Testing the efficacy of the theory of planned behavior to explain strength training in older adults

The purpose of this study was to use the constructs of the theory of planned behavior (TPB) to gain a better understanding of the factors influencing older adults' participation in strength training. Two hundred men and women age 55 years and older were purposely sampled from seniors' centers in Ontario Canada. Participants completed a TPB questionnaire and reported their current physical activity participation. It was hypothesized that perceived behavioral control followed by attitude would be the strongest determinants of strength-training intentions and that intention would be the strongest determinant of strength-training behavior. Regression analyses revealed that subjective norm and perceived behavioral control explained 42% of the variance in intention and intention explained 40% of the variance in behavior. Gender and current strength-training participation did not significantly moderate the relationship between the TPB variables. The results suggest that interventions targeting subjective norm and perceived control might be helpful in promoting strength-training behavior among older adults.     

Does the theory of planned behavior elements mediate the relationship between perceived constraints and intention to participate in physical activities? A study among older individuals

This study aimed to investigate the degree to which the elements of the theory of planned behavior mediate the relationship between constraints and intention to continuing participation in physical activities. The sample of the study consisted of 119 (N = 119) older individuals who participated in organized physical activity programs. The results indicated that attitudes and perceived behavioral control were negatively correlated with constraints, whereas the subjective norm variable had no relationship with them. In terms of the mediation role of the elements of the theory of planned behavior, the results indicated that both attitudes and perceived behavioral control partially mediated the relationship between constraints and intention, with the perceived behavioral control variable being the strongest mediator. These findings suggest that the theory of planned behavior elements mediate the constraints–intention relationship and determine, in a large degree, the older individuals’ intention to continuing taking part in physical activities.     

Problem Gambling of Chinese College Students: Application of the Theory of Planned Behavior

The present study, using the theory of planned behavior (TPB), investigated psychological correlates of intention to gamble and problem gambling among Chinese college students. Nine hundred and thirty two Chinese college students (aged from 18 to 25 years) in Hong Kong and Macao were surveyed. The findings generally support the efficacy of the TPB in explaining gambling intention and problems among Chinese college students. Specifically, the results of the path analysis indicate gambling intention and perceived control over gambling as the most proximal predictors of problem gambling, whereas attitudes, subjective norms, and perceived control, which are TPB components, influence gambling intention. Thus, these three TPB components should make up the core contents of the prevention and intervention efforts against problem gambling for Chinese college students.     

The Role of Responsible Gambling Strategy and Gambling Passion in the Online Gamblers’ Decision-Making Process: Revising the Theory of Planned Behavior

This study revised the theory of planned behavior (TPB) by incorporating the new concepts of gambling passion and responsible gambling strategy (RGS) to predict gamblers’ intention to gamble in online sports betting. The data were collected at the end of March in 2012 through an online gambling website. The findings indicated that the inclusion of two types of gambling passion and two types of RGS explains online gambling intention well. Specifically, out of the original antecedent predictors of TPB, attitude toward online gambling was positively related to harmonious passion. Subjective norm had a positive relationship with both harmonious and obsessive passion. The results also showed that perceived behavioral control does not have a significant effect on the two gambling passions but has a direct and significant influence on behavioral intention. Additionally, the compulsory RGS had a negative effect on obsessive passion, whereas supplementary RGS had concurrent positive impacts on harmonious and obsessive passion. Lastly, the two gambling passions were notable predictors of behavioral intention toward online sports betting.     

Predicting STEM Major and Career Intentions With the Theory of Planned Behavior

This investigation predicted ACT‐tested 11th‐ and 12th‐grade students’ intentions to choose science, technology, engineering, and mathematics (STEM) college majors and STEM careers using a measure of mathematics beliefs and attitudes based on the theory of planned behavior (TPB; Ajzen, 1991). The TPB states that the best predictor of behavior is the intention to perform that behavior, and intention is influenced by attitudes, subjective norms, and perceived behavioral control. Students (N = 1,958) from 11th grade (48%) or 12th grade (52%) completed the measure and also indicated their intended college major and career. Results revealed that TPB predicted STEM major and career choice incrementally over a host of additional variables. More specifically, attitude and intention were the most predictive components. Although results were similar for male and female participants, attitudes and interests were somewhat more predictive for female than for male participants. Intervention possibilities and implications for future research were discussed.     

The effect of guided relaxation and exercise imagery on self-reported leisure-time exercise behaviors in older adults

The purpose of this study was to examine the effects of a 6-wk intervention that used guided relaxation and exercise imagery (GREI) to increase self-reported leisure-time exercise behavior among older adults. A total of 93 community-dwelling healthy older adults (age 70.38 ± 8.15 yr, 66 female) were randomly placed in either a placebo control group or an intervention group. The intervention group received instructions to listen to an audio compact disk (CD) containing a GREI program, and the placebo control group received an audio CD that contained 2 relaxation tracks and instructions to listen to music of their choice for 6 wk. Results revealed that listening to a GREI CD for 6 wk significantly increased self-reported leisure-time exercise behaviors (p = .03). Further exploration of GREI and its effects on other psychological variables related to perceived exercise behaviors may substantiate its effectiveness.     

Chinese Attitudes, Norms, Behavioral Control and Gambling Involvement in Macao

This study tested the applicability of the theory of planned behavior (TPB) on gambling intention and involvement in a representative Chinese sample in Macao, recruited by a random residential number dialing method. We successfully interviewed 685 respondents, with about one-third of them reporting that they had participated in gambling activities during the 12 months prior to the interview. The results of structural equation modeling suggested that favorable attitudes toward superstition and techniques, poor sense of perceived behavioral control over gambling refusal, and high gambling intention increased vulnerability to excessive gambling involvement. These findings generally support the efficacy of the TPB in explaining gambling intention and involvement among both Chinese gamblers and non-gamblers. Some practical implications of the findings are discussed within the Chinese context.     

Social-cognitive determinants of physical activity attendance in older adults

The present study evaluated whether, and to what extent, the constructs implicated in the theory of planned behavior could predict behavioral intention to exercise and exercise-class attendance of older adults (age 65-90 years) already enrolled in a physical activity program. The study also evaluated whether including self-efficacy judgments might improve the predictive capacity of the model. Participants (N = 1,095) were randomly sampled Italian volunteers from exercise classes for older adults. First, they completed questionnaires assessing the above-mentioned constructs. Then, class attendance was recorded during the following 3 months. Results indicated a substantial correspondence between the model and the data. Perceived behavioral control and self-efficacy were the strongest predictors of behavioral intention, whereas attitudes and subjective norms only partially contributed to its prediction. The inclusion of self-efficacy improved the predictive capacity of the overall model. Finally, results showed a weak relation between behavioral intention and attendance rate in physical activity sessions.     

Understanding factors related to nonsmoking intention among college students

Abstract

Objective: While cigarette smoking in the United States has declined, the age range of smoking initiation has risen to include young adults. This study investigated the relationship of Theory of Planned Behavior constructs (TPB; attitudes, subjective norms, and perceived behavioral control [PBC]) to nonsmoking intention among college students. Participants: Participants were 619 students at a Southeastern US university (69.8% female, 70.8% ≤ age 21, and 73.5% white). Methods: Students were recruited by email in March 2013 to participate in an online TPB-based questionnaire. Results: Future-oriented attitudes and PBC predicted higher nonsmoking intention; subjective norms did not. Moderator analyses indicated injunctive norms were more influential for occasional smokers and PBC was less influential. Conclusions: Findings suggest TPB is useful in predicting nonsmoking intention, but differentially for nonsmokers and occasional smokers. Future work should consider the health-related utility of future-oriented attitudes toward nonhealth domains and the differing beliefs of occasional smokers.     

The role and relevance of domain knowledge, perceptions of planning importance, and risk tolerance in predicting savings intentions

The need for individuals to increase retirement savings has been widely promoted, yet our understanding of the motivations of individuals to save at a higher rate remains sparse. This paper reports the findings of a survey of 2300 retirement savings fund members and their motivations to contribute more to savings and to actively manage their investment strategy. Utilising the theory of planned behavior, the study reveals respondent’s self-reported attitudes, subjective norms and perceptions of behavioral control account for a high proportion of the variance in behavioral intention. Contrary to expectations, the study finds that respondent’s risk tolerance adds little to the prediction of behavioral intention. By contrast, perceptions of planning importance and self-assessed planning preparedness (domain knowledge) are found to exert powerful indirect influences on behavioral intentions via the perceived behavioral control construct. This novel finding confirms the relevance of planning constructs and financial literacy to an understanding of retirement savings behavior, and establishes a need to improve levels of financial literacy in society.     

Comparing the Explanatory and Predictive Power of Intention-Based Theories of Personal Monetary Donation to Charitable Organizations

The theory of reasoned action (TRA) and the theory of planned behavior (TPB) have been found to have predictive capability in a wide range of personal behaviors. The aim of the study is twofold: firstly, to assess the applicability of the TRA, the TPB, and a newly developed revised version of the TPB in the context of individuals’ monetary donations to charitable organizations; and secondly, to compare the explanatory and predictive power of these three theoretical models. Data relating to intention to give monetary donation, attitudes toward helping others and toward charitable giving, social norms, moral responsibility, and perceived behavioral control were collected in the first phase of the study by means of a self-completion mail questionnaire distributed to 432 residents of Riyadh, Saudi Arabia. In the second phase, 1 month later, telephone interviews were conducted with 221 of the first-phase respondents who had agreed to take part in a follow-up survey of their actual monetary-donating behavior. The findings show that the revised TPB is the best of the three models for predicting individuals’ intention to donate and their future monetary-donation behavior, mainly because moral responsibility is included in the theoretical framework. It thus offers superior explanatory and predictive power.     

Communicating social value: An experimental study on credible communication and social enterprises

The management of marketing and communication strategies involves a complex mix of different requirements, particularly for social enterprises, which try to fulfill both social and business aims while operating in a resource-constrained context. Although social enterprises are a rising phenomenon, the research on how these businesses communicate their activities remains in its infancy. This study builds on the theory of planned behavior and the source credibility theory, presenting a conceptual framework that distinguishes between high, moderate, and low credibility of a social enterprise's communication, to analyze its effects on potential customers' behavioral intentions. Through an online experiment with 260 subjects, the authors demonstrate that attitude toward a social enterprise, subjective norm, perceived behavioral control, and, ultimately, the intention to support a social enterprise by purchasing its products increases with the social enterprise's message credibility. The authors also present practical implications and avenues for future research on the communication of social enterprises based on the empirical findings.     

A cross-cultural investigation of consumer e-shopping adoption

This study examines how cultural values affect consumer decision-making with respect to e-commerce (on-line shopping) adoption in the United States and Korea. The findings suggest that cultural values are antecedents to perceived risk, perceived self-efficacy, and subjective norm. Furthermore, the findings indicate that while the overall behavioral mechanism underlying choice is similar for the two countries, there are differences in the relative importance of the factors determining consumers' intention to adopt e-commerce.     

Application of Planned Behavior Theory to Account for College Students' Occupational Intentions in Contingent Employment

The purpose of this study was to apply Ajzen's (1991) theory of planned behavior to examine college students' intentions to engage in contingent employment. Data were collected from 845 students in 8 colleges and universities in Taiwan. The results of structural equation modeling analyses indicated that both attitude and subjective norms were significant in predicting intention. However, the relationship between perceived behavioral control and intention was not significant. In addition, the findings also revealed that subjective norms predicted intention indirectly through attitude. Finally, implications and future directions are discussed.     

Design of an educational strategy based on Intervention Mapping for nutritional health promotion in Child Care Centers

Early childhood is a critical period for instilling healthy habits to prevent overweight and obesity. This paper describes the development of an educational intervention for the promotion of healthy eating and physical activity among two-to-four-year-old children in public child care centers (CCCs) in Mexico City. Following the Intervention Mapping (IM) protocol, we developed the Bright Futures multidisciplinary intervention. First, a formative research process to identify the personal and environmental determinants of childhood overweight and obesity, behavioral outcomes and performance objectives was conducted. Then, a matrix of change objectives by intersecting the performance objectives with the determinants was integrated. Bright Futures lasted six months and included 24 weekly sessions, each composed of five phases: warm-up, theory, active movements, relaxation, and hydration. Ad hoc interactive teaching materials focused on recreational activities, and formulated plans for the adoption, implementation and process/impact evaluation of the intervention was developed. IM successfully guided the design of a theory-driven and evidence-based intervention for children in CCCs within a socio-ecological and participatory planning framework. This is one of the first studies in Mexico to use IM in the context of CCCs.     

"Drinking is Fun" and "There's Nothing You Can Do About It": The Problem With the 21-Year-Old Minimum Drinking Age

Abstract

Objective: Public health messaging about physical activity (PA) sometimes combines moderate and vigorous intensity, but the variance/invariance of the motives for PA by intensity has received scant attention. Thus, the purpose of this study was to examine the beliefs and motivations associated with regular moderate- and vigorous-intensity PA in a college sample using the framework of Ajzen's Theory of Planned Behavior (TPB). Participants and Methods: A college sample of 337 participants was randomly assigned to complete measures of the TPB framed for either vigorous- or moderate-intensity PA and subsequently completed self-reported measures of PA 2 weeks later. Results: Mean comparisons indicated that participants held higher mean behavioral beliefs about the benefits of vigorous PA for improving appearance and fitness, but vigorous PA was perceived to take more time than moderate-intensity activities. A stacked structural equation model and follow-up Fisher z tests, however, suggested no differences between the associations of TPB constructs with intention or PA by intensity. Conclusions: The findings provide support for the current public health approach of combining moderate and vigorous physical activity messaging through the general invariance of motives by intensity.     

Understanding physical activity behavior in African American and Caucasian college students: an application of the theory of planned behavior

Only 30% of college students meet the recommended amount of physical activity (PA) for health benefits, and this number is lower for African American students. Moreover, the correlates of PA may vary by ethnicity. OBJECTIVE: In the present study, the authors tested the utility of the theory of planned behavior for explaining PA intentions and behavior in Caucasian and African American students. PARTICIPANTS AND METHODS: Participants were 238 African American (M age = 20.05 years, SD = 2.28) and 197 Caucasian (M age = 19.50 years, SD = 2.28) students who completed a baseline theory of planned behavior questionnaire and a follow-up PA measure 1 week later. RESULTS: Hierarchical regression analyses showed that affective (beta = .23) and instrumental (beta = .28) attitudes and perceived behavioral control (beta = .59) were significantly predictive of intention for the Caucasian students, whereas affective attitude (beta = .18) and perceived behavioral control (beta = .56) were significant for African American students. Furthermore, intention (beta = .33) was the lone significant predictor of PA for Caucasian students, whereas perceived behavioral control (beta = .23) was the significant predictor of PA for African American students. CONCLUSIONS: These data suggest that practitioners may need to consider ethnicity when developing PA interventions for college students based on the theory of planned behavior.     

Examining interactions within the theory of planned behavior in the prediction of intentions to engage in cannabis-related driving behaviors

Abstract

Objective: As marijuana use becomes more available to college students through increasing legal reform, this paper seeks to examine intentions for driving under the influence of cannabis (DUIC) and riding with a high driver (RWHD) through the lens of the theory of planned behavior (TPB) and assess potential interactions between personal attitudes, subjective norms, perceived behavioral control (PBC), and sex. Participants: Undergraduate college students (N?=?311) completed online surveys in September, 2013. Method: Participants self-reported their attitudes toward DUIC, subjective norms, PBC, past DUIC and RWHD, and intentions to DUIC and RWHD. Results: Participants’ attitudes toward DUIC, subjective norms, and PBC were strongly associated with intentions to DUIC and RWHD bivariately. In regression models, attitudes and PBC were both positively and significantly related to intentions to DUIC and RWHD. Conclusions: DUIC and RWHD are concerns for college populations. Targeting personal attitudes and perceived behavioral control via interventions may reduce these behaviors.     

Moderating Effects of Sexual Orientation and Gender Characteristic on Condom Use Intentions Among Boys’ Senior High School Students in Taiwan: An Exploration Based on the Theory of Planned Behavior

This study examined condom use intentions among adolescent boys in relation to the constructs of the Theory of Planned Behavior (TPB): attitude toward the behavior (ATB), subjective norm (SN), and perceived behavioral control (PBC). The potential moderating effects of sexual orientation and gender characteristic (masculine/feminine) were also explored. Anonymous survey data were collected from 929 students enrolled in a boys’ senior high school in Taiwan (response rate: 89.9%). Multivariate logistic regression analyses found higher condom use intentions linked to more positive ATB (adjusted odds ratio [AOR] = 8.09) and supportive SN (AOR = 2.73), as well as high PBC under facilitating conditions (AOR = 2.04). Notably, nonheterosexual boys perceiving supportive SN (AOR = 0.23) or high support for condom use from teachers and health educators (AOR = 0.10 and 0.26, respectively) had lower condom use intentions than their heterosexual peers. By contrast, relatively feminine boys perceiving supportive SN (AOR = 2.06) or high support from close friends (AOR = 2.18) had higher condom use intentions than their masculine counterparts. In conclusion, ATB and SN were strongly linked to condom use intentions; PBC was significant only under facilitating conditions. Sexual orientation and gender characteristic had important moderating effects. These empirical findings could inform tailored health education programs to increase condom use intentions in the male student population.