<?xml version="1.0" encoding="UTF-8"?>

<!--XBRL Document Created with Wdesk from Workiva-->
<!--Copyright 2021 Workiva-->
<!--r:a45a8548-dd60-4e89-aa18-79a01338c648,g:d660f811-081f-491b-8acf-ee2b2b0b35dc-->
<link:linkbase xmlns:link="http://www.xbrl.org/2003/linkbase" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.xbrl.org/2003/linkbase http://www.xbrl.org/2003/xbrl-linkbase-2003-12-31.xsd">
  <link:roleRef roleURI="http://www.carters.com/role/CONDENSEDCONSOLIDATEDBALANCESHEETS" xlink:type="simple" xlink:href="cri-20210703.xsd#CONDENSEDCONSOLIDATEDBALANCESHEETS"/>
  <link:calculationLink xlink:role="http://www.carters.com/role/CONDENSEDCONSOLIDATEDBALANCESHEETS" xlink:type="extended">
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_LiabilitiesCurrent_f3d8320a-6939-4315-92f3-19c2d70ac2e7" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_LiabilitiesCurrent"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_AccountsPayableCurrent_814e0e88-4efc-4af1-a91f-5f9bfa5a1086" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_AccountsPayableCurrent"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_LiabilitiesCurrent_f3d8320a-6939-4315-92f3-19c2d70ac2e7" xlink:to="loc_us-gaap_AccountsPayableCurrent_814e0e88-4efc-4af1-a91f-5f9bfa5a1086" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_OperatingLeaseLiabilityCurrent_41e500bc-f51a-4de6-811c-cb736f5dd0a1" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_OperatingLeaseLiabilityCurrent"/>
    <link:calculationArc order="2" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_LiabilitiesCurrent_f3d8320a-6939-4315-92f3-19c2d70ac2e7" xlink:to="loc_us-gaap_OperatingLeaseLiabilityCurrent_41e500bc-f51a-4de6-811c-cb736f5dd0a1" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_OtherLiabilitiesCurrent_3e3c2bbe-8b92-48f5-9471-37cf9bafa78a" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_OtherLiabilitiesCurrent"/>
    <link:calculationArc order="3" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_LiabilitiesCurrent_f3d8320a-6939-4315-92f3-19c2d70ac2e7" xlink:to="loc_us-gaap_OtherLiabilitiesCurrent_3e3c2bbe-8b92-48f5-9471-37cf9bafa78a" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_Assets_49ed0797-3f3f-4a8e-9dd3-1e177d11aa04" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_Assets"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_AssetsCurrent_64ca2594-1fd2-4aef-bc6a-5c364da0d395" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_AssetsCurrent"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_Assets_49ed0797-3f3f-4a8e-9dd3-1e177d11aa04" xlink:to="loc_us-gaap_AssetsCurrent_64ca2594-1fd2-4aef-bc6a-5c364da0d395" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_PropertyPlantAndEquipmentNet_f0c05252-b580-4bed-adcf-0499faf6aa3e" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_PropertyPlantAndEquipmentNet"/>
    <link:calculationArc order="2" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_Assets_49ed0797-3f3f-4a8e-9dd3-1e177d11aa04" xlink:to="loc_us-gaap_PropertyPlantAndEquipmentNet_f0c05252-b580-4bed-adcf-0499faf6aa3e" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_OperatingLeaseRightOfUseAsset_71ff2f31-a796-4ae7-be57-f3f7c09271d0" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_OperatingLeaseRightOfUseAsset"/>
    <link:calculationArc order="3" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_Assets_49ed0797-3f3f-4a8e-9dd3-1e177d11aa04" xlink:to="loc_us-gaap_OperatingLeaseRightOfUseAsset_71ff2f31-a796-4ae7-be57-f3f7c09271d0" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_IntangibleAssetsNetExcludingGoodwill_e94475fb-076b-4ac9-afcd-e841317f4171" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_IntangibleAssetsNetExcludingGoodwill"/>
    <link:calculationArc order="4" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_Assets_49ed0797-3f3f-4a8e-9dd3-1e177d11aa04" xlink:to="loc_us-gaap_IntangibleAssetsNetExcludingGoodwill_e94475fb-076b-4ac9-afcd-e841317f4171" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_Goodwill_aa839715-3193-47c9-a5c5-79fed573a55f" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_Goodwill"/>
    <link:calculationArc order="5" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_Assets_49ed0797-3f3f-4a8e-9dd3-1e177d11aa04" xlink:to="loc_us-gaap_Goodwill_aa839715-3193-47c9-a5c5-79fed573a55f" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_cri_IntangibleAssetsNetExcludingGoodwillCustomerRelationships_697880b7-78d0-4c5f-9563-29688122061e" xlink:href="cri-20210703.xsd#cri_IntangibleAssetsNetExcludingGoodwillCustomerRelationships"/>
    <link:calculationArc order="6" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_Assets_49ed0797-3f3f-4a8e-9dd3-1e177d11aa04" xlink:to="loc_cri_IntangibleAssetsNetExcludingGoodwillCustomerRelationships_697880b7-78d0-4c5f-9563-29688122061e" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_OtherAssetsNoncurrent_a0e710ce-e7b1-4fd3-be25-adead43cf204" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_OtherAssetsNoncurrent"/>
    <link:calculationArc order="7" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_Assets_49ed0797-3f3f-4a8e-9dd3-1e177d11aa04" xlink:to="loc_us-gaap_OtherAssetsNoncurrent_a0e710ce-e7b1-4fd3-be25-adead43cf204" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_LiabilitiesAndStockholdersEquity_46c7e24a-98ec-4a2e-b1c0-6222e48729ce" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_LiabilitiesAndStockholdersEquity"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_Liabilities_887662cd-b231-4399-a274-1efb29797280" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_Liabilities"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_LiabilitiesAndStockholdersEquity_46c7e24a-98ec-4a2e-b1c0-6222e48729ce" xlink:to="loc_us-gaap_Liabilities_887662cd-b231-4399-a274-1efb29797280" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_CommitmentsAndContingencies_b7e24aef-e88e-4718-a49f-7477ded7608a" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_CommitmentsAndContingencies"/>
    <link:calculationArc order="2" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_LiabilitiesAndStockholdersEquity_46c7e24a-98ec-4a2e-b1c0-6222e48729ce" xlink:to="loc_us-gaap_CommitmentsAndContingencies_b7e24aef-e88e-4718-a49f-7477ded7608a" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_StockholdersEquity_e36f5407-4d3c-49d5-8638-f3f0ace03dd8" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_StockholdersEquity"/>
    <link:calculationArc order="3" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_LiabilitiesAndStockholdersEquity_46c7e24a-98ec-4a2e-b1c0-6222e48729ce" xlink:to="loc_us-gaap_StockholdersEquity_e36f5407-4d3c-49d5-8638-f3f0ace03dd8" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_Liabilities_00d2a945-b7dd-4ce8-9a4e-093c3daf7110" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_Liabilities"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_OtherLiabilitiesNoncurrent_eddb3745-a250-4616-b1de-6ce61d83fabb" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_OtherLiabilitiesNoncurrent"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_Liabilities_00d2a945-b7dd-4ce8-9a4e-093c3daf7110" xlink:to="loc_us-gaap_OtherLiabilitiesNoncurrent_eddb3745-a250-4616-b1de-6ce61d83fabb" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_LongTermDebtNoncurrent_b339fd23-1e19-4ee7-8f22-606a551741b3" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_LongTermDebtNoncurrent"/>
    <link:calculationArc order="2" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_Liabilities_00d2a945-b7dd-4ce8-9a4e-093c3daf7110" xlink:to="loc_us-gaap_LongTermDebtNoncurrent_b339fd23-1e19-4ee7-8f22-606a551741b3" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_LiabilitiesCurrent_bd75cdf5-1c8a-4b73-8e3a-4ce4d4d7bba4" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_LiabilitiesCurrent"/>
    <link:calculationArc order="3" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_Liabilities_00d2a945-b7dd-4ce8-9a4e-093c3daf7110" xlink:to="loc_us-gaap_LiabilitiesCurrent_bd75cdf5-1c8a-4b73-8e3a-4ce4d4d7bba4" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_OperatingLeaseLiabilityNoncurrent_687a28d6-81ea-4bd7-b737-765eab85b925" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_OperatingLeaseLiabilityNoncurrent"/>
    <link:calculationArc order="4" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_Liabilities_00d2a945-b7dd-4ce8-9a4e-093c3daf7110" xlink:to="loc_us-gaap_OperatingLeaseLiabilityNoncurrent_687a28d6-81ea-4bd7-b737-765eab85b925" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_DeferredIncomeTaxLiabilitiesNet_71ed3810-f00b-49ca-8e77-a0585d2d2163" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_DeferredIncomeTaxLiabilitiesNet"/>
    <link:calculationArc order="5" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_Liabilities_00d2a945-b7dd-4ce8-9a4e-093c3daf7110" xlink:to="loc_us-gaap_DeferredIncomeTaxLiabilitiesNet_71ed3810-f00b-49ca-8e77-a0585d2d2163" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_AssetsCurrent_8c9ab008-b0d2-4e2f-8117-10831cfa1386" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_AssetsCurrent"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_CashAndCashEquivalentsAtCarryingValue_9919c40c-3e41-4ae4-9e0b-4ccd928e4536" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_CashAndCashEquivalentsAtCarryingValue"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_AssetsCurrent_8c9ab008-b0d2-4e2f-8117-10831cfa1386" xlink:to="loc_us-gaap_CashAndCashEquivalentsAtCarryingValue_9919c40c-3e41-4ae4-9e0b-4ccd928e4536" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_ReceivablesNetCurrent_656b172d-a7d9-479c-9271-d66bddf5be93" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_ReceivablesNetCurrent"/>
    <link:calculationArc order="2" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_AssetsCurrent_8c9ab008-b0d2-4e2f-8117-10831cfa1386" xlink:to="loc_us-gaap_ReceivablesNetCurrent_656b172d-a7d9-479c-9271-d66bddf5be93" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_InventoryNet_83be16f8-7bc4-4b89-ab0b-5a5124dd75f7" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_InventoryNet"/>
    <link:calculationArc order="3" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_AssetsCurrent_8c9ab008-b0d2-4e2f-8117-10831cfa1386" xlink:to="loc_us-gaap_InventoryNet_83be16f8-7bc4-4b89-ab0b-5a5124dd75f7" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_PrepaidExpenseCurrent_55748459-cc16-4bf4-b769-80cc804ffb74" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_PrepaidExpenseCurrent"/>
    <link:calculationArc order="4" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_AssetsCurrent_8c9ab008-b0d2-4e2f-8117-10831cfa1386" xlink:to="loc_us-gaap_PrepaidExpenseCurrent_55748459-cc16-4bf4-b769-80cc804ffb74" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_StockholdersEquity_36386776-d76d-45af-9bdc-5b032ae68a19" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_StockholdersEquity"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_PreferredStockValue_aea19022-84a7-4149-b506-4d1c1099bfa3" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_PreferredStockValue"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_StockholdersEquity_36386776-d76d-45af-9bdc-5b032ae68a19" xlink:to="loc_us-gaap_PreferredStockValue_aea19022-84a7-4149-b506-4d1c1099bfa3" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_CommonStockValue_d137a3c1-561d-4210-98fe-c8e7d9ff72e7" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_CommonStockValue"/>
    <link:calculationArc order="2" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_StockholdersEquity_36386776-d76d-45af-9bdc-5b032ae68a19" xlink:to="loc_us-gaap_CommonStockValue_d137a3c1-561d-4210-98fe-c8e7d9ff72e7" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_AdditionalPaidInCapital_fac1250d-2e8f-49ad-acf0-0d9dd65cbc90" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_AdditionalPaidInCapital"/>
    <link:calculationArc order="3" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_StockholdersEquity_36386776-d76d-45af-9bdc-5b032ae68a19" xlink:to="loc_us-gaap_AdditionalPaidInCapital_fac1250d-2e8f-49ad-acf0-0d9dd65cbc90" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_AccumulatedOtherComprehensiveIncomeLossNetOfTax_ddfde974-4272-4e32-bca1-8a35d9e32a97" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_AccumulatedOtherComprehensiveIncomeLossNetOfTax"/>
    <link:calculationArc order="4" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_StockholdersEquity_36386776-d76d-45af-9bdc-5b032ae68a19" xlink:to="loc_us-gaap_AccumulatedOtherComprehensiveIncomeLossNetOfTax_ddfde974-4272-4e32-bca1-8a35d9e32a97" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_RetainedEarningsAccumulatedDeficit_133d3c53-ebe9-47ae-95ad-8adc758df706" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_RetainedEarningsAccumulatedDeficit"/>
    <link:calculationArc order="5" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_StockholdersEquity_36386776-d76d-45af-9bdc-5b032ae68a19" xlink:to="loc_us-gaap_RetainedEarningsAccumulatedDeficit_133d3c53-ebe9-47ae-95ad-8adc758df706" xlink:type="arc"/>
  </link:calculationLink>
  <link:roleRef roleURI="http://www.carters.com/role/CONDENSEDCONSOLIDATEDSTATEMENTSOFOPERATIONS" xlink:type="simple" xlink:href="cri-20210703.xsd#CONDENSEDCONSOLIDATEDSTATEMENTSOFOPERATIONS"/>
  <link:calculationLink xlink:role="http://www.carters.com/role/CONDENSEDCONSOLIDATEDSTATEMENTSOFOPERATIONS" xlink:type="extended">
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_IncomeLossFromContinuingOperationsBeforeIncomeTaxesMinorityInterestAndIncomeLossFromEquityMethodInvestments_7d6c080e-cc05-451a-a7d4-a1160dc6b4a8" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_IncomeLossFromContinuingOperationsBeforeIncomeTaxesMinorityInterestAndIncomeLossFromEquityMethodInvestments"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_InvestmentIncomeInterest_9da170d8-6845-4dcd-ab88-aedb218f13f8" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_InvestmentIncomeInterest"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_IncomeLossFromContinuingOperationsBeforeIncomeTaxesMinorityInterestAndIncomeLossFromEquityMethodInvestments_7d6c080e-cc05-451a-a7d4-a1160dc6b4a8" xlink:to="loc_us-gaap_InvestmentIncomeInterest_9da170d8-6845-4dcd-ab88-aedb218f13f8" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_OtherNonoperatingIncomeExpense_50a0cfd9-e92f-418e-b867-ddf41f7d38be" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_OtherNonoperatingIncomeExpense"/>
    <link:calculationArc order="2" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_IncomeLossFromContinuingOperationsBeforeIncomeTaxesMinorityInterestAndIncomeLossFromEquityMethodInvestments_7d6c080e-cc05-451a-a7d4-a1160dc6b4a8" xlink:to="loc_us-gaap_OtherNonoperatingIncomeExpense_50a0cfd9-e92f-418e-b867-ddf41f7d38be" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_OperatingIncomeLoss_2de29657-9d51-4d53-875b-1ceb284406e0" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_OperatingIncomeLoss"/>
    <link:calculationArc order="3" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_IncomeLossFromContinuingOperationsBeforeIncomeTaxesMinorityInterestAndIncomeLossFromEquityMethodInvestments_7d6c080e-cc05-451a-a7d4-a1160dc6b4a8" xlink:to="loc_us-gaap_OperatingIncomeLoss_2de29657-9d51-4d53-875b-1ceb284406e0" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_InterestExpense_38f6e8fe-69b6-4f11-a0e7-09b2c753b75e" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_InterestExpense"/>
    <link:calculationArc order="4" weight="-1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_IncomeLossFromContinuingOperationsBeforeIncomeTaxesMinorityInterestAndIncomeLossFromEquityMethodInvestments_7d6c080e-cc05-451a-a7d4-a1160dc6b4a8" xlink:to="loc_us-gaap_InterestExpense_38f6e8fe-69b6-4f11-a0e7-09b2c753b75e" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_OperatingIncomeLoss_35aca66b-c471-4448-9c89-1845d49fbda4" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_OperatingIncomeLoss"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_RevenueFromContractWithCustomerExcludingAssessedTax_ad3aa89d-788c-49c2-a960-fb9b15c10977" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_RevenueFromContractWithCustomerExcludingAssessedTax"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_OperatingIncomeLoss_35aca66b-c471-4448-9c89-1845d49fbda4" xlink:to="loc_us-gaap_RevenueFromContractWithCustomerExcludingAssessedTax_ad3aa89d-788c-49c2-a960-fb9b15c10977" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_GoodwillImpairmentLoss_c30db87f-f881-4108-8552-8445a1be69dd" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_GoodwillImpairmentLoss"/>
    <link:calculationArc order="2" weight="-1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_OperatingIncomeLoss_35aca66b-c471-4448-9c89-1845d49fbda4" xlink:to="loc_us-gaap_GoodwillImpairmentLoss_c30db87f-f881-4108-8552-8445a1be69dd" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_ImpairmentOfIntangibleAssetsIndefinitelivedExcludingGoodwill_534d6eb7-28fd-4e45-8811-2689b0051da3" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_ImpairmentOfIntangibleAssetsIndefinitelivedExcludingGoodwill"/>
    <link:calculationArc order="3" weight="-1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_OperatingIncomeLoss_35aca66b-c471-4448-9c89-1845d49fbda4" xlink:to="loc_us-gaap_ImpairmentOfIntangibleAssetsIndefinitelivedExcludingGoodwill_534d6eb7-28fd-4e45-8811-2689b0051da3" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_GrossProfit_21cdf768-ef14-4c65-93fc-de759c324e43" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_GrossProfit"/>
    <link:calculationArc order="4" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_OperatingIncomeLoss_35aca66b-c471-4448-9c89-1845d49fbda4" xlink:to="loc_us-gaap_GrossProfit_21cdf768-ef14-4c65-93fc-de759c324e43" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_SellingGeneralAndAdministrativeExpense_f3910624-2339-448c-a37e-b89a1b345a87" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_SellingGeneralAndAdministrativeExpense"/>
    <link:calculationArc order="5" weight="-1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_OperatingIncomeLoss_35aca66b-c471-4448-9c89-1845d49fbda4" xlink:to="loc_us-gaap_SellingGeneralAndAdministrativeExpense_f3910624-2339-448c-a37e-b89a1b345a87" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_GrossProfit_24dd5f09-36d4-4c24-ac30-59516ebbcb64" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_GrossProfit"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_RevenueFromContractWithCustomerExcludingAssessedTax_025340bd-83bf-475f-98d2-bdbacd3e1fcf" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_RevenueFromContractWithCustomerExcludingAssessedTax"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_GrossProfit_24dd5f09-36d4-4c24-ac30-59516ebbcb64" xlink:to="loc_us-gaap_RevenueFromContractWithCustomerExcludingAssessedTax_025340bd-83bf-475f-98d2-bdbacd3e1fcf" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_cri_CostOfRevenueCostOfGoodsSold_1de2bd35-ef72-4a39-ac7c-895d8661c576" xlink:href="cri-20210703.xsd#cri_CostOfRevenueCostOfGoodsSold"/>
    <link:calculationArc order="2" weight="-1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_GrossProfit_24dd5f09-36d4-4c24-ac30-59516ebbcb64" xlink:to="loc_cri_CostOfRevenueCostOfGoodsSold_1de2bd35-ef72-4a39-ac7c-895d8661c576" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_InventoryFirmPurchaseCommitmentLoss_dbbec456-d078-459d-8363-0e0c8efd1002" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_InventoryFirmPurchaseCommitmentLoss"/>
    <link:calculationArc order="3" weight="-1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_GrossProfit_24dd5f09-36d4-4c24-ac30-59516ebbcb64" xlink:to="loc_us-gaap_InventoryFirmPurchaseCommitmentLoss_dbbec456-d078-459d-8363-0e0c8efd1002" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_NetIncomeLoss_bbeaf1e1-9c46-456f-a21d-d45e804e5656" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_NetIncomeLoss"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_IncomeLossFromContinuingOperationsBeforeIncomeTaxesMinorityInterestAndIncomeLossFromEquityMethodInvestments_c3031aae-9f28-4941-82e4-4c802c172126" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_IncomeLossFromContinuingOperationsBeforeIncomeTaxesMinorityInterestAndIncomeLossFromEquityMethodInvestments"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NetIncomeLoss_bbeaf1e1-9c46-456f-a21d-d45e804e5656" xlink:to="loc_us-gaap_IncomeLossFromContinuingOperationsBeforeIncomeTaxesMinorityInterestAndIncomeLossFromEquityMethodInvestments_c3031aae-9f28-4941-82e4-4c802c172126" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_IncomeTaxExpenseBenefit_95dc7c8f-fedf-4af4-8b7a-401eaddc8bf8" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_IncomeTaxExpenseBenefit"/>
    <link:calculationArc order="2" weight="-1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NetIncomeLoss_bbeaf1e1-9c46-456f-a21d-d45e804e5656" xlink:to="loc_us-gaap_IncomeTaxExpenseBenefit_95dc7c8f-fedf-4af4-8b7a-401eaddc8bf8" xlink:type="arc"/>
  </link:calculationLink>
  <link:roleRef roleURI="http://www.carters.com/role/CONDENSEDCONSOLIDATEDSTATEMENTSOFCOMPREHENSIVEINCOMELOSS" xlink:type="simple" xlink:href="cri-20210703.xsd#CONDENSEDCONSOLIDATEDSTATEMENTSOFCOMPREHENSIVEINCOMELOSS"/>
  <link:calculationLink xlink:role="http://www.carters.com/role/CONDENSEDCONSOLIDATEDSTATEMENTSOFCOMPREHENSIVEINCOMELOSS" xlink:type="extended">
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_ComprehensiveIncomeNetOfTax_ef9e4e2a-9e24-40a6-868e-9db86e86ccff" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_ComprehensiveIncomeNetOfTax"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_NetIncomeLoss_977dc8d0-5cea-45e6-8744-8e31ecff54d9" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_NetIncomeLoss"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_ComprehensiveIncomeNetOfTax_ef9e4e2a-9e24-40a6-868e-9db86e86ccff" xlink:to="loc_us-gaap_NetIncomeLoss_977dc8d0-5cea-45e6-8744-8e31ecff54d9" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_OtherComprehensiveIncomeForeignCurrencyTransactionAndTranslationAdjustmentNetOfTaxPortionAttributableToParent_30ae2202-661b-4d8e-83e6-d04bd4ba44c5" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_OtherComprehensiveIncomeForeignCurrencyTransactionAndTranslationAdjustmentNetOfTaxPortionAttributableToParent"/>
    <link:calculationArc order="2" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_ComprehensiveIncomeNetOfTax_ef9e4e2a-9e24-40a6-868e-9db86e86ccff" xlink:to="loc_us-gaap_OtherComprehensiveIncomeForeignCurrencyTransactionAndTranslationAdjustmentNetOfTaxPortionAttributableToParent_30ae2202-661b-4d8e-83e6-d04bd4ba44c5" xlink:type="arc"/>
  </link:calculationLink>
  <link:roleRef roleURI="http://www.carters.com/role/CONDENSEDCONSOLIDATEDSTATEMENTSOFCASHFLOWS" xlink:type="simple" xlink:href="cri-20210703.xsd#CONDENSEDCONSOLIDATEDSTATEMENTSOFCASHFLOWS"/>
  <link:calculationLink xlink:role="http://www.carters.com/role/CONDENSEDCONSOLIDATEDSTATEMENTSOFCASHFLOWS" xlink:type="extended">
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_NetCashProvidedByUsedInOperatingActivities_acd48bdf-5e8b-43d2-8d5c-f6ac4c32e6f3" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_NetCashProvidedByUsedInOperatingActivities"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_ImpairmentOfIntangibleAssetsIndefinitelivedExcludingGoodwill_6c8acb0c-3cf5-4fc2-9050-2ad78a5531c1" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_ImpairmentOfIntangibleAssetsIndefinitelivedExcludingGoodwill"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NetCashProvidedByUsedInOperatingActivities_acd48bdf-5e8b-43d2-8d5c-f6ac4c32e6f3" xlink:to="loc_us-gaap_ImpairmentOfIntangibleAssetsIndefinitelivedExcludingGoodwill_6c8acb0c-3cf5-4fc2-9050-2ad78a5531c1" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_IncreaseDecreaseInPrepaidDeferredExpenseAndOtherAssets_383292b2-e4cd-4416-865f-c13d27ba0874" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_IncreaseDecreaseInPrepaidDeferredExpenseAndOtherAssets"/>
    <link:calculationArc order="2" weight="-1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NetCashProvidedByUsedInOperatingActivities_acd48bdf-5e8b-43d2-8d5c-f6ac4c32e6f3" xlink:to="loc_us-gaap_IncreaseDecreaseInPrepaidDeferredExpenseAndOtherAssets_383292b2-e4cd-4416-865f-c13d27ba0874" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_UnrealizedGainLossOnInvestments_08e17f98-1a62-4859-8d24-5db540b47bc0" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_UnrealizedGainLossOnInvestments"/>
    <link:calculationArc order="3" weight="-1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NetCashProvidedByUsedInOperatingActivities_acd48bdf-5e8b-43d2-8d5c-f6ac4c32e6f3" xlink:to="loc_us-gaap_UnrealizedGainLossOnInvestments_08e17f98-1a62-4859-8d24-5db540b47bc0" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_IncreaseDecreaseInInventories_72b302ef-646d-4c04-93e3-3a44076f4cff" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_IncreaseDecreaseInInventories"/>
    <link:calculationArc order="4" weight="-1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NetCashProvidedByUsedInOperatingActivities_acd48bdf-5e8b-43d2-8d5c-f6ac4c32e6f3" xlink:to="loc_us-gaap_IncreaseDecreaseInInventories_72b302ef-646d-4c04-93e3-3a44076f4cff" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_DeferredIncomeTaxExpenseBenefit_6bae4aeb-7a63-44fe-a7fd-ab94f8cb896b" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_DeferredIncomeTaxExpenseBenefit"/>
    <link:calculationArc order="5" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NetCashProvidedByUsedInOperatingActivities_acd48bdf-5e8b-43d2-8d5c-f6ac4c32e6f3" xlink:to="loc_us-gaap_DeferredIncomeTaxExpenseBenefit_6bae4aeb-7a63-44fe-a7fd-ab94f8cb896b" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_GoodwillImpairmentLoss_33913bad-1b1d-498d-90f3-d19dd342fa06" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_GoodwillImpairmentLoss"/>
    <link:calculationArc order="6" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NetCashProvidedByUsedInOperatingActivities_acd48bdf-5e8b-43d2-8d5c-f6ac4c32e6f3" xlink:to="loc_us-gaap_GoodwillImpairmentLoss_33913bad-1b1d-498d-90f3-d19dd342fa06" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_NetIncomeLoss_00e77b84-5851-49ab-8c22-115238e156d0" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_NetIncomeLoss"/>
    <link:calculationArc order="7" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NetCashProvidedByUsedInOperatingActivities_acd48bdf-5e8b-43d2-8d5c-f6ac4c32e6f3" xlink:to="loc_us-gaap_NetIncomeLoss_00e77b84-5851-49ab-8c22-115238e156d0" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_IncreaseDecreaseInAccountsReceivable_fbb2c9ba-6959-46df-bfd2-42105c2f58d4" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_IncreaseDecreaseInAccountsReceivable"/>
    <link:calculationArc order="8" weight="-1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NetCashProvidedByUsedInOperatingActivities_acd48bdf-5e8b-43d2-8d5c-f6ac4c32e6f3" xlink:to="loc_us-gaap_IncreaseDecreaseInAccountsReceivable_fbb2c9ba-6959-46df-bfd2-42105c2f58d4" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_IncreaseDecreaseInAccountsPayableAndAccruedLiabilities_35a15330-e268-4bd2-8ae9-e73ca8b15e0d" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_IncreaseDecreaseInAccountsPayableAndAccruedLiabilities"/>
    <link:calculationArc order="9" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NetCashProvidedByUsedInOperatingActivities_acd48bdf-5e8b-43d2-8d5c-f6ac4c32e6f3" xlink:to="loc_us-gaap_IncreaseDecreaseInAccountsPayableAndAccruedLiabilities_35a15330-e268-4bd2-8ae9-e73ca8b15e0d" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_DepreciationDepletionAndAmortization_7c2a8a20-dfe4-447e-921b-bc72013a6cf3" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_DepreciationDepletionAndAmortization"/>
    <link:calculationArc order="10" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NetCashProvidedByUsedInOperatingActivities_acd48bdf-5e8b-43d2-8d5c-f6ac4c32e6f3" xlink:to="loc_us-gaap_DepreciationDepletionAndAmortization_7c2a8a20-dfe4-447e-921b-bc72013a6cf3" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_AmortizationOfFinancingCosts_52f72fd7-a698-4061-be39-f1716ad6eb20" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_AmortizationOfFinancingCosts"/>
    <link:calculationArc order="11" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NetCashProvidedByUsedInOperatingActivities_acd48bdf-5e8b-43d2-8d5c-f6ac4c32e6f3" xlink:to="loc_us-gaap_AmortizationOfFinancingCosts_52f72fd7-a698-4061-be39-f1716ad6eb20" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_ForeignCurrencyTransactionGainLossUnrealized_7c944a03-b163-4cb8-b75c-fb0b882c8020" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_ForeignCurrencyTransactionGainLossUnrealized"/>
    <link:calculationArc order="12" weight="-1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NetCashProvidedByUsedInOperatingActivities_acd48bdf-5e8b-43d2-8d5c-f6ac4c32e6f3" xlink:to="loc_us-gaap_ForeignCurrencyTransactionGainLossUnrealized_7c944a03-b163-4cb8-b75c-fb0b882c8020" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_ProvisionForDoubtfulAccounts_7af435fa-e19e-425c-94d7-8f8e21173fc2" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_ProvisionForDoubtfulAccounts"/>
    <link:calculationArc order="13" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NetCashProvidedByUsedInOperatingActivities_acd48bdf-5e8b-43d2-8d5c-f6ac4c32e6f3" xlink:to="loc_us-gaap_ProvisionForDoubtfulAccounts_7af435fa-e19e-425c-94d7-8f8e21173fc2" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_OtherAssetImpairmentCharges_60630cf2-718b-4b00-8014-caef851776c5" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_OtherAssetImpairmentCharges"/>
    <link:calculationArc order="14" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NetCashProvidedByUsedInOperatingActivities_acd48bdf-5e8b-43d2-8d5c-f6ac4c32e6f3" xlink:to="loc_us-gaap_OtherAssetImpairmentCharges_60630cf2-718b-4b00-8014-caef851776c5" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_AmortizationOfIntangibleAssets_75cdfa73-3b19-4fb8-a903-1b8c4bebd0e7" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_AmortizationOfIntangibleAssets"/>
    <link:calculationArc order="15" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NetCashProvidedByUsedInOperatingActivities_acd48bdf-5e8b-43d2-8d5c-f6ac4c32e6f3" xlink:to="loc_us-gaap_AmortizationOfIntangibleAssets_75cdfa73-3b19-4fb8-a903-1b8c4bebd0e7" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_ShareBasedCompensation_314ce714-22b1-4ca0-adcf-96da9c8a5ff2" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_ShareBasedCompensation"/>
    <link:calculationArc order="16" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NetCashProvidedByUsedInOperatingActivities_acd48bdf-5e8b-43d2-8d5c-f6ac4c32e6f3" xlink:to="loc_us-gaap_ShareBasedCompensation_314ce714-22b1-4ca0-adcf-96da9c8a5ff2" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_InventoryWriteDown_807604b8-c227-4d05-b938-c5baa9b5ddb0" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_InventoryWriteDown"/>
    <link:calculationArc order="17" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NetCashProvidedByUsedInOperatingActivities_acd48bdf-5e8b-43d2-8d5c-f6ac4c32e6f3" xlink:to="loc_us-gaap_InventoryWriteDown_807604b8-c227-4d05-b938-c5baa9b5ddb0" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_NetCashProvidedByUsedInInvestingActivities_a812db8a-f96a-448d-9201-6b9b9ef25483" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_NetCashProvidedByUsedInInvestingActivities"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_ProceedsFromSaleAndMaturityOfOtherInvestments_84d2c1b7-d231-423c-8d8c-700aea47b5d6" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_ProceedsFromSaleAndMaturityOfOtherInvestments"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NetCashProvidedByUsedInInvestingActivities_a812db8a-f96a-448d-9201-6b9b9ef25483" xlink:to="loc_us-gaap_ProceedsFromSaleAndMaturityOfOtherInvestments_84d2c1b7-d231-423c-8d8c-700aea47b5d6" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_PaymentsToAcquirePropertyPlantAndEquipment_3435a5a5-984d-4fe3-bb50-4480de48b433" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_PaymentsToAcquirePropertyPlantAndEquipment"/>
    <link:calculationArc order="2" weight="-1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NetCashProvidedByUsedInInvestingActivities_a812db8a-f96a-448d-9201-6b9b9ef25483" xlink:to="loc_us-gaap_PaymentsToAcquirePropertyPlantAndEquipment_3435a5a5-984d-4fe3-bb50-4480de48b433" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_NetCashProvidedByUsedInFinancingActivities_10211dd8-ff4e-480d-a981-60e8c316b655" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_NetCashProvidedByUsedInFinancingActivities"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_PaymentsForRepurchaseOfCommonStock_abf9592a-43db-41cc-a917-414878479356" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_PaymentsForRepurchaseOfCommonStock"/>
    <link:calculationArc order="1" weight="-1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NetCashProvidedByUsedInFinancingActivities_10211dd8-ff4e-480d-a981-60e8c316b655" xlink:to="loc_us-gaap_PaymentsForRepurchaseOfCommonStock_abf9592a-43db-41cc-a917-414878479356" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_PaymentsOfDebtIssuanceCosts_d0a5384b-db93-45c1-9ca9-0ed71fbc6942" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_PaymentsOfDebtIssuanceCosts"/>
    <link:calculationArc order="2" weight="-1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NetCashProvidedByUsedInFinancingActivities_10211dd8-ff4e-480d-a981-60e8c316b655" xlink:to="loc_us-gaap_PaymentsOfDebtIssuanceCosts_d0a5384b-db93-45c1-9ca9-0ed71fbc6942" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_PaymentsOfDividends_80662eb6-58b2-4950-910e-874c8bd7c72e" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_PaymentsOfDividends"/>
    <link:calculationArc order="3" weight="-1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NetCashProvidedByUsedInFinancingActivities_10211dd8-ff4e-480d-a981-60e8c316b655" xlink:to="loc_us-gaap_PaymentsOfDividends_80662eb6-58b2-4950-910e-874c8bd7c72e" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_RepaymentsOfLinesOfCredit_bbe3589d-5eee-49ae-be4d-111fac300ec9" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_RepaymentsOfLinesOfCredit"/>
    <link:calculationArc order="4" weight="-1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NetCashProvidedByUsedInFinancingActivities_10211dd8-ff4e-480d-a981-60e8c316b655" xlink:to="loc_us-gaap_RepaymentsOfLinesOfCredit_bbe3589d-5eee-49ae-be4d-111fac300ec9" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_PaymentsRelatedToTaxWithholdingForShareBasedCompensation_2a5951b6-697f-41c1-9a5c-5aa4906412a8" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_PaymentsRelatedToTaxWithholdingForShareBasedCompensation"/>
    <link:calculationArc order="5" weight="-1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NetCashProvidedByUsedInFinancingActivities_10211dd8-ff4e-480d-a981-60e8c316b655" xlink:to="loc_us-gaap_PaymentsRelatedToTaxWithholdingForShareBasedCompensation_2a5951b6-697f-41c1-9a5c-5aa4906412a8" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_ProceedsFromLinesOfCredit_14a8168f-3ecf-4de4-8d8d-c5c56e9d430b" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_ProceedsFromLinesOfCredit"/>
    <link:calculationArc order="6" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NetCashProvidedByUsedInFinancingActivities_10211dd8-ff4e-480d-a981-60e8c316b655" xlink:to="loc_us-gaap_ProceedsFromLinesOfCredit_14a8168f-3ecf-4de4-8d8d-c5c56e9d430b" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_ProceedsFromStockOptionsExercised_1e88ba6c-df89-4465-b93e-41d20581143c" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_ProceedsFromStockOptionsExercised"/>
    <link:calculationArc order="7" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NetCashProvidedByUsedInFinancingActivities_10211dd8-ff4e-480d-a981-60e8c316b655" xlink:to="loc_us-gaap_ProceedsFromStockOptionsExercised_1e88ba6c-df89-4465-b93e-41d20581143c" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_ProceedsFromIssuanceOfSeniorLongTermDebt_41215d5a-546c-4e00-8b50-1ea7ff32abcf" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_ProceedsFromIssuanceOfSeniorLongTermDebt"/>
    <link:calculationArc order="8" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NetCashProvidedByUsedInFinancingActivities_10211dd8-ff4e-480d-a981-60e8c316b655" xlink:to="loc_us-gaap_ProceedsFromIssuanceOfSeniorLongTermDebt_41215d5a-546c-4e00-8b50-1ea7ff32abcf" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_CashCashEquivalentsRestrictedCashAndRestrictedCashEquivalentsPeriodIncreaseDecreaseIncludingExchangeRateEffect_2d400764-91a7-4ac0-8625-4d51b789f3a0" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_CashCashEquivalentsRestrictedCashAndRestrictedCashEquivalentsPeriodIncreaseDecreaseIncludingExchangeRateEffect"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_NetCashProvidedByUsedInOperatingActivities_42a85e58-ba9c-4e30-8b59-a3710790e3f9" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_NetCashProvidedByUsedInOperatingActivities"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_CashCashEquivalentsRestrictedCashAndRestrictedCashEquivalentsPeriodIncreaseDecreaseIncludingExchangeRateEffect_2d400764-91a7-4ac0-8625-4d51b789f3a0" xlink:to="loc_us-gaap_NetCashProvidedByUsedInOperatingActivities_42a85e58-ba9c-4e30-8b59-a3710790e3f9" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_NetCashProvidedByUsedInFinancingActivities_37da2907-a7c7-4e5c-b894-1ec86b62a4ba" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_NetCashProvidedByUsedInFinancingActivities"/>
    <link:calculationArc order="2" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_CashCashEquivalentsRestrictedCashAndRestrictedCashEquivalentsPeriodIncreaseDecreaseIncludingExchangeRateEffect_2d400764-91a7-4ac0-8625-4d51b789f3a0" xlink:to="loc_us-gaap_NetCashProvidedByUsedInFinancingActivities_37da2907-a7c7-4e5c-b894-1ec86b62a4ba" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_EffectOfExchangeRateOnCashCashEquivalentsRestrictedCashAndRestrictedCashEquivalents_cf4c4645-5bd2-4f17-a740-9868c4b70f2f" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_EffectOfExchangeRateOnCashCashEquivalentsRestrictedCashAndRestrictedCashEquivalents"/>
    <link:calculationArc order="3" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_CashCashEquivalentsRestrictedCashAndRestrictedCashEquivalentsPeriodIncreaseDecreaseIncludingExchangeRateEffect_2d400764-91a7-4ac0-8625-4d51b789f3a0" xlink:to="loc_us-gaap_EffectOfExchangeRateOnCashCashEquivalentsRestrictedCashAndRestrictedCashEquivalents_cf4c4645-5bd2-4f17-a740-9868c4b70f2f" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_NetCashProvidedByUsedInInvestingActivities_3bf75fd1-2cfc-4105-b40b-3dac88140bdd" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_NetCashProvidedByUsedInInvestingActivities"/>
    <link:calculationArc order="4" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_CashCashEquivalentsRestrictedCashAndRestrictedCashEquivalentsPeriodIncreaseDecreaseIncludingExchangeRateEffect_2d400764-91a7-4ac0-8625-4d51b789f3a0" xlink:to="loc_us-gaap_NetCashProvidedByUsedInInvestingActivities_3bf75fd1-2cfc-4105-b40b-3dac88140bdd" xlink:type="arc"/>
  </link:calculationLink>
  <link:roleRef roleURI="http://www.carters.com/role/REVENUERECOGNITIONDetails" xlink:type="simple" xlink:href="cri-20210703.xsd#REVENUERECOGNITIONDetails"/>
  <link:calculationLink xlink:role="http://www.carters.com/role/REVENUERECOGNITIONDetails" xlink:type="extended">
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_ReceivablesNetCurrent_c3cb606c-8f69-45b2-8180-a8deb32e86ca" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_ReceivablesNetCurrent"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_AccountsReceivableGrossCurrent_1ca0e0f0-9988-49ae-8529-6eab6539f7df" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_AccountsReceivableGrossCurrent"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_ReceivablesNetCurrent_c3cb606c-8f69-45b2-8180-a8deb32e86ca" xlink:to="loc_us-gaap_AccountsReceivableGrossCurrent_1ca0e0f0-9988-49ae-8529-6eab6539f7df" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_AllowanceForDoubtfulAccountsReceivableCurrent_170d1f90-0daa-47ec-b2c0-d84355e3d737" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_AllowanceForDoubtfulAccountsReceivableCurrent"/>
    <link:calculationArc order="2" weight="-1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_ReceivablesNetCurrent_c3cb606c-8f69-45b2-8180-a8deb32e86ca" xlink:to="loc_us-gaap_AllowanceForDoubtfulAccountsReceivableCurrent_170d1f90-0daa-47ec-b2c0-d84355e3d737" xlink:type="arc"/>
  </link:calculationLink>
  <link:roleRef roleURI="http://www.carters.com/role/REVENUERECOGNITIONContractLiabilitiesDetails" xlink:type="simple" xlink:href="cri-20210703.xsd#REVENUERECOGNITIONContractLiabilitiesDetails"/>
  <link:calculationLink xlink:role="http://www.carters.com/role/REVENUERECOGNITIONContractLiabilitiesDetails" xlink:type="extended">
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_ContractWithCustomerLiability_b0859d13-cac1-4ac5-a6b5-227d94246c86" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_ContractWithCustomerLiability"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_ContractWithCustomerLiabilityCurrent_7af1a282-d722-4471-ba40-9072e66ce755" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_ContractWithCustomerLiabilityCurrent"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_ContractWithCustomerLiability_b0859d13-cac1-4ac5-a6b5-227d94246c86" xlink:to="loc_us-gaap_ContractWithCustomerLiabilityCurrent_7af1a282-d722-4471-ba40-9072e66ce755" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_ContractWithCustomerLiabilityNoncurrent_d0996444-2f2c-4da4-a439-e8ad1803e43d" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_ContractWithCustomerLiabilityNoncurrent"/>
    <link:calculationArc order="2" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_ContractWithCustomerLiability_b0859d13-cac1-4ac5-a6b5-227d94246c86" xlink:to="loc_us-gaap_ContractWithCustomerLiabilityNoncurrent_d0996444-2f2c-4da4-a439-e8ad1803e43d" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_ContractWithCustomerLiabilityCurrent_de0da7ae-7c47-4eaa-947a-e4ad0936feb0" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_ContractWithCustomerLiabilityCurrent"/>
    <link:loc xlink:type="locator" xlink:label="loc_cri_ContractwithCustomerLiabilityUnredeemedgiftcardsCurrent_c3fcf2e6-7041-4bd4-9561-ba12955386f8" xlink:href="cri-20210703.xsd#cri_ContractwithCustomerLiabilityUnredeemedgiftcardsCurrent"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_ContractWithCustomerLiabilityCurrent_de0da7ae-7c47-4eaa-947a-e4ad0936feb0" xlink:to="loc_cri_ContractwithCustomerLiabilityUnredeemedgiftcardsCurrent_c3fcf2e6-7041-4bd4-9561-ba12955386f8" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_ContractWithCustomerRefundLiabilityCurrent_71898153-0ea6-4bdd-a16a-737616b0b4eb" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_ContractWithCustomerRefundLiabilityCurrent"/>
    <link:calculationArc order="2" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_ContractWithCustomerLiabilityCurrent_de0da7ae-7c47-4eaa-947a-e4ad0936feb0" xlink:to="loc_us-gaap_ContractWithCustomerRefundLiabilityCurrent_71898153-0ea6-4bdd-a16a-737616b0b4eb" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_cri_ContractwithCustomerPrivatelabelcreditcard_1b15e0ec-0f19-403b-9734-4f354c9ee1ff" xlink:href="cri-20210703.xsd#cri_ContractwithCustomerPrivatelabelcreditcard"/>
    <link:calculationArc order="3" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_ContractWithCustomerLiabilityCurrent_de0da7ae-7c47-4eaa-947a-e4ad0936feb0" xlink:to="loc_cri_ContractwithCustomerPrivatelabelcreditcard_1b15e0ec-0f19-403b-9734-4f354c9ee1ff" xlink:type="arc"/>
  </link:calculationLink>
  <link:roleRef roleURI="http://www.carters.com/role/LEASESCostandSupplementaryInformationDetails" xlink:type="simple" xlink:href="cri-20210703.xsd#LEASESCostandSupplementaryInformationDetails"/>
  <link:calculationLink xlink:role="http://www.carters.com/role/LEASESCostandSupplementaryInformationDetails" xlink:type="extended">
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_LeaseCost_29c30b97-238c-422c-9235-bb41fe4fb2f7" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_LeaseCost"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_OperatingLeaseCost_6b94a0f5-45d9-48c8-8f20-812d950c5c10" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_OperatingLeaseCost"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_LeaseCost_29c30b97-238c-422c-9235-bb41fe4fb2f7" xlink:to="loc_us-gaap_OperatingLeaseCost_6b94a0f5-45d9-48c8-8f20-812d950c5c10" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_VariableLeaseCost_4da3a6ad-41a4-4d84-ba20-cf7b0eae6b60" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_VariableLeaseCost"/>
    <link:calculationArc order="2" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_LeaseCost_29c30b97-238c-422c-9235-bb41fe4fb2f7" xlink:to="loc_us-gaap_VariableLeaseCost_4da3a6ad-41a4-4d84-ba20-cf7b0eae6b60" xlink:type="arc"/>
  </link:calculationLink>
  <link:roleRef roleURI="http://www.carters.com/role/LEASESMaturitiesofleaseliabilitiesDetails" xlink:type="simple" xlink:href="cri-20210703.xsd#LEASESMaturitiesofleaseliabilitiesDetails"/>
  <link:calculationLink xlink:role="http://www.carters.com/role/LEASESMaturitiesofleaseliabilitiesDetails" xlink:type="extended">
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_LesseeOperatingLeaseLiabilityPaymentsDue_035803d3-e35a-4865-b743-01d05308e408" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_LesseeOperatingLeaseLiabilityPaymentsDue"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearTwo_90bbd2ae-65a7-4c13-9ab3-ad0fa032866b" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearTwo"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_LesseeOperatingLeaseLiabilityPaymentsDue_035803d3-e35a-4865-b743-01d05308e408" xlink:to="loc_us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearTwo_90bbd2ae-65a7-4c13-9ab3-ad0fa032866b" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearFive_9944ec8c-cf67-400f-8e12-932723cd95ae" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearFive"/>
    <link:calculationArc order="2" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_LesseeOperatingLeaseLiabilityPaymentsDue_035803d3-e35a-4865-b743-01d05308e408" xlink:to="loc_us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearFive_9944ec8c-cf67-400f-8e12-932723cd95ae" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueNextTwelveMonths_79845c74-66cb-442c-ad98-68565b56924f" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueNextTwelveMonths"/>
    <link:calculationArc order="3" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_LesseeOperatingLeaseLiabilityPaymentsDue_035803d3-e35a-4865-b743-01d05308e408" xlink:to="loc_us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueNextTwelveMonths_79845c74-66cb-442c-ad98-68565b56924f" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_LesseeOperatingLeaseLiabilityPaymentsRemainderOfFiscalYear_cf44b770-5621-40fa-adac-c5dc018b38ae" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_LesseeOperatingLeaseLiabilityPaymentsRemainderOfFiscalYear"/>
    <link:calculationArc order="4" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_LesseeOperatingLeaseLiabilityPaymentsDue_035803d3-e35a-4865-b743-01d05308e408" xlink:to="loc_us-gaap_LesseeOperatingLeaseLiabilityPaymentsRemainderOfFiscalYear_cf44b770-5621-40fa-adac-c5dc018b38ae" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearFour_e3625c5e-f4cd-41b4-b65a-837e3093b795" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearFour"/>
    <link:calculationArc order="5" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_LesseeOperatingLeaseLiabilityPaymentsDue_035803d3-e35a-4865-b743-01d05308e408" xlink:to="loc_us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearFour_e3625c5e-f4cd-41b4-b65a-837e3093b795" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueAfterYearFive_e5b49b6b-cec1-4f78-a7d2-b216bbe36fe5" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueAfterYearFive"/>
    <link:calculationArc order="6" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_LesseeOperatingLeaseLiabilityPaymentsDue_035803d3-e35a-4865-b743-01d05308e408" xlink:to="loc_us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueAfterYearFive_e5b49b6b-cec1-4f78-a7d2-b216bbe36fe5" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearThree_353e979e-f3cf-42aa-bc9f-59257f4c475b" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearThree"/>
    <link:calculationArc order="7" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_LesseeOperatingLeaseLiabilityPaymentsDue_035803d3-e35a-4865-b743-01d05308e408" xlink:to="loc_us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearThree_353e979e-f3cf-42aa-bc9f-59257f4c475b" xlink:type="arc"/>
  </link:calculationLink>
  <link:roleRef roleURI="http://www.carters.com/role/LEASESMaturitiesofleaseliabilitiesDetails_1" xlink:type="simple" xlink:href="cri-20210703.xsd#LEASESMaturitiesofleaseliabilitiesDetails_1"/>
  <link:calculationLink xlink:role="http://www.carters.com/role/LEASESMaturitiesofleaseliabilitiesDetails_1" xlink:type="extended">
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_LesseeOperatingLeaseLiabilityPaymentsDue_2fc0e7c4-206f-4b18-8d7d-17e8d0861991" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_LesseeOperatingLeaseLiabilityPaymentsDue"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_LesseeOperatingLeaseLiabilityUndiscountedExcessAmount_185081e7-d1ff-4f3b-9f83-3989c4cda9e9" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_LesseeOperatingLeaseLiabilityUndiscountedExcessAmount"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_LesseeOperatingLeaseLiabilityPaymentsDue_2fc0e7c4-206f-4b18-8d7d-17e8d0861991" xlink:to="loc_us-gaap_LesseeOperatingLeaseLiabilityUndiscountedExcessAmount_185081e7-d1ff-4f3b-9f83-3989c4cda9e9" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_OperatingLeaseLiability_d00e7802-af32-45ea-b37b-f5f905860476" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_OperatingLeaseLiability"/>
    <link:calculationArc order="2" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_LesseeOperatingLeaseLiabilityPaymentsDue_2fc0e7c4-206f-4b18-8d7d-17e8d0861991" xlink:to="loc_us-gaap_OperatingLeaseLiability_d00e7802-af32-45ea-b37b-f5f905860476" xlink:type="arc"/>
  </link:calculationLink>
  <link:roleRef roleURI="http://www.carters.com/role/GOODWILLANDINTANGIBLEASSETSCarryingValueofIntangibleAssetsDetails" xlink:type="simple" xlink:href="cri-20210703.xsd#GOODWILLANDINTANGIBLEASSETSCarryingValueofIntangibleAssetsDetails"/>
  <link:calculationLink xlink:role="http://www.carters.com/role/GOODWILLANDINTANGIBLEASSETSCarryingValueofIntangibleAssetsDetails" xlink:type="extended">
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_FiniteLivedIntangibleAssetsNet_8570abb8-8752-47e0-82d5-30f77841fdeb" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_FiniteLivedIntangibleAssetsNet"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_FiniteLivedIntangibleAssetsGross_26ff2aae-c511-45a5-b306-6ff52ce2327e" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_FiniteLivedIntangibleAssetsGross"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_FiniteLivedIntangibleAssetsNet_8570abb8-8752-47e0-82d5-30f77841fdeb" xlink:to="loc_us-gaap_FiniteLivedIntangibleAssetsGross_26ff2aae-c511-45a5-b306-6ff52ce2327e" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_FiniteLivedIntangibleAssetsAccumulatedAmortization_9d9ba5bd-add2-4b37-99b3-b33d3ed1bb29" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_FiniteLivedIntangibleAssetsAccumulatedAmortization"/>
    <link:calculationArc order="2" weight="-1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_FiniteLivedIntangibleAssetsNet_8570abb8-8752-47e0-82d5-30f77841fdeb" xlink:to="loc_us-gaap_FiniteLivedIntangibleAssetsAccumulatedAmortization_9d9ba5bd-add2-4b37-99b3-b33d3ed1bb29" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_IndefiniteLivedTrademarks_913f2831-95ee-44fa-b17c-c96143cbf6ae" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_IndefiniteLivedTrademarks"/>
    <link:loc xlink:type="locator" xlink:label="loc_cri_IndefiniteAndFiniteLivedIntangibleAssetsGross_84ef8476-7016-4b6f-b684-cbd97102a602" xlink:href="cri-20210703.xsd#cri_IndefiniteAndFiniteLivedIntangibleAssetsGross"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_IndefiniteLivedTrademarks_913f2831-95ee-44fa-b17c-c96143cbf6ae" xlink:to="loc_cri_IndefiniteAndFiniteLivedIntangibleAssetsGross_84ef8476-7016-4b6f-b684-cbd97102a602" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_FiniteLivedIntangibleAssetsAccumulatedAmortization_967908f0-6436-4edc-8c55-183a64e10b7d" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_FiniteLivedIntangibleAssetsAccumulatedAmortization"/>
    <link:calculationArc order="2" weight="-1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_IndefiniteLivedTrademarks_913f2831-95ee-44fa-b17c-c96143cbf6ae" xlink:to="loc_us-gaap_FiniteLivedIntangibleAssetsAccumulatedAmortization_967908f0-6436-4edc-8c55-183a64e10b7d" xlink:type="arc"/>
  </link:calculationLink>
  <link:roleRef roleURI="http://www.carters.com/role/LONGTERMDEBTScheduleDetails" xlink:type="simple" xlink:href="cri-20210703.xsd#LONGTERMDEBTScheduleDetails"/>
  <link:calculationLink xlink:role="http://www.carters.com/role/LONGTERMDEBTScheduleDetails" xlink:type="extended">
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_LongTermDebt_d1481e16-d4da-4185-96d4-db36d77d26f7" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_LongTermDebt"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_DeferredFinanceCostsNet_f8fce75a-c984-48d0-8f10-40ec78d81a2d" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_DeferredFinanceCostsNet"/>
    <link:calculationArc order="1" weight="-1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_LongTermDebt_d1481e16-d4da-4185-96d4-db36d77d26f7" xlink:to="loc_us-gaap_DeferredFinanceCostsNet_f8fce75a-c984-48d0-8f10-40ec78d81a2d" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_DebtInstrumentCarryingAmount_c45276e3-3bb0-46f8-a4e7-74fdf57a412d" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_DebtInstrumentCarryingAmount"/>
    <link:calculationArc order="2" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_LongTermDebt_d1481e16-d4da-4185-96d4-db36d77d26f7" xlink:to="loc_us-gaap_DebtInstrumentCarryingAmount_c45276e3-3bb0-46f8-a4e7-74fdf57a412d" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_LongTermDebtNoncurrent_0d8381f7-644e-4677-b398-4c7275bd6c9d" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_LongTermDebtNoncurrent"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_LongTermDebt_b83d1e20-6e77-4223-8619-99d937cf4b10" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_LongTermDebt"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_LongTermDebtNoncurrent_0d8381f7-644e-4677-b398-4c7275bd6c9d" xlink:to="loc_us-gaap_LongTermDebt_b83d1e20-6e77-4223-8619-99d937cf4b10" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_LineOfCredit_ed3aba47-52cf-4989-a61e-c737fc10003e" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_LineOfCredit"/>
    <link:calculationArc order="2" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_LongTermDebtNoncurrent_0d8381f7-644e-4677-b398-4c7275bd6c9d" xlink:to="loc_us-gaap_LineOfCredit_ed3aba47-52cf-4989-a61e-c737fc10003e" xlink:type="arc"/>
  </link:calculationLink>
  <link:roleRef roleURI="http://www.carters.com/role/EARNINGSPERSHAREDetails" xlink:type="simple" xlink:href="cri-20210703.xsd#EARNINGSPERSHAREDetails"/>
  <link:calculationLink xlink:role="http://www.carters.com/role/EARNINGSPERSHAREDetails" xlink:type="extended">
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_NetIncomeLossAvailableToCommonStockholdersBasic_d526bb4c-51cc-474c-891e-875985c5a242" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_NetIncomeLossAvailableToCommonStockholdersBasic"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_NetIncomeLoss_91d729d8-82b8-4faa-8192-bd1016b7926f" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_NetIncomeLoss"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NetIncomeLossAvailableToCommonStockholdersBasic_d526bb4c-51cc-474c-891e-875985c5a242" xlink:to="loc_us-gaap_NetIncomeLoss_91d729d8-82b8-4faa-8192-bd1016b7926f" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_cri_UndistributedEarningsAllocatedToParticipatingSecuritiesBasic_08242597-e4f1-46a8-9450-3ee95743c817" xlink:href="cri-20210703.xsd#cri_UndistributedEarningsAllocatedToParticipatingSecuritiesBasic"/>
    <link:calculationArc order="2" weight="-1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NetIncomeLossAvailableToCommonStockholdersBasic_d526bb4c-51cc-474c-891e-875985c5a242" xlink:to="loc_cri_UndistributedEarningsAllocatedToParticipatingSecuritiesBasic_08242597-e4f1-46a8-9450-3ee95743c817" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_WeightedAverageNumberOfDilutedSharesOutstanding_ebc28974-c853-48a6-92ff-773529e1f3c6" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_WeightedAverageNumberOfDilutedSharesOutstanding"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_WeightedAverageNumberOfSharesOutstandingBasic_d13bfd57-ca14-4fac-902b-1ee1c414df83" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_WeightedAverageNumberOfSharesOutstandingBasic"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_WeightedAverageNumberOfDilutedSharesOutstanding_ebc28974-c853-48a6-92ff-773529e1f3c6" xlink:to="loc_us-gaap_WeightedAverageNumberOfSharesOutstandingBasic_d13bfd57-ca14-4fac-902b-1ee1c414df83" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_IncrementalCommonSharesAttributableToShareBasedPaymentArrangements_72a4920c-83ca-4819-8f1c-23988a31c94f" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_IncrementalCommonSharesAttributableToShareBasedPaymentArrangements"/>
    <link:calculationArc order="2" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_WeightedAverageNumberOfDilutedSharesOutstanding_ebc28974-c853-48a6-92ff-773529e1f3c6" xlink:to="loc_us-gaap_IncrementalCommonSharesAttributableToShareBasedPaymentArrangements_72a4920c-83ca-4819-8f1c-23988a31c94f" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_NetIncomeLossAvailableToCommonStockholdersDiluted_67054c83-d7ea-4c8a-a825-14d44f1a004c" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_NetIncomeLossAvailableToCommonStockholdersDiluted"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_NetIncomeLoss_d733c438-3ed2-4400-9555-3c8b7992fc20" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_NetIncomeLoss"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NetIncomeLossAvailableToCommonStockholdersDiluted_67054c83-d7ea-4c8a-a825-14d44f1a004c" xlink:to="loc_us-gaap_NetIncomeLoss_d733c438-3ed2-4400-9555-3c8b7992fc20" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_cri_UndistributedEarningsAllocatedToParticipatingSecuritiesDiluted_4ba7f90d-bbba-44f5-b844-d3d00e94c51b" xlink:href="cri-20210703.xsd#cri_UndistributedEarningsAllocatedToParticipatingSecuritiesDiluted"/>
    <link:calculationArc order="2" weight="-1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NetIncomeLossAvailableToCommonStockholdersDiluted_67054c83-d7ea-4c8a-a825-14d44f1a004c" xlink:to="loc_cri_UndistributedEarningsAllocatedToParticipatingSecuritiesDiluted_4ba7f90d-bbba-44f5-b844-d3d00e94c51b" xlink:type="arc"/>
  </link:calculationLink>
  <link:roleRef roleURI="http://www.carters.com/role/OTHERCURRENTLIABILITIESDetails" xlink:type="simple" xlink:href="cri-20210703.xsd#OTHERCURRENTLIABILITIESDetails"/>
  <link:calculationLink xlink:role="http://www.carters.com/role/OTHERCURRENTLIABILITIESDetails" xlink:type="extended">
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_OtherLiabilitiesCurrent_22c10fdb-1c06-4340-a02a-5183f17f84ca" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_OtherLiabilitiesCurrent"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_OtherAccruedLiabilitiesCurrentAndNoncurrent_f0003a44-3fa4-4f65-b1f5-3345a2029bdb" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_OtherAccruedLiabilitiesCurrentAndNoncurrent"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_OtherLiabilitiesCurrent_22c10fdb-1c06-4340-a02a-5183f17f84ca" xlink:to="loc_us-gaap_OtherAccruedLiabilitiesCurrentAndNoncurrent_f0003a44-3fa4-4f65-b1f5-3345a2029bdb" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_InterestPayableCurrent_b0b19315-e6f5-4215-933c-2e841c93fd15" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_InterestPayableCurrent"/>
    <link:calculationArc order="2" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_OtherLiabilitiesCurrent_22c10fdb-1c06-4340-a02a-5183f17f84ca" xlink:to="loc_us-gaap_InterestPayableCurrent_b0b19315-e6f5-4215-933c-2e841c93fd15" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_AccruedEmployeeBenefitsCurrent_baf02ee8-0ecf-4ce4-a08f-247519a4ed37" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_AccruedEmployeeBenefitsCurrent"/>
    <link:calculationArc order="3" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_OtherLiabilitiesCurrent_22c10fdb-1c06-4340-a02a-5183f17f84ca" xlink:to="loc_us-gaap_AccruedEmployeeBenefitsCurrent_baf02ee8-0ecf-4ce4-a08f-247519a4ed37" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_AccruedBonusesCurrent_1fa4d5ba-0463-4baf-8bf8-5419f0ce15d0" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_AccruedBonusesCurrent"/>
    <link:calculationArc order="4" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_OtherLiabilitiesCurrent_22c10fdb-1c06-4340-a02a-5183f17f84ca" xlink:to="loc_us-gaap_AccruedBonusesCurrent_1fa4d5ba-0463-4baf-8bf8-5419f0ce15d0" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_AccruedIncomeTaxesCurrent_e0eff061-07bd-43b9-a000-d4fed689d559" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_AccruedIncomeTaxesCurrent"/>
    <link:calculationArc order="5" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_OtherLiabilitiesCurrent_22c10fdb-1c06-4340-a02a-5183f17f84ca" xlink:to="loc_us-gaap_AccruedIncomeTaxesCurrent_e0eff061-07bd-43b9-a000-d4fed689d559" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_cri_ContractWithCustomerLiabilityUnredeemedGiftCardsCurrent_57d273c8-a1a9-4bff-b6be-b9521b761ccd" xlink:href="cri-20210703.xsd#cri_ContractWithCustomerLiabilityUnredeemedGiftCardsCurrent"/>
    <link:calculationArc order="6" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_OtherLiabilitiesCurrent_22c10fdb-1c06-4340-a02a-5183f17f84ca" xlink:to="loc_cri_ContractWithCustomerLiabilityUnredeemedGiftCardsCurrent_57d273c8-a1a9-4bff-b6be-b9521b761ccd" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_SalesAndExciseTaxPayableCurrent_a0f50be4-5a96-4fa3-9a60-0de97d9b98a0" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_SalesAndExciseTaxPayableCurrent"/>
    <link:calculationArc order="7" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_OtherLiabilitiesCurrent_22c10fdb-1c06-4340-a02a-5183f17f84ca" xlink:to="loc_us-gaap_SalesAndExciseTaxPayableCurrent_a0f50be4-5a96-4fa3-9a60-0de97d9b98a0" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_AccruedSalariesCurrent_2966d5c2-c5bf-4c85-a009-3fa37383ccb0" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_AccruedSalariesCurrent"/>
    <link:calculationArc order="8" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_OtherLiabilitiesCurrent_22c10fdb-1c06-4340-a02a-5183f17f84ca" xlink:to="loc_us-gaap_AccruedSalariesCurrent_2966d5c2-c5bf-4c85-a009-3fa37383ccb0" xlink:type="arc"/>
  </link:calculationLink>
</link:linkbase>
