Background Applying an appropriate physiotherapy intervention to a hospitalised patient can be challenging because the clinical status can change rapidly, affecting the patient’s physical capacity. Determining the appropriate type and dose of the physiotherapy intervention requires dynamic assessment of physical capacity and adequate clinical reasoning by the physiotherapist. Purpose To develop a framework for determining physical capacity to support physiotherapists in their clinical reasoning process when treating hospitalised patients. Methods A framework was developed using a multi-method approach. First, the scientific literature was searched for existing frameworks for clinical reasoning in physiotherapy. These methods were inventoried and relevant elements were extracted. Second, a first draft of the framework was developed by a group of experts. Third, the framework was tested in practice, leading to a final version. Results A total of 17 frameworks were identified from the literature. No framework was found for generic use in the hospital for the purpose of determining patient’s physical capacity. Relevant elements from the identified frameworks were: the use of ICF terminology, the use of a patient management model, and frequent monitoring of clinical parameters. Field testing of the first draft of the framework led to improvement of the framework for use in clinical practice. Conclusion A framework was developed to support physiotherapists in their clinical reasoning process when treating hospitalised patients. The framework can provide guidance for determining the patient’s physical capacity to allow for an adequate training stimulus.