The STEM approach is a learning approach that is in line with learning needs to face the challenges of the 21st century. Then, the use of the STEM approach is highly recommended. It is needed an innovation to facilitate the application of the STEM approach such as integrating the STEM approach with the learning model. So, an integration of the PBL model and the STEM approach is created and then arranged which is known as the PLOICE learning model. The PLOICE learning model is a learning model that has the following syntax: Problematize, Learn, Organize, Investigate, Create, and Evaluate. In this research, students will be involved in scientific investigations on the management of shade-grown coffee to increase coffee production. Student participation in determining the management of shade-grown coffee can help develop students' science process skills. The research implemented a quasi-experiment where two classes received different treatments, namely the experimental and control classes. The experimental class received treatment using PLOICE and control using conventional treatment. In the results that the application of the PLOICE model had a significant effect on the development of students' science process skills. In implementing the PLOICE model, students are more active in discussions and questions and answers.