diff --git a/fmriprep/cli/parser.py b/fmriprep/cli/parser.py
index 26506d63..a734c454 100644
--- a/fmriprep/cli/parser.py
+++ b/fmriprep/cli/parser.py
@@ -794,9 +794,9 @@ def parse_args(args=None, namespace=None):
     config.from_dict(vars(opts), init=['nipype'])
 
     if not config.execution.notrack:
-        import pkgutil
+        import importlib.util
 
-        if pkgutil.find_loader('sentry_sdk') is None:
+        if importlib.util.find_spec('sentry_sdk') is None:
             config.execution.notrack = True
             config.loggers.cli.warning('Telemetry disabled because sentry_sdk is not installed.')
         else: