- mturk - 24 headlines from our latest pretest - balance dem/rep true/false - preregistered test/effect: `veracity:demrep_c:bfi_c` # Basic models ```r term res 1: (Intercept) b = 0.16 [0.13, 0.19], p < .001 2: demrep_c b = 0.03 [-0.02, 0.08], p = .193 3: veracity b = 0.18 [0.12, 0.25], p < .001 4: demrep_c:veracity b = -0.03 [-0.11, 0.06], p = .509 ``` # Model 1 (false headlines) ```r z test of coefficients: Estimate Std. Error z value Pr(>|z|) (Intercept) -1.6639839 0.1113794 -14.9398 <2e-16 *** demrep_c 0.2417863 0.1740694 1.3890 0.1648 bfi_c -0.1121748 0.0709241 -1.5816 0.1137 demrep_c:bfi_c -0.0030488 0.0905656 -0.0337 0.9731 BF01 = 76.71588 --- Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 ``` ![[bf_model1 8.png]] # Model 2 (false headlines) ```r z test of coefficients: Estimate Std. Error z value Pr(>|z|) (Intercept) -1.7308027 0.1285495 -13.4641 < 2.2e-16 *** demrep_c 0.1580333 0.2035658 0.7763 0.437557 bfi_c -0.1212283 0.0892111 -1.3589 0.174181 bfi_e 0.1324112 0.0732396 1.8079 0.070619 . bfi_a 0.1442058 0.0885414 1.6287 0.103380 bfi_n -0.0074770 0.0894393 -0.0836 0.933376 bfi_o -0.1847311 0.0734685 -2.5144 0.011923 * age -0.0046996 0.0786111 -0.0598 0.952329 gender -0.0718718 0.0775254 -0.9271 0.353888 edu -0.1291582 0.0696511 -1.8544 0.063688 . attention_score -0.0643978 0.0646147 -0.9966 0.318938 ctsq_aot -0.5292867 0.1021977 -5.1790 2.23e-07 *** demrep_c:bfi_c -0.0399755 0.1210016 -0.3304 0.741119 BF01 = 71.93869 demrep_c:bfi_e 0.1556179 0.0758615 2.0513 0.040234 * demrep_c:bfi_a 0.0441715 0.0820097 0.5386 0.590154 demrep_c:bfi_n 0.0311658 0.1034380 0.3013 0.763186 demrep_c:bfi_o -0.0823490 0.0819882 -1.0044 0.315185 demrep_c:age -0.0577203 0.0837651 -0.6891 0.490777 demrep_c:gender 0.0341506 0.0855790 0.3991 0.689854 demrep_c:edu 0.0159589 0.0647318 0.2465 0.805265 demrep_c:attention_score 0.0656369 0.0681067 0.9637 0.335178 demrep_c:ctsq_aot 0.2615847 0.0906132 2.8868 0.003891 ** --- Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 ``` ![[bf_model2 8.png]] # Model 3 (all headlines) ```r z test of coefficients: Estimate Std. Error z value Pr(>|z|) (Intercept) -1.7308027 0.1265087 -13.6813 < 2.2e-16 *** veracity 1.1050828 0.1837170 6.0151 1.797e-09 *** demrep_c 0.1580333 0.1997863 0.7910 0.428937 bfi_c -0.1212283 0.0888044 -1.3651 0.172216 bfi_e 0.1324112 0.0729384 1.8154 0.069465 . bfi_a 0.1442058 0.0881643 1.6356 0.101913 bfi_n -0.0074770 0.0892778 -0.0837 0.933255 bfi_o -0.1847311 0.0732778 -2.5210 0.011703 * age -0.0046996 0.0781903 -0.0601 0.952073 gender -0.0718718 0.0772444 -0.9304 0.352140 edu -0.1291582 0.0694709 -1.8592 0.063003 . attention_score -0.0643978 0.0643065 -1.0014 0.316624 ctsq_aot -0.5292867 0.1010762 -5.2365 1.636e-07 *** veracity:demrep_c -0.2271595 0.2476813 -0.9171 0.359067 veracity:bfi_c 0.0745989 0.0680816 1.0957 0.273198 veracity:bfi_e 0.0567026 0.0582710 0.9731 0.330512 veracity:bfi_a 0.0098187 0.0685835 0.1432 0.886160 veracity:bfi_n 0.0171366 0.0639153 0.2681 0.788612 veracity:bfi_o 0.0676075 0.0520112 1.2999 0.193647 veracity:age 0.0492715 0.0629611 0.7826 0.433879 veracity:gender 0.1246699 0.0675738 1.8449 0.065046 . veracity:edu 0.0483531 0.0487692 0.9915 0.321457 veracity:attention_score 0.0882176 0.0488068 1.8075 0.070687 . veracity:ctsq_aot 0.4617056 0.0940668 4.9083 9.188e-07 *** demrep_c:bfi_c -0.0399755 0.1202350 -0.3325 0.739528 demrep_c:bfi_e 0.1556179 0.0757433 2.0545 0.039923 * demrep_c:bfi_a 0.0441715 0.0819238 0.5392 0.589764 demrep_c:bfi_n 0.0311658 0.1029467 0.3027 0.762090 demrep_c:bfi_o -0.0823490 0.0815953 -1.0092 0.312861 demrep_c:age -0.0577203 0.0833479 -0.6925 0.488609 demrep_c:gender 0.0341506 0.0851571 0.4010 0.688397 demrep_c:edu 0.0159589 0.0645686 0.2472 0.804783 demrep_c:attention_score 0.0656369 0.0676964 0.9696 0.332257 demrep_c:ctsq_aot 0.2615847 0.0899155 2.9092 0.003623 ** veracity:demrep_c:bfi_c 0.0461167 0.0821191 0.5616 0.574400 BF01 = 91.76886 veracity:demrep_c:bfi_e -0.1289347 0.0645077 -1.9987 0.045636 * veracity:demrep_c:bfi_a 0.1389782 0.0613755 2.2644 0.023550 * veracity:demrep_c:bfi_n -0.0302892 0.0794836 -0.3811 0.703148 veracity:demrep_c:bfi_o 0.0579187 0.0597235 0.9698 0.332155 veracity:demrep_c:age -0.0100658 0.0637785 -0.1578 0.874595 veracity:demrep_c:gender -0.0645901 0.0642790 -1.0048 0.314973 veracity:demrep_c:edu -0.0156372 0.0528972 -0.2956 0.767524 veracity:demrep_c:attention_score -0.0618016 0.0374361 -1.6509 0.098768 . veracity:demrep_c:ctsq_aot -0.2334790 0.0768405 -3.0385 0.002378 ** --- Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 ``` ![[bf_model3 8.png]]