Estimating Designers’ Performance considering Personal Characteristics and External Factors Together

Table 1

DA table related to the shape-based design activities.

Variable		Representation/metrics
		VR				AR				PR
		Q		N	U	Q		N	U	Q		N	U
S	1 (no skill)	N/A	N/A	N/A	N/A	N/A	N/A	N/A	N/A	N/A	N/A	N/A	N/A
	2	2.5	9.5	0.33	0.030	4.5	9.28	0.34	0.028	7	9.63	0.38	0.034
	3	2.4	9.65	0.34	0.021	3.9	9.35	0.35	0.033	5.2	9.53	0.35	0.051
	4	3	9.73	0.34	0.020	3.2	9.24	0.33	0.050	4	9.47	0.33	0.048
	5 (high skill)	3.8	9.77	0.39	0.026	4.6	9.63	0.39	0.032	3.8	9.23	0.32	0.056
K	1 (no knowledge)	N/A	N/A	N/A	N/A	N/A	N/A	N/A	N/A	N/A	N/A	N/A	N/A
	2	2.7	9.60	0.32	0.029	4	9.59	0.28	0.043	5.3	9.55	0.39	0.037
	3	3.1	9.78	0.33	0.026	4.2	9.56	0.32	0.035	4.5	9.51	0.37	0.041
	4	3.3	9.81	0.37	0.022	3.9	9.55	0.35	0.034	3.8	9.42	0.3	0.047
	5 (high knowledge)	4	9.36	0.4	0.027	4.3	9.58	0.39	0.038	4.7	9.48	0.34	0.042
PT1	1 (introvert)	2.3	9.62	0.33	0.043	3.2	9.49	0.32	0.059	3.9	9.57	0.35	0.072
	2	2.6	9.70	0.32	0.041	4	9.58	0.36	0.052	4.1	9.49	0.36	0.058
	3	3.1	9.81	0.35	0.039	3.7	9.51	0.37	0.051	4.6	9.65	0.31	0.065
	4	3.3	9.92	0.36	0.039	4.3	9.28	0.39	0.049	4.5	9.68	0.32	0.062
	5 (extrovert)	3.7	10	0.39	0.038	4.1	9.48	0.42	0.056	4.9	9.72	0.33	0.052
PT2	1 (disagreeable)	2.4	10	0.35	0.057	2.8	9.8	0.33	0.055	5.9	9.6	0.34	0.053
	2	2.6	9.88	0.36	0.055	3.1	9.85	0.31	0.053	4.5	9.88	0.32	0.051
	3	3.4	9.91	0.38	0.048	3.6	9.58	0.36	0.055	3.8	9.85	0.32	0.063
	4	3.5	9.75	0.37	0.041	4	9.51	0.39	0.057	3.3	9.88	0.31	0.069
	5 (agreeable)	3.3	9.71	0.4	0.035	4.4	9.69	0.37	0.058	3	10	0.33	0.065
PT3	1 (unconscientious)	2.7	10	0.34	0.039	4.2	9.6	0.35	0.047	3	8.2	0.38	0.071
	2	2.8	9.88	0.33	0.029	3.8	9.5	0.33	0.052	3.2	8.88	0.36	0.075
	3	2.9	9.93	0.35	0.031	3.9	9.69	0.34	0.057	4.5	9.43	0.36	0.079
	4	3.1	9.81	0.37	0.023	4.1	9.71	0.37	0.055	4.8	9.41	0.35	0.089
	5 (conscientious)	3.4	9.85	0.36	0.025	4	9.66	0.38	0.058	5	9.59	0.34	0.101
PT4	1 (unneurotic)	3.4	9.77	0.38	0.037	4	9.79	0.37	0.038	4.2	9.6	0.36	0.044
	2	2.9	9.65	0.37	0.042	3.8	9.68	0.34	0.034	3.8	9.48	0.34	0.043
	3	3	9.54	0.34	0.048	4.1	9.68	0.36	0.041	3.9	9.54	0.34	0.058
	4	2.7	9.48	0.35	0.053	4.3	9.65	0.4	0.055	4.5	9.59	0.33	0.055
	5 (neurotic)	3.2	9.59	0.33	0.051	4.2	9.71	0.39	0.061	4.8	9.41	0.35	0.069
PT5	1 (closed to experience)	2.9	9.86	0.34	0.04	4.8	9.68	0.34	0.045	4.4	9.51	0.37	0.051
	2	2.6	9.86	0.32	0.036	4.1	9.66	0.36	0.051	4.2	9.42	0.36	0.045
	3	2.8	9.84	0.35	0.037	3.6	9.66	0.37	0.052	4.1	9.65	0.34	0.042
	4	3.3	9.85	0.37	0.034	3.5	9.69	0.38	0.055	4.6	9.61	0.33	0.041
	5 (open to experience)	3.5	9.88	0.39	0.031	3.2	9.65	0.36	0.053	4.5	9.72	0.35	0.036
Best designer’s performance		25.3	69.2	2.72	0.291	30.9	67.8	2.72	0.384	37.5	67.8	2.58	0.465
Worst designer’s performance		17.8	67.5	2.3	0.206	23.9	66.4	2.25	0.29	25.4	65	2.24	0.324