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Table 2 Evaluation of bias for the studies in the systematic review

From: Methodological limitations in studies assessing the effects of environmental and socioeconomic variables on the spread of COVID-19: a systematic review

Manuscript

Confounding bias

Control of the population

Control of the spatial and/or temporal dependence

Control of non-linearities

Measurement errors

Statistical model

Overall rating

Aabed

3

2

3

1

3

1

3

Adekunle

3

3

1

1

2

3

3

Adhikari

2

3

2

3

2

1

2

Ahmadi

1

2

3

3

3

3

3

Azar

1

2

3

NA

2

1

1

Azuma

1

1

2

3

3

3

3

Behnood

3

2

3

1

3

3

3

Briz-Redón

1

1

1

1

3

3

2

Byass

3

1

3

3

3

1

3

Carleton

3

1

2

1

3

3

3

Chadeau-Hyam

1

3

2

3

2

1

2

Chakrabarty

3

3

3

1

3

1

3

Chakraborty

1

1

3

2

3

1

2

Chaudhry

1

2

3

NA

3

1

2

Chien

1

1

1

1

3

1

1

Coccia a

3

2

3

3

3

3

3

Coccia b

1

2

3

3

2

3

3

Coker

1

1

2

3

1

1

1

Das a

3

1

3

NA

3

1

3

Das b

1

3

3

NA

3

1

3

Demongeot

3

3

3

3

3

3

3

DiMaggio

1

1

1

NA

2

1

1

Dogan

3

3

3

3

2

3

3

Drefahl

1

3

3

NA

2

1

2

Falcão Sobral

2

2

3

3

3

3

3

Fattorini

3

3

3

3

3

3

3

Fazzini

3

3

3

3

3

3

3

Fiasca

3

2

3

3

3

3

3

Filippini

1

1

3

1

3

3

3

Fu

2

2

2

3

2

1

2

Guasp

2

2

3

3

3

3

3

Guo C

1

1

3

1

2

1

1

Guo XJ

3

3

3

3

3

3

3

Gupta

3

3

NA

3

3

3

3

Han

1

3

1

3

2

3

3

He

3

3

1

1

3

1

3

Hoang a

2

3

3

1

3

3

3

Hoang b

2

3

3

1

1

3

3

Hutter

2

2

3

3

3

1

3

Iqbal MM

3

3

NA

3

3

3

3

Iqbal N

2

3

3

1

3

3

3

Isaia

1

1

3

3

3

3

3

Islam ART

3

3

3

1

2

1

3

Islam N

2

1

3

2

3

1

2

Jamshidi

1

2

3

3

3

3

3

Jiang

3

3

3

3

3

1

3

Jüni

1

2

NA

3

2

2

1

Kaiser

1

2

NA

NA

3

3

2

Khan

3

1

3

1

3

3

3

Kodera

3

2

3

3

3

3

3

Kubota

1

1

2

3

3

3

3

Lamb

1

2

2

NA

3

3

2

Lau

2

3

3

NA

2

3

3

Lhada

2

3

3

3

3

3

3

Li AY

1

2

3

3

3

3

3

Li H

3

3

3

3

3

3

3

Li X

2

3

3

NA

2

3

3

Liang

1

1

1

3

2

1

1

Lin

2

2

3

3

3

3

3

Liu

2

3

2

1

2

1

1

López-Feldman

1

1

3

3

2

1

2

Luo

1

1

3

1

3

2

2

Ma

3

1

2

1

3

1

2

Madhav

1

1

3

NA

2

1

1

Malki

3

3

3

1

3

3

3

Mandal

3

1

NA

3

3

3

3

Marciel de Souza

3

1

1

NA

3

1

2

Martorell-Marugan

3

1

3

3

3

3

3

Medeiros-Figuereido

1

2

3

3

3

3

3

Meo

1

3

NA

3

3

3

3

Meraj

3

3

3

3

3

3

3

Meyer

1

1

1

3

2

1

1

Muñoz-Cacho

3

2

3

3

3

3

3

Notari

3

3

1

1

3

3

3

Ozyigit

1

3

3

3

3

3

3

Paez

2

2

2

3

3

3

3

Pan

3

3

3

3

3

3

3

Pequeno

1

2

3

3

2

1

2

Perone

1

1

3

3

3

3

3

Pirouz

2

3

3

3

2

3

3

Plümper

2

2

2

NA

2

3

1

Poirier

2

3

3

3

3

3

3

Pozzer

NA

2

NA

1

1

1

1

Pramanik a

3

3

3

1

3

3

3

Pramanik b

3

3

3

1

3

3

3

Prata

2

1

1

1

3

1

1

Price-Haywood

1

2

3

NA

2

1

1

Qi

2

1

3

1

3

1

2

Rafael

3

2

3

NA

2

3

3

Rahman

1

1

3

3

3

3

3

Rashed

3

3

3

3

3

3

3

Rehman

1

1

3

3

3

1

3

Richmond

1

1

3

NA

2

3

2

Rodríguez-Villamizar

1

1

2

3

3

1

2

Rozenfeld

1

3

3

NA

2

1

2

Rubin

1

3

3

1

2

1

2

Runkle

1

2

2

3

3

1

2

Saez

1

1

1

1

2

1

1

Sajadi

1

3

NA

3

3

3

3

Sánchez-Lorenzo

3

3

NA

3

3

3

3

Sannigrahi

1

2

3

NA

2

3

2

Sarkodie

1

3

1

3

2

3

3

Scarpone

1

1

1

1

2

3

1

Sehra

1

1

3

3

3

1

3

Shahzad F

3

3

3

3

3

3

3

Shahzad K

3

3

3

3

3

3

3

Shao

2

3

NA

3

3

1

3

Shi

3

1

2

1

2

1

1

Stieb

1

1

2

3

3

1

2

Su

1

3

NA

3

3

3

3

Sun

1

1

1

3

3

3

3

Tagaki a

2

1

3

3

3

3

3

Tagaki b

3

3

3

3

3

3

3

To

3

1

2

3

3

3

3

Tobías

2

1

2

3

2

1

1

Tzampoglou

1

1

3

3

3

3

3

Ujiie

1

1

3

3

3

1

3

Wang Q

1

1

2

1

3

1

1

Wang Y

3

3

3

1

3

3

3

Ward a

3

1

3

1

3

1

3

Ward b

3

1

3

1

3

1

3

Wu X

1

1

2

1

2

1

1

Wu Y

2

2

NA

1

3

3

2

Xie J

2

1

2

1

2

1

1

Xie Z

1

3

1

3

3

3

3

Xu

3

1

2

3

2

1

2

Yao a

1

3

3

3

3

2

3

Yao b

1

3

3

3

2

3

3

You

1

2

1

NA

3

3

2

Zakeri

1

2

3

NA

2

1

1

Zhang

2

3

3

1

3

3

3

Zhu L

3

3

2

1

2

3

3

Zhu Y

3

3

NA

3

3

2

3

Dimensions

Overall

 Number of 3 s

47

53

80

73

90

77

85

 Number of 2 s

26

32

23

2

40

4

26

 Number of 1 s

60

48

30

58

3

52

22

  1. Bold: Strong (rate 1); Italic: Moderate (rate 2); Bolditalic: Weak (rate 3)