Transforming the Student Administration RDS into a Historical Data Archive Session #10591 March 9,...

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Transforming the Student Administration RDS into a Historical Data Archive Session #10591 March 9, 2004 11:50-12:50 HEUG 2004 Conference - Atlanta
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Page 1: Transforming the Student Administration RDS into a Historical Data Archive Session #10591 March 9, 2004 11:50-12:50 HEUG 2004 Conference - Atlanta.

Transforming the Student Administration RDS into a Historical

Data Archive Session #10591

March 9, 2004 11:50-12:50

HEUG 2004 Conference - Atlanta

Page 2: Transforming the Student Administration RDS into a Historical Data Archive Session #10591 March 9, 2004 11:50-12:50 HEUG 2004 Conference - Atlanta.

Session #10591-Ray Helm 2

Ray Helm

Research Analyst, Office of Institutional Research and Planning

University of Kansas - Lawrence

Ryan CherlandDirector, University Management Information,

Associate Director, Office of Institutional Research and Planning

University of Kansas - Lawrence

Page 3: Transforming the Student Administration RDS into a Historical Data Archive Session #10591 March 9, 2004 11:50-12:50 HEUG 2004 Conference - Atlanta.

Session #10591-Ray Helm 3

Ray Helm is a Research Analyst with the Office of Institutional Research and Planning. He joined the University of Kansas as a Programmer Analyst with Decision Support Services in 2000. He has been involved in reporting from PeopleSoft systems for over 3 years and was the original RDS Administrator at KU.

Ryan Cherland is Director of University Management Information and Associate Director of the Office of Institutional Research and Planning. He has over 18 years of experience in institutional research, with the last 11 years at the University of Kansas-Lawrence. Ryan created DEMIS and has been involved with extracting and reporting on data from PeopleSoft systems since 1996. Ryan has a Ph.D. in Higher Education Administration with a minor emphasis inEducational Psychology and Research.

Page 4: Transforming the Student Administration RDS into a Historical Data Archive Session #10591 March 9, 2004 11:50-12:50 HEUG 2004 Conference - Atlanta.

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Synopsis

This presentation reviews the methodology used to create a historical archive of student administration data by

customizing PeopleSoft’s RDS service.

•Review Database needs

•Setting Census Parameters

•Modifying Decision Stream Fact Builds

•Modifying Decision Stream Dimension

•Special Jobstreams

•Reporting Examples

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• History - The University of Kansas opened its doors in 1866.

• Academics - The university offers more than 100 undergraduate and graduate majors and programs including allied health, architecture, business, education, engineering, fine arts, journalism, law, liberal arts and sciences, nursing, pharmacy, and social welfare.

• Lawrence Campus Enrollment – 20,692 undergraduates and 6,122 graduate students from every state in the nation and more than 100 countries around the world.

• FTE students per FTE faculty ratio: 14.7

About the University of Kansas

Page 6: Transforming the Student Administration RDS into a Historical Data Archive Session #10591 March 9, 2004 11:50-12:50 HEUG 2004 Conference - Atlanta.

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PeopleSoft Student Admin/RDS at KU

• PS Version 8 implemented for Fall, 2003 enrollment, Financial Aid module implementation pending

• RDS installed October, 2002

• Census RDS created August, 2003

• All databases are Oracle 8.17 running on Unix servers

• Cognos Decision Stream runs on Windows 2000 server

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Why Build a Census RDS?

• Daily RDS provides current snapshot, not designed for historical reporting

• Needed capacity to report across semesters to track historical trends and fulfill institutional research needs.

• Running queries against transactional “live” data was not desired.

• Census extract begun under legacy student records system needed to be continued

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Census RDS Resource Needs

•Requires no additional software purchase

•Only additional resources needed are:

•Storage Space

•Staff time to create, execute, and update

•DBA assistance in setup and occasional support

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KU’s RDS Catalogs and Databases

• Decision Stream Catalog Databases• Production Catalog for Daily RDS • Development Catalog for RDS Admins• Census Catalog• PS Delivered Catalog (Static)

• RDS Databases• Daily Production data• Development Test data• Production Census data

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1. Replicate Daily RDS Catalog database as Census Catalog database. If Daily RDS Catalog cannot be copied, restore using Decision Stream Catalog Backup/Restore process.

2. Create output database. Size should be roughly equal to Daily RDS database for starters. If possible make a database copy of Daily RDS to migrate users and roles.

Getting Started: Create RDS Census Databases

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Create CEN_PARAMS Table

•Same structure as ODS_PARAMS:VARIABLE_NAMERESULT

•Supplements ODS_PARAMS as source ofDecision Stream variable values

•Stores variables specific to census process

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Census Variables

• CENSUS_TERM Term code as it is referenced in PS source data.

• CENSUS Unique identifier that will distinguish census point records within the Census RDS

• DATE_CUTOFF Official date and time when the census data was collected

Page 13: Transforming the Student Administration RDS into a Historical Data Archive Session #10591 March 9, 2004 11:50-12:50 HEUG 2004 Conference - Atlanta.

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ACTIVE***SQL Variables

Variables containing SQL statements that identify active students, instructors, recruiters,

and applicant

• ACTIVESTUDENTSQL

• ACTIVEINSTRUCTORSQL

• ACTIVERECRUITERSQL

• ACTIVEAPPLICANTSQL

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CENS_PARAMS Examples

 

VARIABLENAME RESULT

CENSUS_TERM 4042

CENSUS 2004201

ACTIVEINSTRUCTORSQL (SELECT EMPLID FROM PS_CLASS_INSTR WHERE STRM='4042')

DATE_CUTOFF 01-23-2004 00:10

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Decision Stream Fact Build

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RDS Fact Build Modification

• Add Census variables to Fact Build Properties and modify existing CURDATE_SOURCE

• Modify DataStream SQL against source tables

• Add CENSUS variable to Transformation

• Add CENSUS variable to Fact Delivery, with index

• Change Delivery Method from Truncate to Append

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Adding Variables to Fact Build Properties

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Modify CURDATE_SOURCE • Change from being the current date to the value of

DATE_CUTOFF

• Variable Expression changed from:

LOOKUP('ODS_CURRENT', 'SELECT RESULT FROM ODS_PARAMS WHERE VARIABLENAME=''CURDATE_SOURCE''')

To:

Concat( 'TO_DATE(''', LOOKUP('ODS_CURRENT', 'SELECT RESULT FROM CENS_PARAMS WHERE VARIABLENAME=''DATE_CUTOFF'''), ''',''MM-DD-YYYY HH24:MI'')')

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Modifying SQL WHERE Clause• Replace

STRM BETWEEN {$START_TERM} AND {$END_TERM}

with AND STRM={$CENSUS_TERM}

• Leave {$CURDATE_SOURCE} unchanged, value in DATE_CUTOFF will replace system date value when variable is resolved.

• Add AND EMPLID IN {$ACTIVE***SQL} as needed

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Add CENSUS Derivation to Transformation

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Add CENSUS to Fact Delivery

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Change Delivery Method to Append

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Result of Fact Build Modifications

• Extract against source data selects only records pertaining to current term with effective dates before specified cutoff date

• CENSUS column added to output table to identify census point for each record

• New census data appended to existing data to create historical record

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Modifications to Dimensions

• SHARED_LOOKUPS and XLATTABLE

• No changes needed if CURDATE_SOURCE variable references DATE_CUTOFF value

• Review referenced lookups as each build is modified is recommended

• Dimensions Referencing Fact Builds

• Add “AND CENSUS={$CENSUS}” to WHERE clause in Lookup DataStream SQL

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Creating New Jobstreams

• CONFIGURE_CENSUS_RUN Jobstream

Changes values in CENS_PARAMS table to current census point

Updates census point information table

• ROLLBACK Jobstream

Allows for removal of all data for a specific census point

Run only when errors or run failures occur.

Page 26: Transforming the Student Administration RDS into a Historical Data Archive Session #10591 March 9, 2004 11:50-12:50 HEUG 2004 Conference - Atlanta.

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CONFIGURE_CENSUS_RUN Jobstream

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EDIT_CENS_PARAMS SQL NodeEdit/Update Census variables

UPDATE CENS_PARAMS SET RESULT='4042' WHERE VARIABLENAME='CENSUS_TERM'; UPDATE CENS_PARAMS SET RESULT='2004201' WHERE VARIABLENAME='CENSUS'; UPDATE CENS_PARAMS SET RESULT='01-23-2004 00:10' WHERE VARIABLENAME='DATE_CUTOFF';

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EDIT_CENS_PARAMS SQL NodeTEMP_PARAMS table

CREATE GLOBAL TEMPORARY TABLE TEMP_PARAMS (CTERM CHAR(4), STR1 CHAR(255), STR2 CHAR(20) );

INSERT INTO TEMP_PARAMSSELECT TRIM(TRAILING FROM RESULT),'', '‘FROM CENS_PARAMSWHERE VARIABLENAME='CENSUS_TERM';

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EDIT_CENS_PARAMS SQL NodeUPDATE TEMP_PARAMSSET STR1='(SELECT EMPLID FROM PS_CLASS_INSTRWHERE STRM='''WHERE CTERM IS NOT NULL;

UPDATE TEMP_PARAMSSET STR1=TRIM(TRAILING FROMSTR1)||CTERM||TRIM(TRAILING FROM STR2)WHERE CTERM IS NOT NULL; UPDATE CENS_PARAMSSET RESULT=(SELECT STR1 FROM TEMP_PARAMSWHERE CTERM IS NOT NULL)WHERE VARIABLENAME='ACTIVEINSTRUCTORSQL';

Page 30: Transforming the Student Administration RDS into a Historical Data Archive Session #10591 March 9, 2004 11:50-12:50 HEUG 2004 Conference - Atlanta.

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ROLLBACK_CENSUS_POINT Jobstream

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Rollback Procedure Variables

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SQL1: BUILD ROLLBACK TABLE

CREATE TABLE ROLLBACK1 (ROWNUMB NUMBER(8), TABLE_NAME CHAR(255)); INSERT INTO ROLLBACK1 SELECT ROW_NUMBER() OVER(ORDER BY TABLE_NAME) , TABLE_NAME FROM ALL_TABLES WHERE OWNER='RDSSA'AND (SUBSTR(TABLE_NAME,1,3) IN('ADM','CC_','FA_','REC','SF_','IR_','XSY')OR TABLE_NAME='CENSUS_POINT_INFO_TBL');

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CENSUS ROLLBACK PROCEDURE

while $COUNTER <= RB_MAX()do BEGIN$CNTR:=$COUNTER;$TABLE:=RB_GETTABLE($CNTR);LOGMSG(CONCAT('ROLLING BACK CENSUS POINT ',$CENS,' FROM TABLE: ',$TABLE));RB_DelRows($TABLE,$RB_CENSUS);$COUNTER:=$COUNTER+1;END

Page 34: Transforming the Student Administration RDS into a Historical Data Archive Session #10591 March 9, 2004 11:50-12:50 HEUG 2004 Conference - Atlanta.

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UDF: RB_MAX()Returns Total Table Count

• Implementation: Internal Calculation

• Returns Integer value calculated as:

RETURN LOOKUP('ODS_CURRENT','SELECT MAX(ROWNUMB) FROM ROLLBACK1');

Page 35: Transforming the Student Administration RDS into a Historical Data Archive Session #10591 March 9, 2004 11:50-12:50 HEUG 2004 Conference - Atlanta.

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UDF: RB_GETTABLE($CNTR)Returns name of table to rollback

• $CNTR passed to UDF

• Internal Calculation returning table name:

RETURN LOOKUP('ODS_CURRENT', CONCAT('SELECT TABLE_NAME FROM ROLLBACK1 WHERE ROWNUMB=',TOCHAR($CNTR)));

Page 36: Transforming the Student Administration RDS into a Historical Data Archive Session #10591 March 9, 2004 11:50-12:50 HEUG 2004 Conference - Atlanta.

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RB_DelRows($TABLE,$RB_CENSUS)

Deletes rows from table• $TABLE (table name) and $RB_CENSUS (Census value)

are passed to UDF

• Internal Implementation executes:

SQL('ODS_CURRENT',CONCAT('DELETE FROM ', $TABLE, ' WHERE CENSUS=''', $CENS,''''));

• Example:

RB_DELROWS(‘MYTABLE’,’2004201’) executes:DELETE FROM MYTABLE WHERE CENSUS=‘2004201’

Page 37: Transforming the Student Administration RDS into a Historical Data Archive Session #10591 March 9, 2004 11:50-12:50 HEUG 2004 Conference - Atlanta.

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CENSUS ROLLBACK PROCEDURE

while $COUNTER <= RB_MAX()do BEGIN$CNTR:=$COUNTER;$TABLE:=RB_GETTABLE($CNTR);LOGMSG(CONCAT('ROLLING BACK CENSUS POINT ',$CENS,' FROM TABLE: ',$TABLE));RB_DelRows($TABLE,$RB_CENSUS);$COUNTER:=$COUNTER+1;END

Page 38: Transforming the Student Administration RDS into a Historical Data Archive Session #10591 March 9, 2004 11:50-12:50 HEUG 2004 Conference - Atlanta.

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Migrating changes in Daily RDS to Census RDS

• New data needs are being identified as analysts from across the University begin using the Daily RDS, and as development of the transactional system continues.

• Changes to Daily RDS are relatively simple, since tables are truncated daily.

• Changing Census RDS tables is more difficult:

•Need to add new columns without losing existing data

•How do you get data for added columns (or new tables) for past census points?

Page 39: Transforming the Student Administration RDS into a Historical Data Archive Session #10591 March 9, 2004 11:50-12:50 HEUG 2004 Conference - Atlanta.

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Adding a New Table to Census RDS

•Adding new fact build is relatively simple:

•Export Daily RDS fact build and related dimensionsusing Decision Stream CATEXP

•Import into Census RDS using DS CATIMP

•Modify fact build using methods described previously

•Decide how to populate past census points:•Restore census point backups one at a time andexecute build?

•Use current data? Leave empty?

Page 40: Transforming the Student Administration RDS into a Historical Data Archive Session #10591 March 9, 2004 11:50-12:50 HEUG 2004 Conference - Atlanta.

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Adding a New Column to Existing Fact Build

•More complicated than adding a new build

•Need to modify existing table, cannot just create new

•Potential for losing data exists (so be careful!)

•Backing up both Catalog and Output databases beforebeginning is highly recommended

Page 41: Transforming the Student Administration RDS into a Historical Data Archive Session #10591 March 9, 2004 11:50-12:50 HEUG 2004 Conference - Atlanta.

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Adding a New Column to Existing Fact Build (Cont.)

•Restoring census point backups and running fact build

•Requires effort from technical support staff•Ensures data accuracy

Page 42: Transforming the Student Administration RDS into a Historical Data Archive Session #10591 March 9, 2004 11:50-12:50 HEUG 2004 Conference - Atlanta.

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Database Size Comparisons

DATABASE SIZE (MB)

Daily RDS 13,500

Census RDS

(4 census points)

17,300

Page 43: Transforming the Student Administration RDS into a Historical Data Archive Session #10591 March 9, 2004 11:50-12:50 HEUG 2004 Conference - Atlanta.

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Options for Reducing Census RDS Size

•Drop tables/fact builds for unused tables

•Add SQL procedure steps to drop Staging Tables

•Staging tables account for 1,250 MB of storage (7.2%)

•Alternative: leave Staging table delivery as Truncate

•Remove unused/unnecessary columns from tables

•Can you live with just one DESCR?

•Drop unneeded indexes

Page 44: Transforming the Student Administration RDS into a Historical Data Archive Session #10591 March 9, 2004 11:50-12:50 HEUG 2004 Conference - Atlanta.

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Making Use of Census RDS Data

Ryan Cherland

Page 45: Transforming the Student Administration RDS into a Historical Data Archive Session #10591 March 9, 2004 11:50-12:50 HEUG 2004 Conference - Atlanta.

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Examples of how Institutional Research uses the Census RDS

• Creation and storage of a Census single record per student Reporting Datamart table

• Audit checks– A source for audit checks with production

SQRs run against the SASTATIC SA database

• Reports– Census Class Roster

Page 46: Transforming the Student Administration RDS into a Historical Data Archive Session #10591 March 9, 2004 11:50-12:50 HEUG 2004 Conference - Atlanta.

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Single Record Report Table

• Contains basic bio-demographic data• Campus location where majority of credit hours are

taken (only location for this)• Various credit hour and FTE fields covering campus

location, special hours (ROTC, Dissertation/Thesis), overall hours, etc.

• “Primary” school, major, and student level selected from all active programs and plans

• Test scores (SAT, ACT, GRE)• 104 fields in total

Page 47: Transforming the Student Administration RDS into a Historical Data Archive Session #10591 March 9, 2004 11:50-12:50 HEUG 2004 Conference - Atlanta.

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Creation of REPORTING_DMART table

• Audit reports and correction efforts are made prior to the Census day in the Live SA database, but some errors are too complicated or new to be fixed in time

• SQR written by SA developers runs against the SASTATIC database and creates a flat-file and error check report

• So this table is where corrections are applied to the flat-file (wrong student levels, missing program / plan stacks, etc.) before loading into SARDSCEN using SAS

Page 48: Transforming the Student Administration RDS into a Historical Data Archive Session #10591 March 9, 2004 11:50-12:50 HEUG 2004 Conference - Atlanta.

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Screen Shots of Fields in Reporting Datamart…

Page 49: Transforming the Student Administration RDS into a Historical Data Archive Session #10591 March 9, 2004 11:50-12:50 HEUG 2004 Conference - Atlanta.

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Example of an Audit Check Report

• Departmental Load Analysis– A summarized report by school, department,

and course level of credit hour enrollment in courses

– The OIRP SAS program using the SARDSCEN data allows us to validate the data in the SARDSCEN against the SQR version of this report that is run against SASTATIC

Page 50: Transforming the Student Administration RDS into a Historical Data Archive Session #10591 March 9, 2004 11:50-12:50 HEUG 2004 Conference - Atlanta.

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Results for the School of Business for the Fall 2003 Semester

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Reporting from the SARDSCEN database

• Advantages in having the same data structures– Can quickly point the report to using the

SARDSCEN database or the daily SARDS database

• Familiarity with the daily SARDS allows other “non-IR” staff to start using the historical data with confidence

Page 52: Transforming the Student Administration RDS into a Historical Data Archive Session #10591 March 9, 2004 11:50-12:50 HEUG 2004 Conference - Atlanta.

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Using SAS macro code to “flip” which database is being accessed

/* Uncomment these for daily access */

%LET LIB=SARDS;

%let cen=;

/* Uncomment these for CENSUS access */

%*LET LIB=SARDSCEN;

%*LET cen=CENSUS EQ '2003920' AND;

/* Set Term Code below for desired semester */

%*let trm=4039;

%let trm=4042;

Page 53: Transforming the Student Administration RDS into a Historical Data Archive Session #10591 March 9, 2004 11:50-12:50 HEUG 2004 Conference - Atlanta.

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SAS Macro fields in the query…

PROC SQL;

create table enrolled as

select * from &LIB..rec_enrollment_fact_ku

where &CEN ENRL_STRM="&TRM"

and enrl_status_cd='E'

and class_sid in (select distinct class_sid

from &LIB..rec_class_dim

where &CEN class_term_cd="&trm"

and class_subject_cd='TH&F')

order by class_sid;

Page 54: Transforming the Student Administration RDS into a Historical Data Archive Session #10591 March 9, 2004 11:50-12:50 HEUG 2004 Conference - Atlanta.

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Output Results using Census

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Output Results using Daily

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ConclusionCreating a historical archive version of the RDS from a copy of the daily

RDS is a bit labor intensive, but the results are well worth it!!

Ray Helm, [email protected] Research Analyst, University of Kansas

Ryan Cherland, [email protected] Director University Management Information, University of Kansas - Lawrence

http://www.heug.org Attendees may download HEUG 2004 presentations from HEUG On-

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