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. 2022 Aug 9;13:923940. doi: 10.3389/fpsyg.2022.923940

Table 2.

OLS regression results (models 1 and 2) of flourishing onto the frequency of aesthetic experiences in scientific work.

M1
Flourishing
M2
Flourishing
B (95% CI) B (95% CI)
Frequency of aesthetic experiences in scientific worka 0.25*** (0.18–0.31) 0.16*** (0.10–0.21)
Negative workplace and life circumstances
Burnout: emotional exhaustion domaina −2.12*** (−2.82 to −1.42)
Job/publication pressurea −0.42 (−1.16 to 0.32)
Mistreatment in the scientist’s career −1.72** (−2.90 to −0.55)
Having been infected by COVID-19 during the pandemic −1.11 (−2.95 to 0.72)
Someone close passed away or became seriously ill during the pandemic −0.04 (−1.30 to 1.23)
Other personal stressful life events during the last 12 months −1.69*** (−2.59 to −0.79)
Serious psychological distress (K6 cut-off scoring) −7.78*** (−8.54 to −7.03)
Chronic health condition −1.63* (−3.11 to −0.15)
Demographic and socioeconomic controls
Country: United Kingdom (ref. United States) −1.28* (−2.44 to −0.11) −0.66+ (−1.44 to 0.12)
Country: India (ref. United States) −2.42*** (−3.45 to −1.40) −2.18*** (−3.09 to −1.26)
Country: Italy (ref. United States) 1.75*** (0.99–2.52) 2.03*** (1.29–2.77)
Discipline: Biology (ref. physics) −0.89 (−2.18 to 0.39) −0.03 (−0.82 to 0.76)
Discipline: Other (ref. physics) −2.46+ (−5.09 to 0.18) −1.15 (−3.17 to 0.87)
Position/status: postdoc (ref. postgraduate student) 1.56** (0.45–2.67) 1.06** (0.27–1.86)
Position/status: research scientist (ref. postgraduate student) 2.56** (0.80–4.32) 1.24 (−0.85 to 3.33)
Position/status: junior faculty (ref. postgraduate student) 2.91 (−0.76 to 6.58) 2.00 (−1.21 to 5.20)
Position/status: mid-level faculty (ref. postgraduate student) 4.53** (1.75–7.30) 3.12* (0.70–5.54)
Position/status: senior faculty (ref. postgraduate student) 4.30* (0.56–8.05) 2.71+ (−0.38 to 5.81)
Gender: women scientist (ref. men scientist) −1.05+ (−2.15 to 0.05) 0.32 (−0.83 to 1.46)
Agea 0.11* (0.00–0.22) 0.06 (−0.04 to 0.16)
Number of childrena 0.11 (−0.74 to 0.96) −0.20 (−0.86 to 0.45)
Survey wave: August–October 2021 (ref. May–June 2021) −0.01 (−1.43 to 1.41) 0.29 (−0.81 to 1.38)
Observations 3,061 3,061
R-squared 0.17 0.42

Work and Well-Being in Science: An International Study (2021). B, unstandardized regression coefficients; CI, confidence interval. The statistics are fully survey-weighted. OLS regression of human flourishing as measured through the Flourishing Index.

a

Treated as continuous; otherwise, the variables are categorical or binary.

***p < 0.001, **p < 0.01, *p < 0.05, +p < 0.1.