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Abstract Aim To explore nurses' experiences and perspectives about evidence‐based practice (EBP) implementation in the healthcare context. Design A qualitative descriptive study design using focus group discussions (FGDs). Method Sixty‐four nurses who purposefully selected and worked at various healthcare organizations in Bisha Governorate, Saudi Arabia, were included. Eight FGDs were used to obtain data using open‐ended questions. The collected data underwent inductive qualitative content analysis. Results Two main categories were extracted: experiences and perspectives towards EBP. The experiences category emerged into four sub‐categories: familiarity with concepts and benefits, steps, dissemination sources of EBP and sources of EBP knowledge, while perspectives towards the EBP category included four sub‐categories: application of EBP in clinical practice, barriers, facilitators and EBP application methods. The participants experienced being in a non‐supportive and non‐encouraging atmosphere which results from a lack of organizational commitment to EBP implementation and illuminates the complexities involved in the integration process. Conclusion The nurses' experience with EBP indicated that there was limited support for the implementation of this approach. Furthermore, they experienced varying barriers to EBP implementation. They viewed EBP as a complex technique as they lacked knowledge and skills related to the formulation of research questions, and retrieving, applying and disseminating of EBP in clinical practice decision‐making. That is due to barriers pertinent to the individual, organizational and patient factors. The key to successfully implementing an EBP in nursing practice is to promote professional development, comprehensive and continuous training, a culture of change, organizational support and motivation. Clinical Relevance Through the construction and provision of ongoing educational interventions and mentoring programmes about EBP, healthcare organizations and nursing leadership may develop a comprehensive strategy to encourage staff nurses' participation in the EBP process. This is to enhance nurses' experiences and perspectives towards the EBP approach and overcome the barriers to effective implementation. No Patient or Public Contribution to this Study Patients or the general public were not involved in the design, analysis or interpretation of the data in this study.