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Table 5 Factors associated with inter-facility patient transfer: results of the multi-level logistic regression analyses

From: Factors associated with the inter-facility transfer of inpatients in Sichuan province, China

Variables

Model A (All hospitals)

Model B1 (primary/unrated hospitals)

Model B2 (secondary hospitals)

Model B3 (tertiary hospitals)

Fixed effects

Individual level

Age (years)(vs. 0–4)

 5–14

1.48 (1.37, 1.60)**

0.77 (0.29, 2.02)

1.13 (1.02, 1.26)

2.10 (1.86, 2.38)**

 15–29

2.06 (1.93, 2.19)**

1.44 (0.69, 2.97)

1.49 (1.37, 1.63)**

3.15 (2.85, 3.48)**

 30–44

2.22 (2.10, 2.36)**

1.19 (0.58, 2.40)

1.57 (1.45, 1.70)**

3.52 (3.21, 3.85)**

 45–59

2.41 (2.28, 2.54)**

1.17 (0.58, 2.33)

1.77 (1.65, 1.90)**

3.69 (3.39, 4.01)**

 60–69

2.26 (2.14, 2.40)**

1.12 (0.56, 2.24)

1.64 (1.52, 1.76)**

3.53 (3.24, 3.85)**

 70–79

2.04 (1.92, 2.16)**

1.21 (0.60, 2.43)

1.50 (1.39, 1.62)**

3.08 (2.82, 3.37)**

 80+

1.63 (1.52, 1.75)**

1.47 (0.72, 2.99)

1.17 (1.07, 1.29)**

2.40 (2.15, 2.67)**

Female (vs. male)

0.85 (0.83, 0.87)**

0.79 (0.68, 0.91)*

0.82 (0.79, 0.86)**

0.88 (0.85, 0.91)**

Minority (vs. Han ethnicity)

1.03 (0.95, 1.12)

0.99 (0.47, 2.07)

0.94 (0.83, 1.07)

1.10 (0.99, 1.22)

Admission type (vs. Emergency department)

 Outpatient clinic

0.82 (0.79, 0.86)**

0.93 (0.74, 1.17)

0.81 (0.77, 0.85)**

0.83 (0.78, 0.88)**

 Transferred

3.39 (2.92, 3.93)**

0.71 (0.16, 3.14)

1.36 (1.00, 1.85)*

5.46 (4.63, 6.44)**

 Other type or missing

0.94 (0.85, 1.05)

0.37 (0.19, 0.72)*

0.98 (0.85, 1.12)

0.98 (0.84, 1.14)

Condition at admission (vs. non-severe)

 Critical

3.20 (3.03, 3.37)**

4.03 (2.87, 5.68)**

3.26 (3.04, 3.50)**

2.96 (2.74, 3.19)**

 Urgent

1.67 (1.61, 1.74)**

1.27 (1.05, 1.54)

1.55 (1.48, 1.64)**

1.82 (1.71, 1.93)**

CCI (score) (vs. 0)

 1

1.18 (1.14, 1.22)**

0.98 (0.80, 1.20)

1.12 (1.07, 1.18)**

1.25 (1.19, 1.32)**

 2–4

1.34 (1.29, 1.40)**

1.17 (0.91, 1.50)

1.23 (1.15, 1.30)**

1.45 (1.37, 1.53)**

 5–7

1.18 (1.05, 1.32)*

1.72 (0.88, 3.36)

1.52 (1.24, 1.86)**

1.05 (0.91, 1.22)

 ≥8

1.01 (0.54, 1.88)

1.23 (0.13, 11.2)

2.01 (0.85, 4.70)

0.57 (0.21, 1.56)

Surgical operations (vs. Yes)

1.58 (1.52, 1.64)**

2.38 (1.69, 3.35)**

2.11 (1.97, 2.25)**

1.39 (1.33, 1.46)**

Diagnosis (vs. Not elsewhere classified)

 Infectious/Blood/Endocrine

0.51 (0.47, 0.55)**

0.45 (0.28, 0.73)*

0.43 (0.39, 0.48)**

0.61 (0.55, 0.68)**

 Nervous/Perinatal/Circularly/Fatal accident

0.41 (0.38, 0.44)**

0.37 (0.24, 0.56)**

0.40 (0.36, 0.43)**

0.43 (0.39, 0.48)**

 Neoplasms/Respiratory/Digestive/Congenital/Injury/services

0.35 (0.32, 0.37)**

0.31 (0.21, 0.47)**

0.31 (0.29, 0.34)**

0.38 (0.35, 0.42)**

 Mental/Eye/Ear/Skin/Muscle/Genitourinary/Pregnancy

0.24 (0.22, 0.26)**

0.21 (0.13, 0.32)**

0.23 (0.21, 0.26)**

0.25 (0.23, 0.28)**

Medical insurance (vs. UEBMI)

 URBMI/NRCMS

1.12 (1.07, 1.16)**

0.98 (0.80, 1.20)

1.10 (1.04, 1.17)**

1.17 (1.11, 1.24)**

 Commercial insurance

0.91 (0.82, 1.02)

1.41 (0.45, 4.37)

0.95 (0.82, 1.10)

0.85 (0.72, 1.01)

 No insurance payment

1.13 (1.07, 1.20)**

1.28 (0.93, 1.75)

1.09 (1.00, 1.19)

1.22 (1.13, 1.31)**

 Other social insurance

0.78 (0.72, 0.84)**

0.70 (0.37, 1.33)

1.55 (1.26, 1.90)**

0.75 (0.69, 0.81)**

 Other

0.96 (0.90, 1.02)

0.91 (0.66, 1.25)

0.96 (0.87, 1.06)

1.03 (0.95, 1.11)

Hospital level

Accredited level (vs. primary/unrated)

 Secondary

3.55 (2.63, 4.79)**

 Tertiary

2.45 (1.67, 3.59)**

Hospital ownership (vs. public)

0.57 (0.27, 1.17)

0.74 (0.48, 1.14)

0.96 (0.05, 15.5)

Region level

Economic zone (vs. zone one)

  Zone two

0.80 (0.47, 1.35)

0.45 (0.26, 0.77)*

1.27 (0.80, 2.02)

1.20 (0.54, 2.66)

  Zone three

1.33 (0.61, 2.92)

0.43 (0.08, 2.28)

2.45 (1.24, 4.87)*

0.49 (0.07, 3.44)

Hospital density (number/km2)(vs. < 0.004)

  [0.004, 0.006)

0.69 (0.38, 1.25)

0.38 (0.06, 2.10)

0.70 (0.41, 1.21)

0.27 (0.01, 4.60)

  [0.006, 0.009)

0.64 (0.34, 1.18)

0.39 (0.07, 2.07)

0.71 (0.38, 1.30)

0.26 (0.02, 3.27)

  0.009

0.47 (0.25, 0.89)

0.30 (0.06, 1.55)

0.57 (0.30, 1.09)

0.15 (0.01, 2.26)

Random effect†

  Level 3 region (σ2v0)‡

0.06 (0.05)

  Level 2 hospital (σ2u0)

1.72 (0.13)**

2.31 (0.33)**

1.20 (0.137)**

1.88 (0.32)**

  1. Notes - Presented by OR (odds ratio) and its 95% CI (confidence intervals); Each diagnosis group was presented with only one word, while complete terms were presented in the supplementary data (see Additional file 1). UEBMI Urban Employee Basic Medical Insurance, URBMI Urban Resident Basic Medical Insurance, NRCMS New Rural Cooperative Medical Scheme
  2. * P < 0.01, ** P < 0.001
  3. † Estimate and SE
  4. ‡ Model A is a three-level model while Models B1–3 are all two-level models without random effect at level 3