Percepção de segurança pública: Análise Estatística
Hipósteses
- H1 - A percepção de confiança impacta positivamente na legitimidade policial.
- H2 - A percepção de confiança impacta positivamente propensão de colaboração com a polícia.
- H3 - A percepção de legitimidade policial impacta positivamente na propensão de colaboração com a polícia.
Confiança
Legitimidade
Cooperação
Geral
Variáveis Socioeconômicas
Distribuição Geográfica
Avaliação de respondentes por categorias combinadas
Abordagem da amostragem Variável Sexo
Comparação de percentuais estimados e obtidos para variável Sexo
Abordagem da amostragem Variável Faixa Etária
Comparação de percentuais estimados e obtidos para variável Faixa Etária
Abordagem da amostragem Variável Raça/Cor
Comparação de percentuais estimados e obtidos para variável Raça-Cor
Abordagem da amostragem Variável Mesorregiões
Comparação de percentuais estimados e obtidos para variável Mesorregiões
Equações Estruturais
library(tidySEM)Loading required package: OpenMxRegistered S3 method overwritten by 'tidySEM':
method from
predict.MxModel OpenMxlibrary(lavaan)This is lavaan 0.6-17
lavaan is FREE software! Please report any bugs.library(ggplot2)
library(dplyr)
library(magrittr)
library(ggcorrplot)
# Dados com todas as variáveis, exceto socioeconômicas
dados_sem <- readRDS("~/R/seguranca_percepcao/dados_sem.rds")
# Dados apenas com variáveis selecionados para o modelo
dados_semb <- readRDS("~/R/seguranca_percepcao/dados_semb.rds")
model <- '
# Modelo de medida
## Confianca
L1 =~ JP1 + JP2 + JP3 + JP4 + JP5 + JP6 + EC7 + EC8 + EC9 + JD10 + JD11 + JD12 + AL13 + AL14 + AL15 + EFE16 + EFE17 + EFE18 + EFE19 + EFE20 + `EFE-CIP21` + COR23 + COR24 + COR25 + COR26
## Legitimidade
L2 =~ PD27 + PD28 + PD29 + PD30 + DO31 + DO32 + DO33 + AM34 + AM35 + AM36 + AM37
## Cooperacao
L3 =~ CO38 + CO39 + CO40 + CO41 + CO42 + CO43 + CO44
# Regressoes
L2 ~ L1
L3 ~ L1 + L2
'
fit <- sem(model, data = dados_semb)
graph_sem(model = fit)
summary(fit, standardized = TRUE)lavaan 0.6.17 ended normally after 71 iterations
Estimator ML
Optimization method NLMINB
Number of model parameters 89
Number of observations 1043
Model Test User Model:
Test statistic 5666.947
Degrees of freedom 857
P-value (Chi-square) 0.000
Parameter Estimates:
Standard errors Standard
Information Expected
Information saturated (h1) model Structured
Latent Variables:
Estimate Std.Err z-value P(>|z|) Std.lv Std.all
L1 =~
JP1 1.000 0.783 0.841
JP2 0.995 0.027 36.397 0.000 0.780 0.858
JP3 0.953 0.027 35.555 0.000 0.747 0.847
JP4 1.153 0.031 36.602 0.000 0.903 0.861
JP5 1.170 0.036 32.892 0.000 0.917 0.808
JP6 0.978 0.029 33.579 0.000 0.766 0.819
EC7 1.000 0.030 33.157 0.000 0.783 0.812
EC8 1.015 0.029 35.592 0.000 0.795 0.847
EC9 1.033 0.031 33.792 0.000 0.809 0.822
JD10 1.436 0.038 37.590 0.000 1.125 0.874
JD11 1.260 0.034 37.511 0.000 0.987 0.873
JD12 1.139 0.030 37.454 0.000 0.892 0.872
AL13 1.010 0.031 32.347 0.000 0.791 0.800
AL14 0.952 0.027 35.891 0.000 0.745 0.852
AL15 1.132 0.030 37.266 0.000 0.887 0.870
EFE16 1.013 0.030 34.137 0.000 0.794 0.827
EFE17 1.125 0.037 30.054 0.000 0.881 0.763
EFE18 1.054 0.037 28.434 0.000 0.826 0.735
EFE19 0.999 0.033 30.168 0.000 0.782 0.765
EFE20 0.820 0.035 23.722 0.000 0.643 0.645
EFE-CIP21 0.469 0.044 10.645 0.000 0.367 0.322
COR23 0.927 0.034 27.038 0.000 0.726 0.710
COR24 1.041 0.034 30.276 0.000 0.815 0.767
COR25 0.909 0.028 32.832 0.000 0.712 0.807
COR26 1.250 0.042 29.453 0.000 0.979 0.753
L2 =~
PD27 1.000 0.546 0.680
PD28 1.036 0.048 21.589 0.000 0.566 0.722
PD29 1.326 0.063 20.936 0.000 0.724 0.698
PD30 0.855 0.045 19.145 0.000 0.467 0.634
DO31 1.536 0.060 25.555 0.000 0.839 0.872
DO32 1.193 0.051 23.505 0.000 0.651 0.793
DO33 1.611 0.066 24.271 0.000 0.880 0.822
AM34 0.905 0.057 15.890 0.000 0.494 0.520
AM35 0.780 0.038 20.499 0.000 0.426 0.682
AM36 0.204 0.079 2.564 0.010 0.111 0.082
AM37 -0.458 0.085 -5.357 0.000 -0.250 -0.172
L3 =~
CO38 1.000 0.499 0.747
CO39 0.898 0.037 24.423 0.000 0.448 0.749
CO40 1.252 0.050 24.955 0.000 0.624 0.764
CO41 0.918 0.034 26.968 0.000 0.458 0.820
CO42 1.094 0.041 26.554 0.000 0.546 0.808
CO43 1.141 0.045 25.091 0.000 0.569 0.768
CO44 1.087 0.048 22.510 0.000 0.542 0.695
Regressions:
Estimate Std.Err z-value P(>|z|) Std.lv Std.all
L2 ~
L1 0.607 0.027 22.708 0.000 0.870 0.870
L3 ~
L1 0.115 0.035 3.263 0.001 0.181 0.181
L2 0.535 0.057 9.442 0.000 0.585 0.585
Variances:
Estimate Std.Err z-value P(>|z|) Std.lv Std.all
.JP1 0.254 0.012 21.801 0.000 0.254 0.293
.JP2 0.217 0.010 21.636 0.000 0.217 0.263
.JP3 0.220 0.010 21.749 0.000 0.220 0.283
.JP4 0.284 0.013 21.606 0.000 0.284 0.258
.JP5 0.446 0.020 22.029 0.000 0.446 0.347
.JP6 0.289 0.013 21.966 0.000 0.289 0.330
.EC7 0.316 0.014 22.005 0.000 0.316 0.340
.EC8 0.248 0.011 21.744 0.000 0.248 0.282
.EC9 0.315 0.014 21.945 0.000 0.315 0.325
.JD10 0.391 0.018 21.448 0.000 0.391 0.236
.JD11 0.304 0.014 21.462 0.000 0.304 0.238
.JD12 0.250 0.012 21.471 0.000 0.250 0.239
.AL13 0.352 0.016 22.075 0.000 0.352 0.360
.AL14 0.211 0.010 21.706 0.000 0.211 0.275
.AL15 0.253 0.012 21.503 0.000 0.253 0.243
.EFE16 0.292 0.013 21.910 0.000 0.292 0.316
.EFE17 0.558 0.025 22.239 0.000 0.558 0.418
.EFE18 0.580 0.026 22.333 0.000 0.580 0.460
.EFE19 0.434 0.020 22.232 0.000 0.434 0.415
.EFE20 0.580 0.026 22.531 0.000 0.580 0.584
.EFE-CIP21 1.163 0.051 22.787 0.000 1.163 0.896
.COR23 0.519 0.023 22.401 0.000 0.519 0.496
.COR24 0.466 0.021 22.225 0.000 0.466 0.412
.COR25 0.271 0.012 22.034 0.000 0.271 0.348
.COR26 0.733 0.033 22.276 0.000 0.733 0.433
.PD27 0.347 0.016 21.550 0.000 0.347 0.538
.PD28 0.294 0.014 21.208 0.000 0.294 0.479
.PD29 0.552 0.026 21.415 0.000 0.552 0.513
.PD30 0.325 0.015 21.834 0.000 0.325 0.599
.DO31 0.221 0.012 18.020 0.000 0.221 0.239
.DO32 0.250 0.012 20.288 0.000 0.250 0.371
.DO33 0.371 0.019 19.692 0.000 0.371 0.324
.AM34 0.659 0.030 22.284 0.000 0.659 0.730
.AM35 0.209 0.010 21.535 0.000 0.209 0.535
.AM36 1.830 0.080 22.826 0.000 1.830 0.993
.AM37 2.057 0.090 22.791 0.000 2.057 0.971
.CO38 0.196 0.010 20.279 0.000 0.196 0.441
.CO39 0.157 0.008 20.251 0.000 0.157 0.439
.CO40 0.278 0.014 20.001 0.000 0.278 0.416
.CO41 0.102 0.005 18.687 0.000 0.102 0.328
.CO42 0.158 0.008 19.019 0.000 0.158 0.347
.CO43 0.226 0.011 19.932 0.000 0.226 0.410
.CO44 0.314 0.015 20.949 0.000 0.314 0.516
L1 0.613 0.036 16.813 0.000 1.000 1.000
.L2 0.072 0.007 10.989 0.000 0.243 0.243
.L3 0.110 0.009 12.746 0.000 0.440 0.440get_edges(fit) from to arrow label connect_from connect_to curvature
1 L1 JP1 last 1.00 NA NA NA
2 L1 JP2 last 1.00*** NA NA NA
3 L1 JP3 last 0.95*** NA NA NA
4 L1 JP4 last 1.15*** NA NA NA
5 L1 JP5 last 1.17*** NA NA NA
6 L1 JP6 last 0.98*** NA NA NA
7 L1 EC7 last 1.00*** NA NA NA
8 L1 EC8 last 1.01*** NA NA NA
9 L1 EC9 last 1.03*** NA NA NA
10 L1 JD10 last 1.44*** NA NA NA
11 L1 JD11 last 1.26*** NA NA NA
12 L1 JD12 last 1.14*** NA NA NA
13 L1 AL13 last 1.01*** NA NA NA
14 L1 AL14 last 0.95*** NA NA NA
15 L1 AL15 last 1.13*** NA NA NA
16 L1 EFE16 last 1.01*** NA NA NA
17 L1 EFE17 last 1.13*** NA NA NA
18 L1 EFE18 last 1.05*** NA NA NA
19 L1 EFE19 last 1.00*** NA NA NA
20 L1 EFE20 last 0.82*** NA NA NA
21 L1 EFE-CIP21 last 0.47*** NA NA NA
22 L1 COR23 last 0.93*** NA NA NA
23 L1 COR24 last 1.04*** NA NA NA
24 L1 COR25 last 0.91*** NA NA NA
25 L1 COR26 last 1.25*** NA NA NA
26 L2 PD27 last 1.00 NA NA NA
27 L2 PD28 last 1.04*** NA NA NA
28 L2 PD29 last 1.33*** NA NA NA
29 L2 PD30 last 0.85*** NA NA NA
30 L2 DO31 last 1.54*** NA NA NA
31 L2 DO32 last 1.19*** NA NA NA
32 L2 DO33 last 1.61*** NA NA NA
33 L2 AM34 last 0.91*** NA NA NA
34 L2 AM35 last 0.78*** NA NA NA
35 L2 AM36 last 0.20* NA NA NA
36 L2 AM37 last -0.46*** NA NA NA
37 L3 CO38 last 1.00 NA NA NA
38 L3 CO39 last 0.90*** NA NA NA
39 L3 CO40 last 1.25*** NA NA NA
40 L3 CO41 last 0.92*** NA NA NA
41 L3 CO42 last 1.09*** NA NA NA
42 L3 CO43 last 1.14*** NA NA NA
43 L3 CO44 last 1.09*** NA NA NA
44 L1 L2 last 0.61*** NA NA NA
45 L1 L3 last 0.12** NA NA NA
46 L2 L3 last 0.53*** NA NA NA
47 JP1 JP1 both 0.25*** NA NA NA
48 JP2 JP2 both 0.22*** NA NA NA
49 JP3 JP3 both 0.22*** NA NA NA
50 JP4 JP4 both 0.28*** NA NA NA
51 JP5 JP5 both 0.45*** NA NA NA
52 JP6 JP6 both 0.29*** NA NA NA
53 EC7 EC7 both 0.32*** NA NA NA
54 EC8 EC8 both 0.25*** NA NA NA
55 EC9 EC9 both 0.31*** NA NA NA
56 JD10 JD10 both 0.39*** NA NA NA
57 JD11 JD11 both 0.30*** NA NA NA
58 JD12 JD12 both 0.25*** NA NA NA
59 AL13 AL13 both 0.35*** NA NA NA
60 AL14 AL14 both 0.21*** NA NA NA
61 AL15 AL15 both 0.25*** NA NA NA
62 EFE16 EFE16 both 0.29*** NA NA NA
63 EFE17 EFE17 both 0.56*** NA NA NA
64 EFE18 EFE18 both 0.58*** NA NA NA
65 EFE19 EFE19 both 0.43*** NA NA NA
66 EFE20 EFE20 both 0.58*** NA NA NA
67 EFE-CIP21 EFE-CIP21 both 1.16*** NA NA NA
68 COR23 COR23 both 0.52*** NA NA NA
69 COR24 COR24 both 0.47*** NA NA NA
70 COR25 COR25 both 0.27*** NA NA NA
71 COR26 COR26 both 0.73*** NA NA NA
72 PD27 PD27 both 0.35*** NA NA NA
73 PD28 PD28 both 0.29*** NA NA NA
74 PD29 PD29 both 0.55*** NA NA NA
75 PD30 PD30 both 0.32*** NA NA NA
76 DO31 DO31 both 0.22*** NA NA NA
77 DO32 DO32 both 0.25*** NA NA NA
78 DO33 DO33 both 0.37*** NA NA NA
79 AM34 AM34 both 0.66*** NA NA NA
80 AM35 AM35 both 0.21*** NA NA NA
81 AM36 AM36 both 1.83*** NA NA NA
82 AM37 AM37 both 2.06*** NA NA NA
83 CO38 CO38 both 0.20*** NA NA NA
84 CO39 CO39 both 0.16*** NA NA NA
85 CO40 CO40 both 0.28*** NA NA NA
86 CO41 CO41 both 0.10*** NA NA NA
87 CO42 CO42 both 0.16*** NA NA NA
88 CO43 CO43 both 0.23*** NA NA NA
89 CO44 CO44 both 0.31*** NA NA NA
90 L1 L1 both 0.61*** NA NA NA
91 L2 L2 both 0.07*** NA NA NA
92 L3 L3 both 0.11*** NA NA NA
linetype lhs op rhs est se pval confint est_sig
1 1 L1 =~ JP1 1.00 0.00 <NA> [1.00, 1.00] 1.00
2 1 L1 =~ JP2 1.00 0.03 0.00 [0.94, 1.05] 1.00***
3 1 L1 =~ JP3 0.95 0.03 0.00 [0.90, 1.01] 0.95***
4 1 L1 =~ JP4 1.15 0.03 0.00 [1.09, 1.21] 1.15***
5 1 L1 =~ JP5 1.17 0.04 0.00 [1.10, 1.24] 1.17***
6 1 L1 =~ JP6 0.98 0.03 0.00 [0.92, 1.03] 0.98***
7 1 L1 =~ EC7 1.00 0.03 0.00 [0.94, 1.06] 1.00***
8 1 L1 =~ EC8 1.01 0.03 0.00 [0.96, 1.07] 1.01***
9 1 L1 =~ EC9 1.03 0.03 0.00 [0.97, 1.09] 1.03***
10 1 L1 =~ JD10 1.44 0.04 0.00 [1.36, 1.51] 1.44***
11 1 L1 =~ JD11 1.26 0.03 0.00 [1.19, 1.33] 1.26***
12 1 L1 =~ JD12 1.14 0.03 0.00 [1.08, 1.20] 1.14***
13 1 L1 =~ AL13 1.01 0.03 0.00 [0.95, 1.07] 1.01***
14 1 L1 =~ AL14 0.95 0.03 0.00 [0.90, 1.00] 0.95***
15 1 L1 =~ AL15 1.13 0.03 0.00 [1.07, 1.19] 1.13***
16 1 L1 =~ EFE16 1.01 0.03 0.00 [0.96, 1.07] 1.01***
17 1 L1 =~ EFE17 1.13 0.04 0.00 [1.05, 1.20] 1.13***
18 1 L1 =~ EFE18 1.05 0.04 0.00 [0.98, 1.13] 1.05***
19 1 L1 =~ EFE19 1.00 0.03 0.00 [0.93, 1.06] 1.00***
20 1 L1 =~ EFE20 0.82 0.03 0.00 [0.75, 0.89] 0.82***
21 1 L1 =~ EFE-CIP21 0.47 0.04 0.00 [0.38, 0.56] 0.47***
22 1 L1 =~ COR23 0.93 0.03 0.00 [0.86, 0.99] 0.93***
23 1 L1 =~ COR24 1.04 0.03 0.00 [0.97, 1.11] 1.04***
24 1 L1 =~ COR25 0.91 0.03 0.00 [0.85, 0.96] 0.91***
25 1 L1 =~ COR26 1.25 0.04 0.00 [1.17, 1.33] 1.25***
26 1 L2 =~ PD27 1.00 0.00 <NA> [1.00, 1.00] 1.00
27 1 L2 =~ PD28 1.04 0.05 0.00 [0.94, 1.13] 1.04***
28 1 L2 =~ PD29 1.33 0.06 0.00 [1.20, 1.45] 1.33***
29 1 L2 =~ PD30 0.85 0.04 0.00 [0.77, 0.94] 0.85***
30 1 L2 =~ DO31 1.54 0.06 0.00 [1.42, 1.65] 1.54***
31 1 L2 =~ DO32 1.19 0.05 0.00 [1.09, 1.29] 1.19***
32 1 L2 =~ DO33 1.61 0.07 0.00 [1.48, 1.74] 1.61***
33 1 L2 =~ AM34 0.91 0.06 0.00 [0.79, 1.02] 0.91***
34 1 L2 =~ AM35 0.78 0.04 0.00 [0.71, 0.86] 0.78***
35 1 L2 =~ AM36 0.20 0.08 0.01 [0.05, 0.36] 0.20*
36 1 L2 =~ AM37 -0.46 0.09 0.00 [-0.63, -0.29] -0.46***
37 1 L3 =~ CO38 1.00 0.00 <NA> [1.00, 1.00] 1.00
38 1 L3 =~ CO39 0.90 0.04 0.00 [0.83, 0.97] 0.90***
39 1 L3 =~ CO40 1.25 0.05 0.00 [1.15, 1.35] 1.25***
40 1 L3 =~ CO41 0.92 0.03 0.00 [0.85, 0.98] 0.92***
41 1 L3 =~ CO42 1.09 0.04 0.00 [1.01, 1.17] 1.09***
42 1 L3 =~ CO43 1.14 0.05 0.00 [1.05, 1.23] 1.14***
43 1 L3 =~ CO44 1.09 0.05 0.00 [0.99, 1.18] 1.09***
44 1 L2 ~ L1 0.61 0.03 0.00 [0.55, 0.66] 0.61***
45 1 L3 ~ L1 0.12 0.04 0.00 [0.05, 0.18] 0.12**
46 1 L3 ~ L2 0.53 0.06 0.00 [0.42, 0.65] 0.53***
47 1 JP1 ~~ JP1 0.25 0.01 0.00 [0.23, 0.28] 0.25***
48 1 JP2 ~~ JP2 0.22 0.01 0.00 [0.20, 0.24] 0.22***
49 1 JP3 ~~ JP3 0.22 0.01 0.00 [0.20, 0.24] 0.22***
50 1 JP4 ~~ JP4 0.28 0.01 0.00 [0.26, 0.31] 0.28***
51 1 JP5 ~~ JP5 0.45 0.02 0.00 [0.41, 0.49] 0.45***
52 1 JP6 ~~ JP6 0.29 0.01 0.00 [0.26, 0.31] 0.29***
53 1 EC7 ~~ EC7 0.32 0.01 0.00 [0.29, 0.34] 0.32***
54 1 EC8 ~~ EC8 0.25 0.01 0.00 [0.23, 0.27] 0.25***
55 1 EC9 ~~ EC9 0.31 0.01 0.00 [0.29, 0.34] 0.31***
56 1 JD10 ~~ JD10 0.39 0.02 0.00 [0.36, 0.43] 0.39***
57 1 JD11 ~~ JD11 0.30 0.01 0.00 [0.28, 0.33] 0.30***
58 1 JD12 ~~ JD12 0.25 0.01 0.00 [0.23, 0.27] 0.25***
59 1 AL13 ~~ AL13 0.35 0.02 0.00 [0.32, 0.38] 0.35***
60 1 AL14 ~~ AL14 0.21 0.01 0.00 [0.19, 0.23] 0.21***
61 1 AL15 ~~ AL15 0.25 0.01 0.00 [0.23, 0.28] 0.25***
62 1 EFE16 ~~ EFE16 0.29 0.01 0.00 [0.27, 0.32] 0.29***
63 1 EFE17 ~~ EFE17 0.56 0.03 0.00 [0.51, 0.61] 0.56***
64 1 EFE18 ~~ EFE18 0.58 0.03 0.00 [0.53, 0.63] 0.58***
65 1 EFE19 ~~ EFE19 0.43 0.02 0.00 [0.40, 0.47] 0.43***
66 1 EFE20 ~~ EFE20 0.58 0.03 0.00 [0.53, 0.63] 0.58***
67 1 EFE-CIP21 ~~ EFE-CIP21 1.16 0.05 0.00 [1.06, 1.26] 1.16***
68 1 COR23 ~~ COR23 0.52 0.02 0.00 [0.47, 0.56] 0.52***
69 1 COR24 ~~ COR24 0.47 0.02 0.00 [0.43, 0.51] 0.47***
70 1 COR25 ~~ COR25 0.27 0.01 0.00 [0.25, 0.29] 0.27***
71 1 COR26 ~~ COR26 0.73 0.03 0.00 [0.67, 0.80] 0.73***
72 1 PD27 ~~ PD27 0.35 0.02 0.00 [0.32, 0.38] 0.35***
73 1 PD28 ~~ PD28 0.29 0.01 0.00 [0.27, 0.32] 0.29***
74 1 PD29 ~~ PD29 0.55 0.03 0.00 [0.50, 0.60] 0.55***
75 1 PD30 ~~ PD30 0.32 0.01 0.00 [0.30, 0.35] 0.32***
76 1 DO31 ~~ DO31 0.22 0.01 0.00 [0.20, 0.25] 0.22***
77 1 DO32 ~~ DO32 0.25 0.01 0.00 [0.23, 0.27] 0.25***
78 1 DO33 ~~ DO33 0.37 0.02 0.00 [0.33, 0.41] 0.37***
79 1 AM34 ~~ AM34 0.66 0.03 0.00 [0.60, 0.72] 0.66***
80 1 AM35 ~~ AM35 0.21 0.01 0.00 [0.19, 0.23] 0.21***
81 1 AM36 ~~ AM36 1.83 0.08 0.00 [1.67, 1.99] 1.83***
82 1 AM37 ~~ AM37 2.06 0.09 0.00 [1.88, 2.23] 2.06***
83 1 CO38 ~~ CO38 0.20 0.01 0.00 [0.18, 0.22] 0.20***
84 1 CO39 ~~ CO39 0.16 0.01 0.00 [0.14, 0.17] 0.16***
85 1 CO40 ~~ CO40 0.28 0.01 0.00 [0.25, 0.31] 0.28***
86 1 CO41 ~~ CO41 0.10 0.01 0.00 [0.09, 0.11] 0.10***
87 1 CO42 ~~ CO42 0.16 0.01 0.00 [0.14, 0.17] 0.16***
88 1 CO43 ~~ CO43 0.23 0.01 0.00 [0.20, 0.25] 0.23***
89 1 CO44 ~~ CO44 0.31 0.01 0.00 [0.28, 0.34] 0.31***
90 1 L1 ~~ L1 0.61 0.04 0.00 [0.54, 0.68] 0.61***
91 1 L2 ~~ L2 0.07 0.01 0.00 [0.06, 0.09] 0.07***
92 1 L3 ~~ L3 0.11 0.01 0.00 [0.09, 0.13] 0.11***
est_std se_std pval_std confint_std est_sig_std label_results show
1 0.84 0.01 0.00 [0.82, 0.86] 0.84*** L1.BY.JP1 TRUE
2 0.86 0.01 0.00 [0.84, 0.87] 0.86*** L1.BY.JP2 TRUE
3 0.85 0.01 0.00 [0.83, 0.86] 0.85*** L1.BY.JP3 TRUE
4 0.86 0.01 0.00 [0.84, 0.88] 0.86*** L1.BY.JP4 TRUE
5 0.81 0.01 0.00 [0.79, 0.83] 0.81*** L1.BY.JP5 TRUE
6 0.82 0.01 0.00 [0.80, 0.84] 0.82*** L1.BY.JP6 TRUE
7 0.81 0.01 0.00 [0.79, 0.83] 0.81*** L1.BY.EC7 TRUE
8 0.85 0.01 0.00 [0.83, 0.87] 0.85*** L1.BY.EC8 TRUE
9 0.82 0.01 0.00 [0.80, 0.84] 0.82*** L1.BY.EC9 TRUE
10 0.87 0.01 0.00 [0.86, 0.89] 0.87*** L1.BY.JD10 TRUE
11 0.87 0.01 0.00 [0.86, 0.89] 0.87*** L1.BY.JD11 TRUE
12 0.87 0.01 0.00 [0.86, 0.89] 0.87*** L1.BY.JD12 TRUE
13 0.80 0.01 0.00 [0.78, 0.82] 0.80*** L1.BY.AL13 TRUE
14 0.85 0.01 0.00 [0.83, 0.87] 0.85*** L1.BY.AL14 TRUE
15 0.87 0.01 0.00 [0.85, 0.89] 0.87*** L1.BY.AL15 TRUE
16 0.83 0.01 0.00 [0.81, 0.85] 0.83*** L1.BY.EFE16 TRUE
17 0.76 0.01 0.00 [0.74, 0.79] 0.76*** L1.BY.EFE17 TRUE
18 0.74 0.01 0.00 [0.71, 0.76] 0.74*** L1.BY.EFE18 TRUE
19 0.76 0.01 0.00 [0.74, 0.79] 0.76*** L1.BY.EFE19 TRUE
20 0.64 0.02 0.00 [0.61, 0.68] 0.64*** L1.BY.EFE20 TRUE
21 0.32 0.03 0.00 [0.27, 0.38] 0.32*** L1.BY.EFE-CIP21 TRUE
22 0.71 0.02 0.00 [0.68, 0.74] 0.71*** L1.BY.COR23 TRUE
23 0.77 0.01 0.00 [0.74, 0.79] 0.77*** L1.BY.COR24 TRUE
24 0.81 0.01 0.00 [0.79, 0.83] 0.81*** L1.BY.COR25 TRUE
25 0.75 0.01 0.00 [0.73, 0.78] 0.75*** L1.BY.COR26 TRUE
26 0.68 0.02 0.00 [0.65, 0.71] 0.68*** L2.BY.PD27 TRUE
27 0.72 0.02 0.00 [0.69, 0.75] 0.72*** L2.BY.PD28 TRUE
28 0.70 0.02 0.00 [0.66, 0.73] 0.70*** L2.BY.PD29 TRUE
29 0.63 0.02 0.00 [0.60, 0.67] 0.63*** L2.BY.PD30 TRUE
30 0.87 0.01 0.00 [0.86, 0.89] 0.87*** L2.BY.DO31 TRUE
31 0.79 0.01 0.00 [0.77, 0.82] 0.79*** L2.BY.DO32 TRUE
32 0.82 0.01 0.00 [0.80, 0.84] 0.82*** L2.BY.DO33 TRUE
33 0.52 0.02 0.00 [0.47, 0.57] 0.52*** L2.BY.AM34 TRUE
34 0.68 0.02 0.00 [0.65, 0.72] 0.68*** L2.BY.AM35 TRUE
35 0.08 0.03 0.01 [0.02, 0.14] 0.08** L2.BY.AM36 TRUE
36 -0.17 0.03 0.00 [-0.23, -0.11] -0.17*** L2.BY.AM37 TRUE
37 0.75 0.02 0.00 [0.72, 0.78] 0.75*** L3.BY.CO38 TRUE
38 0.75 0.02 0.00 [0.72, 0.78] 0.75*** L3.BY.CO39 TRUE
39 0.76 0.01 0.00 [0.74, 0.79] 0.76*** L3.BY.CO40 TRUE
40 0.82 0.01 0.00 [0.80, 0.84] 0.82*** L3.BY.CO41 TRUE
41 0.81 0.01 0.00 [0.78, 0.83] 0.81*** L3.BY.CO42 TRUE
42 0.77 0.01 0.00 [0.74, 0.80] 0.77*** L3.BY.CO43 TRUE
43 0.70 0.02 0.00 [0.66, 0.73] 0.70*** L3.BY.CO44 TRUE
44 0.87 0.01 0.00 [0.85, 0.89] 0.87*** L2.ON.L1 TRUE
45 0.18 0.06 0.00 [0.07, 0.29] 0.18** L3.ON.L1 TRUE
46 0.59 0.05 0.00 [0.48, 0.69] 0.59*** L3.ON.L2 TRUE
47 0.29 0.02 0.00 [0.26, 0.32] 0.29*** Variances.JP1 TRUE
48 0.26 0.01 0.00 [0.23, 0.29] 0.26*** Variances.JP2 TRUE
49 0.28 0.02 0.00 [0.25, 0.31] 0.28*** Variances.JP3 TRUE
50 0.26 0.01 0.00 [0.23, 0.29] 0.26*** Variances.JP4 TRUE
51 0.35 0.02 0.00 [0.31, 0.38] 0.35*** Variances.JP5 TRUE
52 0.33 0.02 0.00 [0.30, 0.36] 0.33*** Variances.JP6 TRUE
53 0.34 0.02 0.00 [0.31, 0.37] 0.34*** Variances.EC7 TRUE
54 0.28 0.02 0.00 [0.25, 0.31] 0.28*** Variances.EC8 TRUE
55 0.32 0.02 0.00 [0.29, 0.36] 0.32*** Variances.EC9 TRUE
56 0.24 0.01 0.00 [0.21, 0.26] 0.24*** Variances.JD10 TRUE
57 0.24 0.01 0.00 [0.21, 0.26] 0.24*** Variances.JD11 TRUE
58 0.24 0.01 0.00 [0.21, 0.27] 0.24*** Variances.JD12 TRUE
59 0.36 0.02 0.00 [0.32, 0.40] 0.36*** Variances.AL13 TRUE
60 0.27 0.02 0.00 [0.25, 0.30] 0.27*** Variances.AL14 TRUE
61 0.24 0.01 0.00 [0.22, 0.27] 0.24*** Variances.AL15 TRUE
62 0.32 0.02 0.00 [0.28, 0.35] 0.32*** Variances.EFE16 TRUE
63 0.42 0.02 0.00 [0.38, 0.46] 0.42*** Variances.EFE17 TRUE
64 0.46 0.02 0.00 [0.42, 0.50] 0.46*** Variances.EFE18 TRUE
65 0.41 0.02 0.00 [0.38, 0.45] 0.41*** Variances.EFE19 TRUE
66 0.58 0.02 0.00 [0.54, 0.63] 0.58*** Variances.EFE20 TRUE
67 0.90 0.02 0.00 [0.86, 0.93] 0.90*** Variances.EFE-CIP21 TRUE
68 0.50 0.02 0.00 [0.45, 0.54] 0.50*** Variances.COR23 TRUE
69 0.41 0.02 0.00 [0.37, 0.45] 0.41*** Variances.COR24 TRUE
70 0.35 0.02 0.00 [0.31, 0.38] 0.35*** Variances.COR25 TRUE
71 0.43 0.02 0.00 [0.39, 0.47] 0.43*** Variances.COR26 TRUE
72 0.54 0.02 0.00 [0.49, 0.58] 0.54*** Variances.PD27 TRUE
73 0.48 0.02 0.00 [0.43, 0.52] 0.48*** Variances.PD28 TRUE
74 0.51 0.02 0.00 [0.47, 0.56] 0.51*** Variances.PD29 TRUE
75 0.60 0.02 0.00 [0.55, 0.65] 0.60*** Variances.PD30 TRUE
76 0.24 0.02 0.00 [0.21, 0.27] 0.24*** Variances.DO31 TRUE
77 0.37 0.02 0.00 [0.33, 0.41] 0.37*** Variances.DO32 TRUE
78 0.32 0.02 0.00 [0.29, 0.36] 0.32*** Variances.DO33 TRUE
79 0.73 0.02 0.00 [0.68, 0.78] 0.73*** Variances.AM34 TRUE
80 0.53 0.02 0.00 [0.49, 0.58] 0.53*** Variances.AM35 TRUE
81 0.99 0.01 0.00 [0.98, 1.00] 0.99*** Variances.AM36 TRUE
82 0.97 0.01 0.00 [0.95, 0.99] 0.97*** Variances.AM37 TRUE
83 0.44 0.02 0.00 [0.40, 0.49] 0.44*** Variances.CO38 TRUE
84 0.44 0.02 0.00 [0.39, 0.48] 0.44*** Variances.CO39 TRUE
85 0.42 0.02 0.00 [0.37, 0.46] 0.42*** Variances.CO40 TRUE
86 0.33 0.02 0.00 [0.29, 0.37] 0.33*** Variances.CO41 TRUE
87 0.35 0.02 0.00 [0.31, 0.39] 0.35*** Variances.CO42 TRUE
88 0.41 0.02 0.00 [0.37, 0.45] 0.41*** Variances.CO43 TRUE
89 0.52 0.02 0.00 [0.47, 0.56] 0.52*** Variances.CO44 TRUE
90 1.00 0.00 <NA> [1.00, 1.00] 1.00 Variances.L1 TRUE
91 0.24 0.02 0.00 [0.21, 0.27] 0.24*** Variances.L2 TRUE
92 0.44 0.02 0.00 [0.39, 0.49] 0.44*** Variances.L3 TRUEfitmeasures(fit, c("chisq","df","cfi","pcfi", "gfi", "rmsea")) chisq df cfi gfi rmsea
5666.947 857.000 0.877 0.755 0.073 Análise exploratória
