Can I call the police if I still owe money?

You can call the police no matter how much money you owe.

In accordance with the "Labor and Social Security Supervision Regulations", the employer shall be supervised and inspected in accordance with the law and ordered to pay the wages in arrears. However, because the boss's wage arrears are generally labor disputes, it will be difficult to deal with them after calling the police. It is best to go to labor arbitration or appeal.

Article 9 of the "Labor Dispute Mediation and Arbitration Law": If the employer violates national regulations and defaults on or fails to pay labor remuneration in full, or defaults on medical expenses, economic compensation or compensation for work-related injuries, the employee may file a complaint with the employer. If a complaint is made to the labor administrative department, the labor administrative department shall handle it in accordance with the law.