Linear mixed models with estimated marginal means of each item of effort scale and of reward scale in 2010, 2016 and 2019
General practitioners Estimated Marginal Means (95% C) | Doctors in hospital Estimated Marginal Means (95% C) | Specialists in private practice Estimated marginal means (95% C) | Doctors in academia Estimated Marginal Means (95% C) | |||||||||
2010 | 2016 | 2019 | 2010 | 2016 | 2019 | 2010 | 2016 | 2019 | 2010 | 2016 | 2019 | |
Effort scale | ||||||||||||
ERI 1: I Have Constant Time Pressure Due to a Heavy Workload | 3.29 (A, C)
(3.15 to 3.43) | 3.58 (A) (3.45 to 3.71) | 3.76 (C) (3.62 to 3.89) | 3.34 (3.25 to 3.43) | 3.27■ (3.19 to 3.34) | 3.33▲ 3.26 to 3.41) | 2.99* (2.72 to 3.25) | 3.04■ (2.77 to 3.31) | 3.12 (2.84 to 3.39) | 2.91* (2.66 to 3.17) | 2.97■ (2.71 to 3.23) | 2.80▲ (2.56 to 3.04) |
ERI 2: I have a lot of responsibility in my job | 3.04 (A, C)
(2.92 to 3.17) | 3.32 (A)
(3.21 to 3.43) | 3.47 (C) (3.35 to 3.58) | 3.03 (2.96 to 3.11) | 3.09■ (3.03 to 3.16) | 3.08▲ (3.02 to 3.15) | 2.97 (2.75 to 3.20) | 3.01■ (2.78 to 3.25) | 2.90▲ (2.66 to 3.14) | 2.60* (2.37 to 2.82) | 2.57■ (2.34 to 2.80) | 2.61▲ (2.40 to 2.82) |
ERI 3: i have many interruptions and disturbances in my job | 2.83 (2.69 to 2.98) | 2.87 (2.74 to 3.01) | 3.06 (2.92 to 3.20) | 3.34* (3.24 to 3.43) | 3.23■ (3.15 to 3.31) | 3.29 (3.21 to 3.36) | 2.19* (1.92 to 2.47) | 2.06■ (1.78 to 2.34) | 1.95▲ (1.67 to 2.24) | 2.54 (2.28 to 2.80) | 2.41■ (2.14 to 2.68) | 2.50▲ (2.25 to 2.75) |
ERI 4: Over the past few years, my job has become more and more demanding | 2.64 (A, C) (2.48 to 2.80) | 3.20 (A, B) (3.05 to 3.35) | 3.72 (B, C) (3.56 to 3.87) | 2.82 (2.72 to 2.92) | 2.84■ (2.75 to 2.92) | 2.88▲ (2.79 to 2.96) | 2.17* (1.86 to 2.47) | 2.34■ (2.03 to 2.66) | 2.42▲ (2.11 to 2.74) | 2.5 (2.20 to 2.80) | 2.08■ (1.77 to 2.38) | 2.19▲ (1.90 to 2.47) |
Reward scale | ||||||||||||
ERI 5: The prospects of my further job development are poor | 4.14 (C) (4.00 to 4.28) | 4.10 (3.97 to 4.22) | 3.81 (C)
(3.68 to 3.94) | 4.28 (4.19 to 4.37) | 4.12 (4.05 to 4.20) | 4.13▲ (4.06 to 4.20) | 4.32 (4.06 to 4.57) | 4.38 (4.12 to 4.65) | 4.18▲ (3.91 to 4.45) | 4.41 (4.16 to 4.66) | 4.26 (4.00 to 4.51) | 4.31▲ (4.07 to 4.54) |
ERI 6: I have experienced or i expect to experience an undesirable change in my work situation | 3.92 (A, C)
(3.74 to 4.09) | 3.54 (A, B)
(3.38 to 3.70) | 3.02 (B, C)
(2.86 to 3.19) | 3.50* (3.38 to 3.61) | 3.38 (3.29 to 3.48) | 3.48▲ (3.38 to 3.57) | 4.12 (3.80 to 4.47) | 4.19■ (3.84 to 4.54) | 4.23▲ (3.88 to 4.58) | 3.75 (3.42 to 4.07) | 3.87 (3.53 to 4.20) | 3.93▲ (3.62 to 4.24) |
ERI 7: My job security is poor | 4.65 (C)
(4.50 to 4.80) | 4.47 (B)
(4.33 to 4.61) | 4.07 (B, C)
(3.92 to 4.21) | 4.29* (4.19 to 4.39) | 4.23■ (4.15 to 4.32) | 4.40▲ (4.32 to 4.49) | 4.26 (3.98 to 4.55) | 4.37 (4.07 to 4.67) | 4.31 (4.01 to 4.61) | 4.27* (3.99 to 4.55) | 4.2 (3.91 to 4.48) | 4.23 (3.96 to 4.50) |
ERI 8: Considering all my efforts and achievements, i receive the respect and prestige i deserve for my work | 4.54 (A, C)
(4.41 to 4.67) | 4.22 (A)
(4.10 to 4.35) | 3.99 (C)
(3.86 to 4.12) | 4.37* (4.29 to 4.46) | 4.26 (4.19 to 4.33) | 4.27▲ (4.20 to 4.34) | 4.67 (4.42 to 4.92) | 4.38 (4.12 to 4.64) | 4.55▲ (4.29 to 4.81) | 4.51 (4.27 to 4.75) | 4.42 (4.17 to 4.67) | 4.47▲ (4.24 to 4.70) |
ERI 9: Considering all my efforts and achievements, my income is adequate | 4.17 (C)
(4.02 to 4.31) | 3.91 (B)
(3.77 to 4.05) | 3.51 (B, C)
(3.37 to 3.66) | 4.04 (3.94 to 4.13) | 3.92 (3.83 to 4.00) | 3.91▲ (3.83 to 3.99) | 4.31 (4.03 to 4.59) | 4.32■ (4.03 to 4.61) | 4.27▲ (3.97 to 4.56) | 3.52* (3.25 to 3.79) | 3.79 (3.51 to 4.07) | 3.73 (3.47 to 3.99) |
High values indicate high effort/reward, ranged from 1 to 5.
Statistically significant changes in estimated marginal means of each item within job position in bold writing: (A) from 2010 to 2016; (B) from 2016 to 2019 and (C) from 2010 to 2019.
Statistically significant differences in estimated marginal means of each item across job positions with GPs as reference are marked with (*) in 2010, with (■) in 2016 and with (▲) in 2019.
ERI, Effort–Reward Imbalance; GPs, general practitioners .