The purposes of this study were to investigate S-P (StudentProblem) chart analysis theory, and its efficiency in improving teachers' attitudes on the techniques of proposition in learning assessment. The results were applied to improve the teaching strategies and teachers' training programs for primary and junior high schools. The research methods of this study were (a) Literature review: To examine the testing and statistical bases of S-P chart analysis theory, (b)Controlled field experiments: To test the efficiency of S-P chart analysis in improving teachers' attitudes on the techniques of proposition in teaching, and (c) Case study : To investigate the application of S-P chart analysis in teacher proposition and item analysis. The results found (a) The S-P chart analysis theory was developed from the modern test ing theory. Its statistical reasoning emphasized the item response pattern. Thus, this S-P chart analysis theory was based upon the caution coefficient of each item for doing evaluation, and found out what kind of items needed to be revised. (b) The empirical data showed that the S-P chart analysis theory had positive effects on changing teachers' attitudes on the techniques of proposition. (c) The results from 122 test items of case study showed that the S-P chart analysis could be used to calculate each item coefficient. Based upon the relationship between the probability of right answer and the caution coefficient of each item, different kind levels of items (e.g. adequate items; difficult items; or inadequate items etc.) could be found and /or revised. For further study, the author suggested (a) Use S-P chart analysis to analyze each item, the items which had large caution coefficient were explained that there were heterogeneous factors in those items, and those items needed to be revised. However, it should be concerned and found out what kind of heterogeneous factors were included in those items. (b) Need to do more studies in each teaching strategies in primary and junior high schools for investigating whether the S-P chart analysis could be applied in unit teaching. (c) Need to do more empirical studies for finding out whether the S-P chart analysis could be systematically applied in learning guidance to class students.