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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

  Wealthy

0.937 (1.024)

  Safe

1.495*** (0.558)

  Lively

1.635** (0.789)

  Depressing

− 1.232** (0.588)

  Boring

− 1.227** (0.603)

  Beautiful

1.009** (0.404)

 Male (ref: female)

0.064** (0.028)

 Age

0.004*** (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)

  10,000–20,000

0.104* (0.057)

  20,000–40,000

0.159** (0.069)

  40,000 or above

0.022 (0.079)

 Household size

− 0.026 (0.019)

 Length of staying in the neighbourhood

0.001 (0.002)

 Functional restricted (ref: not restricted)

− 0.056 (0.074)

 Constant

1.252 (6.487)

Random part

 Var (neighbourhoods)

0.022

 Var (Individuals)

0.141

Number of individuals

808

Number of neighbourhoods

35

Log likelihood

− 375.623

AIC

791.246

  1. Coef. coefficient, SE standard error
  2. Significance levels: “*” p < 0.100, “**” p < 0.050, “***” p < 0.010