diff --git a/arrow-cast/src/parse.rs b/arrow-cast/src/parse.rs
index b8f806a89cfc..a29b913920e7 100644
--- a/arrow-cast/src/parse.rs
+++ b/arrow-cast/src/parse.rs
@@ -479,19 +479,19 @@ const ERR_NANOSECONDS_NOT_SUPPORTED: &str = "The dates that can be represented a
 
 impl Parser for Date32Type {
     fn parse(string: &str) -> Option<i32> {
-        let date = string.parse::<chrono::NaiveDate>().ok()?;
+        let date = parse_date(string.as_bytes().try_into().ok()?).ok()?;
         Some(date.num_days_from_ce() - EPOCH_DAYS_FROM_CE)
     }
 
     fn parse_formatted(string: &str, format: &str) -> Option<i32> {
-        let date = chrono::NaiveDate::parse_from_str(string, format).ok()?;
+        let date = NaiveDate::parse_from_str(string, format).ok()?;
         Some(date.num_days_from_ce() - EPOCH_DAYS_FROM_CE)
     }
 }
 
 impl Parser for Date64Type {
     fn parse(string: &str) -> Option<i64> {
-        let date_time = string.parse::<NaiveDateTime>().ok()?;
+        let date_time = string_to_datetime(&Utc, string).ok()?;
         Some(date_time.timestamp_millis())
     }