Python 内控缺陷识别矩阵（控制活动评价指标化）

{"type":"doc","content":[{"type":"paragraph","attrs":{"id":"a2145bcf-74a1-4156-9060-e8c6aa6826a8","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","text":"问题"},{"type":"hardBreak","attrs":{"id":"b9334016-60b3-47f8-89dc-88c2348cab26"}},{"type":"text","text":"内控审计要把“控制设计是否有效、是否被执行”落到缺陷等级（重大/重要/一般）。定性描述主观。用矩阵打分，把设计有效性与执行有效性量化成缺陷等级。"}]},{"type":"paragraph","attrs":{"id":"bf7a225b-e6d0-4b4d-83af-ac1c6ecae81e","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","text":"示例代码"}]},{"type":"paragraph","attrs":{"id":"86e45291-d0a5-4cec-b5e9-ea1998e93a1b","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","marks":[{"type":"textStyle","attrs":{"color":"","background":""}}],"text":"plaintext"}]},{"type":"codeBlock","attrs":{"id":"f15709c4-7799-447f-8162-9e1a15f782a6","language":"javascript","theme":"atom-one-dark","runtimes":0,"isHoverDragHandle":false,"key":"","languageByAi":"javascript"},"content":[{"type":"text","text":"def defect_level(design_ok, operation_ok, material_risk):\n if not design_ok and material_risk:\n return \"重大缺陷\"\n if not design_ok or (not operation_ok and material_risk):\n return \"重要缺陷\"\n if not operation_ok:\n return \"一般缺陷\"\n return \"无缺陷\"\n\ncases = [\n (\"销售信用审批\", False, True, True),\n (\"费用报销复核\", True, False, False),\n (\"采购订单审批\", False, False, False),\n]\nfor name, d, o, m in cases:\n print(name, \"->\", defect_level(d, o, m))\n"}]},{"type":"paragraph","attrs":{"id":"7052c8eb-6480-44cd-a7d7-03122290ab3b","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","text":"关键点"}]},{"type":"bulletList","attrs":{"id":"dce6f02e-bfa2-4082-9cd3-7764bb60554e","isHoverDragHandle":false},"content":[{"type":"listItem","attrs":{"id":"617d4cc8-474a-42dc-a159-7bfd7a500485"},"content":[{"type":"paragraph","attrs":{"id":"eee7f18b-d350-4187-b4bb-ab8023b34099","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","text":"二维判定：设计有效性 × 执行有效性；叠加“是否涉及重大账户/高风险”决定升格。"}]}]},{"type":"listItem","attrs":{"id":"d3a9465b-d2c0-4c7e-83ca-a180e19d0a96"},"content":[{"type":"paragraph","attrs":{"id":"0475e040-71eb-4ad5-aa55-cea4a1822cbb","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","text":"设计无效且涉重大风险 → 重大缺陷；执行无效但设计有效 → 一般缺陷，别一刀切。"}]}]},{"type":"listItem","attrs":{"id":"43c50167-2f1d-46e6-84f7-142628ffe45a"},"content":[{"type":"paragraph","attrs":{"id":"6890e56f-2845-4a8b-a81a-3685a1f9592c","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","text":"矩阵输出要留痕（哪个控制、哪天测、谁测），便于复核与治理层沟通。"}]}]}]},{"type":"paragraph","attrs":{"id":"ed5cfcc0-da57-43f6-8b5e-8ad4ce7b5973","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","text":"小结"},{"type":"hardBreak","attrs":{"id":"65a9825e-f190-43f5-a50a-2ba0ad258e3c"}},{"type":"text","text":"内控缺陷评级从“拍脑袋”变“查矩阵”。设计/执行/风险三因子交叉，结论可复核、可沟通。"}]},{"type":"horizontalRule","attrs":{"id":"c7603869-4480-45b5-a8b1-a9f554a9643a","isHoverDragHandle":false}},{"type":"paragraph","attrs":{"id":"fbb99540-b5fe-48d3-985f-be1dd42e23c3","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","text":"你评内控缺陷最难的是“设计”还是“执行”证据？评论区说。"}]},{"type":"paragraph","attrs":{"id":"89f2ddd2-1f59-4b4b-ae10-72e526b34405","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","text":"如果有用，点赞收藏关注，留下审计难题。下期预告：银行流水聚类识别潜在关联方。"}]},{"type":"paragraph","attrs":{"id":"207dfb42-20e6-442b-88f8-d1a79e9f67a3","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","text":"会计师事务所的一名注册会计师"}]}]}