The Relationship of Selected Non-School Variables to the Decline

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Last updated 20 setembro 2024

The Relationship of Selected Non-School Variables to the Decline

The purposes of this study were to investigate the impact of the following factors on the decline of average SAT scores between 1952 and 1981: (1) changes in composition of population of the SAT takers after 1963, (2) aggregate technological and social changes related to the scores in the years following 1970, and (3) selected economic factors in the period 1952 through 1981. Two models were used to test the hypotheses of this study. The dependent variables of each model were the SAT Verbal and Math scores. The independent variables of the study were two intervention variables that represented changes following 1963 and after 1970. Also, three economic variables were subjected to principal component analysis. These were changes in unemployment, Consumer Price Index (CPI), and real Gross National Product (GNP). The results were two factors: (1) Economic Instability (combination of unemployment and CPI), and (2) Economic Growth. These two factors were used as independent variables in addition to the interventions of 1963 and 1970. The interaction of these variables were calculated. The Box-Jenkins technique was used to generate residuals which were white noise (free from the confounding of autoregression, moving average, and trend or stochastic drift). Finally, hierarchical multilinear regression technique was used to analyze the white noise data of the study.