| 胡海波,彭卉.科技型中小企业高质量发展水平综合评价[J].,2023,(5):69-79 |
| 科技型中小企业高质量发展水平综合评价 |
| Comprehensive Evaluation of High-quality Development Level of Technology-based SMEs |
| 投稿时间：2022-12-05 |
| DOI： |
| 中文关键词: 科技型中小企业 高质量发展 指标体系 测度 |
| English Keywords:technology-based SMEs high-quality development indicator system measure ( |
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| 中文摘要: |
| 文章以创业板中的科技型中小企业为研究样本,根据高质量发展的要求以及企业自身的特点,从财务效益、科研创新、融资信用和社会责任方面构建了涵盖八个维度共19个指标的评价体系,利用主成分分析法对体系进行精简提炼并组建综合评价模型,运用BP神经网络算法对体系进行模拟和检验,证明了评价体系的可行性有效。最后对样本公司得分情况进行分析,得出了各维度对企业发展质量的影响程度,并提出相应的对策建议。 |
| English Summary: |
| With high-quality development as the research background and the science and technology-based SMEs in GEM as the research sample, an evaluation system covering eight dimensions with 19 indicators is constructed based on the requirements of high-quality development and the characteristics of the enterprises themselves, using principal component analysis to refine the system and form a comprehensive evaluation model, and using BP neural network algorithm to simulate and test the system, which proves that the evaluation system constructed in this paper is feasible and effective. Finally, by analyzing the scores of the sample companies, the influence of each dimension on the quality of enterprise development is obtained, and corresponding countermeasures are proposed to help enterprises achieve high-quality development. |
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