Using a novel genetic algorithm to assess peer influence on willingness to use pre-exposure prophylaxis in networks of Black men who have sex with men

Johnson, Kara Layne; Walsh, Jennifer L.; Amirkhanian, Yuri A.; Borkowski, John J.; Carnegie, Nicole Bohme

doi:10.1007/s41109-020-00347-2

Applied Network Science

Table 14 Estimated weights for self-efficacy on network 2

From: Using a novel genetic algorithm to assess peer influence on willingness to use pre-exposure prophylaxis in networks of Black men who have sex with men

Self-efficacy build
0.80* (0.01)	0.01* (0.01)	0.18* (0.02)	0.00 (0.00)	0	0	0	0	0	0	0
0.00* (0.00)	1.00* (0.00)	0	0	0	0	0	0	0	0	0
0.02* (0.02)	0	0.00* (0.00)	0	0.03 (0.05)	0.61 (0.08)	0.12 (0.13)	0.15 (0.14)	0.07 (0.08)	0	0
0.01* (0.01)	0	0	0.89 (0.02)	0	0	0	0	0	0.06 (0.03)	0.03 (0.02)
0	0	0.31* (0.01)	0	0.69 (0.01)	0	0	0	0	0	0
0	0	1.00* (0.00)	0	0	0.00 (0.00)	0	0	0	0	0
0	0	0.02* (0.04)	0	0	0	0.98 (0.04)	0	0	0	0
0	0	0.11* (0.01)	0	0	0	0	0.89 (0.01)	0	0	0
0	0	0.29* (0.01)	0	0	0	0	0	0.71 (0.01)	0	0
0	0	0	0.35 (0.01)	0	0	0	0	0	0.65 (0.01)	0
0	0	0	0.04 (0.02)	0	0	0	0	0	0	0.96 (0.02)
Self-efficacy remove
1.00* (0.00)	0.00* (0.00)	0.00* (0.00)	0.00 (0.00)	0	0	0	0	0	0	0
0.07* (0.08)	0.06* (0.08)	0.19* (0.31)	0.03 (0.07)	0.16 (0.26)	0.03 (0.03)	0.04 (0.08)	0.19 (0.26)	0.04 (0.05)	0.03 (0.04)	0.17 (0.29)
0.84* (0.00)	0.16* (0.01)	0.00* (0.00)	0.00 (0.01)	0	0	0	0	0	0	0
0.02* (0.04)	0.01* (0.04)	0.00* (0.00)	0.09 (0.11)	0.01 (0.02)	0.02 (0.02)	0.03 (0.02)	0.14 (0.13)	0.02 (0.02)	0.64 (0.31)	0.01 (0.02)
0.09* (0.03)	0.06* (0.04)	0.20* (0.17)	0.06 (0.06)	0.10 (0.03)	0.08 (0.10)	0.04 (0.04)	0.03 (0.02)	0.05 (0.02)	0.03 (0.02)	0.27 (0.14)
0.01* (0.01)	0.02* (0.04)	0.01* (0.02)	0.02 (0.04)	0.01 (0.01)	0.00 (0.01)	0.03 (0.06)	0.45 (0.32)	0.40 (0.31)	0.02 (0.03)	0.02 (0.02)
0	0.00* (0.00)	0.00* (0.00)	0.00 (0.00)	0.50 (0.01)	0.50 (0.01)	0.00 (0.00)	0.00 (0.00)	0.00 (0.00)	0.00 (0.00)	0.00 (0.00)
0	0.10* (0.13)	0.00* (0.00)	0.08 (0.10)	0.02 (0.04)	0.63 (0.09)	0.09 (0.07)	0.02 (0.02)	0.01 (0.02)	0.06 (0.05)	0.00 (0.00)
0	0.00* (0.00)	0.00* (0.00)	0.22 (0.41)	0.00 (0.00)	0.00 (0.00)	0.06 (0.19)	0.67 (0.47)	0.05 (0.12)	0.00 (0.01)	0.00 (0.00)
0	0.03* (0.06)	0.05* (0.05)	0.10 (0.16)	0.02 (0.02)	0.02 (0.03)	0.02 (0.04)	0.02 (0.06)	0.68 (0.23)	0.01 (0.02)	0.04 (0.05)
0	0.00* (0.00)	0.07* (0.08)	0.00 (0.00)	0.02 (0.03)	0.01 (0.02)	0.00 (0.00)	0.08 (0.26)	0.71 (0.25)	0.00 (0.00)	0.11 (0.06)
0	0.21* (0.12)	0.02* (0.02)	0.16 (0.12)	0.02 (0.02)	0.03 (0.03)	0.21 (0.09)	0.14 (0.14)	0.06 (0.04)	0.11 (0.07)	0.02 (0.02)

Estimated weights and standard deviations for self-efficacy across 10 runs for network 2 using network built with connections known to exist and network where connections known not to exist are removed where weights placed on leaders is indicated with * and italic estimated weights in the remove matrix which are fixed in the build matrix

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