Risk-efficacy framework - a new perspective on threat and efficacy appraisal and the role of disparity.

The current study aims to provide a more nuanced understanding of threat and efficacy appraisal and account for the influence of disparity in the accessibility to risk prevention resources in predicting attitudes and behaviors. We propose a Risk-Efficacy Framework by integrating theories, including the extended parallel process model, health belief model, social cognitive theory, and construal level theory of psychological distance to achieve such a goal. An online survey targeting the U.S. population was conducted to empirically test the model (N = 729). The survey measured people's threat and efficacy appraisals related to COVID-19 and its vaccines and their attitudes and behavioral intention. The results of the survey supported the model's propositions. Specifically, perceived susceptibility moderated perceived severity's effects on attitudes and behaviors, such that perceived severity's influence attenuated as perceived susceptibility increased. Perceived accessibility to risk prevention resources moderated the influence of self and response efficacy. The former's effects on attitudes and behaviors increased, and the latter's effects decreased when perceived accessibility was high. The proposed framework provides a new perspective to examine the psychological determinants of prevention adoption and contributes to designing and implementing campaigns distributing prevention to underserved populations. The framework offers insights for risk managers such as public health authorities by articulating the dynamic nature of risks. When communicating early-stage lesser-known risks to the public, campaigns should highlight their severity and the response efficacy of risk solutions. Differently, more resources should be devoted to cultivating self-efficacy for widespread risks with more mitigation resources.

Cashless economy – the nexus of COVID-19 and E-wallet usage intentions: a multi-group analysis between formal and informal sector workers in Ghana

Purpose: The purpose of this study is to offer a conceptual model that bridges gaps in the current research by combining constructs from the health belief model (HBM) and theory of planned behaviour (TPB). Furthermore, the researchers applied the constructed model to analyse the determinants of workers' intentions to use e-wallet payment options for business transactions rather than physical currency during the ongoing COVID-19 pandemic. Finally, the paper examines whether there are any significant variations in the usage intentions of Ghanaian workers in the formal and informal sectors. Design/methodology/approach: The non-probability convenience sampling technique was used to compile the primary respondents among Ghanaian users of e-wallets. Based on constructs derived from the HBM and TPB, an online survey involving the use of a questionnaire was administered to collect quantitative data from 285 formal and informal sector workers in Ghana. Data collected was analysed using the partial least squares-structural equation modelling approach involving the measurement, structural model tests, hypothesis tests and multi-group analysis (MGA) tests. Findings: This study reveals that workers' attitudes, subjective norms and perceived susceptibility as the main determinants of intentions to use e-wallets, as the analysis of data lends support to hypotheses involving these constructs. Perceived behavioural control was however not supported by the data analysis as a determinant of workers' intention. Finally, there were no significant differences between e-wallet usage intentions of formal and informal sector workers in Ghana. Research limitations/implications: Given the ongoing pandemic, the study recommends that governments of emerging economies should formulate policies that promote the use of e-wallets, to reduce the spread of COVID-19 and at the same time contribute to the quest for a cashless economy. However, the results of the study are only based on data collected from workers in Ghana. Therefore, practitioners should apply the recommendations with discretion and make modifications where necessary. The results of the study also provide evidence from the context of a developing country that can support future academic pursuits. Practical implications: This study provides evidence that influences practitioners' decisions and practices regarding the design and implementation of e-wallet services and innovations among workers in the formal and informal sectors of the economy. Originality/value: This study provides useful business insights to user acquisition managers, marketing managers and business development managers during the formulation of policies, strategies and approaches for their mobile wallet subscriber base. Moreover, to the best of the authors' knowledge, this study is one of the first to apply the constructs of the HBM (mainly applied in health research) to the study of workers' intentions to use e-wallets. It, therefore, makes a significant contribution to the existing literature by examining the combined effects of the constructs of the HBM and the TPB on workers' intention to use e-wallets. © 2023, Emerald Publishing Limited.

Work-from-home intention during the COVID-19 pandemic: a perspective integrating inclusive leadership and protection motivation theory

Purpose: The present study integrates inclusive leadership and protection motivation theory to propose a new model predicting employees' intention to work from home during an emergency situation such as the COVID-19 pandemic. Design/methodology/approach: A questionnaire was developed to collect data from 939 Taiwanese and Vietnamese office employees using a non-probability convenience sampling method. A total of 887 valid questionnaires were used for further analysis. The data were analysed following a two-stage structural equation modelling using SPSS 22 and AMOS 20 software. The validity and reliability of the instrument were tested and ensured. Findings: The results revealed that inclusive leadership and factors related to protection motivation theory– including perceived severity and perceived vulnerability – have positive direct and indirect effects on employees' work-from-home intentions through the mediating role of employees' work-from-home-related attitudes. Protection motivation theory factors were found to have a stronger effect on employees' work-from-home intention than inclusive leadership. Differences in the relationship between perceived vulnerability, perceived severity and employees' intentions towards working from home were also discovered among participants from the two studied countries. Practical implications: The integration of inclusive leadership and protection motivation theory brings into light what will drive employees' intention to work from home during an emergency situation. The present study has several theoretical and practical implications for scholars, governments, managers and policymakers that can help them improve management policies for working from home in the future. Originality/value: Based on integrating inclusive leadership and protection motivation theory to explore employees' intention to work from home during an emergency situation, the present study demonstrated that inclusive leadership and protection motivation theory should be considered for studies on working from home in a pandemic setting. © 2023, Emerald Publishing Limited.

Eliciting consumer-engagement and experience to foster consumer-based-brand-equity: moderation of perceived-health-beliefs

Although consumer-brand-engagement (CBE) and consumer-brand-experience (CBX) are identified as important research priorities, empirically based insights regarding their relationship with tourism-consumers' resulting consumer-value cocreation (CVC), emotional-attachment and consumer-based-brand-equity (CBBE) remains scant, particularly during COVID-19 pandemic. In responding to this research gap, following Service-Dominant-Logic and Protection-Motivation-informed theories, we propose and test a model that explores the influence of CBE and CVC on CBX, which consequently effects emotional-attachment and CBBE with tourism service-brands. To explore such issues, we recruit a sample of 318 customers by using PLS-SEM. PLS-SEM-results indicate that CBE has a positive impact on CVC and CBX. Second, findings reveal CBX's positive influence on emotional-attachment and CBBE. Third, results corroborated the CBE's and CVC's indirect effect on emotional-attachment and CBBE, as mediated through CBX. Finally, findings illustrated a negative moderating influence of perceived-severity and positive moderating effect of self-efficacy among projected associations. We offer significant theoretical/managerial implications that develop from this study. © 2023 Informa UK Limited, trading as Taylor & Francis Group.

COVID-19 complications and entrepreneurial intention among the entrepreneurs of Pakistan: evidence from the second wave of the pandemic

PurposeAt present, nearly the whole globe is facing a severe threat of COVID-19. This study aims to examine the COVID-19 complications and entrepreneurial intention among the entrepreneurs of Pakistan.Design/methodology/approachThe study used a deductive approach. An online survey is conducted to collect cross-sectional data from entrepreneurs of Pakistan. Convenience sampling is applied to target the respondents. In total, 278 usable answers proceed for final analysis. The structural equation model (SEM) is used to infer the results.FindingsThe findings of the study highlight a significant negative effect of fear of COVID-19 (FO19), perceived susceptibility (PSU) and perceived severity (PSE) on entrepreneurial intention (EI) among the entrepreneurs.Practical implicationsThe study would provide the guidelines for policymakers and planners to combat the barriers of fear, PSU and PSE during a pandemic. The findings of the second wave of COVID-19 may provide a warning to the government to take preventive measures to face the severe effect of the pandemic. Finally, the outcomes of the study may enrich the depth of COVID-19 literature globally.Originality/valueThis study is the first study highlighting factors such as fear, PSU and PSE toward EI in COVID-19 second wave.

Factors affecting customer intention to use online food delivery services before and during the COVID-19 pandemic

With the emerging popularity of online food delivery (OFD) services, this research examined predictors affecting customer intention to use OFD services amid the Coronavirus disease (COVID-19) pandemic. Specifically, Study 1 examined the moderating effect of the pandemic on the relationship between six predictors (perceived usefulness, perceived ease of use, price saving benefit, time saving benefit, food safety risk perception, and trust) and OFD usage intention, and Study 2 extended the model by adding customer perceptions of COVID-19 (perceived severity and vulnerability) during the pandemic. Study 1 showed that all of the predictors except food safety risk perception significantly affected OFD usage intention, but no moderation effect of COVID-19 was found. In Study 2, while perceived severity and vulnerability had no significant impact on OFD usage intention, the altered effects of socio-demographic variables during the COVID-19 pandemic were found. Theoretical and managerial implications are provided. (PsycInfo Database Record (c) 2022 APA, all rights reserved)

Maintaining psychological well-being amidst the COVID-19 pandemic: The beneficial effects of health-promoting behaviors and sense of control.

The present research reports the findings of three studies, with objectives to demonstrate the impacts of health-promoting behaviors on psychological well-being as well as the mediating roles of sense of control (SOC) and perceived severity of COVID-19 in these relationships. Study 1 was a cross-sectional survey conducted in 473 middle-aged and older Chinese adults before the COVID-19 pandemic to assess their health-promoting behaviors, personal mastery and perceived constraints, life satisfaction, and depressive symptoms. Study 2 was conducted during the second wave of the COVID-19 outbreak in Hong Kong (between March to April 2020), in which 292 participants from Study 1 were successfully contacted to report their emotional responses to the pandemic. Using a different sample, Study 3 was a longitudinal study that measured 495 participants' health-promoting behaviors, personal mastery and perceived constraints at baseline, and their perceived severity and mental health outcomes during the outbreak of omicron cases in Hong Kong (i.e., the fifth wave of the COVID-19 outbreak) in March 2022. All three studies demonstrate that the beneficial effects of health behaviors can be extended to psychological well-being and reveal possible underlying mechanisms through enhancing one's SOC and lowering perceived severity of the COVID-19 outbreak. These results provide important insights to future health promotion programs for improving psychological resources and psychological well-being of middle-aged and older adults in face of disease-related threats.

The Impact of Social Media Shared Health Content on Protective Behavior against COVID-19.

The use of social media has increased during the COVID-19 pandemic because people are isolated and working from home. The use of social media enhances information exchange in society and may influence public protective behavior against the COVID-19 pandemic. The purpose of this study is to identify the factors affecting public protective behavior when relying on COVID-19 pandemic-related content shared on social media. A model based on Protection Motivation Theory (PMT) was proposed and validated using a quantitative survey approach. A questionnaire was distributed to random respondents, and 488 responses were received and analyzed using Smart-PLS software. The findings showed that perceived risk, e-health literacy, public awareness, and health experts' participation influence public protective behavior when using social media to share COVID-19-relevant content. The outcomes of this study can enhance government agencies' and public health care authorities' understanding of how to use social media to raise awareness and reduce panic among the public.

Race, ethnicity, psychological factors, and COVID-19 vaccine hesitancy during the COVID-19 pandemic.

We examined the associations between perceived risk, perceived severity, and fear of contracting COVID-19 and vaccine acceptance among different ethnic groups in San José, California. We surveyed 3,797 adults living in San José using a multi-stage, clustered sampling design in which we randomly selected census tracts in San José followed by households within each census tract. We estimated the odds ratio (ORs) for perceived risk, perceived general severity, fear of contracting COVID-19, and vaccine acceptance using regression models. Finally, we assessed the differential impacts of perceived risk, perceived severity, and fear of contracting the COVID-19 on vaccine acceptance by controlling for social-demographic variables. Hispanic/Latino respondents reported higher levels of perceived risk and lower fear of contracting COVID-19 than Asians. Hispanic/Latinos (odds ratio [OR] = 0.48, P < 0.05), Whites (OR = 0.61, P < 0.05), and African Americans (OR = 0.28, P < 0.05) were less likely to report intentions to be vaccinated than Asians. Finally, perceived risk and perceived personal severity were not associated with intentions to be vaccinated, while perceived general severity and fear of contracting COVID-19 were stronger predictors of vaccination intentions. The study highlights the importance of psychological factors in understanding vaccine acceptance across race/ethnicity groups.

Excessive Food Buying in Saudi Arabia Amid COVID-19: Examining the Effects of Perceived Severity, Religiosity, Consumption Culture and Attitude toward Behavior.

The current study builds on both the Theory of Planned Behavior (TPB) and Protection Motivation Theory (PMT) to examine why consumers in Saudi Arabia engage in excessive food-buying behavior amid COVID-19. The study tests the direct impact of food consumption culture, perceived severity of COVID-19, and religiosity on excessive food-buying intentions and the indirect effect through attitudes toward excessive food buying. The results of the inner model using SmartPLS4 showed that the perceived severity of COVID-19 has a direct significant positive effect on attitudes toward excessive food buying and excessive food-buying intention. Despite food consumption culture being found to have no direct significant effect on excessive food-buying intention during the pandemic, it has a direct effect on attitudes toward excessive food buying. Surprisingly, religiosity was found to have a positive effect on consumers' attitudes and excessive food-buying intentions. The results confirm that consumers misunderstood Islamic religious principles regarding food consumption, which does not accept excessive buying or food waste. Attitudes toward excessive food buying were found to mediate the relationship between food consumption culture, perceived severity of COVID-19, religiosity, and excessive food-buying intention. The results of the study are discussed and implications are highlighted for academics and policymakers.

Protection Motivation Theory and consumers' food safety behaviour in response to COVID-19.

The threat of COVID-19 has altered consumers shopping behaviour and increased consumers' willingness to purchase food using online food delivery services. Consumers were more likely to practice strict hand hygiene measures and were concerned with food safety. Such behaviours were likely driven by the fear and threat of contracting COVID-19. This study aims to use Protective Motivation Theory (PMT) to investigate how COVID-19 affects food shopping and food safety behaviour. An online, cross-sectional study was conducted in Indonesia and Malaysia to determine the protective motivation to engage in three food shopping and hygiene practices such as i) Safe food shopping behaviour; ii) Hand hygiene and avoiding cross contamination; and iii) Use of online food delivery services. Data were analysed using descriptive statistics, Spearman rho's correlation and binary logistic regression. A total of 1180 responses were received of which 1129 were valid. Gender was identified as a significant predictor across all food safety behaviours during COVID-19. Response efficacy and self-efficacy were significant predictors for food shopping behaviour while perceived severity significantly predicted hand hygiene practices after shopping. Age, frequency of food preparation and shopping, perceived severity, perceived vulnerability, response efficacy and self-efficacy were significant predictors for use of online food delivery services. Our findings suggest that women were more likely to engage in protective measures during food shopping, carry out hand hygiene practices after shopping and use online food delivery services during COVID-19. Participants with higher response and self-efficacy scores were more likely to shop from markets or shops with high hygiene standards while participants who perceived COVID-19 as a serious threat were more likely to clean and sanitise their hands after shopping. Participants also believed that the use of online food delivery services helps to reduce the risk of COVID-19 infection. However, foods should be purchased from trusted restaurants or takeaways. This is the first study to use Protection Motivation Theory to explore consumers' food shopping, hand hygiene and online food delivery practices during COVID-19.

How health beliefs and sense of control predict adherence to COVID-19 prevention guidelines among young adults in South Korea.

This study defined adherence to COVID-19 prevention guidelines as health behavior and examined whether the two constructs of the health belief model (i.e., perceived susceptibility and perceived severity) and sense of control predict the level of adherence among young adults in South Korea. An online survey (N = 200) conducted in June 2021, showed that perceived susceptibility, perceived severity, and sense of control positively predict adherence behavior. Sense of control significantly moderated the relationship between perceived susceptibility and adherence even after controlling for depression and perceived health status. Specifically, individuals with a lower level of perceived susceptibility still adhered to COVID-19 prevention guidelines if they had a higher level of sense of control. The finding demonstrates the key role of sense of control in promoting adherence to COVID-19 prevention guidelines and the relationship between sense of control and two constructs of the health belief model. Implication for public messaging targeted at young adults during pandemic situations is also discussed.

Associations Between the Perceived Severity of the COVID-19 Pandemic, Cyberchondria, Depression, Anxiety, Stress, and Lockdown Experience: Cross-sectional Survey Study.

BACKGROUND: The outbreak of the COVID-19 pandemic has caused great panic among the public, with many people suffering from adverse stress reactions. To control the spread of the pandemic, governments in many countries have imposed lockdown policies. In this unique pandemic context, people can obtain information about pandemic dynamics on the internet. However, searching for health-related information on the internet frequently increases the possibility of individuals being troubled by the information that they find, and consequently, experiencing symptoms of cyberchondria. OBJECTIVE: We aimed to examine the relationships between people's perceived severity of the COVID-19 pandemic and their depression, anxiety, and stress to explore the role of cyberchondria, which, in these relationship mechanisms, is closely related to using the internet. In addition, we also examined the moderating role of lockdown experiences. METHODS: In February 2020, a total of 486 participants were recruited through a web-based platform from areas in China with a large number of infections. We used questionnaires to measure participants' perceived severity of the COVID-19 pandemic, to measure the severity of their cyberchondria, depression, anxiety, and stress symptoms, and to assess their lockdown experiences. Confirmatory factor analysis, exploratory factor analysis, common method bias, descriptive statistical analysis, and correlation analysis were performed, and moderated mediation models were examined. RESULTS: There was a positive association between perceived severity of the COVID-19 pandemic and depression (ß=0.36, t=8.51, P<.001), anxiety (ß=0.41, t=9.84, P<.001), and stress (ß=0.46, t=11.45, P<.001), which were mediated by cyberchondria (ß=0.36, t=8.59, P<.001). The direct effects of perceived severity of the COVID-19 pandemic on anxiety (ß=0.07, t=2.01, P=.045) and stress (ß=0.09, t=2.75, P=.006) and the indirect effects of cyberchondria on depression (ß=0.10, t=2.59, P=.009) and anxiety (ß=0.10, t=2.50, P=.01) were moderated by lockdown experience. CONCLUSIONS: The higher the perceived severity of the COVID-19 pandemic, the more serious individuals' symptoms of depression, anxiety, and stress. In addition, the associations were partially mediated by cyberchondria. Individuals with higher perceived severity of the COVID-19 pandemic were more likely to develop cyberchondria, which aggravated individuals' depression, anxiety, and stress symptoms. Negative lockdown experiences exacerbated the COVID-19 pandemic's impact on mental health.

Panic Food Purchasing amid COVID-19 Pandemic: Does the Impact of Perceived Severity, Anxiety and Self-Isolation Really Matter?

This research examines the influences of perceived severity, anxiety, and self-isolation intention, amid the coronavirus disease of 2019 (COVID-19), on panic food purchasing. The research adopted a quantitative approach using a pre-examined instrument, which was self-administered by the research team (with support from a data collection-specialised company) to consumers who were urgently shopping for food in the Kingdom of Saudi Arabia (KSA). The results of structural equation modelling (SEM) using analysis of a moment structures (AMOS) software showed a significant positive impact of perceived severity on consumers' anxiety and self-isolation intention amid the COVID-19 pandemic. Self-isolation intention was found to have a significant positive impact on the anxiety of consumers amid the pandemic. Additionally, perceived severity, anxiety, and self-isolation have a significant positive impact on panic food purchasing. Both anxiety and self-isolation were found to have partial mediating effects in the link between perceived severity and panic purchasing intention. The results of the current research contribute to a better understanding of factors that influence panic purchasing behaviour, especially amid a pandemic. This will help policymakers to deal with this behaviour when such issues arise in the future. Other implications for scholars and policy makers are discussed.

Career resilience of the tourism and hospitality workforce in the COVID-19: The protection motivation theory perspective.

By applying the protection motivation theory, the study aims to investigate factors influencing tourism and hospitality (T&H) workers' career resilience when faced with health-related risks at work during a pandemic. Data were collected from 495 part-time and full-time employees in the Vietnamese tourism and hospitality sector. The study found that workers' perceived vulnerability and perceived severity of the pandemic were positively associated with career resilience. Perceived severity was positively related to self-efficacy and response efficacy, while perceived vulnerability was positively associated with self-efficacy only. Both self-efficacy and response efficacy positively influenced career resilience through the mediating role of health risk preventative behavior. Theoretically, the study advances the stream of research in resilience in general and career resilience in particular among T&H workers when faced with a health-related crisis. Practical implications are provided with recommendations on how to facilitate career resilience among T&H employees working in the current high-risk environment.

Panic Purchasing: Food Hoarding in a City under Lockdown during the COVID-19 Pandemic

This research aimed to investigate the determinants of panic purchasing to hoard food in Ho Chi Minh City during the lockdown caused by the COVID-19 pandemic. Pragma-tism and the deduction approach were used for the research. During the lockdown period in Ho Chi Minh City, the purposive sampling technique was the first method used to reach the popula- tion that needed to be measured. Then, simple sampling was the second technique to collect data in the city in July and August 2021. Data were collected from 584 participants-higher than the required minimum sample size-who fulfilled the essential criteria to be included in the sample's population. Multi-quantitative methods, including descriptive statistics, reliability tests for items, exploratory factor analysis, and linear regression analysis, were used to analyze the data obtained. The main findings are that perceived scarcity, susceptibility, severity, cues to action, and self -ef- ficacy impacted panic purchasing to hoard foods. The results of this study are compared to the literature review in order to discuss panic buying behaviour, and recommendations are offered to policymakers and researchers in the future.

The Health Belief Model Applied to COVID-19 Vaccine Hesitancy: A Systematic Review.

This study systematically analyzes the research that used the Health Belief Model (HBM) as a theoretical basis to examine the influence of HBM constructs on COVID-19 vaccine hesitancy. Following PRISMA guidelines, PubMed, Web of Science, Google Scholar, and Scopus were searched for quantitative studies. Sixteen studies with 30,242 participants met inclusion criteria. The prevalence of COVID-19 vaccine hesitancy was 33.23% (95% CI 24.71-41.39%). Perceived barriers and perceived benefits were the most common HBM constructs that were significantly associated with vaccine hesitancy. While perceived benefits was inversely associated, a positive association was found between perceived barriers and vaccine hesitancy. Other HBM constructs that were frequently examined and inversely associated were perceived susceptibility, cues to action, perceived severity, and self-efficacy. The most common HBM modifying factor that was directly associated with COVID-19 vaccine hesitancy was gender, followed by education, age, geographical locations, occupation, income, employment, marital status, race, and ethnicity; however, a few studies report inconsistent results. Other modifying variables that influenced vaccine hesitancy were knowledge of COVID-19, prior diagnosis of COVID-19, history of flu vaccination, religion, nationality, and political affiliation. The results show that HBM is useful in predicting COVID-19 vaccine hesitancy.

Perceived Severity of COVID-19 in a Longitudinal Study in Detroit, Michigan.

Objective: To slow down the spread of SARS-CoV-2, many countries have instituted preventive approaches (masks, social distancing) as well as the distribution of vaccines. Adherence to these preventive measures is crucial to the success of controlling the pandemic but decreased perceptions of disease severity could limit adherence. The aim of our study was to observe changes in perceived personal severity and perceived community severity; the study also explored their predictors. Methods: In a longitudinal study from an address-based probability survey in Detroit, we asked participants to rate their perceived severity of COVID-19 for themselves and for their community. In our analysis, 746 participants were queried across 5 waves of the Detroit Metro Area Communities Study surveys from March 31 to October 27 in 2020. We tested for trends in changes of self-reported perceived severity for themselves and for their community; we assessed the effects of different predictors of the two severities through mixed effects logistic regression models. Results: Our results highlight that the overall levels of perceived community and personal severity were decreasing over time even though both severities were fluctuating with rising confirmed case counts. Compared with non-Hispanic (NH) White Detroiters, NH Black Detroiters reported a higher perceived personal severity (OR: 5.30, 95% CI: 2.97, 9.47) but both groups reported similar levels of perceived community severity. We found steeper declines in perceived severity in NH White than NH Black Detroiters over time; the impact of education and income on perceived severity was attenuated in NH Black Detroiters compared with NH White Detroiters. Conclusions: Our findings suggested that perceived severity for COVID-19 decreased through time and was affected by different factors among varied racial/ethnic groups. Future interventions to slow the pace of the pandemic should take into account perceived personal and community severities among varied ethnic/racial subgroups.

Predictors of the Social Distancing Behaviors during the COVID-19 Pandemic using Protection Motivation Theory in Iran: A cross sectional study.

Background: Social distancing is a key behavior to minimize Coronavirus disease 2019 (COVID-19) infections. Since the change of behavior is the only way to prevent this pandemic, this study aimed to predict the social distancing behaviors during the COVID-19 pandemic using protection motivation theory (PMT). Methods: This cross-sectional study was conducted through a convenience sampling method on 796 individuals over 15 years old from urban and rural areas of different cities in Iran during 2020. The data were collected online using demographic characteristics form, PMT and social distancing behaviors questionnaires. Afterward, the obtained data were analyzed in SPSS software (version 16) through linear correlation coefficient and hierarchical regression tests. Results: The Mean ± SD score of social distancing behaviors was obtained at 4.42 ± 0.31. The results of the hierarchical linear regression model showed that after adjusting the effect of socio-demographic variables, self-efficacy (Beta = 0.238, P < 0.001) was the strongest predictor of social distancing behaviors during the COVID-19 pandemic, followed by intention (Beta = 0.233, P < 0.001) and perceived severity (Beta = 0.083, P = 0.028). PMT constructs and intention was able to predict 40% of social distancing behaviors in total. Conclusions: In the prevalence of infectious diseases, individuals differ in adherence to social distancing behaviors. The PMT was a useful framework for prediction social distancing behaviors during the COVID-19 pandemic. Therefore, this theory can be used as a framework in designing educational programs to increase self-efficacy and encourage individuals to observe social distancing behaviors as a result.

Emergency e-learning acceptance in second-cycle institutions in Ghana: a conditional mediation analysis.

This paper investigates the determinants that will influence students' acceptance of the electronic learning (e-learning) system of education after the COVID-19 emergency. Specifically, the paper assesses the attitudes and intentions of students in second-cycle institutions to accept e-learning after the pandemic, using constructs derived from the health belief model and technology acceptance model. Also, we test if there is any significant difference in the attitudes and intentions of students in public and private institutions. Using data collected from 370 students in upper and lower levels of a second-cycle institutions in Ghana, we found that student attitude is significantly influenced by perceived usefulness and moderately affected by perceived severity, whereas, student's intention is moderately affected by the perceived severity but substantially influenced by the student's attitude towards usage. Also, the results revealed that students' attitudes and intentions to use e-learning are moderately affected by the severity of the ongoing COVID-19 pandemic. Finally, there were no significant differences in the attitudes and intentions of the sampled students in public and private second-cycle institutions in Ghana, regarding their acceptance and usage of e-learning after the COVID-19 emergency. Given the study's findings, the paper concludes that students' attitudes and intention to use e-learning are the main determinants that will influence the students' acceptance of the e-learning system of education in second-cycle institutions in Ghana after the COVID-19 emergency. The paper contributes to knowledge by providing evidence of students' acceptance of the e-learning system of education after the COVID-19 emergency in the context of a developing country like Ghana.