diff --git a/python/CMakeLists.txt b/python/CMakeLists.txt
index 8e699fde45d2d..07acb9e31a731 100644
--- a/python/CMakeLists.txt
+++ b/python/CMakeLists.txt
@@ -259,30 +259,23 @@ macro(define_option name description arrow_option)
     # by default, first check if env variable exists, otherwise use Arrow C++ config
     set(env_variable "PYARROW_WITH_${name}")
     if(DEFINED ENV{${env_variable}})
-      message(STATUS "Env variable is defined: ${env_variable}=$ENV{${env_variable}}")
       if($ENV{${env_variable}})
         set("PYARROW_BUILD_${name}" ON)
-        message(STATUS "Setting ${name} to ON through env variable")
       else()
         set("PYARROW_BUILD_${name}" OFF)
-        message(STATUS "Setting ${name} to OFF through env variable")
       endif()
     else()
       if(${arrow_option})
         set("PYARROW_BUILD_${name}" ON)
-        message(STATUS "Setting ${name} to ON through Arrow C++ config")
       else()
         set("PYARROW_BUILD_${name}" OFF)
-        message(STATUS "Setting ${name} to OFF through Arrow C++ config")
       endif()
     endif()
   else()
     if("${PYARROW_${name}}")
       set("PYARROW_BUILD_${name}" ON)
-      message(STATUS "Setting ${name} to ON through CMake option")
     else()
       set("PYARROW_BUILD_${name}" OFF)
-      message(STATUS "Setting ${name} to OFF through CMake option")
     endif()
   endif()
 endmacro()