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    <link:label id="lab_us-gaap_OtherNoncashExpense_0E83D8EB0941C2388949C6712ABB24D2_label_en-US" xlink:label="lab_us-gaap_OtherNoncashExpense_0E83D8EB0941C2388949C6712ABB24D2" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Other Noncash Expense</link:label>
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    <link:label id="lab_ccrn_LineOfCreditFacilitySubLimitForLettersOfCredit_796762EA742539547F30C0775B38CE5E_terseLabel_en-US" xlink:label="lab_ccrn_LineOfCreditFacilitySubLimitForLettersOfCredit_796762EA742539547F30C0775B38CE5E" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Line of credit, subfacility for standby letters of credit</link:label>
    <link:label id="lab_ccrn_LineOfCreditFacilitySubLimitForLettersOfCredit_796762EA742539547F30C0775B38CE5E_label_en-US" xlink:label="lab_ccrn_LineOfCreditFacilitySubLimitForLettersOfCredit_796762EA742539547F30C0775B38CE5E" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Line Of Credit Facility Sub Limit For Letters Of Credit</link:label>
    <link:label id="lab_ccrn_LineOfCreditFacilitySubLimitForLettersOfCredit_796762EA742539547F30C0775B38CE5E_documentation_en-US" xlink:label="lab_ccrn_LineOfCreditFacilitySubLimitForLettersOfCredit_796762EA742539547F30C0775B38CE5E" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Line of credit, subfacility for standby letters of credit.</link:label>
    <link:loc xlink:href="ccrn-20180930.xsd#ccrn_LineOfCreditFacilitySubLimitForLettersOfCredit" xlink:label="loc_ccrn_LineOfCreditFacilitySubLimitForLettersOfCredit_796762EA742539547F30C0775B38CE5E" xlink:type="locator" />
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    <link:label id="lab_ccrn_LineOfCreditFacilityAdditionalCapacity_E148CAA53F54F17777DDC0775B382985_terseLabel_en-US" xlink:label="lab_ccrn_LineOfCreditFacilityAdditionalCapacity_E148CAA53F54F17777DDC0775B382985" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Additional capacity</link:label>
    <link:label id="lab_ccrn_LineOfCreditFacilityAdditionalCapacity_E148CAA53F54F17777DDC0775B382985_label_en-US" xlink:label="lab_ccrn_LineOfCreditFacilityAdditionalCapacity_E148CAA53F54F17777DDC0775B382985" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Line Of Credit Facility, Additional Capacity</link:label>
    <link:label id="lab_ccrn_LineOfCreditFacilityAdditionalCapacity_E148CAA53F54F17777DDC0775B382985_documentation_en-US" xlink:label="lab_ccrn_LineOfCreditFacilityAdditionalCapacity_E148CAA53F54F17777DDC0775B382985" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Line Of Credit Facility, Additional Capacity</link:label>
    <link:loc xlink:href="ccrn-20180930.xsd#ccrn_LineOfCreditFacilityAdditionalCapacity" xlink:label="loc_ccrn_LineOfCreditFacilityAdditionalCapacity_E148CAA53F54F17777DDC0775B382985" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_ccrn_LineOfCreditFacilityAdditionalCapacity_E148CAA53F54F17777DDC0775B382985" xlink:to="lab_ccrn_LineOfCreditFacilityAdditionalCapacity_E148CAA53F54F17777DDC0775B382985" xlink:type="arc" />
    <link:label id="lab_ccrn_PaymentForDebtPrepayment_E3854507E5768F4EAFB6C0775B38AFBF_terseLabel_en-US" xlink:label="lab_ccrn_PaymentForDebtPrepayment_E3854507E5768F4EAFB6C0775B38AFBF" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Payment for debt prepayment</link:label>
    <link:label id="lab_ccrn_PaymentForDebtPrepayment_E3854507E5768F4EAFB6C0775B38AFBF_label_en-US" xlink:label="lab_ccrn_PaymentForDebtPrepayment_E3854507E5768F4EAFB6C0775B38AFBF" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Payment For Debt Prepayment</link:label>
    <link:label id="lab_ccrn_PaymentForDebtPrepayment_E3854507E5768F4EAFB6C0775B38AFBF_documentation_en-US" xlink:label="lab_ccrn_PaymentForDebtPrepayment_E3854507E5768F4EAFB6C0775B38AFBF" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Payment For Debt Prepayment</link:label>
    <link:loc xlink:href="ccrn-20180930.xsd#ccrn_PaymentForDebtPrepayment" xlink:label="loc_ccrn_PaymentForDebtPrepayment_E3854507E5768F4EAFB6C0775B38AFBF" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_ccrn_PaymentForDebtPrepayment_E3854507E5768F4EAFB6C0775B38AFBF" xlink:to="lab_ccrn_PaymentForDebtPrepayment_E3854507E5768F4EAFB6C0775B38AFBF" xlink:type="arc" />
    <link:label id="lab_ccrn_DebtInstrumentInterestRateIncreaseDecreaseinEventofDefault_5D2053CEDBA473EF5F1FC0775B393146_terseLabel_en-US" xlink:label="lab_ccrn_DebtInstrumentInterestRateIncreaseDecreaseinEventofDefault_5D2053CEDBA473EF5F1FC0775B393146" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Interest rate increase (decrease) (percent)</link:label>
    <link:label id="lab_ccrn_DebtInstrumentInterestRateIncreaseDecreaseinEventofDefault_5D2053CEDBA473EF5F1FC0775B393146_label_en-US" xlink:label="lab_ccrn_DebtInstrumentInterestRateIncreaseDecreaseinEventofDefault_5D2053CEDBA473EF5F1FC0775B393146" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Debt Instrument, Interest Rate, Increase (Decrease) in Event of Default</link:label>
    <link:label id="lab_ccrn_DebtInstrumentInterestRateIncreaseDecreaseinEventofDefault_5D2053CEDBA473EF5F1FC0775B393146_documentation_en-US" xlink:label="lab_ccrn_DebtInstrumentInterestRateIncreaseDecreaseinEventofDefault_5D2053CEDBA473EF5F1FC0775B393146" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Debt Instrument, Interest Rate, Increase (Decrease) in Event of Default</link:label>
    <link:loc xlink:href="ccrn-20180930.xsd#ccrn_DebtInstrumentInterestRateIncreaseDecreaseinEventofDefault" xlink:label="loc_ccrn_DebtInstrumentInterestRateIncreaseDecreaseinEventofDefault_5D2053CEDBA473EF5F1FC0775B393146" xlink:type="locator" />
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    <link:label id="lab_us-gaap_LineOfCreditFacilityUnusedCapacityCommitmentFeePercentage_5347A71BDAD9ADF4EF58C0775B391513_terseLabel_en-US" xlink:label="lab_us-gaap_LineOfCreditFacilityUnusedCapacityCommitmentFeePercentage_5347A71BDAD9ADF4EF58C0775B391513" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Quarterly commitment fee on the average daily unused portion (percent)</link:label>
    <link:label id="lab_us-gaap_LineOfCreditFacilityUnusedCapacityCommitmentFeePercentage_5347A71BDAD9ADF4EF58C0775B391513_label_en-US" xlink:label="lab_us-gaap_LineOfCreditFacilityUnusedCapacityCommitmentFeePercentage_5347A71BDAD9ADF4EF58C0775B391513" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Line of Credit Facility, Unused Capacity, Commitment Fee Percentage</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LineOfCreditFacilityUnusedCapacityCommitmentFeePercentage" xlink:label="loc_us-gaap_LineOfCreditFacilityUnusedCapacityCommitmentFeePercentage_5347A71BDAD9ADF4EF58C0775B391513" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_LineOfCreditFacilityUnusedCapacityCommitmentFeePercentage_5347A71BDAD9ADF4EF58C0775B391513" xlink:to="lab_us-gaap_LineOfCreditFacilityUnusedCapacityCommitmentFeePercentage_5347A71BDAD9ADF4EF58C0775B391513" xlink:type="arc" />
    <link:label id="lab_ccrn_NumberofFinancialCovenants_C5D1C8C0B30A7A917777C0775B393DAB_terseLabel_en-US" xlink:label="lab_ccrn_NumberofFinancialCovenants_C5D1C8C0B30A7A917777C0775B393DAB" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Number of financial covenants</link:label>
    <link:label id="lab_ccrn_NumberofFinancialCovenants_C5D1C8C0B30A7A917777C0775B393DAB_label_en-US" xlink:label="lab_ccrn_NumberofFinancialCovenants_C5D1C8C0B30A7A917777C0775B393DAB" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Number of Financial Covenants</link:label>
    <link:label id="lab_ccrn_NumberofFinancialCovenants_C5D1C8C0B30A7A917777C0775B393DAB_documentation_en-US" xlink:label="lab_ccrn_NumberofFinancialCovenants_C5D1C8C0B30A7A917777C0775B393DAB" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Number of Financial Covenants</link:label>
    <link:loc xlink:href="ccrn-20180930.xsd#ccrn_NumberofFinancialCovenants" xlink:label="loc_ccrn_NumberofFinancialCovenants_C5D1C8C0B30A7A917777C0775B393DAB" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_ccrn_NumberofFinancialCovenants_C5D1C8C0B30A7A917777C0775B393DAB" xlink:to="lab_ccrn_NumberofFinancialCovenants_C5D1C8C0B30A7A917777C0775B393DAB" xlink:type="arc" />
    <link:label id="lab_ccrn_DebtCovenantConsolidatedFixedChargeCoverageRatio_48137BEA6CF9711E0E8FC0775B39ABC7_terseLabel_en-US" xlink:label="lab_ccrn_DebtCovenantConsolidatedFixedChargeCoverageRatio_48137BEA6CF9711E0E8FC0775B39ABC7" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Consolidated fixed charge coverage ratio</link:label>
    <link:label id="lab_ccrn_DebtCovenantConsolidatedFixedChargeCoverageRatio_48137BEA6CF9711E0E8FC0775B39ABC7_label_en-US" xlink:label="lab_ccrn_DebtCovenantConsolidatedFixedChargeCoverageRatio_48137BEA6CF9711E0E8FC0775B39ABC7" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Debt Covenant, Consolidated Fixed Charge Coverage Ratio</link:label>
    <link:label id="lab_ccrn_DebtCovenantConsolidatedFixedChargeCoverageRatio_48137BEA6CF9711E0E8FC0775B39ABC7_documentation_en-US" xlink:label="lab_ccrn_DebtCovenantConsolidatedFixedChargeCoverageRatio_48137BEA6CF9711E0E8FC0775B39ABC7" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Debt Covenant, Consolidated Fixed Charge Coverage Ratio</link:label>
    <link:loc xlink:href="ccrn-20180930.xsd#ccrn_DebtCovenantConsolidatedFixedChargeCoverageRatio" xlink:label="loc_ccrn_DebtCovenantConsolidatedFixedChargeCoverageRatio_48137BEA6CF9711E0E8FC0775B39ABC7" xlink:type="locator" />
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    <link:label id="lab_ccrn_DebtCovenantConsolidatedTotalLeverageRatio_AF7B31379DBFA1334777C0775B3905B6_terseLabel_en-US" xlink:label="lab_ccrn_DebtCovenantConsolidatedTotalLeverageRatio_AF7B31379DBFA1334777C0775B3905B6" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Consolidated total leverage ratio</link:label>
    <link:label id="lab_ccrn_DebtCovenantConsolidatedTotalLeverageRatio_AF7B31379DBFA1334777C0775B3905B6_label_en-US" xlink:label="lab_ccrn_DebtCovenantConsolidatedTotalLeverageRatio_AF7B31379DBFA1334777C0775B3905B6" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Debt Covenant, Consolidated Total Leverage Ratio</link:label>
    <link:label id="lab_ccrn_DebtCovenantConsolidatedTotalLeverageRatio_AF7B31379DBFA1334777C0775B3905B6_documentation_en-US" xlink:label="lab_ccrn_DebtCovenantConsolidatedTotalLeverageRatio_AF7B31379DBFA1334777C0775B3905B6" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">calculated as total Indebtedness, as defined divided by Adjusted EBITDA as defined</link:label>
    <link:loc xlink:href="ccrn-20180930.xsd#ccrn_DebtCovenantConsolidatedTotalLeverageRatio" xlink:label="loc_ccrn_DebtCovenantConsolidatedTotalLeverageRatio_AF7B31379DBFA1334777C0775B3905B6" xlink:type="locator" />
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    <link:label id="lab_us-gaap_PaymentsOfDebtIssuanceCosts_D7CE68DAF75A5FD61232C0775B397E12_terseLabel_en-US" xlink:label="lab_us-gaap_PaymentsOfDebtIssuanceCosts_D7CE68DAF75A5FD61232C0775B397E12" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Payment of debt issuance costs</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_PaymentsOfDebtIssuanceCosts" xlink:label="loc_us-gaap_PaymentsOfDebtIssuanceCosts_D7CE68DAF75A5FD61232C0775B397E12" xlink:type="locator" />
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    <link:label id="lab_us-gaap_LettersOfCreditOutstandingAmount_C8705B67401BC25CE19FC0775B3AAE78_terseLabel_en-US" xlink:label="lab_us-gaap_LettersOfCreditOutstandingAmount_C8705B67401BC25CE19FC0775B3AAE78" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Letters of credit outstanding</link:label>
    <link:label id="lab_us-gaap_LettersOfCreditOutstandingAmount_C8705B67401BC25CE19FC0775B3AAE78_label_en-US" xlink:label="lab_us-gaap_LettersOfCreditOutstandingAmount_C8705B67401BC25CE19FC0775B3AAE78" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Letters of Credit Outstanding, Amount</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LettersOfCreditOutstandingAmount" xlink:label="loc_us-gaap_LettersOfCreditOutstandingAmount_C8705B67401BC25CE19FC0775B3AAE78" xlink:type="locator" />
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    <link:label id="lab_us-gaap_LineOfCredit_DDC58985E4521B63A2CCC0775B3A830E_terseLabel_en-US" xlink:label="lab_us-gaap_LineOfCredit_DDC58985E4521B63A2CCC0775B3A830E" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Line of credit outstanding</link:label>
    <link:label id="lab_us-gaap_LineOfCredit_DDC58985E4521B63A2CCC0775B3A830E_label_en-US" xlink:label="lab_us-gaap_LineOfCredit_DDC58985E4521B63A2CCC0775B3A830E" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Long-term Line of Credit</link:label>
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    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_LineOfCredit_DDC58985E4521B63A2CCC0775B3A830E" xlink:to="lab_us-gaap_LineOfCredit_DDC58985E4521B63A2CCC0775B3A830E" xlink:type="arc" />
    <link:label id="lab_us-gaap_StatementOfIncomeAndComprehensiveIncomeAbstract_24DA65DF531E8D27694AC2C23B9771B1_label_en-US" xlink:label="lab_us-gaap_StatementOfIncomeAndComprehensiveIncomeAbstract_24DA65DF531E8D27694AC2C23B9771B1" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Statement of Comprehensive Income [Abstract]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_StatementOfIncomeAndComprehensiveIncomeAbstract" xlink:label="loc_us-gaap_StatementOfIncomeAndComprehensiveIncomeAbstract_24DA65DF531E8D27694AC2C23B9771B1" xlink:type="locator" />
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    <link:label id="lab_us-gaap_ProfitLoss_8EB67497E81C68524C9BC2C23B97F736_terseLabel_en-US" xlink:label="lab_us-gaap_ProfitLoss_8EB67497E81C68524C9BC2C23B97F736" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Consolidated net (loss) income</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ProfitLoss" xlink:label="loc_us-gaap_ProfitLoss_8EB67497E81C68524C9BC2C23B97F736" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ProfitLoss_8EB67497E81C68524C9BC2C23B97F736" xlink:to="lab_us-gaap_ProfitLoss_8EB67497E81C68524C9BC2C23B97F736" xlink:type="arc" />
    <link:label id="lab_us-gaap_OtherComprehensiveIncomeLossBeforeTaxPortionAttributableToParentAbstract_016D2770D1CD8C9A541FC2C23B9AA1DD_terseLabel_en-US" xlink:label="lab_us-gaap_OtherComprehensiveIncomeLossBeforeTaxPortionAttributableToParentAbstract_016D2770D1CD8C9A541FC2C23B9AA1DD" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Other comprehensive income, before income tax:</link:label>
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    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_OtherComprehensiveIncomeLossBeforeTaxPortionAttributableToParentAbstract" xlink:label="loc_us-gaap_OtherComprehensiveIncomeLossBeforeTaxPortionAttributableToParentAbstract_016D2770D1CD8C9A541FC2C23B9AA1DD" xlink:type="locator" />
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