Demand analysis of transitional care for patients undergoing minimally invasive cardiac interventions with AI-driven solutions: a mixed-methods approach

Table 4 Demand attributes based on the Kano model

Demand	Kano model attribute						Category	Better-worse coefficient		Rank
	A	O	M	I	Q	R		SI	DI	SI	DI
D1	66	34	1	20	15	1	One-dimensional	0.826	0.289	2	1
D2	61	33	1	24	17	1	One-dimensional	0.790	0.286	5	2
D3	66	34	0	25	11	1	One-dimensional	0.800	0.272	4	4
D4	73	35	0	18	10	1	One-dimensional	0.857	0.278	1	3
D5	63	31	0	30	11	2	One-dimensional	0.758	0.250	11	7
D6	66	29	0	29	12	1	Attractive	0.766	0.234	9	9
D7	55	27	0	39	11	5	Indifferent	0.678	0.223	23	16
D8	66	26	0	31	13	1	Indifferent	0.748	0.211	12	19
D9	66	28	0	29	12	2	Attractive	0.764	0.228	10	14
D10	60	24	1	36	14	2	Indifferent	0.694	0.207	20	21
D11	57	27	0	37	13	3	Indifferent	0.694	0.223	20	16
D12	63	30	1	26	16	1	One-dimensional	0.775	0.258	6	5
D13	66	31	0	23	16	1	One-dimensional	0.808	0.258	3	5
D14	65	25	0	31	13	3	Indifferent	0.744	0.207	14	21
D15	61	25	0	37	11	3	Indifferent	0.699	0.203	18	23
D16	64	30	0	28	12	3	One-dimensional	0.770	0.246	7	8
D17	62	27	0	33	13	2	Indifferent	0.730	0.221	16	18
D18	64	28	0	31	13	1	Indifferent	0.748	0.228	12	12
D19	57	28	1	38	10	3	Indifferent	0.685	0.234	22	9
D20	58	28	0	37	10	4	Indifferent	0.699	0.228	18	12
D21	62	26	0	36	12	1	Indifferent	0.710	0.210	17	20
D22	63	28	0	33	11	2	Indifferent	0.734	0.226	15	15
D23	67	29	0	29	11	1	Attractive	0.768	0.232	8	11

Abbreviation: A = attractive attribute, O = one-dimensional attribute, M = must-be attribute, I = indifferent attribute, Q = questionable results, R = reverse attribute, SI = satisfaction index, DI = dissatisfaction index

ISSN: 1472-6955