Table 3 Reported behavior frequencies

Have you ever neglected to name a source you used?

156,417.5

.016

46.9

45.8

7.1

0.2

52.9

41.7

5.2

0.1

Have you ever cheated on a test?

167,289.5

.429

75.2

20.5

3.6

0.7

74.7

20.8

4.5

0.0

Have you ever put sources in your bibliography without reading them?

157,505.0

.055

49.8

39.3

9.8

1.1

46.3

38.9

13.7

1.2

Have you ever modified results to improve the outcome?

158,874.0

.007

78.3

18.6

2.7

0.5

84.0

13.4

2.6

0.0

Have you ever put your name on a work without checking it?

155,299.5

<.001*

78.6

17.5

3.4

0.5

86.3

11.1

2.6

0.0

Have you ever changed research data?

164,214.5

.059

89.8

9.0

0.7

0.5

92.4

7.1

0.5

0.0

Have you ever neglected to do your part of the work while working on a group project?

147,999.0

<.001*

64.1

31.6

4.1

0.2

75.4

22.3

2.2

0.0