In this study, we investigated the complex interactions of a diffusive-thermoelastic medium with micro-concentration under the influence of rotation and mechanical force. Utilizing the Moore-Gibson-Thompson theory with memory dependency, we delve into the effects these parameters have on the behavior of the medium. The normal mode technique is employed to achieve an analysis solution to the problem. Our findings reveal that rotation and mechanical force significantly alter the propagation of thermoelastic waves and the diffusion process within the medium. These insights offer a deeper understanding of the complex interactions in such materials, with potential applications in advanced engineering, material science and even geophysics