ChIPS ‘Gender attitudes and intergroup behavior among diverse young children’ Revision 2

Probing for Group Differences in same and other Gender Attitudes

For each analysis, an ANCOVA is conducting covarying age in order to remain consistent with our preregistered analyses. For each new predictor variable (e.g., “parent education level”), two separate ANCOVAs are conducted; first with same gender attitudes as the outcome, then with other gender attitudes as the outcome.

Parent Level Predictors

Parent Education Level

ANCOVA covarying age for Same Gender Attitudes

Same Gender ANCOVA
term sumsq df statistic p.value
(Intercept) 99.6529 1 67.3355 0.0000
ageAtTest 6.0365 1 4.0788 0.0439
C_Sex_comb 0.4979 1 0.3364 0.5621
P_Edu_comb 0.0421 1 0.0285 0.8661
C_Sex_comb:P_Edu_comb 1.5614 1 1.0550 0.3048
Residuals 815.4508 551 NA NA
Partial Eta Squared for Same Gender ANCOVA
  eta.sq eta.sq.part
ageAtTest 0.007 0.007
C_Sex_comb 0.001 0.001
P_Edu_comb 0.000 0.000
C_Sex_comb:P_Edu_comb 0.002 0.002

ANCOVA covarying age for Other Gender Attitudes

Other Gender ANCOVA
term sumsq df statistic p.value
(Intercept) 139.0123 1 64.0974 0.0000
ageAtTest 0.5150 1 0.2374 0.6263
C_Sex_comb 0.1684 1 0.0777 0.7806
P_Edu_comb 2.7419 1 1.2642 0.2614
C_Sex_comb:P_Edu_comb 0.3721 1 0.1716 0.6789
Residuals 1149.4464 530 NA NA
Partial Eta Squared for Other Gender ANCOVA
  eta.sq eta.sq.part
ageAtTest 0.000 0.000
C_Sex_comb 0.000 0.000
P_Edu_comb 0.002 0.002
C_Sex_comb:P_Edu_comb 0.000 0.000

Parent Income Level

ANCOVA covarying age for Same Gender Attitudes

Same Gender ANCOVA
term sumsq df statistic p.value
(Intercept) 164.4386 1 114.1763 0.0000
ageAtTest 5.1669 1 3.5876 0.0587
C_Sex_comb 7.3484 1 5.1023 0.0243
P_Income1_comb 2.6670 4 0.4629 0.7629
C_Sex_comb:P_Income1_comb 0.6792 4 0.1179 0.9761
Residuals 777.7168 540 NA NA
Partial Eta Squared for Same Gender ANCOVA
  eta.sq eta.sq.part
ageAtTest 0.006 0.007
C_Sex_comb 0.009 0.009
P_Income1_comb 0.003 0.003
C_Sex_comb:P_Income1_comb 0.001 0.001

ANCOVA covarying age for Other Gender Attitudes

Other Gender ANCOVA
term sumsq df statistic p.value
(Intercept) 185.0462 1 87.7801 0.0000
ageAtTest 0.1260 1 0.0598 0.8070
C_Sex_comb 11.5077 1 5.4589 0.0198
P_Income1_comb 14.1983 4 1.6838 0.1523
C_Sex_comb:P_Income1_comb 8.6296 4 1.0234 0.3946
Residuals 1096.1943 520 NA NA
Partial Eta Squared for Other Gender ANCOVA
  eta.sq eta.sq.part
ageAtTest 0.000 0.000
C_Sex_comb 0.010 0.010
P_Income1_comb 0.012 0.013
C_Sex_comb:P_Income1_comb 0.008 0.008

Parent Political Orientation

ANCOVA covarying age for Same Gender Attitudes

Same Gender ANCOVA
term sumsq df statistic p.value
(Intercept) 127.5576 1 86.6989 0.0000
ageAtTest 8.8080 1 5.9867 0.0147
C_Sex_comb 0.4421 1 0.3005 0.5838
P_Politcal_comb 1.9230 1 1.3070 0.2535
C_Sex_comb:P_Politcal_comb 0.7495 1 0.5095 0.4757
Residuals 759.1764 516 NA NA
Partial Eta Squared for Same Gender ANCOVA
  eta.sq eta.sq.part
ageAtTest 0.011 0.011
C_Sex_comb 0.001 0.001
P_Politcal_comb 0.002 0.003
C_Sex_comb:P_Politcal_comb 0.001 0.001

ANCOVA covarying age for Other Gender Attitudes

Other Gender ANCOVA
term sumsq df statistic p.value
(Intercept) 167.2100 1 77.6006 0.0000
ageAtTest 0.2419 1 0.1123 0.7377
C_Sex_comb 4.3283 1 2.0087 0.1570
P_Politcal_comb 0.2001 1 0.0929 0.7607
C_Sex_comb:P_Politcal_comb 0.0157 1 0.0073 0.9321
Residuals 1070.9113 497 NA NA
Partial Eta Squared for Other Gender ANCOVA
  eta.sq eta.sq.part
ageAtTest 0.000 0.000
C_Sex_comb 0.004 0.004
P_Politcal_comb 0.000 0.000
C_Sex_comb:P_Politcal_comb 0.000 0.000

Zipcode Level Predictors

Average median income by zipcode

ANCOVA covarying age for Same Gender Attitudes

Same Gender ANCOVA
term sumsq meansq NumDF DenDF statistic p.value
ageAtTest 4.3202 4.3202 1 501.4404 3.7065 0.0548
C_Sex_comb 0.0179 0.0179 1 518.1352 0.0154 0.9013
med_fam_inc_all 0.0641 0.0641 1 35.1713 0.0550 0.8159
C_Sex_comb:med_fam_inc_all 0.7460 0.7460 1 493.7930 0.6400 0.4241
Partial Eta Squared for Same Gender ANCOVA
  etasq partial.etasq
ageAtTest 0.007 0.007
C_Sex_comb 0.000 0.000
med_fam_inc_all 0.000 0.000
C_Sex_comb:med_fam_inc_all 0.001 0.001
…5 NA NA

ANCOVA covarying age for Other Gender Attitudes

Other Gender ANCOVA
term sumsq meansq NumDF DenDF statistic p.value
ageAtTest 0.4113 0.4113 1 523.5368 0.2502 0.6172
C_Sex_comb 6.4175 6.4175 1 516.0316 3.9037 0.0487
med_fam_inc_all 0.0164 0.0164 1 39.1894 0.0100 0.9208
C_Sex_comb:med_fam_inc_all 1.2391 1.2391 1 512.0572 0.7538 0.3857
Partial Eta Squared for Other Gender ANCOVA
  etasq partial.etasq
ageAtTest 0.001 0.001
C_Sex_comb 0.008 0.008
med_fam_inc_all 0.000 0.000
C_Sex_comb:med_fam_inc_all 0.002 0.002
…5 NA NA

GINI Index (representing wealth inequality by zipcode)

ANCOVA covarying age for Same Gender Attitudes

Same Gender ANCOVA
term sumsq meansq NumDF DenDF statistic p.value
ageAtTest 6.6630 6.6630 1 551.4398 4.5492 0.0334
C_Sex_comb 1.2714 1.2714 1 554.4957 0.8681 0.3519
gini_index 0.2382 0.2382 1 50.4273 0.1626 0.6885
C_Sex_comb:gini_index 0.6656 0.6656 1 554.6702 0.4544 0.5005
Partial Eta Squared for Same Gender ANCOVA
  etasq partial.etasq
ageAtTest 0.008 0.008
C_Sex_comb 0.002 0.002
gini_index 0.000 0.000
C_Sex_comb:gini_index 0.001 0.001
…5 NA NA

ANCOVA covarying age for Other Gender Attitudes

Other Gender ANCOVA
term sumsq meansq NumDF DenDF statistic p.value
ageAtTest 0.8821 0.8821 1 530.595 0.4251 0.5147
C_Sex_comb 6.6375 6.6375 1 478.515 3.1987 0.0743
gini_index 0.3192 0.3192 1 83.240 0.1538 0.6959
C_Sex_comb:gini_index 10.2443 10.2443 1 480.170 4.9368 0.0268
Partial Eta Squared for Other Gender ANCOVA
  etasq partial.etasq
ageAtTest 0.001 0.001
C_Sex_comb 0.006 0.006
gini_index 0.000 0.000
C_Sex_comb:gini_index 0.009 0.009
…5 NA NA 
## SIMPLE SLOPES ANALYSIS 
## 
## Slope of gini_index when C_Sex_comb = female: 
## 
##    Est.   S.E.   t val.      p
## ------- ------ -------- ------
##   -2.20   1.93    -1.14   0.26
## 
## Slope of gini_index when C_Sex_comb = male: 
## 
##   Est.   S.E.   t val.      p
## ------ ------ -------- ------
##   3.60   1.83     1.97   0.05

Health Insurance coverage by zipcode

ANCOVA covarying age for Same Gender Attitudes

Same Gender ANCOVA
term sumsq meansq NumDF DenDF statistic p.value
ageAtTest 5.3157 5.3157 1 546.9940 4.5503 0.0334
C_Sex_comb 0.5556 0.5556 1 556.7879 0.4756 0.4907
health_ins_all 0.4870 0.4870 1 36.8936 0.4169 0.5225
C_Sex_comb:health_ins_all 3.0166 3.0166 1 537.1579 2.5823 0.1087
Partial Eta Squared for Same Gender ANCOVA
  etasq partial.etasq
ageAtTest 0.009 0.009
C_Sex_comb 0.001 0.001
health_ins_all 0.001 0.001
C_Sex_comb:health_ins_all 0.005 0.005
…5 NA NA

ANCOVA covarying age for Other Gender Attitudes

Other Gender ANCOVA
term sumsq meansq NumDF DenDF statistic p.value
ageAtTest 0.2933 0.2933 1 491.3581 0.1769 0.6742
C_Sex_comb 2.8938 2.8938 1 23.6728 1.7452 0.1991
health_ins_all 0.0439 0.0439 1 5.8903 0.0265 0.8762
C_Sex_comb:health_ins_all 0.0026 0.0026 1 275.3502 0.0016 0.9682
Partial Eta Squared for Other Gender ANCOVA
  etasq partial.etasq
ageAtTest 0.000 0.000
C_Sex_comb 0.004 0.004
health_ins_all 0.000 0.000
C_Sex_comb:health_ins_all 0.000 0.000
…5 NA NA

Males that did not receive HS diploma by zipcode

ANCOVA covarying age for Same Gender Attitudes

Same Gender ANCOVA
term sumsq meansq NumDF DenDF statistic p.value
ageAtTest 5.0721 5.0721 1 530.791 3.9186 0.0483
C_Sex_comb 0.5847 0.5847 1 514.544 0.4517 0.5018
hs_dip_all_m 1.8516 1.8516 1 41.568 1.4305 0.2385
C_Sex_comb:hs_dip_all_m 0.6136 0.6136 1 550.413 0.4740 0.4914
Partial Eta Squared for Same Gender ANCOVA
  etasq partial.etasq
ageAtTest 0.007 0.008
C_Sex_comb 0.001 0.001
hs_dip_all_m 0.003 0.003
C_Sex_comb:hs_dip_all_m 0.001 0.001
…5 NA NA

ANCOVA covarying age for Other Gender Attitudes

Other Gender ANCOVA
term sumsq meansq NumDF DenDF statistic p.value
ageAtTest 0.5958 0.5958 1 518.7610 0.3149 0.5750
C_Sex_comb 13.7926 13.7926 1 473.6159 7.2882 0.0072
hs_dip_all_m 0.0271 0.0271 1 15.0908 0.0143 0.9064
C_Sex_comb:hs_dip_all_m 2.0913 2.0913 1 369.8905 1.1051 0.2938
Partial Eta Squared for Other Gender ANCOVA
  etasq partial.etasq
ageAtTest 0.001 0.001
C_Sex_comb 0.014 0.014
hs_dip_all_m 0.000 0.000
C_Sex_comb:hs_dip_all_m 0.002 0.002
…5 NA NA

Females that did not receive HS diploma by zipcode

ANCOVA covarying age for Same Gender Attitudes

Same Gender ANCOVA
term sumsq meansq NumDF DenDF statistic p.value
ageAtTest 4.8730 4.8730 1 518.9285 3.7463 0.0535
C_Sex_comb 0.8982 0.8982 1 519.7833 0.6905 0.4064
hs_dip_all_f 1.6448 1.6448 1 42.3475 1.2645 0.2671
C_Sex_comb:hs_dip_all_f 0.3559 0.3559 1 543.6472 0.2736 0.6011
Partial Eta Squared for Same Gender ANCOVA
  etasq partial.etasq
ageAtTest 0.007 0.007
C_Sex_comb 0.001 0.001
hs_dip_all_f 0.002 0.002
C_Sex_comb:hs_dip_all_f 0.001 0.001
…5 NA NA

ANCOVA covarying age for Other Gender Attitudes

Other Gender ANCOVA
term sumsq meansq NumDF DenDF statistic p.value
ageAtTest 0.7603 0.7603 1 506.9973 0.4040 0.5253
C_Sex_comb 11.3602 11.3602 1 481.3885 6.0371 0.0144
hs_dip_all_f 0.0909 0.0909 1 12.0715 0.0483 0.8297
C_Sex_comb:hs_dip_all_f 1.3550 1.3550 1 344.8871 0.7201 0.3967
Partial Eta Squared for Other Gender ANCOVA
  etasq partial.etasq
ageAtTest 0.001 0.001
C_Sex_comb 0.012 0.012
hs_dip_all_f 0.000 0.000
C_Sex_comb:hs_dip_all_f 0.001 0.001
…5 NA NA

Males unemployed by zipcode

ANCOVA covarying age for Same Gender Attitudes

Same Gender ANCOVA
term sumsq meansq NumDF DenDF statistic p.value
ageAtTest 5.5682 5.5682 1 542.0709 4.1870 0.0412
C_Sex_comb 0.9027 0.9027 1 518.2529 0.6788 0.4104
unemp_all_m 0.2681 0.2681 1 21.8262 0.2016 0.6579
C_Sex_comb:unemp_all_m 0.3452 0.3452 1 513.3477 0.2596 0.6106
Partial Eta Squared for Same Gender ANCOVA
  etasq partial.etasq
ageAtTest 0.008 0.008
C_Sex_comb 0.001 0.001
unemp_all_m 0.000 0.000
C_Sex_comb:unemp_all_m 0.000 0.000
…5 NA NA

ANCOVA covarying age for Other Gender Attitudes

Other Gender ANCOVA
term sumsq meansq NumDF DenDF statistic p.value
ageAtTest 0.4839 0.4839 1 523.4000 0.2561 0.6130
C_Sex_comb 5.8794 5.8794 1 514.3395 3.1122 0.0783
unemp_all_m 0.0455 0.0455 1 34.5847 0.0241 0.8776
C_Sex_comb:unemp_all_m 0.0384 0.0384 1 504.7047 0.0203 0.8867
Partial Eta Squared for Other Gender ANCOVA
  etasq partial.etasq
ageAtTest 0.001 0.001
C_Sex_comb 0.006 0.006
unemp_all_m 0.000 0.000
C_Sex_comb:unemp_all_m 0.000 0.000
…5 NA NA

Females unemployed by zipcode

ANCOVA covarying age for Same Gender Attitudes

Same Gender ANCOVA
term sumsq meansq NumDF DenDF statistic p.value
ageAtTest 6.4734 6.4734 1 534.8681 4.8747 0.0277
C_Sex_comb 1.6413 1.6413 1 488.0882 1.2359 0.2668
unemp_all_f 2.0260 2.0260 1 29.1496 1.5256 0.2266
C_Sex_comb:unemp_all_f 0.1570 0.1570 1 510.3028 0.1183 0.7311
Partial Eta Squared for Same Gender ANCOVA
  etasq partial.etasq
ageAtTest 0.009 0.009
C_Sex_comb 0.002 0.002
unemp_all_f 0.003 0.003
C_Sex_comb:unemp_all_f 0.000 0.000
…5 NA NA

ANCOVA covarying age for Other Gender Attitudes

Other Gender ANCOVA
term sumsq meansq NumDF DenDF statistic p.value
ageAtTest 0.3208 0.3208 1 531.5034 0.1726 0.6780
C_Sex_comb 4.4073 4.4073 1 486.0075 2.3717 0.1242
unemp_all_f 0.0937 0.0937 1 18.7012 0.0504 0.8247
C_Sex_comb:unemp_all_f 0.2765 0.2765 1 411.6042 0.1488 0.6999
Partial Eta Squared for Other Gender ANCOVA
  etasq partial.etasq
ageAtTest 0.000 0.000
C_Sex_comb 0.005 0.005
unemp_all_f 0.000 0.000
C_Sex_comb:unemp_all_f 0.000 0.000
…5 NA NA

Median Rent 2012-2016 by zipcode

ANCOVA covarying age for Same Gender Attitudes

Same Gender ANCOVA
term sumsq meansq NumDF DenDF statistic p.value
ageAtTest 7.4288 7.4288 1 553.6847 5.2379 0.0225
C_Sex_comb 0.8350 0.8350 1 382.0488 0.5888 0.4434
Median_Rent_2012-16 2.0204 2.0204 1 63.8756 1.4245 0.2371
C_Sex_comb:Median_Rent_2012-16 2.1945 2.1945 1 381.1629 1.5473 0.2143
Partial Eta Squared for Same Gender ANCOVA
  etasq partial.etasq
ageAtTest 0.010 0.010
C_Sex_comb 0.001 0.001
Median_Rent_2012-16 0.003 0.003
C_Sex_comb:Median_Rent_2012-16 0.003 0.003
…5 NA NA

ANCOVA covarying age for Other Gender Attitudes

Other Gender ANCOVA
term sumsq meansq NumDF DenDF statistic p.value
ageAtTest 0.6171 0.6171 1 527.2403 0.2989 0.5848
C_Sex_comb 13.9951 13.9951 1 345.2454 6.7778 0.0096
Median_Rent_2012-16 0.7851 0.7851 1 46.9192 0.3802 0.5405
C_Sex_comb:Median_Rent_2012-16 7.6617 7.6617 1 341.2986 3.7105 0.0549
Partial Eta Squared for Other Gender ANCOVA
  etasq partial.etasq
ageAtTest 0.001 0.001
C_Sex_comb 0.013 0.013
Median_Rent_2012-16 0.001 0.001
C_Sex_comb:Median_Rent_2012-16 0.007 0.007
…5 NA NA 
## SIMPLE SLOPES ANALYSIS 
## 
## Slope of Median_Rent_2012-16 when C_Sex_comb = female: 
## 
##   Est.   S.E.   t val.      p
## ------ ------ -------- ------
##   0.00   0.00     1.83   0.07
## 
## Slope of Median_Rent_2012-16 when C_Sex_comb = male: 
## 
##    Est.   S.E.   t val.      p
## ------- ------ -------- ------
##   -0.00   0.00    -0.92   0.36

Poverty Rate 2012-2016 by zipcode

ANCOVA covarying age for Same Gender Attitudes

Same Gender ANCOVA
term sumsq meansq NumDF DenDF statistic p.value
ageAtTest 7.8078 7.8078 1 538.668 5.3255 0.0214
C_Sex_comb 0.2285 0.2285 1 540.152 0.1558 0.6932
Poverty_Rate_in_2012-16 1.6395 1.6395 1 221.192 1.1183 0.2914
C_Sex_comb:Poverty_Rate_in_2012-16 1.2966 1.2966 1 536.695 0.8844 0.3474
Partial Eta Squared for Same Gender ANCOVA
  etasq partial.etasq
ageAtTest 0.009 0.010
C_Sex_comb 0.000 0.000
Poverty_Rate_in_2012-16 0.002 0.002
C_Sex_comb:Poverty_Rate_in_2012-16 0.002 0.002
…5 NA NA

ANCOVA covarying age for Other Gender Attitudes

Other Gender ANCOVA
term sumsq meansq NumDF DenDF statistic p.value
ageAtTest 1.3421 1.3421 1 523.558 0.6429 0.4230
C_Sex_comb 2.1203 2.1203 1 531.096 1.0157 0.3140
Poverty_Rate_in_2012-16 1.2793 1.2793 1 302.052 0.6128 0.4343
C_Sex_comb:Poverty_Rate_in_2012-16 7.3997 7.3997 1 514.447 3.5447 0.0603
Partial Eta Squared for Other Gender ANCOVA
  etasq partial.etasq
ageAtTest 0.001 0.001
C_Sex_comb 0.002 0.002
Poverty_Rate_in_2012-16 0.001 0.001
C_Sex_comb:Poverty_Rate_in_2012-16 0.007 0.007
…5 NA NA 
## SIMPLE SLOPES ANALYSIS 
## 
## Slope of Poverty_Rate_in_2012-16 when C_Sex_comb = female: 
## 
##    Est.   S.E.   t val.      p
## ------- ------ -------- ------
##   -6.03   3.24    -1.86   0.06
## 
## Slope of Poverty_Rate_in_2012-16 when C_Sex_comb = male: 
## 
##   Est.   S.E.   t val.      p
## ------ ------ -------- ------
##   2.42   3.20     0.76   0.45

Fraction College Graduates 2012-2016 by zipcode

ANCOVA covarying age for Same Gender Attitudes

Same Gender ANCOVA
term sumsq meansq NumDF DenDF statistic p.value
ageAtTest 6.8384 6.8384 1 555 4.6477 0.0315
C_Sex_comb 3.5603 3.5603 1 555 2.4197 0.1204
Fraction_College_Graduates_in_2012-16 0.4790 0.4790 1 555 0.3256 0.5685
C_Sex_comb:Fraction_College_Graduates_in_2012-16 1.7730 1.7730 1 555 1.2050 0.2728
Partial Eta Squared for Same Gender ANCOVA
  etasq partial.etasq
ageAtTest 0.008 0.008
C_Sex_comb 0.004 0.004
Fraction_College_Graduates_in_2012-16 0.001 0.001
C_Sex_comb:Fraction_College_Graduates_in_2012-16 0.002 0.002
…5 NA NA

ANCOVA covarying age for Other Gender Attitudes

Other Gender ANCOVA
term sumsq meansq NumDF DenDF statistic p.value
ageAtTest 0.5646 0.5646 1 521.635 0.2680 0.6049
C_Sex_comb 0.0026 0.0026 1 494.471 0.0012 0.9721
Fraction_College_Graduates_in_2012-16 2.4367 2.4367 1 123.461 1.1564 0.2843
C_Sex_comb:Fraction_College_Graduates_in_2012-16 1.3766 1.3766 1 529.611 0.6533 0.4193
Partial Eta Squared for Other Gender ANCOVA
  etasq partial.etasq
ageAtTest 0.001 0.001
C_Sex_comb 0.000 0.000
Fraction_College_Graduates_in_2012-16 0.002 0.002
C_Sex_comb:Fraction_College_Graduates_in_2012-16 0.001 0.001
…5 NA NA

Percent college graduates by zipcode

ANCOVA covarying age for Same Gender Attitudes

Same Gender ANCOVA
term sumsq meansq NumDF DenDF statistic p.value
ageAtTest 7.4922 7.4922 1 555 5.1157 0.0241
C_Sex_comb 6.6935 6.6935 1 555 4.5703 0.0330
all_col_grad 0.9494 0.9494 1 555 0.6483 0.4211
C_Sex_comb:all_col_grad 4.5425 4.5425 1 555 3.1016 0.0788
Partial Eta Squared for Same Gender ANCOVA
  etasq partial.etasq
ageAtTest 0.009 0.009
C_Sex_comb 0.008 0.008
all_col_grad 0.001 0.001
C_Sex_comb:all_col_grad 0.005 0.006
…5 NA NA 
## SIMPLE SLOPES ANALYSIS 
## 
## Slope of all_col_grad when C_Sex_comb = female: 
## 
##    Est.   S.E.   t val.      p
## ------- ------ -------- ------
##   -0.68   1.04    -0.65   0.51
## 
## Slope of all_col_grad when C_Sex_comb = male: 
## 
##   Est.   S.E.   t val.      p
## ------ ------ -------- ------
##   1.82   0.96     1.90   0.06

ANCOVA covarying age for Other Gender Attitudes

Other Gender ANCOVA
term sumsq meansq NumDF DenDF statistic p.value
ageAtTest 0.6377 0.6377 1 528.740 0.3016 0.5831
C_Sex_comb 0.0095 0.0095 1 442.000 0.0045 0.9465
all_col_grad 2.9638 2.9638 1 139.509 1.4016 0.2385
C_Sex_comb:all_col_grad 0.9742 0.9742 1 488.945 0.4607 0.4976
Partial Eta Squared for Other Gender ANCOVA
  etasq partial.etasq
ageAtTest 0.001 0.001
C_Sex_comb 0.000 0.000
all_col_grad 0.003 0.003
C_Sex_comb:all_col_grad 0.001 0.001
…5 NA NA

Percent incarcerated by zipcode

ANCOVA covarying age for Same Gender Attitudes

Same Gender ANCOVA
term sumsq meansq NumDF DenDF statistic p.value
ageAtTest 7.1896 7.1896 1 552.5147 5.0341 0.0252
C_Sex_comb 1.0489 1.0489 1 528.6817 0.7344 0.3918
all_inc_rate 1.3062 1.3062 1 56.2181 0.9146 0.3430
C_Sex_comb:all_inc_rate 0.0169 0.0169 1 505.6620 0.0118 0.9134
Partial Eta Squared for Same Gender ANCOVA
  etasq partial.etasq
ageAtTest 0.009 0.009
C_Sex_comb 0.001 0.001
all_inc_rate 0.002 0.002
C_Sex_comb:all_inc_rate 0.000 0.000
…5 NA NA

ANCOVA covarying age for Other Gender Attitudes

Other Gender ANCOVA
term sumsq meansq NumDF DenDF statistic p.value
ageAtTest 0.9186 0.9186 1 529.154 0.4396 0.5076
C_Sex_comb 1.1002 1.1002 1 516.074 0.5265 0.4684
all_inc_rate 0.0026 0.0026 1 249.731 0.0012 0.9720
C_Sex_comb:all_inc_rate 8.0538 8.0538 1 511.481 3.8543 0.0502
Partial Eta Squared for Other Gender ANCOVA
  etasq partial.etasq
ageAtTest 0.001 0.001
C_Sex_comb 0.001 0.001
all_inc_rate 0.000 0.000
C_Sex_comb:all_inc_rate 0.007 0.007
…5 NA NA 
## SIMPLE SLOPES ANALYSIS 
## 
## Slope of all_inc_rate when C_Sex_comb = female: 
## 
##     Est.    S.E.   t val.      p
## -------- ------- -------- ------
##   -45.19   32.79    -1.38   0.17
## 
## Slope of all_inc_rate when C_Sex_comb = male: 
## 
##    Est.    S.E.   t val.      p
## ------- ------- -------- ------
##   43.55   31.98     1.36   0.17