| Literature DB >> 35010610 |
Anderson Reis de Sousa1, Jules Ramon Brito Teixeira2, Emanuel Missias Silva Palma3, Wanderson Carneiro Moreira4,5, Milena Bitencourt Santos1, Herica Emilia Félix de Carvalho6, Éric Santos Almeida1, Raíssa Millena Silva Florencio7, Aline Macêdo de Queiroz8, Magno Conceição das Merces9, Tilson Nunes Mota10, Isabella Félix Meira Araújo1, Josielson Costa da Silva1, Sélton Diniz Dos Santos2, Emerson Lucas Silva Camargo11, Luciano Garcia Lourenção12, Richardson Augusto Rosendo da Silva13, Evanilda Souza de Santana Carvalho2, Iracema Lua14, Sônia Barros4, Tânia Maria de Araújo2, Márcia Aparecida Ferreira de Oliveira4,15, Álvaro Pereira1, Wilson Abreu16, Carlos Alberto da Cruz Sequeira16.
Abstract
OBJECTIVE: To analyze the relationships between sociodemographic variables, intolerance to uncertainty (INT), social support, and psychological distress (i.e., indicators of Common Mental Disorders (CMDs) and perceived stress (PS)) in Brazilian men during the COVID-19 pandemic.Entities:
Keywords: COVID-19; mental disorders; men’s health; psychological; social support; stress
Mesh:
Year: 2021 PMID: 35010610 PMCID: PMC8744977 DOI: 10.3390/ijerph19010350
Source DB: PubMed Journal: Int J Environ Res Public Health ISSN: 1660-4601 Impact factor: 3.390
Figure 1Conceptual structure of the determinants for the occurrence of CMDs in Brazilian men during the COVID-19 pandemic.
Sociodemographic and occupational characteristics and prevalence of CMD in Brazilian men during the COVID-19 pandemic. Brazil, 2020. (N = 1.006).
| Variables |
| % | N |
| |
|---|---|---|---|---|---|
| Sexual identity (N = 945) | |||||
| Heterosexual | 434 | 45.9 | 228 | 52.5 | 0.785 |
| Non-heterosexual | 511 | 54.1 | 273 | 53.4 | |
| Age group | |||||
| 18 to 28 years old | 314 | 31.2 | 197 | 62.7 | <0.001 |
| 29 years old to 39 years old | 454 | 45.1 | 257 | 56.6 | |
| 40 years or more | 238 | 23.7 | 92 | 38.7 | |
| Education | |||||
| Elementary/high school | 264 | 26.2 | 146 | 55.3 | 0.696 |
| University education | 742 | 73.8 | 400 | 53.9 | |
| Race/color (N = 1.001) | |||||
| White | 376 | 37.4 | 197 | 52.4 | 0.247 |
| Yellow | 19 | 1.9 | 11 | 57.9 | |
| Brown | 397 | 39.5 | 211 | 53.1 | |
| Black | 196 | 19.5 | 116 | 59.2 | |
| Indigenous | 13 | 1.3 | 10 | 76.9 | |
| Marital status | |||||
| With partner | 329 | 32.7 | 152 | 46.2 | <0.001 |
| No partner | 677 | 67.3 | 394 | 58.2 | |
| Monthly income * | |||||
| Up to 2 salaries | 418 | 41.6 | 203 | 56.4 | 0.083 |
| 3 to 4 salaries | 228 | 22.7 | 109 | 47.8 | |
| 5 salaries or more | 360 | 35.8 | 234 | 56.0 | |
| Who they reside with (N = 1.005) | |||||
| Family/Friend(s) | 770 | 76.6 | 409 | 53.1 | 0.163 |
| Alone | 235 | 23.4 | 137 | 59.3 | |
| Work situation | |||||
| It works | 755 | 75.0 | 397 | 52.6 | 0.062 |
| Does not work | 251 | 25.0 | 149 | 59.4 | |
| Use of health plan | |||||
| Exclusively SUS | 376 | 37.4 | 207 | 55.1 | 0.040 |
| SUS and private plan | 369 | 36.7 | 214 | 58.0 | |
| Exclusively private plan | 261 | 25.9 | 125 | 47.9 | |
| Perceived stress | |||||
| Low | 223 | 22.2 | 26 | 11.7 | <0.001 |
| Moderate | 613 | 60.9 | 363 | 59.2 | |
| High | 170 | 16.9 | 157 | 92.4 | |
| Uncertainty intolerance | |||||
| Low | 327 | 32.5 | 79 | 24.2 | <0.001 |
| Moderate | 317 | 31.5 | 169 | 53.3 | |
| High | 362 | 36.0 | 298 | 82.3 | |
| Receive social support | |||||
| High | 371 | 36.9 | 160 | 43.1 | <0.001 |
| Moderate | 309 | 30.7 | 167 | 54.0 | |
| Low | 326 | 32.4 | 219 | 67.2 | |
| Give social support | |||||
| Low | 334 | 33.2 | 186 | 55.7 | 0.765 |
| Moderate | 275 | 27.3 | 145 | 52.7 | |
| High | 397 | 39.5 | 215 | 54.2 |
p, prevalence; SUS, public health system. * Minimum wage in force in the period of data collection: R$ 1045,00.
Standardized factor loads of the measuring models of socioeconomic status, intolerance to uncertainty and social support among Brazilian men in the COVID-19 pandemic context. Brazil, 2020.
| Latent Variables | Indicating Variables (Codes) | SFL a | |
|---|---|---|---|
| SES | |||
| Schooling (SCH) | 0.631 | <0.001 | |
| Occupational situation (OCP) | 0.690 | <0.001 | |
| Monthly income (INC) | 0.664 | <0.001 | |
| Use of health plan (HP) | 0.609 | <0.001 | |
| INT | |||
| Uncertainty prevents me from living a full life (I1) | 0.747 | <0.001 | |
| I profoundly loathe unforeseen events (I2) | 0.710 | <0.001 | |
| I feel frustrated when I don’t have all the information I need (I3) | 0.669 | <0.001 | |
| It is necessary to think about the future to avoid surprises (I4) | 0.393 | <0.001 | |
| A small unforeseen event can ruin everything, even with the best planning (I5) | 0.749 | <0.001 | |
| When it’s time to act, uncertainty paralyzes me (I6) | 0.620 | <0.001 | |
| Uncertainty makes me vulnerable (I7) | 0.754 | <0.001 | |
| I always want to know what the future will bring me (I8) | 0.611 | <0.001 | |
| I hate to be taken by surprise (I9) | 0.610 | <0.001 | |
| The slightest sign of doubt dissuades me from acting (I10) | 0.678 | <0.001 | |
| I should be able to organize everything beforehand (I11) | 0.634 | <0.001 | |
| Uncertainty does not allow me to sleep well (I12) | 0.694 | <0.001 | |
| Receiving | |||
| I have someone I can talk to about the pressures in my life (S1) | 0.838 | <0.001 | |
| There is at least one person with whom I can share most of the things (S2) | 0.838 | <0.001 | |
| When I’m feeling down, there’s someone I can count on (S3) | 0.907 | <0.001 | |
| I have someone in my life who offers me emotional support (S4) | 0.899 | <0.001 | |
| There is at least one person in whom I feel I can trust (S5) | 0.820 | <0.001 | |
| There is someone in my life who makes me feel that I’m worthy (S6) | 0.689 | <0.001 | |
| I feel that I have a network of people who value me (S7) | 0.609 | <0.001 | |
| RIS | |||
| If I’m in trouble, someone will help me (S13) | 0.845 | <0.001 | |
| I have someone to help me when I’m ill (S14) | 0.686 | <0.001 | |
| If I need money, I know someone who can help me (S15) | 0.649 | <0.001 | |
| There is someone who can help me fulfill my responsibilities (S16) | 0.594 | <0.001 | |
| OIS | |||
| I’m a person who is available to listen to others’ problems (S8) | 0.697 | <0.001 | |
| I seek to encourage people when they’re feeling down (S9) | 0.723 | <0.001 | |
| People close to me tell me their deepest concerns (S10) | 0.710 | <0.001 | |
| I comfort other people in difficult times (S11) | 0.867 | <0.001 | |
| People trust me when they have problems (S12) | 0.737 | <0.001 | |
| OES | |||
| I help others when they are too busy (S17) | 0.685 | <0.001 | |
| I helped someone with their responsibilities when they were not able to fulfill them (S18) | 0.700 | <0.001 | |
| I provided help when someone who lived with me was ill (S19) | 0.588 | <0.001 | |
| I’m a person whom others ask for help with tasks (S20) | 0.401 | <0.001 | |
| RS a | |||
| RES b | 0.882 | <0.001 | |
| RIS b | 0.949 | <0.001 | |
| Offering | |||
| OIS b | 0.857 | <0.001 | |
| OES b | 0.740 | <0.001 | |
SFL, standardized factor loads; SES, socioeconomic status; INT, intolerance to uncertainty; RES, receiving emotional support; RIS, receiving instrumental support; OIS, offering instrumental support; OES, offering emotional support; RS, receiving support; OS, offering support. a 2nd-order factor; b 1st-order factor.
Fit indicators of the measuring models, using CMDs as response variable, Brazil, 2020.
| Indices | SES | INT | SS (RS ▯ OS) | CMM |
|---|---|---|---|---|
| RMSEA | ||||
| Index | 0.038 | 0.049 | 0.046 | 0.046 |
| 90% CI | 0.000–0.078 | 0.040–0.059 | 0.041–0.050 | 0.043–0.048 |
| 0.671 | 0.518 | 0.939 | 0.998 | |
| CFI | 0.997 | 0.992 | 0.959 | 0.976 |
| TLI | 0.991 | 0.986 | 0.950 | 0.974 |
| R a | ||||
| RS ▯ OS | - | - | 0.430 | - |
| SES ▯ INT | - | - | - | −0.098 |
| SES ▯ RS | - | - | - | −0.019 |
| SES ▯ OS | - | - | - | −0.033 |
| INT ▯ RS | - | - | - | −0.325 |
| INT ▯ OS | - | - | - | −0.067 |
SES, socioeconomic status; INT, intolerance to uncertainty; SS, social support; RS, receiving social support; OS, offering social support; CMM, Correlated Measuring Models; RMSEA, Root Mean Square Error of Approximation; 90% CI, 90% confidence interval; TLI, Tucker–Lewis Index; CFI, Comparative Fit Index. a Residual correlations (1) between the latent variables.
Figure 2Structural equation model with direct and indirect specific effects for CMDs among Brazilian men in the COVID-19 pandemic context. Brazil, 2020. SES, socioeconomic status; INT, intolerance to uncertainty (I1–I12: indicating variables); RES, receiving emotional support (S1–S7: indicating variables); RIS, receiving instrumental support (S13–S16: indicating variables); OIS, offering instrumental support (S8–S12: indicating variables); OES, offering emotional support (S17–S20: indicating variables); RS, receiving support; OS, offering support; SCH, schooling; OCP, occupational status; INC, monthly income; HP, use of health plan; COL, race/skin color; HS, house-sharing; PS, perceived stress; I1–I12, items 1 to 12; S1–S20, items 1 to 20; RMSEA, Root Mean Square Error of Approximation; 90%CI, 90% confidence interval; CFI, Comparative Fit Index; TLI, Tucker–Lewis Index. * Statistically significant loads (p-value < 0.05).
Standardized total and indirect effects of the structural equation model, using CMDs as response variable among Brazilian men in the COVID-19 pandemic context. Brazil, 2020.
| Paths | SFL | SE | Est/SE a | |
|---|---|---|---|---|
| Total Effects | ||||
| INT → CMDs | 0.421 | 0.047 | 8.87 | <0.001 |
| RS → CMDs | −0.716 | 0.051 | −14.12 | <0.001 |
| OS → CMDs | 0.409 | 0.021 | 19.11 | <0.001 |
| SES → CMDs | 0.183 | 0.043 | 4.21 | <0.001 |
| PS → CMDs | 0.763 | 0.039 | 19.46 | <0.001 |
| COL → CMDs | −0.021 | 0.040 | −0.53 | 0.595 |
| HS → CMDs | 0.587 | 0.035 | 16.75 | <0.001 |
| Specific indirect effects | ||||
| RS | ||||
| RS → PS → CMDs | −0.442 | 0.039 | −11.46 | <0.001 |
| RS → INT → CMDs | −0.032 | 0.025 | −1.31 | 0.190 |
| RS → PS → INT → CMDs | −0.214 | 0.037 | −5.84 | <0.001 |
| OS | ||||
| OS → PS → CMDs | 0.275 | 0.012 | 23.48 | <0.001 |
| OS → PS → INT → CMDs | 0.134 | 0.022 | 5.97 | <0.001 |
| SES | ||||
| SES → HS → CMDs | 0.060 | 0.014 | 4.22 | <0.001 |
| SES → PS → CMDs | −0.179 | 0.036 | −4.96 | <0.001 |
| SES → INT → CMDs | 0.021 | 0.027 | 0.79 | 0.429 |
| SES → RS → CMDs | 0.001 | 0.002 | 0.38 | 0.701 |
| SES → HS → PS → CMDs | 0.060 | 0.014 | 4.22 | <0.001 |
| SES → RS → PS → CMDs | 0.012 | 0.025 | 0.48 | 0.629 |
| SES → OS → PS → CMDs | −0.015 | 0.015 | −1.00 | 0.318 |
| SES → HS → INT → CMDs | −0.015 | 0.008 | −1.88 | 0.060 |
| SES → PS → INT → CMDs | −0.087 | 0.022 | −3.96 | <0.001 |
| SES → RS → INT → CMDs | 0.001 | 0.002 | 0.49 | 0.625 |
| SES → HS → RS → CMDs | 0.001 | 0.001 | −0.42 | 0.673 |
| SES → HS → RS → PS → CMDs | −0.008 | 0.006 | −1.37 | 0.170 |
| SES → HS → OS → PS → CMDs | 0.003 | 0.003 | 0.93 | 0.351 |
| SES → HS → PS → INT → CMDs | 0.029 | 0.009 | 3.31 | 0.001 |
| SES → RS → PS → INT → CMDs | 0.006 | 0.012 | 0.48 | 0.629 |
| SES → OS → PS → INT → CMDs | −0.007 | 0.008 | −0.99 | 0.325 |
| SES → HS → RS → INT → CMDs | −0.001 | 0.001 | −1.06 | 0.289 |
| SES → HS → RS → PS → INT → CMDs | −0.004 | 0.003 | −1.37 | 0.171 |
| SES → HS → OS → PS → INT → CMDs | 0.002 | 0.002 | 0.92 | 0.356 |
| PS | ||||
| PS → INT → CMDs | 0.249 | 0.040 | 6.22 | <0.001 |
| COL | ||||
| COL → PS → CMDs | 0.135 | 0.006 | 20.80 | <0.001 |
| COL → INT → CMDs | −0.034 | 0.019 | −1.78 | 0.075 |
| COL → SES → CMDs | 0.135 | 0.006 | 20.80 | <0.001 |
| COL → SES → HS → CMDs | 0.026 | 0.006 | 4.21 | <0.001 |
| COL → SES → PS → CMDs | −0.079 | 0.016 | −4.93 | <0.001 |
| COL → PS → INT → CMDs | 0.066 | 0.011 | 5.92 | <0.001 |
| COL → SES → INT → CMDs | 0.009 | 0.012 | 0.79 | 0.429 |
| COL → SES → RS → CMDs | 0.000 | 0.001 | 0.38 | 0.702 |
| COL → SES → HS → PS → CMDs | 0.026 | 0.006 | 4.21 | <0.001 |
| COL → SES → RS → PS → CMDs | 0.005 | 0.011 | 0.48 | 0.629 |
| COL → SES → OS → PS → CMDs | −0.007 | 0.007 | −1.00 | 0.319 |
| COL → SES → HS → INT → CMDs | −0.007 | 0.004 | −1.88 | 0.060 |
| COL → SES → PS → INT → CMDs | −0.038 | 0.010 | −3.95 | <0.001 |
| COL → SES → RS → INT → CMDs | 0.000 | 0.001 | 0.49 | 0.625 |
| COL → SES → HS → RS → CMDs | 0.000 | 0.001 | −0.42 | 0.673 |
| COL → SES → HS → RS → PS → CMDs | −0.004 | 0.003 | −1.37 | 0.170 |
| COL → SES → HS → OS → PS → CMDs | 0.001 | 0.002 | 0.93 | 0.351 |
| COL → SES → HS → PS → INT → CMDs | 0.013 | 0.004 | 3.30 | 0.001 |
| COL → SES → RS → PS → INT → CMDs | 0.003 | 0.005 | 0.48 | 0.629 |
| COL → SES → OS → PS → INT → CMDs | −0.003 | 0.003 | −0.99 | 0.325 |
| COL → SES → HS → RS → INT → CMDs | 0.000 | 0.000 | −1.06 | 0.289 |
| COL → SES → HS → RS → PS → INT → CMDs | −0.002 | 0.001 | −1.37 | 0.171 |
| COL → SES → HS → OS → EP → INT → CMDs | 0.001 | 0.001 | 0.92 | 0.356 |
| HS | ||||
| HS → PS → CMDs | 0.281 | 0.012 | 23.79 | <0.001 |
| HS → INT → CMDs | −0.071 | 0.033 | −2.17 | 0.030 |
| HS → RS → CMDs | −0.002 | 0.006 | −0.43 | 0.668 |
| HS → RS → PS → CMDs | −0.038 | 0.026 | −1.45 | 0.146 |
| HS → OS → PS → CMDs | 0.015 | 0.016 | 0.97 | 0.334 |
| HS → PS → INT → CMDs | 0.136 | 0.023 | 5.93 | <0.001 |
| HS → RS → INT → CMDs | −0.003 | 0.003 | −1.10 | 0.273 |
| HS → RS → PS → INT → CMDs | −0.019 | 0.013 | −1.46 | 0.144 |
| HS → OS → PS → INT → CMDs | 0.007 | 0.008 | 0.96 | 0.338 |
SFL, standardized factor loads; SE, standard error; Est/SE, ratio between SFL estimate and SE; SES, socioeconomic status; INT, intolerance to uncertainty; RS, receiving support; OS, offering support; HS, house-sharing; COL, self-reported race/skin color; PS, perceived stress; CMDs, common mental disorders. a Statistically significant if −1.96 > Est/SE > 1.96. b Statistically significant if <0.05.