Table 2.
Test of interaction effect between content, style, and the interactive dimension.
Interactions | Shares | Comments | Likes | ||||||||||||||||||||||||||||||
|
df | MSa | F test | P value | ηp2 | Df | MS | F test | P value | ηp2 | df | MS | F test | P value | ηp2 | ||||||||||||||||||
Content x style | |||||||||||||||||||||||||||||||||
|
Content | 5 | 74,362,796.0 | 3.627 | .003 | 0.0295 | 5 | 13,679,259.3 | 0.804 | .55 | 0.0067 | 5 | 1,600,144,996.5 | 0.213 | .96 | 0.0018 | |||||||||||||||||
|
Style | 1 | 2,955,797.2 | 0.144 | .70 | 0.0002 | 1 | 644,487.0 | 0.038 | 0.85 | 0.0001 | 1 | 856,248,211.1 | 0.114 | .74 | 0.0002 | |||||||||||||||||
|
Content x style | 5 | 14,294,815.4 | 0.697 | .63 | 0.0058 | 5 | 35,061,851.2 | 2.060 | .07 | 0.0170 | 5 | 17,759,392,993.4 | 2.367 | .04 b | 0.0194 | |||||||||||||||||
|
Error | 597 | 20,504,947.6 | N/Ac | N/A | N/A | 597 | 17,018,927.7 | N/A | N/A | N/A | 597 | 7,502,954,304.2 | N/A | N/A | N/A | |||||||||||||||||
Content x interactive | |||||||||||||||||||||||||||||||||
|
Content | 5 | 14,588,523.9 | 0.706 | .62 | 0.0059 | 5 | 7,622,337.7 | 0.452 | .81 | 0.0038 | 5 | 2,892,590,073.7 | 0.384 | .86 | 0.0032 | |||||||||||||||||
|
Interactive | 3 | 12,299,580.7 | 0.595 | .61 | 0.0030 | 3 | 15,422,984.7 | 0.914 | .43 | 0.0046 | 3 | 8,720,670,460.3 | 1.158 | .33 | 0.0059 | |||||||||||||||||
|
Content x interactive | 9 | 7,690,008.8 | 0.372 | .95 | 0.0056 | 9 | 12,698,088.8 | 0.753 | .66 | 0.0114 | 9 | 6,061,808,678.1 | 0.805 | .61 | 0.0121 | |||||||||||||||||
|
Error | 590 | 20,657,294.6 | N/A | N/A | N/A | 590 | 16,865,817.6 | N/A | N/A | N/A | 590 | 7,532,498,681.0 | N/A | N/A | N/A | |||||||||||||||||
Style x interactive | |||||||||||||||||||||||||||||||||
|
Style | 1 | 4,166,367.8 | 0.195 | .66 | 0.0003 | 1 | 543,790.1 | 0.032 | .86 | 0.0001 | 1 | 454,343,258.8 | 0.060 | .81 | 0.0001 | |||||||||||||||||
|
Interactive | 3 | 8,001,481.9 | 0.374 | .77 | 0.0019 | 3 | 13,205,355.1 | 0.775 | .51 | 0.0039 | 3 | 5,564,405,021.7 | 0.736 | .53 | 0.0037 | |||||||||||||||||
|
Style x interactive | 3 | 11,004,271.3 | 0.514 | .67 | 0.0026 | 3 | 4,937,789.1 | 0.290 | 83 | 0.0014 | 3 | 882,821,621.1 | 0.117 | .95 | 0.0006 | |||||||||||||||||
|
Error | 600 | 21,411,044.7 | N/A | N/A | N/A | 600 | 17,039,291.1 | N/A | N/A | N/A | 600 | 7,560,858,471.6 | N/A | N/A | N/A |
aMS: mean square.
bItalics indicate a significant interaction effect.
cN/A: not applicable.