diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
index 6da67d197e..d029641b6e 100644
--- a/.github/workflows/test.yml
+++ b/.github/workflows/test.yml
@@ -93,7 +93,7 @@ jobs:
               -e "/gem 'rubocop-performance',/d" \
               -e "/gem 'rubocop-rspec',/d" -i Gemfile
           cat << EOF > Gemfile.local
-            gem 'rubocop', '1.33.0' # Specify the oldest supported RuboCop version
+            gem 'rubocop', '1.52.0' # Specify the oldest supported RuboCop version
           EOF
       - name: set up Ruby
         uses: ruby/setup-ruby@v1
diff --git a/changelog/fix_make_style_collection_compact_aware_of_params.md b/changelog/fix_make_style_collection_compact_aware_of_params.md
new file mode 100644
index 0000000000..e0ca6e169f
--- /dev/null
+++ b/changelog/fix_make_style_collection_compact_aware_of_params.md
@@ -0,0 +1 @@
+* [#1302](https://github.com/rubocop/rubocop-rails/pull/1302): Make `Style/CollectionMethods` aware of `params`. ([@koic][])
diff --git a/config/default.yml b/config/default.yml
index 4b389ce841..6c2f5f6756 100644
--- a/config/default.yml
+++ b/config/default.yml
@@ -1234,6 +1234,10 @@ Rails/WhereRange:
 Style/AndOr:
   EnforcedStyle: conditionals
 
+Style/CollectionCompact:
+  AllowedReceivers:
+    - params
+
 Style/FormatStringToken:
   AllowedMethods:
     - redirect
diff --git a/rubocop-rails.gemspec b/rubocop-rails.gemspec
index 99e503272c..d988e89a80 100644
--- a/rubocop-rails.gemspec
+++ b/rubocop-rails.gemspec
@@ -35,6 +35,6 @@ Gem::Specification.new do |s|
   # Rack::Utils::SYMBOL_TO_STATUS_CODE, which is used by HttpStatus cop, was
   # introduced in rack 1.1
   s.add_runtime_dependency 'rack', '>= 1.1'
-  s.add_runtime_dependency 'rubocop', '>= 1.33.0', '< 2.0'
+  s.add_runtime_dependency 'rubocop', '>= 1.52.0', '< 2.0'
   s.add_runtime_dependency 'rubocop-ast', '>= 1.31.1', '< 2.0'
 end