Primary Research Model Results
| # | Construct | k | N | r | 95% CI | p | I2 | Outcome |
|---|---|---|---|---|---|---|---|---|
| (a) Compliance outcomes | ||||||||
| H1a | Detection Certainty | 17 | 5,080 | 0.201 | [0.104, 0.295] | <0.001 | 91.1% | S |
| H2a | Sanction Certainty | 7 | 1,953 | 0.216 | [0.122, 0.307] | <0.001 | 74.7% | S |
| H3a | Sanction Severity | 22 | 6,546 | 0.191 | [0.111, 0.268] | <0.001 | 90.7% | S |
| H4a | Sanction Celerity | 4 | 1,347 | 0.211 | [0.069, 0.344] | 0.004 | 85.3% | S |
| (b) Violation outcomes | ||||||||
| H1b | Detection Certainty | 6 | 1,756 | −0.293 | [−0.502, −0.051] | 0.018 | 96.4% | S |
| H2b | Sanction Certainty | 6 | 1,089 | −0.290 | [−0.557, 0.032] | 0.077 | 96.6% | NS |
| H3b | Sanction Severity | 11 | 2,583 | −0.281 | [−0.413, −0.136] | <0.001 | 93.3% | S |
| H4b | Sanction Celerity | 2 | 414 | −0.137 | [−0.231, −0.041] | 0.005 | 0.0% | S |
| # | Construct | k | 95% CI | I2 | Outcome | |||
|---|---|---|---|---|---|---|---|---|
| H1a | Detection Certainty | 17 | 5,080 | 0.201 | [0.104, 0.295] | <0.001 | 91.1% | S |
| H2a | Sanction Certainty | 7 | 1,953 | 0.216 | [0.122, 0.307] | <0.001 | 74.7% | S |
| H3a | Sanction Severity | 22 | 6,546 | 0.191 | [0.111, 0.268] | <0.001 | 90.7% | S |
| H4a | Sanction Celerity | 4 | 1,347 | 0.211 | [0.069, 0.344] | 0.004 | 85.3% | S |
| H1b | Detection Certainty | 6 | 1,756 | −0.293 | [−0.502, −0.051] | 0.018 | 96.4% | S |
| H2b | Sanction Certainty | 6 | 1,089 | −0.290 | [−0.557, 0.032] | 0.077 | 96.6% | NS |
| H3b | Sanction Severity | 11 | 2,583 | −0.281 | [−0.413, −0.136] | <0.001 | 93.3% | S |
| H4b | Sanction Celerity | 2 | 414 | −0.137 | [−0.231, −0.041] | 0.005 | 0.0% | S |
Note(s): k = number of effect sizes; N = cumulative sample size; r = pooled correlation; I2 = heterogeneity; S = supported, NS = not supported
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