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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. 0ā€“4)

ā€ƒ5ā€“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)**

ā€ƒ15ā€“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)**

ā€ƒ30ā€“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)**

ā€ƒ45ā€“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)**

ā€ƒ60ā€“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)**

ā€ƒ70ā€“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)**

ā€ƒ80+

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)

ā€ƒOutpatient 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)**

ā€ƒTransferred

3.39 (2.92, 3.93)**

0.71 (0.16, 3.14)

1.36 (1.00, 1.85)*

5.46 (4.63, 6.44)**

ā€ƒOther 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)

ā€ƒCritical

3.20 (3.03, 3.37)**

4.03 (2.87, 5.68)**

3.26 (3.04, 3.50)**

2.96 (2.74, 3.19)**

ā€ƒUrgent

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)

ā€ƒ1

1.18 (1.14, 1.22)**

0.98 (0.80, 1.20)

1.12 (1.07, 1.18)**

1.25 (1.19, 1.32)**

ā€ƒ2ā€“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)**

ā€ƒ5ā€“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)

ā€ƒā‰„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)

ā€ƒInfectious/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)**

ā€ƒNervous/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)**

ā€ƒNeoplasms/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)**

ā€ƒMental/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)

ā€ƒURBMI/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)**

ā€ƒCommercial 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)

ā€ƒNo 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)**

ā€ƒOther 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)**

ā€ƒOther

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)

ā€ƒSecondary

3.55 (2.63, 4.79)**

ā€“

ā€“

ā€“

ā€ƒTertiary

2.45 (1.67, 3.59)**

ā€“

ā€“

ā€“

Hospital ownership (vs. public)

ā€“

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)

ā€ƒā€ƒZone 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)

ā€ƒā€ƒZone 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. <ā€‰0.004)

ā€ƒā€ƒ[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)

ā€ƒā€ƒ[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)

ā€ƒā€ƒā‰§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 effectā€ 

ā€ƒā€ƒLevel 3 region (Ļƒ2v0)ā€”

0.06 (0.05)

ā€“

ā€“

ā€“

ā€ƒā€ƒLevel 2 hospital (Ļƒ2u0)

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. * Pā€‰<ā€‰0.01, ** Pā€‰<ā€‰0.001
  3. ā€  Estimate and SE
  4. ā€” Model A is a three-level model while Models B1ā€“3 are all two-level models without random effect at level 3