Variables y valores disponibles
## tibble [611 × 17] (S3: tbl_df/tbl/data.frame)
## $ SUJETO : num [1:611] 1 2 3 4 5 6 7 8 9 10 ...
## $ UNIVERSIDAD : Factor w/ 4 levels "UM","UNAV","ULSA",..: 1 1 1 1 1 1 1 1 1 1 ...
## $ EDAD : num [1:611] 18 21 18 21 18 18 22 18 21 18 ...
## $ SEXO : Factor w/ 2 levels "Hombre","Mujer": 2 1 2 2 1 2 1 2 1 2 ...
## $ PROCEDENCIA : Factor w/ 2 levels "Urbano","Rural": 1 1 1 1 1 1 2 1 1 1 ...
## $ ESTADO CIVIL : Factor w/ 3 levels "Soltero","Casado",..: 1 1 1 1 1 1 2 1 1 1 ...
## $ AREA : Factor w/ 8 levels "Educación","Artes y humanidades",..: 7 4 4 7 2 7 4 7 7 7 ...
## $ ¿TRABAJAS? : Factor w/ 2 levels "Si","No": 2 2 1 2 2 2 1 1 2 2 ...
## $ CONSULTA DENTAL : Factor w/ 2 levels "Si","No": 1 1 1 1 1 1 1 1 1 1 ...
## $ ULTIMA CONSULTA : Factor w/ 5 levels "< 6 meses","6 a 12 meses",..: 1 1 1 1 1 2 1 2 4 1 ...
## $ MOTIVO CONSULTA : Factor w/ 6 levels "Revisión","Limpieza",..: 5 1 1 2 2 2 3 2 2 1 ...
## $ CEPILLADO : Factor w/ 4 levels "1_vez","2_veces",..: 2 3 2 3 3 3 3 3 2 3 ...
## $ HILO DENTAL : Factor w/ 3 levels "Si","A_veces",..: 3 2 2 2 3 2 3 2 3 3 ...
## $ ACTITUDES : int [1:611] 2 2 3 3 3 4 2 3 3 3 ...
## $ CONDUCTA : int [1:611] 5 5 3 6 6 5 3 4 3 6 ...
## $ ACTITUDES Y CONDUCTA: int [1:611] 7 7 6 9 9 9 5 7 6 9 ...
## $ INDICADOR HUDBI : Factor w/ 3 levels "Malo","Regular",..: 2 2 2 3 3 3 2 2 2 3 ...
Exploración de la calidad de los datos
Distribución de frecuencias
Variables numéricas
Visualización de correlaciones
Analítica Inferencial
Differencias significativas entre valores de variables categóricas por test \(\chi^2\)
|
|
Variable
|
p
|
|
1
|
UNIVERSIDAD
|
0.013
|
|
3
|
SEXO
|
0.115
|
|
4
|
PROCEDENCIA
|
0.000
|
|
5
|
ESTADO CIVIL
|
0.000
|
|
6
|
AREA
|
0.000
|
|
7
|
¿TRABAJAS?
|
0.000
|
|
8
|
CONSULTA DENTAL
|
0.000
|
|
9
|
ULTIMA CONSULTA
|
0.000
|
|
10
|
MOTIVO CONSULTA
|
0.000
|
|
11
|
CEPILLADO
|
0.000
|
|
12
|
HILO DENTAL
|
0.000
|
|
13
|
ACTITUDES
|
0.000
|
|
14
|
CONDUCTA
|
0.000
|
|
15
|
ACTITUDES Y CONDUCTA
|
0.000
|
|
16
|
INDICADOR HUDBI
|
0.000
|
¿Diferencias significativas entre variables? (tablas de contingencia)
Universidad
|
Var1
|
Freq
|
|
UM
|
151
|
|
UNAV
|
184
|
|
ULSA
|
149
|
|
UR
|
127
|
Universidad por Indicador HUDBI
|
|
Malo
|
Regular
|
Bueno
|
|
UM
|
3
|
92
|
56
|
|
UNAV
|
3
|
112
|
69
|
|
ULSA
|
0
|
95
|
54
|
|
UR
|
1
|
57
|
69
|
Género
|
Var1
|
Freq
|
|
Hombre
|
286
|
|
Mujer
|
325
|
Género por Indicador HUDBI
|
|
Malo
|
Regular
|
Bueno
|
|
Hombre
|
5
|
186
|
95
|
|
Mujer
|
2
|
170
|
153
|
Procedencia
|
Var1
|
Freq
|
|
Urbano
|
469
|
|
Rural
|
142
|
###Procedencia por Indicador HUDBI
|
|
Malo
|
Regular
|
Bueno
|
|
Urbano
|
4
|
265
|
200
|
|
Rural
|
3
|
91
|
48
|
Estado Civil
|
Var1
|
Freq
|
|
Soltero
|
576
|
|
Casado
|
29
|
|
Otro
|
6
|
Estado Civil por Indicador HUDBI
|
|
Malo
|
Regular
|
Bueno
|
|
Soltero
|
6
|
336
|
234
|
|
Casado
|
1
|
15
|
13
|
|
Otro
|
0
|
5
|
1
|
Área
|
Var1
|
Freq
|
|
Educación
|
67
|
|
Artes y humanidades
|
119
|
|
Ciencias sociales y derecho
|
41
|
|
Administración y negocios
|
50
|
|
Tecnologías de la información y comunicación
|
30
|
|
Ingeniería, manufactura y construcción
|
49
|
|
Ciencias de la salud
|
234
|
|
Servicios
|
21
|
Área por Indicador HUDBI
|
|
Malo
|
Regular
|
Bueno
|
|
Educación
|
1
|
44
|
22
|
|
Artes y humanidades
|
2
|
83
|
34
|
|
Ciencias sociales y derecho
|
0
|
24
|
17
|
|
Administración y negocios
|
1
|
31
|
18
|
|
Tecnologías de la información y comunicación
|
1
|
19
|
10
|
|
Ingeniería, manufactura y construcción
|
1
|
29
|
19
|
|
Ciencias de la salud
|
1
|
112
|
121
|
|
Servicios
|
0
|
14
|
7
|
Consulta Dental por Indicador HUDBI
|
|
Malo
|
Regular
|
Bueno
|
|
Si
|
7
|
328
|
228
|
|
No
|
0
|
28
|
20
|
Última Consulta
|
Var1
|
Freq
|
|
< 6 meses
|
292
|
|
6 a 12 meses
|
129
|
|
> 12 meses
|
82
|
|
No me acuerdo
|
60
|
|
Nunca
|
48
|
Última Consulta por Indicador HUDBI
|
|
Malo
|
Regular
|
Bueno
|
|
< 6 meses
|
2
|
158
|
132
|
|
6 a 12 meses
|
3
|
76
|
50
|
|
> 12 meses
|
0
|
51
|
31
|
|
No me acuerdo
|
2
|
43
|
15
|
|
Nunca
|
0
|
28
|
20
|
Motivo de Consulta
|
Var1
|
Freq
|
|
Revisión
|
176
|
|
Limpieza
|
224
|
|
Relleno
|
42
|
|
Extracción
|
45
|
|
Otro
|
76
|
|
No_ha_consultado
|
48
|
Motivo de Consulta por Indicador HUDBI
|
|
Malo
|
Regular
|
Bueno
|
|
Revisión
|
2
|
95
|
79
|
|
Limpieza
|
2
|
124
|
98
|
|
Relleno
|
1
|
32
|
9
|
|
Extracción
|
1
|
31
|
13
|
|
Otro
|
1
|
46
|
29
|
|
No_ha_consultado
|
0
|
28
|
20
|
Frecuencia de Cepillado
|
Var1
|
Freq
|
|
1_vez
|
17
|
|
2_veces
|
187
|
|
3_veces
|
327
|
|
4_veces_o_>
|
80
|
Frecuencia de Cepillado por Indicador HUDBI
|
|
Malo
|
Regular
|
Bueno
|
|
1_vez
|
1
|
14
|
2
|
|
2_veces
|
2
|
130
|
55
|
|
3_veces
|
4
|
179
|
144
|
|
4_veces_o_>
|
0
|
33
|
47
|
Uso de Hilo Dental
|
Var1
|
Freq
|
|
Si
|
108
|
|
A_veces
|
217
|
|
No
|
286
|
Usoo de Hilo Dental por Indicador HUDBI
|
|
Malo
|
Regular
|
Bueno
|
|
Si
|
0
|
41
|
67
|
|
A_veces
|
1
|
114
|
102
|
|
No
|
6
|
201
|
79
|
¿Trabajas? por Indicador HUDBI
|
|
Malo
|
Regular
|
Bueno
|
|
Si
|
5
|
218
|
130
|
|
No
|
2
|
138
|
118
|
Tabla de Estadística Descriptiva
Summary descriptives table by groups of `INDICADOR HUDBI’
|
|
[ALL]
|
Malo
|
Regular
|
Bueno
|
p.overall
|
p.Malo vs Regular
|
p.Malo vs Bueno
|
p.Regular vs Bueno
|
|
|
N=611
|
N=7
|
N=356
|
N=248
|
|
|
|
|
|
UNIVERSIDAD:
|
|
|
|
|
.
|
0.364
|
0.364
|
0.018
|
|
UM
|
151 (24.7%)
|
3 (42.9%)
|
92 (25.8%)
|
56 (22.6%)
|
|
|
|
|
|
UNAV
|
184 (30.1%)
|
3 (42.9%)
|
112 (31.5%)
|
69 (27.8%)
|
|
|
|
|
|
ULSA
|
149 (24.4%)
|
0 (0.00%)
|
95 (26.7%)
|
54 (21.8%)
|
|
|
|
|
|
UR
|
127 (20.8%)
|
1 (14.3%)
|
57 (16.0%)
|
69 (27.8%)
|
|
|
|
|
|
EDAD
|
21.0 (5.05)
|
24.1 (6.36)
|
21.1 (5.45)
|
20.8 (4.35)
|
0.185
|
0.262
|
0.193
|
0.687
|
|
SEXO:
|
|
|
|
|
0.001
|
0.453
|
0.172
|
0.003
|
|
Hombre
|
286 (46.8%)
|
5 (71.4%)
|
186 (52.2%)
|
95 (38.3%)
|
|
|
|
|
|
Mujer
|
325 (53.2%)
|
2 (28.6%)
|
170 (47.8%)
|
153 (61.7%)
|
|
|
|
|
|
PROCEDENCIA:
|
|
|
|
|
0.068
|
0.381
|
0.218
|
0.218
|
|
Urbano
|
469 (76.8%)
|
4 (57.1%)
|
265 (74.4%)
|
200 (80.6%)
|
|
|
|
|
|
Rural
|
142 (23.2%)
|
3 (42.9%)
|
91 (25.6%)
|
48 (19.4%)
|
|
|
|
|
|
ESTADO CIVIL:
|
|
|
|
|
0.336
|
0.473
|
0.473
|
0.473
|
|
Soltero
|
576 (94.3%)
|
6 (85.7%)
|
336 (94.4%)
|
234 (94.4%)
|
|
|
|
|
|
Casado
|
29 (4.75%)
|
1 (14.3%)
|
15 (4.21%)
|
13 (5.24%)
|
|
|
|
|
|
Otro
|
6 (0.98%)
|
0 (0.00%)
|
5 (1.40%)
|
1 (0.40%)
|
|
|
|
|
|
AREA:
|
|
|
|
|
.
|
0.641
|
0.237
|
0.010
|
|
Educación
|
67 (11.0%)
|
1 (14.3%)
|
44 (12.4%)
|
22 (8.87%)
|
|
|
|
|
|
Artes y humanidades
|
119 (19.5%)
|
2 (28.6%)
|
83 (23.3%)
|
34 (13.7%)
|
|
|
|
|
|
Ciencias sociales y derecho
|
41 (6.71%)
|
0 (0.00%)
|
24 (6.74%)
|
17 (6.85%)
|
|
|
|
|
|
Administración y negocios
|
50 (8.18%)
|
1 (14.3%)
|
31 (8.71%)
|
18 (7.26%)
|
|
|
|
|
|
Tecnologías de la información y comunicación
|
30 (4.91%)
|
1 (14.3%)
|
19 (5.34%)
|
10 (4.03%)
|
|
|
|
|
|
Ingeniería, manufactura y construcción
|
49 (8.02%)
|
1 (14.3%)
|
29 (8.15%)
|
19 (7.66%)
|
|
|
|
|
|
Ciencias de la salud
|
234 (38.3%)
|
1 (14.3%)
|
112 (31.5%)
|
121 (48.8%)
|
|
|
|
|
|
Servicios
|
21 (3.44%)
|
0 (0.00%)
|
14 (3.93%)
|
7 (2.82%)
|
|
|
|
|
|
¿TRABAJAS?:
|
|
|
|
|
0.088
|
0.711
|
0.679
|
0.114
|
|
Si
|
353 (57.8%)
|
5 (71.4%)
|
218 (61.2%)
|
130 (52.4%)
|
|
|
|
|
|
No
|
258 (42.2%)
|
2 (28.6%)
|
138 (38.8%)
|
118 (47.6%)
|
|
|
|
|
|
CONSULTA DENTAL:
|
|
|
|
|
1.000
|
1.000
|
1.000
|
1.000
|
|
Si
|
563 (92.1%)
|
7 (100%)
|
328 (92.1%)
|
228 (91.9%)
|
|
|
|
|
|
No
|
48 (7.86%)
|
0 (0.00%)
|
28 (7.87%)
|
20 (8.06%)
|
|
|
|
|
|
ULTIMA CONSULTA:
|
|
|
|
|
.
|
0.304
|
0.118
|
0.118
|
|
< 6 meses
|
292 (47.8%)
|
2 (28.6%)
|
158 (44.4%)
|
132 (53.2%)
|
|
|
|
|
|
6 a 12 meses
|
129 (21.1%)
|
3 (42.9%)
|
76 (21.3%)
|
50 (20.2%)
|
|
|
|
|
|
> 12 meses
|
82 (13.4%)
|
0 (0.00%)
|
51 (14.3%)
|
31 (12.5%)
|
|
|
|
|
|
No me acuerdo
|
60 (9.82%)
|
2 (28.6%)
|
43 (12.1%)
|
15 (6.05%)
|
|
|
|
|
|
Nunca
|
48 (7.86%)
|
0 (0.00%)
|
28 (7.87%)
|
20 (8.06%)
|
|
|
|
|
|
MOTIVO CONSULTA:
|
|
|
|
|
.
|
0.929
|
0.493
|
0.154
|
|
Revisión
|
176 (28.8%)
|
2 (28.6%)
|
95 (26.7%)
|
79 (31.9%)
|
|
|
|
|
|
Limpieza
|
224 (36.7%)
|
2 (28.6%)
|
124 (34.8%)
|
98 (39.5%)
|
|
|
|
|
|
Relleno
|
42 (6.87%)
|
1 (14.3%)
|
32 (8.99%)
|
9 (3.63%)
|
|
|
|
|
|
Extracción
|
45 (7.36%)
|
1 (14.3%)
|
31 (8.71%)
|
13 (5.24%)
|
|
|
|
|
|
Otro
|
76 (12.4%)
|
1 (14.3%)
|
46 (12.9%)
|
29 (11.7%)
|
|
|
|
|
|
No_ha_consultado
|
48 (7.86%)
|
0 (0.00%)
|
28 (7.87%)
|
20 (8.06%)
|
|
|
|
|
|
CEPILLADO:
|
|
|
|
|
<0.001
|
0.431
|
0.102
|
<0.001
|
|
1_vez
|
17 (2.78%)
|
1 (14.3%)
|
14 (3.93%)
|
2 (0.81%)
|
|
|
|
|
|
2_veces
|
187 (30.6%)
|
2 (28.6%)
|
130 (36.5%)
|
55 (22.2%)
|
|
|
|
|
|
3_veces
|
327 (53.5%)
|
4 (57.1%)
|
179 (50.3%)
|
144 (58.1%)
|
|
|
|
|
|
4_veces_o_>
|
80 (13.1%)
|
0 (0.00%)
|
33 (9.27%)
|
47 (19.0%)
|
|
|
|
|
|
HILO DENTAL:
|
|
|
|
|
<0.001
|
0.440
|
0.018
|
<0.001
|
|
Si
|
108 (17.7%)
|
0 (0.00%)
|
41 (11.5%)
|
67 (27.0%)
|
|
|
|
|
|
A_veces
|
217 (35.5%)
|
1 (14.3%)
|
114 (32.0%)
|
102 (41.1%)
|
|
|
|
|
|
No
|
286 (46.8%)
|
6 (85.7%)
|
201 (56.5%)
|
79 (31.9%)
|
|
|
|
|
|
ACTITUDES:
|
|
|
|
|
.
|
0.023
|
<0.001
|
.
|
|
0
|
12 (1.96%)
|
2 (28.6%)
|
10 (2.81%)
|
0 (0.00%)
|
|
|
|
|
|
1
|
90 (14.7%)
|
3 (42.9%)
|
87 (24.4%)
|
0 (0.00%)
|
|
|
|
|
|
2
|
163 (26.7%)
|
2 (28.6%)
|
132 (37.1%)
|
29 (11.7%)
|
|
|
|
|
|
3
|
243 (39.8%)
|
0 (0.00%)
|
106 (29.8%)
|
137 (55.2%)
|
|
|
|
|
|
4
|
88 (14.4%)
|
0 (0.00%)
|
20 (5.62%)
|
68 (27.4%)
|
|
|
|
|
|
5
|
13 (2.13%)
|
0 (0.00%)
|
1 (0.28%)
|
12 (4.84%)
|
|
|
|
|
|
6
|
2 (0.33%)
|
0 (0.00%)
|
0 (0.00%)
|
2 (0.81%)
|
|
|
|
|
|
CONDUCTA:
|
|
|
|
|
.
|
<0.001
|
<0.001
|
.
|
|
0
|
2 (0.33%)
|
1 (14.3%)
|
1 (0.28%)
|
0 (0.00%)
|
|
|
|
|
|
1
|
3 (0.49%)
|
1 (14.3%)
|
2 (0.56%)
|
0 (0.00%)
|
|
|
|
|
|
2
|
23 (3.76%)
|
4 (57.1%)
|
19 (5.34%)
|
0 (0.00%)
|
|
|
|
|
|
3
|
85 (13.9%)
|
1 (14.3%)
|
83 (23.3%)
|
1 (0.40%)
|
|
|
|
|
|
4
|
179 (29.3%)
|
0 (0.00%)
|
145 (40.7%)
|
34 (13.7%)
|
|
|
|
|
|
5
|
212 (34.7%)
|
0 (0.00%)
|
86 (24.2%)
|
126 (50.8%)
|
|
|
|
|
|
6
|
107 (17.5%)
|
0 (0.00%)
|
20 (5.62%)
|
87 (35.1%)
|
|
|
|
|
|
ACTITUDES Y CONDUCTA:
|
|
|
|
|
.
|
<0.001
|
<0.001
|
<0.001
|
|
2
|
2 (0.33%)
|
2 (28.6%)
|
0 (0.00%)
|
0 (0.00%)
|
|
|
|
|
|
3
|
5 (0.82%)
|
5 (71.4%)
|
0 (0.00%)
|
0 (0.00%)
|
|
|
|
|
|
4
|
29 (4.75%)
|
0 (0.00%)
|
29 (8.15%)
|
0 (0.00%)
|
|
|
|
|
|
5
|
58 (9.49%)
|
0 (0.00%)
|
58 (16.3%)
|
0 (0.00%)
|
|
|
|
|
|
6
|
116 (19.0%)
|
0 (0.00%)
|
116 (32.6%)
|
0 (0.00%)
|
|
|
|
|
|
7
|
153 (25.0%)
|
0 (0.00%)
|
153 (43.0%)
|
0 (0.00%)
|
|
|
|
|
|
8
|
153 (25.0%)
|
0 (0.00%)
|
0 (0.00%)
|
153 (61.7%)
|
|
|
|
|
|
9
|
74 (12.1%)
|
0 (0.00%)
|
0 (0.00%)
|
74 (29.8%)
|
|
|
|
|
|
10
|
17 (2.78%)
|
0 (0.00%)
|
0 (0.00%)
|
17 (6.85%)
|
|
|
|
|
|
11
|
4 (0.65%)
|
0 (0.00%)
|
0 (0.00%)
|
4 (1.61%)
|
|
|
|
|
