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Table 2 Summary of environmental features that show the strongest association with patient BTCP of each deployment when compared with individual BTCP episodes and BTCP frequency/severity over 24 hours

From: The influence of ambient environmental factors on breakthrough Cancer pain: insights from remote health home monitoring and a proposed data analytic approach

Deployment Number (D.#)

Environmental feature associated with individual episodes of patient BTCP

Environmental feature associated with episodes of patient BTCP over a 24-hour time window

individual BTCP

individual BTCP severity

BTCP frequency

average BTCP severity

D.1 (n = 98)

Light MCR (r = −0.33)

Light Max (r = 0.26)

Humidity MD (r = 0.84)

Light MD (r = 0.57)

D.2 (n = 84)

Light Median Deviation (r = − 0.24)

Noise Median Deviation (r = 0.36)

Noise Max (r = 0.78)

Noise Mean & SD (r = 0.74)

D.3 (n = 48)

Light Minimum (r = 0.38)

Noise Mean (− 0.73)

Noise SD (r = 0.60)

Barometric pressure MCR (r = 0.83)

D.4 (n = 60)

Barometric pressure MD (r = 0.45)

Light MCR (r = −0.31)

Barometric pressure MD (r = 0.84)

Temperature MD (r = −0.82)

D.5 (n = 106)

Barometric pressure SD (r = 0.19)

Noise Median Deviation (r = 0.33)

Barometric pressure Max (r = 0.66)

Light MD (r = −0.59)

  1. r correlation coefficient: n number of patient BTCP and ‘control’ events.