Table 3 Indicator system and q-value for detecting factors affecting the quality of the human settlement environment.

Impact factors	Specific indicator	2001	2006	2012	2018	2021
Social Security	Number of hospital doctors per 10,000 people X₁	0.308	0.525	0.740	0.722	0.499
	Average wage of employed workers X₂	0.406	0.584	0.149	0.232	0.164
	Expenditure on education in various types of schools X₃	0.792	0.797	0.132	0.522	0.345
Economic Development	GDP per capita X₄	0.006	0.483	0.155	0.148	0.178
	Per capita local fiscal revenue X₅	0.897	0.483	0.945	0.742	0.073
	The proportion of output value of tertiary industry in GDP X₆	0.072	0.050	0.145	0.273	0.255
	Total retail sales of consumer goods per capita X₇	0.749	0.874	0.738	0.780	0.473
Resident Life	Urban road area per capita X₈	0.047	0.160	0.110	0.015	0.155
	Per capita disposable income X₉	0.219	0.629	0.195	0.429	0.477
Ecological Security	Energy consumption per unit of GDP X₁₀	0.798	0.560	0.315	0.183	0.480
	Domestic waste removal X₁₁	0.767	0.753	0.890	0.719	0.794
	Public green space per capita X₁₂	0.065	0.292	0.079	0.037	0.326

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