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Abstract Background Hip fractures in the older adults lead to increased morbidity and mortality. Although a low bone mineral density is considered the leading risk factor, it is essential to recognize other factors that could affect the risk of hip fractures. This study aims to evaluate the contribution of clinical characteristics, patient-reported outcomes, and muscle and aerobic capacity for hip fractures in community-dwelling older adults. Methods This is a retrospective cohort study with real world-data from subjects ≥ 60 years old attending an outpatient clinic in Minas Gerais, Brazil, from May 1, 2019, to August 22, 2022. Data about clinical characteristics (multimorbidity, medications of long-term use, sedative and or tricyclic medications, number of falls), patient-reported outcomes (self-perception of health, self-report of difficulty walking, self-report of vision problems, and self-report of falls) and muscle and aerobic capacity (calf circumference, body mass index, and gait speed) were retrieved from an electronic health record. The association of each potential risk factor and hip fracture was investigated by a multivariable logistic regression analysis adjusted for age and sex. Results A total of 7,836 older adults were included with a median age of 80 years (IQR 72–86) and 5,702 (72.7%) were female. Hip fractures occurred in 121 (1.54%) patients. Multimorbidity was associated with an increased risk of hip fracture (OR = 1.12, 95%CI 1.06–1.18) and each episode of fall increased the chance of hip fracture by 1.7-fold (OR = 1.69, 95%CI 1.52–1.80). Patient-reported outcomes associated with increased fracture risk were regular or poor self-perception of health (OR = 1.59, 95%CI 1.06–2.37), self-report of walking difficulty (OR = 3.06, 95%CI 1.93–4.84), and self-report of falls (OR = 2.23, 95%CI 1.47–3.40). Body mass index and calf circumference were inversely associated with hip fractures (OR = 0.91, 95%CI 0.87–0.96 and OR = 0.93, 95%CI 0.88–0.97, respectively), while slow gait speed increased the chance of hip fractures by almost two-fold (OR = 1.80, 95%CI 1.22–2.66). Conclusion Our study reinforces the importance of identified risk factors for hip fracture in community-dwelling older adults beyond bone mineral density and available fracture risk assessment tools. Data obtained in primary care can help physicians, other health professionals, and public health policies to identify patients at increased risk of hip fractures. mortality patientreported patient reported communitydwelling community dwelling worlddata world data 6 Gerais Brazil 1 2019 22 2022 multimorbidity, multimorbidity (multimorbidity longterm long term use falls, , selfperception self perception selfreport report problems record sex 7836 7 836 7,83 8 IQR 72–86 7286 72 86 5702 5 702 5,70 72.7% 727 (72.7% female 12 1.54% 154 54 (1.54% 112 1.12 95CI CI 95 1.06–1.18 106118 06 18 1.7fold 17fold fold 1.7 169 69 1.69 1.52–1.80. 152180 1.52–1.80 . 52 1.52–1.80) Patientreported Patient 159 59 1.59 1.06–2.37, 106237 1.06–2.37 2 37 1.06–2.37) 306 3 3.06 1.93–4.84, 193484 1.93–4.84 93 4 84 1.93–4.84) 223 23 2.23 1.47–3.40. 147340 1.47–3.40 47 40 1.47–3.40) 091 0 91 0.91 087096 87 96 0.87–0.9 093 0.93 088097 88 97 0.88–0.97 respectively, respectively respectively) twofold two 180 1.80 1.22–2.66. 122266 1.22–2.66 66 1.22–2.66) tools physicians professionals 201 202 783 83 7,8 72–8 728 570 70 5,7 72.7 (72.7 1.54 15 (1.54 11 1.1 9 1.06–1.1 10611 7fold 17 1. 16 1.6 15218 1.52–1.8 1.5 10623 1.06–2.3 30 3.0 19348 1.93–4.8 2.2 14734 1.47–3.4 09 0.9 08709 0.87–0. 08809 0.88–0.9 1.8 12226 1.22–2.6 20 78 7, 72– 57 5, 72. (72. (1.5 1.06–1. 1061 1521 1.52–1. 1062 1.06–2. 3. 1934 1.93–4. 2. 1473 1.47–3. 0. 0870 0.87–0 0880 0.88–0. 1222 1.22–2. (72 (1. 1.06–1 106 152 1.52–1 1.06–2 193 1.93–4 147 1.47–3 087 0.87– 088 0.88–0 122 1.22–2 (7 (1 1.06– 10 1.52– 19 1.93– 14 1.47– 08 0.87 0.88– 1.22– ( 1.06 1.52 1.93 1.47 0.8 0.88 1.22 1.0 1.9 1.4 1.2