Attitudinal Variables Research Articles

Individual differences in acceptance of direct load control

Consumer acceptance of direct load control is becoming increasingly important as energy systems transition towards greater reliance on intermittent renewable energy sources. The objective of this paper is to better understand the attitudinal and socio-economic determinants of direct load control acceptance. To do so, we collect survey data from participants in 31 European countries (N = 5,970). Regression analyses testing a comprehensive model of attitudinal and socio-economic determinants of direct load control acceptance reveal that attitudes and beliefs specific to direct load control acceptance (social and personal norms, anticipated emotions, and outcome efficacy beliefs) predict acceptance, whereas more general attitudinal variables and socio-economic characteristics play no or only a secondary role. These findings substantially improve our understanding of direct load control acceptance. While European policy documents recognize the importance of individual attitudes for the success of demand response programs, reference to specific factors or processes is often missing due to lack of evidence. The present research helps fill this gap, and can inform the design of novel soft policy measures – highlighting the usefulness of facilitating positive peer influence, of reinforcing perceptions that engaging in demand response is effective, is the responsible thing to do, and also something to be proud of

The Impact of Teacher Attitudes and Beliefs on the Integration of Gamified Learning: A Study of Key Attitudinal Variables

The present study aims to explore the perspectives of educators in Saudi Arabia regarding the implementation of gamified learning approaches and their impact on the incorporation of gamified elements within educational environments, specifically emphasizing student engagement. A comprehensive dataset was obtained from a heterogeneous sample of educators hailing from the Kingdom of Saudi Arabia (KSA) by employing a rigorous quantitative research methodology. The study used a questionnaire survey to collect data from 100 teachers. The findings of this study unveiled an encouraging inclination among these teachers toward adopting gamified pedagogical techniques as an effective means of instruction. This study elucidated a robust association between positive teacher attitudes and the successful incorporation of gamified elements within instructional frameworks, leading to heightened levels of student involvement. While the experience of teachers certainly plays a role, it is important to acknowledge that the influence of positive attitudes towards gamification outweighs this factor. The results of this study highlighted the profound impact that gamified learning can have on promoting student engagement, underscoring its potential to bring about transformative changes in the educational landscape. Furthermore, these findings emphasized the critical role of cultivating positive teacher attitudes in ensuring the successful integration of gamified learning strategies.

On the Selection of Workplace in the COVID-19 Era Using Attitudinal Factors

After two years of living with the threat of COVID-19 in Ontario, Canada, pre-pandemic circumstances returned. During the pandemic, we relied on ICT-based tools to carry out our daily tasks, and now we have reached a tipping point. Should we keep our new routines to benefit us in the future? Or should we return to our routines before the pandemic? This study utilized a travel survey to examine the impact of the COVID-19 pandemic on work activity-travel behavior and the persistence of new traditions in the post-pandemic era. The data for this study comes from a sample of 1,000 Greater Toronto Area residents who participated in a web-based survey in July, 2021, when Ontario began the third phase of reopening. This paper investigates work activity and workplace selection in more depth. Using factor analysis, a collection of latent attitudinal variables was identified. An integrated choice and latent variable model estimated the influential systematic and latent variables on the perceived workplace selection in the post-pandemic condition. The results showed that 71% of responders want to continue working from home at least once weekly after the pandemic. The preferred frequency of telecommuting in the post-pandemic period was positively correlated with education level, positive feelings about telecommuting experience, and certain occupation types, while negatively associated with age.

Socioeconomic determinants of male contraceptive use in South Africa: a secondary analysis of the 2016 SADHS data

BackgroundHistorically, family planning discussions have predominantly centred on women, overlooking the crucial role men play in contraception. This is particularly concerning in regions like Sub-Saharan Africa (SSA), where reproductive health challenges are pronounced. South Africa, a key country within SSA, continues to grapple with issues such as high unintended pregnancy rates and increasing pregnancy-related mortality. Understanding the factors that deter male contraceptive use is essential for achieving universal access to sexual and reproductive health (SRH) services. This study investigates the socioeconomic disparities influencing male contraceptive use in South Africa, drawing on data from the 2016 South Africa Demographic Health Survey.MethodsThe study utilised data from the 2016 South African Demographic and Health Survey, which employed a stratified, two-stage sampling design across all provinces based on the 2011 Census. The survey focused on men aged 15–59 using the “Man’s Questionnaire.” Various socio-demographic and attitudinal variables were analysed using STATA 17. The analysis included multinomial logistic regression to identify determinants of male contraceptive use and the Erreygers Normalized Concentration Index to assess socioeconomic inequalities in contraceptive uptake.ResultsAmong the surveyed men, 47% reported not using any contraception, 40% used male methods, and 13% relied on their partners’ contraceptive use. A majority began sexual activity between the ages of 14–17 (54%), resided in urban areas (56%), were unmarried (67%), and had attained secondary education (70%). Notably, 78% disagreed that contraception is solely a woman’s responsibility, and 64% expressed positive attitudes toward contraception. Age, marital status, and education level emerged as significant factors influencing contraceptive use. The study revealed a slight pro-rich inequality in male contraception use, with socioeconomic status (SES) being the most significant contributor to this disparity (223.22%). This suggests that higher SES is associated with increased inequality in the adoption of modern male contraceptive methods.ConclusionThese findings highlight the impact of socioeconomic disparities and entrenched cultural beliefs on male contraceptive use in South Africa. To address these challenges, comprehensive strategies that prioritise education, expand family planning media campaigns and ensure equitable access to contraception are urgently needed.

A systems approach to improving health consideration in UK urban development: a real estate perspective

ABSTRACT This research investigates how population health is considered in urban development decision-making by developing a causal loop diagram from 21 interviews with senior real estate actors. It classifies variables in the model in structural, attitudinal, and transactional dimensions, links them to relevant decision-making actors, and identifies key feedback loops. This enhances understanding of the system and informs intervention strategies for improving the consideration of health. Structural and attitudinal variables are powerful leverage points but are more challenging to influence directly and slower to change. Yet, when activated through a transactional variable, such as enhancing a data-led health metric to increase the ability of stakeholders to include health in planning, investment and development decisions, they generate virtuous feedback loops. These drive and sustain decision-making that shapes a healthier built environment.

Sustainable Fashion Choices: Exploring European Consumer Motivations behind Second-Hand Clothing Purchases

The second-hand clothing (SHC) market has seen dynamic expansion, driven by shifts in consumer attitudes. However, motivations underlying customer engagement in this market remain largely unexplored. Accordingly, this study investigates factors driving consumer sentiment towards buying used clothing. Data were collected in 2023 from a sample of 254 European consumers. The results show that positive attitudes towards SHC are associated with high levels of economic, hedonic (treasure hunting) and ethical motivations, while strong fashion interest and materialism seem to coincide with more negative evaluations of SHC. Interestingly, treasure hunting motivation emerged as the strongest driver of SHC attitudes, surpassing both economic and ethical motivations, which were similar in strength. However, mediation analysis revealed complex interaction patterns among the attitudinal variables, with the potential of reversing the direction of average regression weights for individuals as well as subgroups of customers. This study offers a more nuanced understanding of consumer behavior in the SHC market. It provides practical recommendations for the marketing strategies of SHC vendors, and lays the groundwork for future research in this area.

Assessing Public Opinions of and Interest in Bidirectional Electric Vehicle Charging Technologies: A U.S. Perspective

An increasing number of battery-electric vehicles (BEVs) have bidirectional charging technology that provides new benefits to motorists, homeowners, and power grid operators. A web-based survey investigates the willingness of over 300 Americans to pay for added bidirectional charging features, namely, vehicle-to-load (V2L), vehicle-to-home (V2H), and vehicle-to-grid (V2G) technologies, along with their expected use frequency. Summary statistics suggest that Americans are willing to pay (WTP) an average of $280 and $776 on top of the price of a new car for V2L and V2H, respectively. About 51.3% would let their power company discharge their vehicle via V2G during grid emergencies if compensated and guaranteed a minimum battery level. Interval regression and ordered probit equations explain how demographics, travel patterns, and attitudinal variables affect the response variables, including WTP for bidirectional charging features and expected reliance on technology. The statistically and practically significant relationships suggest that adults over 34 have lower WTP values for V2L and V2H, and those in households with more vehicles plan on more bi-directional charging, as expected. The findings have implications for policymakers, manufacturers, and stakeholders involved in the BEV ecosystem, informing their decision-making processes related to integrating and commercializing bidirectional charging technologies. These models may even help power grid planners understand who is likely to adopt V2G technology, enabling them to aggregate and shift BEV loads to help manage the grid in parallel and isolation.

Acceptance and demand of autonomous vehicles for long-distance recreational travel: An investigation based on a survey of visitors to US national parks

The study of anticipated changes in travel behavior that could be brought by autonomous vehicles (AVs) has been widespread for commuting and short-distance daily travel, yet little attention has been given to long-distance travel. To address this research gap, this paper presents an analytical model for estimating public preference towards the adoption and use (in terms of frequency and length of trips) of AVs, focusing on long-distance recreational travel (LDRT). The model considers socio-demographics, trip-specific characteristics, in-vehicle time use-related factors, and attitudinal latent variables (AV usefulness, AV concern, driving enjoyment) as potential influencers of AV acceptance and demand. To analyze the proposed model, data were collected from a survey of visitors to US national parks conducted in Summer 2022, and the structural equation modeling (SEM) technique was employed. The results indicate that the frequency and length of long-distance recreational trips will likely be higher in the AV era. This draws attention to tourism destination managers not only to manage the tourists’ demand at destinations but also to manage traffic on the roads leading to the destinations. Additionally, the results show that the LDRT demand will continue to rise with the increase in AV acceptance due to the usefulness and potential for several in-vehicle activities offered by vehicle automation, despite concerns about system safety, data privacy, and legal liability. The study also reveals that some travelers will likely miss manual driving enjoyment in AV driving, particularly in unique travel settings like tourism travel, and thus might opt for manual driving options. Based on these findings, we advocate for the timely consideration of induced LDRT, and tourism travel demand generated by AVs—such as provisioning sustainable public transport options to recreational and tourism destinations.

Evolution of Medical Students' Interest in Orthopaedic Surgery Careers from Matriculation to Graduation.

Little is known about risk factors for changes in students' interest in orthopaedics during medical school. We aimed to identify variables associated with diminished (vs. sustained) and emerging (vs. no) plans to become board certified in orthopaedic surgery. We conducted a retrospective national-cohort study of students who matriculated in US MD-granting medical schools in academic years 1993 to 1994 through 2000 to 2001. The outcome measure was the evolution of students' board-certification plans in orthopaedic surgery from matriculation to graduation using responses on the Association of American Medical Colleges' Matriculating Student Questionnaire and Graduation Questionnaire. Covariates included demographic, attitudinal, experiential, and career intention variables. Of 53,560 graduates with complete data, 2,765 students reported diminished interest in becoming board certified in orthopaedics, 1,345 reported emerging interest, and 1,327 reported sustained interest. In multivariable logistic regression models, students who were female (adjusted odds ratio [aOR] 1.83, 95% confidence interval [CI] 1.43-2.34), Asian (aOR 1.46, 95% CI 1.18-1.82), reported greater importance of social responsibility (aOR 1.16, 95% CI 1.02-1.33) and prestige (aOR 1.20, 95% CI 1.10-1.30) in choosing a medicine career, and planned full-time university faculty careers (aOR 1.58, 95% CI 1.33-1.89) at graduation were independently more likely to have diminished (vs. sustained) interest. Students who participated in research and/or authorship electives (aOR 3.50, 95% CI 3.00-4.07) and who attended private institutions (aOR 1.23, 95% CI 1.10-1.39) were more likely to have emerging (vs. no) interest. Twice as many students lost interest than gained interest in orthopaedics during medical school, and the cohort of students interested in orthopaedics became less diverse over the course of medical school. Several risk factors amenable to change were identified. Interventions that target these risk factors are warranted to increase the diversity of the orthopaedic surgery workforce.

Career choice intention and work engagement of the audit professional in the Brazilian context

Objective: This research analyzed the attitudinal, subjective norms, behavioral perception, and work engagement variables that determine the audit professional’s intention to choose to pursue the career.Method: The methodology is quantitative, descriptive, and survey. Data were obtained through the application of a questionnaire with 312 audit professionals in Brazil. Data analysis included structural equation modeling.Originality/Relevance: The theoretical gap lies in the relationship between the Theory of Planned Behavior and work engagement in audit professionals. In this way, the intention of deciding on a career does not consist only in choosing a specific branch within the accounting area, but also in the individual’s willingness and competence to implement their projects and in the future engagement to support it, which demonstrates the confidence of the search.Results: The results revealed that audit professionals are happy to follow in this area, feel confident, believe in their professional capacity, and intend to grow in their careers in the coming years. Professionals have high levels of vigor, dedication, and concentration, and are highly engaged in their work. Personal attitudes, subjective norms, vigor, and dedication presented an explanatory power of 58% of the intention, concluding that the relationships between the scales are supported.Theoretical contributions: The model for measuring the relationship between intention to choose a career and engagement at work was validated. The study fills a gap in the behavioral area, helping to understand the auditor's behavior.

Attitudes of South Korean consumers toward the prudent use of antimicrobials in livestock animals

Antimicrobial resistance (AMR) in livestock is a complicated and multi-sectoral risk that threatens public health in the interactions between humans, animals, and environment. Through their increased awareness of AMR issues, consumers can make a significant impact on regulations and strategies to reduce or eliminate the use of antimicrobials use. This study aims to provide evidence-based data for promoting the prudent use of antimicrobials (PUA) in the livestock industry to reduce the risk of AMR and increase animal welfare by identifying consumers' intentions to support PUA practices in livestock farming. An online survey was conducted on 1000 respondents in South Korea to examine their intention to pay more for PUA practices in livestock farming at state and individual levels against their pro-animal attitude, risk perception of antimicrobial overuse, trust in antimicrobial overuse control, and perceived value of PUA practices. The survey data was analyzed using multiple linear regression to identify the determinants of Korean consumers' support for PUA practices. Approximately 86.3% of the respondents supported government-level spending for PUA in livestock farming, and the same portion of respondents intended to pay more for livestock products that complied with the PUA principle. The four attitudinal variables—pro-animal attitude, consumers' risk perception, trust in antimicrobial resistance control, and perceived value of PUA—positively affected both state- and individual-level support. Overall, our findings highlight the Korean consumers' demand for reducing the risk of AMR and their perceived universal value of PUA for humans and animals.

An investigation into the relationship between attitudinal and non-attitudinal variables and the utilization of digital technology: the EFL Vietnamese context

Abstract This study investigates the relationship between attitudinal and non-attitudinal variables that impact digital technology use by EFL students in Vietnam. An adapted questionnaire was administered to 1,005 students from different tertiary courses. The results showed that students have a positive attitude to the use of technology and sometimes apply digital tools in their language learning. Although there is a low correlation between learners’ technology attitude and their usage of applications, other variables like age, English proficiency levels, digital competence, and the major being pursued can predict the usage of technology among students.

Electric two-wheeler adoption in India – A discrete choice analysis of motivators and barriers affecting the potential electric two-wheeler buyers

An impetus towards the electrification of mobility is crucial for India. However, the adoption rates of electric two-wheelers remain low, and hence, for fruitful penetration of electric two-wheelers in India, this study analyses the factors affecting the adoption behaviour of electric two-wheelers using discrete choice models. This study uses data collected from 1375 potential electric two-wheeler buyers of Bengaluru, India, to study the influence of various vehicle attributes such as purchase price, operating cost, charging time, driving range, charging infrastructure and exhaust emissions on the intention to adopt electric two-wheelers. In addition, the impact of important policies such as free and reserved parking, access to priority lanes and toll tax exemption for electric two-wheeler owners is also analysed and discussed in this study. Apart from the vehicle attributes, this study also studies the effect of socio-demographic variables, travel variables and certain attitudinal latent variables such as environmental enthusiasm, technological enthusiasm, and perceived social image on the electric two-wheeler adoption behaviour. The results reveal purchase price, operating cost and charging time to have a significant negative impact and driving range and density of the charging infrastructure network to have a significant positive impact on the intention to adopt electric two-wheelers.

Linguistic threat: Vote choice, linguistic cues and support for official bilingualism in Quebec

AbstractIn Canada, federal institutions must provide governmental services to all citizens in the country's two official languages: French and English. This paper uses a survey experiment to test exposure to written English as a determinant of support for official bilingualism in the French‐speaking province of Quebec. The data emanate from an exit poll conducted in two Quebec electoral districts during the 2019 Canadian federal elections (n = 430). Results suggest the existence of heterogeneous experimental effects depending on vote choice. Indeed, Bloc Québécois voters—the federal party most strongly supportive of linguistic rights—are disproportionately supportive of institutional bilingualism when randomly exposed to written English on the survey questionnaire. These results are robust to the inclusion of socio‐demographic and attitudinal control variables, including support for Quebec independence. Our paper bolsters causal claims about the contextual determinants of in‐group favouritism and cultural threat in divided societies.

Evaluation of The Success of Using a SAP-Based ERP System With Theory of Planned Behavior (TPB) Model

PT. XYZ has implemented System Application and Product in data processing (SAP) software to support business processes in the company. The success or failure of system implementation can be assessed from non-technical aspects, namely that users can accept and use the SAP system well. The aim of this research is to evaluate the use of SAP software through Theory of Planned Behavior (TPB) modeling. Attitudes, subjective norms, perceived behavioral control, behavioral intentions, and behavior are the variables used in this modeling. This TPB modeling explains the factors that influence an individual's interest and behavior in using SAP software. An individual's intention to use SAP software is influenced by attitudinal variables, perceived behavioral control, and subjective norms, while a person's influence to use SAP software is influenced by intention. This type of research is quantitative research through data collection using a questionnaire with 30 respondents coming from SAP users at PT. XYZ. Data analysis was carried out using the SmartPLS application. The results obtained are that attitudes have a positive and significant effect on behavioral intentions, behavioral intentions have a positive and significant effect on behavior, subjective norms have a positive and significant effect on behavioral intentions, and perceived behavioral control has a negative effect on behavioral intentions in using SAP software.

The landscape of heat pump adoption in Canada: a market segments approach

Heat pumps are an important technology for reducing residential building emissions, however their adoption rate in North America is far below what is needed to meet emission reduction targets. This paper uses a representative web-based survey of Canadian homeowners (n = 3,804) to identify and describe characteristic and attitudinal trends of three market segments of Canadian homeowners: Pioneers (heat pump owners), Potential Early Mainstream buyers (homeowners currently willing to purchase a heat pump), and Late Mainstream buyers (homeowners currently unwilling to purchase a heat pump). We find that personal capability, contextual and attitudinal factors are significant determinants of market segments. For example, being younger, more educated and wealthier is positively associated with market segmentation in Canada. A novel finding is that voting and living in rural areas is strongly associated with willingness to install a heat pump. The Atlantic Provinces, Quebec and British Columbia are all more likely than Ontario and Alberta to adopt heat pumps while the Prairies are less likely. This is true even after controlling for personal capability, contextual and attitudinal variables. We find an important role for contextual variables in explaining the geographical distribution of heat pump market segments.

Online and Social Media News Usage, Conspiratorial Attitudes and Fear of Terrorism

Are individuals who obtain their news from online news sources or from social media more likely to fear terrorism? If so, why is this the case? Based on the 2021 Chapman Survey of American Fears, this study draws two key conclusions. First, subjects who more frequently use online and social media news sources exhibit higher levels of fear of terrorism. Second, the relationship between online and social media news reliance and fear of terrorism is mediated through conspiratorial attitudes. These findings are robust to the inclusion of a host of demographic and attitudinal control variables.

Does Studying Latin in Secondary Education Predict Study Achievement in Academic Higher Education?

AbstractStudying Latin in secondary education is still widespread in Europe and believed to result in cognitive benefits, even beyond the linguistic domain. In this study we explored the relation between such study and later academic achievement in higher education (N = 1,898). First, we demonstrated that Latin students exhibit increased levels of study achievement in higher education, particularly in study programs other than those covering science, technology, engineering, and mathematics (STEM). Second, we explored where the instruction of Latin was a significant predictor in models of academic achievement, explaining incremental variance over 21 other cognitive, attitudinal, and demographic variables. Latin instruction was included as a variable in the prediction models in 42% of the programs (mainly in the non‐STEM ones), but the incremental predictive validity was substantial only in the linguistic programs. Our results highlight how the study of Latin can be a valuable predictor of academic achievement in other study fields.

Altruistic Bequests: Giving Motive and Receipt Expectation Using the 2019 Survey of Consumer Finances

This study uses Altruistic Bequest Theory to update research by Kao et al. (1997) exploring the factors driving the giving and receiving of bequests using data collected from the 2019 Survey of Consumer Finances (SCF). Altruistic variables demonstrated significant, although at times weak, relationships across the three categories of the analysis (bequest versus no bequest, bequest versus maybe bequest, maybe bequest versus no bequest). Alternatively, results show economic, attitudinal, and sociodemographic variables as the main drivers for the giving and receiving of bequests.

Vaccine Hesitancy Among Us Travelers

Diseases are increasing in prevalence around the world. American travelers are at greater risk of contracting the disease when traveling outside the country to an endemic region. The safety of visitors to mosquito-endemic destinations is more important than ever. Because a vaccine does not exist for prevention or as a prophylactic, tourists are in jeopardy of fatal sicknesses. Thus, if a vaccine existed, it would be important to understand the likelihood of taking such a vaccine. This study sought to identify specific demographic and attitudinal variables that may be the best predictors of the likelihood of getting a Chikungunya virus (CHIKV) vaccine. An online survey of US travelers intending to travel to the Caribbean in the next 3‐5 years was used to gather information related to personal protection motivations, behaviors, and knowledge of CHIKV. Hierarchical logistic regression was used to determine the best predictor of getting a CHIKV vaccine. Results suggested that the best predictor of getting the vaccine was trust. Using scenarios and predicting the use of vaccines in today’s environment are effective ways of determining vaccine support and the likelihood of engaging in this personal protective behavior, should it become commercially available. Such efforts can improve ways to manage, control, and message regarding CHIKV.