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Background: Low back pain is the leading worldwide cause of years lost to disability and the problem is worsening. This paper describes and demonstrates the scholarly development and contextual refinement of a primary care program for acute low back pain in Sydney, Australia. Methods: Hybrid theoretical frameworks were applied, and co-design was used to contextualise the program to the local healthcare setting. Results: The program was developed in four stages. In stage 1, the scientific evidence about management of acute low back pain in primary care was examined. In stage 2, stakeholders (patients and clinicians) were consulted in nationwide surveys. Data from stages 1 and 2 were used to design an initial version of the program, called My Back My Plan. Stage 3 involved the contextual refinement of the program to the local setting, MQ Health Primary Care. This was achieved by co-design with primary care clinicians and patients who had sought care for low back pain at MQ Health Primary Care clinics. In stage 4, a panel of Australian experts on clinical care for low back pain reviewed the contextualised version of My Back My Plan and final amendments were made. Conclusion: My Back My Plan has been developed using an innovative scholarly approach to intervention development. Low back pain is the leading worldwide cause of years lost to disability and the problem is worsening. Our study aimed to develop and test a low-cost, high-value, scalable primary care treatment program for acute low back pain. The 'My Back My Plan' program has been developed using an innovative scholarly approach to intervention development, including co-design with consumers and clinicians, and optimises provision of integrated clinical care that is individualised and person-centred. [ABSTRACT FROM AUTHOR]