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Journal of Clinical and
            Basic Psychosomatics                                   Emotional exhaustion and work–family conflict in physicians




            Table 3. Relationship between EE and WFC in different models
             Variable       Crude model (β, 95% CI, P)  Minimally adjusted model (β, 95% CI, P)  Full adjusted model (β, 95% CI, P)
            WFC              0.76, 0.71 – 0.81, <0.001    0.75, 0.70 – 0.80, <0.001      0.72, 0.67 – 0.77, <0.001
            WFC (quartile)
             Q1 (≤13)               Ref                          Ref                            Ref
             Q2 (14 – 16)    2.72, 2.02 –3.41, <0.001     2.69, 1.99 – 3.39, <0.001      2.61, 1.89 – 3.32, <0.001
             Q3 (17 – 20)    5.25, 4.58 – 5.93, <0.001    5.26, 4.58 – 5.94, <0.001      4.96, 4.27 – 5.66, <0.001
             Q4 (≥21)        9.50, 8.82 – 10.19, <0.001   9.40, 8.71 – 10.09, <0.001     8.90, 8.18 – 9.63, <0.001
            P for trend            <0.001                       <0.001                         <0.001
            Notes: Crude model is not adjusted for covariants. Minimally adjusted model is adjusted for age and sex. Fully adjusted model is adjusted sex, age,
            marital status, education, hospital grade, categories of hospitals, department, work experience, and title.
            Abbreviations: CI: Confidence interval; Ref: Reference; EE: Emotional exhaustion; WFC: Work–family conflict; and FWC: Family–work conflict.


            Table 4. The results of the two‑piecewise linear regression   long working hours, high working requirements, intense
            model                                              work dedication, irregular work and rest schedules, and
                                                               sleep deprivation [33,34] . In addition, inadequate staffing and
             Inflection point of WFC  Effect size (β)  95% CI  P‑value  training, lack of necessary skills and experience, doctor-
            <8.0                  −0.61   −1.17 – −0.05  0.034  patient contradiction, and other factors also contribute to
            ≥8.0                  0.79     0.74 to 0.85  <0.001  physician EE [35,36] .
            Abbreviations: WFC: Work–family conflict; CI: Confidence interval.
                                                                 However, this study also revealed a negative correlation
                                                               between WFC and EE when WFC was <8.0. It is possible
                                                               that certain factors related to work, such as personal
                                                               accomplishment,  income,  and  identity,  can  improve
                                                               the well-being of employees and help reduce the degree
                                                               of job burnout [19,20] . For instance, a meta-analysis on
                                                               work–family enrichment revealed a favorable correlation
                                                               between work-to-family enrichment and various positive
                                                               outcomes, including good physical and mental health,
                                                               emotional commitment, job satisfaction, and family
                                                               satisfaction . In addition, work values such as hard work
                                                                        [37]
                                                               (frugality and stability), collectivism (priority of group
                                                               goals over personal interests), “guanxi” (a transliteration
                                                               of the Mandarin term for relationship [relationship
                                                               orientation,  respect for  social  order, and protection
                                                               of others’ reputation]), and endurance (patience and
                                                               persistence) help form a sense of dedication, proactivity,
            Figure  1. The relationship between emotional exhaustion and work–
            family conflict. A  non-linear relationship between them was detected   and responsibility within individuals, along with a
                                                                                                           [38]
            after adjusting for sex, age, marital status, education, hospital grade,   strong commitment and loyalty to the organization .
            categories of hospitals, department, work experience, and title.  Employees with these strong Chinese work values may
                                                               possess greater psychological resources to cope with the
            relationship  was  observed  when  WFC  was  higher  than   negative impacts of work stress in face of the rising job
            8.0. The previous investigations conducted in various   pressure, thereby mitigating the adverse effects of work
            developed nations have yielded substantial evidence   stress [39,40] .
            indicating  a  significant  impact  of  WFC  on  the  level  of   In the present study, subgroup analysis was conducted
            burnout experienced [29,30] . Similarly, research conducted   by employing sex, age, marital status, education, hospital
            in China has also revealed adverse consequences of   grade, categories of hospital, department, work experience,
            pronounced WFC on job burnout [31,32] . There could be   and title as stratification variables. The analysis revealed
            a number of reasons for this, including the demanding   that WFC and EE were positively correlated with each
            nature of physicians’ work in China, where the physicians   other at all levels of stratification, suggesting that the
            often encounter challenges such as excessive workload,   positive relationship between WFC and EE is stable. When


            Volume 1 Issue 1 (2023)                         6                        https://doi.org/10.36922/jcbp.1013
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