diff --git a/Knowledge_Test_Go/api/v1/questionBank.go b/Knowledge_Test_Go/api/v1/questionBank.go
index 1b732a1..b8857f8 100644
--- a/Knowledge_Test_Go/api/v1/questionBank.go
+++ b/Knowledge_Test_Go/api/v1/questionBank.go
@@ -77,6 +77,8 @@ type QuestionOutputReq struct {
 	CourseRecommendationId string `json:"course+recommendation_id"`
 	Page                   int    `json:"page"`
 	PageSize               int    `json:"page_size"`
+	SortField              string `json:"sort_field"` // 排序字段：error_count, error_rate, id
+	SortOrder              string `json:"sort_order"` // 排序方向：asc, desc
 }
 
 // QuestionOutputRes 题目输出
@@ -132,6 +134,8 @@ type UserScoreOutputReq struct {
 	EndTime      string `json:"end_time"`      // 结束时间（提交时间范围）
 	Page         int    `json:"page"`
 	PageSize     int    `json:"page_size"`
+	SortField    string `json:"sort_field"` // 排序字段：score, created_at
+	SortOrder    string `json:"sort_order"` // 排序方向：asc, desc
 }
 
 // ErrorOutPutUserReq 获取错题用户列表请求
diff --git a/Knowledge_Test_Go/internal/logic/knowledge/knowledge.go b/Knowledge_Test_Go/internal/logic/knowledge/knowledge.go
index 707bd4a..9a6acfa 100644
--- a/Knowledge_Test_Go/internal/logic/knowledge/knowledge.go
+++ b/Knowledge_Test_Go/internal/logic/knowledge/knowledge.go
@@ -89,6 +89,7 @@ func (s *sKnowledgeTest) SubmitAnswers(ctx context.Context, req *v1.SubmitAnswer
 	for i, answer := range req.Answers {
 		questionIds[i] = answer.QuestionId
 	}
+
 	// 批量查询题目
 	var questions []*do.QuestionBank
 	err := dao.QuestionBank.Ctx(ctx).
@@ -170,6 +171,14 @@ func (s *sKnowledgeTest) SubmitAnswers(ctx context.Context, req *v1.SubmitAnswer
 			}
 		}
 
+		// 计算并更新所有被回答题目的错误率
+		if len(allAnsweredQuestionIds) > 0 {
+			err := s.updateErrorRatesInTransaction(ctx, tx, allAnsweredQuestionIds)
+			if err != nil {
+				return err
+			}
+		}
+
 		// 插入总成绩记录
 		_, err = tx.Model(dao.TotalScore.Table()).Data(&do.TotalScore{
 			Jwcode: req.Jwcode,
@@ -191,6 +200,27 @@ func (s *sKnowledgeTest) SubmitAnswers(ctx context.Context, req *v1.SubmitAnswer
 	}, nil
 }
 
+// updateErrorRatesInTransaction 在事务中更新错误率（简化版）
+func (s *sKnowledgeTest) updateErrorRatesInTransaction(ctx context.Context, tx gdb.TX, questionIds []int) error {
+	if len(questionIds) == 0 {
+		return nil
+	}
+
+	// 使用GF的Raw方法
+	_, err := tx.Model(dao.QuestionBank.Table()).
+		Where(dao.QuestionBank.Columns().Id, questionIds).
+		Data(g.Map{
+			"error_rate": gdb.Raw("CASE WHEN citation_count = 0 THEN 0 ELSE ROUND((error_count * 100.0) / citation_count) END"),
+		}).
+		Update()
+
+	if err != nil {
+		return fmt.Errorf("更新错误率失败: %w", err)
+	}
+
+	return nil
+}
+
 // -----------------------------------------------------------------------------------------------------------------------------------------------
 
 // GetWrongQuestions 获取错题列表
diff --git a/Knowledge_Test_Go/internal/logic/questionBank/questionBank.go b/Knowledge_Test_Go/internal/logic/questionBank/questionBank.go
index e80c951..dd09517 100644
--- a/Knowledge_Test_Go/internal/logic/questionBank/questionBank.go
+++ b/Knowledge_Test_Go/internal/logic/questionBank/questionBank.go
@@ -8,6 +8,7 @@ import (
 	"fmt"
 	"strconv"
 
+	"github.com/gogf/gf/v2/database/gdb"
 	"github.com/gogf/gf/v2/errors/gerror"
 	"github.com/gogf/gf/v2/frame/g"
 	"github.com/gogf/gf/v2/net/ghttp"
@@ -25,9 +26,10 @@ func init() {
 func (s *sQuestionBank) GetQuestions(ctx context.Context, req *v1.QuestionOutputReq) (res []*v1.QuestionOutputRes, total int, err error) {
 	db := g.Model("question_bank a").
 		LeftJoin("question_type b", "a.question_type_id = b.id").
-		LeftJoin("course_recommend c", "a.course_recommendation_id = c.id").Where("a.isdel = 0").
+		LeftJoin("course_recommend c", "a.course_recommendation_id = c.id").
+		Where("a.isdel = 0").
 		Fields("a.id", "a.stem", "a.a", "a.b", "a.c", "a.d", "a.correct_answer",
-			"b.question_type_name", "c.cr_name", "a.error_count", "a.citation_count")
+			"b.question_type_name", "c.cr_name", "a.error_count", "a.citation_count", "a.error_rate") // 添加 error_rate 字段
 
 	// 添加查询条件
 	if req.Stem != "" {
@@ -45,25 +47,38 @@ func (s *sQuestionBank) GetQuestions(ctx context.Context, req *v1.QuestionOutput
 		db = db.Where("a.course_recommendation_id = ?", req.CourseRecommendationId)
 	}
 
+	// 添加排序逻辑
+	db = s.buildSortCondition(db, req)
+
 	err = db.Page(req.Page, req.PageSize).ScanAndCount(&res, &total, false)
-	if err != nil {
-		return
+	return
+}
+
+// buildSortCondition 构建排序条件
+func (s *sQuestionBank) buildSortCondition(db *gdb.Model, req *v1.QuestionOutputReq) *gdb.Model {
+	// 默认排序（按ID倒序）
+	if req.SortField == "" {
+		return db.OrderDesc("a.id")
 	}
 
-	// 计算错误率
-	for _, question := range res {
-		question.ErrorRate = calculateErrorRate(question.ErrorCount, question.CitationCount)
+	// 确定排序方向
+	order := "DESC"
+	if req.SortOrder == "asc" {
+		order = "ASC"
 	}
-	return
-}
 
-// 计算错误率的辅助函数
-func calculateErrorRate(errorCount, citationCount int) int {
-	if citationCount == 0 {
-		return 0
+	// 根据排序字段构建排序条件
+	switch req.SortField {
+	case "error_count":
+		return db.Order("a.error_count " + order)
+	case "error_rate":
+		return db.Order("a.error_rate " + order)
+	case "id":
+		return db.Order("a.id " + order)
+	default:
+		// 默认按ID倒序
+		return db.OrderDesc("a.id")
 	}
-	// 计算百分比（例如：25 表示 25%）
-	return int(float64(errorCount) / float64(citationCount) * 100)
 }
 
 //-------------------------------------------------------------------------------------------------------------------------------
@@ -150,13 +165,38 @@ func (s *sQuestionBank) UserScoreOutput(ctx context.Context, req *v1.UserScoreOu
 		db = db.Where("b.created_at <= ?", req.EndTime)
 	}
 
-	// 添加排序，默认按创建时间倒序
-	db = db.OrderDesc("b.created_at")
+	// 添加排序逻辑
+	db = s.buildUserScoreSortCondition(db, req)
 
 	err = db.Page(req.Page, req.PageSize).ScanAndCount(&res, &total, false)
 	return
 }
 
+// buildUserScoreSortCondition 构建用户成绩排序条件
+func (s *sQuestionBank) buildUserScoreSortCondition(db *gdb.Model, req *v1.UserScoreOutputReq) *gdb.Model {
+	// 默认排序（按创建时间倒序）
+	if req.SortField == "" {
+		return db.OrderDesc("b.created_at")
+	}
+
+	// 确定排序方向
+	order := "DESC"
+	if req.SortOrder == "asc" {
+		order = "ASC"
+	}
+
+	// 根据排序字段构建排序条件
+	switch req.SortField {
+	case "score":
+		return db.Order("b.score " + order)
+	case "created_at":
+		return db.Order("b.created_at " + order)
+	default:
+		// 默认按创建时间倒序
+		return db.OrderDesc("b.created_at")
+	}
+}
+
 //-------------------------------------------------------------------------------------------------------------------------------
 
 // ErrorOutPutUser 错题统计出错用户
@@ -170,6 +210,7 @@ func (s *sQuestionBank) ErrorOutPutUser(ctx context.Context, req *v1.ErrorOutPut
 	err = g.Model("question_record r").
 		LeftJoin("user u", "r.jwcode = u.jwcode").
 		Where("r.question_bank_id = ?", req.Id).
+		Where("r.is_correct = 1").
 		Fields("r.jwcode", "u.user_name", "u.user_identity", "COUNT(*) as error_count").
 		Group("r.jwcode", "u.user_name", "u.user_identity").
 		OrderDesc("error_count").