Recently, as expansion of private sector R&D scale and growth of the research capabilities of universities, the publicly funded research institute in Korea is faced in terms of competitiveness with changing research conditions, research specialization and improvement of quality of research performance. In addition, performance evaluation system has been changed as qualitative performance evaluation. Under these circumstances, we suggested and applied the proper qualitative performance indicators for research quality improvement of the publicly funded research institute.