| Literature DB >> 32046282 |
Marcelo Demarzo1, Javier García-Campayo2,3, David Martínez-Rubio4,5, Adrián Pérez-Aranda6,7, Joao Luiz Miraglia1, Marcio Sussumu Hirayama1, Vera Morais Antonio de Salvo1, Karen Cicuto1, Maria Lucia Favarato1, Vinicius Terra1, Marcelo Batista de Oliveira1, Mauro García-Toro8, Marta Modrego-Alarcón2, Jesús Montero-Marín9.
Abstract
Primary healthcare personnel show high levels of burnout. A new model of burnout has been developed to distinguish three subtypes: frenetic, under-challenged, and worn-out, which are characterized as overwhelmed, under-stimulated, and disengaged at work, respectively. The aim of this study was to assess the psychometric properties of the long/short Brazilian versions of the "Burnout Clinical Subtypes Questionnaire" (BCSQ-36/BCSQ-12) among Brazilian primary healthcare staff and its possible associations with other psychological health-related outcomes. An online cross-sectional study conducted among 407 Brazilian primary healthcare personnel was developed. Participants answered a Brazil-specific survey including the BCSQ-36/BCSQ-12, "Maslach Burnout Inventory-General Survey", "Utrecht Work Engagement Scale", "Hospital Anxiety/Depression Scale", "Positive-Negative Affect Schedule", and a Visual Analogue Scale of guilt at work. The bifactor was the model with the best fit to the data using the BCSQ-36, which allowed a general factor for each subtype. The three-correlated factors model fit better to the BCSQ-12. Internal consistence was appropriate, and the convergence between the long-short versions was high. The pattern of relationships between the burnout subtypes and the psychological outcomes suggested a progressive deterioration from the frenetic to the under-challenged and worn-out. In sum, the Brazilian BCSQ-36/BCSQ-12 showed appropriate psychometrics to be used in primary healthcare personnel.Entities:
Keywords: BCSQ; Brazil; bifactor; burnout; burnout subtypes; primary care; questionnaire; validation studies
Year: 2020 PMID: 32046282 PMCID: PMC7036968 DOI: 10.3390/ijerph17031081
Source DB: PubMed Journal: Int J Environ Res Public Health ISSN: 1660-4601 Impact factor: 3.390
Sociodemographic and occupational characteristics of study participants.
| Variables | n (%) |
|---|---|
| Age, mean in years (SD) | 41.09 (10.09) |
| <35 | 119 (29.2) |
| 35–50 | 191 (46.9) |
| >50 | 97 (23.8) |
| Sex, female | 344 (84.5) |
| Relationship, partnership/married | 286 (70.3) |
| Number of children, none | 160 (39.3) |
| Category | |
| Volunteer | 158 (38.8) |
| Professional with a salary | 249 (61.2) |
| Job position | |
| Physician | 72 (17.7) |
| Nurse | 102 (25.1) |
| CHW | 233 (57.2) |
| Hours worked per week, mean in hours (SD) | 39.25 (26.81) |
| <40 | 72 (17.7) |
| 40 | 268 (65.8) |
| >40 | 64 (15.7) |
| Length of service, mean in years (SD) | 17.19 (9.81) |
| <6 | 56 (13.8) |
| 6–16 | 153 (37.6) |
| >16 | 197 (48.4) |
| Years at the same job, mean (SD) | 5.47 (5.53) |
| <6 | 265 (65.1) |
| 6–16 | 123 (30.2) |
| >16 | 18 (4.4) |
| Contract period | |
| Temporary | 39 (9.6) |
| Permanent | 368 (90.4) |
| Contract type | |
| Full-time | 366 (89.9) |
| Part-time | 41 (10.1) |
| Economic difficulties | |
| Never | 65 (16.0) |
| Sometimes | 153 (37.6) |
| Almost always | 112 (27.5) |
| Always | 77 (18.9) |
| Sick leave in the past year, yes | 145 (35.6) |
| Sick leave days ‡ | 19.00 (51.83) |
Note: Strata presented according to subsequent analyses. CHW: community health workers. ‡ Considering the group with sick leave days in the past year.
Fix indices for the frenetic, under-challenged, and worn-out BCSQ-36 and BCSQ-12 scales.
| Scales/models | χ2 | df | χ2/df | CFI | TLI | RMSEA | SRMR | AIC |
|---|---|---|---|---|---|---|---|---|
|
| ||||||||
| One factor (ref) | 520.07 | 54 | 9.63 | 0.722 | 0.660 | 0.146 (0.134‒0.157) | 0.094 | 15,581.45 |
| Three correlated | 168.00 | 51 | 3.29 | 0.930 | 0.910 | 0.075 (0.063‒0.088) | 0.049 | 15,085.41 |
| Bifactor model | 127.87 | 42 | 3.04 | 0.949 | 0.920 | 0.071 (0.057‒0.085) | 0.035 | 15,043.73 |
|
| ||||||||
| One factor (ref) | 265.28 | 54 | 4.91 | 0.865 | 0.835 | 0.098 (0.086‒0.110) | 0.061 | 16,362.76 |
| Three correlated | 186.93 | 51 | 3.67 | 0.913 | 0.887 | 0.081 (0.069‒0.094) | 0.061 | 16,232.99 |
| Bifactor model | 97.21 | 42 | 2.31 | 0.965 | 0.944 | 0.057 (0.042‒0.072) | 0.033 | 16,078.12 |
|
| ||||||||
| One factor (ref) | 736.77 | 54 | 13.64 | 0.582 | 0.489 | 0.176 (0.165‒0.188) | 0.121 | 16,744.43 |
| Three correlated | 122.27 | 51 | 2.40 | 0.956 | 0.943 | 0.059 (0.045‒0.072) | 0.053 | 15,937.22 |
| Bifactor model | 87.93 | 42 | 2.09 | 0.972 | 0.956 | 0.052 (0.037‒0.067) | 0.042 | 15,907.40 |
|
| ||||||||
| One factor (ref) | 1280.25 | 54 | 23.71 | 0.215 | 0.041 | 0.236 (0.225‒0.248) | 0.243 | 17,493.23 |
| Three correlated | 85.97 | 51 | 1.69 | 0.978 | 0.971 | 0.041 (0.025‒0.056) | 0.035 | 15,923.81 |
Note: One factor (ref): one first-order factor solution taken as reference. Three-correlated: three correlated first-order factors model. Bifactor model: three orthogonal factors and a general factor integrating their commonalities. χ2: chi-squared. df: degrees of freedom. CFI: comparative fit index. TLI: Tucker-Leis index. RMSEA: root mean square error of approximation (90% CI). SRMR: standardized root mean square residual. AIC: Akaike information criterion. * The BCSQ-12 bifactor solution did not converge.
Descriptive and psychometric characteristics of the Brazilian BCSQ-36.
| 3-Factors | Bifactor | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| Scale/Subscale/Item | Mn | SD | skew | kurt | λ | δ | G | δ | |
|
| 4.66 | 0.97 | −0.28 | 1.20 | |||||
| Ambition | 4.65 | 1.24 | −0.32 | 0.22 | |||||
| Item 1 | 4.54 | 1.55 | −0.42 | −0.19 | 0.67 * | 0.55 | 0.55 * | 0.48 * | 0.47 |
| Item 4 | 4.78 | 1.50 | −0.52 | −0.08 | 0.73 * | 0.47 | 0.39 * | 0.53 * | 0.48 |
| Item 7 | 4.76 | 1.41 | −0.28 | −0.22 | 0.83 * | 0.31 | 0.27 † | 0.62 * | 0.29 |
| Item 10 | 4.54 | 1.50 | −0.24 | −0.40 | 0.83 * | 0.31 | 0.57 * | 0.61 * | 0.26 |
| Overload | 4.13 | 1.32 | −0.04 | −0.43 | |||||
| Item 2 | 4.63 | 1.56 | −0.20 | −0.56 | 0.66 * | 0.57 | 0.37 * | 0.61 * | 0.58 |
| Item 5 | 3.85 | 1.64 | 0.18 | −0.61 | 0.81 * | 0.35 | 0.50 * | 0.66 * | 0.37 |
| Item 8 | 3.98 | 1.67 | 0.03 | −0.69 | 0.80 * | 0.37 | 0.65 * | 0.80 * | 0.32 |
| Item 11 | 4.05 | 1.56 | 0.03 | −0.58 | 0.77 * | 0.41 | 0.61 * | 0.51 * | 0.38 |
| Involvement | 5.21 | 0.96 | −0.83 | 3.16 | |||||
| Item 3 | 5.37 | 1.20 | −0.69 | 0.52 | 0.75 * | 0.44 | 0.39 * | 0.62 * | 0.46 |
| Item 6 | 5.34 | 1.20 | −0.71 | 1.50 | 0.77 * | 0.40 | 0.40 * | 0.65 * | 0.41 |
| Item 9 | 5.13 | 1.22 | −0.80 | 1.81 | 0.75 * | 0.44 | 0.42 * | 0.50 * | 0.43 |
| Item 12 | 4.99 | 1.11 | −0.59 | 1.70 | 0.66 * | 0.56 | 0.51 * | 0.49 * | 0.50 |
|
| 3.35 | 1.20 | 0.14 | −0.01 | |||||
| Indifference | 2.88 | 1.13 | 0.45 | 0.51 | |||||
| Item 13 | 2.77 | 1.46 | 0.65 | 0.28 | 0.69 * | 0.53 | 0.59 * | 0.47 * | 0.44 |
| Item 16 | 2.59 | 1.39 | 0.84 | 0.82 | 0.83 * | 0.32 | 0.54 * | 0.59 * | 0.30 |
| Item 19 | 3.88 | 1.70 | −0.02 | −0.60 | 0.60 * | 0.64 | 0.02 | 0.74 * | 0.53 |
| Item 22 | 2.28 | 1.27 | 0.99 | 1.39 | 0.71 * | 0.50 | 0.46 * | 0.63 * | 0.49 |
| L. Development | 3.71 | 1.46 | 0.07 | −0.44 | |||||
| Item 14 | 3.72 | 1.77 | 0.18 | −0.72 | 0.72 * | 0.48 | 0.68 | 0.67 * | 0.20 |
| Item 17 | 3.42 | 1.61 | 0.36 | −0.25 | 0.70 * | 0.52 | 0.16 ‡ | 0.76 * | 0.53 |
| Item 20 | 4.12 | 1.89 | −0.10 | −0.97 | 0.81 * | 0.34 | 0.42 | 0.68 * | 0.31 |
| Item 23 | 3.60 | 1.79 | 0.21 | −0.82 | 0.82 * | 0.34 | 0.10 | 0.72 * | 0.35 |
| Boredom | 3.45 | 1.40 | 0.27 | −0.18 | |||||
| Item 15 | 3.65 | 1.73 | 0.20 | −0.72 | 0.76 * | 0.42 | 0.11 | 0.77 * | 0.44 |
| Item 18 | 3.46 | 1.71 | 0.29 | −0.71 | 0.71 * | 0.50 | 0.15 | 0.55 * | 0.40 |
| Item 21 | 3.27 | 1.63 | 0.43 | −0.31 | 0.81 * | 0.35 | 0.25 | 0.80 * | 0.35 |
| Item 24 | 3.42 | 1.71 | 0.31 | −0.61 | 0.80 * | 0.36 | 0.45 ‡ | 0.76 * | 0.22 |
|
| 3.74 | 1.02 | −0.11 | 0.76 | |||||
| L. Acknowledgement | 4.04 | 1.38 | 0.07 | −0.29 | |||||
| Item 25 | 3.68 | 1.73 | 0.25 | −0.66 | 0.71 * | 0.50 | 0.42 * | 0.55 * | 0.53 |
| Item 28 | 3.82 | 1.81 | 0.19 | −0.80 | 0.41 * | 0.83 | 0.20 ‡ | 0.46 * | 0.85 |
| Item 31 | 4.39 | 1.74 | −0.10 | −0.81 | 0.79 * | 0.37 | 0.46 * | 0.62 * | 0.42 |
| Item 34 | 4.27 | 1.75 | −0.08 | −0.75 | 0.94 * | 0.11 | 0.78 * | 0.34 * | 0.02 |
|
| 2.64 | 1.14 | 0.64 | 1.24 | |||||
| Item 26 | 2.76 | 1.39 | 0.57 | 0.13 | 0.79 * | 0.37 | 0.64 * | 0.41 * | 0.38 |
| Item 29 | 2.73 | 1.30 | 0.69 | 1.03 | 0.80 * | 0.36 | 0.69 * | 0.73 * | 0.36 |
| Item 32 | 2.30 | 1.16 | 0.72 | 1.24 | 0.80 * | 0.36 | 0.70 * | 0.60 * | 0.35 |
| Item 35 | 2.78 | 1.41 | 0.79 | 0.88 | 0.86 * | 0.27 | 0.68 * | 0.41 * | 0.27 |
| L. Control | 4.53 | 1.29 | −0.67 | 0.32 | |||||
| Item 27 | 4.97 | 1.66 | −0.72 | 0.04 | 0.73 * | 0.47 | 0.51 * | 0.73 * | 0.36 |
| Item 30 | 4.62 | 1.68 | −0.54 | −0.29 | 0.76 * | 0.42 | 0.20 | 0.65 * | 0.43 |
| Item 33 | 3.60 | 1.56 | 0.13 | −0.51 | 0.67 * | 0.55 | 0.01 | 0.51 * | 0.47 |
| Item 36 | 4.95 | 1.59 | −0.63 | 0.01 | 0.71 * | 0.49 | 0.45 † | 0.61 * | 0.43 |
Note: Mn: mean; SD: standard deviation. Skew: skewness. Kurt: kurtosis. λ: factorial loading. δ: uniqueness term. G: general factor. ‡ p < 0.05. † p < 0.01. * p < 0.001. P75 (75th percentile): Frenetic = 5.25; ambition = 5.50; overload = 5.00; involvement = 6.00; under-challenged = 4.08; indifference = 3.50; lack of development = 4.75; boredom = 4.25; worn-out = 4.33; lack of acknowledgement = 5.00; neglect = 3.25; lack of control = 5.25.
Reliability of the BCSQ-36 bifactor models.
| Scale/ | ω/ωS | ωH/ωHS | H | FDI | ECV |
|---|---|---|---|---|---|
|
| 0.93 | 0.76 | 0.88 | 0.87 | 0.62 |
| Ambition | 0.81 | 0.32 | 0.54 | 0.56 | |
| Overload | 0.91 | 0.37 | 0.65 | 0.61 | |
| Involvement | 0.81 | 0.30 | 0.48 | 0.54 | |
|
| 0.94 | 0.87 | 0.92 | 0.93 | 0.76 |
| Indifference | 0.84 | 0.26 | 0.55 | 0.51 | |
| L. Development | 0.88 | 0.17 | 0.53 | 0.41 | |
| Boredom | 0.85 | 0.09 | 0.26 | 0.29 | |
|
| 0.92 | 0.72 | 0.87 | 0.85 | 0.53 |
| L. Acknowledgement | 0.79 | 0.37 | 0.68 | 0.61 | |
| Neglect | 0.93 | 0.57 | 0.77 | 0.76 | |
| L. Control | 0.80 | 0.14 | 0.39 | 0.38 |
Note: Percentage of Uncontaminated correlations (PUC) = 0.73. ω: McDonald’s omega for the total scale. ωS: omega subscale. ωH: omega hierarchical; ωH: omega hierarchical subscale. H: replicability index. FDI: factor determination index. ECV: explained common variance.
Confirmatory factor analysis (CFA) of the Brazilian short BCSQ-12.
| Subscale/Item | ωS | H | FDI | AVE | λ | δ |
|---|---|---|---|---|---|---|
|
| 0.85 | 0.86 | 0.93 | 0.58 | ||
| Item 2 | 0.64 * | 0.60 | ||||
| Item 5 | 0.79 * | 0.38 | ||||
| Item 8 | 0.82 * | 0.33 | ||||
| Item 11 | 0.78 * | 0.39 | ||||
|
| 0.85 | 0.88 | 0.94 | 0.59 | ||
| Item 14 | 0.78 * | 0.39 | ||||
| Item 17 | 0.66 * | 0.56 | ||||
| Item 20 | 0.85 * | 0.28 | ||||
| Item 23 | 0.76 * | 0.43 | ||||
|
| 0.89 | 0.89 | 0.95 | 0.66 | ||
| Item 26 | 0.79 * | 0.37 | ||||
| Item 29 | 0.80 * | 0.36 | ||||
| Item 32 | 0.81 * | 0.35 | ||||
| Item 35 | 0.85 * | 0.28 |
Note: Three-correlated factors solution. ωS: omega subscale. H: construct replicability index. FDI: factor determinacy index. AVE: average variance extracted; λ: factorial loading. δ: uniqueness. * p < 0.001.
Raw correlations between the BCSQ and other psychological health-related variables.
| Psychological Health-Related Variables | Frenetic | Under-Challenged | Worn-out |
|---|---|---|---|
|
| 0.19 * | 0.41 * | 0.51 * |
|
| 0.04 | 0.60 * | 0.42 * |
|
| 0.31 * | −0.21 * | −0.20 * |
|
| 0.31 * | −0.44 * | −0.40 * |
|
| 0.25 * | −0.54 * | −0.37 * |
|
| 0.38 * | −0.45 * | −0.28 * |
|
| 0.14 †
| 0.35 * | 0.42 * |
|
| 0.10 ‡
| 0.29 * | 0.35 * |
|
| 0.31 * | −0.41 * | −0.35 * |
|
| 0.26 * | 0.35 * | 0.49 * |
|
| 0.12 ‡
| 0.30 * | 0.38 * |
Note: Values are Pearson’s correlation coefficients. BCSQ scale/subscale scores are factorial scores. * p < 0.001; † p < 0.01; ‡ p < 0.05. The short BCSQ-12 subscales are in brackets and in italic.
Explanatory power of the BCSQ on the classical burnout dimensions.
| DV/IVs | ΔR2 | R2 | Se | F | df | pa | ||
|---|---|---|---|---|---|---|---|---|
|
|
| ref. | 0.05 | 8.18 | 4.57 | 5/400 | <0.001 | |
|
| 0.24 | 0.29 | 7.12 | 20.25 | 8/397 | <0.001 | ||
|
| 0.30 | 0.35 | 6.83 | 26.34 | 8/397 | <0.001 | ||
|
|
|
|
|
| ||||
| Overload | 2.64 | 0.40 | 0.29 | 6.68 | <0.001 | |||
| L. Development | 1.89 | 0.32 | 0.29 | 5.83 | <0.001 | |||
| Neglect | 0.90 | 0.39 | 0.11 | 2.32 | 0.021 | |||
| Frenetic | 1.75 | 0.52 | 0.14 | 3.34 | 0.001 | |||
| Under-challenged | 3.23 | 0.66 | 0.25 | 4.88 | <.001 | |||
| Worn-out | 3.28 | 0.50 | 0.33 | 6.51 | <.001 | |||
|
|
|
|
|
|
|
| ||
|
|
| ref. | 0.02 | 6.11 | 1.64 | 5/400 | 0.149 | |
|
| 0.32 | 0.34 | 5.03 | 25.60 | 8/397 | <0.001 | ||
|
| 0.37 | 0.39 | 4.84 | 31.52 | 8/397 | <0.001 | ||
|
|
|
|
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| ||||
| Overload | 0.36 | 0.28 | 0.05 | 1.28 | 0.203 | |||
| L. Development | 2.03 | 0.23 | 0.42 | 8.84 | <0.001 | |||
| Neglect | 1.34 | 0.27 | 0.23 | 4.91 | <0.001 | |||
| Frenetic | 0.28 | 0.37 | 0.03 | 0.75 | 0.452 | |||
| Under-challenged | 5.36 | 0.47 | 0.57 | 11.41 | <0.001 | |||
| Worn-out | 0.59 | 0.36 | 0.08 | 1.65 | 0.100 | |||
|
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|
|
| ||
|
|
| ref. | 0.09 | 5.91 | 7.62 | 5/400 | <0.001 | |
|
| 0.08 | 0.17 | 5.67 | 9.79 | 8/397 | <0.001 | ||
|
| 0.14 | 0.23 | 5.44 | 14.95 | 8/397 | <0.001 | ||
|
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|
| ||||
| Overload | 0.85 | 0.32 | 0.13 | 2.70 | 0.007 | |||
| L. Development | −0.11 | 0.26 | −0.02 | −0.43 | 0.670 | |||
| Neglect | −1.50 | 0.31 | −0.26 | −4.88 | <0.001 | |||
| Frenetic | 3.00 | 0.42 | 0.32 | 7.19 | <0.001 | |||
| Under-challenged | −0.86 | 0.53 | −0.09 | −1.62 | 0.106 | |||
| Worn-out | −1.25 | 0.40 | −0.17 | −3.12 | 0.002 |
DV: dependent variable; IV: independent variable; Step 1: includes age, sex, hours worked per week, and job position as IVs. Step 2 includes age; sex; hours worked per week; job position; as well as the standardised factorial scores of overload, lack of development and neglect as IVs. Step 3: includes age; sex; hours worked per week; job position; as well as the standardised latent general common factors of the frenetic, under-challenged, and worn-out subtypes as IVs. R2: determination coefficient. Se: standard error. F: Snedecor’s F. df: degrees of freedom. pa: p-value associated with the model adjustment. b: regression coefficient. Beta: standardised regression coefficient. t: Student’s t value related to the Wald test on regression coefficients. pb: p-value associated with the Wald test. ref.: category of reference.3.3. Sociodemographic Factors Related to the Burnout Subtypes