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Fig. 1

Chart of projection of multidimensional space of MCA characteristics into a two-dimensional space
Chart of projection of multidimensional space of MCA characteristics into a two-dimensional space

Multiple correspondence analysis model MCA

CODEMASSQUALITYRELATIVE INERTIAFACTOR 1FACTOR 2
COORDINATESABSOLUTE INERTIACos2COORDINATESABSOLUTE INERTIACos2
EnvironmentaldynamicsEd:L0.0140.6960.053-1.4000.0470.2112.1210.1280.485
Ed:H0.0220.6220.0501.6980.1110.5350.6880.0220.088
Ed:A0.1070.6090.015-0.1730.0060.089-0.4200.0390.520
Environmental unpredictabilityEu:L0.0130.6910.054-1.4190.0440.1972.2470.1320.494
Eu:H0.0220.6440.0501.7470.1140.5470.7370.0240.097
Eu:A0.1080.6380.014-0.1830.0060.105-0.4110.0380.533
Structure plicity sim-S:L0.0150.5930.053-1.2440.0410.1861.8410.1060.407
S:H0.0210.5760.0501.6760.1010.4810.7430.0240.095
S:A0.1070.5610.015-0.1500.0040.066-0.4100.0370.495
Environmental complexityEc:L0.0160.5970.052-1.3020.0470.2131.7470.1000.384
Ec:H0.0230.5180.0491.5130.0890.4330.6710.0210.085
Ec:A0.1040.5080.016-0.1310.0030.046-0.4140.0370.462
Complex force work-Cw:L0.0140.5940.053-1.3650.0450.2051.8820.1030.389
Cw:H0.0230.5870.0501.6280.1030.4980.6870.0220.089
Cw:A0.1060.5340.015-0.1650.0050.078-0.3970.0340.456
SimplexitySim:00.0540.3420.036-0.7250.0490.3220.1810.0040.020
Sim:10.0210.0480.050-0.3310.0040.019-0.4010.0070.028
Sim:20.0230.0340.050-0.0470.0000.000-0.4260.0080.034
Sim:30.0150.0380.0530.4750.0060.027-0.3160.0030.012
Sim:40.0100.0940.0551.0800.0210.0900.2320.0010.004
Sim:50.0190.4090.0511.5220.0770.3600.5600.0120.049
Organisational performanceOp:L0.0190.2380.051-0.8620.0240.1120.9160.0320.126
Op:H0.0280.4130.0471.0470.0520.2630.7900.0350.150
Op:A0.0960.3760.019-0.1330.0030.037-0.4040.0320.340

Analysis of the correlation between environment features, the structure simplicity and the workforce complexity (the Spearman’s Rho correlation test)

STRUCTURE SIMPLICITYCOMPLEX WORK- FORCEENVIRONMENTAL DYNAMICSENVIRONMENTAL UNPREDICT-ABILITYENVIRONMENTAL COMPLEXITY
Structure simplicityCorrelation1.0000.590**0.586**0.551**0.509**
Sig. (2-tailed).0.0000.0000.0000.000
N11461138113911431142
Complex workforceCorrelation0.590**1.0000.635**0.525**0.602**
Sig. (2-tailed)0.000.0.0000.0000.000
N11381141113511391136
Environmental dynamicsCorrelation0.586**0.635**1.0000.689**0.583**
Sig. (2-tailed)0.0000.000.0.0000.000
N11391135114211401137
Environmental unpredictabilityCorrelation0.551**0.525**0.689**1.0000.573**
Sig. (2-tailed)0.0000.0000.000.0.000
N11431139114011471142
Environmental complexityCorrelation0.509**0.602**0.583**0.573**1.000
Sig. (2-tailed)0.0000.0000.0000.000.
N11421136113711421145

Descriptive statistics

NMINMAXMEANSTD. DEVIATION
Environmental dynamics11421.005.003.071.224
Environmental unpredictability11471.005.003.101.163
Environmental complexity11451.005.003.041.214
Structure simplicity11461.005.003.031.190
Complex workforce11411.005.003.031.191
Organisational performance11201.005.003.330.921