diff --git a/parquet/src/column/writer/encoder.rs b/parquet/src/column/writer/encoder.rs
index 92d8f20d82f1..dc26b2049082 100644
--- a/parquet/src/column/writer/encoder.rs
+++ b/parquet/src/column/writer/encoder.rs
@@ -15,7 +15,9 @@
 // specific language governing permissions and limitations
 // under the License.
 
-use crate::basic::{Encoding, Type};
+use half::f16;
+
+use crate::basic::{Encoding, LogicalType, Type};
 use crate::bloom_filter::Sbbf;
 use crate::column::writer::{
     compare_greater, fallback_encoding, has_dictionary_support, is_nan, update_max, update_min,
@@ -317,14 +319,14 @@ where
     //
     // For max, it has similar logic but will be written as 0.0
     // (positive zero)
-    let min = replace_zero(min, -0.0);
-    let max = replace_zero(max, 0.0);
+    let min = replace_zero(min, descr, -0.0);
+    let max = replace_zero(max, descr, 0.0);
 
     Some((min, max))
 }
 
 #[inline]
-fn replace_zero<T: ParquetValueType>(val: &T, replace: f32) -> T {
+fn replace_zero<T: ParquetValueType>(val: &T, descr: &ColumnDescriptor, replace: f32) -> T {
     match T::PHYSICAL_TYPE {
         Type::FLOAT if f32::from_le_bytes(val.as_bytes().try_into().unwrap()) == 0.0 => {
             T::try_from_le_slice(&f32::to_le_bytes(replace)).unwrap()
@@ -332,6 +334,12 @@ fn replace_zero<T: ParquetValueType>(val: &T, replace: f32) -> T {
         Type::DOUBLE if f64::from_le_bytes(val.as_bytes().try_into().unwrap()) == 0.0 => {
             T::try_from_le_slice(&f64::to_le_bytes(replace as f64)).unwrap()
         }
+        Type::FIXED_LEN_BYTE_ARRAY
+            if descr.logical_type() == Some(LogicalType::Float16)
+                && f16::from_le_bytes(val.as_bytes().try_into().unwrap()) == f16::NEG_ZERO =>
+        {
+            T::try_from_le_slice(&f16::to_le_bytes(f16::from_f32(replace))).unwrap()
+        }
         _ => val.clone(),
     }
 }
diff --git a/parquet/src/column/writer/mod.rs b/parquet/src/column/writer/mod.rs
index 60427c9d332c..ceaa6996794c 100644
--- a/parquet/src/column/writer/mod.rs
+++ b/parquet/src/column/writer/mod.rs
@@ -2170,6 +2170,62 @@ mod tests {
         assert!(stats.is_min_max_backwards_compatible());
     }
 
+    #[test]
+    fn test_float16_statistics_zero_only() {
+        let input = [f16::ZERO]
+            .into_iter()
+            .map(|s| ByteArray::from(s).into())
+            .collect::<Vec<_>>();
+
+        let stats = float16_statistics_roundtrip(&input);
+        assert!(stats.has_min_max_set());
+        assert!(stats.is_min_max_backwards_compatible());
+        assert_eq!(stats.min(), &ByteArray::from(f16::NEG_ZERO));
+        assert_eq!(stats.max(), &ByteArray::from(f16::ZERO));
+    }
+
+    #[test]
+    fn test_float16_statistics_neg_zero_only() {
+        let input = [f16::NEG_ZERO]
+            .into_iter()
+            .map(|s| ByteArray::from(s).into())
+            .collect::<Vec<_>>();
+
+        let stats = float16_statistics_roundtrip(&input);
+        assert!(stats.has_min_max_set());
+        assert!(stats.is_min_max_backwards_compatible());
+        assert_eq!(stats.min(), &ByteArray::from(f16::NEG_ZERO));
+        assert_eq!(stats.max(), &ByteArray::from(f16::ZERO));
+    }
+
+    #[test]
+    fn test_float16_statistics_zero_min() {
+        let input = [f16::ZERO, f16::ONE, f16::NAN, f16::PI]
+            .into_iter()
+            .map(|s| ByteArray::from(s).into())
+            .collect::<Vec<_>>();
+
+        let stats = float16_statistics_roundtrip(&input);
+        assert!(stats.has_min_max_set());
+        assert!(stats.is_min_max_backwards_compatible());
+        assert_eq!(stats.min(), &ByteArray::from(f16::NEG_ZERO));
+        assert_eq!(stats.max(), &ByteArray::from(f16::PI));
+    }
+
+    #[test]
+    fn test_float16_statistics_neg_zero_max() {
+        let input = [f16::NEG_ZERO, f16::NEG_ONE, f16::NAN, -f16::PI]
+            .into_iter()
+            .map(|s| ByteArray::from(s).into())
+            .collect::<Vec<_>>();
+
+        let stats = float16_statistics_roundtrip(&input);
+        assert!(stats.has_min_max_set());
+        assert!(stats.is_min_max_backwards_compatible());
+        assert_eq!(stats.min(), &ByteArray::from(-f16::PI));
+        assert_eq!(stats.max(), &ByteArray::from(f16::ZERO));
+    }
+
     #[test]
     fn test_float_statistics_nan_middle() {
         let stats = statistics_roundtrip::<FloatType>(&[1.0, f32::NAN, 2.0]);