Mean total score of GHQ-28 by socio-demographics, individual and academic characteristics and self-reported health
In terms of total score of GHQ-28 and socio-demographic characteristics, the females reported a higher mean score than did the males [27.71(13.32) vs. 25.22(14.20), p = 0.002]. In addition, the students with an annual family income above 36,301 euros had noted a higher mean value [28.34(± 13.10), p < .05] than did the other categories of annual family income; for instance, the category with incomes between 28,001 and 36,300 euros noted the lower mean value of total score in the GHQ-28 scale [24.84(± 11.99)].
Moreover, participants who self-assessed their mental health [27.75(± 14.19), p < .05] as poor or very poor during the last month reported a higher mean score of GHQ-28 in relation to other students who characterised their mental health as excellent/very good or good [25.52(± 13.79) and 25.82(± 12.89), respectively].
A statistically significant difference was likewise observed in participants who were not satisfied with their relationship with their parents (no/low level of satisfaction); they reported a higher mean score [27.81(± 14.07), p < .05] compared with those who stated they were satisfied (High/Very high level of satisfaction) with their relationship with their parents [25.82(± 13.54)]. In addition, students who spend little or no time with their friends noted a higher mean score on the GHQ-28 scale [27.81(± 13.31), p < .005] than did the other students who spend more time with their friends [25.63(± 14.07)] (Table 3).
Table 3
The mean total score of GHQ-28 based on Sociodemographic characteristics
Total score in GHQ-28 | n | Mean | SD | F | P |
| 1500 | 26.95 | 13.63 | | |
Gender | | | | | |
Male | 449 | 25.22 | 14.02 | 0.342 | 0.002 |
Female | 1051 | 27.71 | 13.32 | | |
Age | | | | | | |
17–20 | 933 | 27.20 | 13.40 | 0.706 | 0.494 |
21–25 | 520 | 26.72 | 14.20 | | |
26–40 | 47 | 25.00 | 11.60 | | |
Parental status | | | | | | |
Married | 1290 | 27.20 | 13.73 | 2.267 | 0.104 |
divorce | 140 | 24.63 | 12.51 | | |
Widower/widow | 70 | 27.20 | 13.80 | | |
Family status | | | | | | |
Single | 1402 | 26.98 | 13.64 | 0.516 | 0.597 |
Married/Living with a partner | 92 | 27.10 | 13.72 | | |
Separated/divorced | 6 | 21.33 | 11.84 | | |
Annual family income | | | | | | |
0-19500 | 710 | 26.66 | 13.74 | 2.444 | 0.045 |
19501–28000 | 442 | 27.52 | 14.20 | | |
28001–36300 | 201 | 24.84 | 11.99 | | |
> 36301 | 147 | 28.34 | 13.10 | | |
Learning difficulties | | | | | | |
No | 1181 | 25.85 | 12.93 | 1.023 | 0.087 |
Yes | 319 | 27.27 | 13.80 | | |
Chronic physical disorder or disability | | | | | | |
No | 1371 | 25.63 | 12.81 | 0.445 | 0.220 |
Yes | 129 | 27.09 | 13.71 | | |
*Academic year of study | | | | | | |
First | 443 | 27.40 | 13.21 | 1.914 | 0.125 |
Second | 426 | 25.71 | 13.38 | | |
Third | 377 | 26.95 | 14.22 | | |
Fourth | 254 | 26.95 | 13.81 | | |
Level of satisfaction with program/course of study | | | | | | |
No/ Low | 312 | 27.07 | 13.42 | 2.216 | 0.581 |
Hight/ Very high | 1188 | 26.57 | 14.45 | | |
Satisfaction with relationship with friends | | | | | | |
No/ Low | 177 | 27.06 | 13.77 | 3.654 | 0.376 |
Hight/ Very high | 1323 | 26.10 | 12.52 | | |
Satisfaction with relationship with parents | | | | | | |
No/ Low | 470 | 27.46 | 13.54 | 0.494 | 0.031 |
Hight/ Very high | 1030 | 25.82 | 13.65 | | |
Frequency of spending time with my friends | | | | | | |
No/Low | 542 | 27.81 | 13.31 | 0.379 | 0.004 |
Hight/Very high | 958 | 25.63 | 14.07 | | |
Mental health self-assessment during last month | | | | | | |
Excellent/very good | 917 | 25.52 | 13.79 | 3.941 | 0.020 |
Good | 405 | 25.82 | 12.89 | | |
Poor/very poor | 178 | 27.75 | 14.19 | | |
Physical health self-assessment during last month | | | | | | |
Excellent/very good | 424 | 25.62 | 12.99 | 2.836 | 0.059 |
Good | 999 | 27.48 | 13.63 | | |
Poor/very poor | 77 | 27.73 | 16.08 | | |
Differences in GHQ-28 total score / subscale scores by gender
As presented in Table 4, the females had a higher mean value in total score of GHQ-28 than the males [27.71(13.32) vs. 25.22(14.20), MD: -2.49, 95% CI: -4.0–0.95, p = .002]. The same statistically significant difference was observed in the subscales [somatic symptoms: 8.22(4.19) vs. 6.99(4.28), MD: -1.3, 95% CI: -1.77–0.83, p < .001, anxiety/insomnia symptoms: 8.46(5.0) vs. 7.22(4.75), MD: -1.23, 95% CI: -177–0.68, p < .001]. There was no statistically significant difference between male and female and social dysfunction/severe depression. Overall, the mean total score of the GHQ-28 was 26.95 (SD = 13.33) (min = 0, max = 84).
Table 4
The mean total score/ subscales of GHQ-28 scores and differences by gender
| GENDER | TOTAL |
| Male | Female | MD | 95%CI | P | |
| M (SD) | M (SD) | | | | M (SD) |
Somatic Symptoms | 6.99(4.28) | 8.22(4.19) | -1.30 | -1.77-0.83 | < 0.001 | 7.83(4.26) |
Anxiety/Insomnia | 7.22(4.75) | 8.46(5.0) | -1.23 | -1.77- 0.68 | < 0.001 | 8.10(4.95) |
Social dysfunction | 7.57(3.16) | 6.68(3.2) | -0.18 | -0.47- 0.26 | 0.567 | 7.64(3.33) |
Severe depression | 3.50(4.72) | 3.35(4.0) | 0.15 | -0.32-0.62 | 0.530 | 3.40(4.24) |
Total score of GHQ-28 | 25.22(14.20) | 27.71(13.32) | -2.49 | -4.0—0.95 | 0.002 | 26.96(13.63) |
Differences in GHQ-28 total score / subscale scores by number of events and total score in LESS scale
Most of the students 754(50.3%) reported four to seven stressful life events while 35 (2.3%) students did not report any stressful event in the last 12 months. In terms of the relationship between GHQ-28 and LESS, the total score of the GHQ-28 scale and all subscales (except the subscale of social dysfunction) had statistically significant differences in mean values. Specifically, in terms of the total score of GHQ-28, the highest mean value was noted by participants who reported 12–21 stressful life events [n = 84, [M(± SD) 34.30(± 14.9), p < .001]. Statistically significant differences were likewise observed between the same group of stressful life events and subscales [somatic symptoms: 9.93(± 4.6), p < 0.001, anxiety/insomnia: 11.04(± 5.5), p < .001 and severe depression: 5.11(± 4.8), p < 0.001]. There was a clear stepwise increase in the mean value of the GHQ-28 scale among students who reported more events. The differences between GHQ-28 total score / subscale scores and the number of events in LESS are presented in Table 5.
Table 5
The mean scores of subscales (GHQ-28) based on numbers of stressful life event groups
| Number of events in LESS | n | Mean | SD | F | P |
Somatic Symptoms | 1 | 35 | 6.51 | 4.4 | 12.50 | < 0.001 |
| 2 | 339 | 6.92 | 4.1 | | |
| 3 | 754 | 7.77 | 4.0 | | |
| 4 | 288 | 8.59 | 4.4 | | |
| 5 | 84 | 9.93 | 4.6 | | |
| Total | 1500 | 7.83 | 4.26 | | |
Anxiety/Insomnia | 1 | 35 | 5.83 | 4.9 | 18.69 | < 0.001 |
| 2 | 339 | 6.86 | 4.8 | | |
| 3 | 754 | 8.02 | 4.7 | | |
| 4 | 288 | 9.16 | 4.9 | | |
| 5 | 84 | 11.04 | 5.5 | | |
| Total | 1500 | 8.10 | 4.95 | | |
Social dysfunction | 1 | 35 | 6.89 | 3.0 | 1.99 | 0.094 |
| 2 | 339 | 7.46 | 3.2 | | |
| 3 | 754 | 7.58 | 3.3 | | |
| 4 | 288 | 7.94 | 3.5 | | |
| 5 | 84 | 8.23 | 3.7 | | |
| Total | 1500 | 7.64 | 3.3 | | |
Severe depression | 1 | 35 | 2.40 | 4.0 | 12.03 | < 0.001 |
| 2 | 339 | 2.57 | 3.5 | | |
| 3 | 754 | 3.23 | 4.10 | | |
| 4 | 288 | 4.44 | 4.86 | | |
| 5 | 84 | 5.11 | 4.8 | | |
| Total | 1500 | 3.40 | 4.29 | | |
Total score of GHQ-28 | 0 | 35 | 21.63 | 14.7 | 16.62 | < 0.001 |
| 1–3 | 339 | 23.81 | 12.7 | | |
| 4–7 | 754 | 26.60 | 13.0 | | |
| 8–11 | 288 | 30.13 | 14.2 | | |
| 12–21 | 84 | 34.30 | 14.9 | | |
| Total | 1500 | 26.96 | 13.63 | | |
Groups of number of stressful life events: 1: the participants who reported 0 Events, 2: the participants who reported 1–3 Events, 3: the participants who reported 4–7 Events, 4: the participants who reported 8–11 Events, 5 the participants who reported 12–21 Events. |
A similar pattern was observed in terms of total score in LESS and GHQ-28 scale. Statistically significant differences were detected between the participants who noted the highest total scores in the LESS scale as well as GHQ-28 and all its subscales. In particular, for somatic symptoms the mean value was 9.93(± 4.6) (p < .001), for anxiety/insomnia symptoms it was 11.04(± 5.5) (p < 0.001) and for severe depression it was 5.11(± 4.8), (p < .001). Meanwhile, with regard to the total score in the LESS scale, the group that scored between 351–1100 also scored the highest mean on the scale [32.31(14.6), p < .001] (Table 6).
Table 6
The mean scores of subscales (GHQ-28) based on total score of stressful life event groups
| Total Score in LESS | n | Mean | SD | F | P |
Somatic Symptoms | 1 | 110 | 6.04 | 4.0 | 21.7 | < 0.01 |
| 2 | 341 | 6.72 | 3.8 | | |
| 3 | 331 | 7.55 | 4.1 | | |
| 4 | 326 | 8.39 | 4.1 | | |
| 5 | 392 | 9.06 | 4.4 | | |
| Total | 1500 | 7.83 | 4.2 | | |
Anxiety/Insomnia | 1 | 110 | 6.05 | 5.0 | 28.5 | < 0.01 |
| 2 | 341 | 6.54 | 4.4 | | |
| 3 | 331 | 7.69 | 4.6 | | |
| 4 | 326 | 8.77 | 4.7 | | |
| 5 | 392 | 9.80 | 5.1 | | |
| Total | 1500 | 8.10 | 4.9 | | |
Social dysfunction | 1 | 110 | 6.89 | 2.8 | 9.3 | < 0.01 |
| 2 | 341 | 7.13 | 2.9 | | |
| 3 | 331 | 7.33 | 2.8 | | |
| 4 | 326 | 7.90 | 3.5 | | |
| 5 | 392 | 8.36 | 3.7 | | |
| Total | 1500 | 7.64 | 3.3 | | |
Severe depression | 1 | 110 | 1.82 | 2.8 | 31.1 | < 0.01 |
| 2 | 341 | 2.04 | 3.0 | | |
| 3 | 331 | 3.06 | 3.6 | | |
| 4 | 326 | 3.65 | 4.4 | | |
| 5 | 392 | 5.09 | 5.0 | | |
| Total | 1500 | 3.40 | 4.2 | | |
Total score of GHQ-28 | 0–49 | 110 | 20.80 | 12.7 | 35.1 | < 0.01 |
| 50–149 | 341 | 22.43 | 11.3 | | |
| 150–241 | 331 | 25.63 | 12.3 | | |
| 242–350 | 326 | 28.71 | 13.6 | | |
| 351–1100 | 392 | 32.31 | 14.6 | | |
| Total | 1500 | 26.96 | 13.6 | | |
*Groups of total score in LESS 1: the participants who scored 0–49 on the LESS scale, 2: the participants who scored 50–149 on the LESS scale, 3: the participants who scored 150–241 on the LESS scale, 4: the participants who scored 242–350 on the LESS scale, 5: the participants who scored 351–1100 on the LESS scale. |
Prevalence of clinical mental distress symptoms and associations between degree of clinical mental distress symptoms and stressful life events
Concerning the association between clinical mental distress symptoms (GHQ-28 ≥ 24) and stressful life events, a positive statistically significant association was observed between high scores on the LESS scale, indicative of the severity of life stressors in a student’s life, and clinically significant mental distress symptoms (x2 = 56.64, df = 1, p < .001). Similarly, there was an association between the number of stressful life events and clinically significant mental distress (x2 = 26.12, df = 1, p < .001). In terms of the students who had reported the greatest number of stressful life events (≥ 8), they were 1.8 times more likely to report mental clinical distress symptoms (95% CI: 1.47–2.39). Equally, the students who had noted the highest score in LESS appeared 2.8 times more likely to report mental clinical distress symptoms (95% CI: 1.98–3.24) (Table 6).
Α statistically significant association was observed between gender and mental distress symptoms. Specifically, females had a higher level of mental distress than did males [n = 595 (56.6%) vs. n = 213 (47.4%), x2 = 10.65, OR: 1.44, 95% CI: 1.15–1.80, p = .001]. The female students who reported the greatest number of stressful life events (≥ 8) also appeared 1.93 times (95% CI: 1.43–2.59) more likely to report mental clinical distress symptoms compared with males who reported more than 8 events (OR: 1.77, 95% CI: 1.14–2.74, p < .001). Contrariwise, with regard to the total score in LESS, males with the highest score (≥ 351) were 2.8 times more likely to report mental clinical distress symptoms compared with females (95% CI: 1.79–4.36, p < .001) (Table 7). By contrast, a slight difference that was not statistically significant [n = 110 (24.5%) vs. n = 262(24.9%), p = .860] was observed between male and female in the number of stressful life events and total score in LESS [n = 115 (25.6%) vs. n = 277(26.4%), p = .764] before comparison with clinical mental distress.
Table 7
Prevalence of clinically mental distress symptoms (CES-D ≥ 24) by classification of participants in terms of the number of stressful life events and total score on the LESS scale and by gender
| Male | Female | | Total |
Life Events Scale for Students (LESS) (N = 1500) | | | | | X2 | OR (95% CI) | | | DF | P |
| GHQ-28 | Total | GHQ-28 | Total | | | | | | |
| 0–23 | ≥ 24 | | 0–23 | ≥ 24 | | | | | |
| n | % | n | % | n | % | n | % | n | % | | | | |
Number of events in LESS | 0–7 | 190 | 80.5 | 149 | 70 | 236 | 52.6 | 373 | 81.8 | 416 | 69.9 | 789 | 75.1 | 26.12 | 1.8(1.47–2.39) | | | 1 | < 0.001 |
| ≥ 8 | 46 | 19.5 | 64 | 30 | 213 | 47.4 | 83 | 18.2 | 179 | 30.1 | 262 | 24.9 | | | | |
Total Score in LESS | 0-350 | 197 | 83.5 | 137 | 64.3 | 334 | 74.4 | 378 | 82.9 | 396 | 66.6 | 774 | 73.6 | 56.64 | 2.53(1.98–3.24) | | | 1 | < 0.001 |
| ≥ 351 | 39 | 16.5 | 76 | 35.7 | 115 | 25.6 | 78 | 17.1 | 199 | 33.4 | 277 | 26.4 | | | | |
Total | | 236 | 52.6 | 213 | 47.4 | 449 | 100 | 456 | 43.4 | 595 | 56.6 | 1051 | 100 | | | | |
*Relative risk: Male odds ratio for total score in LESS 0-350/≥551: 2.8 with 95% CI: 1.79–4.36, Female odds ratio for total score in LESS 0-350/≥551: 2.43 with 95% CI: 1.80–3.27 Male odds ratio for number of events 0–7/≥ 8: 1.77 with 95% CI: 1.14–2.74, Female odds ratio for number of events in LESS 0–7/≥ 8: 1.93 with 95% CI: 1.43–2.59 |
Associations between clinical mental health distress (GHQ-28 ≥ 24) by socio-demographic characteristics and self-assessment of participants’ health
We performed multivariable logistic regression to investigate the effect of socio-demographic characteristics on the occurrence of clinical mental distress symptoms (GHQ-28 ≥ 24). First, a logistic regression was performed adjusted with the main socio-demographic characteristics and self-assessment of participants’ health. Next, the analysis was repeated to include those who scored ≥ 8 number of events and ≥ 351 of total score in LESS (n = 460, 30.6%). Τhe variable that remained before and after the comparison of stressful life events was gender, with females being 1.6 times more likely to report clinical mental distress symptoms (95% CI: 0.98–2.46). Regarding academic characteristics, the second year of the study appeared to be 0.74 times more likely to have mental clinical distress symptoms compared to the first year (95% CI: 0.55–0.99, p < .005), and third-year students who had scored the greatest number of stressful life events and the highest total score in LESS appeared 1.79 times more likely to report clinically significant mental distress compared with first-year students. However, this difference was not statistically significant (95% CI: 0.96–3.34, p = .066).
In terms of the self-assessment of participants’ health, a statistically significant difference was observed in students who evaluated their mental health as good; they are 1.5 times more likely to report clinically significant mental distress compared with those who rated their mental health as very good or excellent (95% CI: 1.07–2.21, p = .019).
Overall, in most of the evaluated parameters, the people who noted the greatest number of stressful life events and the highest total score in LESS are more likely to have clinically significant mental distress (Table 8).
Table 8
Odds ratios (and 95% CI) of clinically mental distress symptoms (GHQ ≥ 24) by the number of stressful life events (≥ 8) and total score in LESS scale (≥ 351) after adjusting for all sociodemographic factors as estimated in multivariable logistic regression models
LESS | Adjusted (n = 1500) | ┼Adjusted (n = 460) |
| OR (95%CI) | P value | OR (95%CI) | P value |
Gender | | | | |
Male | 1 | --------- | 1 | ---------- |
female | 1.57(1.23-2.00) | 0.000 | 1.6(0.98–2.46) | 0.044 |
Age | | | | |
18–20 | 1 | --------- | 1 | ---------- |
21–25 | 0.89(0.66–1.21) | 0.478 | 0.88(0.51–1.30) | 0.327 |
26–40 | 0.94(0.46–1.90) | 0.870 | 1.79(0.43–7.36) | 0.420 |
Family status | | | | |
Single | 1 | --------- | 1 | ---------- |
Married /living with partner | 4.13(0.45–38.05) | 0.210 | 4.0(0.27–61.21) | 0.308 |
separated/divorced | 4.31(0.45–41.30) | 0.205 | 2.6(0.16–43.83) | 0.492 |
Parental status | | | | |
Married | 1 | --------- | 1 | ---------- |
divorce | 1.16(0.68–1.97) | 0.569 | 2.0(0.80–5.43) | 0.132 |
widow | 0.82(0.44–1.53) | 0.541 | 0.91(0.28–2.9) | 0.884 |
Annual family income | | | | |
0-19500 | 1 | --------- | 1 | ---------- |
19501–28000 | 1.09(0.84–1.41) | 0.504 | 0.79(0.47–1.35) | 0.400 |
28001–36300 | 0.77(0.55–1.07) | 0.123 | 0.66(0.34–1.27) | 0.202 |
> 36301 | 1.32(0.90–1.92) | 0.149 | 1.22(0.56–2.62) | 0.600 |
Learning difficulties | | | | |
No | 1 | --------- | 1 | ---------- |
Yes | 0.89(0.66–1.18) | 0.440 | 0.67(0.41–1.10) | 0.118 |
Chronic physical disorder or disability | | | | | | |
No | 1 | --------- | 1 | ---------- |
Yes | 1.01(0.68–1.50) | 0.943 | 0.81(0.37–1.80) | 0.621 |
Academic year of study | | | | | | |
First | 1 | --------- | 1 | ---------- |
Second | 0.74(0.55–0.99) | 0.048 | 1.16(0.64–2.13) | 0.614 |
Third | 1.03(0.76–1.39) | 0.845 | 1.79(0.96–3.34) | 0.066 |
Fourth | 0.96(0.68–1.34) | 0.818 | 1.58(0.69–3.61) | 0.270 |
Level of satisfaction with program/course of study | | | | | | |
No/ Low | 1 | --------- | 1 | ---------- |
Hight/ Very high | 1.14(0.86–1.52) | 0.339 | 1.22(0.71-2.0) | 0.453 |
Satisfaction with relationship with friends | | | | | | |
No/ Low | 1 | --------- | 1 | ---------- |
Hight/ Very high | 1.05(0.74–1.49) | 0.761 | 0.84(0.43–1.65) | 0.624 |
Table 8: Odds ratios (and 95% CI) of clinically mental distress symptoms (GHQ ≥ 24) by the number of stressful life events (≥ 8) and total score in LESS scale (≥ 351) after adjusting for all sociodemographic factors as estimated in multivariable logistic regression models |
LESS | *Adjusted (n = 1500) | ┼Adjusted (n = 460) |
| OR (95%CI) | P value | OR (95%CI) | P value |
Satisfaction with relationship with parents | | | | | | |
No/ Low | 1 | --------- | 1 | ---------- |
Hight/ Very high | 0.81(0.55–1.14) | 0.218 | 1.0(0.49–213) | 0.934 |
Frequency of spending time with my friends | | | | | | |
No/Low | 1 | --------- | 1 | ---------- |
Hight/Very high | 1.09(0.85–1.40) | 0.488 | 1.18(0.72–1.93_ | 0.508 |
Mental health self-assessment during last month | | | | |
Excellent/very good | 1 | --------- | 1 | ---------- |
Good | 1.54(1.07–2.21) | 0.019 | 1.72(0.85–3.4) | 0.131 |
Poor/very poor | 1.23(0.83–1.83) | 0.290 | 1.16(0.55–2.4) | 0.682 |
Physical health self-assessment during last month | | | | |
Excellent/very good | 1 | --------- | 1 | ---------- |
Good | 1.0(0.58–1.70) | 0.996 | 2.15(0.75–6.12) | 0.151 |
Poor/very poor | 0.99(0.75–1.31) | 0.978 | 0.94(0.57–1.55) | 0.825 |
┼ estimated in multivariable logistic regression with students who reported ≥ 8 numbers of Events and noted ≥ 351 total score in LESS |