diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml
index 1fbf1fc..af0dff2 100644
--- a/.github/workflows/build.yml
+++ b/.github/workflows/build.yml
@@ -99,7 +99,7 @@ jobs:
           CTEST_OUTPUT_ON_FAILURE: 1
         run: |
           cd build
-          ctest --output-junit report.xml
+          ctest -C ${{ matrix.config.build_type }} --output-junit report.xml
 
       - name: Archive unit test results
         uses: actions/upload-artifact@v4
diff --git a/test/CMakeLists.txt b/test/CMakeLists.txt
index d5d102e..5ac8e64 100644
--- a/test/CMakeLists.txt
+++ b/test/CMakeLists.txt
@@ -7,14 +7,49 @@ add_definitions(-DDATADIR=\"${CMAKE_CURRENT_SOURCE_DIR}/../data\")
 set(TEST_CASES discrete continuous real sampling underflow_handling xmin_too_low)
 set(TEST_CASES_INTERNAL hzeta kolmogorov gss)
 
+# Borrowed from igraph
+function(correct_test_environment TEST_NAME)
+	if(WIN32 AND BUILD_SHARED_LIBS)
+		# On Windows the built plfit.dll is not automatically found by the tests. We therefore
+		# add the dir that contains the built igraph.dll to the path environment variable
+		# so that igraph.dll is found when running the tests.
+		set(PLFIT_LIBDIR $<TARGET_FILE_DIR:plfit>)
+
+		# The next line is necessitated by MinGW on Windows. MinGW uses forward slashes in
+		# PLFIT_LIBDIR, but we need to supply CTest with backslashes because CTest is executed
+		# in a cmd.exe shell. We therefore explicitly ensure that that path is transformed to a
+		# native path.
+		file(TO_NATIVE_PATH "${PLFIT_LIBDIR}" PLFIT_LIBDIR)
+
+		# Semicolons are used as list separators in CMake so we need to escape them in the PATH,
+		# otherwise the PATH envvar gets split by CMake before it passes the PATH on to CTest.
+		# We process each path separately to ensure it is a proper path. In particular, we need
+		# to ensure that a trailing backslash is not incorrectly interpreted as an escape
+		# character. Presumably, with cmake 3.20, this can be changed to using TO_NATIVE_PATH_LIST.
+		set(TEST_PATHS)
+		foreach (PATH $ENV{PATH})
+			file(TO_NATIVE_PATH "${PATH}" CORRECT_PATH)
+			# Remove trailing backslash
+			string(REGEX REPLACE "\\$" "" CORRECT_PATH ${CORRECT_PATH})
+			list(APPEND TEST_PATHS ${CORRECT_PATH})
+		endforeach()
+
+		# Join all paths in a single string, separated by an escaped semi-colon.
+		string(JOIN "\;" CORRECT_PATHS ${TEST_PATHS})
+		set_tests_properties(${TEST_NAME} PROPERTIES ENVIRONMENT "PATH=${PLFIT_LIBDIR}\;${CORRECT_PATHS}" )
+	endif()
+endfunction()
+
 foreach(test ${TEST_CASES})
 	add_executable(test_${test} test_${test}.c test_common.c)
 	target_link_libraries(test_${test} plfit ${MATH_LIBRARY})
-	add_test(test_${test} test_${test})
+	add_test(NAME test_${test} COMMAND test_${test})
+	correct_test_environment(test_${test})
 endforeach(test)
 
 foreach(test ${TEST_CASES_INTERNAL})
 	add_executable(test_${test} test_${test}.c test_common.c ${PROJECT_SOURCE_DIR}/src/${test}.c)
 	target_link_libraries(test_${test} plfit ${MATH_LIBRARY})
-	add_test(test_${test} test_${test})
+	add_test(NAME test_${test} COMMAND test_${test})
+	correct_test_environment(test_${test})
 endforeach(test)