To comprehensively evaluate the scientific and technological innovation capability and efficiency of hospitals and provide references for effectively promoting their high-quality development in scientific innovation.

The indexes of 69 tertiary public general hospitals were collected in 2018. The science and technology innovation capability of these hospitals was evaluated using science and technology evaluation metrics(STEM), while their science and technology innovation efficiency was evaluated using the super-efficiency data envelopment analysis model. Then the matching relation of the two dimensions was analyzed, with outstanding hospitals identified using the skyline algorithm.

The STEM and science/technology innovation efficiency of 69 tertiary public hospitals averaged 29.61 and 0.960 respectively. Based on STEM and efficiency, the 69 hospitals were divided into four types: the type of high capability and efficiency comprising 9 hospitals(13.04%), that of high capability and low efficiency comprising 16 hospitals(23.19%), that of low capability and high efficiency comprising 16 hospitals(23.19%) and that of low capability and efficiency comprising 28 hospitals(40.58%). Five hospitals(7.24%)were selected as outstanding examples of science and technology innovation.

This study constructed a set of scientific and effective methods for comprehensively evaluating scientific and technological innovation capability and efficiency, for classifying the current state of science and technology innovation of a hospital and identifying outstanding ones. The assessment results could enable the hospitals to make targeted management measures.

Hospitals, public; Science and technology innovation; Evaluation studies; Science and technology evaluation metrics; Science and technology innovation efficiency; Skyline algorithm