| Literature DB >> 34104014 |
Cristina Bredicean1,2, Simona Claudia Tamasan3, Diana Lungeanu4, Catalina Giurgi-Oncu1,5, Ileana-Pepita Stoica6, Anca-Livia Panfil3, Claudia Vasilian3, Ica Secosan7, Sorin Ursoniu5,8, Raul Patrascu5,9.
Abstract
PURPOSE: The year 2020 was marked by the COVID-19 pandemic, massively disruptive at the general population level and for healthcare systems. We aimed to evaluate the psychological distress associated with work-related experiences among medical professionals and supporting staff during the pandemic outbreak. PATIENTS AND METHODS: A cross-sectional survey was conducted between April and May 2020, employing a self-administered on-line questionnaire that included the collection of socio-demographic and professional status information, Hamilton Anxiety Rating Scale, nine-item Patient Health Questionnaire (PHQ-9), Maslach Burnout Inventory - General Survey, Connor-Davidson Resilience Scale, and a subscale of the International Personality Item Pool (IPIP) for empathy. A total of 364 professionals of the county-coordinated area responded. Descriptive statistics summarized the findings and a mediation model was analyzed, applying the causal step strategy. The specific direct and causal mediation effects were estimated with the bias-corrected and accelerated bootstrap sampling method.Entities:
Keywords: Maslach Burnout Inventory; PHQ-9; burnout experience; healthcare workers; mediation model; work engagement
Year: 2021 PMID: 34104014 PMCID: PMC8180265 DOI: 10.2147/RMHP.S300578
Source DB: PubMed Journal: Risk Manag Healthc Policy ISSN: 1179-1594
Study Participants: Descriptive Statistics for Socio-Demographic and Professional Data
| Variables | All Respondents (Total 364) | Females (Total 291) | Males (Total 73) | p-value(a) |
|---|---|---|---|---|
| N (%) | N (%) | N (%) | ||
| Age group | ||||
| Less or equal 30 years | 85 (23.4%) | 61 (21%) | 24 (32.9%) | 0.027* |
| 31–40 years | 107 (29.4%) | 88 (30.2%) | 19 (26%) | |
| 41–50 years | 111 (30.5%) | 97 (33.3%) | 14 (19.2%) | |
| Over 50 years | 61 (16.8%) | 45 (15.5%) | 16 (21.9%) | |
| Level of education | ||||
| High school | 14 (3.8%) | 13 (4.5%) | 1 (1.4%) | 0.04* |
| College | 88 (24.2%) | 77 (26.5%) | 11 (15.1%) | |
| Higher | 262 (72%) | 201 (69.1%) | 61 (83.6%) | |
| Marital status | ||||
| Single | 60 (16.5%) | 44 (15.1%) | 16 (21.9%) | 0.402 |
| Live-in relationship | 64 (17.6%) | 50 (17.2%) | 14 (19.2%) | |
| Married | 203 (55.8%) | 164 (56.4%) | 39 (53.4%) | |
| Divorced | 34 (9.3%) | 30 (10.3%) | 4 (5.5%) | |
| Widow/Widower | 3 (0.8%) | 3 (1%) | 0 | |
| Current professional status | ||||
| Consultant | 87 (23.9%) | 62 (21.3%) | 25 (34.2%) | 0.01* |
| Specialty doctor | 51 (14%) | 37 (12.7%) | 14 (19.2%) | |
| Trainee/junior doctor | 76 (20.9%) | 58 (19.9%) | 18 (24.7%) | |
| Senior nurse | 101 (27.7%) | 91 (31.1%) | 10 (13.7%) | |
| Trainee nurse | 25 (6.9%) | 22 (7.6%) | 3 (4.1%) | |
| Other | 24 (6.6%) | 21 (7.2%) | 3 (4.1%) | |
| Hospital work experience | ||||
| Less or equal to 1 year | 51 (14%) | 39 (13.4%) | 12 (16.4%) | 0.686 |
| 2–5 years | 116 (31.9%) | 93 (32%) | 23 (31.5%) | |
| 6–10 years | 39 (10.7%) | 29 (10%) | 10 (13.7%) | |
| 11–15 years | 36 (9.9%) | 28 (9.6%) | 8 (11%) | |
| Over 15 years | 122 (33.5%) | 102 (35.1%) | 20 (27.4%) | |
| Having coordination responsibilities | 98 (26.9%) | 78 (26.8%) | 20 (27.4%) | 0.919 |
| Red area activity | 55 (15.1%) | 46 (15.8%) | 9 (12.3%) | 0.458 |
| Acknowledged/perceived professional support | 275 (75.5%) | 223 (76.6%) | 52 (71.2%) | 0.337 |
| Family support received | 344 (94.5%) | 274 (94.2%) | 70 (95.9%) | 0.561 |
| In care | ||||
| Minor child/children | 109 (29.9%) | 90 (30.9%) | 19 (26%) | 0.426 |
| Elderly persons | 56 (15.4%) | 42 (14.4%) | 14 (19.2%) | |
| Both minor and elderly persons | 55 (15.1%) | 47 (16.2%) | 8 (11%) | |
| None | 144 (39.6%) | 112 (38.5%) | 32 (43.8%) | |
| Provided ID and requested feedback | 140 (38.5%) | 117 (40.2%) | 23 (31.5%) | 0.172 |
Notes: (a)Chi-square test (either asymptotic or Monte-Carlo simulation with 10,000 samples). *Statistical significance, p < 0.05.
Abbreviation: N (%), observed frequency (percent).
Anxiety, Burnout, Stress, Resilience, and Empathy Among the Study Participants: Scale Measurements
| All Respondents (Total 364) | Females (Total 291) | Males (Total 73) | ||
|---|---|---|---|---|
| Scales (No of items; Cronbach’s alpha) | Median (IQR) | Median (IQR | Median (IQR | p-value(a) |
| HARS Total(a) (14 items; 0.915) | 5 (2 ‒ 10) | 5 (2 ‒ 11) | 6 (2 ‒ 10) | 0.789 |
| Maslach Total(a) (16 items; 0.928) | 11 (4 ‒ 24) | 11 (5 ‒ 24) | 12 (6 ‒ 24) | 0.525 |
| Maslach A emotional(a) (5 items; 0.892) | 6 (2 ‒ 10) | 6 (2 ‒ 10) | 6 (2 ‒ 11) | 0.905 |
| Maslach B depersonalization(a) (5 items; 0.834) | 3 (0 ‒ 7) | 3 (0 ‒ 7) | 4 (1 ‒ 9) | 0.186 |
| Maslach C diminishedProfEff(a) (6 items; 0.843) | 2 (0 ‒ 6) | 2 (0 ‒ 6) | 2 (0 ‒ 5) | 0.756 |
| PHQ-9 Total(a) (9 items; 0.884) | 5 (2 ‒ 8) | 5 (2 ‒ 8) | 4 (2 ‒ 8) | 0.845 |
| Resilience Total(a) (25 items; 0.923) | 74 (62.5 ‒ 84) | 75 (63.5 ‒ 84.5) | 70 (60 ‒ 81) | 0.04* |
| Empathy Total(a)# (8 items; 0.648) | 8 (8 ‒ 8) | 8 (8 ‒ 8) | 8 (7 ‒ 8) | 0.003** |
| Binary variable | N (%) | N (%) | N (%) | p-value,(b) |
| Empathy8(b) | 282 (77.5%) | 235 (80.8%) | 47 (64.4%) | 0.003** |
Notes: (a)Mann–Whitney U-test (two gender groups). (b)Chi-square test (proportions in the two gender groups). #Cronbach’s alpha < 0.8 but over 0.6, with rather few items, and measurements’ distribution strongly skewed toward the maximum value 8 – the measurements were re-coded into the binary variable Empathy8. *Statistical significance, p < 0.05; **High statistical significance, p < 0.01.
Abbreviations: HARS, Hamilton Anxiety Rating Scale; IQR, inter-quartile range; N (%), observed frequency (percent); PHQ-9, 9-item Patient Health Questionnaire; Maslach, Maslach Burnout Inventory – General Survey.
Anxiety, Burnout, Stress, Resilience, and Empathy Across the Professional Status Categories
| Consultant | Specialty Doctor | Trainee Doctor | Senior Nurse | Trainee Nurse | Other | ||
|---|---|---|---|---|---|---|---|
| n=87 | n=51 | n=76 | n=101 | n=25 | n=24 | ||
| Scales | Median (IQR) | Median (IQR) | Median (IQR) | Median (IQR) | Median (IQR) | Median (IQR) | p value(a), |
| HARS Total | 5 (2–9) | 5 (3–9) | 7 (4–13) | 5 (1–7) | 5 (2–12) | 2.5 (0–11) | 0.011* |
| Maslach Total | 13 (6–25.5) | 13 (6–25.5) | 14 (7–29) | 9 (2–18) | 8 (3–15) | 11 (1–21.5) | 0.014* |
| Maslach A | 6 (2.5–12.5) | 7 (3–12.5) | 7 (2–10.5) | 4 (1–8) | 5 (1–9) | 5 (0–8.5) | 0.058 |
| Maslach B | 4 (1–8) | 2 (1–9) | 4.5 (0–11.5) | 2 (0–6) | 1 (0–6) | 1.5 (0–6.5) | 0.05* |
| Maslach C | 2 (0–6) | 3 (0–6.5) | 4.5 (1–9) | 1 (0–5) | 0 (0–2) | 1 (0–6) | 0.003** |
| PHQ-9 Total | 5 (2–8) | 5 (2.5–8) | 6 (3–8) | 4 (2–6) | 4 (2–7) | 3 (0.5–6.5) | 0.03* |
| Resilience Total | 71 (60.5–80.5) | 74 (63–84) | 70.5 (60–80.5) | 79 (68–87) | 80 (61–87) | 76.5 (65.5–87) | 0.03* |
| {HARS Total, Maslach A, Maslach B, Maslach C, PHQ-9 Total, Resilience Total} nonparametric multivariate permutation test, p=0.048* | |||||||
| Binary variable | N (%) | N (%) | N (%) | N (%) | N (%) | N (%) | p value,(b) |
| Empathy8 | 66 (75.9%) | 43 (84.3%) | 51 (67.1%) | 86 (85.1%) | 21 (84%) | 15 (62.5%) | 0.021* |
Notes: (a)Kruskal–Wallis test (six professional categories) (b)Chi-square test (proportions in the six professional categories) *Statistical significance, p < 0.05; **High statistical significance, p < 0.01.
Abbreviations: HARS, Hamilton Anxiety Rating Scale; IQR, inter-quartile range; N (%), observed frequency (percent); PHQ-9, 9-item Patient Health Questionnaire; Maslach, Maslach Burnout Inventory – General Survey.
Anxiety, Burnout, Stress, Resilience, and Empathy in Relation to Coordination Responsibilities and Red Area Activity
| Coordination Responsibilities(c) | Red Area Activity(d) | |||||
|---|---|---|---|---|---|---|
| No (n=266) | Yes (n=98) | No (n=309) | Yes (n=55) | |||
| Scales | Median (IQR) | Median (IQR) | p value (a) | Median (IQR) | Median (IQR) | p value (a) |
| HARS Total(a) | 5 (2–10) | 5 (2–10) | 0.952 | 5 (2–10) | 8 (3–13) | 0.03* |
| Maslach Total(a) | 11.5 (4–26) | 11 (6–21) | 0.872 | 11 (4–22) | 15 (6–29) | 0.078 |
| Maslach A(a) | 5 (1–10) | 6 (3–10) | 0.211 | 6 (2–10) | 7 (3–12) | 0.073 |
| Maslach B(a) | 3 (0–8) | 2.5 (0–6) | 0.205 | 3 (0–7) | 4 (1–9.5) | 0.12 |
| Maslach C(a) | 2 (0–7) | 1 (0–5) | 0.134 | 2 (0–6) | 3 (0–9) | 0.088 |
| PHQ-9 Total(a) | 5 (2–8) | 4.5 (2–7) | 0.694 | 4 (2–7) | 6 (3–9) | 0.018* |
| Resilience Total(a) | 74 (60–83) | 77 (67–88) | 0.004** | 74 (63–84) | 77 (59.5–84) | 0.877 |
| (c){HARS Total, Maslach A, Maslach B, Maslach C, PHQ-9 Total, Resilience Total} nonparametric multivariate permutation test, p=0.066 | ||||||
| (d){HARS Total, Maslach A, Maslach B, Maslach C, PHQ-9 Total, Resilience Total} nonparametric multivariate permutation test, p=0.048* | ||||||
| Binary variable | N (%) | N (%) | p value(b) | N (%) | N (%) | p value(b) |
| Empathy8(b) | 206 (77.4%) | 76 (77.6%) | 0.983 | 238 (77%) | 44 (80%) | 0.626 |
Notes: (a)Mann–Whitney U-test (two groups) (b)Chi-square test (proportions in the two groups) (c),(d)Nonparametric multivariate permutation test. *Statistical significance, p < 0.05; **High statistical significance, p < 0.01.
Abbreviations: HARS, Hamilton Anxiety Rating Scale; IQR, inter-quartile range; N (%), observed frequency (percent); PHQ-9, 9-item Patient Health Questionnaire; Maslach, Maslach Burnout Inventory – General Survey.
Anxiety, Burnout, Stress, Resilience, and Empathy in Relation to the Perceived Support from the Professional Environment or the Family, Friends, and Acquaintances
| Professional Support(c) | Family Support | p value (a),(b) | ||||
|---|---|---|---|---|---|---|
| No (n=89) | Yes (n=275) | No (n=20) | Yes (n=344) | |||
| Scales | Median (IQR) | Median (IQR) | p value(a) | Median (IQR) | Median (IQR) | |
| HARS Total(a) | 7 (3–14) | 4 (1.5–9.5) | <0.001** | 7.5 (4–16) | 5 (2–10) | 0.085 |
| Maslach Total(a) | 22 9–35) | 9 (4–18.5) | <0.001** | 14.5 (1–25.5) | 11 (5–23.5) | 0.907 |
| Maslach A(a) | 8 (4–16) | 5 (1–9) | <0.001** | 6 (1–13) | 6 (2–10) | 0.687 |
| Maslach B(a) | 7 (2–14) | 2 (0–6) | <0.001** | 3 (0–6.5) | 3 (0–7) | 0.661 |
| Maslach C(a) | 5 (0–10) | 1 (0–5) | <0.001** | 2 (0–6.5) | 2 (0–6) | 0.78 |
| PHQ-9 Total(a) | 7 (3–10) | 4 (2–7) | <0.001** | 5.5 (3–11.5) | 4 (2–8) | 0.182 |
| Resilience Total(a) | 68 (60–80) | 75 (63–85) | 0.009** | 69 (55.5–83.5) | 74.5 (63–84) | 0.353 |
| (c){HARS Total, Maslach A, Maslach B, Maslach C, PHQ-9 Total, Resilience Total} nonparametric multivariate permutation test, p<0.001** | ||||||
| Binary variable | N (%) | N (%) | p value(b) | N (%) | N (%) | p value(b) |
| Empathy8(b) | 61 (68.5%) | 221 (80.4%) | 0.02** | 18 (90%) | 264 (76.7%) | 0.269 |
Notes: (a)Mann–Whitney U-test (two groups) (b)Chi-square test (proportions in the two groups) (c)Nonparametric multivariate permutation test *Statistical significance, p < 0.05; **High statistical significance, p < 0.01.
Abbreviations: HARS, Hamilton Anxiety Rating Scale; IQR, inter-quartile range; N (%), observed frequency (percent); PHQ-9, 9-item Patient Health Questionnaire; Maslach, Maslach Burnout Inventory – General Survey.
The Logistic Regression Model for Empathy. A Step-Wise Analysis Was Conducted, Based on the Akaike Information Criterion: For Models 1, 2, and 3, Only Variables That Remained in the Model are Shown. In Model 1, The Professional Support Was Statistically Significant, Almost Doubling the Odds of Empathy. In Model 3, The Effect of Professional Support Became Less Relevant for the Empathy and the Increase in Burnout-Depersonalization Accounted for the Loss of Empathy, with High Statistical Significance. Exp (B) is Equivalent to the Odds Ratio (OR), a Measure of Relationship’s Strength Between the Predictors and Binary Empathy8 Outcome
| Predictor | B ± Std. err | p-value | Exp (B) (95% CI) |
| GenderM | −0.892 ± 0.305 | 0.003** | 0.410 (0.225–0.745) |
| Marital status | −0.014 ± 0.142 | 0.919 | NA |
| Professional status | −0.051 ± 0.086 | 0.556 | NA |
| AIC0 = 387.75, 4 df; Nagelkerke R-square = 0.104 | |||
| Predictor | B ± Std. err | p-value | Exp (B) (95% CI) |
| GenderM | −0.887 ± 0.306 | 0.003** | 0.412 (0.226–0.751) |
| Professional support | 0.631 ± 0.288 | 0.028* | 1.88 (1.069–3.305) |
| AIC1 = 384.87, 5 df; (AIC1,AIC0), p=0.027*; Nagelkerke R-square = 0.122 | |||
| Predictor | B ± Std. err | p-value | Exp (B) (95% CI) |
| GenderM | −0.845 ± 0.309 | 0.006** | 0.43 (0.234–0.787) |
| Professional support | 0.5521 ± 0.292 | 0.058 | 1.737 (0.981–3.078) |
| Resilience Total | 0.022 ± 0.009 | 0.016* | 1.023 (1.004–1.041) |
| AIC2 = 380.39, 6 df; (AIC2,AIC1), p=0.011*; Nagelkerke R-square = 0.144 | |||
| Predictor | B ± Std. err | p-value | Exp (B) (95% CI) |
| GenderM | −0.817 ± 0.319 | 0.009** | 0.442 (0.237–0.826) |
| Professional support | 0.206 ± 0.32 | 0.582 | 1.228 (0.656–2.3) |
| Resilience Total | 0.015 ± 0.01 | 0.136 | 1.015 (0.995–1.034) |
| Maslach B depersonalization | −0.070 ± 0.023 | < 0.001** | 0.926 (0.885–0.969) |
| AIC3 = 368.4, 7 df, (AIC3,AIC2), p<0.001**; Nagelkerke R-square = 0.187 | |||
Notes: *Statistical significance, p < 0.05; **High statistical significance, p < 0.01.
Abbreviations: AIC, Akaike information criterion; CI, confidence interval; df, degrees of freedom; NA, not applicable.
Figure 1The triad-type relationship between perceived professional support, burnout-depersonalization, and empathy. The boxes are proportional to the inter-quartile range (IQR) with medians marked in-between, and the whiskers are proportional to 1.5*IQR (or trimmed to the minimum or maximum values). The bullets and stars are outliers and extreme values, respectively.
Figure 2Causal mediation model for the role of burnout-depersonalization on the association between the professional support and the empathy of healthcare professionals: two causal paths feed into the outcome variable (ie the empathy).
Direct and Causal Mediation Effects of Professional Support on the Empathy, with Burnout-Depersonalization as the Mediator. Bias Corrected and Accelerated (BCa) Method of Bootstrap Re-Sampling (1000 Samples) Was Applied to Determine the 95% Confidence Intervals
| Effect | Effect Estimate on Empathy (95% CI) | p-value |
|---|---|---|
| ACME (no Professional support) | 0.0801 (0.0304–0.15) | 0.002** |
| ACME (with Professional support) | 0.0396 (−0.0083–0.09) | 0.11 |
| ADE (no Professional support) | 0.0498 (−0.0646–0.17) | 0.37 |
| ADE (with Professional support) | 0.0093 (−0.0911–0.13) | 0.83 |
| Total Effect | 0.0894 (−0.0234–0.21) | 0.094 |
| ACME (average) | 0.0599 (0.0238–0.10) | < 0.001** |
| ADE (average) | 0.0295 (−0.0774–0.15) | 0.536 |
| Testing the interaction independent variable ↔ mediator | ||
| ACME(1) – ACME(0) | −0.0405 (−0.1158–0.0149) | 0.176 |
Note: **High statistical significance, p < 0.01.
Abbreviations: ACME, average causal mediation effects; ADE, average direct effects; CI, confidence interval.
Figure 3Direct and causal mediation effects of professional support on the empathy. Abbreviations: ACME, average causal mediation effects; ADE, average direct effects. Each estimate value is shown with bullets, with the 95% confidence intervals as horizontal lines. Intervals for the situation with no perceived professional support are shown in dotted lines. The no effect reference is shown as a vertical dotted line.