学术成果
1.Shangqun Liu, Qian Li. Alternative data and corporate tax avoidance: Evidence from online sales1 disclosure in China. Journal of Contemporary Accounting & Economics, 2026, 22(1):100526. (ABS 2; JCR-Q2)
2.Shangqun Liu, Jiamin Wang, Qian Li. Alternative data and trade credit financing: Evidence from third-party online sales disclosure. Finance Research Letters, 2023, 58:104469. (ABS 2; JCR-Q1)
3.Qian Li, Shangqun Liu. Does alternative data reduce stock price crash risk? Evidence from third-party online sales disclosure in China. International Review of Financial Analysis, 2023, 88: 102695. (ABS 3; JCR-Q1)
4.Qian Li, Shangqun Liu. Can third-party online sales disclosure help reduce earnings management? Evidence from China. Journal of Accounting and Public Policy, 2022, 41(6):106977. (ABS 3; JCR-Q1)
5.刘上群,陈益壮.散户人格特质对投资行为影响之分析—基于展望理论的实证分析.朝阳商管评论, 2017, 16(1):79-92.
工作论文
1.刘上群.另类数据能否提高上市公司投资效率—基于线上销售数据推出的准自然实验, 2025.
2.Qian Li, Shangqun Liu, Michael Maier, Victor Song. Annual report textual changes and stock price crash risk. Working paper. 2024.
3.李倩,刘上群,刘亦金.董事高管责任保险能提高企业ESG的表现吗？2023.
4.刘上群,李倩.Can third-party online sales disclosure help reduce post earnings announcement drift? Evidence from China. Working paper. 2022.
科研项目
1.国家社会科学基金，西部项目，18XJY024，大数据环境下证券市场信息型操纵的形成机理、动态特征与智能监管，参与
2.教育部人文社会科学研究项目，西部项目，17YJA790047，基于媒体偏差的知情交易行为及其影响机制研究，参与
3.陕西省社科界重大理论与现实问题研究项目，20JZ-25，大数据下资管变局与资产管理发展趋势研究，参与
4.山东省临沂市现代金融服务业规划项目，临沂市现代金融业十四五发展研究报告，参与
其他
CFA Level I
