Knowledge and the Prediction of Behavior: The Role of Information Accuracy in the Theory of Planned Behavior

The usefulness of a combined protection motivation and self-efficacy theory as a model of health enhancement was investigated via a persuasive communications paradigm. Self-efficacy expectancy, outcome expectancy (i.e., perceived response efficacy) and outcome value (i.e., perceived social value) of a health-enhancing behavior were manipulated. As predicted, both self-efficacy expectancy and response efficacy had significant main effects on subjects' intentions to perform the health-enhancing behavior. Outcome value had no significant effect on behavioral intentions. Correlational data indicated that response efficacy was the best single predictor of intentions and that self-efficacy expectancy was also a significant predictor of intentions. Outcome value added no predictability. These results support the utility of the combined protection motivation and self-efficacy theory as a model of health enhancement.     

Is writing affected by spelling performance and beliefs about spelling?

This study examined relations between self-efficacy and outcome expectancy beliefs and spelling and writing performance. Perceptions about spelling and writing were assessed in 258 collegeage participants. Spelling performance was measured through a 50-item spelling test and writing performance by a holistically scored writing sample. The most highly correlated variables included spelling outcome expectancy and writing outcome expectancy, spelling selfefficacy and writing self-efficacy, spelling performance and spelling self-efficacy, and spelling and writing performance. A causal model relating perceptions, spelling performance, and writing performance was proposed and its appropriateness estimated. Direct effects on spelling were found for spelling self-efficacy, while spelling self-efficacy had indirect effects on writing performance and spelling had a direct effect on writing performance. The causal model was discussed in terms of changing conceptions of writing instruction and traditional views of the role of spelling as a necessary component of good writing.     

Protection motivation and self-efficacy: A revised theory of fear appeals and attitude change

The effects of fear appeals on persuasion were investigated in a factorial experiment that was designed to test a combined model of protection motivation theory and self-efficacy theory. As predicted, the probability of a threat's occurrence and the effectiveness of a coping response both had positive main effects on intentions to adopt a recommended preventive health behavior. More importantly, the findings provided support for self-efficacy expectancy as a fourth component of protection motivation theory: Self-efficacy had a direct influence on intentions and interacted with two other variables of protection motivation theory. The interaction effect was interpreted in terms of two new decision-making strategies that people use when confronted with a fear appeal: a precaution strategy and a hyperdefensiveness strategy. In addition, the results replicated previous findings on the relationship between self-efficacy expectancy and outcome expectancy. A model incorporating protection motivation theory and self-efficacy theory is presented as a possible general model of attitude change.     

The development of beliefs about spelling and their relationship to spelling performance

This study examined relations among spelling performance and students' beliefs about spelling, including self-efficacy for spelling ability, outcome expectancy for spelling, and attributions for good spelling across grades 4, 7, and 10. Spelling self-efficacy remained relatively constant across grades. Spelling outcome expectancies for adult life and school declined across grades, as did effort and ability attributions for spelling success, with a disproportional decrease in ability attributions between grades 4 and 7. Self-efficacy was the strongest predictor of spelling performance at all grade levels; attribution for ability entered into the regression for grade 4 students, while outcome expectancies for school and writing were more important in grades 7 and 10. Cluster analyses on the grade 10 sample showed that students with high efficacy as spellers and high outcome expectancy of spelling for writing were the best spellers, with the highest performance reserved for those who attributed good spelling more to effort than ability. The impact of spelling instruction on developing beliefs is discussed.     

Affective and health-related outcome expectancies for physical activity in older adults

This study tests the effects of affective and health-related outcome expectancies on physical exercise, assuming stronger direct and indirect (via intention) effects from affective outcome expectancy to physical exercise than from health-related outcome expectancy to exercise. Physical exercise and social cognitive variables were assessed at baseline, and 6- and 12-month follow-up in 335 older adults (60–95 years of age). Applying structural equation modelling, there was a direct effect from affective, but not from health-related outcome expectancy on intentions and behaviour. Also, the indirect effect from self-efficacy on physical exercise via affective outcome expectancy was significant, whereas the mediation via health-related outcome expectancy was not. These findings emphasise the relative importance of affective versus health-related outcome expectancies in predicting intentions and physical exercise in older adults and highlight the importance to separate these facets at a conceptual level to enhance both theory development and health promotion.     

Affective and health-related outcome expectancies for physical activity in older adults

This study tests the effects of affective and health-related outcome expectancies on physical exercise, assuming stronger direct and indirect (via intention) effects from affective outcome expectancy to physical exercise than from health-related outcome expectancy to exercise. Physical exercise and social cognitive variables were assessed at baseline, and 6- and 12-month follow-up in 335 older adults (60-95 years of age). Applying structural equation modelling, there was a direct effect from affective, but not from health-related outcome expectancy on intentions and behaviour. Also, the indirect effect from self-efficacy on physical exercise via affective outcome expectancy was significant, whereas the mediation via health-related outcome expectancy was not. These findings emphasise the relative importance of affective versus health-related outcome expectancies in predicting intentions and physical exercise in older adults and highlight the importance to separate these facets at a conceptual level to enhance both theory development and health promotion.     

The role of risk perception and efficacy cognitions in the prediction of HIV-related preventive behavior and condom use

Abstract

Based on empirical findings on the central model variables of the Protection Motivation Theory, the influence of perceived susceptibility, perceived severity of the threat of AIDS, communicative and sexual self-efficacy, and outcome expectancy on various aspects of HIV-preventive behavior was examined. The study was based on a sample of 468 heterosexual adults between the ages of 20 and 45 years. The data were obtained by means of questionnaires filled out at various vacation sites that draw mass tourism or in the subjects' home town. The most significant predictor of behavior was found to be self-efficacy expectancy as regards assertiveness and use of HIV-related preventive measures. A high communicative self-efficacy expectancy, on the other hand, is associated with a higher level of risk behavior among certain subgroups and under certain behavioral aspects. This confirms the necessity of acknowledging the different forms of self-efficacy expectancy in sexual interactions. Perceived personal threat is also associated with risk behavior with respect to certain behavioral operationalizations. From this it can be concluded that one's own behavior is used as the basis for appraising one's susceptibility. The results also show that distinctions must be made when analyzing HIV-related risk behavior. In particular, a difference must be made between absolute behavior (degree of the risk behavior) and relative behavior (change - especially reduction - in risk behavior due to the danger of AIDS).     

Urban Latino school children's physical activity correlates and daily physical activity participation: a social cognitive approach

Guided by Social Cognitive Theory (Bandura, 1986), this study investigated the relationships between urban Latino children's physical activity (PA) correlates and their daily PA levels. The participants were 120 Latino children recruited from an urban elementary school. They completed questionnaires assessing their PA correlates (self-efficacy, outcome expectancy, social support, and physical and social environmental factor) and their one-week PA levels were measured by accelerometers. Correlation and multiple regression analyses were performed to examine the relationships between children's PA correlates and daily PA levels. Correlation analyses indicated that children's self-efficacy, social support, and physical and social environmental factor were positively related to their PA levels. Regression analyses further yielded that children's self-efficacy and social support emerged as significant contributors of their daily PA levels. However, outcome expectancy and physical and social environmental factor failed to predict PA levels. The findings were discussed in regard to the implications for practice and areas for future research.     

The relationship of computer self-efficacy expectations to computer interest and course enrollment in college

Gender differences in perceived self-efficacy for computer use may help account for differential computer interest and course enrollment at the college level. Three hundred sixty-eight students completed a two-page questionnaire assessing perceived computer self-efficacy, plans to take a computer science course, perceived importance of computing skills, and interest in learning about computers. Men rated themselves higher than did women for perceived self-efficacy. They were also more positive on the cognitive outcome measures, but with computer self-efficacy held constant, the magnitude of these differences was decreased, suggesting that perceived self-efficacy may be an important consideration when examining gender differences in computer interest and use.The author wishes to thank Dr. Martin Ford and Dr. Albert Bandura for their helpful comments on an earlier version of this article. This research was supported by a grant from the San Jose State University Foundation. Portions of this research were reported at the annual meetings of the American Educational Research Association in San Francisco, April 1986.     

Validity of the Perceived Health Competence Scale in a UK primary care setting

The Perceived Health Competence Scale (PHCS) is a measure of self-efficacy regarding general health-related behaviour. This brief paper examines the psychometric properties of the PHCS in a UK context. Questionnaires containing the PHCS, the SF-36 and questions about perceived health needs were posted to 486 patients randomly selected from a GP practice list. Complete questionnaires were returned by 320 patients. Analyses of these responses provide strong evidence for the validity of the PHCS in this setting. Consequently, we conclude that the PHCS is a useful addition to measures of global self-efficacy and measures of self-efficacy regarding specific behaviours in the toolkit of health psychologists. This range of self-efficacy assessment tools will ensure that psychologists can match the level of specificity of the measure of expectancy beliefs to the level of specificity of the outcome of interest.     

Social Cognitive Theory as a Framework to Explain Intentions to Practice Healthy Eating Behaviors1

Our focus in this study was the observed gap between informed awareness and the intention to act. We used elements of social cognitive theory to develop a theoretical model of six psychosocial factors hypothesized to influence the intention to adopt healthy eating behaviors. Survey data from 490 white-collar employees were analyzed using a Linear Structural Relations (LISREL) program and a stacked model. The overall fit of the model to one half of the data was excellent, x² (6, 237) = 3.79, p= 0.71, and the model was successfully replicated with the second half of the data x² (28, 249) = 28.68, p= 0.43. Our model suggests that self-efficacy expectations (a) partially depend on the perceived likelihood of an outcome; (b) act as a conduit for the effects of media, disincentives, and outcome expectancy; and (c) have powerful direct influences on intentions. As expected, outcome expectancy adds little to the prediction of intentions.     

Risk-appraisal,outcome and self-efficacy expectancies: Cognitive factors in preventive behaviour related to cancer

Abstract

Health education often attempts to influence or persuade through risk-appraisal of impending danger or harm. Risk: appraisal implies cognitive processes concerning the severity of the threatening event and the probability of its occurrence. In two studies we investigated whether risk factors could adequately predict preventive behaviour with respect to cancer. The tint study concerned the health belief model. the second study the protection motivation theory. Protection motivation theory includes the health belief factors but also self-efficacy expectancy. The most important finding is that risk-appraisal does not predict preventive behaviour adequately: outcome expectancy and self-efficacy expectancy should be included in the prediction of preventive behaviour. In general, our findings suggest the superiority of the protection motivation theory to the health belief model in predicting preventive behaviour with respect to cancer.     

Sex and sex-typing effects on computer attitudes and aptitude

Previous research has supported a sex difference favoring males on computer-related variables. This study examines the potential mediating effects of psychological sex typing on computer variables. One hundred twenty-five undergraduates were administered measures assessing sex typing, computer experience, computer attitudes, computer self-efficacy, and computer aptitude. When the effects of specific computer experience and sex-typing variables were removed using analyses of covariance, male/female comparisons on computer aptitude and self-efficacy variables were no longer significant. Participant sex as well as masculinity and several computer experience variables were significant in the computer attitude analysis.     

The Relationship of School Climate Factors to Counselor Self-Efficacy

A survey of school counselors was conducted to measure the relationship of Bandura's (1977b) concept of self-efficacy with school climate, counselor roles, and a variety of demographic variables. Results indicated that supportive staff and administrators were the strongest predictors of high counselor efficacy expectancy. In addition, outcome expectancy for school counselor behavior was predicted by both a similarly high degree of support from staff and administrators and fewer nonrelated counseling activities performed by school counselors. Discussion of results and implications for research and practice are presented.     

The role of risk perception and efficacy cognitions in the prediction of HIV-related preventive behavior and condom use

The salience of the Protection Motivation Theory to HIV preventive behavior was investigated in a sample of 468 heterosexual men 20-45 years of age recruited in Germany and at vacation spots in Spain. This theory conceptualizes self-protective behaviors as a function of the severity of the threat, perceived personal vulnerability to this threat, the availability of coping responses, and the effectiveness of these responses. Cognitive variables measured included perceived severity of the threat of AIDS, sexual self-efficacy expectancy, self-efficacy expectations in terms of sexual communication skills, response efficacy, and attitude toward condom use. On a scale of 1 (low) to 6 (high), perceived severity of the AIDS threat averaged 5.3, individual susceptibility ratings averaged 3.5, and susceptibility of peers had a mean of 4.9. Although 33% of respondents had made behavioral changes in response to the AIDS epidemic, only 15% always used condoms while 12% used them occasionally. Self-efficacy expectancy with regard to assertiveness and use of preventive measures emerged as the most significant predictor of HIV-related behaviors. The causal analyses indicated that high communicative self-efficacy expectancy is associated with high-risk sexual behaviors, while self-efficacy expectancy regarding assertiveness and the use of preventive measures promotes risk reduction. These associations were strongest in men over 26 years of age, singles, and tourists. These findings suggest a need for interventions for couples such as assertiveness training and guidance on communicating about sex and AIDS. Also demonstrated was the need for AIDS education programs to identify where participants are in terms of perceiving the threat of and coping with the AIDS epidemic and promote conditions that will help people advance to the next stage.     

When Less is More: A Short Version of the Personal Optimism Scale and the Self-Efficacy Optimism Scale

The past few years have seen increased theoretical and applied research on the relations between constructs related to positive expectations. However, instruments capable of distinguishing positive expectancy constructs are still lacking. This study evaluated the psychometric properties of the 18-item Personal Optimism Scale and Self-Efficacy Optimism Scale. Two student samples from the University of Novi Sad in Serbia were recruited for the present research, with a total of 728 participants. The results of the exploratory and confirmatory factor analyses did not support the theoretically expected structure. The results of the confirmatory factor analysis and content validity support shortening the scale to 9 items. The short versions of the scales demonstrated adequate reliability in internal consistency and adequate concurrent and convergent validity by significant correlations with dispositional optimism, general self-efficacy, hope, resilience and subjective well-being. The analyses lead us to conclude that a shorter 4-item Personal Optimism Scale and a 5-item Self-Efficacy Optimism Scale provide a clear, precise measures of two types of positive expectations. The authors argue that the limitations of the original scales emanate from their vague theoretical-substantive validity, and call for future research to replicate these findings.     

The Influence of Outcome Expectancy and Self-Efficacy on the Behavioral Intentions of Novice Exercisers

The present study was based upon self-efficacy (SE) theory (Bandura, 1986). Its purpose was to examine whether incentives, defined as the product of outcome expectancy and outcome value, would help to predict the behavioral intentions of novice exercisers when coupled with SE expectations for a specific form of exercise. Fifty- three volunteers who were novices at weight training for exercise, participated in a 2-day learn-to-weight-train clinic offered at a university. They completed pre- and postclinic measures of SE for weight training, expectancy-value ratings of outcomes primary and secondary to 1 month's weight-training participation, and a strength- of-intention measure of multiple actions consequent to clinic participation. Results indicated that primary physical health outcomes expected of postclinic participation independently predicted the variability in pre- and postclinic future intentions beyond the variance predicted by SE. Further, incentives and SE clearly discriminated between individuals extreme in the strength of their intentions at pre- and postclinic. Discussion concerns the inclusion of measures of incentive in studies using self-efficacy theory in order to examine individuals who begin exercise and then move through various decision stages about exercise adoption and maintenance. Rather than merely assuming the influence of incentives necessary and sufficient to encourage a cognitive or behavioral impact of efficacy, arguments are made for actively examining incentive as manifested through outcome expectations.     

Goal-striving and the implementation of goal intentions in the regulation of body weight

Abstract

The enactment of relatively easy-to-implement and relatively difficult-to-implement goal intentions was investigated in a field study of body weight maintenance for 141 university students. Three appraisal processes were examined as mechanisms for implementing intentions: self-efficacy, outcome expectancy, and affect towards means. The results showed that goal-directed dieting behaviours for men and women and goal-directed exercising/sport activities for men were influenced by the appraisals in a linear compensatory manner, and goal-directed exercising/sport activities for women were influenced by the appraisals via a three-way interaction. Self-efficacy, in particular, was a strong, pervasive determinant of both dieting and exercising/sport activities for men and women.     

Social cognitive models of health and exercise behavior: An introduction and review of conceptual issues

Abstract

This article reviews the major social cognitive models of adherence or compliance in health and exercise behavior and attempts to show that these models are more similar to each other than different from each other. Self-efficacy theory and the theory of reasoned action/planned behavior have guided most of the theory-based research on exercise behavior. Two other models, protection motivation theory and the health belief model, have guided much research on the role of social cognitive factors in other health behaviors. These models are comprised largely of the same basic set of social cognitive variables: self-efficacy expectancy, outcome expectancy, outcome value, and intention. Two other factors, situational cues and habits, although not common to all the models, round out the theoretical picture by explaining how the relationship between the major social cognitive variables and behavior may change with repeated performance of a behavior over time.An integration of these models is offered using the theory of planned behavior as a foundation. It is suggested that research on health and exercise behavior that pits one model against another to determine which one is the better predictor of behavior is likely to be unproductive due to the striking similarities of the models. It is suggested instead that theorists and researchers focus their efforts on integration of the major social cognitive models and on determining the relative predictive utility of the various social cognitive factors with various health behaviors and in various contexts.     

Career self-efficacy, career outcome expectations and vocational interests among Japanese university students

The Social Cognitive Career Model proposes that career interests arise from beliefs about capability to execute a course of activity (self-efficacy), and beliefs about the consequences of performing particular activities (outcome expectations). In our study, 301 Japanese university students were given questionnaires including the Vocational Preference Inventory and scales assessing Career Self-efficacy and Career-outcome Expectations. Hierarchical multiple regression analyses indicated both self-efficacy and outcome expectations were significantly related to vocational interests. Outcome expectations accounted for significant incremental variance in explaining interests across six of Holland's vocational environments. Implications of social cognitive theory for career development and interventions among Japanese university students are discussed.