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Table 2 The association between neighbourhood perception and total PA time

From: The linkage between the perception of neighbourhood and physical activity in Guangzhou, China: using street view imagery with deep learning techniques

 Model 1
Coef. (SE)
Fixed part
 Neighbourhood perception
  Wealthy0.937 (1.024)
  Safe1.495*** (0.558)
  Lively1.635** (0.789)
  Depressing− 1.232** (0.588)
  Boring− 1.227** (0.603)
  Beautiful1.009** (0.404)
 Male (ref: female)0.064** (0.028)
 Age0.004*** (0.002)
 Married (ref. = Single, divorced and widowed)− 0.023 (0.047)
 Education (ref: primary school or below)
  High school− 0.049 (0.092)
  College and above− 0.022 (0.099)
 Household income (ref: 10,000 CNY or below)
  10,000–20,0000.104* (0.057)
  20,000–40,0000.159** (0.069)
  40,000 or above0.022 (0.079)
 Household size− 0.026 (0.019)
 Length of staying in the neighbourhood0.001 (0.002)
 Functional restricted (ref: not restricted)− 0.056 (0.074)
 Constant1.252 (6.487)
Random part
 Var (neighbourhoods)0.022
 Var (Individuals)0.141
Number of individuals808
Number of neighbourhoods35
Log likelihood− 375.623
AIC791.246
  1. Coef. coefficient, SE standard error
  2. Significance levels: “*” p < 0.100, “**” p < 0.050, “***” p < 0.010