Table 2. Input and output indicator data...

Table 2.

Input and output indicator data for the selected 48 universities

	INPUT INDICATORS					OUTPUT INDICATORS
University #	Citation scores (I₁)	Total document publishing (I₂)	Scientific document (I₃)	PhD studies (I₄)	Faculty-to-student ratio (I₅)	Competence of scientific and technological Research (O₁)	Intellectual property pool (O₂)	Cooperation and interaction (O₃)	Economic contribution and commercialization (O₄)
U₁	1	0.767	1	1	1	0.893	1	0.892	0.352
U₂(*)	0.907	0.91	0.915	0.783	0.832	1	0.887	0.405	0.428
U₃	0.887	0.85	0.958	0.79	0.927	0.843	0.986	0.873	0.417
U₄(*)	0.711	1	1	0.703	0.839	0.874	0.806	0.449	0.609
U₅	0.701	0.669	0.84	0.853	0.768	0.82	0.866	0.596	0.456
U₆	0.67	0.827	0.793	0.752	0.741	0.671	0.756	0.741	0.388
U₇(*)	0.876	0.669	0.808	0.654	0.964	0.918	0.904	0.592	0.75
U₈	0.567	0.504	0.77	0.825	0.85	0.677	0.797	0.638	0.613
U₉(*)	0.309	0.992	0.803	0.643	0.421	0.446	0.447	0.197	0.352
U₁₀	0.67	0.654	0.869	0.608	0.686	0.616	0.679	0.504	0.567
U₁₁	0.649	0.579	0.812	0.601	0.655	0.682	0.781	0.787	0.632
U₁₂	0.887	0.496	0.756	0.601	0.869	0.995	0.997	0.946	0.619
U₁₃	0.711	0.368	0.676	0.685	0.747	0.706	0.794	1	0.471
U₁₄	0.742	0.714	0.662	0.517	0.721	0.876	0.984	0.967	0.472
U₁₅	0.485	0.346	0.587	0.801	0.622	0.672	0.688	0.658	0.438
U₁₆(*)	0.258	0.624	0.718	0.601	0.45	0.412	0.564	0.211	0.543
U₁₇	0.557	0.459	0.667	0.538	0.639	0.654	0.662	0.645	0.54
U₁₈	0.608	0.361	0.596	0.605	0.713	0.693	0.835	0.956	0.625
U₁₉	0.351	0.421	0.671	0.476	0.55	0.54	0.567	0.549	0.394
U₂₀	0.237	0.301	0.596	0.58	0.469	0.475	0.527	0.459	0.393
U₂₁	0.402	0.504	0.512	0.486	0.609	0.604	0.666	0.673	0.526
U₂₂	0.423	0.444	0.606	0.427	0.484	0.545	0.589	0.527	0.553
U₂₃	0.423	0.594	0.545	0.374	0.658	0.603	0.647	0.644	0.69
U₂₄	0.412	0.451	0.554	0.42	0.278	0.542	0.507	0.772	0.501
U₂₅	0.423	0.286	0.648	0.406	0.59	0.605	0.644	0.834	0.457
U₂₆	0.351	0.316	0.577	0.437	0.471	0.523	0.565	0.643	0.42
U₂₇	0.33	0.383	0.559	0.406	0.609	0.566	0.647	0.622	0.458
U₂₈(*)	0.124	0.098	0.535	0.622	0.349	0.263	0.279	0.01	0.01
U₂₉(*)	0.299	0.241	0.629	0.413	0.512	0.454	0.455	0.22	0.353
U₃₀(*)	0.041	0.489	0.01	0.811	0.108	0.072	0.076	0.3	0.319
U₃₁	0.299	0.143	0.516	0.493	0.538	0.575	0.614	0.496	0.598
U₃₂	0.433	0.376	0.606	0.266	0.595	0.649	0.649	0.574	0.604
U₃₃(*)	0.247	0.789	0.596	0.119	0.379	0.327	0.43	0.226	0.458
U₃₄(*)	0.134	0.233	0.535	0.441	0.391	0.358	0.355	0.203	0.191
U₃₅	0.433	0.241	0.465	0.385	0.613	0.642	0.6	0.777	0.626
U₃₆(*)	0.32	0.316	0.502	0.353	0.799	0.885	0.649	0.022	0.299
U₃₇	0.351	0.143	0.432	0.472	0.6	0.61	0.612	0.466	0.582
U₃₈	0.381	0.602	0.62	0.094	0.448	0.695	0.543	0.204	0.666
U₃₉	0.247	0.466	0.413	0.343	0.449	0.512	0.551	0.414	0.43
U₄₀	0.175	0.203	0.446	0.437	0.349	0.501	0.461	0.395	0.51
U₄₁(*)	0.258	0.774	0.615	0.01	0.336	0.396	0.409	0.485	0.288
U₄₂(*)	0.155	0.203	0.587	0.322	0.238	0.305	0.227	0.246	0.256
U₄₃(*)	0.216	0.489	0.315	0.339	0.655	0.61	0.807	0.245	1
U₄₄	0.093	0.188	0.488	0.35	0.435	0.432	0.412	0.22	0.518
U₄₅	0.278	0.01	0.408	0.434	0.465	0.534	0.551	0.584	0.497
U₄₆(*)	0.01	0.226	0.474	0.336	0.021	0.01	0.01	0.332	0.504
U₄₇	0.093	0.06	0.465	0.388	0.188	0.407	0.344	0.172	0.606
U₄₈(*)	0.01	0.18	0.394	0.364	0.01	0.021	0.029	0.114	0.059

	INPUT INDICATORS					OUTPUT INDICATORS
University #	Citation scores (I₁)	Total document publishing (I₂)	Scientific document (I₃)	PhD studies (I₄)	Faculty-to-student ratio (I₅)	Competence of scientific and technological Research (O₁)	Intellectual property pool (O₂)	Cooperation and interaction (O₃)	Economic contribution and commercialization (O₄)
U₁	1	0.767	1	1	1	0.893	1	0.892	0.352
U₂(*)	0.907	0.91	0.915	0.783	0.832	1	0.887	0.405	0.428
U₃	0.887	0.85	0.958	0.79	0.927	0.843	0.986	0.873	0.417
U₄(*)	0.711	1	1	0.703	0.839	0.874	0.806	0.449	0.609
U₅	0.701	0.669	0.84	0.853	0.768	0.82	0.866	0.596	0.456
U₆	0.67	0.827	0.793	0.752	0.741	0.671	0.756	0.741	0.388
U₇(*)	0.876	0.669	0.808	0.654	0.964	0.918	0.904	0.592	0.75
U₈	0.567	0.504	0.77	0.825	0.85	0.677	0.797	0.638	0.613
U₉(*)	0.309	0.992	0.803	0.643	0.421	0.446	0.447	0.197	0.352
U₁₀	0.67	0.654	0.869	0.608	0.686	0.616	0.679	0.504	0.567
U₁₁	0.649	0.579	0.812	0.601	0.655	0.682	0.781	0.787	0.632
U₁₂	0.887	0.496	0.756	0.601	0.869	0.995	0.997	0.946	0.619
U₁₃	0.711	0.368	0.676	0.685	0.747	0.706	0.794	1	0.471
U₁₄	0.742	0.714	0.662	0.517	0.721	0.876	0.984	0.967	0.472
U₁₅	0.485	0.346	0.587	0.801	0.622	0.672	0.688	0.658	0.438
U₁₆(*)	0.258	0.624	0.718	0.601	0.45	0.412	0.564	0.211	0.543
U₁₇	0.557	0.459	0.667	0.538	0.639	0.654	0.662	0.645	0.54
U₁₈	0.608	0.361	0.596	0.605	0.713	0.693	0.835	0.956	0.625
U₁₉	0.351	0.421	0.671	0.476	0.55	0.54	0.567	0.549	0.394
U₂₀	0.237	0.301	0.596	0.58	0.469	0.475	0.527	0.459	0.393
U₂₁	0.402	0.504	0.512	0.486	0.609	0.604	0.666	0.673	0.526
U₂₂	0.423	0.444	0.606	0.427	0.484	0.545	0.589	0.527	0.553
U₂₃	0.423	0.594	0.545	0.374	0.658	0.603	0.647	0.644	0.69
U₂₄	0.412	0.451	0.554	0.42	0.278	0.542	0.507	0.772	0.501
U₂₅	0.423	0.286	0.648	0.406	0.59	0.605	0.644	0.834	0.457
U₂₆	0.351	0.316	0.577	0.437	0.471	0.523	0.565	0.643	0.42
U₂₇	0.33	0.383	0.559	0.406	0.609	0.566	0.647	0.622	0.458
U₂₈(*)	0.124	0.098	0.535	0.622	0.349	0.263	0.279	0.01	0.01
U₂₉(*)	0.299	0.241	0.629	0.413	0.512	0.454	0.455	0.22	0.353
U₃₀(*)	0.041	0.489	0.01	0.811	0.108	0.072	0.076	0.3	0.319
U₃₁	0.299	0.143	0.516	0.493	0.538	0.575	0.614	0.496	0.598
U₃₂	0.433	0.376	0.606	0.266	0.595	0.649	0.649	0.574	0.604
U₃₃(*)	0.247	0.789	0.596	0.119	0.379	0.327	0.43	0.226	0.458
U₃₄(*)	0.134	0.233	0.535	0.441	0.391	0.358	0.355	0.203	0.191
U₃₅	0.433	0.241	0.465	0.385	0.613	0.642	0.6	0.777	0.626
U₃₆(*)	0.32	0.316	0.502	0.353	0.799	0.885	0.649	0.022	0.299
U₃₇	0.351	0.143	0.432	0.472	0.6	0.61	0.612	0.466	0.582
U₃₈	0.381	0.602	0.62	0.094	0.448	0.695	0.543	0.204	0.666
U₃₉	0.247	0.466	0.413	0.343	0.449	0.512	0.551	0.414	0.43
U₄₀	0.175	0.203	0.446	0.437	0.349	0.501	0.461	0.395	0.51
U₄₁(*)	0.258	0.774	0.615	0.01	0.336	0.396	0.409	0.485	0.288
U₄₂(*)	0.155	0.203	0.587	0.322	0.238	0.305	0.227	0.246	0.256
U₄₃(*)	0.216	0.489	0.315	0.339	0.655	0.61	0.807	0.245	1
U₄₄	0.093	0.188	0.488	0.35	0.435	0.432	0.412	0.22	0.518
U₄₅	0.278	0.01	0.408	0.434	0.465	0.534	0.551	0.584	0.497
U₄₆(*)	0.01	0.226	0.474	0.336	0.021	0.01	0.01	0.332	0.504
U₄₇	0.093	0.06	0.465	0.388	0.188	0.407	0.344	0.172	0.606
U₄₈(*)	0.01	0.18	0.394	0.364	0.01	0.021	0.029	0.114	0.059

Note(s):

* indicates a private university. All other universities are public

Source(s): Tables are by authors

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