Objective:To investigate the interrelationship between cardiovascular health awareness,risk perception,behavioural intention,and INTERHEART risk stratification in a middle-aged adult population in Malaysia.Methods:A c...Objective:To investigate the interrelationship between cardiovascular health awareness,risk perception,behavioural intention,and INTERHEART risk stratification in a middle-aged adult population in Malaysia.Methods:A cross-sectional survey with convenience sampling was conducted during November 2022 and January 2023.Participants completed validated questionnaires assessing cardiovascular health awareness,risk perception of cardiovascular diseases,behavioural intention towards adopting healthy habits,and INTERHEART risk stratification score(IHRS)based on established risk factors.A total of 602 respondents were included in the final analysis.Data were analysed with independent t-test/one-way ANOVA or Mann-Whitney/Kruskal-Wallis to test the differences,Pearson correlation or linear regression test to analyze the association of independent and dependent variables.Results:There was a significant positive correlation between medical knowledge related to cardiovascular disease(CVD)and knowledge related to CVD risk prevention,risk perception,behavioural intention and IHRS(P<0.05,Pearson correlation).Notably,individuals with higher IHRS tended to have lower knowledge related to CVD and CVD risk prevention,risk perception,and behavioural intention.Males,laborers,active/former smokers,individuals with lower household income and educational levels,those involved in occupations not related to the healthcare sector,and those who did not receive the CVD health brochure or are unaware of health self-assessment tools are likely to have lower levels of knowledge,risk perception,and poorer behavioural intention regarding cardiovascular health(P<0.05,one-way ANOVA).While educational level,smoking status,awareness about CVD poster,self-assessment tools were repeatedly significantly associated with knowledge related to CVD and CVD risk prevention,risk perception,behavioral intention and/or IHRS(P<0.05,linear regression).Conclusions:These findings underscore the importance of promoting cardiovascular health awareness and risk perception among middle-aged adults to foster positive BI and reduce CVD risk.Tailored interventions targeting specific risk factors identified by INTERHEART may enhance risk stratification accuracy and facilitate targeted preventive strategies.展开更多
It is common to observe the epidemic risk perception(ERP)and a decline in subjective well-being(SWB)in the context of public health events,such as Corona Virus Disease 2019(COVID-19).However,there have been few studie...It is common to observe the epidemic risk perception(ERP)and a decline in subjective well-being(SWB)in the context of public health events,such as Corona Virus Disease 2019(COVID-19).However,there have been few studies exploring the impact of individuals’ERP within living space on their SWB,especially from a geographical and daily activity perspective after the resumption of work and other activities following a wave of the pandemic.In this paper,we conducted a study with 789 participants in urban China,measuring their ERP within living space and examining its influence on their SWB using path analysis.The results indicated that individuals’ERP within their living space had a significant negative effect on their SWB.The density of certain types of facilities within their living space,such as bus stops,subway stations,restaurants,fast food shops,convenience shops,hospitals,and public toilets,had a significantly negative impact on their SWB,mediated by their ERP within living space.Additionally,participation in out-of-home work and other activities not only increased individuals’ERP within living space,but also strengthened its negative effect on their SWB.展开更多
This manuscript presents a research proposal to investigate how hazardous attitudes among general aviation pilots influence pilot performance in aviation accidents. General aviation pilots train to maintain safe flyin...This manuscript presents a research proposal to investigate how hazardous attitudes among general aviation pilots influence pilot performance in aviation accidents. General aviation pilots train to maintain safe flying conditions, but accidents still occur, and human factors figure prominently among the causes of aviation accidents. The levels of hazardous attitudes among pilots may influence the likelihood of engaging in risky flight behaviors that can lead to accidents. This quantitative study aims to determine whether dangerous attitudes impact risk perception in general aviation pilots. The study will focus on two specific hazardous attitudes, “Anti-Authority” and Macho” behaviors. Among the hazardous attitudes identified by the Federal Aviation Administration (FAA), the two attitudes often stand out in accident investigations and pilot narratives. While all hazardous attitudes have inherent dangers, these two attitudes tend to be more frequently cited in accident reports and investigations. Despite rigorous training in safe flying conditions, general aviation accidents still transpire due to human factors. This research hypothesizes that the five attitudes from the hazardous attitude model, particularly Anti-Authority and Macho, significantly shape pilots’ risk perception. The insights from this study would benefit stakeholders, like the Aircraft Owners and Pilots Association (AOPA), Air Safety Institute, and aviation training programs, in creating training modules tailored to reduce such attitudes.展开更多
Approximately 2,000,000 people are exposed to volcanic risks in communities situated at the flanks of Mounts Cameroon (MC) and Nyiragongo (MN) volcanoes in Central Africa. This study therefore sought to investigate ri...Approximately 2,000,000 people are exposed to volcanic risks in communities situated at the flanks of Mounts Cameroon (MC) and Nyiragongo (MN) volcanoes in Central Africa. This study therefore sought to investigate risk perception from four previous eruptions of MC, namely the 1959, 1982, 1999, and 2000 eruptions;and two previous eruptions of MN: 1977 and 2002. The study was initiated with co-design workshops held with major stakeholders in the cities of Buea and Goma at the flanks of MC and MN, respectively, in 2017, to develop the research objectives for the study. A non-random questionnaire survey was later conducted within 14 and 15 communities in Buea and Goma respectively, on the effects, perceived risks, and coping strategies for the chosen eruptions. Three age groups (18 - 30, 31 - 45 and >45 years) and gender (male and female) were considered. The population at the flanks of both volcanoes cited scientific and indigenous factors to be responsible for eruptions from these volcanoes. At MC and MN, ≥45% of the sampled participants (with a higher female population) perceived that the sampled eruptions posed a very high risk to the population. In terms of the effects, the age group of 18 - 30 was the least knowledgeable. In terms of direct effect on persons, over 90% of participants at MC and MN attested that they were overcome by fear/panic. On measures to cope with any likely eruption, the following order was established at the flanks of both volcanoes: sensitization of population, use of religious (prayers) and of traditional/indigenous strategies. In terms of future coping strategies, while the males at MC maintained sensitization as the favourite option, 62% of the males at MN opted for traditional/indigenous strategies. The female population at both MC and MN showed a higher preference for religious strategies like prayers.展开更多
This paper selects the teachers of public higher vocational college(College A)in underdeveloped areas to participate in the analysis,and conducts a questionnaire survey using the occupational risk perception questionn...This paper selects the teachers of public higher vocational college(College A)in underdeveloped areas to participate in the analysis,and conducts a questionnaire survey using the occupational risk perception questionnaire of higher vocational teachers.A total of 223 higher vocational teachers were selected to participate in the survey in order to understand the status quo of occupational risk perception of higher vocational teachers.The survey results show that the Cronbach’sαcoefficient of occupational risk perception scale for higher vocational teachers is 0.846,and the Kaiser-Meyer-Olkin(KMO)is 0.871.The education legal liability risk,workload risk,and career development risk are the highest average occupational risk perception of higher vocational teachers.In conclusion,the occupational risk perception scale of higher vocational teachers compiled in this study has good reliability and validity.The occupational risk perceived by teachers in public higher vocational colleges is relatively high.展开更多
Background:Risk perception and COVID‑19 anxiety in pregnant women restrict access to health services,cause pregnant women to resort to alternative channels such as the Internet,and affect prenatal care quality(PCQ)neg...Background:Risk perception and COVID‑19 anxiety in pregnant women restrict access to health services,cause pregnant women to resort to alternative channels such as the Internet,and affect prenatal care quality(PCQ)negatively.Purpose:The purpose of this study was to examine the effect of risk perception and COVID‑19 anxiety in pregnancy on decision‑making via the Internet(DMI)and PCQ with multivariate analysis.Materials and Methods:This cross‑sectional study was conducted with 406 pregnant women selected using the convenience sampling method in a training and research hospital,in Turkey.The data were collected using the information form,the perception of pregnancy risk questionnaire,the Coronavirus Anxiety Scale,the DMI Scale,and the PCQ Scale.The data obtained were subject to descriptive analysis and the multivariate analysis of variance.Results:Approximately 24.9%of the pregnant women were found to have a high perception of risk and 18%had symptoms of COVID‑19 anxiety.Pregnant women with high COVID‑19 anxiety and a higher perception of risk perceived the Internet as less influential for decision‑making(P<0.05).Pregnant women with a high‑risk perception had lower PCQ(P<0.05).Conclusion:The findings can be used to enhance mental health and resilience in pregnant women and to formulate appropriate intervention strategies.展开更多
This paper describes the basic connotation of risk perception, the influence factors of the risk perception for agricultural drought and the mainstream assess- ment model. Additionally, it summarizes the latest develo...This paper describes the basic connotation of risk perception, the influence factors of the risk perception for agricultural drought and the mainstream assess- ment model. Additionally, it summarizes the latest developments of research meth- ods for risk perception for the agricultural drought, and the research status of the risk perception for agricultural drought, and put forward the trends of risk perception for the agricultural drought. Finally, it proposes the research areas of the risk per- ception for agricultural drought should be improved in future.展开更多
The increasing impact of disasters at local,national,regional and global scales in recent decades has provided enough evidence to urgently direct attention towards the necessity of disaster risk reduction and manageme...The increasing impact of disasters at local,national,regional and global scales in recent decades has provided enough evidence to urgently direct attention towards the necessity of disaster risk reduction and management,and this requires knowledge.Knowledge without communication is barren,and to communicate the risk of disaster it is necessary to understand the perception of the people at risk.In particular,this paper deals with the necessity to delineate strategies of risk communication in pursuance of risk knowledge as a core of disaster risk reduction and management,especially in mountain areas of developing countries.To portray this issue,an analysis of landslide risk perception in terms of experience,landslide risk awareness,exposure,preparedness,and risk communication and trust was undertaken in the municipality of Teziutlán,Puebla,Mexico,an area that has been affected for several decades by episodes of mass movement.Analysis of the responses to a risk perception questionnaire has offered valuable insights in terms of the information and knowledge most required by the people living in the area of interest,in order to devise a realistic and functional strategy to communicate the risk of a landslide disaster.This includes better understanding of controlling factorsand drivers of this risk,and the establishment of potential trusted sources of risk communication.Beyond considering practical matters of risk assessment and management,risk perception and communication can increase the resilience of vulnerable people,and can enhance capacity building for present and future generations.展开更多
Discussing the impact of the crisis in Xinjiang on tourists and tourism plays an important role in Xinjiang tourism industry leveraging the country’s the Belt and Road Initiative and policy support,and constructing ...Discussing the impact of the crisis in Xinjiang on tourists and tourism plays an important role in Xinjiang tourism industry leveraging the country’s the Belt and Road Initiative and policy support,and constructing the“Silk Road Economic Zone Core Area”and the“Silk Road Economic Zone Tourism Center”.Based on the questionnaire survey of tourists infamous tourism scenic spots,like Urumqi,Bortala Mongolia Autonomous Prefecture,Xinjiang,Hami,Changji Hui Autonomous Prefecture,Yili Kazakh Autonomous Prefecture,and so on.This study used literature analysis,multivariate statistical analysis,and structural equation model.This paper constructed a study on the mechanism and path of the impact of tourism risk perception on the tourism motive and the satisfaction degree of tourism.The results showed that there was a significant positive correlation between tourism motivations and satisfaction,and there was also a significant positive correlation between tourism motivation and tourism satisfaction.The findings of this study provided scientific basis for quantitative decision-making for the crisis management in Xinjiang and the corresponding tourism marketing strategies.展开更多
Objective:Correctly understanding and evaluating the level of public risk perception toward public health emergencies not only helps experts and decision-makers understand the public’s preventative health behaviors t...Objective:Correctly understanding and evaluating the level of public risk perception toward public health emergencies not only helps experts and decision-makers understand the public’s preventative health behaviors to these emergencies but also enhances their risk information communication with the public.The aim of this study was to develop a risk perception scale for public health emergencies and test its validity and reliability during the coronavirus disease 2019(COVID-19)pandemic.Methods:Guided by the theoretical model of risk perception,an initial scale was generated through literature review,group meetings,resident interviews,and expert consultation.A pretest and item screening were then conducted to develop a formal risk perception scale for public health emergencies.Finally,the reliability and validity of the scale were validated through a questionnaire survey of 504 Chinese adults.Results:The final scale had 9 items.The content validity index of the scale was 0.968,and the content validity index of individual items ranged from 0.83 to 1.00.Three common factors,dread risk perception,severe risk perception,and unknown risk perception,were extracted for exploratory factor analysis,and together they explained 66.26%of the variance in the score.Confirmatory factor analysis showed that the model had a satisfactory fit,whereχ^(2)/df=1.384,the goodness-of-fit index(GFI)=0.989,root mean square error of approximation(RMSEA)=0.028,root mean square residual(RMR)=0.018,comparative fit index(CFI)=0.995,normed fit index(NFI)=0.982,and non-normed fit index(NNFI)=0.990.The correlations between dimensions ranged from 0.306 to 0.483(P<0.01).Cronbach’s a was 0.793 for the total scale and ranged between 0.687 and 0.801 for the individual dimensions.The split-half coefficient was 0.861 for the total scale and ranged from 0.727 to 0.856 for induvial dimensions.The test-retest coefficient was 0.846 for the total scale and ranged from 0.843 to 0.868 for induvial dimensions.Conclusion:The developed scale for the risk perception of public health emergencies showed acceptable levels of reliability and validity,suggesting that it is suitable for evaluating residents’risk perception of public health emergencies.展开更多
This exploratory study examined elderly African Americans attitudes on the COVID-19 pandemic by identifying their perceptions of risk based personal, social, and cultural factors. It seeks to understand their insights...This exploratory study examined elderly African Americans attitudes on the COVID-19 pandemic by identifying their perceptions of risk based personal, social, and cultural factors. It seeks to understand their insights toward public health pandemic response initiatives and other efforts to mitigate COVID-19 outbreak response measures impacting elderly African Americans, including policies, interventions, and public information/communication. The effectiveness of pandemic response measures and community caregiving support for the elderly African Americans was examined as well. Respondents in this study were a convenient sample of 60 residents predominantly in a Midwestern metropolitan area. Respondents were eligible for study participation if 1) there were 60 years and over and, 2) African American or people of African descent. A mixed research method design comprising focus groups and online survey was used to collect the data for the study. The respondents characterized the impact of the coronavirus as a personal, family, and community loss (e.g., less socially engaged and burdensome). An overwhelming majority (98.3%) expressed no worries about getting health care if they or their family members needed it. A sizable number of respondents expressed the need for all to be tested to help prevent the spread of the virus.展开更多
<strong>Introduction:</strong> Many overseas volunteers have worked in low and middle-income countries. However traveling abroad and staying in an unfamiliar environment with inadequate medical infrastruct...<strong>Introduction:</strong> Many overseas volunteers have worked in low and middle-income countries. However traveling abroad and staying in an unfamiliar environment with inadequate medical infrastructure exposes volunteers to a wide range of health risks. The aim of this study was to clarify the relationships among disease knowledge and symptoms, disease risk perception, and self-management skills. <strong>Methods:</strong> This was a questionnaire survey of 189 Japanese who were preparing to volunteer abroad. A factor analysis was conducted on 13 items (six general risk events and seven major diseases) of risk perception. Correlation analysis was performed between the identified risk perception factors and disease knowledge and symptoms. Risk perception scores by factors from the seven disease items were compared between the Self-management Score (SMS) group and disease knowledge and risk of symptoms group, using T-tests. St. Luke’s International University Ethics Committee (19-A092) approved this study. <strong>Results:</strong> Many participants expected to suffer from digestive diseases (69.3%) and dermatitis (55%) in the field. On the other hand, few expected high risk of malaria (26.5%) or dengue fever (36%). Factor analysis yielded robust factor loadings creating a “Dread” and an “Unknown” factor accounting for 62.2% of total variance. Strong correlation was not found between SMS and disease risk perception. A weak negative correlation was observed in dengue fever, digestive disorders, and dermatitis (r = <span style="white-space:nowrap;">−</span>0.20 to <span style="white-space:nowrap;">−</span>0.25, p < 0.001) on the “Unknown” factor. A high SMS score was associated with a lower “Unknown” factor score for malaria, diarrhea, dermatitis, and dental disorders. In addition, higher disease knowledge was significantly associated with higher “Dread” factor score for dental disorders. <strong>Conclusions: </strong>Self-management skills and disease knowledge will enable higher risk awareness of common diseases and high lethality diseases.展开更多
In 2009, Norway faced the global challenge of the influenza pandemic. Risk communication is an important tool within healthy promoting work. In this study the main aim was to explore reflections of students on the ris...In 2009, Norway faced the global challenge of the influenza pandemic. Risk communication is an important tool within healthy promoting work. In this study the main aim was to explore reflections of students on the risk assessment of season flu and the swine flu in 2009 according to field of study. A cross-sectional questionnaire survey based on 505 students is presented. 42.4% were health subject students, and 57.6% were non-health subject related students. The majority of the students were 20-24 years old. Most of the respondents were not concerned at being infected with the swine flu, and did underestimate the death toll of the common flu. Students were more concerned about the swine flu than the regular season flu. By logistic regression, the odds ratio for taking the swine flu vaccine was greater among students who were concerned （O.R. = 2.5）. During the swine flu pandemic, student trust towards the health authorities was low. Among the students, 74% stated they would consider advice from the health authorities, 37% from their parents and 20% from mass media. Stating risk of getting the common flu was at the medium or great risk level for far less non-health students than for health students, 38.2% versus 55.6%, P = 0.001. The perceived infection risk was likewise higher in the health student group, 52.4% versus 36.2%, P = 0.001. The respondents had little faith in general public vaccination as well as being critical concerning side effects of vaccination. The results from the study indicated that the students would rather follow advice about their personal hygiene than advice to take the swine flu-vaccine.展开更多
Individual beliefs, knowledge, and perception play a vital role in understanding and coping with the consequences of earthquakes. These perceptions then mold the broader perceptions of risk and danger held by communit...Individual beliefs, knowledge, and perception play a vital role in understanding and coping with the consequences of earthquakes. These perceptions then mold the broader perceptions of risk and danger held by communities, which ultimately create public policy. This survey study was designed and conducted to assess the perceptions of seismic hazard and risk of earthquake survivors and residents in Al-Marj, Libya—a city razed in a 1963 tremor. In 2019, 364 earthquake survivors and residents were surveyed for their knowledge and perception of earthquakes. Surveys were conducted in Arabic and included demographic and narrative questions in addition to Likert-scaled responses. A number of predictable, surprising, and valuable correlations were found. It was found that during earthquakes most respondents prayed to Allah, or did nothing, in comparison to escape, seeking shelter, or running for help. The majority believed their neighborhoods were unsafe while questions illiciting some aspect of quake recurrence caused a complete refusal to answer;they commented “I do not know” or “only God knows”. Most respondents did not consider preparation to be important, but younger respondents were relatively more prepared. Surprisingly, highly educated respondents were less prepared, however, they also attributed earthquakes to tectonic slipping and not divine retaliation or retribution. However, less-educated respondents stated “I do not know”, “Allah punishes”, or “Allah tests the believers”. Most participants considered themselves well-informed about earthquakes from popular media sources (internet, TV, magazines). These findings were vital in gaining an insight into hazard perception and high-risk behavior in a seismically active region like Libya. When natural hazard recurrence (<em>i.e.</em> earthquakes) are better understood, then the potential consequences of injury, damages, and deaths may be assessed, and an overall plan to produce sustainable disaster management strategies and decrease risk can be created and implemented.展开更多
Following the catastrophic earthquake of October 2005 in Kashmir, Pakistan, 215 surveys were administered to earthquake survivors in villages within 50 miles (80</span><span style="font-family:"&quo...Following the catastrophic earthquake of October 2005 in Kashmir, Pakistan, 215 surveys were administered to earthquake survivors in villages within 50 miles (80</span><span style="font-family:""> </span><span style="font-family:Verdana;">km) of the epicenter near the town of Muzaffarabad. The survey questionnaires were designed to address perceptions of seismic knowledge, event-related behavior, and opinions of local, regional, and national seismic preparedness and mitigation</span><span style="font-family:Verdana;">-</span><span style="font-family:Verdana;">representing a rare opportunity in seismic risk assessment. Some of the findings were similar to previous research results, while some were counter-intuitive, surprising, and valuable. Overwhelmingly, respondents stated that they ran away after the quake (vs. praying, taking cover, screaming, or doing nothing). Their trust in local and national governments regarding future earthquake preparedness and mitigation was high (~50%), contrary to most prior studies</span><span style="font-family:Verdana;">.</span><span style="font-family:Verdana;"> Less than five percent of respondents believed that </span><span style="font-family:Verdana;">“</span><span style="font-family:Verdana;">no quake would occur again</span><span style="font-family:Verdana;">”</span><span style="font-family:Verdana;">, while nearly 75% responded that another quake would occur within 5</span><span style="font-family:""> </span><span style="font-family:Verdana;">-</span><span style="font-family:""> </span><span style="font-family:Verdana;">10 years</span><span style="font-family:Verdana;">,</span><span style="font-family:Verdana;"> another opinion contrary to previous research. This research revealed new aspects of risk perception in the predominant Muslim communities of Northern Pakistan regarding recurrence, post-event action, and regional preparedness.展开更多
Objective:This study aimed to explore the mediating role of self-efficacy on the relationship between risk perception and the coping behavior of the elderly during the coronavirus disease 2019(COVID-19)pandemic.Method...Objective:This study aimed to explore the mediating role of self-efficacy on the relationship between risk perception and the coping behavior of the elderly during the coronavirus disease 2019(COVID-19)pandemic.Methods:The study employed the convenience sampling method to select a total of 550 elderly from Chongqing,Chengdu and Luohe in China.A questionnaire composed of the perception scale,self-efficacy scale,and coping behavior scale was used to collect data.Results:Risk perception exerted a significantly direct effect on positive coping behavior and avoidant coping behavior.Moreover,it positively predicted the components of self-efficacy.In turn,self-efficacy positively predicted the components of positive coping behavior,which confirm that it plays a partial mediating role in the relationship between risk perception and positive coping behavior.Moreover,self-efficacy negatively predicted the components of avoidant coping behavior,which confirms that it also plays a partial mediating role in the relationship between risk perception and avoidant coping behavior.Conclusion:A simple mediation model revealed that self-efficacy partially mediated the direct and indirect effects of risk perception on coping behavior.Based on the results,the study recommended several countermeasures and suggestions for enhancing the positive coping behavior of the elderly during the COVID-19 pandemic.展开更多
This paper aims to calculate Argentinean consumers＇ willingness to pay （WTP） for organic fresh chicken in the domestic market, by applying the Contingent Valuation approach and with a view to providing some useful ...This paper aims to calculate Argentinean consumers＇ willingness to pay （WTP） for organic fresh chicken in the domestic market, by applying the Contingent Valuation approach and with a view to providing some useful insights for promoting organic chicken production and consumption in Argentina. A binomial logit model was estimated using data from a consumer survey conducted in Buenos Aires City, Argentina. Willingness to pay is explained by the consumption of organic products, health risk perceptions, concerns about production processes and also regulation issues, and label reading. The WTP calculation reveals a mean value of 21.4%/kg and a median value of 19%/kg. These results indicate that organic chicken is positively valued by consumers. In fact, it provides the nutritional and product origin information that buyers require and they consider it a safer option than conventional chicken.展开更多
Intelligent vehicle(Ⅳ)technology has developed rapidly in recent years.However,achieving fully unmanned driving still presents numerous challenges,which means that human drivers will continue to play a vital role in ...Intelligent vehicle(Ⅳ)technology has developed rapidly in recent years.However,achieving fully unmanned driving still presents numerous challenges,which means that human drivers will continue to play a vital role in vehicle operation for the foreseeable future.Human-machine shared driving,involving cooperation between a human driver and an automated driving system(AVS),has been widely regarded as a necessary stage for the development of IVs.Focusing onⅣdriving safety,this study proposed a human-machine shared lateral control strategy(HSLCS)based on the reliability of driver risk perception.The HSLCS starts by identifying the effective areas of driver risk perception based on eye movements.It establishes an anisotropic driving risk field,which serves as the foundation for the AVS to assess risk levels.Building upon the cumulative and diminishing effects of risk perception,the proposed approach leverages the driver's risk perception effective area and converts the risk field into a representation aligned with the driver's perspective.Subsequently,it quantifies the reliability of the driver's risk perception by using area-matching rules.Finally,based on the driver’s risk perception reliability and dif-ferences in lateral driving operation between the human driver and the AVS,the dynamic distribution of driving authority is achieved through a fuzzy rule-based system,and the human-machine shared lateral control is completed by using model predictive control.The HSLCS was tested across various scenarios on a driver-in-the-loop test platform.The results show that the HSLCS can realize the synergy and complementarity of human and machine intelligence,effectively ensuring the safety ofⅣoperation.展开更多
Aims:This study aimed to determine if people with cancer(PWC)exhibit a unique COVID-19 risk perception profile and identify psychosocial factors characterizing PWC who do not conform to the majority risk perception pr...Aims:This study aimed to determine if people with cancer(PWC)exhibit a unique COVID-19 risk perception profile and identify psychosocial factors characterizing PWC who do not conform to the majority risk perception profile.Procedure:A cross-sectional online self-questionnaire study was conducted in France from April 25 to May 07,2020,with a sample(n=748)comprising PWC,individuals not currently receiving cancer treatment,and those without a history of cancer.Latent profiles of COVID-19 risk perception(PCRP)were established.Methods:A multivariate multinomial logistic regression was performed to assess the association between cancer status and PCRP membership.Characteristics of PWC across different profiles were compared.Results:Four profiles emerged,ranging from Low-Risk to High-Risk Perceivers.PWC were more likely to belong to the High-Risk Perceivers profile(aOR:3.02;p<0.001).PWC not conforming to this profile had a higher perceived socioeconomic level(PSL)(p<0.05).The majority of PWC demonstrated a specific COVID-19 risk perception profile,mainly influenced by medical knowledge linking cancer to increased COVID-19 severity.PSL was a key determinant in shaping risk perception among PWC.Conclusion:Interventions targeting COVID-19 risk perception modification should consider these factors,with particular emphasis on addressing concerns related to SARS-CoV-2 infection.展开更多
The perceived infection risk changes individual behaviors,which further affects the disease dynamics.This perception is influenced by social communication,including surveying their social network neighbors about the f...The perceived infection risk changes individual behaviors,which further affects the disease dynamics.This perception is influenced by social communication,including surveying their social network neighbors about the fraction of infected neighbors and averaging their neighbors’perception of the risk.We model the interaction of disease dynamics and risk perception on a two-layer random network that combines a social network layer with a contact network layer.We found that if information spreads much faster than disease,then all individuals converge on the true prevalence of the disease.On the other hand,if the two dynamics have comparable speeds,the risk perception still converges to a value uniformly on the network.However,the perception lags behind the true prevalence and has a lower peak value.We also study the behavior change caused by the perception of infection risk.This behavior change may affect the disease dynamics by reducing the transmission rate along the edges of the contact network or by breaking edges and isolating the infectious individuals.The effects on the basic reproduction number,the peak size,and the final size are studied.We found that these two effects give the same basic reproduction number.We find edge-breaking has a larger effect on reducing the final size,while reducing the transmission rate has a larger effect on reducing the peak size,which is true for both scale-free and Poisson networks.展开更多
基金This work was supported by the Ministry of Higher Education(MOHE),Malaysia,through Fundamental Research Grant Scheme(FRGS/1/2022/SKK10/UTAR/02/1)Universiti Tunku Abdul Rahman,Malaysia,through UTAR-Research Grant(IPSR/RMC/UTARRF/2021-C2/L08)MBBS Community Health Project(2022/2023),UTAR.
文摘Objective:To investigate the interrelationship between cardiovascular health awareness,risk perception,behavioural intention,and INTERHEART risk stratification in a middle-aged adult population in Malaysia.Methods:A cross-sectional survey with convenience sampling was conducted during November 2022 and January 2023.Participants completed validated questionnaires assessing cardiovascular health awareness,risk perception of cardiovascular diseases,behavioural intention towards adopting healthy habits,and INTERHEART risk stratification score(IHRS)based on established risk factors.A total of 602 respondents were included in the final analysis.Data were analysed with independent t-test/one-way ANOVA or Mann-Whitney/Kruskal-Wallis to test the differences,Pearson correlation or linear regression test to analyze the association of independent and dependent variables.Results:There was a significant positive correlation between medical knowledge related to cardiovascular disease(CVD)and knowledge related to CVD risk prevention,risk perception,behavioural intention and IHRS(P<0.05,Pearson correlation).Notably,individuals with higher IHRS tended to have lower knowledge related to CVD and CVD risk prevention,risk perception,and behavioural intention.Males,laborers,active/former smokers,individuals with lower household income and educational levels,those involved in occupations not related to the healthcare sector,and those who did not receive the CVD health brochure or are unaware of health self-assessment tools are likely to have lower levels of knowledge,risk perception,and poorer behavioural intention regarding cardiovascular health(P<0.05,one-way ANOVA).While educational level,smoking status,awareness about CVD poster,self-assessment tools were repeatedly significantly associated with knowledge related to CVD and CVD risk prevention,risk perception,behavioral intention and/or IHRS(P<0.05,linear regression).Conclusions:These findings underscore the importance of promoting cardiovascular health awareness and risk perception among middle-aged adults to foster positive BI and reduce CVD risk.Tailored interventions targeting specific risk factors identified by INTERHEART may enhance risk stratification accuracy and facilitate targeted preventive strategies.
基金Under the auspices of the National Natural Science Foundation of China(No.42271234,42101246,42101223)Hong Kong Research Grants Council General Research Fund Grant(No.14605920,14611621,14606922)+1 种基金Hong Kong Research Grants Council Collaborative Research Fund Grant(No.C4023-20GF)Hong Kong Research Grants Council Research Matching Grants RMG(No.8601219,8601242)。
文摘It is common to observe the epidemic risk perception(ERP)and a decline in subjective well-being(SWB)in the context of public health events,such as Corona Virus Disease 2019(COVID-19).However,there have been few studies exploring the impact of individuals’ERP within living space on their SWB,especially from a geographical and daily activity perspective after the resumption of work and other activities following a wave of the pandemic.In this paper,we conducted a study with 789 participants in urban China,measuring their ERP within living space and examining its influence on their SWB using path analysis.The results indicated that individuals’ERP within their living space had a significant negative effect on their SWB.The density of certain types of facilities within their living space,such as bus stops,subway stations,restaurants,fast food shops,convenience shops,hospitals,and public toilets,had a significantly negative impact on their SWB,mediated by their ERP within living space.Additionally,participation in out-of-home work and other activities not only increased individuals’ERP within living space,but also strengthened its negative effect on their SWB.
文摘This manuscript presents a research proposal to investigate how hazardous attitudes among general aviation pilots influence pilot performance in aviation accidents. General aviation pilots train to maintain safe flying conditions, but accidents still occur, and human factors figure prominently among the causes of aviation accidents. The levels of hazardous attitudes among pilots may influence the likelihood of engaging in risky flight behaviors that can lead to accidents. This quantitative study aims to determine whether dangerous attitudes impact risk perception in general aviation pilots. The study will focus on two specific hazardous attitudes, “Anti-Authority” and Macho” behaviors. Among the hazardous attitudes identified by the Federal Aviation Administration (FAA), the two attitudes often stand out in accident investigations and pilot narratives. While all hazardous attitudes have inherent dangers, these two attitudes tend to be more frequently cited in accident reports and investigations. Despite rigorous training in safe flying conditions, general aviation accidents still transpire due to human factors. This research hypothesizes that the five attitudes from the hazardous attitude model, particularly Anti-Authority and Macho, significantly shape pilots’ risk perception. The insights from this study would benefit stakeholders, like the Aircraft Owners and Pilots Association (AOPA), Air Safety Institute, and aviation training programs, in creating training modules tailored to reduce such attitudes.
文摘Approximately 2,000,000 people are exposed to volcanic risks in communities situated at the flanks of Mounts Cameroon (MC) and Nyiragongo (MN) volcanoes in Central Africa. This study therefore sought to investigate risk perception from four previous eruptions of MC, namely the 1959, 1982, 1999, and 2000 eruptions;and two previous eruptions of MN: 1977 and 2002. The study was initiated with co-design workshops held with major stakeholders in the cities of Buea and Goma at the flanks of MC and MN, respectively, in 2017, to develop the research objectives for the study. A non-random questionnaire survey was later conducted within 14 and 15 communities in Buea and Goma respectively, on the effects, perceived risks, and coping strategies for the chosen eruptions. Three age groups (18 - 30, 31 - 45 and >45 years) and gender (male and female) were considered. The population at the flanks of both volcanoes cited scientific and indigenous factors to be responsible for eruptions from these volcanoes. At MC and MN, ≥45% of the sampled participants (with a higher female population) perceived that the sampled eruptions posed a very high risk to the population. In terms of the effects, the age group of 18 - 30 was the least knowledgeable. In terms of direct effect on persons, over 90% of participants at MC and MN attested that they were overcome by fear/panic. On measures to cope with any likely eruption, the following order was established at the flanks of both volcanoes: sensitization of population, use of religious (prayers) and of traditional/indigenous strategies. In terms of future coping strategies, while the males at MC maintained sensitization as the favourite option, 62% of the males at MN opted for traditional/indigenous strategies. The female population at both MC and MN showed a higher preference for religious strategies like prayers.
文摘This paper selects the teachers of public higher vocational college(College A)in underdeveloped areas to participate in the analysis,and conducts a questionnaire survey using the occupational risk perception questionnaire of higher vocational teachers.A total of 223 higher vocational teachers were selected to participate in the survey in order to understand the status quo of occupational risk perception of higher vocational teachers.The survey results show that the Cronbach’sαcoefficient of occupational risk perception scale for higher vocational teachers is 0.846,and the Kaiser-Meyer-Olkin(KMO)is 0.871.The education legal liability risk,workload risk,and career development risk are the highest average occupational risk perception of higher vocational teachers.In conclusion,the occupational risk perception scale of higher vocational teachers compiled in this study has good reliability and validity.The occupational risk perceived by teachers in public higher vocational colleges is relatively high.
文摘Background:Risk perception and COVID‑19 anxiety in pregnant women restrict access to health services,cause pregnant women to resort to alternative channels such as the Internet,and affect prenatal care quality(PCQ)negatively.Purpose:The purpose of this study was to examine the effect of risk perception and COVID‑19 anxiety in pregnancy on decision‑making via the Internet(DMI)and PCQ with multivariate analysis.Materials and Methods:This cross‑sectional study was conducted with 406 pregnant women selected using the convenience sampling method in a training and research hospital,in Turkey.The data were collected using the information form,the perception of pregnancy risk questionnaire,the Coronavirus Anxiety Scale,the DMI Scale,and the PCQ Scale.The data obtained were subject to descriptive analysis and the multivariate analysis of variance.Results:Approximately 24.9%of the pregnant women were found to have a high perception of risk and 18%had symptoms of COVID‑19 anxiety.Pregnant women with high COVID‑19 anxiety and a higher perception of risk perceived the Internet as less influential for decision‑making(P<0.05).Pregnant women with a high‑risk perception had lower PCQ(P<0.05).Conclusion:The findings can be used to enhance mental health and resilience in pregnant women and to formulate appropriate intervention strategies.
基金Supported by the National Natural Foundation of China(4161100)the Fund Program of Yunnan University(2013CG011)~~
文摘This paper describes the basic connotation of risk perception, the influence factors of the risk perception for agricultural drought and the mainstream assess- ment model. Additionally, it summarizes the latest developments of research meth- ods for risk perception for the agricultural drought, and the research status of the risk perception for agricultural drought, and put forward the trends of risk perception for the agricultural drought. Finally, it proposes the research areas of the risk per- ception for agricultural drought should be improved in future.
基金the financial support provided by CONACyT through the research project 156242
文摘The increasing impact of disasters at local,national,regional and global scales in recent decades has provided enough evidence to urgently direct attention towards the necessity of disaster risk reduction and management,and this requires knowledge.Knowledge without communication is barren,and to communicate the risk of disaster it is necessary to understand the perception of the people at risk.In particular,this paper deals with the necessity to delineate strategies of risk communication in pursuance of risk knowledge as a core of disaster risk reduction and management,especially in mountain areas of developing countries.To portray this issue,an analysis of landslide risk perception in terms of experience,landslide risk awareness,exposure,preparedness,and risk communication and trust was undertaken in the municipality of Teziutlán,Puebla,Mexico,an area that has been affected for several decades by episodes of mass movement.Analysis of the responses to a risk perception questionnaire has offered valuable insights in terms of the information and knowledge most required by the people living in the area of interest,in order to devise a realistic and functional strategy to communicate the risk of a landslide disaster.This includes better understanding of controlling factorsand drivers of this risk,and the establishment of potential trusted sources of risk communication.Beyond considering practical matters of risk assessment and management,risk perception and communication can increase the resilience of vulnerable people,and can enhance capacity building for present and future generations.
基金This study was supported by the National Natural Science Foundation of China(No.71373054).
文摘Discussing the impact of the crisis in Xinjiang on tourists and tourism plays an important role in Xinjiang tourism industry leveraging the country’s the Belt and Road Initiative and policy support,and constructing the“Silk Road Economic Zone Core Area”and the“Silk Road Economic Zone Tourism Center”.Based on the questionnaire survey of tourists infamous tourism scenic spots,like Urumqi,Bortala Mongolia Autonomous Prefecture,Xinjiang,Hami,Changji Hui Autonomous Prefecture,Yili Kazakh Autonomous Prefecture,and so on.This study used literature analysis,multivariate statistical analysis,and structural equation model.This paper constructed a study on the mechanism and path of the impact of tourism risk perception on the tourism motive and the satisfaction degree of tourism.The results showed that there was a significant positive correlation between tourism motivations and satisfaction,and there was also a significant positive correlation between tourism motivation and tourism satisfaction.The findings of this study provided scientific basis for quantitative decision-making for the crisis management in Xinjiang and the corresponding tourism marketing strategies.
文摘Objective:Correctly understanding and evaluating the level of public risk perception toward public health emergencies not only helps experts and decision-makers understand the public’s preventative health behaviors to these emergencies but also enhances their risk information communication with the public.The aim of this study was to develop a risk perception scale for public health emergencies and test its validity and reliability during the coronavirus disease 2019(COVID-19)pandemic.Methods:Guided by the theoretical model of risk perception,an initial scale was generated through literature review,group meetings,resident interviews,and expert consultation.A pretest and item screening were then conducted to develop a formal risk perception scale for public health emergencies.Finally,the reliability and validity of the scale were validated through a questionnaire survey of 504 Chinese adults.Results:The final scale had 9 items.The content validity index of the scale was 0.968,and the content validity index of individual items ranged from 0.83 to 1.00.Three common factors,dread risk perception,severe risk perception,and unknown risk perception,were extracted for exploratory factor analysis,and together they explained 66.26%of the variance in the score.Confirmatory factor analysis showed that the model had a satisfactory fit,whereχ^(2)/df=1.384,the goodness-of-fit index(GFI)=0.989,root mean square error of approximation(RMSEA)=0.028,root mean square residual(RMR)=0.018,comparative fit index(CFI)=0.995,normed fit index(NFI)=0.982,and non-normed fit index(NNFI)=0.990.The correlations between dimensions ranged from 0.306 to 0.483(P<0.01).Cronbach’s a was 0.793 for the total scale and ranged between 0.687 and 0.801 for the individual dimensions.The split-half coefficient was 0.861 for the total scale and ranged from 0.727 to 0.856 for induvial dimensions.The test-retest coefficient was 0.846 for the total scale and ranged from 0.843 to 0.868 for induvial dimensions.Conclusion:The developed scale for the risk perception of public health emergencies showed acceptable levels of reliability and validity,suggesting that it is suitable for evaluating residents’risk perception of public health emergencies.
文摘This exploratory study examined elderly African Americans attitudes on the COVID-19 pandemic by identifying their perceptions of risk based personal, social, and cultural factors. It seeks to understand their insights toward public health pandemic response initiatives and other efforts to mitigate COVID-19 outbreak response measures impacting elderly African Americans, including policies, interventions, and public information/communication. The effectiveness of pandemic response measures and community caregiving support for the elderly African Americans was examined as well. Respondents in this study were a convenient sample of 60 residents predominantly in a Midwestern metropolitan area. Respondents were eligible for study participation if 1) there were 60 years and over and, 2) African American or people of African descent. A mixed research method design comprising focus groups and online survey was used to collect the data for the study. The respondents characterized the impact of the coronavirus as a personal, family, and community loss (e.g., less socially engaged and burdensome). An overwhelming majority (98.3%) expressed no worries about getting health care if they or their family members needed it. A sizable number of respondents expressed the need for all to be tested to help prevent the spread of the virus.
文摘<strong>Introduction:</strong> Many overseas volunteers have worked in low and middle-income countries. However traveling abroad and staying in an unfamiliar environment with inadequate medical infrastructure exposes volunteers to a wide range of health risks. The aim of this study was to clarify the relationships among disease knowledge and symptoms, disease risk perception, and self-management skills. <strong>Methods:</strong> This was a questionnaire survey of 189 Japanese who were preparing to volunteer abroad. A factor analysis was conducted on 13 items (six general risk events and seven major diseases) of risk perception. Correlation analysis was performed between the identified risk perception factors and disease knowledge and symptoms. Risk perception scores by factors from the seven disease items were compared between the Self-management Score (SMS) group and disease knowledge and risk of symptoms group, using T-tests. St. Luke’s International University Ethics Committee (19-A092) approved this study. <strong>Results:</strong> Many participants expected to suffer from digestive diseases (69.3%) and dermatitis (55%) in the field. On the other hand, few expected high risk of malaria (26.5%) or dengue fever (36%). Factor analysis yielded robust factor loadings creating a “Dread” and an “Unknown” factor accounting for 62.2% of total variance. Strong correlation was not found between SMS and disease risk perception. A weak negative correlation was observed in dengue fever, digestive disorders, and dermatitis (r = <span style="white-space:nowrap;">−</span>0.20 to <span style="white-space:nowrap;">−</span>0.25, p < 0.001) on the “Unknown” factor. A high SMS score was associated with a lower “Unknown” factor score for malaria, diarrhea, dermatitis, and dental disorders. In addition, higher disease knowledge was significantly associated with higher “Dread” factor score for dental disorders. <strong>Conclusions: </strong>Self-management skills and disease knowledge will enable higher risk awareness of common diseases and high lethality diseases.
文摘In 2009, Norway faced the global challenge of the influenza pandemic. Risk communication is an important tool within healthy promoting work. In this study the main aim was to explore reflections of students on the risk assessment of season flu and the swine flu in 2009 according to field of study. A cross-sectional questionnaire survey based on 505 students is presented. 42.4% were health subject students, and 57.6% were non-health subject related students. The majority of the students were 20-24 years old. Most of the respondents were not concerned at being infected with the swine flu, and did underestimate the death toll of the common flu. Students were more concerned about the swine flu than the regular season flu. By logistic regression, the odds ratio for taking the swine flu vaccine was greater among students who were concerned （O.R. = 2.5）. During the swine flu pandemic, student trust towards the health authorities was low. Among the students, 74% stated they would consider advice from the health authorities, 37% from their parents and 20% from mass media. Stating risk of getting the common flu was at the medium or great risk level for far less non-health students than for health students, 38.2% versus 55.6%, P = 0.001. The perceived infection risk was likewise higher in the health student group, 52.4% versus 36.2%, P = 0.001. The respondents had little faith in general public vaccination as well as being critical concerning side effects of vaccination. The results from the study indicated that the students would rather follow advice about their personal hygiene than advice to take the swine flu-vaccine.
文摘Individual beliefs, knowledge, and perception play a vital role in understanding and coping with the consequences of earthquakes. These perceptions then mold the broader perceptions of risk and danger held by communities, which ultimately create public policy. This survey study was designed and conducted to assess the perceptions of seismic hazard and risk of earthquake survivors and residents in Al-Marj, Libya—a city razed in a 1963 tremor. In 2019, 364 earthquake survivors and residents were surveyed for their knowledge and perception of earthquakes. Surveys were conducted in Arabic and included demographic and narrative questions in addition to Likert-scaled responses. A number of predictable, surprising, and valuable correlations were found. It was found that during earthquakes most respondents prayed to Allah, or did nothing, in comparison to escape, seeking shelter, or running for help. The majority believed their neighborhoods were unsafe while questions illiciting some aspect of quake recurrence caused a complete refusal to answer;they commented “I do not know” or “only God knows”. Most respondents did not consider preparation to be important, but younger respondents were relatively more prepared. Surprisingly, highly educated respondents were less prepared, however, they also attributed earthquakes to tectonic slipping and not divine retaliation or retribution. However, less-educated respondents stated “I do not know”, “Allah punishes”, or “Allah tests the believers”. Most participants considered themselves well-informed about earthquakes from popular media sources (internet, TV, magazines). These findings were vital in gaining an insight into hazard perception and high-risk behavior in a seismically active region like Libya. When natural hazard recurrence (<em>i.e.</em> earthquakes) are better understood, then the potential consequences of injury, damages, and deaths may be assessed, and an overall plan to produce sustainable disaster management strategies and decrease risk can be created and implemented.
文摘Following the catastrophic earthquake of October 2005 in Kashmir, Pakistan, 215 surveys were administered to earthquake survivors in villages within 50 miles (80</span><span style="font-family:""> </span><span style="font-family:Verdana;">km) of the epicenter near the town of Muzaffarabad. The survey questionnaires were designed to address perceptions of seismic knowledge, event-related behavior, and opinions of local, regional, and national seismic preparedness and mitigation</span><span style="font-family:Verdana;">-</span><span style="font-family:Verdana;">representing a rare opportunity in seismic risk assessment. Some of the findings were similar to previous research results, while some were counter-intuitive, surprising, and valuable. Overwhelmingly, respondents stated that they ran away after the quake (vs. praying, taking cover, screaming, or doing nothing). Their trust in local and national governments regarding future earthquake preparedness and mitigation was high (~50%), contrary to most prior studies</span><span style="font-family:Verdana;">.</span><span style="font-family:Verdana;"> Less than five percent of respondents believed that </span><span style="font-family:Verdana;">“</span><span style="font-family:Verdana;">no quake would occur again</span><span style="font-family:Verdana;">”</span><span style="font-family:Verdana;">, while nearly 75% responded that another quake would occur within 5</span><span style="font-family:""> </span><span style="font-family:Verdana;">-</span><span style="font-family:""> </span><span style="font-family:Verdana;">10 years</span><span style="font-family:Verdana;">,</span><span style="font-family:Verdana;"> another opinion contrary to previous research. This research revealed new aspects of risk perception in the predominant Muslim communities of Northern Pakistan regarding recurrence, post-event action, and regional preparedness.
基金the Ethics Committee of the Sichuan Institute of Industrial Technology(Decision No:GYKJ2020/058).the Sichuan Research Center for Mental Health Education Program(XLJKJY2004B)+2 种基金the Sichuan Research Center for Applied Psychology Program(CSXL-202A01)the Primary Health Development Research Center of Sichuan Province Program(SWFZ20-Q-041)the College Students’Innovation and Entrepreneurship Training Program of Sichuan Province(S202013816298).
文摘Objective:This study aimed to explore the mediating role of self-efficacy on the relationship between risk perception and the coping behavior of the elderly during the coronavirus disease 2019(COVID-19)pandemic.Methods:The study employed the convenience sampling method to select a total of 550 elderly from Chongqing,Chengdu and Luohe in China.A questionnaire composed of the perception scale,self-efficacy scale,and coping behavior scale was used to collect data.Results:Risk perception exerted a significantly direct effect on positive coping behavior and avoidant coping behavior.Moreover,it positively predicted the components of self-efficacy.In turn,self-efficacy positively predicted the components of positive coping behavior,which confirm that it plays a partial mediating role in the relationship between risk perception and positive coping behavior.Moreover,self-efficacy negatively predicted the components of avoidant coping behavior,which confirms that it also plays a partial mediating role in the relationship between risk perception and avoidant coping behavior.Conclusion:A simple mediation model revealed that self-efficacy partially mediated the direct and indirect effects of risk perception on coping behavior.Based on the results,the study recommended several countermeasures and suggestions for enhancing the positive coping behavior of the elderly during the COVID-19 pandemic.
文摘This paper aims to calculate Argentinean consumers＇ willingness to pay （WTP） for organic fresh chicken in the domestic market, by applying the Contingent Valuation approach and with a view to providing some useful insights for promoting organic chicken production and consumption in Argentina. A binomial logit model was estimated using data from a consumer survey conducted in Buenos Aires City, Argentina. Willingness to pay is explained by the consumption of organic products, health risk perceptions, concerns about production processes and also regulation issues, and label reading. The WTP calculation reveals a mean value of 21.4%/kg and a median value of 19%/kg. These results indicate that organic chicken is positively valued by consumers. In fact, it provides the nutritional and product origin information that buyers require and they consider it a safer option than conventional chicken.
基金supported by the National Natural Science Foundation of China under Grant 52172386the National Natural Science Foundation of China under Grant U22A20247+1 种基金the Jilin Province Science and Technology Development Plan Projects under Grant 20210101057JCthe Jilin Provincial Department of Science and Technology under Grant 20220301009GX.
文摘Intelligent vehicle(Ⅳ)technology has developed rapidly in recent years.However,achieving fully unmanned driving still presents numerous challenges,which means that human drivers will continue to play a vital role in vehicle operation for the foreseeable future.Human-machine shared driving,involving cooperation between a human driver and an automated driving system(AVS),has been widely regarded as a necessary stage for the development of IVs.Focusing onⅣdriving safety,this study proposed a human-machine shared lateral control strategy(HSLCS)based on the reliability of driver risk perception.The HSLCS starts by identifying the effective areas of driver risk perception based on eye movements.It establishes an anisotropic driving risk field,which serves as the foundation for the AVS to assess risk levels.Building upon the cumulative and diminishing effects of risk perception,the proposed approach leverages the driver's risk perception effective area and converts the risk field into a representation aligned with the driver's perspective.Subsequently,it quantifies the reliability of the driver's risk perception by using area-matching rules.Finally,based on the driver’s risk perception reliability and dif-ferences in lateral driving operation between the human driver and the AVS,the dynamic distribution of driving authority is achieved through a fuzzy rule-based system,and the human-machine shared lateral control is completed by using model predictive control.The HSLCS was tested across various scenarios on a driver-in-the-loop test platform.The results show that the HSLCS can realize the synergy and complementarity of human and machine intelligence,effectively ensuring the safety ofⅣoperation.
文摘Aims:This study aimed to determine if people with cancer(PWC)exhibit a unique COVID-19 risk perception profile and identify psychosocial factors characterizing PWC who do not conform to the majority risk perception profile.Procedure:A cross-sectional online self-questionnaire study was conducted in France from April 25 to May 07,2020,with a sample(n=748)comprising PWC,individuals not currently receiving cancer treatment,and those without a history of cancer.Latent profiles of COVID-19 risk perception(PCRP)were established.Methods:A multivariate multinomial logistic regression was performed to assess the association between cancer status and PCRP membership.Characteristics of PWC across different profiles were compared.Results:Four profiles emerged,ranging from Low-Risk to High-Risk Perceivers.PWC were more likely to belong to the High-Risk Perceivers profile(aOR:3.02;p<0.001).PWC not conforming to this profile had a higher perceived socioeconomic level(PSL)(p<0.05).The majority of PWC demonstrated a specific COVID-19 risk perception profile,mainly influenced by medical knowledge linking cancer to increased COVID-19 severity.PSL was a key determinant in shaping risk perception among PWC.Conclusion:Interventions targeting COVID-19 risk perception modification should consider these factors,with particular emphasis on addressing concerns related to SARS-CoV-2 infection.
基金supported by National Natural Science Foundation of China(No.12271088)(ML)Natural Science Foundation of Shanghai(No.21ZR1401000)(ML)a discovery grant of Natural Sciences and Engineering Research Council Canada(JM),and two NSERC EIDM grants(OMNI and MfPH)(JM).
文摘The perceived infection risk changes individual behaviors,which further affects the disease dynamics.This perception is influenced by social communication,including surveying their social network neighbors about the fraction of infected neighbors and averaging their neighbors’perception of the risk.We model the interaction of disease dynamics and risk perception on a two-layer random network that combines a social network layer with a contact network layer.We found that if information spreads much faster than disease,then all individuals converge on the true prevalence of the disease.On the other hand,if the two dynamics have comparable speeds,the risk perception still converges to a value uniformly on the network.However,the perception lags behind the true prevalence and has a lower peak value.We also study the behavior change caused by the perception of infection risk.This behavior change may affect the disease dynamics by reducing the transmission rate along the edges of the contact network or by breaking edges and isolating the infectious individuals.The effects on the basic reproduction number,the peak size,and the final size are studied.We found that these two effects give the same basic reproduction number.We find edge-breaking has a larger effect on reducing the final size,while reducing the transmission rate has a larger effect on reducing the peak size,which is true for both scale-free and Poisson networks.
