scholarly journals Predicting the Potential Patients' Intention to Select Healthcare Service Providers: Application of Structural Equation Modeling Based on the Theory of Planned Behavior

2019 ◽  
Vol 12 (1) ◽  
pp. 472-481
Author(s):  
Peivand Bastani ◽  
Mahnaz Javanbakht ◽  
Ramin Ravangard

Background: Today, patients are more sensitive in selecting healthcare services than the past, and are more engaged in their healthcare process. Also, the characteristics of each health service provider are likely to affect the patients' behavior or intention to behave in selecting service providers. Objective: To predict the intention of employees working at Shiraz University of Medical Sciences (SUMS), as potential patients, to select health service providers. Methods: This cross-sectional applied study was carried out among 330 employees of various SUMS' sub-centers in 2016 using structural equation modeling (SEM). A standard questionnaire designed based on the theory of planned behavior (TPB) was used for collecting the required data. The collected data were analyzed by Warp-PLS 5.0 software. Results: The results of the model fitness in the public, private and charity sectors showed that these models were well fitted and the greatest associations were between the attitude towards the behavior and intention, the perceived behavioral control and intention, and also between the perceived behavioral control and intention in the studied sectors. Conclusion: It seems that the positive attitude of the employees leads to their increased intention of selecting the public sector. In this regard, the University was recommended to take action to build trust among its employees and to create an atmosphere of empathy and respect in order to facilitate employees' use of services.

2021 ◽  
pp. 027507402110033
Author(s):  
Hongseok Lee ◽  
Minsung Michael Kang ◽  
Sun Young Kim

Whistleblowing is a psychological process that involves the calculation of risks and benefits. While there exists a broad range of research on whistleblowing in the public sector, previous studies have not examined its entire process due to the limited focus on either whistleblowing intention or whistleblowing behavior. This study aims to fill this gap by applying the theory of planned behavior (TPB) to the whistleblowing context. Specifically, we examine how individual beliefs about the likely consequences of whistleblowing (attitude toward whistleblowing), others’ expectations about whistleblowing (subjective norm), and the capability of blowing the whistle (perceived behavioral control) influence public employees’ actual whistleblowing by way of their intention to report wrongdoings. A series of structural equation models are tested using data from the 2010 Merit Principles Survey. The findings show that the more the employees perceive that the consequences of whistleblowing are important, the more the key referents support whistleblowing, and the more the protections for whistleblowers are available, the more likely are their intentions to disclose wrongdoings and then actually engage in whistleblowing behavior. We conduct additional analyses for internal and external whistleblowers separately and find that there are both meaningful similarities and differences between the two groups. This study provides support for the validity of TPB as a theoretical framework for better understanding and explicating the psychological process of bureaucratic whistleblowing.


2022 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Jordana Soares de Lira ◽  
Marconi Freitas da Costa

PurposeThis study seeks to investigate the influence of the theory of planned behavior (TPB), of the conscious consumption intention and of the consumer ethical considerations, on Slow Fashion Consumption in the region known as Agreste Pernambucano, in Brazil, which is known for being an apparel manufacturing area.Design/methodology/approachTo achieve this purpose, descriptive quantitative research using non-probabilistic sampling was conducted. Data were collected through an online survey and distributed through the snowball technique. The sample consists of 486 respondents and relies on structural equation modeling for data analysis.FindingsThe results highlight that the Slow Fashion Consumption, in the scope of Local Productive Arrangement (LPA) of clothing manufacturing in the Agreste region, is influenced by the intention of conscious consumption, the ethical considerations in consumer behavior and the perceived behavioral control. Moreover, the results highlight the role of the influence of subjective norms both in the attitudes of consumers and the intention of conscious consumption.Originality/valueThe primary contribution of this study is to demonstrate that perceived behavioral control is positively associated with Slow Fashion Consumption, which, in turn, shows that respondents believe they have control over their sustainable actions.


2017 ◽  
Vol 25 (3) ◽  
pp. 438-445 ◽  
Author(s):  
Elske Stolte ◽  
Marijke Hopman-Rock ◽  
Marja J. Aartsen ◽  
Theo G. van Tilburg ◽  
Astrid Chorus

The predictive value of the Theory of Planned Behavior (TPB) on intention and physical activity (PA) over time was examined. Data from the Aging Well and Healthily intervention program (targeting perceived behavioral control and attitude, not subjective norm) were analyzed, including pretest (T0), posttest (T1, except subjective norm) and 4–6 months follow-up (T2, PA outcomes only) (N = 387, M age 72 years). Structural equation modeling was used to test a TPB model. PA was measured subjectively using the Voorrips sports subscale (T0 and T2), items measured perceived increase in PA (T1), and adherence to exercises (T1 and T2). Model fit was good. The TPB explained variation in intention well (R2 .54–.60) and some PA behavior (R2 .13–.16). The intervention successfully got participants to exercise independent of the measured TPB concepts. More TPB studies in the context of interventions are needed.


2018 ◽  
Vol 7 (1) ◽  
pp. 79
Author(s):  
Agnes Findia Novianti ◽  
Nurul Hasanah Uswati Dewi

The individual taxpayers’ low awareness has become the main problem of developing countries in tax aspect. Thus, this study aimed to examine the determinant factors of tax noncompliance using Ajzen’s (1991) Theory of Planned Behavior as a theoretical framework. Specifically, Tax Amnesty is added to the theory’s constructs: attitude, subjective norms, and perceived behavioral control. Tax Amnesty is expected to be a moderating influence. The population of this study is individual taxpayer in KPP Pratama Sukomanunggal. Based on convenience sampling method, the number of sample in this study are 145 samples. The data was analyzed using Structural Equation Modeling (SEM) with SmartPLS.3.0 and SPSS 21. The results indicated that first, attitude and subjective norms are significantly influence behavioral intention except perceived behavioral control. Second, the model including Tax Amnesty provides a significant influence of tax noncompliance in two constructs; attitude and subjective norms. However, the interaction effect of perceived behavioral control does not appear significantly.


2021 ◽  
Author(s):  
Dariusz Drążkowski ◽  
Radosław Trepanowski

BackgroundWe aimed to identify factors that affected COVID-19 vaccination intention within the framework of the theory of planned behavior (TPB). These were variables associated with the TPB, sex, age, perceived severity of COVID-19, knowing someone who was afflicted with COVID-19, and psychological reactance, which was an individual difference crucial for planning strategies to encourage people to get vaccinated.MethodsA total of 551 Polish people answered an online research panel between December 8 and 14, 2020.ResultsWe used structural equation modeling and showed that attitude (utility beliefs) toward COVID-19 vaccination was the strongest predictor, followed by social norms beliefs, and perceived behavioral control. Older age and knowing someone afflicted with COVID-19 led to higher vaccination intention by perceiving higher severity of COVID-19 and higher levels of all TPB components. Being female and having higher trait reactance negatively affected COVID-19 vaccination intention through lower levels of all TPB components. ConclusionsThe results indicate that COVID-19 vaccination intention is directly determined by all TPB components and affected by sex, age, COVID-19-related variables, and reactance. Our results contribute to the scientific pursuit of encouraging people to take the COVID-19 vaccine by suggesting changeable determinants that could be targeted in health campaigns.


2015 ◽  
Vol 6 (1) ◽  
pp. 479
Author(s):  
Andrian Haro

ANTESEDEN DARI MINAT PEMBELIAN PRODUK SHAMPO NATURAL DAN ORGANIKAndrian HaroFakultas Ekonomi Universitas Negeri Jakartae-mail: [email protected] objective of this research is to examine the consumer purchase intention of natural and organic shampoo products based on the Theory of Planned Behavior (TPB). Specifically, this research considers that consumer values as antecedents of consumers’ attitude toward buying natural and organic shampoo products. A survey was conducted with many respondents from graduate students of Magister Management, Trisakti University, Jakarta, and structural equation modeling techniques was used to test the relationships among the variables. The results show that environmental consciousness and appearance consciousness have a positive effect on attitude. Meanwhile, health consciousness has no significant effect on consumers’ attitude. Moreover, the results showed that TPB predictors which consist of attitude and perceived behavioral control are significantly correlated with purchase intention for natural and organic shampoo products, but not with subjective norm. This research provides valuable insight into consumer purchase intention behavior regarding natural and organic shampoo products by examining the factors that influence consumers’ attitude toward buying natural and organic shampoo products and consumers’ purchase intentions for the products.Keywords: Consumer Behaviour, Theory of Planned Behavior, Attitude, PurchaseIntention, Personal Care


2018 ◽  
Vol 48 (2) ◽  
pp. 365-374 ◽  
Author(s):  
Michael A. Close ◽  
Leslie A. Lytle ◽  
Ding-Geng Chen ◽  
Anthony J. Viera

Purpose This study aims to test the utility of the theory of planned behavior (TPB) for explaining intention to eat a healthful diet in a sample of Southeastern US office workers. Design/methodology/approach Participants in a worksite nutrition study (n = 357) were invited to complete an online questionnaire including measures of TPB constructs at baseline. The questionnaire included valid and reliable measures of TPB constructs: behavioral beliefs, normative beliefs, control beliefs, attitudes toward behavior, subjective norm, perceived behavioral control and intention. Data were collected from 217 participants (60.8 per cent response rate). Confirmatory factor analysis and structural equation modeling were conducted to test the hypothesized TPB model. Findings The model fit was satisfactory (χ2 = p < 0.0001, RMSEA = 0.06, CFI = 0.91, TLI = 0.90, SRMR = 0.09). All structural relationships between TPB constructs were statistically significant in the hypothesized direction (p < 0.05). Attitude toward behavior, subjective norm and perceived behavioral control were positively associated with intention (R2 = 0.56). Of all TPB constructs, the influence of perceived behavioral control on intention was the strongest (β = 0.62, p < 0.001). Originality/value Based on this sample of Southeastern US office workers, TPB-based interventions may improve intention to eat a healthful diet. Interventions that strengthen perceived control over internal and external factors that inhibit healthful eating may be particularly effective in positively affecting intention to eat a healthful diet, and subsequent food intake.


Author(s):  
Ayu Ekasari ◽  
Syeliya Md Zaini

This study analyzes the influence of three variables in the theory of planned behavior (TPB) along with the moral norm variable to predict pro-environmental behavior, specifically the use of eco-friendly reusable bags. The sample population in this study was 280 people who were aware of the existence of eco-friendly reusable bags and understood its use. Data were analyzed using structural equation modeling. The results of hypothesis testing showed a positive influence of moral norm, attitude, and perceived behavioral control on the intention to use eco-friendly reusable bags. However, the influence of subjective norms on the intention to use eco-friendly reusable bags was found to be negative. This is a pioneering research in the use of the expanded TPB model with the moral norm variable to predict the use of eco-friendly reusable bags, a behavior that is rarely studied. As is well-known, the TPB has been widely used in explaining pro-environmental behavior; however, studies that include the moral norm variable are scarce. The results of the study suggest that decision-makers and retailers need to design social advertisements that can encourage consumers to use eco-friendly reusable bags that would minimize the use of plastic bags.


2016 ◽  
Vol 12 (4) ◽  
pp. 24-40
Author(s):  
Eddie W.L. Cheng ◽  
Samuel K.W. Chu

Online web technologies are adopted to improve students' collaborative work. However, the factors that affect students' engagement in online collaboration (e-collaboration) have not been understood in previous studies. This research aimed to examine the extent to which students' intentions to e-collaborate can be explained by the theory of planned behavior. A sample of secondary and tertiary students was used (N = 175). The results from the partial least square approach to structural equation modeling (PLS-SEM) indicated that the path coefficients of the relationships partially reinforced the a priori construction of the hypothesized model. In brief, attitudes toward e-collaboration and subjective norms were positively and significantly related to e-collaborative intentions, while perceived behavioral control indirectly predicted e-collaborative intentions via perceived e-collaborative performance. Research and practical implications have been presented in the paper.


2019 ◽  
Vol 11 (18) ◽  
pp. 4967 ◽  
Author(s):  
Zhong ◽  
Li ◽  
Guo ◽  
Song ◽  
Cheng ◽  
...  

Water-saving irrigation behavior (WSIB) is important for sustainable economic and social development in river basins and is promoted by improving water-saving awareness. Understanding the factors of WSIB could facilitate water demand management and information campaigns. Using the theory of planned behavior, this paper analyzes the influence of subjective attitude, perceived behavioral control and subjective norms on behavioral intention and final behavior with a structural equation model (SEM). Moreover, comparative study of the upper, middle and lower reaches of a river basin is also carried out to examine the regional differences. A survey of 546 rural residents in Heihe River Basin (HRB), which is located in northwest China, shows that (1) water-saving expectations and subjective norms have a significant impact on WSIB in upstream areas, and perceived behavioral control and subjective norms have positive effects in the middle and lower reaches; (2) the transformation of awareness into WSIB is slow and non-significant in all areas, mainly hindered by expected economic benefits; and (3) family water-saving experiences and social networks promote WSIB in the midstream and downstream areas. Compared with the midstream and downstream reaches, historical water-saving experience has no obvious effect on WSIB in the upper reaches. These findings highlight policies that (1) strengthen economic interests and increase the transformation of water-saving awareness into WSIB; (2) strengthen public awareness and neighborhood interaction, setting good examples to promote WSIB; and (3) increase farmer participation in relevant decision-making.


Sign in / Sign up

Export Citation Format

Share Document