This research study aims to study the direct effect. indirect effect. and total effect of cause and effect factors of innovation development in the business operation of the Thai auto parts industry. This research is quantitative research using questionnaires from a sample of 360 sites and qualitative research by in-depth interviews with ten auto parts industry executives in Thailand. https://halohealthcarers.shop/product-category/stocking-aids/