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. 2020 Aug 24;22(8):e21360. doi: 10.2196/21360

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.