Table 2.
Heterogeneity of study design | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|
Risk factor | Combination studies | Case/controls | OR/MD [95% CI] | Z | p | χ2 | p | I2(%) | Analysis model | Egger's test (p) |
Prior hospitalization | 3 | 131/157 | 1.85 [1.12–3.07] | 2.38 | 0.02* | 0.00 | 1.00 | 0 | Fixed | 0.374 |
LOS | 10 | 592/1,402 | 12.92 [6.84–19.00]a | 4.16 | 0.000* | 36.90 | 0.000 | 76 | Random | 0.356 |
Admission to ICU | 8 | 466/1,215 | 2.48 [1.90–3.23] | 6.69 | 0.000* | 14.04 | 0.05 | 50 | Fixed | 0.219 |
Days of ICU stay | 4 | 193/455 | 4.58 [3.67–5.49]a | 9.87 | 0.000* | 3.62 | 0.31 | 17 | Fixed | 0.214 |
APACHE II score on ICU admission | 4 | 208/170 | 0.25 [−0.98–1.47]a | 0.40 | 0.69 | 2.61 | 0.460 | 0 | Fixed | 0.870 |
Comorbidity | ||||||||||
DM | 10 | 473/1,597 | 1.31 [0.97–1.78] | 1.78 | 0.08 | 9.21 | 0.42 | 2 | Fixed | 0.441 |
Malignancy | 5 | 347/819 | 0.72 [0.47–1.11] | 1.48 | 0.14 | 1.48 | 0.83 | 0 | Fixed | 0.208 |
Heart disorders | 4 | 234/251 | 1.28 [0.85–1.92] | 1.20 | 0.23 | 3.71 | 0.29 | 19 | Fixed | 0.894 |
Transplant recipient | 5 | 348/1,909 | 2.01 [1.03–3.92] | 2.04 | 0.04* | 11.27 | 0.02 | 65 | Random | 0.993 |
Renal failure | 3 | 165/169 | 1.68 [0.83–3.41] | 1.43 | 0.15 | 1.72 | 0.42 | 0 | Fixed | 0.314 |
Steroid use | 5 | 328/877 | 1.43 [1.04–1.96] | 2.23 | 0.03* | 2.13 | 0.71 | 0 | Fixed | 0.486 |
Respiratory disease | 3 | 129/130 | 1.38 [0.72–2.66] | 0.98 | 0.33 | 0.63 | 0.73 | 0 | Fixed | 0.844 |
Liver disease | 3 | 225/170 | 1.45 [0.86–2.44] | 1.39 | 0.17 | 0.95 | 0.62 | 0 | Fixed | 0.890 |
Neurological disorders | 3 | 190/136 | 1.43 [0.87–2.35] | 1.40 | 0.16 | 0.33 | 0.85 | 0 | Fixed | 0.554 |
Charlson comorbidity index | 3 | 252/742 | −0.89 [−2.31–0.53]a | 1.23 | 0.22 | 41.18 | 0.000 | 95 | Random | 0.290 |
Invasive procedures | ||||||||||
CVC use | 8 | 538/1,039 | 2.30 [1.26–4.19] | 2.71 | 0.007* | 28.23 | 0.000 | 79 | Random | 0.344 |
MV | 9 | 577/1,117 | 2.54 [1.67–3.85] | 4.37 | 0.000* | 20.15 | 0.010 | 60 | Random | 0.739 |
Prior surgery | 7 | 456/953 | 1.45 [0.89–2.36] | 1.47 | 0.14 | 17.37 | 0.008 | 65 | Random | 0.195 |
Urinary catheter | 7 | 388/986 | 1.60 [0.86–2.98] | 1.50 | 1.13 | 28.71 | 0.000 | 79 | Random | 0.305 |
Tracheostomy | 5 | 243/385 | 3.63 [1.47–9.00] | 2.79 | 0.005* | 13.73 | 0.008 | 71 | Random | 0.036 |
Parenteral nutrition | 3 | 275/712 | 2.38 [1.68–3.36] | 4.90 | 0.000* | 2.27 | 0.320 | 12 | Fixed | 0.852 |
Previous antibiotic use | 10 | 569/1,295 | 3.31 [1.68–6.49] | 3.47 | 0.000* | 32.25 | 0.000 | 72 | Random | 0.094 |
Antibiotic | ||||||||||
Carbapenems | 12 | 690/1,437 | 4.01 [2.59–6.21] | 6.23 | 0.000* | 29.93 | 0.002 | 63 | Random | 0.142 |
β-lactam and/or β-lactamase inhibitor | 4 | 320/775 | 3.56 [0.85–14.87] | 1.74 | 0.08 | 51.82 | 0.000 | 94 | Random | 0.509 |
Cephalosporins | 8 | 533/1,037 | 1.64 [0.90–2.98] | 1.63 | 0.10 | 27.69 | 0.000 | 75 | Random | 0.734 |
Aminolycosides | 8 | 533/1,037 | 2.05 [1.43–2.94] | 3.91 | 0.000* | 8.75 | 0.27 | 20 | Fixed | 0.366 |
Glycopeptides | 3 | 226/694 | 2.40 [1.09–5.27] | 2.18 | 0.03* | 6.41 | 0.04 | 69 | Random | 0.326 |
Quinolones | 10 | 601/1,302 | 2.28 [1.40–3.70] | 3.32 | 0.000* | 26.66 | 0.002 | 66 | Random | 0.101 |
Metronidazole | 3 | 184/244 | 0.68 [0.14–3.29] | 0.48 | 0.63 | 11.43 | 0.003 | 82 | Random | 0.890 |
Anti-pseudomonal penicillins | 5 | 263/319 | 2.67 [1.78–4.01] | 4.73 | 0.000* | 2.01 | 0.73 | 0 | Fixed | 0.495 |
Mean difference.
p < 0.05.
CI, confidence interval; DM, diabetes mellitus; LOS, length of hospital stay; MD, mean difference; OR, odds ratio.