diff --git a/src/main/kotlin/kr/co/vividnext/sodalive/admin/calculate/AdminCalculateService.kt b/src/main/kotlin/kr/co/vividnext/sodalive/admin/calculate/AdminCalculateService.kt
index f2f33f15..eb96883c 100644
--- a/src/main/kotlin/kr/co/vividnext/sodalive/admin/calculate/AdminCalculateService.kt
+++ b/src/main/kotlin/kr/co/vividnext/sodalive/admin/calculate/AdminCalculateService.kt
@@ -13,10 +13,6 @@ import java.time.LocalDateTime
 @Service
 class AdminCalculateService(private val repository: AdminCalculateQueryRepository) {
     @Transactional(readOnly = true)
-    @Cacheable(
-        cacheNames = ["cache_ttl_3_hours"],
-        key = "'calculateLive:' + " + "#startDateStr + ':' + #endDateStr + ':' + #offset + ':' + #limit"
-    )
     fun getCalculateLive(
         startDateStr: String,
         endDateStr: String,
@@ -34,10 +30,6 @@ class AdminCalculateService(private val repository: AdminCalculateQueryRepositor
     }
 
     @Transactional(readOnly = true)
-    @Cacheable(
-        cacheNames = ["cache_ttl_3_hours"],
-        key = "'calculateContent:' + " + "#startDateStr + ':' + #endDateStr + ':' + #offset + ':' + #limit"
-    )
     fun getCalculateContentList(
         startDateStr: String,
         endDateStr: String,
@@ -69,10 +61,6 @@ class AdminCalculateService(private val repository: AdminCalculateQueryRepositor
     }
 
     @Transactional(readOnly = true)
-    @Cacheable(
-        cacheNames = ["cache_ttl_3_hours"],
-        key = "'calculateContentDonationList2:' + " + "#startDateStr + ':' + #endDateStr + ':' + #offset + ':' + #limit"
-    )
     fun getCalculateContentDonationList(
         startDateStr: String,
         endDateStr: String,
@@ -90,10 +78,6 @@ class AdminCalculateService(private val repository: AdminCalculateQueryRepositor
     }
 
     @Transactional(readOnly = true)
-    @Cacheable(
-        cacheNames = ["cache_ttl_3_hours"],
-        key = "'calculateCommunityPost:' + " + "#startDateStr + ':' + #endDateStr + ':' + #offset"
-    )
     fun getCalculateCommunityPost(
         startDateStr: String,
         endDateStr: String,
@@ -111,6 +95,7 @@ class AdminCalculateService(private val repository: AdminCalculateQueryRepositor
         return GetCreatorCalculateCommunityPostResponse(totalCount, items)
     }
 
+    @Transactional(readOnly = true)
     fun getCalculateLiveByCreator(
         startDateStr: String,
         endDateStr: String,
@@ -128,6 +113,7 @@ class AdminCalculateService(private val repository: AdminCalculateQueryRepositor
         GetCalculateByCreatorResponse(totalCount, items)
     }
 
+    @Transactional(readOnly = true)
     fun getCalculateContentByCreator(
         startDateStr: String,
         endDateStr: String,
@@ -145,6 +131,7 @@ class AdminCalculateService(private val repository: AdminCalculateQueryRepositor
         GetCalculateByCreatorResponse(totalCount, items)
     }
 
+    @Transactional(readOnly = true)
     fun getCalculateCommunityByCreator(
         startDateStr: String,
         endDateStr: String,
diff --git a/src/main/kotlin/kr/co/vividnext/sodalive/admin/calculate/GetCalculateContentDonationListResponse.kt b/src/main/kotlin/kr/co/vividnext/sodalive/admin/calculate/GetCalculateContentDonationListResponse.kt
index 5346f2b4..51823384 100644
--- a/src/main/kotlin/kr/co/vividnext/sodalive/admin/calculate/GetCalculateContentDonationListResponse.kt
+++ b/src/main/kotlin/kr/co/vividnext/sodalive/admin/calculate/GetCalculateContentDonationListResponse.kt
@@ -1,6 +1,8 @@
 package kr.co.vividnext.sodalive.admin.calculate
 
+import com.fasterxml.jackson.annotation.JsonProperty
+
 data class GetCalculateContentDonationListResponse(
-    val totalCount: Int,
-    val items: List<GetCalculateContentDonationResponse>
+    @JsonProperty("totalCount") val totalCount: Int,
+    @JsonProperty("items") val items: List<GetCalculateContentDonationResponse>
 )
diff --git a/src/main/kotlin/kr/co/vividnext/sodalive/admin/calculate/GetCalculateContentListResponse.kt b/src/main/kotlin/kr/co/vividnext/sodalive/admin/calculate/GetCalculateContentListResponse.kt
index 70006a12..cfd51378 100644
--- a/src/main/kotlin/kr/co/vividnext/sodalive/admin/calculate/GetCalculateContentListResponse.kt
+++ b/src/main/kotlin/kr/co/vividnext/sodalive/admin/calculate/GetCalculateContentListResponse.kt
@@ -1,6 +1,8 @@
 package kr.co.vividnext.sodalive.admin.calculate
 
+import com.fasterxml.jackson.annotation.JsonProperty
+
 data class GetCalculateContentListResponse(
-    val totalCount: Int,
-    val items: List<GetCalculateContentResponse>
+    @JsonProperty("totalCount") val totalCount: Int,
+    @JsonProperty("items") val items: List<GetCalculateContentResponse>
 )
diff --git a/src/main/kotlin/kr/co/vividnext/sodalive/admin/calculate/GetCalculateLiveListResponse.kt b/src/main/kotlin/kr/co/vividnext/sodalive/admin/calculate/GetCalculateLiveListResponse.kt
index c0be5284..52d1965b 100644
--- a/src/main/kotlin/kr/co/vividnext/sodalive/admin/calculate/GetCalculateLiveListResponse.kt
+++ b/src/main/kotlin/kr/co/vividnext/sodalive/admin/calculate/GetCalculateLiveListResponse.kt
@@ -1,6 +1,8 @@
 package kr.co.vividnext.sodalive.admin.calculate
 
+import com.fasterxml.jackson.annotation.JsonProperty
+
 data class GetCalculateLiveListResponse(
-    val totalCount: Int,
-    val items: List<GetCalculateLiveResponse>
+    @JsonProperty("totalCount") val totalCount: Int,
+    @JsonProperty("items") val items: List<GetCalculateLiveResponse>
 )