| Literature DB >> 30001696 |
Joaquín Moncho1, Pamela Pereyra-Zamora2, Nayara Tamayo-Fonseca1, Manuel Giron1,3, Manuel Gómez-Beneyto3,4, Andreu Nolasco1.
Abstract
BACKGROUND: We explored the impact of 2008 recession on the prevalence of mental health problems in Spain.Entities:
Keywords: Economic recession; Mental health; Population study; Prevalence; Unemployment
Mesh:
Year: 2018 PMID: 30001696 PMCID: PMC6044068 DOI: 10.1186/s12874-018-0538-2
Source DB: PubMed Journal: BMC Med Res Methodol ISSN: 1471-2288 Impact factor: 4.615
Prevalence of risk of mental health problems (GHQ+), odds ratios (OR) and 95% confidence intervals (95% CI) for the association between GHQ+ and other explanatory variables, and distribution of population, by sex and year of survey
| Men | ||||
| Prevalence of Total Mental Health Problems | 2006 ( | 2011 ( | ||
| OR (95% CI) | Distribution of population (%) (95%CI) | |||
| 2006 | 2011 | 2006 | 2011 | |
| Age | ||||
| 16–34 | 1 | 1 | 41.6 (40.6, 42.5) | 36.6 (35.5, 37.7) |
| 35–49 | 0.93 (0.79, 1.10) | 1.42c (1.17,1.73) | 34.9 (34.0, 35.8) | 36.6 (35.5, 37.7) |
| 50–64 | 0.62c (0.51,0.76) | 0.82 (0.65, 1.03) | 23.5 (22.7, 24.3) | 26.8 (25.8, 27.8) |
| Educational level | ||||
| Higher/university | 1 | 1 | 28.0 (27.2, 28.9) | 24.5 (23.5, 25.5) |
| Others | 1.21a (1.04, 1.41) | 1.16 (0.95,1.41) | 72.0 (71.1, 72.8) | 75.5 (74.5, 76.5) |
| Marital status | ||||
| Single | 1 | 1 | 43.0 (42.0, 43.9) | 41.0 (39.9, 42.1) |
| Married | 1.05 (0.89, 1.23) | 1.10 (0.91, 1.32) | 52.7 (51.7, 53.8) | 54.3 (53.2, 55.5) |
| Divorced/separated | 2.07c (1.54, 2.78) | 1.10 (0.76, 1.59) | 3.6 (3.3, 4.0) | 4.1 (3.6, 4.5) |
| Widowed | 0.78 (0.36, 1.69) | 1.66 (0.75, 3.68) | 0.7 (0.5, 0.9) | 0.6 (0.5, 0.8) |
| Social support | ||||
| High | 1 | 1 | 97.1 (96.8, 97.4) | 97.4 (97.1, 97.8) |
| Low | 5.05c(3.90, 6.55) | 1.71b (1.19, 2.46) | 2.9 (2.6, 3.2) | 2.6 (2.2, 2.9) |
| Employment status | ||||
| Employed | 1 | 1 | 74.9 (74.1, 75.7) | 61.3 (60.2, 62.4) |
| Unemployed | 2.49c(2.35, 3.06) | 2.52c (2.09,3.05) | 7.6 (7.1, 8.1) | 20.7 (19.8, 21.6) |
| Other activity | 1.56c (1.34, 1.86) | 1.85c (1.50,2.28) | 17.5 (16.8, 18.2) | 18.0 (17.2, 18.9) |
| Household income | ||||
| High | 1 | 1 | 36.6 (35.6, 37.5) | 38.7 (37.6, 39.8) |
| Average | 0.97 (0.84, 1.12) | 1.33b (1.10, 1.61) | 50.1 (49.2, 51.1) | 35.6 (34.5, 36.7) |
| Low | 1.28a (1.06, 1.56) | 1.91c(1.55,2.36) | 13.3 (12.7, 14.0) | 25.7 (24.7, 26.6) |
| Somatic morbidity | ||||
| No | 1 | 1 | 43.8 (42.8, 44.7) | 47.9 (46.8, 49.1) |
| Yes | 2.17c(1.88, 2.49) | 1.79c (1.52,2.10) | 56.2 (55.3, 57.2) | 52.1 (50.9, 53.2) |
| Limitation derived from somatic morbidity | ||||
| No | 1 | 1 | 86.9 (86.3, 87.6) | 89.5 (88.8, 90.2) |
| Yes | 2.50c (2.15, 2.91) | 3.18c (2.61,3.88) | 13.1 (12.4, 13.7) | 10.5 (9.8, 11.2) |
| Women | ||||
| Prevalence of Total Mental Health Problems | 2006 ( | 2011 ( | ||
| OR (95% CI) | Distribution of population (%) (95%CI) | |||
| 2006 | 2011 | 2006 | 2011 | |
| Age | ||||
| 16–34 | 1 | 1 | 40.1 (39.2, 41.0) | 35.6 (34.5, 36.7) |
| 35–49 | 1.03 (0.90, 1.18) | 1.24a (1.03, 1.49) | 34.8 (33.9, 35.7) | 36.8 (35.8, 37.9) |
| 50–64 | 0.91 (0.78, 1.07) | 1.17 (0.95, 1.44) | 25.1 (24.2, 25.9) | 27.5 (26.5, 28.5) |
| Educational level | ||||
| Higher/university | 1 | 1 | 26.9 (26.0, 27.7) | 27.2 (26.1, 28.2) |
| Others | 1.36c (1.20, 1.55) | 1.05 (0.89, 1.25) | 73.1 (72.3, 74.0) | 72.8 (71.8, 73.9) |
| Marital status | ||||
| Single | 1 | 1 | 32.6 (31.7, 33.5) | 34.9 (33.8, 36.0) |
| Married | 0.92 (0.81, 1.05) | 0.85 (0.71, 1.01) | 59.3 (58.3, 60.2) | 55.6 (54.4, 56.7) |
| Divorced/separated | 1.30a (1.03, 1.64) | 1.13 (0.86, 1.48) | 5.5 (5.0, 5.9) | 6.7 (6.2, 7.3) |
| Widowed | 1.45a(1.07, 1.98) | 1.25 (0.86, 1.82) | 2.7 (2.4, 3.0) | 2.8 (2.4, 3.2) |
| Social support | ||||
| High | 1 | 1 | 97.0 (96.7, 97.3) | 96.6 (96.2, 97.0) |
| Low | 4.31c(3.34, 5.56) | 3.41 (2.51, 4.63) | 3.0 (2.7, 3.3) | 3.4 (3.0, 3.8) |
| Employment status | ||||
| Employed | 1 | 1 | 52.3 (51.3, 53.3) | 51.2 (50.0, 52.3) |
| Unemployed | 1.38c (1.17, 1.63) | 1.44c(1.19,1.74) | 10.1 (9.6, 10.7) | 16.1 (15.3, 17.0) |
| Other activity | 1.05 (0.94, 1.18) | 1.12 (0.95, 1.32) | 37.6 (36.6, 38.5) | 32.7 (31.6, 33.7) |
| Household income | ||||
| High | 1 | 1 | 32.2 (31.3, 33.1) | 35.1 (34.0, 36.2) |
| Average | 1.24b (1.09, 1.40) | 1.30b(1.10, 1.55) | 52.1 (51.1, 53.0) | 35.4 (34.4, 36.5) |
| Low | 1.83c (1.56, 2.15) | 1.61c(1.33,1.94) | 15.7 (15.0, 16.4) | 29.5 (28.4, 30.5) |
| Somatic morbidity | ||||
| No | 1 | 1 | 31.9 (31.0, 32.8) | 37.8 (36.7, 38.9) |
| Yes | 2.06c (1.81, 2.33) | 2.18c (1.85,2.56) | 68.1 (67.2, 69.0) | 62.2 (61.1, 63.3) |
| Limitation derived from somatic morbidity | ||||
| No | 1 | 1 | 84.7 (84.0, 85.4) | 85.8 (85.0, 86.6) |
| Yes | 2.07c (1.82, 2.35) | 2.53c (2.14,3.00) | 15.3 (14.6, 16.0) | 14.2 (13.4, 15.0) |
ap < 0.05, bp < 0.01, cp < 0.001
Percentage of population (Pop %) and prevalences observed in 2006 and 2011 (Po) and expected in 2011 (Pe) according to different standardisation models by sex
| 2006 | 2011 | 2011 | |||||
|---|---|---|---|---|---|---|---|
| Pop % | Po | Pop % | Po | Model 1a Pe | Model 2a Pe | Model 3a Pe | |
| Men | |||||||
| MHP (95% CI) | 14.5 (13.8;15.2) | 16.9 (16.0, 17.7) | 14.8 (14.0, 15.6) | 17.8 (16.9, 8.7) | 15.6 (14.8, 16.4) | ||
| Age | |||||||
| 16–34 | 41.6 | 13.6 | 36.6 | 14.2 | 11.9 | 14.9 | 12.2 |
| 35–49 | 34.9 | 15.0 | 36.6 | 19.4 | 16.4 | 20.8 | 17.7 |
| 50–64 | 23.5 | 15.3 | 26.8 | 17.0 | 17.7 | 18.6 | 18.7 |
| Household Income | |||||||
| low | 11.9 | 23.1 | 18.9 | 28.5 | 24.6 | 26.7 | |
| average | 44.7 | 13.6 | 26.3 | 17.1 | 15.6 | 16.1 | |
| high | 32.5 | 12.2 | 28.6 | 11.6 | 10.9 | 11.2 | |
| no information | 10.9 | 15.7 | 26.2 | 14.1 | 12.5 | 14.6 | |
| Occupation | |||||||
| Employed | 74.9 | 12.1 | 61.3 | 12.0 | 12.3 | 12.9 | |
| Unemployed | 7.6 | 28.1 | 20.7 | 28.4 | 25.9 | 28.0 | |
| Others | 17.5 | 18.6 | 18.0 | 20.2 | 20.6 | 21.9 | |
| Somatic Illness | |||||||
| yes | 56.1 | 19.0 | 52.1 | 21.6 | 22.5 | 19.4 | |
| no | 43.9 | 8.7 | 47.9 | 11.7 | 11.8 | 10.8 | |
| Limitation | |||||||
| yes | 13.1 | 29.7 | 10.5 | 41.2 | 37.9 | 37.8 | |
| no | 86.9 | 12.2 | 89.5 | 13.5 | 14.8 | 12.3 | |
| Women | |||||||
| MHP (95% CI) | 24.4 (23.6, 25.2) | 22.6 (21.7, 23.6) | 22.3 (21.3, 23.2) | 23.4 (22.4, 24.3) | 23.3 (22.4, 24.3) | ||
| Age | |||||||
| 16–34 | 40.1 | 21.4 | 35.6 | 17.5 | 17.9 | 18.9 | 19.3 |
| 35–49 | 34.8 | 24.8 | 36.8 | 24.0 | 22.9 | 24.7 | 23.8 |
| 50–64 | 25.0 | 28.6 | 27.5 | 27.5 | 28.4 | 28.7 | 29.2 |
| Household Income | |||||||
| low | 13.6 | 36.4 | 21.1 | 30.9 | 30.8 | 31.9 | |
| average | 45.4 | 24.8 | 25.4 | 23.6 | 23.3 | 24.8 | |
| high | 28.0 | 18.6 | 25.2 | 17.7 | 17.6 | 17.9 | |
| no information | 13.0 | 22.7 | 28.3 | 19.9 | 19.7 | 20.9 | |
| Occupation | |||||||
| Employed | 52.3 | 22.1 | 51.2 | 18.8 | 19.0 | 20.1 | |
| Unemployed | 10.1 | 30.1 | 16.1 | 30.5 | 27.4 | 29.8 | |
| Others | 37.5 | 26.1 | 32.7 | 24.8 | 25.3 | 26.1 | |
| Somatic Illness | |||||||
| yes | 68.1 | 29.0 | 62.2 | 28.6 | 28.2 | 28.4 | |
| no | 31.9 | 14.5 | 37.8 | 12.9 | 13.0 | 12.3 | |
| Limitation | |||||||
| yes | 15.3 | 40.1 | 14.2 | 48.5 | 42.8 | 43.9 | |
| no | 84.7 | 21.5 | 85.8 | 17.3 | 19.9 | 19.6 | |
(a) Model 1 = standardised prevalence by age, household income and occupation
Model 2 = standardised prevalence by age, somatic illness and limitation
Model 3 = standardised prevalence by age, household income, occupation, somatic illness and limitation
Prevalences of somatic illness and adjusted OR (95% IC) for the association between ocupational activity and somatic illness in economically active population
| Employed | Unemployed | |||||
|---|---|---|---|---|---|---|
| 2006 | 2011 | diference | 2006 | 2011 | diference | |
| Men | ||||||
| Cardiovascular | 14.6 | 15.8 | 1.2 | 14.1 | 15.8 | 1.7 |
| Osteoarticular | 23.1 | 19.2 | −3,9b | 27.9 | 17.4 | −10,5b |
| Other | 42.1 | 41.0 | −1,1 | 42.1 | 37.4 | −4,7 |
| Total | 55.2 | 52.9 | −2.3 | 57.8 | 48.6 | −9.2b |
| Adjusted Odds ratio a | 1 | 1 | 0.97 | 0.85 | ||
| Women | ||||||
| Cardiovascular | 12.3 | 10.2 | −2,1b | 12.8 | 14.4 | 1,6 |
| Osteoarticular | 34.4 | 29.1 | −5,3b | 38.4 | 30.1 | −8,3b |
| Other | 55,7 | 51,0 | −4,7b | 56.5 | 52.3 | −4,2 |
| Total | 66.0 | 60.5 | −5.5b | 67.6 | 62.6 | −5.0 |
| Adjusted Odds ratio a | 1 | 1 | 1.03 | 1.09 | ||
aMultivariate Logistic regression analysis controlling for age, social support, educational level, marital status, GHQ caseness, and household income
bStatistically significant change between 2006 and 2011