diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 910fe12..05ce7bf 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -8,7 +8,7 @@ repos:
 
   # Standard hooks
   - repo: https://github.com/pre-commit/pre-commit-hooks
-    rev: v4.4.0
+    rev: v4.5.0
     hooks:
       - id: check-merge-conflict
       - id: end-of-file-fixer
@@ -26,7 +26,7 @@ repos:
 
   # Check for spelling
   - repo: https://github.com/codespell-project/codespell
-    rev: v2.2.5
+    rev: v2.2.6
     hooks:
       - id: codespell
         args: ["-L", "tre"]
@@ -39,7 +39,7 @@ repos:
 
   # Upgrade old Python syntax
   - repo: https://github.com/asottile/pyupgrade
-    rev: v3.13.0
+    rev: v3.15.0
     hooks:
       - id: pyupgrade
         args: [--py310-plus]
diff --git a/docs/ACRO_For_Researchers.md b/docs/ACRO_For_Researchers.md
index 5b778e1..4a42bd3 100644
--- a/docs/ACRO_For_Researchers.md
+++ b/docs/ACRO_For_Researchers.md
@@ -89,7 +89,7 @@ The finalise function will:
 
 ## Frequently Asked Questions
 ### What if I want to run my code many times before I decide exactly what to send for approval?
-ACRO naturally suppors this way of working. It will not produce the output folder until you are satisfied and add acro.finalise() to the end of your script.
+ACRO naturally supports this way of working. It will not produce the output folder until you are satisfied and add acro.finalise() to the end of your script.
 ### Why is my data exported as unformatted .csv files?
 The outputs are saved in row format (as csv files) for the output checkers to check and make decisions. Although, you can change the format, if you like, the csv files should be there for the checking.
 ### Why is ACRO Python-based ‘under-the-hood’?
diff --git a/test/test_stata_interface.py b/test/test_stata_interface.py
index 059091b..5cec20e 100644
--- a/test/test_stata_interface.py
+++ b/test/test_stata_interface.py
@@ -290,7 +290,7 @@ def test_stata_rename_outputs():
 
 
 def test_stata_incomplete_output_commands():
-    """Tests handling incomplete or wony outpu commands
+    """Tests handling incomplete or wrong output commands
     assumes simple table has been created by earlier tests.
     """
     # output to change not provided