diff --git a/.github/workflows/integration-test.yml b/.github/workflows/integration-test.yml
index 18c743d2cb..858f6d47a7 100644
--- a/.github/workflows/integration-test.yml
+++ b/.github/workflows/integration-test.yml
@@ -47,8 +47,12 @@ jobs:
       - name: Install Docker on macOS
         if: runner.os == 'macos'
         run: |
-          brew install docker
+          brew install docker docker-compose
           colima start
       - name: Test network integration with pytest
         run: |
-          make integration-test
+          if [[ "${{ matrix.os }}" == "macos"* ]];then
+            make integration-test DOCKER_COMPOSE=docker-compose
+          else
+            make integration-test
+          fi
diff --git a/Makefile b/Makefile
index 6be39d7a1c..06e864d194 100644
--- a/Makefile
+++ b/Makefile
@@ -9,6 +9,8 @@ TESTDIR = $(CURDIR)/tests
 PYTEST_ARGS = --continue-on-collection-errors
 VERSION = $(shell cat VERSION)
 
+DOCKER_COMPOSE = docker compose
+
 SPHINX_APIDOC =
 
 BUILD_ORDER = ocrd_utils ocrd_models ocrd_modelfactory ocrd_validators ocrd_network ocrd
@@ -219,10 +221,10 @@ test: assets
 
 INTEGRATION_TEST_IN_DOCKER = docker exec core_test
 integration-test:
-	docker compose -f tests/network/docker-compose.yml up -d
+	$(DOCKER_COMPOSE) --file tests/network/docker-compose.yml up -d
 	sleep 20
 	$(INTEGRATION_TEST_IN_DOCKER) pytest -k 'test_rmq or test_db or test_processing_server' -v
-	docker compose -f tests/network/docker-compose.yml down --remove-orphans
+	$(DOCKER_COMPOSE) --file tests/network/docker-compose.yml down --remove-orphans
 
 benchmark:
 	$(PYTHON) -m pytest $(TESTDIR)/model/test_ocrd_mets_bench.py