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Observational Study
Copyright: ©Author(s) 2026.
World J Clin Pediatr. Dec 9, 2026; 15(4): 117939
Published online Dec 9, 2026. doi: 10.5409/wjcp.117939
Table 1 Demographic characteristics of adolescents and their caregivers, n (%)
Demographic characteristics
Results, n = 540
Age in years11.43 ± 1.16
Sex
Male244 (45.2)
Female296 (54.8)
Education: Grade
Upper primary school: 4-6280 (51.9)
Junior high school: 7-9260 (48.1)
School type
Public school272 (50.4)
Private school268 (49.6)
GPAX
2.01-3.00121 (22.4)
> 3.00419 (77.6)
Physical health problems
No494 (91.5)
Yes46 (8.5)
Caregiver’s age in years
31-40156 (28.9)
41-50355 (65.7)
> 5029 (5.4)
Caregiver’s sex
Male54 (10.0)
Female486 (90.0)
Caregiver’s marital status
Married516 (95.6)
Divorce24 (4.4)
Relationship with child
Mother476 (88.1)
Father43 (8.0)
Others21 (3.9)
Father’s educational level
Below a bachelor’s degree53 (9.8)
Bachelor’s degree and above487 (90.2)
Mother’s educational level
Below a bachelor’s degree69 (12.8)
Bachelor’s degree and above471 (87.2)
Father’s occupation
Government employee 218 (40.4)
Private company employee322 (59.6)
Mother’s occupation
Government employee 146 (27.0)
Private company employee389 (72.0)
Unemployed5 (0.9)
Family monthly income
617-1544 United States dollars157 (10.6)
> 1544 United States dollars1483 (89.4)
Caregiver’s physical health problems17 (3.1)
Caregiver’s mental health problems29 (5.4)
Table 2 Univariate logistic regression results for the association between demographic characteristics and risk or problematic behavioral and emotional problems1
FactorsRisk or problematic behavioral and emotional problem
Emotional problem
Conduct problem
Hyperactive problem
Peer problem
Prosocial behavior
Child’s factor
Sex
MaleReference
Female0.814 (0.542, 1.222); 0.3210.653 (0.429, 0.994); 0.047a0.732 (0.483, 1.109); 0.141a1.028 (0.628, 1.684); 0.9120.750 (0.453, 1.240); 0.262
Education
Upper primary school Reference
Junior high school1.100 (0.733, 1.651); 0.6451.098 (0.722, 1.669); 0.6631.074 (0.709, 1.626); 0.7360.903 (0.552, 1.476); 0.6830.732 (0.440, 1.217); 0.229
School type
Public schoolReference
Private school0.896 (0.597, 1.345); 0.5970.848 (0.558, 1.291); 0.4430.761 (0.501, 1.154); 0.199a0.791 (0.483, 1.295); 0.3521.017 (0.616, 1.681); 0.947
GPAX
2.01-3.00Reference
> 3.000.408 (0.261, 0.639); < 0.001a0.534 (0.336, 0.853); 0.009a0.427 (0.271, 0.674); < 0.001a0.548 (0.321, 0.936); 0.028a0.886 (0.492, 1.595); 0.686
Physical health problems
NoReference
Yes1.261 (0.632, 2.520); 0.5111.094 (0.525, 2.281); 0.8101.208 (0.593, 2.461); 0.6030.751 (0.287, 1.967); 0.5601.467 (0.654, 3.289); 0.352
Caregiver and family factors
Caregiver’s age in years
31-40Reference
41-50 1.003 (0.629, 1.599); 0.9900.955 (0.595, 1.534); 0.8501.106 (0.689, 1.776); 0.6761.073 (0.606, 1.900); 0.8080.698 (0.405, 1.205); 0.197a
> 50 4.152 (1.818, 9.479); 0.001a2.464 (1.056, 5.748); 0.037a1.890 (0.783, 4.564); 0.157a3.245 (1.291, 8.154); 0.012a1.435 (0.529, 3.893); 0.478
Caregiver’s sex
MaleReference
Female0.585 (0.317, 1.082); 0.0871.140 (0.554, 2.344); 0.7220.731 (0.383, 1.396); 0.3430.667 (0.320, 1.392); 0.2810.474 (0.236, 0.953); 0.036a
Caregiver’s marital status
MarriedReference
Divorce15.614 (5.693, 42.820); < 0.001a8.979 (3.733, 21.596); < 0.001a13.295 (5.140, 34.389) < 0.001a3.409 (1.404, 8.278); 0.007a11.500 (4.878, 27.111); < 0.001
Relationship with child
MotherReference
Father1.792 (0.913, 3.519); 0.090a0.905 (0.407, 2.014); 0.8061.512 (0.749, 3.054); 0.2481.526 (0.677, 3.442); 0.3081.908 (0.871, 4.180); 0.107a
Others1.160 (0.415, 3.243); 0.7771.583 (0.598, 4.189); 0.3550.919 (0.302, 2.795); 0.8821.571 (0.512, 4.822); 0.4301.201 (0.343, 4.204); 0.774
Father’s educational level
Below a bachelor’s degreeReference
Bachelor’s degree and above0.355 (0.197, 0.640); 0.001a0.411 (0.224, 0.754); 0.004a0.226 (0.126, 0.406); < 0.0010.349 (0.181, 0.673); 0.002a0.604 (0.288, 1.265); 0.182a
Mother’s educational level
Less than Bachelor’sReference
More than a Bachelor’s0.286 (0.169, 0.484); < 0.001a0.309 (0.181, 0.528); < 0.001a0.179 (0.105, 0.305); < 0.001a0.265 (0.148, 0.475); < 0.001a0.352 (0.191, 0.647); 0.001a
Father’s occupation
Public sector Reference
Private sector0.658 (0.437, 0.990); 0.045a0.670 (0.439, 1.021); 0.062a1.029 (0.674, 1.572); 0.8940.872 (0.531, 1.432); 0.5880.778 (0.469, 1.289); 0.330
Mother’s occupation
Public sector Reference
Private sector0.972 (0.616, 1.533); 0.9020.930 (0.583, 1.486); 0.7631.394 (0.852, 2.281); 0.1860.918 (0.532, 1.587); 0.7600.838 (0.482, 1.455); 0.530
Unemployed0.856 (0.092, 7.924); 0.8910.927 (0.100, 8.598); 0.9471.210 (0.130, 11.289); 0.8671.488 (0.158, 13.972); 0.7281.488 (0.158, 13.972); 0.728
Family monthly income (per month)
$617-$1544Reference
> $15440.189 (0.107, 0.335); < 0.001a0.212 (0.120, 0.375); < 0.001a0.132 (0.074, 0.237); < 0.0010.284 (0.152, 0.530); < 0.001a0.290 (0.154, 0.547); < 0.001a
Caregiver’s physical health problems0.744 (0.210, 2.631); 0.6460.833 (0.235, 2.952); 0.7770.805 (0.227, 2.849); 0.7361.364 (0.382, 4.866); 0.6320.411 (0.054, 3.150); 0.392
Caregiver’s mental health problems-210.395 (4.583, 23.578); < 0.001a22.760 (8.455, 61.267); < 0.001a4.346 (1.962, 9.624); < 0.001a4.682 (2.109, 10.395); < 0.001a
PCEs
Mentorship0.072 (0.043, 0.121); < 0.001a0.216 (0.133, 0.352); < 0.001a0.101 (0.061, 0.166); < 0.001a0.217 (0.127, 0.371); < 0.001a0.076 (0.043, 0.133); < 0.001a
Family resilience0.107 (0.065, 0.175); < 0.001a0.237 (0.146, 0.383); < 0.001a0.120 (0.074, 0.196); < 0.001a0.233 (0.137, 0.398); < 0.001a0.155 (0.090, 0.266); < 0.001a
Safe neighborhood0.504 (0.321, 0.792); 0.0030.385 (0.244, 0.607); < 0.001a0.476 (0.301, 0.753); 0.001a0.548 (0.321, 0.936); 0.028a0.744 (0.420, 1.316); 0.310
Supportive neighborhood0.358 (0.223, 0.576); < 0.001a0.470 (0.294, 0.751); 0.002a0.423 (0.263, 0.678); < 0.001a0.729 (0.433, 1.227); 0.2340.694 (0.405, 1.187); 0.182a
Afterschool activity0.623 (0.413, 0.940); 0.024a0.613 (0.401, 0.937); 0.024a0.715 (0.469, 1.089); 0.118a0.573 (0.350, 0.939); 0.027a0.474 (0.285, 0.786); 0.004a
Volunteerism0.490 (0.298, 0.806); < 0.005a0.726 (0.450, 1.174); 0.1920.441 (0.261, 0.744); 0.002a0.862 (0.498, 1.495); 0.5981.021 (0.590, 1.766); 0.942
Share ideas with the caregiver0.059 (0.030, 0.116); < 0.001a0.126 (0.070, 0.227); < 0.001a0.041 (0.020, 0.084); < 0.001a0.135 (0.073, 0.248); < 0.001a0.149 (0.081, 0.276); < 0.001a
Number of PCEs ≥ 40.048 (0.028, 0.081); < 0.001a0.116 (0.071, 0.187); < 0.001a0.057 (0.034, 0.096); < 0.001a0.249 (0.147, 0.422); < 0.001a0.154 (0.090, 0.264); < 0.001a
Table 3 Multivariable logistic regression results for the association between demographic characteristics and risk or problematic behavioral and emotional problems1
FactorsRisk or problematic behavioral and emotional problems
Emotional problem
Conduct problem
Hyperactive problem
Peer problem
Prosocial behavior
Child’s factor
Sex
Male-Reference--
Female-0.704 (0.427, 1.160); 0.1680.884 (0.485, 1.613); 0.688--
School type
Public school--Reference--
Private school--1.286 (0.650, 2.541); 0.470--
GPAX
2.01-3.00Reference-
> 3.000.441 (0.213, 0.913); 0.027a0.993 (0.543, 1.818); 0.9830.792 (0.390, 1.609); 0.5190.862 (0.447, 1.663); 0.658-
Caregiver and family factors
Caregiver’s age in years
31-40 Reference
41-500.956 (0.469, 1.949); 0.9021.018 (0.581, 1.785); 0.9051.621 (0.808, 3.251); 0.1741.223 (0.635, 2.354); 0.5480.542 (0.268, 1.093); 0.087
> 5017.098 (1.971, 148.291); 0.010a1.900 (0.629, 5.744); 0.2550.702 (0.149, 3.309); 0.6552.842 (0.957, 8.438); 0.0601.876 (0.343, 10.264); 0.468
Caregiver’s sex
MaleReference---
Female3.154 (0.150, 66.287); 0.460---
Caregiver’s marital status
MarriedReference-
Divorce2.906 (0.363, 23.258); 0.3152.599 (0.847, 7.971); 0.0951.871 (0.394, 8.875); 0.4301.079 (0.338, 3.444); 0.898-
Relationship with child
MotherReference----
Father2.657 (0.112, 63.297); 0.546----
Others0.303 (0.031, 2.935); 0.303----
Father’s educational level
Less than Bachelor’sReference
More than a Bachelor’s1.219 (0.219, 6.796); 0.8221.613 (0.483, 5.384); 0.4371.003 (0.283, 3.556); 0.9971.197 (0.378, 3.795); 0.7600.604 (0.348, 1.278); 0.124
Mother’s educational level
Less than Bachelor’sReference
More than a Bachelor’s1.744 (0.288, 10.547); 0.544 1.156 (0.341, 3.916); 0.8160.379 (0.106, 1.354); 0.1350.351 (0.110, 1.122); 0.770.354 (0.089, 1.417); 0.142
Father’s occupation
Public sector Reference---
Private sector0.567 (0.292, 1.099); 0.0930.634 (0.374, 1.075); 0.091---
Mother’s occupation
Public sector --Reference--
Private sector--0.968 (0.473, 1.984); 0.930--
Unemployed--0.178 (0.005, 6.711); 0.351--
Family monthly income
$617-$1544Reference
> $15440.536 (0.096, 2.985); 0.4760.449 (0.136, 1.484); 0.1890.450 (0.120, 1.685); 0.2361.744 (0.487, 6.241); 0.3921.238 (0.290, 5.280); 0.773
Caregiver’s mental health problems-2.319 (0.820, 6.553); 0.1136.077 (1.394, 26.490); 0.016a1.468 (0.510, 4.228); 0.4770.768 (0.232, 2.543); 0.666
PCEs
Mentorship0.140 (0.062, 0.316); < 0.001a0.646 (0.318, 1.315); 0.228 0.350 (0.158, 0.772); 0.009a0.359 (0.172, 0.749); 0.006a0.091 (0.042, 0.198); < 0.001a
Family resilience0.390 (0.166, 0.916); 0.031a0.789 (0.380, 1.639); 0.5250.375 (0.168, 0.836); 0.016a0.322 (0.154, 0.672); 0.003a0.278 (0.122, 0.633); 0.002a
Safe neighborhood1.839 (0.693, 4.882); 0.2210.657 (0.339, 1.274); 0.2141.410 (0.571, 3.480); 0.4560.645 (0.310, 1.344); 0.242-
Supportive neighborhood0.460 (0.218, 0.972); 0.042a0.710 (0.395, 1.275); 0.2510.591 (0.287, 1.218); 0.154-0.749 (0.355, 1.582); 0.449
Afterschool activity0.790 (0.386, 1.618); 0.520 0.853 (0.486, 1.496); 0.5781.025 (0.502, 2.094); 0.9450.489 (0.267, 0.897); 0.021a0.317 (0.157, 0.642); 0.001a
Volunteerism1.010 (0.471, 2.163); 0.9801.354 (0.743, 2.467); 0.322 0.738 (0.345, 1.581); 0.434--
Share ideas with the caregiver0.132 (0.050, 0.351); < 0.01a0.226 (0.105, 0.488); < 0.01a0.066 (0.026, 0.167); < 0.001a0.217 (0.101, 0.468); < 0.001a0.294 (0.123, 0.707); 0.006a
Number of PCEs ≥ 40.256 (0.079, 0.830); 0.023a0.400 (0.158, 1.015); 0.0540.324 (0.107, 0.982); 0.046a2.039 (0.816, 5.092); 0.1272.165 (0.794, 5.898); 0.131


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