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. 2023 Apr 5;20(7):5404. doi: 10.3390/ijerph20075404

Table 10.

Odds ratios and 95% CI for financial impact from fraud and online fraud victimization.

Variable Fraud
(n = 12,519)
Online Fraud
(n = 7061)
Age (ref = 65+)
  18–34 1.86 (1.60–2.16) *** 1.58 (1.29–1.93) ***
  35–49 1.45 (1.25–1.68) *** 1.09 (0.90–1.35)
  50–64 1.35 (1.17–1.57) *** 1.12 (0.92–1.38)
Gender (ref = female)
  Male 1.00 (0.92–1.09) 1.03 (0.92–1.16)
Education (ref = low)
  Medium 1.24 (1.02–1.47) * 1.57 (1.21–2.03) ***
  High 1.15 (0.96–1.37) 1.32 (1.02–1.71) *
Financial situation
(ref = difficult)
  Easy 0.84 (0.76–0.92) *** 1.04 (0.92–1.18)
Live only adult (ref = yes)
  No 0.97 (0.87–1.07) 0.90 (0.79–1.03)
Area live (ref = rural)
  Small/medium town 0.99 (0.89–1.10) 0.89 (0.77–1.02)
  Large town 1.07 (0.95–1.19) 0.94 (0.81–1.08)
Internet use
(ref = every day)
  Every week 1.18 (1.03–1.36) * 1.19 (0.98–1.44)
  Less than every week 1.55 (1.31–1.84) *** 1.84 (1.46–2.32) ***
  Never 0.93 (0.67–1.28) NA
Online shopping
(ref = every month)
   Less than every month 1.08 (0.98–1.19) 1.16 (1.03–1.32) *
  Never 0.74 (0.59–0.90) *** 0.90 (0.64–1.21)
Seen fraud awareness campaign (ref = yes)
  No 0.96 (0.87–1.05) 1.12 (0.99–1.27)
Avoid clicking suspicious links (ref = always)
   Sometimes 1.11 (0.98–1.26) 0.97 (0.82–1.14)
  Never 1.49 (1.29–1.71) *** 1.54 (1.26–1.88) ***
Use antivirus (ref = always)
   Sometimes 1.24 (1.09–1.41) *** 1.39 (1.17–1.65) ***
  Never 0.95 (0.84–1.08) 1.01 (0.86–1.20)
Check credibility of vendor (ref = always)
   Sometimes 1.06 (0.97–1.17) 1.03 (0.91–1.17)
  Never 0.96 (0.85–1.11) 0.90 (0.76–1.07)
Read terms and conditions (ref = always)
  Sometimes 0.74 (0.67–0.82) *** 0.63 (0.55–0.72) ***
  Never 0.89 (0.79–1.00) 0.72 (0.62–0.84) ***

*** p < 0.001, * p < 0.05. NA: Not Applicable.