| Literature DB >> 28062469 |
Minxue Shen1,2, Ming Hu2, Zhenqiu Sun2.
Abstract
OBJECTIVES: To develop and validate brief scales to measure common emotional and behavioural problems among adolescents in the examination-oriented education system and collectivistic culture of China.Entities:
Keywords: anxiety; behavioral problem; child health; depression; item response theory
Mesh:
Year: 2017 PMID: 28062469 PMCID: PMC5223728 DOI: 10.1136/bmjopen-2016-012961
Source DB: PubMed Journal: BMJ Open ISSN: 2044-6055 Impact factor: 2.692
Demographic characteristics of participants
| Characteristics | N (%) |
|---|---|
| City/county | |
| Changsha | 1066 (22.6) |
| Shaoyang | 1268 (26.8) |
| Liuyang | 1226 (25.9) |
| Ningxiang | 1167 (24.7) |
| Gender | |
| Male | 2408 (50.9) |
| Female | 2319 (49.1) |
| Age (years) | |
| 11–14 | 2057 (43.5) |
| 15–19 | 2670 (56.5) |
| Grade | |
| 7th–9th | 2459 (52.0) |
| 10th–12th | 2268 (48.0) |
| Ethnic group | |
| Han | 4649 (98.3) |
| Minority | 78 (1.7) |
| Parent's marriage status | |
| Married | 3873 (81.9) |
| Divorced/separated/widowed | 212 (4.5) |
| Declined/missing | 642 (13.6) |
| Father's education level | |
| Primary school | 286 (6.1) |
| Junior School | 1445 (30.6) |
| High School | 1186 (25.1) |
| College and above | 1123 (23.7) |
| Declined/missing | 687 (14.5) |
| Mother's education level | |
| Primary school | 414 (8.8) |
| Junior School | 1673 (35.4) |
| High School | 1194 (25.3) |
| College and above | 776 (16.4) |
| Declined/missing | 670 (14.2) |
Exploratory factor analyses for the four scales
| Scale | Factors | Per cent of variance | Items |
|---|---|---|---|
| Anxiety | 1. General symptoms | 36.5 | A1–A9 |
| 2. Sleeping status | 9.5 | A10, A11 | |
| Depression | 1. General symptoms | 29.5 | D1–D4, D6, D8, D10, D11 |
| 2. Other symptoms | 9.6 | D5, D7, D9, D12 | |
| Study | 1. Interest of study | 36.7 | ST1–ST6, ST11–ST13 |
| 2. Stress coping | 10.3 | ST7–ST10 | |
| Sociality | 1. At home | 41.4 | SO1–SO4 |
| 2. At school | 15.7 | SO5–SO10 |
Construct validity and reliability of the four scales
| Anxiety | Depression | Study | Sociality | |
|---|---|---|---|---|
| CFA model fit | ||||
| RMSEA | 0.054 | 0.032 | 0.062 | 0.079 |
| CFI | 0.953 | 0.974 | 0.934 | 0.902 |
| TLI | 0.938 | 0.968 | 0.919 | 0.861 |
| Reliability | ||||
| Cronbach's α | 0.804 | 0.759 | 0.846 | 0.735 |
| Split-half reliability | 0.717 | 0.750 | 0.808 | 0.491 |
| Test–retest reliability * | 0.725 | 0.764 | 0.794 | 0.725 |
*Test–retest reliability was tested among 220 students.
CFA, confirmatory factor analysis; CFI, comparative fit index; RMSEA, root mean square error of approximation; TLI, Tucker-Lewis index.
Psychometric parameters of items in the original scale
| Scales/items | Pearson's correlation | Factor loading | IRT parameters | DIF test for gender | |||||
|---|---|---|---|---|---|---|---|---|---|
| ai | b1 | b2 | b3 | bi (mean) | Δai | Δbi | |||
| Anxiety | |||||||||
| A1. I feel more nervous and anxious than usual. | 0.61 | 0.56 | 1.40 | –0.34 | 1.58 | 2.91 | 1.38 | 0.09 | –0.09 |
| A2. I feel afraid for no reason at all. | 0.65 | 0.62 | 1.68 | 0.31 | 1.68 | 2.72 | 1.57 | 0.41* | –0.41* |
| A3. I get upset easily. | 0.72 | 0.72 | 2.20 | –0.82 | 0.70 | 1.89 | 0.59 | 0.12 | –0.07 |
| A4. I feel that I am going to be crazy. | 0.70 | 0.70 | 2.28 | 0.45 | 1.46 | 2.21 | 1.38 | 0.28 | –0.04 |
| A5. I feel weak and get tired easily. | 0.70 | 0.68 | 1.90 | –0.44 | 0.63 | 2.10 | 0.76 | 0.20 | –0.03 |
| A6. I always feel my heart beating fast. | 0.63 | 0.57 | 1.55 | 0.23 | 1.94 | 2.96 | 1.71 | –0.13 | 0.39* |
| A7. I always feel trouble with breathing. | 0.62 | 0.56 | 1.66 | 0.93 | 2.22 | 3.18 | 2.11 | –0.03 | –0.11 |
| A8. I am bothered by headaches, neck/back pain, or abdominal pain. | 0.63 | 0.56 | 1.29 | –0.27 | 1.43 | 2.81 | 1.32 | –0.09 | –0.13 |
| A9. I have to empty my bladder often. | 0.39 | 0.28 | 0.61 | –0.38 | 3.25 | 6.25 | 3.04 | –0.14 | 1.00 |
| A10. I fall asleep easily and get a good night's rest. | 0.40 | 0.32 | 0.56 | –1.77 | 0.61 | 3.57 | 0.80 | 0.03 | 0.10 |
| A11. I often have nightmares. | 0.55 | 0.59 | 2.27 | 0.50 | 2.11 | 2.81 | 1.81 | –0.34 | 0.08 |
| Depression | |||||||||
| D1. I feel downhearted and blue. | 0.64 | 0.67 | 1.89 | –0.43 | 1.40 | 2.34 | 1.11 | 0.18 | 0.09 |
| D2. I often feel like crying. | 0.59 | 0.59 | 1.50 | –0.21 | 1.23 | 2.33 | 1.12 | 0.37* | –0.62* |
| D3. I have trouble sleeping at night. | 0.52 | 0.47 | 1.02 | –0.13 | 1.66 | 3.00 | 1.51 | 0.07 | 0.15 |
| D4. My heart beats faster than usual. | 0.51 | 0.50 | 1.26 | 0.63 | 2.63 | 3.67 | 2.31 | –0.08 | 0.45* |
| D5. I eat as much as I used to. | 0.37 | 0.39 | 1.09 | –0.99 | 0.52 | 2.16 | 0.56 | 0.09 | 0.12 |
| D6. I get tired for no reason. | 0.62 | 0.64 | 1.72 | –0.32 | 1.20 | 2.22 | 1.03 | 0.23 | –0.05 |
| D7. My mind is as clear as it used to be. | 0.50 | 0.66 | 1.55 | –0.91 | 0.52 | 2.01 | 0.54 | 0.15 | 0.05 |
| D8. I am restless and cannot keep still. | 0.64 | 0.69 | 2.12 | –0.33 | 1.22 | 2.21 | 1.03 | 0.02 | 0.13 |
| D9. I feel hopeful about the future. | 0.46 | 0.49 | 1.06 | –0.20 | 1.42 | 3.23 | 1.48 | 0.07 | –0.08 |
| D10. I am more irritable than usual. | 0.54 | 0.52 | 1.26 | –0.56 | 1.37 | 2.55 | 1.12 | 0.07 | 0.10 |
| D11. I feel I am inferior to my classmates. | 0.56 | 0.48 | 1.07 | –0.71 | 1.53 | 2.91 | 1.24 | 0.08 | –0.24 |
| D12. I am still interested in the things that I used to do. | 0.39 | 0.42 | 0.99 | –0.57 | 1.16 | 3.71 | 1.43 | 0.14 | –0.20 |
| Study problem | |||||||||
| ST1. I am not interested in studying. | 0.62 | 0.61 | 1.89 | –0.58 | 1.37 | 2.41 | 1.07 | 0.46* | –0.08 |
| ST2. I have to compel myself to study. | 0.60 | 0.57 | 1.45 | –0.88 | 1.01 | 2.48 | 0.87 | 0.62* | –0.07 |
| ST3. I am not good at arranging time for study. | 0.65 | 0.64 | 1.58 | –1.25 | 0.57 | 2.04 | 0.45 | 0.02 | –0.08 |
| ST4. I cannot concentrate in class. | 0.68 | 0.69 | 2.01 | –0.89 | 0.95 | 2.13 | 0.73 | 0.09 | 0.05 |
| ST5. I never discuss questions with teachers or classmates. | 0.51 | 0.46 | 0.96 | –0.74 | 1.41 | 2.90 | 1.19 | –0.11 | 0.45* |
| ST6. I hardly teach myself even if the teacher asks me to. | 0.60 | 0.56 | 1.42 | –0.80 | 0.92 | 2.11 | 0.74 | 0.06 | 0.08 |
| ST7. I feel stressful when learning. | 0.59 | 0.59 | 1.39 | –1.50 | 0.38 | 1.62 | 0.17 | 0.13 | 0.12 |
| ST8. I feel that I cannot achieve my parents’ or teachers’ expectation. | 0.70 | 0.78 | 2.98 | –0.95 | 0.25 | 1.09 | 0.13 | –0.08 | 0.03 |
| ST9. I become very nervous before examinations. | 0.37 | 0.32 | 0.79 | –0.73 | 1.71 | 3.25 | 1.41 | 0.25 | –0.23 |
| ST10. I have no confidence in accomplishing my schoolwork. | 0.69 | 0.76 | 2.20 | –0.54 | 0.78 | 1.60 | 0.62 | 0.29 | –0.13 |
| ST11. I am always absent from school. | 0.27 | 0.26 | 1.43 | 2.77 | 4.14 | 4.63 | 3.85 | 0.17 | 0.29* |
| ST12. I feel that I cannot adapt myself to the current stage of learning. | 0.69 | 0.69 | 1.80 | –0.32 | 1.59 | 2.47 | 1.25 | 0.03 | –0.17 |
| ST13. I hate studying. | 0.69 | 0.70 | 2.38 | –0.10 | 1.58 | 2.26 | 1.25 | 0.07 | 0.01 |
| Sociality problem | |||||||||
| SO1. I get along well with my parents. | 0.66 | 0.77 | 2.87 | –0.17 | 0.93 | 2.12 | 0.96 | 0.27 | –0.07 |
| SO2. I would like to talk to my parents when I have troubles. | 0.63 | 0.64 | 1.61 | –1.39 | –0.57 | 0.80 | –0.39 | 0.30 | 0.18 |
| SO3. I feel that my parents are interfering in my life too much. | 0.41 | 0.37 | 0.94 | –0.60 | 1.85 | 2.98 | 1.41 | –0.05 | 0.47* |
| SO4. I feel happy at home. | 0.63 | 0.71 | 2.16 | –0.51 | 0.54 | 1.85 | 0.63 | –0.21 | –0.06 |
| SO5. I would like to talk to my teachers when I have troubles. | 0.50 | 0.43 | 0.50 | –5.52 | –3.66 | –0.14 | –3.11 | –0.15 | –0.85 |
| SO6. I get along well with my classmates. | 0.59 | 0.69 | 3.09 | –0.09 | 1.25 | 2.48 | 1.21 | 0.38 | –0.06 |
| SO7. I feel that I can deal with the troubles among classmates well. | 0.56 | 0.60 | 2.02 | –0.50 | 0.69 | 2.21 | 0.80 | 0.18 | –0.05 |
| SO8. I feel that I am often misunderstood by my classmates. | 0.36 | 0.25 | 0.59 | –0.54 | 3.03 | 5.25 | 2.58 | 0.14 | –0.40 |
| SO9. I have friends that I can share my happiness and secrets with. | 0.52 | 0.49 | 1.19 | –0.26 | 0.96 | 2.17 | 0.96 | 0.13 | 0.40* |
| SO10. I feel happy at school. | 0.57 | 0.58 | 1.19 | –1.12 | 0.51 | 2.61 | 0.67 | –0.09 | –0.09 |
ai: discrimination parameter for item i. b1 to b3: difficulty parameters of each category. bi: mean difficulty parameter for categories 1–4 of item i. Δai=ai (girls)—ai (boys), Δbi=bi (girls)—bi (boys).
* p<0.001 (the significant level for DIF tests).
DIF, differential item functioning.
Figure 1Test information curves. Test information curves are presented for each dimension of a scale. Ability signifies the severity of anxiety, depression, study problem and sociality problem, respectively, estimated from the item response model; it ranges from −3 to 3. The test information of anxiety, depression and study problem peaked among students with high level of the traits, while the test information of sociality problem reached a peak among students with moderate level of the trait.