In the global knowledge economy society, the quality of human resource is the key for competition. Adults are the mainstream of workforce and therefore adult learning has been a crucial investment for economic targets. Due to the characteristic, adult learning is offered by diverse stakeholders and how to improve the partnership between providers has been a significant issue. The paper is based on an empirical study in Chinese Taipei’s local communities and there are meaningful results explored into 311 subjects in six different local communities. The findings are intended to apply in APEC member countries and recommendations are raised to develop educational partnership and networking for competing in global knowledge economy society.