diff --git a/CHANGELOG.rst b/CHANGELOG.rst
index 0632699..7a90a62 100644
--- a/CHANGELOG.rst
+++ b/CHANGELOG.rst
@@ -23,6 +23,8 @@ Changed
 - Separate SQL code from db_init function
 - Update to psycopg 3.0
 - Add more protection against bad stats options
+- Upgrade docker image to python 3.11
+- Update docker-compose file to use postgres 16
 
 Fixed
 -----
diff --git a/Dockerfile b/Dockerfile
index dd9dd0d..5ddcfb9 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,11 +1,11 @@
-FROM python:3.9
+FROM python:3.11
 
 WORKDIR /usr/src/app
 
 COPY . .
 RUN pip install .
 
-ENV TZ="America/Toronto" \
+ENV TZ="America/New_York" \
 	BOT_TOKEN=-1 \
 	CHAT_ID=0 \
 	POSTGRES_USER=postgres \
@@ -13,4 +13,4 @@ ENV TZ="America/Toronto" \
 	POSTGRES_HOST=db \
 	POSTGRES_DB=telegram_bot
 
-CMD [ "sh", "-c", "python -m telegram_stats_bot.main --tz=$TZ $BOT_TOKEN $CHAT_ID postgresql://$POSTGRES_USER:$POSTGRES_PASSWORD@$POSTGRES_HOST/$POSTGRES_DB" ]
+CMD [ "sh", "-c", "python -m telegram_stats_bot.main --tz=$TZ $BOT_TOKEN $CHAT_ID postgresql+psycopg://$POSTGRES_USER:$POSTGRES_PASSWORD@$POSTGRES_HOST/$POSTGRES_DB" ]
diff --git a/docker-compose.yml b/docker-compose.yml
index 621d44f..ffc67e4 100644
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -17,7 +17,7 @@ services:
       POSTGRES_HOST: db
       POSTGRES_DB: telegram_bot
   db:
-    image: postgres:12
+    image: postgres:16
     restart: always
     volumes:
       - db-data:/var/lib/postgresql/data