Protecting research confidentiality is an integral principle of all social sciences and humanities ethics codes. But what if a court were to want access to confidential research information, either in pursuit of civil litigation or a criminal case? In Canada, only Statistics Canada research information enjoys an evidentiary privilege—a court cannot compel its disclosure. All other researchers would have to turn to common law to defend confidential research. The onus would be on them to prove on a case-by-case basis that confidential research information should remain confidential, thereby creating the possibility that a court might order its disclosure. The first part of the article identifies five problems arising from this current state of the law. Statute-based protections of research confidentiality would go a long way toward resolving these problems. But what would these protections look like? Who would administer them? The second half of the article examines statute-based protections of evidentiary privilege, including the Canadian Statistics Act and Canada Evidence Act, and US “confidentiality certificates” (for certain kinds of health research) and “privacy certificates” (for certain kinds of criminological research) with an eye toward formulating criteria that a Canadian research shield law might emulate.