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Table 2 Factor analysis of school processing ability: based on a hierarchical linear model

From: School of golden touch? A study of school effectiveness in improving student academic performance

Variables

Academic performance (cognitive score)

Value-added of academic performance (cognitive score)

(1)

(2)

(3)

(4)

(5)

(6)

(7)

School ranking, middle-upper

.233 (.098)*

.222 (.096)*

.162 (.093)+

.135 (.088)

.087 (.076)

.043 (.074)

.044 (.072)

School ranking, top

.474 (.119)**

.462 (.116)**

.318 (.119)**

.242 (.115)*

.230 (.093)*

.122 (.095)

.092 (.093)

School material resources

.082 (.027)**

.087 (.027)**

.073 (.026)**

.074 (.025)**

.058 (.022)**

.049 (.021)*

.052 (.021)*

Teacher quality

.435 (.210) *

.238 (.218)

− .012 (.219)

− .054 (.208)

.126 (.175)

− .041 (.175)

− .094 (.171)

Teaching environment (teacher-student interactions)

 

.432 (.169)*

.357 (.168)*

.230 (.160)

.239 (.146)

.208 (.141)

.129 (.137)

School time schedule (h/day)

  

.018 (.034)

− .013 (.033)

.012 (.028)

.026 (.027)

.010 (.026)

High school promotion pressure

  

.042 (.094)

.039 (.089)

− .017 (.078)

.005 (.076)

.014 (.073)

School socioeconomic status

  

.687 (.193)**

.515 (.191)**

 

.501 (.157)**

.397 (.158)*

School’s academic level at enrollment

   

1.149 (.522)*

  

.847 (.407)*

Learning foundation

   

− .312 (.013)**

  

− .206 (.012)**

Constant

− 2.113 (.352)**

− 3.153 (.534)**

− 3.098 (.724)**

− 1.959 (.706)**

− 1.838 (.811)*

− 2.031 (.780)**

− 1.464 (.770)+

  1. Note: (1) The sample includes 9266 students from 112 schools. (2) Standard errors are shown in parentheses
  2. +p < 0.1, *p < 0.05, *p < 0.01