diff --git a/DESCRIPTION b/DESCRIPTION
index fc72c6fa1..cbe8da2cd 100644
--- a/DESCRIPTION
+++ b/DESCRIPTION
@@ -95,7 +95,7 @@ Suggests:
     lavaan,
     lme4,
     logspline (>= 2.1.21),
-    marginaleffects (>= 0.21.0),
+    marginaleffects (>= 0.24.0),
     MASS,
     mclust,
     mediation,
diff --git a/R/utils.R b/R/utils.R
index e8aa83116..9bf719549 100644
--- a/R/utils.R
+++ b/R/utils.R
@@ -293,8 +293,8 @@
 #' @keywords internal
 .get_marginaleffects_draws <- function(object) {
   # errors and checks are handled by marginaleffects
-  insight::check_if_installed("marginaleffects")
-  data.frame(marginaleffects::posterior_draws(object, shape = "DxP"))
+  insight::check_if_installed("marginaleffects", minimum_version = "0.24.0")
+  data.frame(marginaleffects::get_draws(object, shape = "DxP"))
 }
 
 #' @keywords internal
diff --git a/tests/testthat/test-marginaleffects.R b/tests/testthat/test-marginaleffects.R
index a49c16f4d..8fb654499 100644
--- a/tests/testthat/test-marginaleffects.R
+++ b/tests/testthat/test-marginaleffects.R
@@ -1,7 +1,7 @@
 skip_on_cran()
 skip_if_not_installed("withr")
 skip_if_not_installed("rstanarm")
-skip_if_not_installed("marginaleffects")
+skip_if_not_installed("marginaleffects", minimum_version = "0.24.0")
 skip_if_not_installed("collapse")
 
 withr::with_environment(