diff --git a/arrow-flight/src/encode.rs b/arrow-flight/src/encode.rs
index 3ca192d0bb93..315b7b3cb6e5 100644
--- a/arrow-flight/src/encode.rs
+++ b/arrow-flight/src/encode.rs
@@ -535,8 +535,10 @@ fn prepare_field_for_flight(
                 )
                 .with_metadata(field.metadata().clone())
             } else {
+                #[allow(deprecated)]
                 let dict_id = dictionary_tracker.set_dict_id(field.as_ref());
 
+                #[allow(deprecated)]
                 Field::new_dict(
                     field.name(),
                     field.data_type().clone(),
@@ -583,7 +585,9 @@ fn prepare_schema_for_flight(
                     )
                     .with_metadata(field.metadata().clone())
                 } else {
+                    #[allow(deprecated)]
                     let dict_id = dictionary_tracker.set_dict_id(field.as_ref());
+                    #[allow(deprecated)]
                     Field::new_dict(
                         field.name(),
                         field.data_type().clone(),
@@ -650,10 +654,12 @@ struct FlightIpcEncoder {
 
 impl FlightIpcEncoder {
     fn new(options: IpcWriteOptions, error_on_replacement: bool) -> Self {
+        #[allow(deprecated)]
         let preserve_dict_id = options.preserve_dict_id();
         Self {
             options,
             data_gen: IpcDataGenerator::default(),
+            #[allow(deprecated)]
             dictionary_tracker: DictionaryTracker::new_with_preserve_dict_id(
                 error_on_replacement,
                 preserve_dict_id,
@@ -1541,6 +1547,7 @@ mod tests {
     async fn verify_flight_round_trip(mut batches: Vec<RecordBatch>) {
         let expected_schema = batches.first().unwrap().schema();
 
+        #[allow(deprecated)]
         let encoder = FlightDataEncoderBuilder::default()
             .with_options(IpcWriteOptions::default().with_preserve_dict_id(false))
             .with_dictionary_handling(DictionaryHandling::Resend)
@@ -1568,6 +1575,7 @@ mod tests {
             HashMap::from([("some_key".to_owned(), "some_value".to_owned())]),
         );
 
+        #[allow(deprecated)]
         let mut dictionary_tracker = DictionaryTracker::new_with_preserve_dict_id(false, true);
 
         let got = prepare_schema_for_flight(&schema, &mut dictionary_tracker, false);
@@ -1598,6 +1606,7 @@ mod tests {
         options: &IpcWriteOptions,
     ) -> (Vec<FlightData>, FlightData) {
         let data_gen = IpcDataGenerator::default();
+        #[allow(deprecated)]
         let mut dictionary_tracker =
             DictionaryTracker::new_with_preserve_dict_id(false, options.preserve_dict_id());
 
diff --git a/arrow-flight/src/lib.rs b/arrow-flight/src/lib.rs
index 81fa99faeb93..1dd2700794f3 100644
--- a/arrow-flight/src/lib.rs
+++ b/arrow-flight/src/lib.rs
@@ -143,6 +143,7 @@ pub struct IpcMessage(pub Bytes);
 
 fn flight_schema_as_encoded_data(arrow_schema: &Schema, options: &IpcWriteOptions) -> EncodedData {
     let data_gen = writer::IpcDataGenerator::default();
+    #[allow(deprecated)]
     let mut dict_tracker =
         writer::DictionaryTracker::new_with_preserve_dict_id(false, options.preserve_dict_id());
     data_gen.schema_to_bytes_with_dictionary_tracker(arrow_schema, &mut dict_tracker, options)
diff --git a/arrow-flight/src/utils.rs b/arrow-flight/src/utils.rs
index 3242f511ae61..428dde73ca6c 100644
--- a/arrow-flight/src/utils.rs
+++ b/arrow-flight/src/utils.rs
@@ -90,6 +90,7 @@ pub fn batches_to_flight_data(
     let mut flight_data = vec![];
 
     let data_gen = writer::IpcDataGenerator::default();
+    #[allow(deprecated)]
     let mut dictionary_tracker =
         writer::DictionaryTracker::new_with_preserve_dict_id(false, options.preserve_dict_id());
 
diff --git a/arrow-integration-test/src/field.rs b/arrow-integration-test/src/field.rs
index 32edc4165938..c4cc94d0c69c 100644
--- a/arrow-integration-test/src/field.rs
+++ b/arrow-integration-test/src/field.rs
@@ -252,6 +252,7 @@ pub fn field_from_json(json: &serde_json::Value) -> Result<Field> {
                 _ => data_type,
             };
 
+            #[allow(deprecated)]
             let mut field = Field::new_dict(name, data_type, nullable, dict_id, dict_is_ordered);
             field.set_metadata(metadata);
             Ok(field)
@@ -274,17 +275,21 @@ pub fn field_to_json(field: &Field) -> serde_json::Value {
     };
 
     match field.data_type() {
-        DataType::Dictionary(ref index_type, ref value_type) => serde_json::json!({
-            "name": field.name(),
-            "nullable": field.is_nullable(),
-            "type": data_type_to_json(value_type),
-            "children": children,
-            "dictionary": {
-                "id": field.dict_id().unwrap(),
-                "indexType": data_type_to_json(index_type),
-                "isOrdered": field.dict_is_ordered().unwrap(),
-            }
-        }),
+        DataType::Dictionary(ref index_type, ref value_type) => {
+            #[allow(deprecated)]
+            let dict_id = field.dict_id().unwrap();
+            serde_json::json!({
+                "name": field.name(),
+                "nullable": field.is_nullable(),
+                "type": data_type_to_json(value_type),
+                "children": children,
+                "dictionary": {
+                    "id": dict_id,
+                    "indexType": data_type_to_json(index_type),
+                    "isOrdered": field.dict_is_ordered().unwrap(),
+                }
+            })
+        },
         _ => serde_json::json!({
             "name": field.name(),
             "nullable": field.is_nullable(),
diff --git a/arrow-integration-test/src/lib.rs b/arrow-integration-test/src/lib.rs
index a25f07ded1d9..f025009c22de 100644
--- a/arrow-integration-test/src/lib.rs
+++ b/arrow-integration-test/src/lib.rs
@@ -787,6 +787,7 @@ pub fn array_from_json(
             Ok(Arc::new(array))
         }
         DataType::Dictionary(key_type, value_type) => {
+            #[allow(deprecated)]
             let dict_id = field.dict_id().ok_or_else(|| {
                 ArrowError::JsonError(format!("Unable to find dict_id for field {field:?}"))
             })?;
@@ -930,10 +931,12 @@ pub fn dictionary_array_from_json(
             let null_buf = create_null_buf(&json_col);
 
             // build the key data into a buffer, then construct values separately
+            #[allow(deprecated)]
             let key_field = Field::new_dict(
                 "key",
                 dict_key.clone(),
                 field.is_nullable(),
+                #[allow(deprecated)]
                 field
                     .dict_id()
                     .expect("Dictionary fields must have a dict_id value"),
diff --git a/arrow-integration-test/src/schema.rs b/arrow-integration-test/src/schema.rs
index fb91aba00df3..512f0aed8e54 100644
--- a/arrow-integration-test/src/schema.rs
+++ b/arrow-integration-test/src/schema.rs
@@ -189,6 +189,7 @@ mod tests {
                 Field::new("c30", DataType::Duration(TimeUnit::Millisecond), false),
                 Field::new("c31", DataType::Duration(TimeUnit::Microsecond), false),
                 Field::new("c32", DataType::Duration(TimeUnit::Nanosecond), false),
+                #[allow(deprecated)]
                 Field::new_dict(
                     "c33",
                     DataType::Dictionary(Box::new(DataType::Int32), Box::new(DataType::Utf8)),
diff --git a/arrow-integration-testing/src/flight_client_scenarios/integration_test.rs b/arrow-integration-testing/src/flight_client_scenarios/integration_test.rs
index 62cdca975b0e..406419028d00 100644
--- a/arrow-integration-testing/src/flight_client_scenarios/integration_test.rs
+++ b/arrow-integration-testing/src/flight_client_scenarios/integration_test.rs
@@ -72,6 +72,7 @@ async fn upload_data(
     let (mut upload_tx, upload_rx) = mpsc::channel(10);
 
     let options = arrow::ipc::writer::IpcWriteOptions::default();
+    #[allow(deprecated)]
     let mut dict_tracker =
         writer::DictionaryTracker::new_with_preserve_dict_id(false, options.preserve_dict_id());
     let data_gen = writer::IpcDataGenerator::default();
diff --git a/arrow-integration-testing/src/flight_server_scenarios/integration_test.rs b/arrow-integration-testing/src/flight_server_scenarios/integration_test.rs
index 277217500813..92989a20393e 100644
--- a/arrow-integration-testing/src/flight_server_scenarios/integration_test.rs
+++ b/arrow-integration-testing/src/flight_server_scenarios/integration_test.rs
@@ -119,6 +119,7 @@ impl FlightService for FlightServiceImpl {
             .ok_or_else(|| Status::not_found(format!("Could not find flight. {key}")))?;
 
         let options = arrow::ipc::writer::IpcWriteOptions::default();
+        #[allow(deprecated)]
         let mut dictionary_tracker =
             writer::DictionaryTracker::new_with_preserve_dict_id(false, options.preserve_dict_id());
         let data_gen = writer::IpcDataGenerator::default();
diff --git a/arrow-ipc/src/convert.rs b/arrow-ipc/src/convert.rs
index 0aa07a6a47d2..37c5a19439c1 100644
--- a/arrow-ipc/src/convert.rs
+++ b/arrow-ipc/src/convert.rs
@@ -165,6 +165,7 @@ pub fn schema_to_fb_offset<'a>(
 impl From<crate::Field<'_>> for Field {
     fn from(field: crate::Field) -> Field {
         let arrow_field = if let Some(dictionary) = field.dictionary() {
+            #[allow(deprecated)]
             Field::new_dict(
                 field.name().unwrap(),
                 get_data_type(field, true),
@@ -519,6 +520,7 @@ pub(crate) fn build_field<'a>(
         match dictionary_tracker {
             Some(tracker) => Some(get_fb_dictionary(
                 index_type,
+                #[allow(deprecated)]
                 tracker.set_dict_id(field),
                 field
                     .dict_is_ordered()
@@ -527,6 +529,7 @@ pub(crate) fn build_field<'a>(
             )),
             None => Some(get_fb_dictionary(
                 index_type,
+                #[allow(deprecated)]
                 field
                     .dict_id()
                     .expect("Dictionary type must have a dictionary id"),
@@ -1143,6 +1146,7 @@ mod tests {
                     ),
                     true,
                 ),
+                #[allow(deprecated)]
                 Field::new_dict(
                     "dictionary<int32, utf8>",
                     DataType::Dictionary(Box::new(DataType::Int32), Box::new(DataType::Utf8)),
@@ -1150,6 +1154,7 @@ mod tests {
                     123,
                     true,
                 ),
+                #[allow(deprecated)]
                 Field::new_dict(
                     "dictionary<uint8, uint32>",
                     DataType::Dictionary(Box::new(DataType::UInt8), Box::new(DataType::UInt32)),
diff --git a/arrow-ipc/src/reader.rs b/arrow-ipc/src/reader.rs
index 481fefbd5fbc..9ff4da30ed8c 100644
--- a/arrow-ipc/src/reader.rs
+++ b/arrow-ipc/src/reader.rs
@@ -196,6 +196,7 @@ fn create_array(
             let index_node = reader.next_node(field)?;
             let index_buffers = [reader.next_buffer()?, reader.next_buffer()?];
 
+            #[allow(deprecated)]
             let dict_id = field.dict_id().ok_or_else(|| {
                 ArrowError::ParseError(format!("Field {field} does not have dict id"))
             })?;
@@ -617,6 +618,7 @@ fn read_dictionary_impl(
     }
 
     let id = batch.id();
+    #[allow(deprecated)]
     let fields_using_this_dictionary = schema.fields_with_dict_id(id);
     let first_field = fields_using_this_dictionary.first().ok_or_else(|| {
         ArrowError::InvalidArgumentError(format!("dictionary id {id} not found in schema"))
@@ -1725,6 +1727,7 @@ mod tests {
         let mut writer = crate::writer::FileWriter::try_new_with_options(
             &mut buf,
             batch.schema_ref(),
+            #[allow(deprecated)]
             IpcWriteOptions::default().with_preserve_dict_id(false),
         )
         .unwrap();
@@ -1869,6 +1872,7 @@ mod tests {
         let key_dict_keys = Int8Array::from_iter_values([0, 0, 2, 1, 1, 3]);
         let key_dict_array = DictionaryArray::new(key_dict_keys, values);
 
+        #[allow(deprecated)]
         let keys_field = Arc::new(Field::new_dict(
             "keys",
             DataType::Dictionary(Box::new(DataType::Int8), Box::new(DataType::Utf8)),
@@ -1876,6 +1880,7 @@ mod tests {
             1,
             false,
         ));
+        #[allow(deprecated)]
         let values_field = Arc::new(Field::new_dict(
             "values",
             DataType::Dictionary(Box::new(DataType::Int8), Box::new(DataType::Utf8)),
@@ -1956,6 +1961,7 @@ mod tests {
     #[test]
     fn test_roundtrip_stream_dict_of_list_of_dict() {
         // list
+        #[allow(deprecated)]
         let list_data_type = DataType::List(Arc::new(Field::new_dict(
             "item",
             DataType::Dictionary(Box::new(DataType::Int8), Box::new(DataType::Utf8)),
@@ -1967,6 +1973,7 @@ mod tests {
         test_roundtrip_stream_dict_of_list_of_dict_impl::<i32, i32>(list_data_type, offsets);
 
         // large list
+        #[allow(deprecated)]
         let list_data_type = DataType::LargeList(Arc::new(Field::new_dict(
             "item",
             DataType::Dictionary(Box::new(DataType::Int8), Box::new(DataType::Utf8)),
@@ -1985,6 +1992,7 @@ mod tests {
         let dict_array = DictionaryArray::new(keys, Arc::new(values));
         let dict_data = dict_array.into_data();
 
+        #[allow(deprecated)]
         let list_data_type = DataType::FixedSizeList(
             Arc::new(Field::new_dict(
                 "item",
@@ -2075,6 +2083,7 @@ mod tests {
 
         let key_dict_keys = Int8Array::from_iter_values([0, 0, 1, 2, 0, 1, 3]);
         let key_dict_array = DictionaryArray::new(key_dict_keys, utf8_view_array.clone());
+        #[allow(deprecated)]
         let keys_field = Arc::new(Field::new_dict(
             "keys",
             DataType::Dictionary(Box::new(DataType::Int8), Box::new(DataType::Utf8View)),
@@ -2085,6 +2094,7 @@ mod tests {
 
         let value_dict_keys = Int8Array::from_iter_values([0, 3, 0, 1, 2, 0, 1]);
         let value_dict_array = DictionaryArray::new(value_dict_keys, bin_view_array);
+        #[allow(deprecated)]
         let values_field = Arc::new(Field::new_dict(
             "values",
             DataType::Dictionary(Box::new(DataType::Int8), Box::new(DataType::BinaryView)),
@@ -2150,6 +2160,7 @@ mod tests {
         .unwrap();
 
         let gen = IpcDataGenerator {};
+        #[allow(deprecated)]
         let mut dict_tracker = DictionaryTracker::new_with_preserve_dict_id(false, true);
         let (_, encoded) = gen
             .encoded_batch(&batch, &mut dict_tracker, &Default::default())
@@ -2187,6 +2198,7 @@ mod tests {
         .unwrap();
 
         let gen = IpcDataGenerator {};
+        #[allow(deprecated)]
         let mut dict_tracker = DictionaryTracker::new_with_preserve_dict_id(false, true);
         let (_, encoded) = gen
             .encoded_batch(&batch, &mut dict_tracker, &Default::default())
@@ -2326,6 +2338,7 @@ mod tests {
                 ["a", "b"]
                     .iter()
                     .map(|name| {
+                        #[allow(deprecated)]
                         Field::new_dict(
                             name.to_string(),
                             DataType::Dictionary(
@@ -2360,6 +2373,7 @@ mod tests {
             let mut writer = crate::writer::StreamWriter::try_new_with_options(
                 &mut buf,
                 batch.schema().as_ref(),
+                #[allow(deprecated)]
                 crate::writer::IpcWriteOptions::default().with_preserve_dict_id(false),
             )
             .expect("Failed to create StreamWriter");
diff --git a/arrow-ipc/src/reader/stream.rs b/arrow-ipc/src/reader/stream.rs
index de5f5bdd629f..9b0eea9b6198 100644
--- a/arrow-ipc/src/reader/stream.rs
+++ b/arrow-ipc/src/reader/stream.rs
@@ -324,6 +324,7 @@ mod tests {
             "test1",
             DataType::RunEndEncoded(
                 Arc::new(Field::new("run_ends".to_string(), DataType::Int32, false)),
+                #[allow(deprecated)]
                 Arc::new(Field::new_dict(
                     "values".to_string(),
                     DataType::Dictionary(Box::new(DataType::Int32), Box::new(DataType::Utf8)),
@@ -353,6 +354,7 @@ mod tests {
             let mut writer = StreamWriter::try_new_with_options(
                 &mut buffer,
                 &schema,
+                #[allow(deprecated)]
                 IpcWriteOptions::default().with_preserve_dict_id(false),
             )
             .expect("Failed to create StreamWriter");
diff --git a/arrow-ipc/src/writer.rs b/arrow-ipc/src/writer.rs
index 03b8b7ad8a65..ee5b9a54cc90 100644
--- a/arrow-ipc/src/writer.rs
+++ b/arrow-ipc/src/writer.rs
@@ -112,6 +112,7 @@ impl IpcWriteOptions {
             | crate::MetadataVersion::V3 => Err(ArrowError::InvalidArgumentError(
                 "Writing IPC metadata version 3 and lower not supported".to_string(),
             )),
+            #[allow(deprecated)]
             crate::MetadataVersion::V4 => Ok(Self {
                 alignment,
                 write_legacy_ipc_format,
@@ -125,6 +126,7 @@ impl IpcWriteOptions {
                         "Legacy IPC format only supported on metadata version 4".to_string(),
                     ))
                 } else {
+                    #[allow(deprecated)]
                     Ok(Self {
                         alignment,
                         write_legacy_ipc_format,
@@ -147,6 +149,7 @@ impl IpcWriteOptions {
         note = "The ability to preserve dictionary IDs will be removed. With it, all functions related to it."
     )]
     pub fn preserve_dict_id(&self) -> bool {
+        #[allow(deprecated)]
         self.preserve_dict_id
     }
 
@@ -161,6 +164,7 @@ impl IpcWriteOptions {
         since = "54.0.0",
         note = "The ability to preserve dictionary IDs will be removed. With it, all functions related to it."
     )]
+    #[allow(deprecated)]
     pub fn with_preserve_dict_id(mut self, preserve_dict_id: bool) -> Self {
         self.preserve_dict_id = preserve_dict_id;
         self
@@ -169,6 +173,7 @@ impl IpcWriteOptions {
 
 impl Default for IpcWriteOptions {
     fn default() -> Self {
+        #[allow(deprecated)]
         Self {
             alignment: 64,
             write_legacy_ipc_format: false,
@@ -432,6 +437,7 @@ impl IpcDataGenerator {
                 // It's importnat to only take the dict_id at this point, because the dict ID
                 // sequence is assigned depth-first, so we need to first encode children and have
                 // them take their assigned dict IDs before we take the dict ID for this field.
+                #[allow(deprecated)]
                 let dict_id = dict_id_seq
                     .next()
                     .or_else(|| field.dict_id())
@@ -798,6 +804,7 @@ impl DictionaryTracker {
     /// the last seen dictionary ID (or using `0` if no other dictionary IDs have been
     /// seen)
     pub fn new(error_on_replacement: bool) -> Self {
+        #[allow(deprecated)]
         Self {
             written: HashMap::new(),
             dict_ids: Vec::new(),
@@ -816,6 +823,7 @@ impl DictionaryTracker {
         note = "The ability to preserve dictionary IDs will be removed. With it, all functions related to it."
     )]
     pub fn new_with_preserve_dict_id(error_on_replacement: bool, preserve_dict_id: bool) -> Self {
+        #[allow(deprecated)]
         Self {
             written: HashMap::new(),
             dict_ids: Vec::new(),
@@ -836,7 +844,9 @@ impl DictionaryTracker {
         note = "The ability to preserve dictionary IDs will be removed. With it, all functions related to it."
     )]
     pub fn set_dict_id(&mut self, field: &Field) -> i64 {
+        #[allow(deprecated)]
         let next = if self.preserve_dict_id {
+            #[allow(deprecated)]
             field.dict_id().expect("no dict_id in field")
         } else {
             self.dict_ids
@@ -960,7 +970,9 @@ impl<W: Write> FileWriter<W> {
         writer.write_all(&super::ARROW_MAGIC)?;
         writer.write_all(&PADDING[..pad_len])?;
         // write the schema, set the written bytes to the schema + header
+        #[allow(deprecated)]
         let preserve_dict_id = write_options.preserve_dict_id;
+        #[allow(deprecated)]
         let mut dictionary_tracker =
             DictionaryTracker::new_with_preserve_dict_id(true, preserve_dict_id);
         let encoded_message = data_gen.schema_to_bytes_with_dictionary_tracker(
@@ -1037,7 +1049,9 @@ impl<W: Write> FileWriter<W> {
         let mut fbb = FlatBufferBuilder::new();
         let dictionaries = fbb.create_vector(&self.dictionary_blocks);
         let record_batches = fbb.create_vector(&self.record_blocks);
+        #[allow(deprecated)]
         let preserve_dict_id = self.write_options.preserve_dict_id;
+        #[allow(deprecated)]
         let mut dictionary_tracker =
             DictionaryTracker::new_with_preserve_dict_id(true, preserve_dict_id);
         let schema = IpcSchemaEncoder::new()
@@ -1168,7 +1182,9 @@ impl<W: Write> StreamWriter<W> {
         write_options: IpcWriteOptions,
     ) -> Result<Self, ArrowError> {
         let data_gen = IpcDataGenerator::default();
+        #[allow(deprecated)]
         let preserve_dict_id = write_options.preserve_dict_id;
+        #[allow(deprecated)]
         let mut dictionary_tracker =
             DictionaryTracker::new_with_preserve_dict_id(false, preserve_dict_id);
 
@@ -2056,6 +2072,7 @@ mod tests {
         let array = Arc::new(inner) as ArrayRef;
 
         // Dict field with id 2
+        #[allow(deprecated)]
         let dctfield = Field::new_dict("dict", array.data_type().clone(), false, 2, false);
         let union_fields = [(0, Arc::new(dctfield))].into_iter().collect();
 
@@ -2073,6 +2090,7 @@ mod tests {
         let batch = RecordBatch::try_new(schema, vec![Arc::new(union)]).unwrap();
 
         let gen = IpcDataGenerator {};
+        #[allow(deprecated)]
         let mut dict_tracker = DictionaryTracker::new_with_preserve_dict_id(false, true);
         gen.encoded_batch(&batch, &mut dict_tracker, &Default::default())
             .unwrap();
@@ -2089,6 +2107,7 @@ mod tests {
         let array = Arc::new(inner) as ArrayRef;
 
         // Dict field with id 2
+        #[allow(deprecated)]
         let dctfield = Arc::new(Field::new_dict(
             "dict",
             array.data_type().clone(),
@@ -2109,6 +2128,7 @@ mod tests {
         let batch = RecordBatch::try_new(schema, vec![struct_array]).unwrap();
 
         let gen = IpcDataGenerator {};
+        #[allow(deprecated)]
         let mut dict_tracker = DictionaryTracker::new_with_preserve_dict_id(false, true);
         gen.encoded_batch(&batch, &mut dict_tracker, &Default::default())
             .unwrap();
diff --git a/arrow-schema/src/ffi.rs b/arrow-schema/src/ffi.rs
index 08b1e6d0b186..96c80974982c 100644
--- a/arrow-schema/src/ffi.rs
+++ b/arrow-schema/src/ffi.rs
@@ -923,6 +923,7 @@ mod tests {
 
     #[test]
     fn test_dictionary_ordered() {
+        #[allow(deprecated)]
         let schema = Schema::new(vec![Field::new_dict(
             "dict",
             DataType::Dictionary(Box::new(DataType::Int32), Box::new(DataType::Utf8)),
diff --git a/arrow-schema/src/field.rs b/arrow-schema/src/field.rs
index 5c7596bc37b2..7d47c0ae1dea 100644
--- a/arrow-schema/src/field.rs
+++ b/arrow-schema/src/field.rs
@@ -126,6 +126,7 @@ impl Field {
 
     /// Creates a new field with the given name, type, and nullability
     pub fn new(name: impl Into<String>, data_type: DataType, nullable: bool) -> Self {
+        #[allow(deprecated)]
         Field {
             name: name.into(),
             data_type,
@@ -166,6 +167,7 @@ impl Field {
         dict_id: i64,
         dict_is_ordered: bool,
     ) -> Self {
+        #[allow(deprecated)]
         Field {
             name: name.into(),
             data_type,
@@ -402,7 +404,9 @@ impl Field {
         self.fields()
             .into_iter()
             .filter(|&field| {
-                matches!(field.data_type(), DataType::Dictionary(_, _)) && field.dict_id == id
+                #[allow(deprecated)]
+                let matching_dict_id = field.dict_id == id;
+                matches!(field.data_type(), DataType::Dictionary(_, _)) && matching_dict_id
             })
             .collect()
     }
@@ -415,6 +419,7 @@ impl Field {
     )]
     pub const fn dict_id(&self) -> Option<i64> {
         match self.data_type {
+            #[allow(deprecated)]
             DataType::Dictionary(_, _) => Some(self.dict_id),
             _ => None,
         }
@@ -444,6 +449,7 @@ impl Field {
     /// assert!(field.is_nullable());
     /// ```
     pub fn try_merge(&mut self, from: &Field) -> Result<(), ArrowError> {
+        #[allow(deprecated)]
         if from.dict_id != self.dict_id {
             return Err(ArrowError::SchemaError(format!(
                 "Fail to merge schema field '{}' because from dict_id = {} does not match {}",
@@ -586,9 +592,11 @@ impl Field {
     /// * self.metadata is a superset of other.metadata
     /// * all other fields are equal
     pub fn contains(&self, other: &Field) -> bool {
+        #[allow(deprecated)]
+        let matching_dict_id = self.dict_id == other.dict_id;
         self.name == other.name
         && self.data_type.contains(&other.data_type)
-        && self.dict_id == other.dict_id
+        && matching_dict_id
         && self.dict_is_ordered == other.dict_is_ordered
         // self need to be nullable or both of them are not nullable
         && (self.nullable || !other.nullable)
@@ -637,6 +645,7 @@ mod test {
     fn test_new_dict_with_string() {
         // Fields should allow owned Strings to support reuse
         let s = "c1";
+        #[allow(deprecated)]
         Field::new_dict(s, DataType::Int64, false, 4, false);
     }
 
@@ -754,6 +763,7 @@ mod test {
 
     #[test]
     fn test_fields_with_dict_id() {
+        #[allow(deprecated)]
         let dict1 = Field::new_dict(
             "dict1",
             DataType::Dictionary(DataType::Utf8.into(), DataType::Int32.into()),
@@ -761,6 +771,7 @@ mod test {
             10,
             false,
         );
+        #[allow(deprecated)]
         let dict2 = Field::new_dict(
             "dict2",
             DataType::Dictionary(DataType::Int32.into(), DataType::Int8.into()),
@@ -797,9 +808,11 @@ mod test {
             false,
         );
 
+        #[allow(deprecated)]
         for field in field.fields_with_dict_id(10) {
             assert_eq!(dict1, *field);
         }
+        #[allow(deprecated)]
         for field in field.fields_with_dict_id(20) {
             assert_eq!(dict2, *field);
         }
@@ -814,6 +827,7 @@ mod test {
     #[test]
     fn test_field_comparison_case() {
         // dictionary-encoding properties not used for field comparison
+        #[allow(deprecated)]
         let dict1 = Field::new_dict(
             "dict1",
             DataType::Dictionary(DataType::Utf8.into(), DataType::Int32.into()),
@@ -821,6 +835,7 @@ mod test {
             10,
             false,
         );
+        #[allow(deprecated)]
         let dict2 = Field::new_dict(
             "dict1",
             DataType::Dictionary(DataType::Utf8.into(), DataType::Int32.into()),
@@ -832,6 +847,7 @@ mod test {
         assert_eq!(dict1, dict2);
         assert_eq!(get_field_hash(&dict1), get_field_hash(&dict2));
 
+        #[allow(deprecated)]
         let dict1 = Field::new_dict(
             "dict0",
             DataType::Dictionary(DataType::Utf8.into(), DataType::Int32.into()),
diff --git a/arrow-schema/src/schema.rs b/arrow-schema/src/schema.rs
index 47c22e2a9318..6c79da53f981 100644
--- a/arrow-schema/src/schema.rs
+++ b/arrow-schema/src/schema.rs
@@ -389,7 +389,12 @@ impl Schema {
 
     /// Returns a vector of immutable references to all [`Field`] instances selected by
     /// the dictionary ID they use.
+    #[deprecated(
+        since = "54.0.0",
+        note = "The ability to preserve dictionary IDs will be removed. With it, all functions related to it."
+    )]
     pub fn fields_with_dict_id(&self, dict_id: i64) -> Vec<&Field> {
+        #[allow(deprecated)]
         self.fields
             .iter()
             .flat_map(|f| f.fields_with_dict_id(dict_id))
@@ -638,7 +643,9 @@ mod tests {
         assert_eq!(first_name.name(), "first_name");
         assert_eq!(first_name.data_type(), &DataType::Utf8);
         assert!(!first_name.is_nullable());
-        assert_eq!(first_name.dict_id(), None);
+        #[allow(deprecated)]
+        let dict_id = first_name.dict_id();
+        assert_eq!(dict_id, None);
         assert_eq!(first_name.dict_is_ordered(), None);
 
         let metadata = first_name.metadata();
@@ -655,7 +662,9 @@ mod tests {
             interests.data_type(),
             &DataType::Dictionary(Box::new(DataType::Int32), Box::new(DataType::Utf8))
         );
-        assert_eq!(interests.dict_id(), Some(123));
+        #[allow(deprecated)]
+        let dict_id = interests.dict_id();
+        assert_eq!(dict_id, Some(123));
         assert_eq!(interests.dict_is_ordered(), Some(true));
     }
 
@@ -691,6 +700,7 @@ mod tests {
     fn schema_field_with_dict_id() {
         let schema = person_schema();
 
+        #[allow(deprecated)]
         let fields_dict_123: Vec<_> = schema
             .fields_with_dict_id(123)
             .iter()
@@ -698,7 +708,9 @@ mod tests {
             .collect();
         assert_eq!(fields_dict_123, vec!["interests"]);
 
-        assert!(schema.fields_with_dict_id(456).is_empty());
+        #[allow(deprecated)]
+        let is_empty = schema.fields_with_dict_id(456).is_empty();
+        assert!(is_empty);
     }
 
     fn person_schema() -> Schema {
@@ -718,6 +730,7 @@ mod tests {
                 ])),
                 false,
             ),
+            #[allow(deprecated)]
             Field::new_dict(
                 "interests",
                 DataType::Dictionary(Box::new(DataType::Int32), Box::new(DataType::Utf8)),
diff --git a/parquet/src/arrow/arrow_writer/mod.rs b/parquet/src/arrow/arrow_writer/mod.rs
index bb6ebf75ec8e..59cfac047194 100644
--- a/parquet/src/arrow/arrow_writer/mod.rs
+++ b/parquet/src/arrow/arrow_writer/mod.rs
@@ -2587,6 +2587,7 @@ mod tests {
     #[test]
     fn arrow_writer_string_dictionary() {
         // define schema
+        #[allow(deprecated)]
         let schema = Arc::new(Schema::new(vec![Field::new_dict(
             "dictionary",
             DataType::Dictionary(Box::new(DataType::Int32), Box::new(DataType::Utf8)),
@@ -2608,6 +2609,7 @@ mod tests {
     #[test]
     fn arrow_writer_primitive_dictionary() {
         // define schema
+        #[allow(deprecated)]
         let schema = Arc::new(Schema::new(vec![Field::new_dict(
             "dictionary",
             DataType::Dictionary(Box::new(DataType::UInt8), Box::new(DataType::UInt32)),
@@ -2630,6 +2632,7 @@ mod tests {
     #[test]
     fn arrow_writer_string_dictionary_unsigned_index() {
         // define schema
+        #[allow(deprecated)]
         let schema = Arc::new(Schema::new(vec![Field::new_dict(
             "dictionary",
             DataType::Dictionary(Box::new(DataType::UInt8), Box::new(DataType::Utf8)),
diff --git a/parquet/src/arrow/schema/complex.rs b/parquet/src/arrow/schema/complex.rs
index d2f5a0bd8d63..0be2a893f554 100644
--- a/parquet/src/arrow/schema/complex.rs
+++ b/parquet/src/arrow/schema/complex.rs
@@ -552,8 +552,10 @@ fn convert_field(parquet_type: &Type, field: &ParquetField, arrow_hint: Option<&
     match arrow_hint {
         Some(hint) => {
             // If the inferred type is a dictionary, preserve dictionary metadata
+            #[allow(deprecated)]
             let field = match (&data_type, hint.dict_id(), hint.dict_is_ordered()) {
                 (DataType::Dictionary(_, _), Some(id), Some(ordered)) => {
+                    #[allow(deprecated)]
                     Field::new_dict(name, data_type, nullable, id, ordered)
                 }
                 _ => Field::new(name, data_type, nullable),
diff --git a/parquet/src/arrow/schema/mod.rs b/parquet/src/arrow/schema/mod.rs
index 0fbcb4856e46..26b0d8b7b885 100644
--- a/parquet/src/arrow/schema/mod.rs
+++ b/parquet/src/arrow/schema/mod.rs
@@ -178,6 +178,7 @@ fn get_arrow_schema_from_metadata(encoded_meta: &str) -> Result<Schema> {
 /// Encodes the Arrow schema into the IPC format, and base64 encodes it
 fn encode_arrow_schema(schema: &Schema) -> String {
     let options = writer::IpcWriteOptions::default();
+    #[allow(deprecated)]
     let mut dictionary_tracker =
         writer::DictionaryTracker::new_with_preserve_dict_id(true, options.preserve_dict_id());
     let data_gen = writer::IpcDataGenerator::default();
@@ -1823,6 +1824,7 @@ mod tests {
                 // Field::new("c28", DataType::Duration(TimeUnit::Millisecond), false),
                 // Field::new("c29", DataType::Duration(TimeUnit::Microsecond), false),
                 // Field::new("c30", DataType::Duration(TimeUnit::Nanosecond), false),
+                #[allow(deprecated)]
                 Field::new_dict(
                     "c31",
                     DataType::Dictionary(Box::new(DataType::Int32), Box::new(DataType::Utf8)),