Methodological and Conceptual Problems and Issues in Attribute x Treatment Interaction (ATI) Research
Keywords:
individual differences, research methodology, educational psychologyAbstract
Twelve methodological and conceptual problems and issues in ATI research are discussed: the impossibility of manipulating organismic variables, the intercorrelation of organismic variables, whether to use “actual” or “perceived” environment measures, the classification and measurement of environmental characteristics, whether to use broadly or narrowly defined attributes and treatments, whether it is necessary to conceptualize both the person and the environment in theoretically comparable terms, whether ATI research should be theoretical or atheoretical, the importance of ordinal and disordinal interactions, determining regions of significant difference in interactions, the confounding of between- and within-class regressions with treatment regressions, and the neglect of intermediate treatments. It is concluded that there is no clear reason to retreat from the ATI orientation and that ATI research may prove to be a cornerstone in the active recognition of the interactive complexity of behavior determinants and may represent an important evolutionary step in psychology in general.
References
Adorno, T., Frenkel-Brunswik, E., Levinson, D., & Sanford, N. The authoritarian personality. New York: Harper, 1950.
Anderson, G. J. The assessment of learning environments: A manual for the learning environment inventory and my class inventory. Halifax, Nova Scotia: Atlantic Institute of Education, 1973.
Atkinson, J. W., & Feather, N. T. A theory of achievement motivation. New York: Wiley, 1966.
Berliner, D. C., & Cahen, L. S. Trait-treatment interaction and learning. In F. N. Kerlinger (Ed.), Review of research in education 1. Itasca, Illinois: F. E. Peacock, 1973.
Bracht, G. H., & Glass, G. V. The external validity of experiments. American Educational Research Journal, 1968, 5, 437-474.
Cahen, L. S., & Linn, R. L. Regions of significant criterion differences in aptitude-treatment-interaction research. American Educational Research Journal, 1971, 8, 521-530.
Campbell, D. T., & Fiske, D. W. Convergent and discriminant validation by the multitrait-multimethod matrix. Psychological Bulletin, 1959, 56, 81-105.
Campbell, D. T., & Stanley, J. C. Experimental and quasi-experimental designs for research. Chicago: Rand McNally, 1963.
Cohen, J. Multiple regression as general data-analytic system. Psychological Bulletin, 1968, 70, 426-443.
Cronbach, L. J. The two disciplines of scientific psychology. American Psychologist, 1957, 12, 671-784.
Cronbach, L. J. Beyond the two disciplines of scientific psychology. American Psychologist, 1975, 67, 717-724.
Cronbach, L. J., & Snow, R. E. Aptitudes and instructional methods. New York: Irvington, 1977.
Cronbach, L. J., & Webb, N. Between-class and within-class effects in a reported aptitude X treatment interaction: Reanalysis of a study by G. L. Anderson. Journal of Educational Psychology, 1975, 67, 717-724.
DiVesta, F. J. Theory and measurement of individual differences in studies of trait and treatment interaction. Educational Psychologist, 1973, 10, 67-75.
Dowaliby, F., & Schumer, H. Teacher-centered versus student-centered mode of college classroom as related to manifest anxiety. Journal of Educational Psychology, 1973, 64, 125-132.
Erlander, S., & Gustavsson, J. Simultaneous confidence region in normal regression analysis with an application to road accidents. International Statistical Institute Review, 1965, 33, 364-377. Cited in L. S. Cahen & R. L. Linn, Regions of significant criterion differences in aptitude-treatment-interaction research. American Educational Research Journal, 1971, 8, 521-530.
Glaser, R. Individuals and learning: The new aptitudes. Educational Researcher, 1972, 1, 5-12.
Goldberg, L. R. Student personality characteristics and optimal college learning conditions: An extensive search for trait by treatment interaction effects. Instructional Science, 1972, 1, 153-210.
Humphreys, L. G., & Fleishman, A. Pseudo-orthogonal and other analysis of variance designs involving individual-differences variables. Journal of Educational Psychology, 1974, 66, 464-472.
Hunt, D. E. Matching models in education. Toronto: Ontario Institute for Studies in Education, 1971.
Hunt, D. E. Person-environment interaction: A challenge found wanting before it was tried. Review of Educational Research, 1975, 45, 209-230.
Jacobson, F. N., & Rettig, S. Authoritarianism and intelligence. Journal of Social Psychology, 1959, 50, 213-219.
Johnson, P. O., & Neyman, J. Tests of certain linear hypotheses and their applications to some educational problems. Statistical Research Memoirs, 1936, 1, 57-93. Cited in L. S. Cahen & R. L. Linn, Regions of significant criterion differences in aptitude-treatment-interaction research. American Educational Research Journal, 1971, 8, 521-530.
Lubin, A. The interpretation of significant interaction. Educational and Psychological Measurement, 1961, 21, 807-817.
McCann, S. J. H., & Fisher, R. J. The interactive relationships of teacher directiveness and student authoritarianism and dogmatism to grades and satisfaction. Alberta Journal of Educational Research, 1977, 23, 71-84.
McCann, S. J. H., & Hamilton, M. L. The interaction of student satisfaction, dogmatism, and the structure dimension of teacher directiveness. Psychology in the Schools, 1978, 15, 302-309.
McGuire, W. J. The Yin and Yang of progress in social psychology: Seven Koan. Journal of Personality and Social Psychology, 1973, 26, 446-456.
Mischel, W. Toward a cognitive social learning reconceptualization of personality. Psychological Review, 1973, 80, 252-283.
Mitchell, J. V. Education's challenge to psychology: The prediction of behavior from person-environment interactions. Review of Educational Research, 1969, 39, 695-721.
Pervin, L. A. Performance and satisfaction as a function of individual-environment fit. Psychological Bulletin, 1968, 69, 56-63.
Potthoff, R. F. On the Johnson-Neyman technique and some extensions thereof. Psychometrika, 1964, 29, 241-256. Cited in L. S. Cahen & R. L. Linn, Regions of significant criterion differences in aptitude-treatment interaction research. American Educational Research Journal, 1971, 8, 521-530.
Rhetts, J. E. Aptitude-treatment interactions in individualized instruction: A conceptual framework and example from the project PLAN. In L. Sperry (Ed.), Learning, performance and individual differences: Essays and readings. Glenview, Illinois: Scott, Foresman, 1972.
Rokeach, M. The open and closed mind. New York: Basic Books, 1960.
Salomon, G. Heuristic models for the generation of aptitude-treatment interaction hypotheses. Review of Educational Research, 1972, 42, 327-343.
Sells, S. B. Dimensions of stimulus situations which account for behavior variance. In S. B. Sells (Ed.), Stimulus determinants of behavior. New York: Ronald, 1963. (a)
Sells, S. B. An interactionist looks at the environment. American Psychologist, 1963, 18, 696-702. (b)
Shulman, L. S. Reconstruction of educational research. Review of Educational Research, 1970, 40, 371-396.
Snow, R. E. Learning and individual differences. In L. S. Shulman (Ed.), Review of research in education, 1976, 4, 50-105.
Steele, J. M., House, E. R., & Kerins, T. An instrument for assessing institutional climate through low-inference student judgements. American Educational Research Journal, 1971, 8, 447-466.
Tobias, S. Achievement treatment interactions. Review of Educational Research, 1976, 46, 61-74.
Trickett, E. J., & Moos, R. H. Social environment of junior high and high school classrooms. Journal of Educational Psychology, 1973, 65, 93-102.
Tuckman, B. A study of the effectiveness of directive versus nondirective vocational teachers as a function of student characteristics and course format. United States Office of Education Research Project No. 6-2300, Rutgers University, 1968.
Zagona, S. V., & Zurcher, L. A. The relationship of verbal ability and other cognitive variables in the open-closed cognitive dimension. Journal of Psychology, 1965, 60, 213-219.
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