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Table 2 DIF detection and magnitude results by item and demographic variable – Emotional Exhaustion subscale

From: Examining the measurement equivalence of the Maslach Burnout Inventory across age, gender, and specialty groups in US physicians

  

Item-Level sDRF Estimate (95% CI) [absolute item-level sDRF estimate expressed in item SD units]a

Demographic Variable (Reference group)

Focal group

EE1 (emotionally drained)

EE2 (used up)

EE3 (fatigued)

EE5 (burned out)

EE6 (frustrated)

EE7 (working too hard)

EE4-EE8 (people a strain and/or too much stress)

EE9 (end of rope)

Gender (Male)

Female

−0.01 (− 0.06, 0.04) [< 0.01]¥

− 0.01 (− 0.04, 0.07) [< 0.01]¥

--

--

0.13 (0.07, 0.19) [0.07]§

0.20 (0.13, 0.27) [0.10]§

--

--

Age Category (≥ 65 years)

< 35 years

0.04 (− 0.09, 0.16) [0.02]¥

--

− 0.31 (− 0.44, − 0.18) [0.16]§

--

0.31 (0.18, 0.45) [0.17]§

0.18 (0.03, 0.34) [0.09]§

--

--

35–44 years

< 0.01 (− 0.08, 0.08) [< 0.01]¥

--

− 0.33 (− 0.42, − 0.23) [0.17]§

--

0.13 (0.03, 0.23) [0.07]§

0.03 (−0.08, 0.14) [0.02]¥

--

--

45–54 years

--

--

−0.13 (− 0.22, − 0.04) [0.07]§

--

0.11 (0.01, 0.20) [0.06]§

−0.16 (− 0.27, − 0.06) [0.08]§

--

0.16 (0.06, 0.26) [0.09]§

55–64 years

--

--

--

--

--

− 0.18 (− 0.28, 0.08) [0.09]§

--

--

Specialty (General Internal Medicine)

Anesthesiology

--

--

--

--

--

0.10 (− 0.10, 0.29) [0.05]¥

--

--

Emergency medicine

--

--

--

--

--

0.01 (− 0.16, 0.18) [< 0.01]¥

− 0.43 (− 0.60, − 0.24) [0.13]§

--

Family medicine

--

--

--

--

--

-- 

--

--

General pediatrics

--

--

--

--

0.33 (0.16, 0.50) [0.18]

0.26 (0.09, 0.45) [0.13]

--

--

General surgery

--

0.15 (0.01, 0.30) [0.08]

--

--

--

--

--

−0.25 (− 0.43, − 0.05) [0.13]

General surgery subspecialty

--

--

--

--

--

--

--

--

Internal medicine subspecialty

--

--

--

--

--

--

--

--

Neurology

--

--

--

--

--

--

--

--

Obstetrics and gynecology

--

--

--

--

--

--

--

--

Ophthalmology

--

--

--

--

--

--

--

--

Orthopedic surgery

--

--

--

--

--

--

--

--

Pediatric subspecialty

--

--

--

--

0.21 (0.05, 0.38) [0.11]§

--

--

--

Physical medicine and rehabilitation/preventive medicine/occupational medicine

--

--

--

--

0.15 (− 0.01, 0.30) [0.08]¥

--

--

--

Psychiatry

--

--

--

--

0.12 (− 0.03, 0.27) [0.06]¥

--

--

--

Radiology

--

--

--

--

--

0.08 (− 0.12, 0.30) [0.04]¥

--

--

  1. a “--” = no DIF detected.§ DIF significant (Benjamini-Hochberg adjusted p < 0.05) in both the Likelihood Ratio Test (LRT) and item-level signed Differential Response Functioning (sDRF) statistic detection method;¥ DIF significant (Benjamini-Hochberg adjusted p < 0.05) in the Likelihood Ratio Test (LRT) detection method only; DIF significant (Benjamini-Hochberg adjusted p < 0.05) in the item-level sDRF statistic detection method only. Mean (raw) item scores from the EE calibration sample (n = 6264) in Brady et al. [11] were: EE1 = 3.54 (1.75), EE2 = 3.83 (SD = 1.77), EE3 = 3.02 (SD = 1.93), EE5 = 2.84 (2.01), EE6 = 3.69 (SD = 1.85), EE7 = 3.66 (SD = 1.95), EE4EE8 = 3.48 (SD = 3.20), EE9 = 1.67 (SD = 1.88)