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Table 3 The necessity analysis result based on NCA

From: Configurations for positive public behaviors in response to the COVID-19 pandemic: a fuzzy set qualitative comparative analysis

Conditions

Method

PCB

ECB

Accuracy (%)

Ceiling zone

Scope

Effect size

P-valuea

Accuracy (%)

Ceiling zone

Scope

Effect size

P-valuea

RC

CE-FDH

100

0.000

0.930

0.000

1.000

100

0.003

0.882

0.003

0.310

CR-FDH

100

0.000

0.930

0.000

1.000

100

0.001

0.882

0.001

0.310

DT

CE-FDH

100

0.000

0.910

0.000

1.000

100

0.000

0.864

0.000

0.658

CR-FDH

100

0.000

0.910

0.000

1.000

100

0.000

0.864

0.000

0.658

RP

CE-FDH

100

0.000

0.940

0.000

1.000

100

0.000

0.891

0.000

1.000

CR-FDH

100

0.000

0.940

0.000

1.000

100

0.000

0.891

0.000

1.000

NE

CE-FDH

100

0.000

0.950

0.000

1.000

100

0.006

0.900

0.007

0.018*

CR-FDH

100

0.000

0.950

0.000

1.000

100

0.003

0.900

0.004

0.034*

  1. RC Risk communication, DT Degree of trust, RP Risk perception, NE Negative emotions, PCB Protective coping behavior, ECB Excessive coping behavior, CE-FDH the non-parametric Ceiling Envelopment with Free Disposal Hull, CR-FDH, the parametric Ceiling Regression with Free Disposal Hull
  2. a Permutation test in NCA with 10,000 repetitions
  3. * p < 0.05