DCSIMG
Appendix D: ANOVA Tables

Table D-1. T-test summary table for Driver Attentiveness (Driver Age).

Source of Variation

df

SS

MS

F value

p value*

Dependant Variable: Age

 

 

 

 

 

 

 

 

 

 

 

Attention Category

1

1371.7638

1371.764

7.07

0.0091


Table D-2. T-test summary table for Driver Attentiveness (Male Driver's Age).

Source of Variation

df

SS

MS

F value

p value*

Dependant Variable: Age/Male

 

 

 

 

 

 

 

 

 

 

 

Attention Category

1

294.02362

294.0236

1.63

0.2066


Table D-3. T-test summary table for Driver Attentiveness (Female Driver's Age).

Source of Variation

df

SS

MS

F value

p value*

Dependant Variable: Age/Female

 

 

 

 

 

 

 

 

 

 

 

Attention Category

1

1031.7459

1031.746

4.9

0.0328


Table D-4. T-test summary table for Driver Attentiveness (Years of Driving Experience).

Source of Variation

df

SS

MS

F value

p value*

Dependant Variable: Experience

 

 

 

 

 

 

 

 

 

 

 

Attention Category

1

1482.5217

1482.522

7.6

0.0069


Table D-5. T-test summary table for Driver Attentiveness (Number of Traffic Violations).

Source of Variation

df

SS

MS

F value

p value*

Dependant Variable: Violations

 

 

 

 

 

 

 

 

 

 

 

Attention Category

1

18.324647

18.32465

4.9

0.029


Table D-6. T-test summary table for Driver Attentiveness (Number of Accidents).

Source of Variation

df

SS

MS

F value

p value*

Dependant Variable: Accidents

 

 

 

 

 

 

 

 

 

 

 

Attention Category

1

0.1762382

0.176238

0.08

0.7764


Table D-7. T-test summary table for Driver Attentiveness (Number of Illnesses).

Source of Variation

df

SS

MS

F value

p value*

Dependant Variable: Illness

 

 

 

 

 

 

 

 

 

 

 

Attention Category

1

0.2442525

0.244252

0.12

0.7337


Table D-8. T-test summary table for Driver Attentiveness (Daytime Sleepiness Rating).

Source of Variation

df

SS

MS

F value

p value*

Dependant Variable: Daytime Sleepiness Rating

 

 

 

 

 

 

 

 

 

 

 

Attention Category

1

16.615563

16.61556

3.61

0.0602


Table D-9. T-test summary table for Driver Attentiveness (Number of Hours of Sleep).

Source of Variation

df

SS

MS

F value

p value*

Dependant Variable: Number of Hours of Sleep

 

 

 

 

 

 

 

 

 

 

 

Attention Category

1

0.0491863

0.049186

0.05

0.8157


Table D-10. T-test summary table for Driver Attentiveness (Life Stress Score).

Source of Variation

df

SS

MS

F value

p value*

Dependant Variable: Life Stress Score

 

 

 

 

 

 

 

 

 

 

 

Attention Category

1

9824.6815

9824.682

0.8

0.3754


Table D-11. T-test summary table for driver attentiveness for Driver Behavior Questionnaire.

Source of Variation

df

SS

MS

F value

p value*

Dependant Variable: Aggression

 

 

 

 

 

 

 

 

 

 

 

Attention Category

1

123.64634

123.6463

0.57

0.4526


Table D-12. T-test summary table for driver attentiveness Driver Behavior Questionnaire.

Source of Variation

df

SS

MS

F value

p value*

Dependant Variable: Dislike of Driving

 

 

 

 

 

 

 

 

 

 

 

Attention Category

1

32.855265

32.85527

0.31

0.5785


Table D-13. T-test summary table for driver attentiveness Driver Behavior Questionnaire.

Source of Variation

df

SS

MS

F value

p value*

Dependant Variable: Hazard Monitoring

 

 

 

 

 

 

 

 

 

 

 

Attention Category

1

362.16148

362.1615

2.66

0.1057


Table D-14. T-test summary table for driver attentiveness for Driver Behavior Questionnaire.

Source of Variation

df

SS

MS

F value

p value*

Dependant Variable: Thrill-seeking

 

 

 

 

 

 

 

 

 

 

 

Attention Category

1

262.34811

262.3481

0.98

0.325


Table D-15. T-test summary table for driver attentiveness for Driver Behavior Questionnaire.

Source of Variation

df

SS

MS

F value

p value*

Dependant Variable: Drowsiness Proneness

 

 

 

 

 

 

 

 

 

 

 

Attention Category

1

202.42993

202.4299

1.15

0.2868


Table D-16. T-test summary table for driver attentiveness and the
Dula Dangerous Driving Questionnaire.

Source of Variation

df

SS

MS

F value

p value*

Dependant Variable: DDDI

 

 

 

 

 

 

 

 

 

 

 

Attention Category

1

117.71573

117.7157

0.94

0.3344


Table D-17. T-test summary table for driver attentiveness the
Dula Dangerous Driving Questionnaire.

Source of Variation

df

SS

MS

F value

p value*

Dependant Variable: Negative Emotion

 

 

 

 

 

 

 

 

 

 

 

Attention Category

1

15.387279

15.38728

0.66

0.4181


Table D-18. T-test summary table for driver attentiveness the
Dula Dangerous Driving Questionnaire.

Source of Variation

df

SS

MS

F value

p value*

Dependant Variable: Aggressive Driving

 

 

 

 

 

 

 

 

 

 

 

Attention Category

1

2.8125107

2.812511

0.19

0.6652

 

Table D-19. T-test summary table for driver attentiveness the
Dula Dangerous Driving Questionnaire.

Source of Variation

df

SS

MS

F value

p value*

Dependant Variable: Risky Driving

 

 

 

 

 

 

 

 

 

 

 

Attention Category

1

24.275174

24.27517

1.29

0.2587

 

Table D-20. T-test summary table for driver attentiveness for the
NEO Five-Factor Personality Inventory.

Source of Variation

df

SS

MS

F value

p value*

Dependant Variable: Neuroticism

 

 

 

 

 

 

 

 

 

 

 

Attention Category

1

734.107

734.107

2.75

0.1004

 

Table D-21. T-test summary table for driver attentiveness for the
NEO Five-Factor Personality Inventory.

Source of Variation

df

SS

MS

F value

p value*

Dependant Variable: Extroversion

 

 

 

 

 

 

 

 

 

 

 

Attention Category

1

976.01176

976.0118

7.03

0.0093

 

Table D-22. T-test summary table for driver attentiveness for the
NEO Five-Factor Personality Inventory.

Source of Variation

df

SS

MS

F value

p value*

Dependant Variable: Openness

 

 

 

 

 

 

 

 

 

 

 

Attention Category

1

537.18718

537.1872

4.03

0.0473

 

Table D-23. T-test summary table for driver attentiveness for the
NEO Five-Factor Personality Inventory.

Source of Variation

df

SS

MS

F value

p value*

Dependant Variable: Agreeableness

 

 

 

 

 

 

 

 

 

 

 

Attention Category

1

941.01129

941.0113

8.26

0.0049

 

Table D-24. T-test summary table for driver attentiveness for the
NEO Five-Factor Personality Inventory.

Source of Variation

df

SS

MS

F value

p value*

Dependant Variable: Conscientiousness

 

 

 

 

 

 

 

 

 

 

 

Attention Category

1

554.77672

554.7767

6.62

0.0115


Table D-25. T-test summary table for Driver Attentiveness.

Source of Variation

df

SS

MS

F value

p value*

Dependant Variable: Channel Capacity

 

 

 

 

 

 

 

 

 

 

 

Attention Category

1

0.4384058

0.438406

0.1

0.7526


Table D-26. T-test summary table for driver attentiveness for the
Waypoint Performance-Based Test.

Source of Variation

df

SS

MS

F value

p value*

Dependant Variable: Preventable Near-Crash/Crash Risk

 

 

 

 

 

 

 

 

 

 

 

Attention Category

1

1.0471015

1.047101

2.05

0.1555


Table D-27. T-test summary table for driver attentiveness for the
Waypoint Performance-Based Test.

Source of Variation

df

SS

MS

F value

p value*

Dependant Variable: Expected # of Moving Violations in the Next 5 Years

 

 

 

 

 

 

 

 

 

 

 

Attention Category

1

0.0036232

0.003623

0.01

0.9299


Table D-28. T-test summary table for driver attentiveness for the
Waypoint Performance-Based Test.

Source of Variation

df

SS

MS

F value

p value*

Dependant Variable: Expected Seat Belt Use

 

 

 

 

 

 

 

 

 

 

 

Attention Category

1

0.0664504

0.06645

0.57

0.4539


Table D-29. T-test summary table for driver attentiveness for the Useful Field of View Performance-Based Test.

Source of Variation

df

SS

MS

F value

p value*

Dependant Variable: UFOV

 

 

 

 

 

 

 

 

 

 

 

Attention Category

1

5.9753086

5.975309

1.39

0.2404

Analysis of Variance Tables for Driver Attentiveness

Table D-30. ANOVA summary table for Driver Attentiveness (Driver Age).

Source of Variation

df

SS

MS

F value

p value*

Dependant Variable: Age

 

 

 

 

 

 

 

 

 

 

 

Attention Category

2

2538.22963

1269.11481

6.77

0.0017


Table D-31. ANOVA summary table for Driver Attentiveness (Years of Driving Experience).

Source of Variation

df

SS

MS

F value

p value*

Dependant Variable: Experience

 

 

 

 

 

 

 

 

 

 

 

Attention Category

2

2858.6439

1429.322

7.69

0.0008


Table D-32. ANOVA summary table for Driver Attentiveness (Number of Traffic Violations).

Source of Variation

df

SS

MS

F value

p value*

Dependant Variable: Violations

 

 

 

 

 

 

 

 

 

 

 

Attention Category

2

38.949862

19.47493

5.54

0.0052

 
Table D-33. ANOVA summary table for Driver Attentiveness (Number of Accidents).

Source of Variation

df

SS

MS

F value

p value*

Dependant Variable: Accidents

 

 

 

 

 

 

 

 

 

 

 

Attention Category

2

19.292393

9.646197

4.88

0.0094


Table D-34. ANOVA summary table for Driver Attentiveness (Daytime Sleepiness Rating).

Source of Variation

df

SS

MS

F value

p value*

Dependant Variable: Daytime Sleepiness Rating

 

 

 

 

 

 

 

 

 

 

 

Attention Category

2

35.005781

17.50289

3.8

0.0255


Table D-35. ANOVA summary table for Driver Attentiveness (Hours of Sleep).

Source of Variation

df

SS

MS

F value

p value*

Dependant Variable: Hours of Sleep

 

 

 

 

 

 

 

 

 

 

 

Attention Category

2

1.1631296

0.581565

0.65

0.5258


Table D-36. ANOVA summary table for driver attentiveness for
Driver Behavior Questionnaire (Aggression).

Source of Variation

df

SS

MS

F value

p value*

Dependant Variable: Aggression

 

 

 

 

 

 

 

 

 

 

 

Attention Category

2

123.14055

61.57028

0.29

0.7522


Table D-37. ANOVA summary table for driver attentiveness for
Driver Behavior Questionnaire (Dislike).

Source of Variation

df

SS

MS

F value

p value*

Dependant Variable: Dislike of Driving

 

 

 

 

 

 

 

 

 

 

 

Attention Category

2

37.498264

18.74913

0.17

0.8405


Table D-38. ANOVA summary table for driver attentiveness for
Driver Behavior Questionnaire (Hazard).

Source of Variation

df

SS

MS

F value

p value*

Dependant Variable: Hazard Monitoring

 

 

 

 

 

 

 

 

 

 

 

Attention Category

2

791.19383

395.5969

2.9

0.0594


Table D-39. ANOVA summary table for driver attentiveness for
Driver Behavior Questionnaire (Thrill-seeking).

Source of Variation

df

SS

MS

F value

p value*

Dependant Variable: Thrill-seeking

 

 

 

 

 

 

 

 

 

 

 

Attention Category

2

224.13074

112.0654

0.41

0.6661


Table D-40. ANOVA summary table for Driver Attentiveness
Driver Behavior Questionnaire (Drowsiness).

Source of Variation

df

SS

MS

F value

p value*

Dependant Variable: Drowsiness Proneness

 

 

 

 

 

 

 

 

 

 

 

Attention Category

2

63.21934

31.60967

0.18

0.8377


Table D-41. ANOVA summary table for driver attentiveness for the
Dula Dangerous Driving Inventory (DDDI).

Source of Variation

df

SS

MS

F value

p value*

Dependant Variable: DDDI

 

 

 

 

 

 

 

 

 

 

 

Attention Category

2

368.34603

184.173

1.52

0.2238


Table D-42. ANOVA summary table for driver attentiveness for the
Dula Dangerous Driving Inventory (NE).

Source of Variation

df

SS

MS

F value

p value*

Dependant Variable: Negative Emotional

 

 

 

 

 

 

 

 

 

 

 

Attention Category

2

116.1119

58.05595

2.64

0.0762


Table D-43. ANOVA summary table for driver attentiveness for the
Dula Dangerous Driving Inventory (AD).

Source of Variation

df

SS

MS

F value

p value*

Dependant Variable: Aggressive Driving

 

 

 

 

 

 

 

 

 

 

 

Attention Category

2

4.8314514

2.415726

0.16

0.8501


Table D-44. ANOVA summary table for driver attentiveness for the
Dula Dangerous Driving Inventory (RD).

Source of Variation

df

SS

MS

F value

p value*

Dependant Variable: Risky Driving

 

 

 

 

 

 

 

 

 

 

 

Attention Category

2

46.012434

23.00622

1.21

0.3033


Table D-45. ANOVA summary table for driver attentiveness for the Useful Field of View.

Source of Variation

df

SS

MS

F value

p value*

Dependant Variable: UFOV

 

 

 

 

 

 

 

 

 

 

 

Attention Category

1

23.945798

11.9729

2.47

0.0887


Table D-46. ANOVA summary table for driver attentiveness for the
NEO Five-Factor Personality Inventory (N).

Source of Variation

df

SS

MS

F value

p value*

Dependant Variable: Neuroticism

 

 

 

 

 

 

 

 

 

 

 

Attention Category

2

544.88275

272.4414

1.05

0.3549


Table D-47. ANOVA summary table for driver attentiveness for the
NEO Five-Factor Personality Inventory (E).

Source of Variation

df

SS

MS

F value

p value*

Dependant Variable: Extroversion

 

 

 

 

 

 

 

 

 

 

 

Attention Category

2

531.03909

265.5195

1.96

0.1461

 
Table D-48. ANOVA summary table for driver attentiveness for the
NEO Five-Factor Personality Inventory (O).

Source of Variation

df

SS

MS

F value

p value*

Dependant Variable: Openness

 

 

 

 

 

 

 

 

 

 

 

Attention Category

2

258.81916

129.4096

0.96

0.3853


Table D-49. ANOVA summary table for driver attentiveness for the
NEO Five-Factor Personality Inventory (A).

Source of Variation

df

SS

MS

F value

p value*

Dependant Variable: Agreeableness

 

 

 

 

 

 

 

 

 

 

 

Attention Category

2

819.18283

409.5914

3.77

0.0261

 
Table D-50. ANOVA summary table for driver attentiveness for the
NEO Five-Factor Personality Inventory (C).

Source of Variation

df

SS

MS

F value

p value*

Dependant Variable: Consciousness

 

 

 

 

 

 

 

 

 

 

 

Attention Category

2

486.96632

243.4832

3.05

0.0512


Table D-51. ANOVA summary table for driver attentiveness for the waypoint performance-based test (channel 1).

Source of Variation

df

SS

MS

F value

p value*

Dependant Variable: Channel Capacity

 

 

 

 

 

 

 

 

 

 

 

Attention Category

2

6.0800916

3.040046

0.7

0.4968

 
Table D-52. ANOVA summary table for driver attentiveness for the waypoint performance-based test (pcr).

Source of Variation

df

SS

MS

F value

p value*

Dependant Variable: Preventable Near-Crash/Crash Risk

 

 

 

 

 

 

 

 

 

 

 

Attention Category

2

0.7911188

0.395559

0.79

0.4588


Table D-53. ANOVA summary table for driver attentiveness for the waypoint performance-based test (mvr).

Source of Variation

df

SS

MS

F value

p value*

Dependant Variable: Expected # of Moving Violations in the Next 5 Years

 

 

 

 

 

 

 

 

 

 

 

Attention Category

2

0.0735243

0.036762

0.08

0.9262


Table D-54. ANOVA summary table for driver attentiveness for the waypoint performance-based test (seatbelt).

Source of Variation

df

SS

MS

F value

p value*

Dependant Variable: Expected Seat Belt Use

 

 

 

 

 

 

 

 

 

 

 

Attention Category

2

0.1220738

0.061037

0.54

0.5835

Analysis of Variance Tables for Chapter 6

Table D-55. ANOVA summary table for eyeglance for total time eyes off the forward roadway.

Source of Variation

df

SS

MS

F value

p value*

Dependant Variable: Total Time

 

 

 

 

 

 

 

 

 

 

 

Severity

3

175.797

58.599

33.36

<.0001


Table D-56. ANOVA summary table for eyeglance for number of eyeglances.

Source of Variation

df

SS

MS

F value

p value*

Dependant Variable: Number of Glances

 

 

 

 

 

 

 

 

 

 

 

Severity

3

127.34777

42.44926

22.02

<.0001


Table D-57. ANOVA summary table for eyeglance for length of longest glance.

Source of Variation

df

SS

MS

F value

p value*

Dependant Variable: Length of Longest Glance

 

 

 

 

 

 

 

 

 

 

 

Severity

3

134.75325

44.91775

34.94

<.0001