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. Author manuscript; available in PMC: 2017 Aug 22.
Published in final edited form as: CSCW Conf Comput Support Coop Work. 2017 Feb-Mar;2017:1334–1349. doi: 10.1145/2998181.2998219

Table 2.

Summary of different model fits. Null is the intercept-only model. For each model, we also report the log likelihood (LL) and the p-value of statistical significance.

Deviance df χ2 LL p
Baseline

Null 1037.6 0
Language 585.96 49 451.67 −106.3 < 10−5
Language + Activity 418.24 51 619.39 −138.5 < 10−5
Lang + Activ + Social 388.40 53 649.23 −194.2 < 10−6

CalDiff

Null 633.12 0
Language 354.43 49 279.8 −41.29 < 10−3
Language + Activity 348.80 51 284.32 −74.60 < 10−4
Language + Activity + Social 315.25 53 317.87 −74.60 < 10−4

CalDiff:25

Null 1164.7 0
Language 814.73 49 349.9 −129.37 < 10−5
Language + Activity 703.45 51 461.25 −218.43 < 10−6
Lang + Activ + Social 586.84 53 577.95 −293.42 < 10−6

CalDiff:50

Null 847.93 0
Language 202.37 49 645.56 −71.18 < 10−3
Language + Activity 186.49 51 661.44 −90.24 < 10−4
Lang + Activ + Social 149.86 53 698.07 −136.3 < 10−4

PropDays:50

Null 641.29 0
Language 197.27 49 444.02 −56.81 < 10−3
Language + Activity 134.86 51 506.42 −89.06 < 10−3
Lang + Activ + Social 114.94 53 526.34 −124.8 < 10−4

PropDays:75

Null 1378.3 0
Language 962.54 49 415.79 −223.5 < 10−6
Language + Activity 872.14 51 506.15 −291.4 < 10−9
Lang + Activ + Social 759.08 53 619.24 −379.5 < 10−9