diff --git a/.github/workflows/cpp.yml b/.github/workflows/cpp.yml
index 2e673b9db9ef..6e8d82594060 100644
--- a/.github/workflows/cpp.yml
+++ b/.github/workflows/cpp.yml
@@ -32,6 +32,8 @@ on:
       - 'format/Flight.proto'
 
 env:
+  DOCKER_BUILDKIT: 0
+  COMPOSE_DOCKER_CLI_BUILD: 1
   ARROW_ENABLE_TIMING_TESTS: OFF
 
 jobs:
diff --git a/.github/workflows/cpp_cron.yml b/.github/workflows/cpp_cron.yml
index 318dd794b930..bcd0607d02d2 100644
--- a/.github/workflows/cpp_cron.yml
+++ b/.github/workflows/cpp_cron.yml
@@ -30,6 +30,8 @@ on:
         0 */12 * * *
 
 env:
+  DOCKER_BUILDKIT: 0
+  COMPOSE_DOCKER_CLI_BUILD: 1
   ARROW_ENABLE_TIMING_TESTS: OFF
 
 jobs:
diff --git a/.github/workflows/dev.yml b/.github/workflows/dev.yml
index 5919284363b5..89b272142aa5 100644
--- a/.github/workflows/dev.yml
+++ b/.github/workflows/dev.yml
@@ -22,6 +22,10 @@ on:
   push:
   pull_request:
 
+env:
+  DOCKER_BUILDKIT: 0
+  COMPOSE_DOCKER_CLI_BUILD: 1
+
 jobs:
 
   lint:
diff --git a/.github/workflows/go.yml b/.github/workflows/go.yml
index 10ea200cb48c..23ac7425f20d 100644
--- a/.github/workflows/go.yml
+++ b/.github/workflows/go.yml
@@ -29,6 +29,10 @@ on:
       - 'ci/**'
       - 'go/**'
 
+env:
+  DOCKER_BUILDKIT: 0
+  COMPOSE_DOCKER_CLI_BUILD: 1
+
 jobs:
 
   debian:
diff --git a/.github/workflows/integration.yml b/.github/workflows/integration.yml
index c0fc10ca8a3f..bcbd217901e6 100644
--- a/.github/workflows/integration.yml
+++ b/.github/workflows/integration.yml
@@ -41,6 +41,10 @@ on:
       - 'java/**'
       - 'format/**'
 
+env:
+  DOCKER_BUILDKIT: 0
+  COMPOSE_DOCKER_CLI_BUILD: 1
+
 jobs:
 
   conda-integration:
diff --git a/.github/workflows/java.yml b/.github/workflows/java.yml
index b1d43bfa46b7..79e030f1b8c7 100644
--- a/.github/workflows/java.yml
+++ b/.github/workflows/java.yml
@@ -35,6 +35,10 @@ on:
       - 'format/Flight.proto'
       - 'java/**'
 
+env:
+  DOCKER_BUILDKIT: 0
+  COMPOSE_DOCKER_CLI_BUILD: 1
+
 jobs:
 
   debian:
diff --git a/.github/workflows/java_jni.yml b/.github/workflows/java_jni.yml
index d855a69b667a..c31670c13542 100644
--- a/.github/workflows/java_jni.yml
+++ b/.github/workflows/java_jni.yml
@@ -31,6 +31,10 @@ on:
       - 'cpp/**'
       - 'java/**'
 
+env:
+  DOCKER_BUILDKIT: 0
+  COMPOSE_DOCKER_CLI_BUILD: 1
+
 jobs:
 
   debian:
diff --git a/.github/workflows/js.yml b/.github/workflows/js.yml
index d0632bdb3d0c..ddebe5b234ea 100644
--- a/.github/workflows/js.yml
+++ b/.github/workflows/js.yml
@@ -29,6 +29,10 @@ on:
       - 'ci/**'
       - 'js/**'
 
+env:
+  DOCKER_BUILDKIT: 0
+  COMPOSE_DOCKER_CLI_BUILD: 1
+
 jobs:
 
   debian:
diff --git a/.github/workflows/python.yml b/.github/workflows/python.yml
index 82418e92dce3..943c42e9c5f8 100644
--- a/.github/workflows/python.yml
+++ b/.github/workflows/python.yml
@@ -31,6 +31,10 @@ on:
       - 'cpp/**'
       - 'python/**'
 
+env:
+  DOCKER_BUILDKIT: 0
+  COMPOSE_DOCKER_CLI_BUILD: 1
+
 jobs:
 
   ubuntu:
diff --git a/.github/workflows/python_cron.yml b/.github/workflows/python_cron.yml
index 26c5cd7dbd5e..41c905497c98 100644
--- a/.github/workflows/python_cron.yml
+++ b/.github/workflows/python_cron.yml
@@ -28,6 +28,10 @@ on:
     - cron: |
         0 */12 * * *
 
+env:
+  DOCKER_BUILDKIT: 0
+  COMPOSE_DOCKER_CLI_BUILD: 1
+
 jobs:
 
   debian:
diff --git a/.github/workflows/r.yml b/.github/workflows/r.yml
index 5fe7fab9fcf8..d6b7b6490d74 100644
--- a/.github/workflows/r.yml
+++ b/.github/workflows/r.yml
@@ -39,6 +39,10 @@ on:
       - 'cpp/**'
       - 'r/**'
 
+env:
+  DOCKER_BUILDKIT: 0
+  COMPOSE_DOCKER_CLI_BUILD: 1
+
 jobs:
   ubuntu:
     name: AMD64 Ubuntu ${{ matrix.ubuntu }} R ${{ matrix.r }}
diff --git a/.github/workflows/ruby.yml b/.github/workflows/ruby.yml
index ff6b726f430c..ef0df90cb1da 100644
--- a/.github/workflows/ruby.yml
+++ b/.github/workflows/ruby.yml
@@ -33,6 +33,10 @@ on:
       - 'c_glib/**'
       - 'ruby/**'
 
+env:
+  DOCKER_BUILDKIT: 0
+  COMPOSE_DOCKER_CLI_BUILD: 1
+
 jobs:
 
   ubuntu:
diff --git a/.github/workflows/rust.yml b/.github/workflows/rust.yml
index 3d474889dd67..434185855603 100644
--- a/.github/workflows/rust.yml
+++ b/.github/workflows/rust.yml
@@ -35,6 +35,10 @@ on:
       - 'rust/**'
       - 'format/Flight.proto'
 
+env:
+  DOCKER_BUILDKIT: 0
+  COMPOSE_DOCKER_CLI_BUILD: 1
+
 jobs:
 
   debian: