diff --git a/contrib/drivers/mysql/go.mod b/contrib/drivers/mysql/go.mod
index e74d1e9cb07..07e9024ba21 100644
--- a/contrib/drivers/mysql/go.mod
+++ b/contrib/drivers/mysql/go.mod
@@ -5,6 +5,7 @@ go 1.23.0
 require (
 	github.com/go-sql-driver/mysql v1.7.1
 	github.com/gogf/gf/v2 v2.10.0
+	github.com/shopspring/decimal v1.4.0
 )
 
 require (
diff --git a/contrib/drivers/mysql/go.sum b/contrib/drivers/mysql/go.sum
index f96db96f24f..ff9460bec25 100644
--- a/contrib/drivers/mysql/go.sum
+++ b/contrib/drivers/mysql/go.sum
@@ -50,6 +50,8 @@ github.com/rivo/uniseg v0.2.0 h1:S1pD9weZBuJdFmowNwbpi7BJ8TNftyUImj/0WQi72jY=
 github.com/rivo/uniseg v0.2.0/go.mod h1:J6wj4VEh+S6ZtnVlnTBMWIodfgj8LQOQFoIToxlJtxc=
 github.com/rogpeppe/go-internal v1.13.1 h1:KvO1DLK/DRN07sQ1LQKScxyZJuNnedQ5/wKSR38lUII=
 github.com/rogpeppe/go-internal v1.13.1/go.mod h1:uMEvuHeurkdAXX61udpOXGD/AzZDWNMNyH2VO9fmH0o=
+github.com/shopspring/decimal v1.4.0 h1:bxl37RwXBklmTi0C79JfXCEBD1cqqHt0bbgBAGFp81k=
+github.com/shopspring/decimal v1.4.0/go.mod h1:gawqmDU56v4yIKSwfBSFip1HdCCXN8/+DMd9qYNcwME=
 github.com/stretchr/testify v1.11.1 h1:7s2iGBzp5EwR7/aIZr8ao5+dra3wiQyKjjFuvgVKu7U=
 github.com/stretchr/testify v1.11.1/go.mod h1:wZwfW3scLgRK+23gO65QZefKpKQRnfz6sD981Nm4B6U=
 go.opentelemetry.io/auto/sdk v1.1.0 h1:cH53jehLUN6UFLY71z+NDOiNJqDdPRaXzTel0sJySYA=
diff --git a/contrib/drivers/mysql/mysql_z_unit_issue_test.go b/contrib/drivers/mysql/mysql_z_unit_issue_test.go
index 72c7185de87..d15caae1ae5 100644
--- a/contrib/drivers/mysql/mysql_z_unit_issue_test.go
+++ b/contrib/drivers/mysql/mysql_z_unit_issue_test.go
@@ -14,6 +14,8 @@ import (
 	"testing"
 	"time"
 
+	"github.com/shopspring/decimal"
+
 	"github.com/gogf/gf/v2/container/gvar"
 	"github.com/gogf/gf/v2/database/gdb"
 	"github.com/gogf/gf/v2/frame/g"
@@ -2066,3 +2068,171 @@ func Test_Issue4698(t *testing.T) {
 		t.Assert(len(result), TableSize)
 	})
 }
+
+// https://github.com/gogf/gf/issues/3977
+func Test_Issue3977(t *testing.T) {
+	table := "issue3977"
+	array := gstr.SplitAndTrim(gtest.DataContent(`issues`, `3977.sql`), ";")
+	for _, v := range array {
+		if _, err := db.Exec(ctx, v); err != nil {
+			gtest.Error(err)
+		}
+	}
+	defer dropTable(table)
+	// string *string []string []*string
+	gtest.C(t, func(t *gtest.T) {
+		var err error
+		var username string
+		err = db.Model(table).Fields("username").Where("id", 1).Scan(&username)
+		t.Assert(err, nil)
+		t.Assert(username, "username1")
+		var username2 *string
+		err = db.Model(table).Fields("username").Where("id", 1).Scan(&username2)
+		t.Assert(err, nil)
+		t.Assert(username2, "username1")
+
+		var usernames []string
+		err = db.Model(table).Fields("username").Scan(&usernames)
+		t.AssertNil(err)
+		t.Assert(usernames, []string{"username1", "username2", "username3"})
+
+		var usernames2 []*string
+		err = db.Model(table).Fields("username").Scan(&usernames2)
+		t.AssertNil(err)
+		t.Assert(usernames2, []string{"username1", "username2", "username3"})
+
+	})
+	// float64 *float64
+	gtest.C(t, func(t *gtest.T) {
+		var err error
+		var balance float64
+		err = db.Model(table).Fields("balance").Where("id", 1).Scan(&balance)
+		t.Assert(err, nil)
+		t.Assert(balance, 1.01)
+
+		var balance2 *float64
+		err = db.Model(table).Fields("balance").Where("id", 1).Scan(&balance2)
+		t.Assert(err, nil)
+		t.Assert(balance2, 1.01)
+
+		var balances []float64
+		err = db.Model(table).Fields("balance").Scan(&balances)
+		t.Assert(err, nil)
+		t.Assert(balances, []float64{1.01, 2.02, 3.03})
+
+		var balances2 []*float64
+		err = db.Model(table).Fields("balance").Scan(&balances2)
+		t.Assert(err, nil)
+		expectedBalances := []float64{1.01, 2.02, 3.03}
+		actualBalances := make([]float64, len(balances2))
+		for i, v := range balances2 {
+			if v != nil {
+				actualBalances[i] = *v
+			}
+		}
+		t.Assert(actualBalances, expectedBalances)
+
+		var totalBalances float64
+		err = db.Model(table).FieldSum("balance").WhereIn("id", []int64{1, 2, 3, 4, 5}).Scan(&totalBalances)
+		t.Assert(err, nil)
+		t.Assert(totalBalances, 6.06)
+
+		var totalBalances2 *float64
+		err = db.Model(table).FieldSum("balance").WhereIn("id", []int64{1, 2, 3, 4, 5}).Scan(&totalBalances2)
+		t.Assert(err, nil)
+		t.Assert(totalBalances2, 6.06)
+
+	})
+	// int []int
+	gtest.C(t, func(t *gtest.T) {
+		var err error
+		var age int
+		err = db.Model(table).Fields("age").Where("id", 1).Scan(&age)
+		t.Assert(err, nil)
+		t.Assert(age, 18)
+
+		var age2 *int
+		err = db.Model(table).Fields("age").Where("id", 1).Scan(&age2)
+		t.Assert(err, nil)
+		t.Assert(age2, 18)
+
+		var ids []int64
+		err = db.Model(table).Fields("id").Where("state", true).Scan(&ids)
+		t.AssertNil(err)
+		t.Assert(ids, []int64{1, 2})
+
+		var id2s []*int64
+		err = db.Model(table).Fields("id").Where("state", true).Scan(&id2s)
+		t.AssertNil(err)
+		t.Assert(id2s, []int64{1, 2})
+
+		var total int64
+		err = db.Model(table).FieldSum("id").WhereIn("id", []int64{1, 2, 3, 4, 5}).Scan(&total)
+		t.Assert(err, nil)
+		t.Assert(total, 6)
+
+		var total2 int64
+		err = db.Model(table).FieldSum("id").WhereIn("id", []int64{1, 2, 3, 4, 5}).Scan(&total2)
+		t.Assert(err, nil)
+		t.Assert(total2, 6)
+
+	})
+	// bool
+	gtest.C(t, func(t *gtest.T) {
+		var err error
+		var state bool
+		err = db.Model(table).Fields("state").Where("id", 1).Scan(&state)
+		t.Assert(err, nil)
+		t.Assert(state, true)
+
+		var state2 *bool
+		err = db.Model(table).Fields("state").Where("id", 1).Scan(&state2)
+		t.Assert(err, nil)
+		t.Assert(state2, true)
+
+		var states []bool
+		err = db.Model(table).Fields("state").Scan(&states)
+		t.AssertNil(err)
+		t.Assert(states, []bool{true, true, false})
+		var states2 []*bool
+		err = db.Model(table).Fields("state").Scan(&states2)
+		t.AssertNil(err)
+		t.Assert(states2, []bool{true, true, false})
+	})
+	// decimal.Decimal
+	gtest.C(t, func(t *gtest.T) {
+		var err error
+		var balance decimal.Decimal
+		err = db.Model(table).Fields("balance").Where("id", 1).Scan(&balance)
+		t.Assert(err, nil)
+		t.Assert(balance, decimal.NewFromFloat(1.01))
+
+		var balance2 *decimal.Decimal
+		err = db.Model(table).Fields("balance").Where("id", 1).Scan(&balance2)
+		t.Assert(err, nil)
+		t.Assert(balance2, decimal.NewFromFloat(1.01))
+
+		var totalBalances decimal.Decimal
+		err = db.Model(table).FieldSum("balance").WhereIn("id", []int64{1, 2, 3, 4, 5}).Scan(&totalBalances)
+		t.Assert(err, nil)
+		t.Assert(totalBalances, decimal.NewFromFloat(6.06))
+
+		var totalBalances2 *decimal.Decimal
+		err = db.Model(table).FieldSum("balance").WhereIn("id", []int64{1, 2, 3, 4, 5}).Scan(&totalBalances2)
+		t.Assert(err, nil)
+		t.Assert(totalBalances2, decimal.NewFromFloat(6.06))
+	})
+
+	gtest.C(t, func(t *gtest.T) {
+		var err error
+		var createdAt gtime.Time
+		err = db.Model(table).Fields("create_at").Where("id", 1).Scan(&createdAt)
+		t.AssertNil(err)
+		t.Assert(createdAt, "2020-01-01 00:00:00")
+
+		var createdAt2 *gtime.Time
+		err = db.Model(table).Fields("create_at").Where("id", 1).Scan(&createdAt2)
+		t.AssertNil(err)
+		t.Assert(createdAt2, "2020-01-01 00:00:00")
+	})
+}
diff --git a/contrib/drivers/mysql/testdata/issues/3977.sql b/contrib/drivers/mysql/testdata/issues/3977.sql
new file mode 100644
index 00000000000..d08d4d22600
--- /dev/null
+++ b/contrib/drivers/mysql/testdata/issues/3977.sql
@@ -0,0 +1,15 @@
+DROP TABLE IF EXISTS `issue3977`;
+CREATE TABLE `issue3977` (
+    `id` bigint NOT NULL,
+    `username` varchar(255) DEFAULT "",
+    `balance` decimal(10,2) DEFAULT 0.00,
+    `state`  bool DEFAULT 0,
+    `age` int DEFAULT 0,
+    `create_at` datetime(0) DEFAULT NULL,
+    `update_at` datetime(0) DEFAULT NULL,
+    PRIMARY KEY (`id`)
+) ENGINE=InnoDB;
+
+INSERT INTO `issue3977` VALUES (1, "username1", 1.01, 1, 18, "2020-01-01 00:00:00", "2020-01-01 00:00:00");
+INSERT INTO `issue3977` VALUES (2, "username2", 2.02, 1, 100, "2020-01-01 00:00:00", "2020-01-01 00:00:00");
+INSERT INTO `issue3977` VALUES (3, "username3", 3.03, 0, 56, "2020-01-01 00:00:00", "2020-01-01 00:00:00");
\ No newline at end of file
diff --git a/database/gdb/gdb_model_select.go b/database/gdb/gdb_model_select.go
index 19f44cb3409..278f9146bf8 100644
--- a/database/gdb/gdb_model_select.go
+++ b/database/gdb/gdb_model_select.go
@@ -8,6 +8,7 @@ package gdb
 
 import (
 	"context"
+	"database/sql"
 	"fmt"
 	"reflect"
 
@@ -302,11 +303,63 @@ func (m *Model) Scan(pointer any, where ...any) error {
 	}
 	switch reflectInfo.OriginKind {
 	case reflect.Slice, reflect.Array:
+		elemType := reflectInfo.InputType
+		for elemType.Kind() == reflect.Pointer {
+			elemType = elemType.Elem()
+		}
+		elemType = elemType.Elem()
+		originalType := elemType
+		for elemType.Kind() == reflect.Pointer {
+			originalType = elemType
+			elemType = elemType.Elem()
+		}
+
+		if elemType != nil && (elemType.Kind() != reflect.Struct || elemType.Implements(reflect.TypeFor[sql.Scanner]()) || originalType.Implements(reflect.TypeFor[sql.Scanner]())) {
+			if len(m.fields) == 1 {
+				args := append([]any{m.fields[0]}, where...)
+				valueArr, err := m.Array(args...)
+				if err != nil {
+					return err
+				}
+				return valueArr.Scan(pointer)
+			}
+		}
 		return m.doStructs(pointer, where...)
 
 	case reflect.Struct, reflect.Invalid:
+		elemType := reflectInfo.InputType
+		originalType := elemType
+		for elemType.Kind() == reflect.Pointer {
+			originalType = elemType
+
+			elemType = elemType.Elem()
+		}
+		if elemType != nil && (elemType.Implements(reflect.TypeFor[sql.Scanner]()) || originalType.Implements(reflect.TypeFor[sql.Scanner]())) {
+			if len(m.fields) == 1 {
+				args := append([]any{m.fields[0]}, where...)
+				valueArr, err := m.Value(args...)
+				if err != nil {
+					return err
+				}
+				return valueArr.Scan(pointer)
+			}
+		}
 		return m.doStruct(pointer, where...)
-
+	case reflect.Int, reflect.Int8, reflect.Int16, reflect.Int32, reflect.Int64,
+		reflect.Uint, reflect.Uint8, reflect.Uint16, reflect.Uint32, reflect.Uint64,
+		reflect.Float32, reflect.Float64, reflect.Bool, reflect.String:
+		if len(m.fields) != 1 {
+			return gerror.NewCode(
+				gcode.CodeInvalidParameter,
+				fmt.Sprintf("Scan operation failed: expected 1 field, but got %d", len(m.fields)),
+			)
+		}
+		args := append([]any{m.fields[0]}, where...)
+		value, err := m.Value(args...)
+		if err != nil {
+			return err
+		}
+		return value.Scan(pointer)
 	default:
 		return gerror.NewCode(
 			gcode.CodeInvalidParameter,
diff --git a/util/gconv/internal/converter/converter_bool.go b/util/gconv/internal/converter/converter_bool.go
index 60bceda06eb..136a7716bef 100644
--- a/util/gconv/internal/converter/converter_bool.go
+++ b/util/gconv/internal/converter/converter_bool.go
@@ -40,6 +40,11 @@ func (c *Converter) Bool(anyInput any) (bool, error) {
 		}
 		return true, nil
 	default:
+		if rv, ok := value.(reflect.Value); ok {
+			if rv.IsValid() && rv.CanInterface() {
+				return c.Bool(rv.Interface())
+			}
+		}
 		if f, ok := value.(localinterface.IBool); ok {
 			return f.Bool(), nil
 		}
diff --git a/util/gconv/internal/converter/converter_scan.go b/util/gconv/internal/converter/converter_scan.go
index feb7cadcbe8..f6618c0ef97 100644
--- a/util/gconv/internal/converter/converter_scan.go
+++ b/util/gconv/internal/converter/converter_scan.go
@@ -185,41 +185,53 @@ func (c *Converter) Scan(srcValue any, dstPointer any, option ...ScanOption) (er
 			)
 			for i := 0; i < srcLen; i++ {
 				srcElem := srcValueReflectValue.Index(i).Interface()
+				elem := newSlice.Index(i)
+
+				if elem.Kind() == reflect.Pointer {
+					if elem.IsNil() {
+						elem.Set(reflect.New(elem.Type().Elem()))
+					}
+					elem = elem.Elem()
+				}
+
 				switch dstElemType.Kind() {
 				case reflect.String:
 					v, err := c.String(srcElem)
 					if err != nil && !scanOption.ContinueOnError {
 						return err
 					}
-					newSlice.Index(i).SetString(v)
+					elem.SetString(v)
 				case reflect.Int:
 					v, err := c.Int64(srcElem)
 					if err != nil && !scanOption.ContinueOnError {
 						return err
 					}
-					newSlice.Index(i).SetInt(v)
+					elem.SetInt(v)
 				case reflect.Int64:
 					v, err := c.Int64(srcElem)
 					if err != nil && !scanOption.ContinueOnError {
 						return err
 					}
-					newSlice.Index(i).SetInt(v)
+					elem.SetInt(v)
 				case reflect.Float64:
 					v, err := c.Float64(srcElem)
 					if err != nil && !scanOption.ContinueOnError {
 						return err
 					}
-					newSlice.Index(i).SetFloat(v)
+					elem.SetFloat(v)
 				case reflect.Bool:
 					v, err := c.Bool(srcElem)
 					if err != nil && !scanOption.ContinueOnError {
 						return err
 					}
-					newSlice.Index(i).SetBool(v)
+					elem.SetBool(v)
 				default:
-					err = c.Scan(
-						srcElem, newSlice.Index(i).Addr().Interface(), option...,
-					)
+					target := newSlice.Index(i)
+					if target.Kind() == reflect.Pointer {
+						err = c.Scan(srcElem, target.Interface(), option...)
+					} else {
+						err = c.Scan(srcElem, target.Addr().Interface(), option...)
+					}
 					if err != nil && !scanOption.ContinueOnError {
 						return err
 					}