diff --git a/.github/workflows/dev.yml b/.github/workflows/dev.yml
index 4242af55c3..12968bbcca 100644
--- a/.github/workflows/dev.yml
+++ b/.github/workflows/dev.yml
@@ -38,7 +38,7 @@ jobs:
           fetch-depth: 0
           persist-credentials: false
 
-      - uses: actions/setup-python@v5
+      - uses: actions/setup-python@v6
         with:
           python-version: '3.x'
       - name: pre-commit (cache)
diff --git a/.github/workflows/rc.yml b/.github/workflows/rc.yml
index 9a8d7d9563..5d3e1d1473 100644
--- a/.github/workflows/rc.yml
+++ b/.github/workflows/rc.yml
@@ -201,7 +201,7 @@ jobs:
           repository: apache/parquet-testing
           path: arrow/cpp/submodules/parquet-testing
       - name: Set up Python
-        uses: actions/setup-python@0b93645e9fea7318ecaed2b359559ac225c90a2b # v5.3.0
+        uses: actions/setup-python@v6
         with:
           cache: 'pip'
           python-version: 3.12
@@ -452,7 +452,7 @@ jobs:
       contents: read
       packages: write
     steps:
-      - uses: actions/setup-python@0b93645e9fea7318ecaed2b359559ac225c90a2b # v5.3.0
+      - uses: actions/setup-python@v6
         with:
           cache: 'pip'
       - name: Download source archive
diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
index 5d420d1f91..65fbc262fc 100644
--- a/.github/workflows/test.yml
+++ b/.github/workflows/test.yml
@@ -196,7 +196,7 @@ jobs:
           key: integration-conda-${{ hashFiles('cpp/**') }}
           restore-keys: integration-conda-
       - name: Setup Python
-        uses: actions/setup-python@v5
+        uses: actions/setup-python@v6
         with:
           python-version: 3.12
       - name: Setup Archery