UNITED STATES
                 SECURITIES AND EXCHANGE COMMISSION
                      "Washington, DC 20549"

                           SCHEDULE 13G

            Under the Securities and Exchange Act of 1934
                  (Amendment No. ______________)*

                         Blair Corporation
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                         (Name of Issuer)

                              Common
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                    (Title of Class of Securities)

                              092828102
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                           (CUSIP Number)

                         December 31, 2002
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    (Date of Event Which Requires Filing of this Statement)

Check the apprpriate box to designate the rule pursuant to
which this Schedule is filed:

          [X]     Rule 13d-1 (b)
          [ ]     Rule 13d-1 (c)
          [ ]     Rule 13d-1 (d)

* The remainder of this cover page shall be filled out for a
reporting person's initial filing on this form with respect to
the subject class of securites, and for any subsequent amendment
containing information which would alter the disclosures provided
in a prior cover page.

The information required in the remainder of this cover page
shall not be deemed to be "filed" for the purpose of Section 18
of the Securities Exchange Act of 1934 ("Act") or otherwise
subject to the liabilities of that section of the Act, but shall
be subject to all other provisions of the Act (however, see
the Notes.)


1     Name of Reporting Person / IRS Identification Number:
      Advisory Research, Inc. / 36-2831881
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2     Check the Appropriate Box if a Member of a Group    (a)  [ ]
      (See Instructions)                                  (b)  [X]

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3     SEC Use Only

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4     Citizenship or Place of Organization
      Delaware

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  Number of
                   5     Sole Voting Power
    Shares               419,132 Shares
                   -----------------------------------------------
 Beneficially
                   6     Shared Voting Power
   Owned By              0 Shares
                   -----------------------------------------------
     Each
                   7     Sole Dispositive Power
   Reporting             419,132 Shares
                   -----------------------------------------------
    Person
                   8     Shared Dispositive Power
     With                0 Shares
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9     Aggregate Amount Beneficially Owned by Each Reporting Person
      419,132 Shares

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10    Check if the Aggregate Amount in Row (9) Excludes Certain
      Shares  [ ]        (See Instructions)

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11    Percent of Class Represented by Amount in Row (9)
      5.21%

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12    Type of Reporting Person
      IA
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Item 1     (a)  Name of Issuer:  Blair Corporation
Item 1     (b)  Name of Issuer's Principal Executive Offices:
                220 Hickory Street
                Warren, PA  16366-0001


Item 2     (a)  Person Filing - Advisory Research, Inc.

Item 2     (b)  Address - 180 North Stetson St., Suite 5780
                          Chicago, IL  60601

Item 2     (c)  Citizenship - Advisory Research, Inc. is a
                              Delaware Corporation

Item 2     (d)  Title of Class of Securities - Common

Item 2     (e)  CUSIP Number - 092828102

Item 3          If this statement is filed pursuant to Rules
                13d-1(b) or 13d-2(b), check whether the person
                filing is a:

                (a) [ ]  Broker or Dealer registered under Section
                         15 of the Act

                (b) [ ]  Bank as defined in Section 3(a)(6) of the
                         Act

                (c) [ ]  Insurance Company as defined in Section
                         3(a)(19) of the Act

                (d) [ ]  Investment Company registered under
                         Section 8 of the Investment Company Act

                (e) [X]  Investment Advisor in accordance with
                         section 240.13d-1(b)(1)(ii)(E)

                (f) [ ]  Employee Benefit Plan or Endowment Fund
                         in accordance with section 240.13d-1(b)
                         (1)(ii)(F)

                (g) [ ]  Parent Holding Company or Control Person
                         in accordance with secton 13d-1(b)
                         (1)(ii)(G)

                (h) [ ]  A savings association as defined in
                         section 3(b) of the Federal Deposit
                         Insurance Act

                (i) [ ]  A church plan that is excluded from
                         the definition of an investment company
                         under section 3(c)(14) of the Investment
                         Company Act of 1940

Item 4     Ownership

           (a)  Amount Beneficially Owned:
                Advisory Research, Inc.     092828102 Shares

           (b)  Percent of Class            5.21%

           (c)  Number of shares as to which reporting person has:
                (i)    Sole Voting Power        419,132 Shares
                (ii)   Shared Voting Power      0 Shares
                (iii)  Sole Dispositive Power   419,132 Shares
                (iv)   Shared Dispositive Power 0 Shares

Item 5     Ownership of Five Percent or Less of a Class:
           If this statement is being filed to report the fact
           that as of the date hereof the reporting person has
           ceased to be the beneficial owner of more than five
           percent of the class of securities, check the
           following [ ]

Item 6     Ownership of More than Five Percent on Behalf of
           Another Person:  Not Applicable

Item 7     Identification and Classification of the Subsidiary
           Which Acquired the Security being Reported on by the
           Parent Holding Company:  Not Applicable

Item 8     Identification and Classification if Members of
           the Group:  Not Applicable

Item 9     Notice of Dissolution of Group:  Not Applicable






Item 10    Certification

           By signing below I certify that, to the best of my
           knowledge and belief, the securities referred to
           above were acquired and are held in the ordinary
           course of business and were not acquired and are
           not held for the purpose of or with the effect of
           changing or influencing the control of the issuer
           of such securities and were not acquired and are
           not held in connection with or as a participant
           in any transaction having such purposes or effect.

                       SIGNATURE

After reasonable inquiry and to the best of my knowledge and
belief, I certify that the information set forth in this
statement is true, complete and correct.

                       February 12, 2003
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                                      Date

                       /s/ Brien M. O'Brien
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                                   Signature

                       Brien M. O'Brien, Chairman
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                                   Name/Title