity were 34.98% in 2015 and increased by 2% in 2018, with 12156 cases of TKR being attributable to obesity in 2018. In conclusion, obesity contributed to the largest proportion of TKR in young (less than 54) and female patients. Weight loss strategies can be implemented in these populations to reduce or delay the need for TKR.