PURDUE UNIVERSITY THIS IS TO CERTIFY THAT THE THESIS PREPARED UNDER MY SUPERVISION Jar old H, Niven A Comparison of Two Attitude Scaling Techniques ENTITLED ____________________________ COMPLIES WITH THE UNIVERSITY REGULATIONS ON GRADUATION THESES AND IS APPROVED BY ME AS FULFILLING THIS PART OF THE REQUIREMENTS FOR THE DEGREE OF Doctor of Philosophy Professob in Charge of Thesis y Head of School or Department 19^~/ TO THE LIBRARIAN THIS THESIS IS NOT TO BE REGARDED AS CONFIDENTIAL. 'C' yv/- PROFESS OH HT CHARGE REGISTRAR FORM 10—7.47—1M A COMPARISON OF TWO ATTITUDE SCALING TECHNIQUES A Thesis Submitted to the Faculty of Purdue University by Jarold R, Niven In Partial Fulfillment of the Requirements for the Degree of Doctor of Philosophy June, 1951 ProQuest Number: 27714294 All rights reserved INFORMATION TO ALL USERS The quality of this reproduction is dependent upon the quality of the copy submitted. In the unlikely event that the author did not send a complete manuscript and there are missing pages, these will be noted. Also, if material had to be removed, a note will indicate the deletion. uest ProQuest 27714294 Published by ProQuest LLC (2019). Copyright of the Dissertation is held by the Author. All rights reserved. This work is protected against unauthorized copying under Title 17, United States Code Microform Edition © ProQuest LLC. ProQuest LLC. 789 East Eisenhower Parkway P.O. Box 1346 Ann Arbor, Ml 48106 - 1346 ACKNOWLEDGEMENTS I am deeply indebted to Dr. C. H. Lawshe, not only for the guidance and encouragement furnished me in the preparation of this thesis, but also for his generous aid and direction thruout my graduate work. Appreciation is also due the members of my advisory committee. Professors E. J. McCormick, N. 0. Kephart, K. S. Davenport and W. V. Owen for their helpful suggestions and assistance. I am grateful to Mr. Ivan Willis, Vice President of Industrial Relations, Mr. Ernest Reed, Manager of Education and Training and Mr. Wendell Wood, General Supervisor of Research and Testing, all of the General Office, International Harvester Company, and to Mr. Paul Johnson, Works Manager, Mr. H. A. Torgerson, Assistant Works Manager, and Mr. Guy Myers, Training Director of the Louisville Works, Interna tional Harvester Company, whose cooperation and assistance made this study possible. ABSTRACT Niven, Jarold R*, A COMPARISON OF TWO ATTITUDE SCALING TECHNIQUES, June, 1951, 39 pages, 6 tables, 14 titles in the bibliography, appendix, A research problem in applied psychology which makes a statistical ev aluation of the Reciprocal Averages Scaling Technique and Guttman1 s Cornell Scale Analysis, The objective quantification of attitude measurement has been a problem which has been attacked with numerous methods. It was the pur pose of this study to investigate two of these methods. Two hundred and ninety-five manufacturing supervisors were admin istered an attitude questionnaire consisting of 29 items. The population was divided into a primary group and a hold out group. Both scaling techniques were applied to the primary group and tried out in the hold out group. Twelve items were selected by the Reciprocal Averages Technique and ten by the Cornell Technique, nine of which were common. Lower bound reliability coefficients for the two methods ranged from ,78 to ,84 and while higher for the Reciprocal Averages Technique were not significantly different. The obtained reliability coefficients did not differ signi ficantly from the primary to the hold out groups. Total scores for the two methods correlated .93 in the primary group and .89 in the hold out group. The Cornell Technique resulted in an eleven point scale and the Reciprocal Averages Technique provided a 56 point scale which might ii prove to be more dis criminative * The items and weights resulting from the Reciprocal Averages Technique were applied to a second population of 243 supervisors who were identified as to the divisions in which they worked. An analysis of variance of mean scores for the various divisions provided an F ratio significant beyond the 1% level of confidence. iii TABLE OF CONTENTS PAGE INTRODUCTION 1 HISTORY AND BACKGROUND 1 PROCEDURE 3 Questionnaire 3 Population 4 Reciprocal Averages Technique 4 Cornell Scale Analysis Technique 7 Comparison of Methods 11 RESULTS 12 Reciprocal Averages Technique 12 Cornell Scale Analysis Technique 12 Comparison of Methods 13 Comparison of Administration Effort 14 APPLICATION 14 SUMMARY AND CONCLUSIONS 15 BIBLIOGRAPHY 17 APPENDIX A Further Analysis of Items hy the Reciprocal Averages Technique 19 APPENDIX B Tables 22 APPENDIX C Questionnaire 29 APPENDIX D Code Data for Punching IBM Cards 38 iv LIST OF TABLES TABLE PAGE 1« Fourth Approximation Scale Values Established by the First Analysis of the Reciprocal Averages Technique 22 2, Coefficients of Reproducibility, Plus Percentage Ratios, Item Response Combinations and Item Cutting Points Obtained by the Cornell Scale Analysis Technique 23 3# Mean Scores by Division for the 243 Supervisors Admin istered the Second Questionnaire 24 4, Analysis of Variance of Mean Scores by Divisions for the 243 Supervisors Administered the Second Questionnaire 25 5. Third Approximation Scale Values Established by the Second Analysis of the Reciprocal Averages Technique 26 6* Fifth Approximation Scale Values Established by the Third Analysis of the Reciprocal Averages Technique 27 v A COMPARISON OF TWO ATTITUDE SCALING TECHNIQUES The selection of items for the measurement of attitudes and the objective quantification of such measurement has been a problem which has been subject to considerable research and investigation. In recent years, several statistical methods have been developed for the purpose of selecting and scaling attitude measuring items. It is the purpose of this study to investigate and compare two of those methods, the Reciprocal Averages Scaling Technique and Guttman*s Cornell Scale Analysis. HISTORY AND BACKGROUND The early work of attitude scaling was done by Thurstone (14) who used the method of equal appearing intervals. Scale values are determined by finding the median values of items as they are placed on a continuum by a number of judges. The interquartile range of judgments is used as a measure of ambiguity. Items are chosen in terms of equal spacing on the continuum and the least amounts of ambiguity. Likert (11) departs from this method in that items are assigned predetermined weights ranging from 0 to 4> are administered to a trial population, and final selection is on a basis of internal consistency. The technique developed by Guttman (6,8) is used to investigate a set of items in order to ascertain whether or not the items as such are attributes of a universe of qualitative data or content. To the extent that the items are unidimensional, it is possible to formulate a scale 1