The program evaluation prism: using statistical methods to discover patterns
Saved in:
| Main Author: | |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
Hoboken, N.J.
Wiley
2010
|
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Item Description: | Includes bibliographical references and index |
| Physical Description: | XIII, 310 S. Ill., graph. Darst. |
| ISBN: | 9780470579046 |
Staff View
MARC
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| 245 | 1 | 0 | |a The program evaluation prism |b using statistical methods to discover patterns |c Martin Lee Abbott |
| 264 | 1 | |a Hoboken, N.J. |b Wiley |c 2010 | |
| 300 | |a XIII, 310 S. |b Ill., graph. Darst. | ||
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| 500 | |a Includes bibliographical references and index | ||
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| 650 | 4 | |a Educational evaluation |z United States |x Statistical methods | |
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Record in the Search Index
| _version_ | 1804143585878081536 |
|---|---|
| adam_text | IMAGE 1
VI CONTENTS
DISPELLING THE MYSTIQUE OF STATISTICS / 22
RESEARCH LITERACY / 23 THE DISCOVERY QUESTIONS / 24 SCHOOL
CHARACTERISTICS AND STUDENT LEARNING / 24 WORKER PARTICIPATION / 25
THE IMPACT OF TECHNOLOGY ON THE CLASSROOM / 27 CLASSROOM OBSERVATION
DATA / 28 DISCOVERY LEARNING / 29 TERMS AND CONCEPTS / 29
3 USING SPSS
GENERAL FEATURES / 32 MANAGEMENT FUNCTIONS / 34 READING AND IMPORTING
DATA / 34 SORT / 34
SPLIT FILE / 35 TRANSFORM/COMPUTE (CREATING INDEXES) / 36 MERGE / 37
ANALYSIS FUNCTIONS / 41
GRAPHING FUNCTIONS / 41
4 CORRELATION
THE NATURE OF CORRELATION / 47 PREDICTION / 49 CORRELATION IS NOT
CAUSATION / 50 PEARSON S R / 51
STRENGTH AND DIRECTION / 51 A NOTE ON THE NATURE OF THE DATA / 54
INTERPRETING PEARSON S R / 56 TESTING THE STATISTICAL SIGNIFICANCE OF A
CORRELATION / 57
THE PRACTICAL SIGNIFICANCE OF R: EFFECT SIZES / 60 AN EVALUATION
EXAMPLE OF CORRELATION: THE IMPACT OF TECHNOLOGY ON TEACHING AND
LEARNING / 63 INFLUENCES ON CORRELATION / 71
RESTRICTED RANGE / 71 EXTREME (OUTLIER) SCORES / 73 OTHER KINDS OF
CORRELATION / 73 A RESEARCH EXAMPLE OF SPEARMAN S
RHO CORRELATION / 75
31
47
IMAGE 2
CONTENTS VII
NONLINEAR CORRELATION / 78
EXTENDING CORRELATION TO INC1UDE ADDITIONAL VARIABLES / 78
CORRELATION-DETAIL FOR THE CURIOUS / 78 COMPUTING PEARSON S R / 78
ASSUMPTIONS OF CORRELATION / 79
NONLINEAR CORRELATION / 81 DISCOVERY LEARNING / 81 TERMS AND CONCEPTS /
83 REAL WORLD LAB-CORRELATION / 84
DESCRIPTION OF THE DATA / 84 EVALUATION QUESTIONS / 86
5 REGRESSION 87
THE REGRESSION LINE-LINE OF BEST FIT / 88 THE REGRESSION FORMULA / 91
STANDARD ERROR OF ESTIMATE / 93 CONFIDENCE INTERVAL / 94
RESIDUALS / 94 REGRESSION EXAMPLE WITH ACHIEVEMENT DATA / 98 THE RESULTS
OF THE ANALYSIS / 101 THE GRAPH OF THE RESULTS / 105
STANDARD ERROR OF THE ESTIMATE / 106 THE CONFIDENCE INTERVAL / 108
DETAIL-FOR THE CURIOUS / 110 ASSUMPTIONS OF REGRESSION / 110
FIXED AND RANDOM EFFECTS MODELING / 111 NONLINEAR CORRELATION / 111
CA1CULATING THE STANDARD ERROR OF THE ESTIMATE / 116 DISCOVERY LEARNING
/ 117
TERMS AND CONCEPTS / 118 REAL WORLD LAB-BIVARIATE REGRESSION / 120
6 CLEANING THE DATA-DETECTING OUTLIERS 121
UNIVARIATE EXTREME SCORES / 122 MULTIVARIATE EXTREME SCORES / 124
DISTANCE STATISTICS / 128 INFLUENCE STATISTICS / 131
DISCOVERY LEARNING / 134
IMAGE 3
VIII CONTENTS
TERMS AND CONCEPTS / 135
REAL WOR1D LAB-EXTREME SCORES / 136
7 MULTIPLE CORRELATION
INTRODUCTION / 137 CONTROL VARIABLES / 139 MEDIATOR VARIABLES / 140
USING MULTIPLE CORRELATION TO CONTROL VARIABLES: PARTIAL AND SEMIPARTIAL
CORRELATION / 142 PARTIAL CORRELATION / 143 SEMIPARTIAL (PART)
CORRELATION / 147
DISCOVERY LEARNING / 149
TERMS AND CONCEPTS / 149 REAL WOR1D LAB-PARTIAL AND SEMIPARTIAL
CORRELATION / 151
8 MULTIPLE REGRESSION
MULTIPLE REGRESSION WITH TWO PREDICTOR VARIABLES / 154 USES OF MULTIPLE
REGRESSION / 154 MULTIPLE REGRESSION OUTCOMES / 155 OMNIBUS FINDINGS FOR
THE OVERALL MODEL / 155
INDIVIDUAL PREDICTORS / 157 ADDITIONAL SPSS RESULTS / 158 MULTIPLE
REGRESSION: HOW TO ENTER PREDICTORS / 165 STEPWISE REGRESSION AND OTHER
METHODS / 167 ASSUMPTIONS OF MULTIPLE REGRESSION / 171
MULTICOLLINEARITY / 171 CLEANING THE DATABASE / 174 MULTIPLE REGRESSION
WITH MORE THAN TWO PREDICTOR VARIABLES: RESEARCH EXAMPLES / 174
PREDICTING THE IMPACT OF SCHOOL VARIABLES ON TEACHING AND LEARNING: THE
TAGLIT DATA / 174 OMNIBUS FINDINGS / 177 RESULTS OF INDIVIDUAL
PREDICTORS / 177 THE LARGER MODEL OF SCHOOL ACHIEVEMENT / 178
DISCOVERY LEARNING / 180
TERMS AND CONCEPTS / 181 REAL WOR1D LAB-MULTIPLE REGRESSION / 182
137
153
IMAGE 4
CONTENTS IX
9 CODING-USING MU TIP E REGRESSION WITH
CATEGORICAL VARIABLES 185
NATURE OF DUMMY VARIABLES / 185 ONE CATEGORICAL VARIABLE WITH TWO GROUPS
/ 186 CREATING DUMMY VARIABLES / 193 CREATING SUBVARIABLES IN SPSS /
194 ONE CATEGORICAL VARIABLE WITH MORE THAN TWO GROUPS / 199
A HYPOTHETICAL EXAMPLE / 200 AN EXAMPLE FROM THE SCHOOL DATABASE / 202
DISCOVERY LEARNING / 203 DETAIL FOR THE CURIOUS-FALSE DICHOTOMIES / 203
TERMS AND CONCEPTS / 204 REAL WORLD LAB-DUMMY CODING / 205
10 INTERACTION
INTERACTIONS WITH CONTINUOUS VARIABLES / 209 INTERACTION WITH
CATEGORICAL VARIABLES / 216 DISCOVERY LEARNING / 221 TERMS AND CONCEPTS
/ 222
REAL WORLD LAB-INTERACTION / 223
207
11 DISCOVERY LEARNING THROUGH CORRELATION AND REGRESSION 225
OVERALL DISCOVERY NOTES / 225 FINDINGS FROM THE DATA / 226 STUDENT
ACADEMIC ACHIEVEMENT / 226 WORKPLACE PARTICIPATION / 227
IMPACT OF TECHNOLOGY ON STUDENT LEARNING / 228 ADVANCED STATISTICAL
TECHNIQUES / 229 HIERARCHICAL LINEAR MODELING / 229 STRUCTURAL EQUATION
MODELING AND PATH ANALYSIS / 230
OTHER REGRESSION PROCEDURES / 231
12 PRACTICAL APPLICATION ANALYSES
REAL WORLD LAB-CORRELATION / 233 REAL WORLD LAB-BIVARIATE REGRESSION /
235 REAL WORLD LAB-EXTREME SCORES / 239
233
IMAGE 5
X CONTENTS
REAL WORLD LAB-PARTIAL AND SEMI-PARTIAL
CORRELATION / 245 REAL WORLD LAB-MULTIPLE REGRESSION / 247 REAL WORLD
LAB-DUMMY CODING / 249 REAL WORLD LAB-LNTERACTION / 252
APPENDIX
REFERENCES
INDEX
259
305
307
|
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| id | DE-604.BV036878336 |
| illustrated | Illustrated |
| indexdate | 2024-07-09T22:50:00Z |
| institution | BVB |
| isbn | 9780470579046 |
| language | English |
| lccn | 2009051018 |
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| physical | XIII, 310 S. Ill., graph. Darst. |
| publishDate | 2010 |
| publishDateSearch | 2010 |
| publishDateSort | 2010 |
| publisher | Wiley |
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| spelling | Abbott, Martin L. 1949- Verfasser (DE-588)1032609311 aut The program evaluation prism using statistical methods to discover patterns Martin Lee Abbott Hoboken, N.J. Wiley 2010 XIII, 310 S. Ill., graph. Darst. txt rdacontent n rdamedia nc rdacarrier Includes bibliographical references and index SPSS (Computer file) Educational evaluation United States Statistical methods Pädagogik (DE-588)4044302-4 gnd rswk-swf Evaluation (DE-588)4071034-8 gnd rswk-swf USA Pädagogik (DE-588)4044302-4 s Evaluation (DE-588)4071034-8 s DE-604 Inhaltsverzeichnis application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=020793783&sequence=000003&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Abbott, Martin L. 1949- The program evaluation prism using statistical methods to discover patterns SPSS (Computer file) Educational evaluation United States Statistical methods Pädagogik (DE-588)4044302-4 gnd Evaluation (DE-588)4071034-8 gnd |
| subject_GND | (DE-588)4044302-4 (DE-588)4071034-8 |
| title | The program evaluation prism using statistical methods to discover patterns |
| title_auth | The program evaluation prism using statistical methods to discover patterns |
| title_exact_search | The program evaluation prism using statistical methods to discover patterns |
| title_full | The program evaluation prism using statistical methods to discover patterns Martin Lee Abbott |
| title_fullStr | The program evaluation prism using statistical methods to discover patterns Martin Lee Abbott |
| title_full_unstemmed | The program evaluation prism using statistical methods to discover patterns Martin Lee Abbott |
| title_short | The program evaluation prism |
| title_sort | the program evaluation prism using statistical methods to discover patterns |
| title_sub | using statistical methods to discover patterns |
| topic | SPSS (Computer file) Educational evaluation United States Statistical methods Pädagogik (DE-588)4044302-4 gnd Evaluation (DE-588)4071034-8 gnd |
| topic_facet | SPSS (Computer file) Educational evaluation United States Statistical methods Pädagogik Evaluation USA |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=020793783&sequence=000003&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
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