Skip to main content

Table 6 Multiple linear regression for demographic, predisposing, pre-motivational, motivational factors predicting social distancing behaviour

From: Knowledge, socio-cognitive perceptions and the practice of hand hygiene and social distancing during the COVID-19 pandemic: a cross-sectional study of UK university students

 

Model 1: Sociodemographic

Model 2: Socio-demographic, predisposing, and pre-motivational

Model 3: Socio-demographic, predisposing, pre-motivational and motivational

Standardized Coefficients

p

Standardized Coefficients

p

Unstandardized Coefficients

Standardized Coefficients

p a

Beta

Beta

B (SE)

Beta (95% BCa CI) a

(Constant)

 

< 0.001

 

< 0.001

0.69 (0.4)

 

0.189

Socio-Demographic

 Gender (Female/Male)

−0.186

0.004

−0.140

0.020

−0.13 (0.05)

−0.14 (− 0.28, − 0.02)

0.032

 Age

−0.032

0.609

−0.022

0.717

0.0 (0.004)

0.004 (−0.11, 0.12)

0.941

 Student Status (UK/International)

−0.040

0.533

−0.017

0.771

−0.02 (0.07)

−0.02 (− 0.15, 0.1)

0.778

 Health Course

−0.010

0.876

−0.018

0.758

−0.02 (0.06)

− 0.02 (− 0.12, 0.08)

0.744

 Ethnicity (Minorities/White)

− 0.092

0.151

− 0.137

0.024

− 0.08 (0.06)

−0.08 (− 0.19, 0.03)

0.173

 Infection exposure

−0.030

0.637

−0.068

0.264

−0.02 (0.05)

− 0.02 (− 0.14, 0.08)

0.713

Predisposing and Pre-motivational factors

 Trust

  

0.335

< 0.001

0.13 (0.04)

0.22 (0.09, 0.35)

0.003

 Disease knowledge

  

0.061

0.309

0.03 (0.03)

0.06 (−0.05, 0.15)

0.296

 Social distancing effectiveness knowledge

  

0.076

0.213

−0.02 (0.04)

−0.03 (− 0.2, 0.13)

0.728

 Risk perception

  

0.037

0.546

0.01 (0.02)

0.05 (−0.07, 0.17)

0.409

Motivational factors

 Self-efficacy- infection avoidance

    

0.01 (0.01)

0.05 (−0.08, 0.19)

0.422

 Advantages

    

0.12 (0.06)

0.14 (−0.02, 0.28)

0.073

 Disadvantages (reversed)

    

0.02 (0.03)

0.03 (−0.09, 0.16)

0.612

 Social support

    

0.06 (0.04)

0.1 (−0.03, 0.23)

0.175

 Self-efficacy social distancing

    

0.16 (0.04)

0.24 (0.12, 0.35)

0.001

  1. Abbreviations: BCa CI Bias corrected accelerated confidence intervals, SE standard error. Bold: significance p < 0.05
  2. a Model 3 was calculated using 1000 bootstrap samples for robustness, for 95% BCa CI and p values
  3. Model 1: R2 = 0.043, adjusted R2 = 0.02; Model 2: R2 = 0.178, adjusted R2 = 0.145, R2 p < 0.001; Model 3: R2 = 0.280, adjusted R2 = 0.235, R2 p < 0.001