Czy polskie firmy uznajÄ… trendy za istotne?

vars n mean sd median trimmed mad min max range skew kurtosis se
Computers and machines help to boost productivity and rationalize employment 1 320.00 4.15 1.03 4.00 4.31 1.48 1.00 5.00 4.00 -1.10 0.50 0.06
Small enterprise find it difficult to compete with the larger ones 2 314.00 3.63 1.35 4.00 3.79 1.48 1.00 5.00 4.00 -0.61 -0.83 0.08
Product as service 3 288.00 2.60 1.28 3.00 2.55 1.48 1.00 5.00 4.00 0.12 -1.17 0.08
Information as product 4 315.00 4.10 1.07 4.00 4.29 1.48 1.00 5.00 4.00 -1.23 0.94 0.06
Company itself can use the internet for customer relations and public image building 5 321.00 4.16 1.03 4.00 4.34 1.48 1.00 5.00 4.00 -1.20 0.79 0.06
Competition over qualified employees 6 318.00 3.73 1.13 4.00 3.85 1.48 1.00 5.00 4.00 -0.70 -0.19 0.06
Old employees having problems adjusting 7 314.00 2.92 1.26 3.00 2.92 1.48 1.00 5.00 4.00 -0.19 -1.12 0.07
Ecology and healthy lifestyle significance 8 317.00 3.26 1.24 3.00 3.32 1.48 1.00 5.00 4.00 -0.31 -0.79 0.07
Outsourcing and remote work popularity 9 310.00 3.18 1.32 3.00 3.23 1.48 1.00 5.00 4.00 -0.27 -1.09 0.07
Competition from distant areas through the internet 10 317.00 3.36 1.33 4.00 3.45 1.48 1.00 5.00 4.00 -0.38 -1.00 0.07
New markets attainable with ICT 11 312.00 3.55 1.28 4.00 3.68 1.48 1.00 5.00 4.00 -0.54 -0.81 0.07
Costumer role in product and service creating on the rise 12 317.00 3.61 1.10 4.00 3.71 1.48 1.00 5.00 4.00 -0.66 -0.16 0.06
Prior products and services no longer profitable 13 313.00 3.27 1.31 3.00 3.34 1.48 1.00 5.00 4.00 -0.31 -0.95 0.07

plot of chunk unnamed-chunk-2plot of chunk unnamed-chunk-2plot of chunk unnamed-chunk-2plot of chunk unnamed-chunk-2plot of chunk unnamed-chunk-2plot of chunk unnamed-chunk-2plot of chunk unnamed-chunk-2plot of chunk unnamed-chunk-2

Reakcja na trendy

vars n mean sd median trimmed mad min max range skew kurtosis se
B2_1 1 241.00 3.87 0.95 4.00 3.96 1.48 1.00 5.00 4.00 -0.92 0.94 0.06
B2_2 2 179.00 3.54 1.09 4.00 3.62 1.48 1.00 5.00 4.00 -0.61 -0.20 0.08
B2_3 3 77.00 3.57 1.22 4.00 3.70 1.48 1.00 5.00 4.00 -0.87 -0.13 0.14
B2_4 4 240.00 4.10 0.93 4.00 4.22 1.48 1.00 5.00 4.00 -1.10 1.22 0.06
B2_5 5 251.00 4.27 0.82 4.00 4.38 1.48 1.00 5.00 4.00 -1.00 0.70 0.05
B2_6 6 199.00 3.99 0.91 4.00 4.09 1.48 1.00 5.00 4.00 -0.78 0.26 0.06
B2_7 7 122.00 3.56 1.02 4.00 3.63 1.48 1.00 5.00 4.00 -0.75 0.11 0.09
B2_8 8 139.00 3.93 0.93 4.00 4.03 1.48 1.00 5.00 4.00 -0.99 1.17 0.08
B2_9 9 145.00 3.71 0.99 4.00 3.80 1.48 1.00 5.00 4.00 -0.80 0.32 0.08
B2_10 10 159.00 3.80 1.15 4.00 3.96 1.48 1.00 5.00 4.00 -1.01 0.39 0.09
B2_11 11 179.00 3.89 1.01 4.00 4.01 1.48 1.00 5.00 4.00 -0.83 0.42 0.08
B2_12 12 193.00 3.78 0.97 4.00 3.88 1.48 1.00 5.00 4.00 -0.85 0.57 0.07
B2_13 13 143.00 3.86 0.92 4.00 3.93 1.48 1.00 5.00 4.00 -0.57 0.01 0.08

plot of chunk unnamed-chunk-3plot of chunk unnamed-chunk-3plot of chunk unnamed-chunk-3

Manova dla wszystkich trendów

Df Pillai approx F num Df den Df Pr(>F)
(Intercept) 1.00 0.98 889.31 13.00 251.00 0.00
sector 3.00 0.31 2.22 39.00 759.00 0.00
size 2.00 0.12 1.19 26.00 504.00 0.24
sector:size 6.00 0.37 1.29 78.00 1536.00 0.05
Residuals 263.00

Czy wprowadzono nowości

vars n mean sd median trimmed mad min max range skew kurtosis se
C2_1 1 318.00 2.81 1.36 3.00 2.76 1.48 1.00 5.00 4.00 0.16 -1.17 0.08
C2_2 2 321.00 3.28 1.04 3.00 3.32 1.48 1.00 5.00 4.00 -0.39 -0.17 0.06
C2_3 3 315.00 2.69 1.42 3.00 2.62 1.48 1.00 5.00 4.00 0.21 -1.29 0.08
C2_4 4 318.00 2.63 1.29 3.00 2.55 1.48 1.00 5.00 4.00 0.22 -1.07 0.07
C2_5 5 319.00 2.90 1.38 3.00 2.87 1.48 1.00 5.00 4.00 -0.00 -1.25 0.08
C2_6 6 311.00 2.37 1.36 2.00 2.22 1.48 1.00 5.00 4.00 0.58 -0.93 0.08
C2_7 7 320.00 2.55 1.30 2.00 2.45 1.48 1.00 5.00 4.00 0.37 -1.02 0.07
C2_8 8 308.00 1.96 1.22 1.00 1.77 0.00 1.00 5.00 4.00 1.01 -0.13 0.07

plot of chunk unnamed-chunk-6plot of chunk unnamed-chunk-6plot of chunk unnamed-chunk-6

Czy zauważono:

vars n mean sd median trimmed mad min max range skew kurtosis se
C2_9 1 318.00 1.75 1.14 1.00 1.51 0.00 1.00 5.00 4.00 1.46 1.11 0.06
C2_10 2 317.00 1.66 1.12 1.00 1.40 0.00 1.00 5.00 4.00 1.68 1.80 0.06
C2_11 3 319.00 1.62 1.15 1.00 1.35 0.00 1.00 5.00 4.00 1.78 2.02 0.06

plot of chunk unnamed-chunk-7plot of chunk unnamed-chunk-7plot of chunk unnamed-chunk-7

Skąd informacja o zmianach i nowościach

vars n mean sd median trimmed mad min max range skew kurtosis se
C3_1 1 321.00 3.58 1.20 4.00 3.69 1.48 1.00 5.00 4.00 -0.57 -0.56 0.07
C3_2 2 320.00 4.14 0.95 4.00 4.27 1.48 1.00 5.00 4.00 -0.98 0.41 0.05
C3_3 3 320.00 3.37 1.15 3.50 3.44 0.74 1.00 5.00 4.00 -0.41 -0.58 0.06
C3_4 4 319.00 3.14 1.18 3.00 3.18 1.48 1.00 5.00 4.00 -0.34 -0.69 0.07
C3_5 5 320.00 2.56 1.22 3.00 2.51 1.48 1.00 5.00 4.00 0.19 -1.04 0.07
C3_6 6 321.00 2.07 1.14 2.00 1.93 1.48 1.00 5.00 4.00 0.80 -0.33 0.06
C3_7 7 320.00 2.52 1.29 2.00 2.42 1.48 1.00 5.00 4.00 0.37 -1.00 0.07
C3_8 8 320.00 2.33 1.38 2.00 2.18 1.48 1.00 5.00 4.00 0.59 -1.04 0.08
C3_9 9 319.00 2.13 1.19 2.00 1.98 1.48 1.00 5.00 4.00 0.73 -0.48 0.07
C3_10 10 316.00 2.49 1.39 2.00 2.36 1.48 1.00 5.00 4.00 0.41 -1.16 0.08

plot of chunk unnamed-chunk-8plot of chunk unnamed-chunk-8plot of chunk unnamed-chunk-8

ggvis

plot of chunk unnamed-chunk-9

end