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Table 3 Results of a negative binomial regression of clinical and demographic risk factors for the number of ED presentations in a prospective cohort study in western Sydney, Australia (over 24 months)

From: Demographic and clinical predictors of unplanned hospital utilisation among chronically ill patients: a prospective cohort study

  

Number of emergency department presentations

 Risk factor

Reference vs. comparison

Univariate rate ratio (95% CI)

Univariate p-value

Multivariate rate ratio (95% CI)

Multivariate p-value*

Age

Per 10 years

0.82 (0.73-0.91)

0.0002

0.96 (0.86-1.07)

0.475

Sex

Male vs. Female

0.96 (0.74-1.25)

0.781

1.31 (1.02-1.66)

0.0329

Marital Status

Married vs. Divorced

2.82 (1.98-4.02)

<0.0001

1.55 (1.12-2.16)

0.0179

 

Married vs. Single/Widow

1.04 (0.79-1.38)

 

1.00 (0.77-1.30)

 

Home Language

English vs. Other

0.96 (0.57-1.64)

0.891

  

English Literacy

No vs. Yes

1.28 (0.95-1.70)

0.106

  

Carer Status

No Carer vs. Visiting Carer

1.74 (1.23-2.45)

0.0040

1.28 (0.92-1.76)

<0.0001

 

No Carer vs. Live-In

1.62 (1.18-2.23)

 

1.88 (1.41-2.51)

 

Social Isolation

No vs. Yes

1.06 (0.79-1.43)

0.677

  

Source of Transport

Own Car vs. Carer

1.10 (0.82-1.47)

0.0105

  
 

Own Car vs. Public

1.72 (1.19-2.48)

   

Employment Status

Retired vs. Work/Study

1.87 (1.33-2.62)

0.0002

  

Education Level

Primary vs. Secondary

0.84 (0.63-1.13)

0.360

  
 

Primary vs. Tertiary

0.72 (0.38-1.34)

   

Body Mass Index

Normal vs. Underweight

1.27 (0.65-2.48)

0.420

  
 

Normal vs. Overweight

1.18 (0.81-1.72)

   
 

Normal vs. Obese

1.40 (0.99-1.98)

   

Smoking Status

Never vs. Former

1.34 (1.01-1.78)

0.0423

  
 

Never vs. Current

1.74 (1.04-2.92)

   

Alcohol Consumption

No vs. Yes

1.41 (1.05-1.89)

0.0197

  

Falls History

No vs. Yes

1.01 (0.77-1.34)

0.917

  

Visual Impairment

No vs. Yes

1.07 (0.80-1.42)

0.643

  

Hearing Impairment

No vs. Yes

0.69 (0.53-0.90)

0.0064

  

Comorbidity

Heart Disease No vs. Yes

0.97 (0.73-1.30)

0.838

  
 

Respiratory No vs. Yes

1.07 (0.83-1.39)

0.614

  
 

Diabetes No vs. Yes

1.62 (1.24-2.12)

0.0003

  
 

Current Cancer No vs. Yes

1.13 (0.67-1.90)

0.638

  
 

Dementia No vs. Yes

1.04 (0.20-5.32)

0.962

  
 

Musculoskeletal No vs. Yes

0.57 (0.44-0.74)

<0.0001

0.71 (0.56-0.90)

0.0046

Prior ED Presentations

Per Presentation

1.07 (1.04-1.11)

<0.0001

1.06 (1.03-1.08)

<0.0001

Prior Admissions

Per Admission

1.11 (1.07-1.15)

<0.0001

  
  1. *All multivariate models are also adjusted for treatment group.