Effects of housing layout and perceived behavioral control over social distancing in relation between social isolation and psychological distress during pandemic of COVID-19.

Due to the results of the COVID-19 epidemic on health, the positive effect of social distancing has been highlighted. Nevertheless, the effect of housing layouts on resident's perceived behavioral control over social distancing in shared open spaces have been rarely investigated in the context of pandemic. Filling this gap, the current study examines the moderating effect of perceived behavioral control on the relationship between social isolation and psychological distress. Data from 1349 women residing in 9 gated communities during the Iranian national lockdown were collected. The results of ANOVA indicate that there is a significant difference between various housing layouts in terms of residents' perceived behavioral control. Respondent in courtyard blocks layout reported higher perceived behavioral control over social distancing than in linear and freestanding blocks. The findings of structural equation modeling identified perceived behavioral control as a buffer against the effect of social isolation on psychological distress.

Revenge buying after the lockdown: Based on the SOR framework and TPB model

With the end of the pandemic and the lifting of the lockdown, the consumer market experienced revenge buying. The purpose of this study is to investigate the causes of revenge buying using the stimulus-organ-response (SOR) framework and the theory of planned behavior (TPB) model. Structural equation modeling was used to analyze data collected from 350 residents of Shanghai, China, after the city's lockdown was lifted. The findings imply that perceived scarcity, perceived susceptibility, and social influence regarding the lockdown can stimulate in-dividuals' anxiety, inducing behavioral intentions and ultimately leading to revenge buying consumer behavior. Theoretically, this study provides a novel explanation of revenge buying behavior. Additionally, conclusions offer ramifications for management and implementation strategies for dealing with revenge buying after sudden disasters.

Does perceived behavioral control mediate customers' innovativeness and continuance intention of e-money? The moderating role of perceived risk and e-security

Purpose: With the emergence of coronavirus disease 2019 (COVID-19), the usage of e-money has been reinforced to reach the next level. Therefore, this study aims to examine the mediating role of perceived behavioral control (PBC) on the nexus of customers' innovativeness and continuance intention of electronic money (e-money). This study also explores the moderating roles of perceived risk (PR) and electronic security (e-security) in relationships. Design/methodology/approach: The authors employed a structured questionnaire for data collection and the partial least squares structural equation modeling (PLS-SEM) for empirical estimations. Findings: The authors' findings reveal that customers' innovativeness promotes continuance intention of using e-money and demonstrate that PBC partially mediates the relation between customers' innovativeness and continuance intention of using e-money. The empirical findings also reveal that PR negatively moderates the relationship between customers' innovativeness and continuance intention and the relationship between customers' innovativeness and PBC. The empirical findings also exhibit that perceived e-security enhances the degree of the relationship between customers' innovativeness and continuance intention and the relationship between customers' innovativeness and PBC. Practical implications: The findings shed light on an important factor that increases the likelihood of repeat e-money usage and has direct managerial implications for customer experience and risk concerns. Hence, the findings imply that e-money service providers should run a promotional advertisement highlighting what additional features are included or offered and how these could be beneficial for the customers. Furthermore, e-money service providers should provide some tutorial videos in order to increase innovative customers' control over e-money services as well as highlight how risk and security are protected. Originality/value: This paper integrates three key theories: the diffusion of innovation (DOI) theory, the theory of planned behavior (TPB) and the PR theory in post-adoption behavior of e-money usage. The current study also attempts to fill a literature gap by examining the moderating role of PR and e-security, which could be useful within the relationship between customers' innovativeness, PBC and customers' continued intentions of e-money usage. © 2022, Emerald Publishing Limited.

Working mothers' lived experiences of maintaining an exercise practice during a pandemic

Working mothers have been associated with low levels of exercise during the COVID-19 pandemic. This population faces many challenges and obstacles to exercise as they manage a household and work;this lack of exercise could leave their health at risk. Researchers have not yet considered working mothers' lived experiences with exercise during a pandemic. Existing research on working mothers indicates there are barriers to exercise for this population, but more information on what allows these mothers to sustain exercise is needed. This qualitative narrative study was conducted to explore the lived experiences of working mothers who maintained an exercise practice during the COVID-19 pandemic. Self-efficacy theory, perceived barriers of the health belief model, and perceived behavioral control of the theory of planned behavior provided the conceptual framework for this study. Data were collected from eight working mothers via an initial interview and a follow-up two weeks later;both interviews occurred virtually using Zoom. Data were analyzed for codes, categories, and themes using hand coding and the program MAXQDA. Nine themes emerged from the data: (a) exercising at home, (b) experience with exercise, (c) utilizing the built environment, (d) setting an example for kids/others, (e) self-care, (f) scheduling and preparation, (g) both physical and mental benefits, (h) family support, and (i) managing mom guilt. The study's findings indicate that working mothers who sustain exercise are aware of barriers to exercise but use effective strategies such as scheduling and preparation along with previous experiences to sustain exercise. The findings from this research have potential implications for positive social change by influencing health education interventions that can help working mothers sustain exercise to improve their overall quality of life. (PsycInfo Database Record (c) 2023 APA, all rights reserved)

Employing satire and humor in facing a pandemic

This research employs the Theory of Planned Behavior and the Focus Theory of Normative Conduct to convey how The Late Show with Stephen Colbert employs humor and satire with the aim of providing information, proffering injunctive norms, and modifying attitudes and subjective norms in its public audience, while exposing the inefficacy of behavioral controls and urging public authorities to adopt effective ones instead. In the earlier stages of the pandemic in the US, the Show primarily appealed to people to change their behavior through providing information, invoking injunctive norms and affiliations, foregrounding appropriate attitudes and subjective norms;at the same time, its repertoire included social and political satire drawing on organizational and institutional mechanisms of behavioral control. As the health crisis became increasingly politicized, the Show redirected its satire to policies and political figures and sought to change the behavior of policymakers in setting proper role models and adopting wiser behavioral controls to lead the nation through the crisis. Meanwhile, individual responsibility was never spared in satiric attempts to change behavior as the Show continued to provide its audience with new scientific information and encouraged them to follow scientific recommendations. (PsycInfo Database Record (c) 2022 APA, all rights reserved)

Antecedents of giving charitable donations (Sadaqah) during the COVID-19 pandemic: does Islamic religiosity matter?

PurposeThis paper aims to identify the antecedents of giving charitable donations (Sadaqah) during the pandemic in a majority-Muslim country. This paper proposes and tests a theoretical framework in which attitude toward giving donations mediates the effects of perceived behavioral control, subjective norms and past behavior on giving charitable donations (Sadaqah). The authors also investigate the mediating effect of attitude toward giving donations and the moderating effect of Islamic religiosity in an emerging nation characterized by the dominance of the Islamic doctrine. Gender, age and income have been examined as control variables.Design/methodology/approachSurvey data from a sample of 377 respondents from Morocco were analyzed to test the hypotheses using structural equation modeling.FindingsThe results indicate that past behavior, subjective norms, attitude toward giving donations and intention to donate are key predictors of giving charitable donation during the COVID-19 pandemic. This paper also confirms the mediating effect of attitude toward giving donations, e.g. subjective norms trigger positive attitude toward giving donations, which increases respondents' donation frequency. The results also suggest a significant moderating effect of Islamic religiosity, e.g. individuals who feel themselves as highly religious are more likely to develop a favorable attitude toward giving donations and are therefore more likely to donate during the pandemic.Practical implicationsThe findings suggest practical and social implications for both academics and practitioners. As attitude, subjective norm, past behavior and intention are found to significantly influence giving charitable donations (Sadaqah), fundraising organizations should give serious attention on these factors to improve individuals' charitable giving (Sadaqah). Such organizations should also consider the use of faith-based messages and religious morals when planning their advertising campaigns in majority-Muslim markets.Originality/valueAlthough preliminary studies have already attempted to provide knowledge about the factors influencing giving donations among both Muslims and nonMuslims, potential antecedents of giving donations (Sadaqah) during the COVID-19 pandemic have not been considered and are yet to be empirically investigated. This paper provides new perceptions on factors influencing giving donations on a majority-Muslim majority country where no zakat institution operates. Such findings can be useful for both academicians, fundraising organizations and policymakers in Morocco to promote charitable actions and boost its socio-economic affects.

Afforestation intentions for mitigating carbon emissions in the post-COVID-19 perspective: the case of green hotel visitors in Bangladesh

PurposeThis study aims to explore green hotel visitors' afforestation intentions by extending the theory of planned behavior, including post-COVID-19 personal norms (PCPN) and post-COVID-19 environmental concerns (PCECs). Moreover, this study examines the mediating effect of PCECs from the post-COVID-19 perspective.Design/methodology/approachThis study is based on existing literatures and collection of 384 usable responses using the convenience sampling technique. The partial least square structural equation modeling is used to analyze data using Smart PLS3.3.3.FindingsThe findings reveal that post-COVID-19 afforestation attitudes, subjective norms (SN), perceived behavioral control (PBC) and PCPN significantly influence post-COVID-19 afforestation intentions (PCAI) and PCECs. Further, PCEC partially mediates the between post-COVID-19 afforestation attitudes, SN, PBC and PCPN and PCAI.Practical implicationsThe findings of this study may be useful to green hotel operators in formulating business strategies enhancing visitors' positive perceptions toward green hotels and afforestation intentions coping with new normal environment and hospitality industry.Originality/valueThis research presents a distinguished case highlighting how the green hotel guests' perceptions toward afforestation for mitigating carbon emissions are changing because of COVID-19 pandemic. This study provides crucial insights for green hotel practitioners by integrating post-COVID-19 afforestation attitudes, SN, PBC, PCPN and PCEC of green hotel visitors in examining PCAI.

What drives citizens to get the COVID-19 vaccine? The integration of protection motivation theory and theory of planned behavior

PurposeIn the wake of COVID-19 pandemic, public health is associated with the acceptance of vaccination unless it reaches herd immunity level, which is 67%. Nevertheless, citizens have shown hesitancy toward acceptance of COVID-19 vaccination globally. Therefore, this study aims to investigate factors which influence citizen's intention to get COVID-19 vaccination with two well-known theories, namely, protection motivation theory and theory of planned behavior. Aside of direct relationship, the moderating effect of perceived awareness is also tested between attitude and citizens' intention to get COVID-19 vaccine. Design/methodology/approachThe research framework is statistically tested with data set of 215 responses. Data were collected from Pakistani citizens residing in Islamabad, Lahore, Narowal and Burban. For data collection, convenience sampling approach is used. The positivism research paradigm is adopted to design the research framework. Data were estimated with structural equation modeling approach. FindingsResults of the statistical analysis unveiled that collectively perceived severity, vulnerability, subjective norm and perceived behavioral control have explained substantial variance R-2 52.9% in measuring citizens' attitude toward acceptance of COVID-19 vaccination. Likewise, attitude and awareness have explained substantial variance R-2 54.6% in measuring citizens' intention to accept COVID-19 vaccine. Moreover, results have shown substantial Stone-Geisser Q(2) value to predict citizens' attitude and intention to accept COVID-19 vaccine. Practical implicationsIn term of theoretical contributions, this study has combined two well-known theories, namely, protection motivation theory and theory of planned behavior, to investigate citizens' attitude and intention to get COVID-19 vaccine. Therefore, practically this study directs that government officials and health-care practitioners should create awareness among citizens about pandemic by highlighting severity and vulnerability of the COVID-19 virus toward health which, in turn, motivate citizens to get COVID-19 vaccine on time. Social implicationsThe ongoing health crisis could be reduced if citizens achieve herd immunity against COVID-19 virus, resulting in long-term welfare of the society. This research has significant social impact on citizen's lives, as it revealed that citizens could be motivated to get COVID-19 vaccination if they get adequate awareness about pandemic, enhance behavioral control and understand severity and vulnerability of the COVID-19 virus. Originality/valueThe current research is valuable, as it unveils factors which encourage citizens to get COVID-19 vaccine. In terms of originality, to the best of the author's knowledge, this study is the first that integrates protection motivation theory and theory of planned behavior toward citizens' intention to get COVID-19 vaccine during pandemic.

Predicting Vaccination Intention against COVID-19 Using Theory of Planned Behavior: A Systematic Review and Meta-Analysis.

This study systematically analyzed the literature using the theory of planned behavior (TPB) as a theoretical framework to examine the influence of its constructs on vaccination intention against COVID-19. Quantitative studies were searched in PubMed, CINAHL, Web of Science, and Google Scholar following the PRISMA guidelines. The average rate of COVID-19 vaccination intention was 73.19%, ranging from 31% to 88.86%. Attitude had the strongest association with vaccination intention (r+ = 0.487, 95% CI: 0.368-0.590), followed by subjective norms (r+ = 0.409, 95% CI: 0.300-0.507), and perceived behavioral control (r+ = 0.286, 95% CI: 0.198-0.369). Subgroup analyses showed that the pooled effect sizes of TPB constructs on vaccination intention varied across geographic regions and study populations. Attitude had large effect sizes in Asia, Europe, and Oceania, especially among the adult general population, parents, and patients. Subjective norms had large effect sizes in Asia and Oceania, especially among parents and patients. Perceived behavioral control was the most dominant predictor of vaccination acceptance in Africa among patients. These findings suggest that TPB provides a useful framework for predicting intention to receive a COVID-19 vaccine. Hence, public awareness and educational programs aimed at promoting COVID-19 vaccination intention should consider using TPB as a framework to achieve the goal.

Employing satire and humor in facing a pandemic

This research employs the Theory of Planned Behavior and the Focus Theory of Normative Conduct to convey how The Late Show with Stephen Colbert employs humor and satire with the aim of providing information, proffering injunctive norms, and modifying attitudes and subjective norms in its public audience, while exposing the inefficacy of behavioral controls and urging public authorities to adopt effective ones instead. In the earlier stages of the pandemic in the US, the Show primarily appealed to people to change their behavior through providing information, invoking injunctive norms and affiliations, foregrounding appropriate attitudes and subjective norms;at the same time, its repertoire included social and political satire drawing on organizational and institutional mechanisms of behavioral control. As the health crisis became increasingly politicized, the Show redirected its satire to policies and political figures and sought to change the behavior of policymakers in setting proper role models and adopting wiser behavioral controls to lead the nation through the crisis. Meanwhile, individual responsibility was never spared in satiric attempts to change behavior as the Show continued to provide its audience with new scientific information and encouraged them to follow scientific recommendations. (PsycInfo Database Record (c) 2022 APA, all rights reserved)

Afforestation intentions for mitigating carbon emissions in the post-COVID-19 perspective: the case of green hotel visitors in Bangladesh

Purpose This study aims to explore green hotel visitors' afforestation intentions by extending the theory of planned behavior, including post-COVID-19 personal norms (PCPN) and post-COVID-19 environmental concerns (PCECs). Moreover, this study examines the mediating effect of PCECs from the post-COVID-19 perspective. Design/methodology/approach This study is based on existing literatures and collection of 384 usable responses using the convenience sampling technique. The partial least square structural equation modeling is used to analyze data using Smart PLS3.3.3. Findings The findings reveal that post-COVID-19 afforestation attitudes, subjective norms (SN), perceived behavioral control (PBC) and PCPN significantly influence post-COVID-19 afforestation intentions (PCAI) and PCECs. Further, PCEC partially mediates the between post-COVID-19 afforestation attitudes, SN, PBC and PCPN and PCAI. Practical implications The findings of this study may be useful to green hotel operators in formulating business strategies enhancing visitors' positive perceptions toward green hotels and afforestation intentions coping with new normal environment and hospitality industry. Originality/value This research presents a distinguished case highlighting how the green hotel guests' perceptions toward afforestation for mitigating carbon emissions are changing because of COVID-19 pandemic. This study provides crucial insights for green hotel practitioners by integrating post-COVID-19 afforestation attitudes, SN, PBC, PCPN and PCEC of green hotel visitors in examining PCAI.

Factors associated with the implementation of COVID-19 health protocols among Indonesian older adults living in rural areas: A cross-sectional study

Introduction: Implementing health protocols became a challenge for older adults living in rural area. This study aimed to analyze the factors influencing implementation of COVID-19 health protocols among elderly in rural areas based on the Theory of Planned Behavior (TPB). Methods: This study used an explanatory survey with cross-sectional approach. The sample consisted of 100 older adults who resided in rural areas. Data were collected using the TPB questionnaire and COVID-19 health protocol questionnaire, both have 21 items. The data were analyzed using bivariate and multivariate analysis. Bivariate analysis used Pearson correlation, Chi-square test, and Fisher’s exact test. Multivariate analysis used multiple linear regression with a level of significance = 0.05. The independent variables were attitude toward behavior, subjective norm and perceived behavioral control while the dependent variable was the implementation of COVID-19 health protocols. Results: Gender (p < 0.001), age (p < 0.001), employment status (p < 0.001), attitude toward behavior (p < 0.001), subjective norm (p < 0.001) and perceived behavioral control (p < 0.001) were significantly associated with the implementation of COVID-19 health protocols, while education level (p = 1.000) was not significantly associated with the implementation. The R-square shows 0.610 which indicates that TPB model can predict 61% of implementation of COVID-19 health protocols. Conclusions: The most dominant factor in increasing the implementation of the COVID-19 health protocol is attitude toward behavior. Nurse need to provide education to elderly and their family to increase the implementation of COVID-19 health protocols as prevention of transmission of COVID-19. © 2022 Jurnal Ners.

A Study of Pandemic Prevention Health Behavior in Adults.

Following the outbreak of COVID-19, the World Health Organization recommended prevention measures to minimize the spread of the pandemic. However, strict compliance with prevention measures requires positive health behavior practices, especially among adults. Therefore, this study investigated adults' health behaviors in relation to pandemic prevention based on the health belief model (HBM) and the theory of planned behavior (TPB). This study used a structural model, applying the HBM and the TPB to explain and predict pandemic prevention behaviors in adults. The data obtained were statistically analyzed using SPSS 25.0 and AMOS 25.0. The results revealed that, in total, 341 adults (age: 20-64 years; males: 167, females: 174; single: 167; married: 164; divorced: 8) participated in this study. Of the 341 participants, 339 had use of the internet and a smartphone. Furthermore, the results revealed that attitudes, subjective norms, and perceived behavioral control in relation to pandemic prevention behaviors directly affected people's intentions to adopt pandemic prevention behaviors. Perceived severity and perceived disability had significant indirect effects on the intention to prevent pandemics; pandemic prevention behavior and perceived behavioral control had a significant effect on pandemic prevention intention. The pandemic prevention education programs suggested in this study have the potential to improve adults' health behavior in relation to pandemic prevention.

An Investigation of Customer Psychological Perceptions of Green Consciousness in a Green Hotel Context: Applying a Extended Theory of Planned Behavior.

We investigated the relationship between green consciousness and green behavior, and the relationship between psychological state, attitude, and behavior of green hotel customers by applying variables suitable for an expanded theory of planned behavior. The purpose of the study was to predict green behavior based on the theory of planned behavior. Together with preceding research including the correlation between customers' image perception of green corporate social responsibility (CSR), green psychological benefit, and green consciousness, we added willingness to sacrifice for the environment to define the relationship with green consciousness and green behavior. A survey was conducted with 410 customers of green hotels in Seoul, Korea more than twice over a period of over 6~12 months. Vague and insincere answers were removed. SPSS 18.0 and Amos 20.0 were used to conduct factor and SEM data analysis. Our theory was verified and adopted following validation from our analysis. The results have important theoretical and practical implications for the environment by providing primary data on customers' perceptions of eco friendliness to support the establishment of corporate management strategies. Moreover, they may encourage green hotels to participate in preventing environmental problems.

Dog Owners' Perspectives on Canine Heart Disease in Klang Valley, Malaysia.

Canine heart disease often requires long-term treatment, which involves a continuous commitment from the dog owners. In addition to investigating their awareness and knowledge, the Theory of Planned Behavior was applied to also analyze attitude, subjective norm, and perceived behavioral control (PBC) of the dog owners, with empathic concern as a moderator in predicting intention to treat canine heart disease. Through a convenience sampling approach, 261 respondents, who were clients of University Veterinary Hospital, Universiti Putra Malaysia (UVH-UPM), with experience in owning or caring for dogs, were recruited. While the majority of the respondents (83.5%) claimed that they were aware of canine heart disease, most respondents (45.6%) could only identify 5 to 8 (Fair) out of 12 of the salient clinical signs. Most dog owners (92.3%) were willing to seek treatment if the pet dogs were affected, although the intent is deterred by cost (39.5%). In this study, attitude, subjective norms, and perceived behavioral control were significant predictors for the intention to treat. Dog owners with low empathic concern can be motivated to treat affected dogs by cultivating perceived behavioral control. Therefore, continual education may improve dog owners' preconceived ability to provide care, and veterinarians may play an important role to encourage treatment in dogs diagnosed with heart disease.

Antecedents of giving charitable donations (Sadaqah) during the COVID-19 pandemic: does Islamic religiosity matter?

Purpose: This paper aims to identify the antecedents of giving charitable donations (Sadaqah) during the pandemic in a majority-Muslim country. This paper proposes and tests a theoretical framework in which attitude toward giving donations mediates the effects of perceived behavioral control, subjective norms and past behavior on giving charitable donations (Sadaqah). The authors also investigate the mediating effect of attitude toward giving donations and the moderating effect of Islamic religiosity in an emerging nation characterized by the dominance of the Islamic doctrine. Gender, age and income have been examined as control variables. Design/methodology/approach: Survey data from a sample of 377 respondents from Morocco were analyzed to test the hypotheses using structural equation modeling. Findings: The results indicate that past behavior, subjective norms, attitude toward giving donations and intention to donate are key predictors of giving charitable donation during the COVID-19 pandemic. This paper also confirms the mediating effect of attitude toward giving donations, e.g. subjective norms trigger positive attitude toward giving donations, which increases respondents’ donation frequency. The results also suggest a significant moderating effect of Islamic religiosity, e.g. individuals who feel themselves as highly religious are more likely to develop a favorable attitude toward giving donations and are therefore more likely to donate during the pandemic. Practical implications: The findings suggest practical and social implications for both academics and practitioners. As attitude, subjective norm, past behavior and intention are found to significantly influence giving charitable donations (Sadaqah), fundraising organizations should give serious attention on these factors to improve individuals’ charitable giving (Sadaqah). Such organizations should also consider the use of faith-based messages and religious morals when planning their advertising campaigns in majority-Muslim markets. Originality/value: Although preliminary studies have already attempted to provide knowledge about the factors influencing giving donations among both Muslims and nonMuslims, potential antecedents of giving donations (Sadaqah) during the COVID-19 pandemic have not been considered and are yet to be empirically investigated. This paper provides new perceptions on factors influencing giving donations on a majority-Muslim majority country where no zakat institution operates. Such findings can be useful for both academicians, fundraising organizations and policymakers in Morocco to promote charitable actions and boost its socio-economic affects. © 2022, Emerald Publishing Limited.

Energy Efficiency in the Post-COVID-19 Era: Exploring the Determinants of Energy-Saving Intentions and Behaviors

The COVID-19 pandemic has a long-lasting influence on global economies. Households are expected to consume more electricity for their usual routine activities due to mandatory stay-at-home restrictions, resulting in greater energy utilization. The proposed study seeks to investigate the most relevant energy consumption factors amid the COVID-19 pandemic. The study employs a structural equation modeling approach to evaluate the responses from 511 Pakistani residents. Empirical results report a positive and significant association among perceived behavioral control (PBC), perceived environmental concern (PEC), perceived monitory benefits (PMB), and intention to save energy (ISE). Positive anticipated emotions (PAE) is found to be a significant predictor of ISE and energy-saving behavior (ESB). As a step further, we extend the analysis to find the moderating effect of perceived COVID-19 disruptiveness (PCD) between the relationship of ISE and ESB. Results reveal that PCD positively moderates this relationship. Based on research findings, policy implications and future research directions are provided for practitioners, researchers, and academicians to fulfill the country’s energy needs on its way to a future of sustainable development. Copyright © 2022 Ahmad, Irfan, Salem and Asif.

Necrotic Behavioral Control of Agent Behavior in the Iterated Prisoner's Dilemma

As the Covid-19 pandemic of 2020 illustrates, controlling the behavior of social agents is a difficult problem. This study examines the potential for an immune-inspired technique called necrosis to steer the behavior of agent populations that are evolving to play the iterated version of the game prisoner's dilemma. A key factor in this is detection of behavioral types. The use of a previously developed technique for fingerprinting the behavior of game playing agents, even complex ones, permits the modelling of control strategies with necrotic behavioral control (NBC). NBC consists of reducing the fitness of agents engaging in an unacceptable behavior. The impact of applying necrosis to a number of agent behaviors is investigated. The strategies always-defect, always-cooperate, and tit-for-two-tats are used as the foci for behavior control by zeroing out the fitness of agents whose behavior is similar to those agents. Our experiments demonstrate that NBC changes the distribution of prisoner's dilemma strategies that arise both when the focal strategy is changed and when the similarity radius used to zero out agent fitness is changed. Filtration focused on the strategy tit-for-two-tats has the largest impact on the evolution of prisoner's dilemma strategies while always cooperate is found to have the least. © 2021 IEEE

A COVID-19 disruption: The great acceleration of digitally planned and transformed behaviors in Thailand.

The Coronavirus Disease 2019 (COVID-19) pandemic has reshaped human behaviors and switched communication systems from face-to-face to digital communication technologies. This study aimed to examine how digital transformation practices affect human behavioral change digitally, and how perceived COVID-19 severity affects digital transformation practices and behavioral decisions. We use the traditional theory of planned behavior (TPB) to determine new behavioral roles in the digital era, namely digitally planned and transformed behavior. The quantitative survey method was designed to collect cross-sectional data from 550 Thai citizens to provide the conceptual evidence of key proximal measures of digital attitude, digital social norms, digital behavioral control perception, and the digital behavioral decision to predict digitally planned and transformed behavior. The results show that people are more likely to digitalize than before, which predicts the decision to behave digitally at 93.9% of the variability, more than 75% of the predictive power of the total variance suggested by Hair, Ringle, and Sarstedt [1]. However, the higher the COVID-19 severity, the more likely digital transformation is impactful (ß = 0.481). This study provides interesting evidence that people struggle to transform their digital behavior during the pandemic. We demonstrate that digital transformation can offer the desired consequences by cultivating digital attitudes, promoting digital social norms, increasing digital behavioral control perception, and enhancing digital behavioral decisions.

Predicting Intention to Take a COVID-19 Vaccine in the United States: Application and Extension of Theory of Planned Behavior.

PURPOSE: This study aims to apply and extend the theory of planned behavior (TPB) to predict intention to take a COVID-19 vaccine. DESIGN: Cross-sectional. SETTING: Online. SAMPLE: Adult US residents recruited from Amazon Mechanical Turk (n = 172). MEASURES: Intention to take a COVID-19 vaccine (outcome variable), demographic variables (predictors), standard TPB variables (perceived behavioral control, attitude, and subjective norm; predictors), and non-TPB variables (anticipated regret, health locus of control, and perceived community benefit; predictors). ANALYSIS: Hierarchical linear regression predicting intention to take a COVID-19 vaccine, with demographic, standard TPB, and non-TPB variables entered in regression models 1, 2, and 3, respectively. RESULTS: The extended TPB model accounted for 72.5% of the variance in vaccination intention (p < .001), with perceived behavioral control (ß = .29, p < .001), attitude (ß = .23, p = .043), and perceived community benefit (ß = .23, p = .020) being significant unique predictors. CONCLUSION: Despite the relatively small and non-representative sample, this study, conducted after COVID-19 vaccines were widely available in the USA, demonstrated that perceived behavioral control was the most robust predictor of intention to take a COVID-19 vaccine, suggesting that the TPB is a useful theoretical framework that can inform effective strategies to promote vaccine acceptance.