Applying structural equation modeling in the context of the theory of reasoned action: Some problems and solutions.

This study identifies and attempts to solve problems encountered in applications of structural equation modeling (SEM) to the theory of reasoned action. This theory is often used in social psychology and aims at explaining and predicting behavior. The few studies that test this theory with SEM have, in general, 2 methodological problems, which cast serious doubt on the validity of the conclusions. The first problem is that in most of the tests the data do not fit the model. The second problem is that part of the theory is formulated by multiplying 2 variables, which implies that the results are highly dependent on the arbitrarily chosen scale values. These problems are illustrated with a secondary analysis of survey data gathered by Burnkrant and Page (1988) and by new data presented in this study. In this article, an alternative model specification is proposed that strongly improves the fit of the data, but leaves intact the structural part of the model being tested. It is also advisable to omit 1 of the...

[1]  Terence A. Shimp,et al.  The Theory of Reasoned Action Applied to Coupon Usage , 1984 .

[2]  I. Ajzen,et al.  Attitudes and normative beliefs as factors influencing behavioral intentions. , 1972 .

[3]  I. Ajzen,et al.  Understanding Attitudes and Predicting Social Behavior , 1980 .

[4]  S. Chaiken,et al.  The psychology of attitudes. , 1993 .

[5]  G. Godin,et al.  An application of Ajzen's theory of planned behaviour to predict mothers' intention to use oral rehydration therapy in a rural area of Benin. , 1993, Social science & medicine.

[6]  Donal E. Carlston,et al.  Negativity and extremity biases in impression formation: A review of explanations. , 1989 .

[7]  Martin G. Evans,et al.  The problem of analyzing multiplicative composites: Interactions revisited. , 1991 .

[8]  J. Kimiecik,et al.  Predicting Vigorous Physical Activity of Corporate Employees: Comparing the Theories of Reasoned Action and Planned Behavior , 1992 .

[9]  F. Crawley,et al.  Predicting and understanding Korean high school students' science-track choice: Testing the theory of reasoned action by structural equation modeling , 1993 .

[10]  Shalom H. Schwartz,et al.  A test of a model for reducing measured attitude-behavior discrepancies. , 1972 .

[11]  R. Bagozzi.  Attitudes, intentions, and behavior: A test of some key hypotheses. , 1981 .

[12]  Joel B. Cohen,et al.  An examination of the Fishbein-Ajzen behavioral-intentions model's concepts and measures ☆ , 1981 .

[13]  K. Bagiatis,et al.  Preliminary Study of the Ability of Reasoned Action Model in Predicting Exercise Behavior of Young Children , 1991 .

[14]  R. Bagozzi.  An Examination Of The Validity Of Two Models Of Attitude. , 1981, Multivariate behavioral research.

[15]  Thomas J. Page,et al.  The structure and antecedents of the normative and attitudinal components of Fishbein's theory of reasoned action , 1988 .

[16]  Pierre Valois,et al.  The pattern of influence of perceived behavioral control upon exercising behavior: An application of Ajzen's theory of planned behavior , 1993, Journal of Behavioral Medicine.

[17]  I. Ajzen,et al.  The Prediction of Behavioral Intentions in a Choice Situation. , 1969 .

[18]  M. Fishbein.  Toward an Understanding of Family Planning Behaviors , 1972 .

[19]  Blair H. Sheppard,et al.  The Theory of Reasoned Action: A Meta-Analysis of Past Research with Recommendations for Modifications and Future Research , 1988 .

[20]  I. Ajzen,et al.  Prediction of goal directed behaviour: Attitudes, intentions and perceived behavioural control , 1986 .

[21]  Martin G. Evans,et al.  Testing multiplicative models does not require ratio scales , 1979 .

[22]  J. Grube,et al.  Attitudes and normative beliefs as predictors of smoking intentions and behaviours: a test of three models. , 1986, The British journal of social psychology.

[23]  David Wilson,et al.  Factors Predicting Zimbabwean Students' Intentions To Use Condoms , 1992 .

[24]  T. Falbo,et al.  The Fishbein model: triumphs problems and prospects. , 1980 .

[25]  I. Ajzen,et al.  Belief, Attitude, Intention, and Behavior: An Introduction to Theory and Research , 1977 .

[26]  Christopher Spencer,et al.  Understanding seat‐belt use: A test of Bentler and Speckart's extension of the ‘theory of reasoned action’ , 1984 .