程序代写代做代考 Excel 数据介绍:

数据介绍:
数据供包含64道题目,其中,1-12是第一个维度,13-24是第二个维度,25-38是第三个维度,39-52是第四个维度,53-64是第五个维度
希望老师在Mplus中,跑2个IRT模型,并提供下表的信息和图形。(我可以自己整理表格)
1多维IRT模型,高阶模型,1个高阶因子,5个一阶因子。
2 单维IRT模型,所有的题目都视为一个维度。

√Table 1
IRT analysis of the Items of test (2PL)
Item
M
SD

IRT

a_G
a1
a2
a3
a4
a5
d
MDISC
MDIFF
Dimension1

1

2

3

4

5

6

7

8

11

12

Dimension 2

13

14

15

16

17

18

19

21

22

23

24

Dimension 3

26

28

29

30

31

33

34

35

36

37

38

Dimension 4

41

42

43

44

45

46

47

48

49

50

51

52

Dimension 5

53

57

59

60

61

63

64

Notes: D1= Item discrimination index; D2 = Point Biserial Correlation

(a) Item 11-acceptable discrimination

(b)Item-5 medium discrimination

(c)Item-47 excellent discrimination
√ Figure 1 MIRT item characteristic surface
√Table 2
Summary for the item difficulty of the test
Difficulty
n
Type
percentage
Item
0.00-0.10
0
5
difficult
0.00%
9.80%

0.11-0.20
1

1.96%

61
0.21-0.30
4

7.84%

57,59,60,64
0.31-0.40
6
40
medium
11.76%
78.43%
30,41,49,51,53,63
0.41-0.50
14

27.45%

2,4,5,7,11,15,19 ,28,42,43,44,45,48,52
0.51-0.60
13

25.49%

3,8,12,13, 21,29,31,36,37,38,46,47,50
0.61-0.70
7

13.73%

6,16,17,23,26,33,35
0.71-0.80
4
6
easy
7.84%
11.76%
1,22,24,34
0.81-0.90
2

3.92%

14,18
0.91-1.00
0

0.00%

√Table 3
Summary for the item discrimination of test
Discrimination
n
percentage
Item
0.40 and above

0.30-0.39

0.20-0.29

below 0.20

√Table 4
MIRT estimated ability of the sub-scales of in study 3.
Dimension
M
SD
General

1

2

3

4

5

Notes: According to IRT theory, abilities should follow a normal distribution with a mean value of zero and a variance value of one

Figure 2 The normal distribution of the subjects’ abilities
Figure 2 Hierarchical Five-factor model used in the confirmatory factor analysis

单维信息量