WJSMCAROLES EUROPE

JAN FREDRIK HOVDEN

2022-04-05

MCA INFLUENCES

THE DATA (INFLUENCE CONCEPTIONS EUR. JOURNALISTS)

AS DUMMIES

MCA - EIGENVALUES

##          mrate cum.mrate
## 1  93.05916934  93.05917
## 2   5.46795328  98.52712
## 3   1.40982616  99.93695
## 4   0.06305122 100.00000
## NA          NA        NA

MCA - CLOUD OF INDIVIDUALS 1-2

MCA - CLOUD OF VARIABLES 1-2

## Scale for 'size' is already present. Adding another scale for 'size', which
## will replace the existing scale.
## Scale for 'size' is already present. Adding another scale for 'size', which
## will replace the existing scale.
## Scale for 'size' is already present. Adding another scale for 'size', which
## will replace the existing scale.
## Scale for 'size' is already present. Adding another scale for 'size', which
## will replace the existing scale.
## Scale for 'size' is already present. Adding another scale for 'size', which
## will replace the existing scale.
## Scale for 'size' is already present. Adding another scale for 'size', which
## will replace the existing scale.
## Scale for 'size' is already present. Adding another scale for 'size', which
## will replace the existing scale.

MCA - COUNTRIES 1-2

MCA - ADDITIONAL SUP. VARIABLES

V-TESTS SUP (MCA)

## $dim.1
##                         weight  test.stat p.value
## C22.Female              6508.1   6.170161 0.00000
## C17rek.6-10yrs          2703.4   5.996987 0.00000
## C17rek.0-5yrs           1776.8   5.121044 0.00000
## medium7.OnlineSA        1406.7   4.698244 0.00000
## T5.Rank-and-file        7489.1   4.019682 0.00006
## C2.Full-time           10885.6   3.589969 0.00033
## edu3.bachelor           5370.0   3.334967 0.00085
## medium7.TV              2577.9   2.738287 0.00618
## T5.SeniorManag          2106.8   2.484784 0.01296
## medium7.Magazine        1327.3   1.971997 0.04861
## medium7.Radio           1677.3  -2.053115 0.04006
## beat3.PolEcon           1607.6  -2.432777 0.01498
## beat3.Soft              1653.6  -3.554615 0.00038
## C2.Freelancer           1534.6  -4.781596 0.00000
## edu3.master             6546.3  -6.585640 0.00000
## medium7.DailyNewspaper  3725.5  -6.630589 0.00000
## T5.JuniorManag          3840.2  -7.267002 0.00000
## C22.Male                6881.7  -9.903190 0.00000
## C17rek.>20yrs           4034.5 -11.036374 0.00000
## 
## $dim.2
##                     weight test.stat p.value
## C2.Full-time       10885.6  5.949944 0.00000
## beat3.Generalist    8037.6  4.190292 0.00003
## T8.National         7340.1  3.878981 0.00010
## beat3.Soft          1653.6  3.517365 0.00044
## medium7.Radio       1677.3  3.207602 0.00134
## C22.Female          6508.1  3.173657 0.00151
## edu3.bachelor       5370.0  2.776275 0.00550
## medium7.Magazine    1327.3  2.578457 0.00992
## T5.SeniorManag      2106.8  2.256460 0.02404
## C2.Other             164.3 -1.971404 0.04868
## T8.Transnational     799.7 -2.782333 0.00540
## medium7.OnlineSA    1406.7 -2.994581 0.00275
## T8.Regional         3041.3 -3.606700 0.00031
## medium7.TV          2577.9 -3.793932 0.00015
## medium7.NewsAgency   542.8 -4.572752 0.00000
## C2.Freelancer       1534.6 -5.590844 0.00000
## beat3.PolEcon       1607.6 -6.338720 0.00000

MCA - CLOUD OF VARIABLES 1-2 (CTR ABOVE AVERAGE)

MCA - AXIS 1 (CTR above average)

MCA - AXIS 1

##                          var                      moda  ctr1  ctr2 weight
## 9            Publicrelations        notPublicrelations -5.25       8305.6
## 10                                     Publicrelations        7.82 5574.4
## 3             Businesspeople            Businesspeople       10.15 3585.9
## 8                Politicians             1.Politicians        8.25 3817.9
## 5       Editorialsupervisors   notEditorialsupervisors -6.94       2655.9
## 6          Managersofnewsorg      notManagersofnewsorg -5.37       5803.0
## 11      Relationshipssources   notRelationshipssources  -5.3       3792.7
## 4           Competingnewsorg       notCompetingnewsorg -5.18       5119.1
## 1  Advertisingconsiderations Advertisingconsiderations        4.57 6339.2
## 2           Audienceresearch       notAudienceresearch -4.39       4625.0
## 7               Peersonstaff           notPeersonstaff -4.22       4200.2
##    ctrtot cumctrtot
## 9   13.07     13.07
## 10                 
## 3   10.15     23.22
## 8    8.25     31.47
## 5    6.94     38.41
## 6    5.37     43.78
## 11    5.3     49.08
## 4    5.18     54.26
## 1    4.57     58.83
## 2    4.39     63.22
## 7    4.22     67.44

MCA - AXIS 2 (CTR above average)

MCA - AXIS 2

##                        var                       moda   ctr1 ctr2  weight
## 2           Businesspeople             Businesspeople  -13.2       3585.9
## 3                                   notBusinesspeople         4.6 10294.1
## 6              Politicians              1.Politicians  -12.3       3817.9
## 7                                    1.notPoliticians        4.67 10062.1
## 1  Availabilityofresources notAvailabilityofresources -11.68       2058.7
## 8          Publicrelations            Publicrelations  -6.25       5574.4
## 9                                  notPublicrelations        4.19  8305.6
## 10              Timelimits              notTimelimits  -9.82       1558.4
## 4     Editorialsupervisors    notEditorialsupervisors  -9.74       2655.9
## 5             Peersonstaff            notPeersonstaff  -7.33       4200.2
##    ctrtot cumctrtot
## 2    17.8      17.8
## 3                  
## 6   16.97     34.77
## 7                  
## 1   11.68     46.45
## 8   10.44     56.89
## 9                  
## 10   9.82     66.71
## 4    9.74     76.45
## 5    7.33     83.78

VTESTS COUNTRIES DIM1

VTESTS COUNTRIES DIM2

SIGN. ELLIPSES (SIGN. DIFFERENT PLACEMENT IN PLACE)

CONCENTRATION ELLIPSES (NOT WORKING PROPERLY)

CLUSTERING TREE

CLUSTERING PLOT

EXAMPLE OF INTERACTIONS

ETA ACTIVE

##                     variable measure association permutation.pvalue
## 1             Businesspeople    Eta2       0.407                  0
## 2            Publicrelations    Eta2       0.388                  0
## 3              Politicians.1    Eta2       0.338                  0
## 4          Managersofnewsorg    Eta2       0.274                  0
## 5       Editorialsupervisors    Eta2       0.255                  0
## 6  Advertisingconsiderations    Eta2       0.250                  0
## 7           Competingnewsorg    Eta2       0.244                  0
## 8       Relationshipssources    Eta2       0.217                  0
## 9           Audienceresearch    Eta2       0.196                  0
## 10              Peersonstaff    Eta2       0.180                  0
## 11   Availabilityofresources    Eta2       0.121                  0
## 12                Timelimits    Eta2       0.102                  0
##                     variable measure association permutation.pvalue
## 1             Businesspeople    Eta2       0.263                  0
## 2              Politicians.1    Eta2       0.251                  0
## 3    Availabilityofresources    Eta2       0.203                  0
## 4       Editorialsupervisors    Eta2       0.178                  0
## 5                 Timelimits    Eta2       0.164                  0
## 6               Peersonstaff    Eta2       0.155                  0
## 7            Publicrelations    Eta2       0.154                  0
## 8           Audienceresearch    Eta2       0.056                  0
## 9          Managersofnewsorg    Eta2       0.036                  0
## 10      Relationshipssources    Eta2       0.013                  0
## 11          Competingnewsorg    Eta2       0.004                  0
## 12 Advertisingconsiderations    Eta2       0.001                  0

DEVIATIONS(?)

##                                                categories mean.y.in.xcat
## 19                          Businesspeople.Businesspeople          0.538
## 22                        Publicrelations.Publicrelations          0.379
## 18                              Politicians.1.Politicians          0.470
## 5                     Managersofnewsorg.Managersofnewsorg          0.221
## 3               Editorialsupervisors.Editorialsupervisors          0.122
## 7     Advertisingconsiderations.Advertisingconsiderations          0.272
## 15                      Competingnewsorg.Competingnewsorg          0.188
## 24              Relationshipssources.Relationshipssources          0.142
## 9                       Audienceresearch.Audienceresearch          0.156
## 2                               Peersonstaff.Peersonstaff          0.139
## 11        Availabilityofresources.Availabilityofresources          0.072
## 14                                  Timelimits.Timelimits          0.057
## 13                               Timelimits.notTimelimits         -0.447
## 12     Availabilityofresources.notAvailabilityofresources         -0.415
## 1                            Peersonstaff.notPeersonstaff         -0.321
## 10                   Audienceresearch.notAudienceresearch         -0.312
## 23           Relationshipssources.notRelationshipssources         -0.378
## 16                   Competingnewsorg.notCompetingnewsorg         -0.322
## 8  Advertisingconsiderations.notAdvertisingconsiderations         -0.228
## 4            Editorialsupervisors.notEditorialsupervisors         -0.517
## 6                  Managersofnewsorg.notManagersofnewsorg         -0.308
## 17                           Politicians.1.notPoliticians         -0.178
## 21                     Publicrelations.notPublicrelations         -0.254
## 20                       Businesspeople.notBusinesspeople         -0.187
##    mean.y.global sd.y.in.xcat sd.y.global    cor
## 19             0        0.338       0.498  0.638
## 22             0        0.390       0.498  0.623
## 18             0        0.387       0.498  0.582
## 5              0        0.424       0.498  0.524
## 3              0        0.433       0.498  0.505
## 7              0        0.432       0.498  0.500
## 15             0        0.432       0.498  0.494
## 24             0        0.449       0.498  0.466
## 9              0        0.447       0.498  0.442
## 2              0        0.442       0.498  0.424
## 11             0        0.464       0.498  0.348
## 14             0        0.470       0.498  0.319
## 13             0        0.486       0.498 -0.319
## 12             0        0.484       0.498 -0.348
## 1              0        0.471       0.498 -0.424
## 10             0        0.445       0.498 -0.442
## 23             0        0.416       0.498 -0.466
## 16             0        0.434       0.498 -0.494
## 8              0        0.430       0.498 -0.500
## 4              0        0.416       0.498 -0.505
## 6              0        0.425       0.498 -0.524
## 17             0        0.412       0.498 -0.582
## 21             0        0.389       0.498 -0.623
## 20             0        0.398       0.498 -0.638
##                                                categories mean.y.in.xcat
## 20                       Businesspeople.notBusinesspeople          0.106
## 17                           Politicians.1.notPoliticians          0.108
## 11        Availabilityofresources.Availabilityofresources          0.066
## 3               Editorialsupervisors.Editorialsupervisors          0.072
## 14                                  Timelimits.Timelimits          0.050
## 2                               Peersonstaff.Peersonstaff          0.091
## 21                     Publicrelations.notPublicrelations          0.113
## 9                       Audienceresearch.Audienceresearch          0.059
## 5                     Managersofnewsorg.Managersofnewsorg          0.056
## 23           Relationshipssources.notRelationshipssources          0.066
## 15                      Competingnewsorg.Competingnewsorg          0.016
## 7     Advertisingconsiderations.Advertisingconsiderations          0.013
## 8  Advertisingconsiderations.notAdvertisingconsiderations         -0.011
## 16                   Competingnewsorg.notCompetingnewsorg         -0.027
## 24              Relationshipssources.Relationshipssources         -0.025
## 6                  Managersofnewsorg.notManagersofnewsorg         -0.078
## 10                   Audienceresearch.notAudienceresearch         -0.118
## 22                        Publicrelations.Publicrelations         -0.168
## 1                            Peersonstaff.notPeersonstaff         -0.210
## 13                               Timelimits.notTimelimits         -0.399
## 4            Editorialsupervisors.notEditorialsupervisors         -0.304
## 12     Availabilityofresources.notAvailabilityofresources         -0.379
## 18                              Politicians.1.Politicians         -0.285
## 19                          Businesspeople.Businesspeople         -0.305
##    mean.y.global sd.y.in.xcat sd.y.global    cor
## 20             0        0.310       0.351  0.513
## 17             0        0.310       0.351  0.501
## 11             0        0.307       0.351  0.450
## 3              0        0.315       0.351  0.422
## 14             0        0.316       0.351  0.404
## 2              0        0.313       0.351  0.394
## 21             0        0.324       0.351  0.393
## 9              0        0.328       0.351  0.237
## 5              0        0.336       0.351  0.189
## 23             0        0.377       0.351  0.115
## 15             0        0.345       0.351  0.060
## 7              0        0.342       0.351  0.033
## 8              0        0.358       0.351 -0.033
## 16             0        0.360       0.351 -0.060
## 24             0        0.337       0.351 -0.115
## 6              0        0.356       0.351 -0.189
## 10             0        0.366       0.351 -0.237
## 22             0        0.321       0.351 -0.393
## 1              0        0.343       0.351 -0.394
## 13             0        0.357       0.351 -0.404
## 4              0        0.331       0.351 -0.422
## 12             0        0.348       0.351 -0.450
## 18             0        0.287       0.351 -0.501
## 19             0        0.274       0.351 -0.513

ETA TESTS SUP

##         dim.1 dim.2
## COUNTRY   7.9   5.6
## C22       0.5   0.0
## beat3     0.1   0.4
## T5        0.4   0.0
## edu3      0.2   0.0
## C17rek    1.1   0.0
## T8        0.0   0.2
## C2        0.2   0.3
## medium7   0.5   0.5

HOMOGENITY TESTS

##        Female Male
## Female      1    0
## Male        0    1
##                    Female               Male
## Female 1.0000000000000000 0.0000000001122169
## Male   0.0000000001122169 1.0000000000000000
##                highschool       bachelor    master
## highschool 1.000000000000 0.000001222763 0.1367344
## bachelor   0.000001222763 1.000000000000 0.0000000
## master     0.136734393527 0.000000000000 1.0000000
##             highschool       bachelor         master
## highschool 1.000000000 0.002938811963 0.873331630685
## bachelor   0.002938812 1.000000000000 0.000003891605
## master     0.873331631 0.000003891605 1.000000000000

CSA (NORWAY, UK=REF)

CSA EIGENVALUES

##           mrate cum.mrate
## 1    95.6688076  95.66881
## 2     3.4841113  99.15292
## 3     0.8470811 100.00000
## NA           NA        NA
## NA.1         NA        NA

CSA- CLOUD OF INDIVIDUALS 1-2

CSA - CLOUD OF VARIABLES 1-2

## Scale for 'size' is already present. Adding another scale for 'size', which
## will replace the existing scale.
## Scale for 'size' is already present. Adding another scale for 'size', which
## will replace the existing scale.
## Scale for 'size' is already present. Adding another scale for 'size', which
## will replace the existing scale.
## Scale for 'size' is already present. Adding another scale for 'size', which
## will replace the existing scale.
## Scale for 'size' is already present. Adding another scale for 'size', which
## will replace the existing scale.
## Scale for 'size' is already present. Adding another scale for 'size', which
## will replace the existing scale.
## Scale for 'size' is already present. Adding another scale for 'size', which
## will replace the existing scale.

CSA - AXIS 1

##                          var                         moda  ctr1  ctr2 weight
## 7                Politicians             1.notPoliticians -5.28          429
## 8                                           1.Politicians       14.01    227
## 6             Businesspeople            notBusinesspeople -4.81          487
## 5                                          Businesspeople       13.46    169
## 9            Publicrelations           notPublicrelations  -5.4          444
## 10                                        Publicrelations        8.15    212
## 2  Advertisingconsiderations notAdvertisingconsiderations -4.17          398
## 1                               Advertisingconsiderations        5.41    258
## 4    Availabilityofresources   notAvailabilityofresources -6.39          147
## 11      Relationshipssources      notRelationshipssources -6.12          219
## 3           Audienceresearch          notAudienceresearch -4.58          254
##    ctrtot cumctrtot
## 7   19.29     19.29
## 8                  
## 6   18.27     37.56
## 5                  
## 9   13.55     51.11
## 10                 
## 2    9.58     60.69
## 1                  
## 4    6.39     67.08
## 11   6.12      73.2
## 3    4.58     77.78

CSA - AXIS 1 (CTR above average)

CSA - AXIS 2

##                       var                       moda  ctr1  ctr2 weight ctrtot
## 3 Availabilityofresources    Availabilityofresources -6.03          509  41.41
## 4                         notAvailabilityofresources       35.38    147       
## 1        Audienceresearch           Audienceresearch  -7.5          402  21.39
## 2                                notAudienceresearch       13.89    254       
## 6    Relationshipssources    notRelationshipssources -5.81          219   5.81
## 5             Politicians              1.Politicians        5.14    227   5.14
##   cumctrtot
## 3     41.41
## 4          
## 1      62.8
## 2          
## 6     68.61
## 5     73.75

CSA - AXIS 2 (CTR above average)

ETA TESTS SUP (CSA)

##         dim.1 dim.2
## C22       0.2   0.0
## beat3     0.9   1.8
## T5        0.9   1.5
## edu3      0.5   0.4
## C17rek    2.6   1.3
## T8        0.9   0.0
## C2        0.3   0.2
## medium7   1.8   1.4

V-TESTS SUP (CSA)

## $dim.1
##                    weight  test.stat p.value
## T5.JuniorManag         32  11.079172 0.00000
## medium7.OnlineSA       15   7.010632 0.00000
## medium7.NewsAgency     14   3.679380 0.00023
## T8.Transnational       23   3.359801 0.00078
## beat3.Generalist      411   2.267953 0.02333
## C17rek.0-5yrs          85   2.161457 0.03066
## beat3.News             46  -2.454375 0.01411
## T5.SeniorManag         56  -2.499235 0.01245
## C17rek.>20yrs         261  -2.959830 0.00308
## edu3.bachelor         362  -5.290483 0.00000
## C22.Female            241  -6.084279 0.00000
## C22.Male              237  -8.592555 0.00000
## edu3.master           134 -10.472036 0.00000
## 
## $dim.2
##                  weight test.stat p.value
## beat3.PolEcon        56  4.740091 0.00000
## medium7.OnlineSA     15  2.840323 0.00451
## T5.Rank-and-file    436  2.659023 0.00784
## C17rek.6-10yrs      108  2.142319 0.03217
## C17rek.>20yrs       261 -2.064129 0.03901
## medium7.Magazine     75 -2.312319 0.02076
## T5.JuniorManag       32 -2.352809 0.01863
## edu3.highschool      44 -2.503236 0.01231
## edu3.master         134 -2.518971 0.01177
## T5.SeniorManag       56 -3.785529 0.00015

CSAA - ADDITIONAL SUP. VARIABLES

CSA WITH UK AS REFERENCE SPACE

CSA CONF.ELLIPSES

CSA ANGLES UK (MCA) VS CSA (NORWAY)

##          mca.dim1 mca.dim2 mca.dim3
## csa.dim1    0.993    0.074    0.188
## csa.dim2    0.070   -0.158   -0.753
## csa.dim3   -0.003    0.516   -0.045
##          mca.dim1 mca.dim2 mca.dim3
## csa.dim1      6.8     85.8     79.2
## csa.dim2     86.0     80.9     41.2
## csa.dim3     89.8     58.9     87.4