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Table 3 Sensitivity, specificity, +LR, −LR, PPV, NPV, accuracy for different PHQ-9 cut-off points compared to the gold standard MINI and Youden’s index

From: The validity and reliability of the Patient Health Questionnaire-9 for screening depression in primary health care patients in Botswana

Cut-off Points

N(%)

Sensitivity (95% C.I)

Specificity (95% C.I)

+LR (95% C.I)

-LR (95% C.I.)

PPV (95% C.I)

NPV (95% C.I)

Youden’s Indexa

≥5

179 (69.6%)

93.3 (86.7–97.3)

46.7 (38.6–55.0)

1.8 (1.5–2.0)

0.14 (0.07–0.3)

54.7 (50.8–58.6)

91 (82.9–95.5)

0.4004

≥6

166 (64.6%)

91.4 (84.4–96.0)

54.0 (45.7–62.1)

2.0 (1.7–2.4)

0.16 (0.08–0.3)

57.8 (53.3–62.2)

90.1 (82.7–94.5)

0.4538

≥7

145 (56.4%)

82.9 (74.3–89.5)

61.8 (53.6–69.6)

2.2 (1.7–2.7)

0.28 (0.2–0.4)

60 (54.6–65.2)

83.9 (77.1–89.0)

0.4470

≥8

132 (51.4%)

77.1 (67.9–84.8)

66.5 (58.3–73.9)

2.3 (1.8–2.9)

0.34 (0.2–0.5)

61.4 (55.4–67.0)

80.8 (74.4–85.9)

0.4359

≥9

112 (43.6%)

72.4 (62.8–80.7)

76.3 (68.7–82.8)

3.1 (2.2–4.2)

0.36 (0.3–0.5)

67.9 (60.8–74.2)

80 (74.3–84.7)

0.4870

≥10

103 (40.1%)

68.6 (58.8–77.3)

79.6 (72.3–85.7)

3.4 (2.4–4.7)

0.39 (0.3–0.5)

69.9 (62.3–76.5)

78.6 (73.2–83.1)

0.4818

≥11

91 (35.4%)

60.0 (50.0–69.4)

81.6 (74.5–87.4)

3.3 (2.3–4.7)

0.49 (0.4–0.6)

69.2 (60.9–76.5)

74.7 (69.8–79.1)

0.4158

≥12

79 (30.7%)

53.3 (43.3–63.1)

84.9 (78.2–90.2)

3.5 (2.3–5.3)

0.55 (0.4–0.7)

70.9 (61.6–78.7)

72.5 (68.0–76.6)

0.3820

≥13

69 (26.8%)

48.6 (38.7–58.5)

88.2 (81.9–92.8)

4.1 (2.5–6.6)

0.58 (0.5–0.7)

73.9 (63.8–82.0)

71.3 (67.1–75.1)

0.3673

≥14

54 (21.0%)

39.1 (29.7–49.1)

91.5 (85.8–95.4)

4.6 (2.6–8.1)

0.67 (0.6–0.8)

75.9 (64.0–84.8)

68.5 (64.9–71.8)

0.3050

  1. LR + Positive likelihood ratio, LR– Negative likelihood ratio, PPV Positive predictive value, NPV Negative predictive value; (a) Youden’s Index = [Sensitivity + Specificity-1]