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E (p) owering Your Institution A Mixed-Model Approach to Assessment © 2004 Douglas Joubert Douglas James Joubert Greenblatt Library
Objectives ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Illusions of Certainty 1 ,[object Object],[object Object]
Creating a Culture of Assessment Culture of Assessment Benchmarking ARL Service Academy AAHSL Task Force Questions LibQUAL+ “ Aspirational” “ Comparator”
Speaking a common language Q ua n t i t a t i v e Input Output Outcomes Qualitative Performance Indicators Assessment
Influential Players Input Output Outcomes Qualitative Performance Indicators Assessment
Mixed Model Approaches
Linear Model of Research Adapted from Flick, 2002 Theory H 1 Sampling Analysis Validation
Circular Model of Research Adapted from Glaser & Strauss, in Flick, 2002 Comparing Comparing Comparing Sampling Sampling Case Textual analysis Case Textual analysis Case Textual analysis PA T
Quantitative Research Quick! get to the cheese To Maze
Qualitative Research I really don’t like cheese I need a vacation Do these frames make me look smart? To Maze Why am I here?
Qualitative Research “ Triangulation ” “ Grounded Theory” “ Bricoleur ”
Statistical Inference Flowchart Adapted from Rosner, 2000 Two Variables? Both continuous? Prediction? r/s between 2 variables? Both variables normal? Pearson correlation Rank correlation Linear regression Y Y N Y Y N Y
Overall Data Considerations 24 th  AAHSL 25 th  AAHSL Local SPSS Tables Local SPSS Tables Local SPSS Tables 2002 LibQUAL+
Overall Data Considerations N > 13,000 24 th  AAHSL 25 th  AAHSL Local SPSS Tables Local SPSS Tables Local SPSS Tables 2002 LibQUAL+
Overall Data Considerations Descriptive 24 th  AAHSL 25 th  AAHSL Local SPSS Tables Local SPSS Tables Local SPSS Tables 2002 LibQUAL+
Overall Data Considerations ,[object Object],[object Object],[object Object],[object Object],AAHSL Data
Overall Data Considerations ,[object Object],[object Object],[object Object],LibQUAL+ Data
Overall Data Considerations ,[object Object],[object Object],[object Object],[object Object],AAHSL Data LibQUAL Data
The First AAHSL Group ,[object Object],[object Object],[object Object],[object Object],Source: AAHSL Task Force on Quality Assessment
Hypothesis 1 Hypothesis I (H 1 ) was operationalized as, “What is the affect of library reporting structure on the mean measure of overall quality of service?”
H 1  Data Considerations ,[object Object],[object Object],“ person-level subscales” “ institution-level subscales” means by dimension for each person  means by dimension for each institution
H 1  Data Considerations ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Library Reporting Structure Overall Quality of Service + Defined by the 2001-2002 AAHSL Library Statistics Survey
H 1  Sample Characteristics ,[object Object],Missing (2) University Library (3) Other (2) Medical School (12) University Administration (2) Health Science (14)
H 1  Unit of Analysis ,[object Object],[object Object],Variable reserved from LibQUAL data Library reporting structure Differences not explained by the grouping Differences explained by the grouping +
H 1  Unit of Analysis ,[object Object],OVERSAT [DV] =  LIBSTRUC [IV1]  +  INSTID(LIBSTRUC) [IV2] Fixed-effects Random-effects
Descriptive Statistics for Overall Quality of Service 19.2% 1.408 7.35 13127 Total 19.4% 1.393 7.19 759 University Library 20.2% 1.457 7.22 649 Other 17.6% 1.323 7.50 5972 Health Science Center 22.0% 1.583 7.18 879 University Administration 20.1% 1.451 7.23 4868 Medical School CV (%) SD Mean Count Library Reports To How would you rate overall quality of the service provided by the library?
Type III Tests of Fixed Effects for Overall Quality of Service a a. Dependent Variable: How rate overall quality of the service? .464 .924 27.038 4 LIBSTRUC .000 6640.536 26.927 1 Intercept Sig. F Den df Num df Source
Hypothesis 3 Hypothesis 3 (H 03 ) was operationalized as, “How does the number of constituents served affect satisfaction ratings?”
H 3  Data Considerations Academic and Primary Hospital Staff (STAFFTOT) =  NO Secondary Clientele Served  Table Q4 Primary Clientele Served  Table Q3A-Q3C Total constituents served (CONSTOT)  ,[object Object],[object Object],[object Object]
H 3  Data Considerations ,[object Object],“ person-level subscales” “ institution-level subscales” Mean OQS for each person  Mean OQS for each institution
H 3  Unit of Analysis ,[object Object],CONSTOT M_OQS by Inst  IV DV
Descriptive Statistics for H 3
Dealing with Outliers ,[object Object],[object Object],[object Object],[object Object],[object Object],X-Direction IV
Dealing with Outliers ,[object Object],[object Object],[object Object],[object Object],Y D i r e c t i o n DV
Dealing with Outliers ,[object Object],[object Object],[object Object],DV IV
Transformed Correlations 32 N .027 Sig. (2-tailed) -.391* Pearson Correlation Total Constituents Served LibQUAL+ Mean Overall Quality of Service by Institution * Correlation is significant at the 0.05 level (2-tailed).
Total Constituents as a Predictor of Measures of Overall Quality of Service .153 .391 1,30 5.423 -0.391 0.355 -8.10 R 2 R df F  Std. Err B ,[object Object],[object Object]
Total Constituents as a Predictor of Measures of Overall Quality of Service Total Constituents accounts for 15.3% of the variance of M_OQS X Y .153 .391 R 2 R
Further Investigation ,[object Object],[object Object],[object Object],[object Object],[object Object],Thompson, 2002, 1996, and 1992
Collaboration & Innovation Building Connections Biostatistics AAHSL Peer Networks New Directions Qualitative 2005 LibQUAL Local Projects

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E(p)owering Your Institution

  • 1. E (p) owering Your Institution A Mixed-Model Approach to Assessment © 2004 Douglas Joubert Douglas James Joubert Greenblatt Library
  • 2.
  • 3.
  • 4. Creating a Culture of Assessment Culture of Assessment Benchmarking ARL Service Academy AAHSL Task Force Questions LibQUAL+ “ Aspirational” “ Comparator”
  • 5. Speaking a common language Q ua n t i t a t i v e Input Output Outcomes Qualitative Performance Indicators Assessment
  • 6. Influential Players Input Output Outcomes Qualitative Performance Indicators Assessment
  • 8. Linear Model of Research Adapted from Flick, 2002 Theory H 1 Sampling Analysis Validation
  • 9. Circular Model of Research Adapted from Glaser & Strauss, in Flick, 2002 Comparing Comparing Comparing Sampling Sampling Case Textual analysis Case Textual analysis Case Textual analysis PA T
  • 10. Quantitative Research Quick! get to the cheese To Maze
  • 11. Qualitative Research I really don’t like cheese I need a vacation Do these frames make me look smart? To Maze Why am I here?
  • 12. Qualitative Research “ Triangulation ” “ Grounded Theory” “ Bricoleur ”
  • 13. Statistical Inference Flowchart Adapted from Rosner, 2000 Two Variables? Both continuous? Prediction? r/s between 2 variables? Both variables normal? Pearson correlation Rank correlation Linear regression Y Y N Y Y N Y
  • 14. Overall Data Considerations 24 th AAHSL 25 th AAHSL Local SPSS Tables Local SPSS Tables Local SPSS Tables 2002 LibQUAL+
  • 15. Overall Data Considerations N > 13,000 24 th AAHSL 25 th AAHSL Local SPSS Tables Local SPSS Tables Local SPSS Tables 2002 LibQUAL+
  • 16. Overall Data Considerations Descriptive 24 th AAHSL 25 th AAHSL Local SPSS Tables Local SPSS Tables Local SPSS Tables 2002 LibQUAL+
  • 17.
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  • 21. Hypothesis 1 Hypothesis I (H 1 ) was operationalized as, “What is the affect of library reporting structure on the mean measure of overall quality of service?”
  • 22.
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  • 27. Descriptive Statistics for Overall Quality of Service 19.2% 1.408 7.35 13127 Total 19.4% 1.393 7.19 759 University Library 20.2% 1.457 7.22 649 Other 17.6% 1.323 7.50 5972 Health Science Center 22.0% 1.583 7.18 879 University Administration 20.1% 1.451 7.23 4868 Medical School CV (%) SD Mean Count Library Reports To How would you rate overall quality of the service provided by the library?
  • 28. Type III Tests of Fixed Effects for Overall Quality of Service a a. Dependent Variable: How rate overall quality of the service? .464 .924 27.038 4 LIBSTRUC .000 6640.536 26.927 1 Intercept Sig. F Den df Num df Source
  • 29. Hypothesis 3 Hypothesis 3 (H 03 ) was operationalized as, “How does the number of constituents served affect satisfaction ratings?”
  • 30.
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  • 37. Transformed Correlations 32 N .027 Sig. (2-tailed) -.391* Pearson Correlation Total Constituents Served LibQUAL+ Mean Overall Quality of Service by Institution * Correlation is significant at the 0.05 level (2-tailed).
  • 38.
  • 39. Total Constituents as a Predictor of Measures of Overall Quality of Service Total Constituents accounts for 15.3% of the variance of M_OQS X Y .153 .391 R 2 R
  • 40.
  • 41. Collaboration & Innovation Building Connections Biostatistics AAHSL Peer Networks New Directions Qualitative 2005 LibQUAL Local Projects

Notes de l'éditeur

  1. Coefficient of variation is useful for comparing the variability of several different samples: (s/mean) x 100