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Table 3 Risk factors for diabetes-related loneliness

From: Prevalence and risk factors for loneliness among individuals with diabetes: a systematic review and meta-analysis

Risk factors

No. of studies

Statistical data

Heterogeneity

OR

95% CI

p value

I2

Q value

p value

Demographic variables

       

Age (year)

[5, 17, 20, 28, 40]

5

1.007

0.984–1.031

0.546

72.592

14.594

0.723

Sex (Ref. Male)

[5, 17, 20, 28, 40]

5

1.198

0.618–2.324

0.593

93.253

59.282

 < 0.001

Ethnicity (Ref. Non-White)

[28]

1

1.410

1.130–1.740

0.002

   

Marital status (Ref. Married)

[17, 20]

2

1.407

0.867–2.281

0.167

48.124

1.928

0.165

Employment status (Ref. Working)

[17, 40]

2

1.389

0.977–2.415

0.244

62.742

2.684

0.101

Educational level (Ref. College and above)

[17, 40]

2

1.620

1.136–2.309

0.008

0

0.991

0.320

Economic status of the family (Ref. High income)

 Middle income

 [5, 17]

 Low income

 [5, 17]

2

2

1.868

3.212

1.194–2.921

1.365–7.557

0.006

0.008

0

32.941

0.749

1.491

0.387

0.222

Health-related variables

       

Multimorbidity (number of morbidities)

[28]

1

1.090

0.970–1.230

0.140

   

BMI (Ref. < 30 kg m−2)

[28]

1

1.200

0.980–1.480

0.080

   

Diabetes duration (year)

[17]

1

1.270

1.050–1.550

0.016

   

HbA1c (%)

[5]

1

1.015

0.914–1.127

0.779

   

Cognitive function (MMSE score)

[40]

1

2.586

1.751–3.781

 < 0.001

   

Social variables

       

Living alone (Ref. Yes)

[5, 40]

2

3.359

1.208–9.342

0.020

83.661

6.120

0.013

Previous experience of loneliness (Ref. None)

[28]

1

7.430

5.750–9.610

 < 0.001

   

Social isolation (Social isolation index)

[5]

1

0.947

0.719–1.259

0.707

   

Psychological variable

       

Depression (Depression score)

[5, 40]

2

1.223

1.173–1.274

 < 0.001

0

9.466

 < 0.001

  1. BMI Body Mass Index, HbA1c Glycosylated Hemoglobin, MMSE Mini-Mental State Examination, OR Odds Ratio, Ref Reference Group