Control model Mediataion
ALI
5/26/2021
| Variable | N | No TBI, N = 521 | Subconcussive, N = 1021 | Mild, N = 961 | Moderate to Severe, N = 111 |
|---|---|---|---|---|---|
| Age | 261 | ||||
| 18-24 | 8 (15%) | 30 (29%) | 14 (15%) | 1 (9.1%) | |
| 25-34 | 14 (27%) | 21 (21%) | 28 (29%) | 2 (18%) | |
| 35-44 | 11 (21%) | 20 (20%) | 26 (27%) | 6 (55%) | |
| 45-54 | 7 (13%) | 14 (14%) | 14 (15%) | 2 (18%) | |
| 55-64 | 4 (7.7%) | 8 (7.8%) | 12 (12%) | 0 (0%) | |
| 65-74 | 6 (12%) | 6 (5.9%) | 2 (2.1%) | 0 (0%) | |
| 75+ | 2 (3.8%) | 3 (2.9%) | 0 (0%) | 0 (0%) | |
| Gender | 261 | ||||
| Female | 34 (65%) | 59 (58%) | 66 (69%) | 6 (55%) | |
| Male | 18 (35%) | 42 (41%) | 30 (31%) | 5 (45%) | |
| Transgender | 0 (0%) | 1 (1.0%) | 0 (0%) | 0 (0%) | |
| Race | 261 | ||||
| White | 43 (83%) | 68 (67%) | 67 (70%) | 8 (73%) | |
| Black | 1 (1.9%) | 10 (9.8%) | 8 (8.3%) | 2 (18%) | |
| Hispanic | 4 (7.7%) | 15 (15%) | 16 (17%) | 1 (9.1%) | |
| Mixed | 4 (7.7%) | 9 (8.8%) | 5 (5.2%) | 0 (0%) | |
| Education | 261 | ||||
| Less than High School | 6 (12%) | 6 (5.9%) | 4 (4.2%) | 0 (0%) | |
| High School | 16 (31%) | 28 (27%) | 24 (25%) | 0 (0%) | |
| Some College | 12 (23%) | 20 (20%) | 34 (35%) | 3 (27%) | |
| More than College | 18 (35%) | 48 (47%) | 34 (35%) | 8 (73%) | |
| HHsize_cat | 261 | ||||
| 0 | 6 (12%) | 10 (9.8%) | 11 (11%) | 2 (18%) | |
| 1-5 | 43 (83%) | 83 (81%) | 78 (81%) | 9 (82%) | |
| 5+ | 3 (5.8%) | 9 (8.8%) | 7 (7.3%) | 0 (0%) | |
|
1
n (%)
|
|||||
| Characteristic | N = 2611 |
|---|---|
| Age | |
| 18-24 | 53 (20%) |
| 25-34 | 65 (25%) |
| 35-44 | 63 (24%) |
| 45-54 | 37 (14%) |
| 55-64 | 24 (9.2%) |
| 65-74 | 14 (5.4%) |
| 75+ | 5 (1.9%) |
| Gender | |
| Female | 165 (63%) |
| Male | 95 (36%) |
| Transgender | 1 (0.4%) |
| Race | |
| White | 186 (71%) |
| Black | 21 (8.0%) |
| Hispanic | 36 (14%) |
| Mixed | 18 (6.9%) |
| Education | |
| Less than High School | 16 (6.1%) |
| High School | 68 (26%) |
| Some College | 69 (26%) |
| More than College | 108 (41%) |
| HHsize_cat | |
| 0 | 29 (11%) |
| 1-5 | 213 (82%) |
| 5+ | 19 (7.3%) |
| TBIStatus | |
| No TBI | 52 (20%) |
| Subconcussive | 102 (39%) |
| Mild | 96 (37%) |
| Moderate to Severe | 11 (4.2%) |
|
1
n (%)
|
|
##
## Mediation Analysis with Control Variables
## ==================================================================================================
## Dependent variable:
## ----------------------------------------------------------------------
## QOLIE10 severe QOLIE10
## (1) (2) (3)
## --------------------------------------------------------------------------------------------------
## PHQ -2.31*** 0.28*** -1.81***
## (0.24) (0.05) (0.24)
##
## severe -1.75***
## (0.28)
##
## Age25-34 -0.94 0.43 -0.19
## (1.23) (0.26) (1.16)
##
## Age35-44 -0.94 0.92*** 0.68
## (1.29) (0.27) (1.23)
##
## Age45-54 0.75 0.29 1.26
## (1.45) (0.31) (1.35)
##
## Age55-64 4.46** -0.33 3.88*
## (1.68) (0.36) (1.56)
##
## Age65-74 5.07* 0.20 5.41**
## (1.98) (0.42) (1.85)
##
## Age75+ 5.40 -1.17 3.35
## (3.04) (0.65) (2.85)
##
## GenderMale 0.18 0.33 0.77
## (0.84) (0.18) (0.78)
##
## GenderTransgender -6.84 -1.19 -8.92
## (6.37) (1.35) (5.94)
##
## RaceBlack -4.33** 0.76* -2.99*
## (1.50) (0.32) (1.41)
##
## RaceHispanic 0.31 0.13 0.54
## (1.20) (0.25) (1.11)
##
## RaceMixed 1.23 0.35 1.84
## (1.59) (0.34) (1.48)
##
## EducationHigh School 2.18 -0.38 1.51
## (1.78) (0.38) (1.66)
##
## EducationSome College 0.13 -0.06 0.03
## (1.84) (0.39) (1.71)
##
## EducationMore than College 0.38 -0.30 -0.15
## (1.76) (0.37) (1.64)
##
## HHsize_cat1-5 -1.83 0.67* -0.66
## (1.28) (0.27) (1.20)
##
## HHsize_cat5+ 0.14 0.33 0.72
## (1.97) (0.42) (1.83)
##
## TBIStatusSubconcussive -2.05 0.56* -1.06
## (1.12) (0.24) (1.05)
##
## TBIStatusMild -2.86* 0.43 -2.11
## (1.15) (0.24) (1.08)
##
## TBIStatusModerate to Severe -3.35 0.90 -1.77
## (2.22) (0.47) (2.08)
##
## Constant 33.22*** 0.55 34.18***
## (2.49) (0.53) (2.32)
##
## --------------------------------------------------------------------------------------------------
## Observations 261 261 261
## R2 0.45 0.32 0.53
## Adjusted R2 0.41 0.27 0.49
## Residual Std. Error 6.25 (df = 240) 1.33 (df = 240) 5.81 (df = 239)
## F Statistic 10.01*** (df = 20; 240) 5.75*** (df = 20; 240) 12.84*** (df = 21; 239)
## ==================================================================================================
## Note: *p<0.05; **p<0.01; ***p<0.001##
## Mediation Analysis with Control Variables
## =================================================================================================
## Dependent variable:
## ---------------------------------------------------------------------
## QOLIE10 severe QOLIE10
## (1) (2) (3)
## -------------------------------------------------------------------------------------------------
## GAD2 -1.80*** 0.21*** -1.38***
## (0.24) (0.05) (0.23)
##
## severe -2.02***
## (0.29)
##
## Age25-34 -1.15 0.45 -0.24
## (1.31) (0.27) (1.20)
##
## Age35-44 -1.19 0.95*** 0.72
## (1.37) (0.28) (1.28)
##
## Age45-54 0.05 0.36 0.78
## (1.55) (0.32) (1.42)
##
## Age55-64 4.46* -0.35 3.76*
## (1.78) (0.37) (1.63)
##
## Age65-74 4.62* 0.24 5.11**
## (2.10) (0.43) (1.92)
##
## Age75+ 4.95 -1.14 2.63
## (3.24) (0.67) (2.97)
##
## GenderMale -0.54 0.42* 0.30
## (0.90) (0.18) (0.82)
##
## GenderTransgender -13.14 -0.44 -14.02*
## (6.75) (1.39) (6.16)
##
## RaceBlack -3.85* 0.70* -2.42
## (1.59) (0.33) (1.46)
##
## RaceHispanic -0.31 0.21 0.12
## (1.26) (0.26) (1.15)
##
## RaceMixed 0.48 0.44 1.37
## (1.68) (0.35) (1.54)
##
## EducationHigh School 1.69 -0.33 1.01
## (1.90) (0.39) (1.73)
##
## EducationSome College 0.38 -0.11 0.16
## (1.95) (0.40) (1.78)
##
## EducationMore than College 0.71 -0.36 -0.01
## (1.86) (0.38) (1.70)
##
## HHsize_cat1-5 -1.44 0.63* -0.17
## (1.36) (0.28) (1.25)
##
## HHsize_cat5+ -1.09 0.47 -0.13
## (2.09) (0.43) (1.91)
##
## TBIStatusSubconcussive -1.99 0.57* -0.84
## (1.19) (0.24) (1.10)
##
## TBIStatusMild -3.32** 0.50* -2.31*
## (1.22) (0.25) (1.12)
##
## TBIStatusModerate to Severe -4.73* 1.09* -2.53
## (2.33) (0.48) (2.15)
##
## Constant 32.06*** 0.77 33.61***
## (2.69) (0.55) (2.47)
##
## -------------------------------------------------------------------------------------------------
## Observations 261 261 261
## R2 0.39 0.29 0.49
## Adjusted R2 0.34 0.23 0.45
## Residual Std. Error 6.61 (df = 240) 1.36 (df = 240) 6.03 (df = 239)
## F Statistic 7.64*** (df = 20; 240) 4.90*** (df = 20; 240) 11.13*** (df = 21; 239)
## =================================================================================================
## Note: *p<0.05; **p<0.01; ***p<0.001##
## Mediation Analysis with Control Variables
## ================================================================================================
## Dependent variable:
## --------------------------------------------------------------------
## PCS severe PCS
## (1) (2) (3)
## ------------------------------------------------------------------------------------------------
## PHQ -3.18*** 0.28*** -2.91***
## (0.30) (0.05) (0.31)
##
## severe -0.97**
## (0.37)
##
## Age25-34 -1.26 0.43 -0.84
## (1.51) (0.26) (1.50)
##
## Age35-44 -0.46 0.92*** 0.43
## (1.57) (0.27) (1.59)
##
## Age45-54 -3.34 0.29 -3.06
## (1.77) (0.31) (1.75)
##
## Age55-64 1.81 -0.33 1.49
## (2.04) (0.36) (2.02)
##
## Age65-74 -0.31 0.20 -0.11
## (2.42) (0.42) (2.39)
##
## Age75+ -0.82 -1.17 -1.96
## (3.71) (0.65) (3.69)
##
## GenderMale 0.72 0.33 1.04
## (1.02) (0.18) (1.02)
##
## GenderTransgender -5.26 -1.19 -6.41
## (7.77) (1.35) (7.68)
##
## RaceBlack -1.43 0.76* -0.69
## (1.83) (0.32) (1.83)
##
## RaceHispanic -1.44 0.13 -1.31
## (1.46) (0.25) (1.44)
##
## RaceMixed -2.91 0.35 -2.57
## (1.94) (0.34) (1.92)
##
## EducationHigh School 3.28 -0.38 2.91
## (2.18) (0.38) (2.15)
##
## EducationSome College 2.81 -0.06 2.75
## (2.24) (0.39) (2.21)
##
## EducationMore than College 1.28 -0.30 0.99
## (2.14) (0.37) (2.12)
##
## HHsize_cat1-5 0.11 0.67* 0.76
## (1.56) (0.27) (1.56)
##
## HHsize_cat5+ 4.61 0.33 4.93*
## (2.40) (0.42) (2.37)
##
## TBIStatusSubconcussive -2.81* 0.56* -2.26
## (1.36) (0.24) (1.36)
##
## TBIStatusMild -4.15** 0.43 -3.73**
## (1.40) (0.24) (1.39)
##
## TBIStatusModerate to Severe 0.87 0.90 1.74
## (2.70) (0.47) (2.69)
##
## Constant 65.65*** 0.55 66.19***
## (3.04) (0.53) (3.01)
##
## ------------------------------------------------------------------------------------------------
## Observations 261 261 261
## R2 0.44 0.32 0.45
## Adjusted R2 0.39 0.27 0.41
## Residual Std. Error 7.62 (df = 240) 1.33 (df = 240) 7.52 (df = 239)
## F Statistic 9.36*** (df = 20; 240) 5.75*** (df = 20; 240) 9.47*** (df = 21; 239)
## ================================================================================================
## Note: *p<0.05; **p<0.01; ***p<0.001##
## Mediation Analysis with Control Variables
## ================================================================================================
## Dependent variable:
## --------------------------------------------------------------------
## PCS severe PCS
## (1) (2) (3)
## ------------------------------------------------------------------------------------------------
## GAD2 -2.75*** 0.21*** -2.48***
## (0.29) (0.05) (0.30)
##
## severe -1.32***
## (0.37)
##
## Age25-34 -1.62 0.45 -1.03
## (1.56) (0.27) (1.54)
##
## Age35-44 -0.93 0.95*** 0.31
## (1.64) (0.28) (1.63)
##
## Age45-54 -4.59* 0.36 -4.11*
## (1.85) (0.32) (1.82)
##
## Age55-64 1.44 -0.35 0.99
## (2.13) (0.37) (2.09)
##
## Age65-74 -1.09 0.24 -0.77
## (2.51) (0.43) (2.45)
##
## Age75+ -2.00 -1.14 -3.50
## (3.87) (0.67) (3.80)
##
## GenderMale -0.42 0.42* 0.12
## (1.07) (0.18) (1.06)
##
## GenderTransgender -14.48 -0.44 -15.06
## (8.07) (1.39) (7.88)
##
## RaceBlack -0.76 0.70* 0.17
## (1.90) (0.33) (1.87)
##
## RaceHispanic -2.21 0.21 -1.92
## (1.51) (0.26) (1.47)
##
## RaceMixed -3.93 0.44 -3.36
## (2.01) (0.35) (1.97)
##
## EducationHigh School 2.31 -0.33 1.87
## (2.27) (0.39) (2.22)
##
## EducationSome College 2.74 -0.11 2.60
## (2.33) (0.40) (2.28)
##
## EducationMore than College 1.48 -0.36 1.01
## (2.23) (0.38) (2.18)
##
## HHsize_cat1-5 0.74 0.63* 1.56
## (1.62) (0.28) (1.60)
##
## HHsize_cat5+ 2.74 0.47 3.36
## (2.50) (0.43) (2.45)
##
## TBIStatusSubconcussive -2.46 0.57* -1.71
## (1.42) (0.24) (1.40)
##
## TBIStatusMild -4.49** 0.50* -3.83**
## (1.45) (0.25) (1.43)
##
## TBIStatusModerate to Severe -0.59 1.09* 0.84
## (2.78) (0.48) (2.75)
##
## Constant 65.61*** 0.77 66.62***
## (3.22) (0.55) (3.16)
##
## ------------------------------------------------------------------------------------------------
## Observations 261 261 261
## R2 0.39 0.29 0.43
## Adjusted R2 0.34 0.23 0.38
## Residual Std. Error 7.91 (df = 240) 1.36 (df = 240) 7.72 (df = 239)
## F Statistic 7.82*** (df = 20; 240) 4.90*** (df = 20; 240) 8.43*** (df = 21; 239)
## ================================================================================================
## Note: *p<0.05; **p<0.01; ***p<0.001##
## Mediation Analysis with Control Variables
## =================================================================================================
## Dependent variable:
## ---------------------------------------------------------------------
## MCS severe MCS
## (1) (2) (3)
## -------------------------------------------------------------------------------------------------
## PHQ -3.16*** 0.28*** -2.51***
## (0.33) (0.05) (0.33)
##
## severe -2.30***
## (0.38)
##
## Age25-34 -1.89 0.43 -0.90
## (1.66) (0.26) (1.56)
##
## Age35-44 -3.70* 0.92*** -1.58
## (1.74) (0.27) (1.66)
##
## Age45-54 -5.21** 0.29 -4.54*
## (1.96) (0.31) (1.83)
##
## Age55-64 -1.24 -0.33 -1.99
## (2.26) (0.36) (2.12)
##
## Age65-74 -0.14 0.20 0.31
## (2.67) (0.42) (2.50)
##
## Age75+ -1.70 -1.17 -4.40
## (4.10) (0.65) (3.86)
##
## GenderMale 0.38 0.33 1.14
## (1.13) (0.18) (1.06)
##
## GenderTransgender -17.69* -1.19 -20.43*
## (8.59) (1.35) (8.04)
##
## RaceBlack -2.78 0.76* -1.02
## (2.02) (0.32) (1.91)
##
## RaceHispanic -0.54 0.13 -0.23
## (1.61) (0.25) (1.51)
##
## RaceMixed -4.09 0.35 -3.29
## (2.15) (0.34) (2.01)
##
## EducationHigh School 1.31 -0.38 0.43
## (2.41) (0.38) (2.25)
##
## EducationSome College 0.95 -0.06 0.82
## (2.48) (0.39) (2.32)
##
## EducationMore than College -0.39 -0.30 -1.09
## (2.37) (0.37) (2.22)
##
## HHsize_cat1-5 -0.19 0.67* 1.35
## (1.72) (0.27) (1.63)
##
## HHsize_cat5+ 2.07 0.33 2.84
## (2.66) (0.42) (2.48)
##
## TBIStatusSubconcussive -2.91 0.56* -1.61
## (1.50) (0.24) (1.42)
##
## TBIStatusMild -4.09** 0.43 -3.10*
## (1.55) (0.24) (1.46)
##
## TBIStatusModerate to Severe -2.87 0.90 -0.80
## (2.99) (0.47) (2.81)
##
## Constant 67.94*** 0.55 69.21***
## (3.36) (0.53) (3.15)
##
## -------------------------------------------------------------------------------------------------
## Observations 261 261 261
## R2 0.39 0.32 0.47
## Adjusted R2 0.34 0.27 0.43
## Residual Std. Error 8.43 (df = 240) 1.33 (df = 240) 7.87 (df = 239)
## F Statistic 7.74*** (df = 20; 240) 5.75*** (df = 20; 240) 10.16*** (df = 21; 239)
## =================================================================================================
## Note: *p<0.05; **p<0.01; ***p<0.001##
## Mediation Analysis with Control Variables
## ================================================================================================
## Dependent variable:
## --------------------------------------------------------------------
## MCS severe MCS
## (1) (2) (3)
## ------------------------------------------------------------------------------------------------
## GAD2 -2.53*** 0.21*** -1.98***
## (0.33) (0.05) (0.31)
##
## severe -2.65***
## (0.39)
##
## Age25-34 -2.19 0.45 -0.99
## (1.75) (0.27) (1.62)
##
## Age35-44 -4.08* 0.95*** -1.58
## (1.83) (0.28) (1.72)
##
## Age45-54 -6.24** 0.36 -5.28**
## (2.08) (0.32) (1.91)
##
## Age55-64 -1.33 -0.35 -2.25
## (2.39) (0.37) (2.20)
##
## Age65-74 -0.79 0.24 -0.15
## (2.82) (0.43) (2.58)
##
## Age75+ -2.48 -1.14 -5.50
## (4.34) (0.67) (4.00)
##
## GenderMale -0.65 0.42* 0.45
## (1.20) (0.18) (1.11)
##
## GenderTransgender -26.45** -0.44 -27.61**
## (9.05) (1.39) (8.30)
##
## RaceBlack -2.12 0.70* -0.25
## (2.13) (0.33) (1.97)
##
## RaceHispanic -1.36 0.21 -0.80
## (1.69) (0.26) (1.55)
##
## RaceMixed -5.11* 0.44 -3.95
## (2.26) (0.35) (2.07)
##
## EducationHigh School 0.56 -0.33 -0.33
## (2.55) (0.39) (2.34)
##
## EducationSome College 1.18 -0.11 0.89
## (2.62) (0.40) (2.40)
##
## EducationMore than College -0.004 -0.36 -0.95
## (2.50) (0.38) (2.29)
##
## HHsize_cat1-5 0.37 0.63* 2.02
## (1.82) (0.28) (1.68)
##
## HHsize_cat5+ 0.35 0.47 1.60
## (2.80) (0.43) (2.57)
##
## TBIStatusSubconcussive -2.76 0.57* -1.25
## (1.60) (0.24) (1.48)
##
## TBIStatusMild -4.64** 0.50* -3.31*
## (1.63) (0.25) (1.51)
##
## TBIStatusModerate to Severe -4.64 1.09* -1.76
## (3.12) (0.48) (2.89)
##
## Constant 66.77*** 0.77 68.80***
## (3.61) (0.55) (3.32)
##
## ------------------------------------------------------------------------------------------------
## Observations 261 261 261
## R2 0.33 0.29 0.44
## Adjusted R2 0.27 0.23 0.39
## Residual Std. Error 8.87 (df = 240) 1.36 (df = 240) 8.12 (df = 239)
## F Statistic 5.82*** (df = 20; 240) 4.90*** (df = 20; 240) 8.85*** (df = 21; 239)
## ================================================================================================
## Note: *p<0.05; **p<0.01; ***p<0.001