| Literature DB >> 35955063 |
Sarah Susanne Lütke Lanfer1, Ruth Pfeifer1, Claas Lahmann1, Alexander Wünsch1,2.
Abstract
To improve the health status of teachers, there is a need for good and reliable instruments to continuously assess their mental health. The current study proposed the GHQ-12 questionnaire as an appropriate instrument for measuring the mental health of teachers. The GHQ-12 is a well-established screening instrument that has mostly been applied in non-teaching samples. In the current study, the psychometric properties of the questionnaire were analyzed using a large sample of German teachers (N = 3996). The data was collected yearly over an extended period of time (2012-2020). Results showed good to very good reliability, as well as high correspondence to burnout and life satisfaction scales. Principal axis factor analysis supported a two-factor structure: Factor 1 represents "depression/stress" and Factor 2 represents "loss of confidence". However, the mental health of the investigated teachers was worse than that of a representative sample in Germany. Consequently, this study highlighted the fact that the teaching profession is vulnerable to mental strain and underlined the importance of promoting prevention programs that could help to sustain and foster the mental health of teachers. In this context, the GHQ-12 could be proposed as a good and economic tool to assess and analyze mental health in German teachers. The presented norm could help practitioners and teachers to compare individual scores within a larger peer group.Entities:
Keywords: burnout; culture; factor structure; mental health; prevention; teacher
Mesh:
Year: 2022 PMID: 35955063 PMCID: PMC9368010 DOI: 10.3390/ijerph19159708
Source DB: PubMed Journal: Int J Environ Res Public Health ISSN: 1660-4601 Impact factor: 4.614
The demographic variables and GHQ scores of the study sample.
| Study Sample | GHQ Score | z-/H-Value | |||
|---|---|---|---|---|---|
|
| 3996 | 14.48 (5.93) 1 | |||
|
| |||||
| Gender | −2.47 ** | ||||
| female | 3189 (81.6%) | 14.51 (5.88) | |||
| male | 716 (18.3%) | 14.04 (6.00) | |||
| Age (years) | 39.50 *** | ||||
| <35 | 332 | (8.3%) | 13.57 | (5.78) | |
| 35–39 | 420 | (10.6%) | 13.80 | (5.98) | |
| 40–44 | 689 | (17.3%) | 14.22 | (5.83) | |
| 45–49 | 734 | (18.4%) | 14.11 | (5.81) | |
| 50–54 | 775 | (19.5%) | 14.83 | (5.92) | |
| >55 | 1030 | (25.9%) | 15.23 | (6.01) | |
| Relationship status | −5.21 *** | ||||
| no | 783 | (19.9%) | 15.50 | (6.11) | |
| yes | 3148 | (80.1%) | 14.19 | (5.84) | |
| Tenure (years) | 31.97 *** | ||||
| <10 | 865 | (21.7%) | 13.95 | (6.08) | |
| 10–14 | 1064 | (26.7%) | 14.40 | (5.77) | |
| 15–19 | 779 | (19.5%) | 14.01 | (5.71) | |
| >20 | 1279 | (32.1%) | 15.18 | (6.03) | |
| Teaching load | 4.67 | ||||
| 100% | 1960 | (49.3%) | 14.29 | (6.00) | |
| >75% | 839 | (21.1%) | 14.69 | (5.88) | |
| 50–75% | 971 | (24.4%) | 14.62 | (5.76) | |
| <50% | 206 | (5.2%) | 14.57 | (6.28) | |
| Leadership responsibility | −0.50 | ||||
| No | 3330 | (88.2%) | 14.43 | (5.92) | |
| Yes | 446 | (11.8%) | 14.56 | (6.02) | |
| School type | 19.55 ** | ||||
| Basic elementary school (1st–4th year) | 943 | (23.6%) | 14.69 | (5.88) | |
| Secondary school (5th–9th year) | 331 | (8.3%) | 14.87 | (6.46) | |
| Secondary school (5th–10th year) | 475 | (11.9%) | 14.44 | (5.85) | |
| High school (5th–13th year) | 905 | (22.7%) | 13.92 | (5.85) | |
| Community school | 117 | (2.9%) | 15.63 | (6.37) | |
| Vocational school | 702 | (17.6%) | 14.36 | (5.90) | |
| special schools for mentally or physically handicapped pupils | 472 | (11.8%) | 14.69 | (5.64) | |
| Others | 49 | (1.2%) | 15.54 | (6.41) | |
Note: N = 3776–3994; ** p < 0.01; *** p < 0.001; 1 due to missing values, the GHQ-12 sum scores were only available for 3909 participants.
The correlations between the demographics and the health variables.
| 1. | 2. | 3. | 4. | 5. | 6. | 7. | 8. | 9. | 10. | 11. | |
|---|---|---|---|---|---|---|---|---|---|---|---|
|
| |||||||||||
|
Age | 1 | ||||||||||
|
Gender | 0.058 ** | 1 | |||||||||
|
Relationship Status | −0.062 ** | 0.077 ** | 1 | ||||||||
|
Tenure | 0.742 ** | 0.036 * | −0.053 ** | 1 | |||||||
|
Teaching Load | −0.122 ** | −0.294 ** | 0.126 ** | −0.165 ** | 1 | ||||||
|
Leadership Role | 0.134 ** | 0.041 * | 0.037 * | 0.194 ** | −0.257 ** | 1 | |||||
|
| |||||||||||
|
GHQ (Sum) |
| −0.031 |
|
| 0.024 | 0.007 | 1 | ||||
|
Emotional Exhaustion | 0.091 * | −0.032 | −0.088 * | 0.086 * | 0.041 | −0.076 * |
| 1 | |||
|
Depersonalization | −0.053 | 0.199 ** | −0.023 | −0.034 | −0.048 | −0.036 |
| 0.479 ** | 1 | ||
|
Professional Efficacy | −0.004 | −0.086 * | 0.043 | 0.061 | −0.169 ** | 0.221 ** |
| −0.437 ** | −0.493 ** | 1 | |
|
Life Satisfaction | −0.118 ** | −0.011 | 0.248 ** | −0.061 ** | −0.005 | 0.089 ** |
| - | - | - | 1 |
Note: * p < 0.05; ** p < 0.01; N = 715–783; N = 3038–3971.
The statistics for the GHQ-12 items.
|
|
|
| Skewness/ | Kurtosis/ | ||||
|---|---|---|---|---|---|---|---|---|
| 1. | Lost sleep over worry (N) | 3984 | 1.33 | (0.88) | −0.003 | 0.039 | −0.795 | 0.078 |
| 2. | Constantly under strain (N) | 3993 | 1.70 | (0.75) | 0.024 | 0.039 | −0.478 | 0.077 |
| 3. | Could concentrate (P) | 3987 | 1.38 | (0.61) | 0.730 | 0.039 | 0.242 | 0.078 |
| 4. | Play useful part in things (P) | 3995 | 1.05 | (0.62) | 0.563 | 0.039 | 1.36 | 0.077 |
| 5. | Face up to problems (P) | 3986 | 0.86 | (0.72) | 0.526 | 0.039 | 0.054 | 0.078 |
| 6. | Difficulty in decision making (N) | 3993 | 0.98 | (0.74) | 0.414 | 0.039 | −0.076 | 0.077 |
| 7. | Could not overcome difficulties (N) | 3991 | 1.20 | (0.78) | 0.229 | 0.039 | −0.371 | 0.077 |
| 8. | Reasonably happy (P) | 3982 | 1.44 | (0.76) | 0.215 | 0.039 | −0.295 | 0.078 |
| 9. | Enjoying day-to-day activities (P) | 3987 | 1.52 | (0.73) | 0.205 | 0.039 | −0.315 | 0.078 |
| 10. | Unhappy and depressed (N) | 3988 | 1.26 | (0.87) | 0.154 | 0.039 | −0.709 | 0.078 |
| 11. | Lost self-confidence (N) | 3985 | 1.08 | (0.81) | 0.319 | 0.039 | −0.495 | 0.078 |
| 12. | Felt worthless (N) | 3991 | 0.68 | (0.80) | 0.929 | 0.039 | 0.054 | 0.077 |
Note: N, negatively worded item; P, positively worded item; M, mean; SD, standard deviation; SE, standard error; scale range = 0–3. The answer scale for positive worded items was inverted. Lower mean scores represented better mental health and higher scores indicated higher levels of mental distress.
The pattern matrix for the principal axis factor analysis on all of the GHQ-12 items.
| Factor 1 | Factor 2 | |
|---|---|---|
| Item 2 |
| −0.246 |
| Item 9 |
| −0.087 |
| Item 8 |
| 0.045 |
| Item 1 |
| −0.033 |
| Item 7 |
| 0.192 |
| Item 10 |
| 0.257 |
| Item 3 |
| 0.041 |
| Item 12 | −0.015 |
|
| Item 11 | 0.187 |
|
| Item 4 | 0.109 |
|
| Item 6 |
|
|
| Item 5 | 0.027 | −0.035 |
| Eigenvalues | 5.02 | 0.65 |
| % of Variance | 41.82% | 5.46% |
Note: N = 3909; 12 iterations were needed to extract two factors. The extraction method was principal axis factor analysis with promax rotation and Kaiser normalization. The rotation took three iterations to converge. Eigenvalues above 0.3 (bold) indicate relatedness to the respective factor.
The pattern matrix for the principal axis factor analysis on 11 of the GHQ-12 items.
| Pattern Matrix | ||
|---|---|---|
| Factor | ||
| 1 | 2 | |
| Item 2 |
| −0.186 |
| Item 9 |
| −0.015 |
| Item 8 |
| 0.123 |
| Item 1 |
| 0.104 |
| Item 7 |
| 0.269 |
| Item 3 |
| 0.104 |
| Item 10 |
| 0.341 |
| Item 12 | −0.154 |
|
| Item 11 | 0.070 |
|
| Item 4 | 0.017 |
|
| Item 6 | 0.238 |
|
| Eigenvalues | 5.02 | 0.66 |
| % of Variance | 45.62% | 5.94% |
| α | 0.87 | 0.79 |
| MacDonald’s Omega | 0.87 | 0.81 |
Note: N = 3919. The extraction method was principal axis factor analysis with promax rotation and Kaiser normalization. It took 12 iterations to extract two factors and the rotation took three iterations to converge. Eigenvalues above 0.3 (bold) indicate relatedness to the respective factor.
The statistics for the fit of the tested models of the GHQ-12.
| Model | X2 |
| CFI | SRMR | RMSEA | AIC | BIC |
|---|---|---|---|---|---|---|---|
| Model 1 (unidimensional with all items) | 2351.91 *** | 54 | 0.883 | 0.054 | 0.104 | 2399.91 | 2550.42 |
| Model 2 (unidimensional without Item 5) | 2230.92 *** | 44 | 0.888 | 0.056 | 0.113 | 2274.92 | 2412.88 |
| Model 3 (two correlated factors) | 1229.68 *** | 43 | 0.939 | 0.044 | 0.084 | 1275.82 | 1419.91 |
Note: N = 3909; *** p < 0.001; df, degrees of freedom; CFI, comparative fit index; SRMR, standardized root mean square residual; RMSEA, root mean square error of approximation; AIC, Akaike information criterion; BIC, Bayesian information criterion.
The role of burnout in psychological well-being (stepwise hierarchical regression with GHQ-12 as a dependent variable).
| Model 1 (Teaching-Related Variables) | Model 2 (Burnout) | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| B |
| 95% CI |
|
| B |
| 95% CI |
|
| |
|
| ||||||||||
| Gender (Female (ref.)/Male) | −1.21 | 0.63 | (−2.45; 0.03) | −0.08 | + | −1.00 | 0.53 | (−2.04; 0.04) | −0.07 | + |
| Age | 0.28 | 0.26 | (−0.24; 0.79) | 0.06 | 0.11 | 0.21 | (−0.31; 0.53) | 0.02 | ||
|
| ||||||||||
| Tenure | ||||||||||
|
| ||||||||||
|
| −1.36 | 1.17 | (−3.65; 0.92) | −0.10 | −0.45 | 0.95 | (−2.32; 1.43) | −0.03 | ||
|
| −1.35 | 1.26 | (−3.83; 1.12) | −0.09 | −0.85 | 1.03 | (−2.87; 1.17) | −0.06 | ||
| > | −1.17 | 1.32 | (−3.77; 1.43) | −0.10 | −1.10 | 1.08 | (−3.22; 1.03) | −0.09 | ||
| Teaching Load | ||||||||||
|
| ||||||||||
| > | 0.62 | 0.68 | (−0.72; 1.96) | 0.04 | 0.36 | 0.56 | (−0.74; 1.46) | 0.02 | ||
|
| 0.24 | 0.65 | (−1.03; 1.52) | 0.02 | 0.13 | 0.53 | (−0.92; 1.17) | 0.01 | ||
|
| −0.61 | 2.01 | (−4.57; 3.34) | −0.01 | −0.16 | 1.64 | (−3.39; 3.06) | −0.00 | ||
| Leadership Role (No (ref.)/Yes) | 0.40 | 0.68 | (−0.94; 1.74) | 0.03 | 1.25 | 0.56 | (0.15; 2.36) | 0.08 | * | |
|
| ||||||||||
| Emotional Exhaustion | 4.04 | 0.29 | (3.47; 4.60) | 0.56 | *** | |||||
| Depersonalization | 0.25 | 0.32 | (−0.37; 0.87) | 0.03 | ||||||
| Professional Efficacy | −0.21 | 0.40 | (−1.00; 0.57) | −0.02 | ||||||
| Adjusted | 0.001 | 0.33 | ||||||||
| Adjusted Δ | 0.00 | 0.34 | ||||||||
| Δ | 0.40 | 106.02 | *** | |||||||
Note: N = 629; adjusted R2 = 0.008 for Step 1; Durbin–Watson statistic = 0.75; ref., reference category; + p < 0.1; * p < 0.05; *** p < 0.001.
The role of life satisfaction in psychological well-being (stepwise hierarchical regression with GHQ-12 as a dependent variable).
| Model 1 (Teaching-Related Variables) | Model 2 (Life Satisfaction) | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| B |
| 95% CI |
|
| B |
| 95% CI |
|
| |
|
| ||||||||||
| Gender (Female (ref.)/Male) | −0.11 | 0.30 | (−0.69; 0.47) | −0.01 | −0.19 | 0.26 | (−0.70; 0.32) | −0.01 | ||
| Age | 0.36 | 0.10 | (0.16; 0.55) | 0.10 | *** | 0.06 | 0.09 | (−0.12; 0.23) | 0.02 | |
|
| ||||||||||
| Tenure | ||||||||||
|
| ||||||||||
|
| −0.24 | 0.33 | (−0.89; 0.40) | −0.02 | −0.05 | 0.29 | (−0.61; 0.52) | 0.00 | ||
|
| −0.82 | 0.39 | (−1.58; −0.06) | −0.06 | * | −0.53 | 0.34 | (−1.19; 0.14) | −0.04 | |
| > | 0.03 | 0.44 | (−0.83; 0.90) | 0.00 | 0.42 | 0.39 | (−0.34; 1.17) | 0.03 | ||
| Teaching Load | ||||||||||
|
| ||||||||||
| > | 0.26 | 0.29 | (−0.31; 0.84) | 0.02 | 0.03 | 0.26 | (−0.48; 0.53) | 0.00 | ||
|
| 0.33 | 0.29 | (−0.23; 0.90) | 0.03 | 0.42 | 0.25 | (−0.08; 0.91) | 0.03 | + | |
|
| 0.49 | 0.48 | (−0.45; 1.43) | 0.02 | 0.56 | 0.42 | (−0.26; 1.38) | 0.02 | ||
| Leadership Role (No (ref.)/Yes) | −0.20 | 0.37 | (−0.92; 0.53) | −0.01 | 0.74 | 0.33 | (0.10; 1.38) | 0.04 | ** | |
|
| ||||||||||
| Life Satisfaction | −3.63 | 0.12 | (−3.86; −3.39) | −0.49 | *** | |||||
| Adjusted | 0.01 | 0.24 | ||||||||
| Adjusted Δ | 0.001 | 0.23 | ||||||||
| Δ | 1.58 | 907.66 | *** | |||||||
Note: N = 2944; adjusted R2 = 0.008 for Step 1; Durbin–Watson statistic = 0.46; ref., reference category; + p < 0.1; * p < 0.05; ** p < 0.01; *** p < 0.001.
The stanine normalization of the GHQ-12 (N = 3909 German teachers).
| GHQ Score (sum) | Stanine | Percentage (in Population) |
|---|---|---|
|
| 1 | 120 (3.07%) |
|
| 2 | 306 (7.83%) |
|
| 3 | 421 (10.77%) |
|
| 4 | 507 (12.97%) |
|
| 5 | 996 (25.48%) |
|
| 6 | 643 (16.45%) |
|
| 7 | 522 (13.35%) |
|
| 8 | 249 (6.37%) |
|
| 9 | 145 (3.71%) |