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Table 3 Odds ratios of characteristics associated with frequent vs. infrequent referrals to diabetes specialists in France

From: Referral reasons of type 2 diabetes patients from general practitioners to diabetes specialists: a cross-sectional observational study

 

OR (95% CI)

P-value

Sex (men, reference: women)

0.71 (0.37 to 1.36)

0.31

Age (per year)

1.04 (1.01 to 1.07)

0.005

Location of practice

  

Urban location (reference: rural location)

1.70 (0.94 to 3.10)

0.08

Diabetes care network membership

2.81 (1.15 to 6.88)

0.02

Reasons for referral (not mutually exclusive)

  

Diabetes imbalance

1.58 (0.73 to 3.68)

0.26

To start insulin therapy

2.73 (1.44 to 5.34)

0.003

To consolidate communication about therapeutics and compliance

2.34 (1.18 to 4.67)

0.01

Benefits expected from referral (not mutually exclusive)

  

To obtain advice before using new medication, such as SGLT-2 inhibitors (Gliflozins)

2.08 (1.11 to 3.98)

0.02

To enable close monitoring by a multidisciplinary team (e.g. registered nurse, psychologist, dietician)

1.50 (0.80 to 2.79)

0.20

Ease of access to a diabetes specialist for the patient (score with range 0–10, OR per additional point)

1.08 (0.95 to 1.23)

0.25

Satisfaction with diabetologists’ response to referral (score with range 0–10, OR per additional point)

1.00 (0.84 to 1.19)

0.96

Barriers to referral (not mutually exclusive)

  

Patient refusal

1.85 (1.03 to 3.38)

0.04

Doubt about the added value of diabetes specialist management

0.25 (0.08 to 0.66)

0.01

  1. Table legend: Adjusted odds ratios from multivariable analysis of characteristics and reasons associated with frequent vs. infrequent referrals by General Practitioners to diabetes specialists in France: 235 GPs in 2023. Referral was considered frequent if GPs referred more than one in 10 diabetic patients per year
  2. OR: Odds Ratio. CI: Confidence Interval. Model Performance: Area Under the Curve (AUC): 0.778 (Nagelkerke Pseudo-R2: 0.28)