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Table 3 Cadence thresholds (steps/min) for relatively-defined intensity indicators of moderate and vigorous intensity based on regression and ROC curve analyses

From: Cadence (steps/min) and relative intensity in 61 to 85-year-olds: the CADENCE-Adults study

 

Regression

ROC

Moderate Intensity

  

≥ 64% HRmax

Threshold (steps/min)

105.9 (38.0-135.7)

104.3 (97.1-110.7)

Se

60.5

65.6

Sp

78.0

75.8

PPV

60.2

59.8

NPV

78.2

80.1

Accuracy

71.8

72.2

 

AUC

–

76.7 (72.5–80.9)

≥ 40% HRR

Threshold (steps/min)

107.1 (38.0-129.8)

103.3 (100.8-110.7)

Se

66.3

77.5

Sp

83.5

75.6

PPV

64.0

58.5

NPV

84.8

88.3

Accuracy

78.2

76.2

 

AUC

–

83.1 (79.3–86.9)

≥ 12 RPE

Threshold (steps/min)

112.8 (46.6-148.4)

102.0 (95.8-104.1)

Se

40.1

71.0

Sp

88.3

74.9

PPV

67.5

63.1

NPV

71.0

81.1

Accuracy

70.2

73.5

 

AUC

–

78.2 (74.3–82.0)

Vigorous Intensity

  

≥ 77% HRmax

Threshold (steps/min)

126.1 (79.0-148.4)

116.0 (97.1-128.6)

Se

36.0

60.0

Sp

96.0

85.9

PPV

30.0

16.9

NPV

96.9

97.8

Accuracy

93.3

84.7

 

AUC

–

76.1 (65.4–86.8)

≥ 60% HRR

Threshold (steps/min)

126.4 (103.6-148.4)

109.7 (109.7-119.1)

Se

46.2

92.3

Sp

96.9

76.0

PPV

42.9

16.0

NPV

97.3

99.5

Accuracy

94.5

76.7

 

AUC

–

88.4 (80.7–96.1)

≥ 14 RPE

Threshold (steps/min)

132.1 (94.9-148.4)

106.7 (98.1-116.8)

Se

15.8

84.2

Sp

99.2

70.3

PPV

60.0

17.4

NPV

94.1

98.4

Accuracy

93.5

71.3

 

AUC

–

84.4 (78.4–90.3)

  1. The thresholds are represented as means (95% Prediction Intervals) for segmented regression and means (99% Confidence Intervals) for Receiver Operating Characteristic (ROC) curve. Classification accuracy analyses to calculate Sensitivity (Se), Specificity (Sp), Positive Predictive Value (PPV), Negative Predictive Value (NPV) and Accuracy were performed independently on these two optimal thresholds derived from segmented regression and ROC curve analysis, therefore yielding two values for each classification accuracy metric. AUC = area under the curve. HR maximum [HRmax] = 220 - age. Heart rate reserve [HRR] = HRmax - HRresting. RPE = Rate of Perceived Exertion