diff --git a/.github/workflows/R-CMD-check.yaml b/.github/workflows/R-CMD-check.yaml
index 4801defc..ad673e39 100644
--- a/.github/workflows/R-CMD-check.yaml
+++ b/.github/workflows/R-CMD-check.yaml
@@ -86,8 +86,11 @@ jobs:
           sudo /usr/X11/bin/xvfb :1 -screen 1 1024x768x24 -ac &
 
       - uses: r-lib/actions/setup-r-dependencies@v2
+
+      - uses: actions/cache@v1
         with:
-          cache-version: 4
+          path: ${{ env.R_LIBS_USER }}
+          key: ${{ runner.os }}-r-${{ matrix.config.r }}-${{ hashFiles('DESCRIPTION') }}
 
       - uses: r-lib/actions/check-r-package@v2
         with:
diff --git a/.github/workflows/pkgdown.yaml b/.github/workflows/pkgdown.yaml
index e388d1f3..cc66301c 100644
--- a/.github/workflows/pkgdown.yaml
+++ b/.github/workflows/pkgdown.yaml
@@ -25,8 +25,6 @@ jobs:
       - uses: r-lib/actions/setup-r@v2
 
       - uses: r-lib/actions/setup-r-dependencies@v2
-        with:
-          cache-version: 4
 
       - name: Install package
         shell: Rscript {0}
diff --git a/.github/workflows/test-coverage.yaml b/.github/workflows/test-coverage.yaml
index 1cbc5d82..6107de8d 100644
--- a/.github/workflows/test-coverage.yaml
+++ b/.github/workflows/test-coverage.yaml
@@ -29,8 +29,6 @@ jobs:
         run: sudo apt-get install -yq libglu1-mesa-dev libcurl4-openssl-dev libharfbuzz-dev libfribidi-dev libfftw3-dev
 
       - uses: r-lib/actions/setup-r-dependencies@v2
-        with:
-          cache-version: 4
 
       - name: Test coverage
         shell: Rscript {0}