Correlation is not causation. Somewhere where there isn't for example a lot of police presence might have a lot of petty crime, but the inverse isn't true. Many authoritarian countries with completely corrupt legal systems enforce petty crimes harshly. If anything this tends to suggest an erosion of the rule of law, since the purpose of the rule of law is to weight different interests against each other with things like proportionality.
In Japan, it’s common to see politicians, business people, or celebrities lose their entire livelihood and reputation over crimes such as mistakes in accounting for business lunches amounting to a few hundred dollars, or possession of a few grams of pot. Likewise, even a hint of political favors or major financial shenanigans carry huge impact. There will be deep bowing, sincere tears, and deep, deep, lasting shaming and exile from professional circles. It’s what a culture that keeps shame alive looks like, and IMO it’s a lot healthier than places that let the rich walk free after being caught red-handed, while the poor get locked up for life or murdered by the state over trivial, non-violent crimes.