Analysis of wedding appeals on cigarette packs in China.

INTRODUCTION: Exchanging or gifting cigarettes is a common practice in Chinese culture, often occurring during weddings to connote celebrations and happiness. We examined Chinese cigarette packs for wedding terminology and imagery to assess the extent to which packs are marketed for such occasions. METHODS: Cigarette packs were collected from Beijing, Guangzhou, Shanghai, Kunming and Chengdu in February 2017 using a systematic protocol designed to capture unique packs. Packs were coded by two independent coders for text and imagery of traditional Chinese wedding symbols, such as double happiness, dragon and phoenix, and other culturally specific phrases and images associated with weddings in China. RESULTS: From the sample of 738 unique cigarette packs, 68 (9.2%) contained either lexical and/or imagery appeals for wedding gifting. Of these 68 packs, 65 contained both lexical and imagery appeals, 1 pack had only a lexical appeal and 2 packs only included an imagery appeal. The most common appeal was 'double happiness' found on 56 packs (82.4%) for both lexical and imagery, followed by 'dragon and phoenix' found lexically on 12 packs (17.6%), and through imagery on 15 packs (22.1%). CONCLUSIONS: Chinese tobacco manufacturers take full advantage of the cigarette gifting and sharing culture demonstrated by packs with imagery and terminology specific to weddings. With only a 35% text health warning label, manufacturers have much real estate to make packs attractive for gifting on such occasions. Implementing plain packaging policies may be effective in decreasing gifting attractiveness for cigarette packs.

Real-world unassisted quit success and related contextual factors: a population-based study of Chinese male smokers.

OBJECTIVES: To examine the association of exposure to secondhand smoke (SHS) and tobacco advertising with unassisted smoking cessation among Chinese male smokers. METHODS: A questionnaire was administered to 6500 male adult smokers from six cities in China selected in a cross-sectional multistage sampling design. The survey collected self-reported demographic characteristics, smoking and cessation status, SHS exposure and tobacco advertising exposure, with 5782 valid questionnaires included in this study. Multiple logistic regression analysis was used to assess the association of unassisted smoking cessation with exposure to SHS and tobacco advertising. RESULTS: 42.1% of smokers who made unassisted quit attempts achieved abstinence (95% CI 32.5% to 51.7%). SHS (adjusted OR (aOR) 0.36; 95% CI 0.18 to 0.71; p=0.033) and tobacco advertising exposure (aOR 0.63; 95% CI 0.37 to 0.95; p=0.039) were negatively associated with unassisted smoking cessation. CONCLUSION: The vast majority of Chinese male smokers rely on unassisted methods to quit smoking. Success prevalence is high, which is very beneficial to health. This study suggests that exposure to secondhand smoking and tobacco advertising hinders the success of unassisted cessation. These findings speak to the need for environmental tobacco control measures to promote unassisted smoking cessation among Chinese adult male smokers.

Male smoking reduction behaviour in response to China's 2015 cigarette tax increase.

OBJECTIVE: This study aims to evaluate Chinese male smokers' responses to China's 2015 6% ad valorem and RMB0.1 specific excise tax increase per cigarettes pack. METHODS: A male population-based cross-sectional survey with multistaged stratified sampling was employed to collect data in six cities in China. Descriptive methods and logistic models were used to assess responses and associated factors following the cigarette tax increase among male Chinese smokers. RESULTS: Among a potential sample of 6500 Chinese males, 6010 individuals were contacted and 5782 participants completed the questionnaires. Of the 2852 current smokers, 60.7% (95% CI: 58.9 to 62.5) did not think cigarettes were expensive, 77.9% (95% CI: 76.4 to 79.5) reported no reduction in smoking in response to the 2015 tax increase and 21.3% (95% CI: 19.8 to 22.8) were not aware of the cigarette tax increase. Smokers who were occasional smokers, intended to quit and thought cigarettes expensive were more likely to report reducing cigarette smoking following the tax increase, while those who had higher household income per capita, smoked more cigarettes, and purchased more expensive cigarettes were less likely to report reducing cigarette consumption. CONCLUSIONS: About one in five male Chinese smokers reported reduction in smoking following China's 2015 cigarette tax increase. This is a relatively large impact given the very modest tax increase. Even with the 2015 increase, the excise tax represents only 36.3% of the cigarette price in China. Tax increases are needed to achieve the WHO's recommended level of 70%.

Are overweight people more susceptible to anxiety?

OBJECTIVES: This study aimed to investigate anxiety status and its relationship with body mass index (BMI) among empty nesters in China, so as to improve their quality of life and provide direction for further research. METHODS: A cross-sectional survey was conducted among 4901 empty nesters in Shanxi, China. Anxiety, weight, height, depression, socio-demographic variables, attention to daily nutritional health, social activities, and self-care ability were evaluated in the study. T-tests and chi-square tests were used to compare differences in categorical and continuous variables. Binary logistic regression was performed to explore the association between anxiety and BMI among male and female empty nesters. RESULTS: The results showed that 44.5% of empty nesters reported anxiety, of which, 43.2% were male participants and 45.9% were female participants. After adjusting for other variables, overweight empty nesters odds ratio (OR; 95% confidence interval [CI]) = 0.813 (0.692-0.954) were less likely to be anxious, compared with their normal-weight counterparts. Gender was a significant factor in the relationship, with the negative association between overweight and anxiety only found in female empty nesters OR (95%CI) = 0.718 (0.572-0.901). Income, education, complete self-care ability, and depression showed significant associations with anxiety. CONCLUSION: The prevalence of anxiety was high in the study population. Gender is a significant factor in the relationship between anxiety and BMI among empty nesters. The results intend to inform the government and media that overweight is a protective factor for anxiety among female empty nesters, necessitating a move toward eliminating weight bias.

Detection of pulmonary ground-glass opacity based on deep learning computer artificial intelligence.

BACKGROUND: A deep learning computer artificial intelligence system is helpful for early identification of ground glass opacities (GGOs). METHODS: Images from the Lung Image Database Consortium and Image Database Resource Initiative (LIDC-IDRI) database were used in AlexNet and GoogLeNet to detect pulmonary nodules, and 221 GGO images provided by Xinhua Hospital were used in ResNet50 for detecting GGOs. We used computed tomography image radial reorganization to create the input image of the three-dimensional features, and used the extracted features for deep learning, network training, testing, and analysis. RESULTS: In the final evaluation results, we found that the accuracy of identification of lung nodule could reach 88.0%, with an F-score of 0.891. In terms of performance and accuracy, our method was better than the existing solutions. The GGO nodule classification achieved the best F-score of 0.87805. We propose a preprocessing method of red, green, and blue (RGB) superposition in the region of interest to effectively increase the differentiation between nodules and normal tissues, and that is the innovation of our research. CONCLUSIONS: The method of deep learning proposed in this study is more sensitive than other systems in recent years, and the average false positive is lower than that of others.

Individual and regional association between socioeconomic status and uncertainty stress, and life stress: a representative nationwide study of China.

BACKGROUND: Many studies have examined the association between socioeconomic status (SES) and mental stress. Uncertainty stress is a prominent aspect of mental stress. Yet no research has ever empirically analyzed the impact of SES on uncertainty stress. METHODS: Students were identified through a multistage survey sampling process including 50 universities. Each student participant completed the Global Health Professions Student Survey (GHPSS) on Tobacco Control in China. Regional variables were retrieved from the National Bureau of Statistics database. Both unadjusted and adjusted methods were considered in the analyses. RESULTS: Among the 11,942 participants, severe uncertainty stress prevalence was 19.6%, while severe life stress prevalence was 8.6%. Multilevel logistic regression showed that most SES variables were associated with uncertainty stress. Students with "operation and commercial work" as mother's occupation and "rural or township" as family location exhibited a higher prevalence of severe uncertainty stress. Lower family income and original region gross domestic products (GDP) were also associated with higher severe uncertainty stress prevalence. However, only father's occupation was correlated with life stress. CONCLUSIONS: Based on the literature review, this is the first empirical study examining the impact of SES on uncertainty stress in China and elsewhere in the world. Our research underscores the importance of decreasing socioeconomic inequalities in controlling excessive uncertainty stress.

Contextual influences affecting patterns of overweight and obesity among university students: a 50 universities population-based study in China.

BACKGROUND: Many studies have examined childhood and adolescent obesity, but few have examined young adults and the effect of their home and current living environments on prevalence rates. The present study explores contextual factors affecting overweight and obesity among university students in China and, in particular, focuses on how the SES-obesity relationship varies across different geographical contexts. METHODS: Participants were 11,673 students, who were identified through a multistage survey sampling process conducted in 50 universities. Individual data was obtained through a self-administered questionnaire, and contextual variables were retrieved from a national database. Multilevel logistic regression models were used to examine urban and regional variations in overweight and obesity. RESULTS: Overall the prevalence of overweight and obesity in the study sample was 9.5% (95% CI 7.7, 11.3%). After controlling for individual factors, both attributes of the home location (regional GDP per capita and rurality) and the current university location (city population) were found to be important, thus suggesting that the different origins of students affect current levels of obesity. At the individual level, while students with more financial resources were more likely to be obese, the extent of this relationship was highly dependent upon area income and city size. CONCLUSION: The results of this study add important insights about the role of contextual factors affecting overweight and obesity among young adults and indicate a need to take into account both past as well as present environmental influences when considering the role of contextual factors in models of the nutrition transition.

Regional contextual determinants of internet addiction among college students: a representative nationwide study of China.

Background: Many studies have reported factors associated with internet addiction (IA) but little attention has been paid to contextual influences. The present study examined the association between regional contextual determinants of IA among college students in China. Methods: Participants comprised 6929 college students, who were identified through a multistage survey sampling process conducted in 28 university/colleges in China. Individual data was obtained through a self-administered questionnaire, and regional variables were retrieved from a national database. Multilevel logistic regression models were used to examine individual and regional influences on IA. Results: The overall IA prevalence was 13.6%. The final multiple level logistic models showed that higher frequent air pollution and PM2.5 level had 4.34 and 1.56 times the likelihood of suffering from IA, respectively; but higher regional per capita area of paved roads had lower likelihood of IA, ORs were from 0.66 to 0.39. Conclusions: The results of this study add important insights about the role of contextual regional factors, especially air pollution, affecting IA among college students in China, and demonstrates the need to account for environmental influences in addressing IA.

Who smokes in smoke-free public places in China? Findings from a 21 city survey.

Efforts toward controlling secondhand smoke in public places have been made throughout China. However, in contrast to the western world, significant challenges remain for effectively implementing smoke-free regulations. This study explores individual and regional factors which influence smoking in smoke-free public places. Participants included 16 866 urban residents, who were identified through multi-stage sampling conducted in 21 Chinese cities. The reported smoking prevalence in smoke-free public places was 41.2%. Of those who smoked in smoke-free public places, 45.9% had been advised to stop smoking. Participants stated that no-smoking warnings/signs with 'please' in the statement had a better likelihood of gaining compliance and preventing smoking in public spaces. Multilevel logistic regression analysis showed that ethnicity, education, occupation, type of smoking, age of smoking initiation, smoking situation, stress, household smoking restrictions and city population were all associated with smoking in smoke-free public places. Interestingly local smoke-free regulations were not associated with smoking in public places. The findings underscore that efforts to restrict smoking in public places in China should emphasize strong enforcement, while simultaneously raising public awareness of the perils of second hand smoke.

Socioeconomic inequalities and mental stress in individual and regional level: a twenty one cities study in China.

OBJECTIVES: This study will examine explanatory variables including socioeconomic inequalities related to mental stress at both the individual and regional level. METHODOLOGY: A cross-sectional multistage sampling process was used to obtain participants. Data on mental stress and individual socioeconomic status were gathered via face to face interview. Regional variables were retrieved from a national database. Multilevel logistic regression analysis was used to assess socioeconomic variances in mental stress. RESULTS: Among the 16,866 participants, 27.2% reported severe levels of mental stress (95% CI: 19.4%-35.1%). Multilevel regression analysis indicated that lower individual educational attainment and income, and lower regional Per Capita GDP was associated with mental stress. The results also indicated that managers, clerks, and professional workers manifested higher stress levels than those in other occupations. CONCLUSIONS: Based on the results of this study individual and regional socioeconomic inequalities in China are associated with mental stress.

Individual and city-level determinants of secondhand smoke exposure in China.

BACKGROUND: Second hand smoke (SHS) exposure is a severe public health problem, especially in low and middle countries, but no studies have examined both individual and city-level variables influencing exposure. METHODS: A cross-sectional multistage sampling design was used to survey subjects from 21 cities in China. Using a standardized questionnaire individual level information was collected. City-level variables were retrieved from the National Bureau of Statistics database. Multilevel logistic regression analysis was used to assess SHS exposure variation at both the individual and city level. RESULTS: SHS exposure prevalence among non-smokers was 28.1% (95% CI 27.1-29.0). At the individual level lower educational attainment and income and higher exposure to tobacco advertising were associated with higher SHS exposure. On the other hand richer cities, and those with more anti-smoking media news coverage, had less SHS exposure. The presence of city smokefree regulations was unrelated to exposure. CONCLUSIONS: Given its human and economic costs, reducing SHS exposure should receive greater priority than it does in China. The results point to the need for the enactment of national smokefree laws in order to combat unacceptably high levels of SHS exposure.

Uncertainty stress and self-rated health during the early stage of the COVID-19 outbreak.

Objectives: The COVID-19 crisis caused unparalleled uncertainty stress and health-related symptoms among Chinese residents. This study aimed to characterize stress status during the early stage of the pandemic and explore the inner mechanism between uncertainty stress and self-rated health. Setting/participants: A cross-sectional design was conducted online from February 7 to 14, 2020. A total of 2534 Chinese participants were surveyed. Main outcome measures: Uncertainty stress, negative affect, sleep quality, and health status were measured by self-report. A sequential mediation model using bootstrapping method was applied to test these relationships. Results: Age, place of residence, marital status, occupation, household annual income, infection, and quarantine status significantly correlated with uncertainty stress. Higher uncertainty stress was negatively related with self-rated health (r = -0.256, p < 0.01) and positively associated with higher negative emotions (r = 0.646, p < 0.01). The sequential mediation model found total indirect effect (ß = -0.014, 95%C.I. = -0.017-0.010) and direct effect (ß = -0.010, 95%C.I. = -0.015-0.005) were significant in the relationship between uncertainty stress and self-rated health with mediating by negative affect and subjective sleep quality. Conclusions: Findings provided evidence-based information for stakeholders designing and implementing intervention strategies by providing psychological consultation services and public education to manage uncertainty stress and minimize the damage of negative affect and poor sleep.

Regional Internet Access and Mental Stress Among University Students: A Representative Nationwide Study of China.

Background: The Internet changed the lives of average citizens in the early part of the twenty-first century, and it has now become an essential part of daily life. Many studies reported that accessibility of Internet use is associated with mental health. However, previous studies examining this association were confined to local and community subpopulations and limited at the individual level, which increases the potential bias from the selection effect at a different level. Regional variables would be a stable estimate of people's socioeconomic and cultural environments and how these variables affect mental health needed to be studied. The objective of this study was to evaluate the association between regional Internet access, and mental stress among university students. Methods: Participants were 11,954 students, who were identified through a multistage survey sampling process conducted in 50 Chinese universities. Regional Internet access was retrieved from a national database, and mental stress was measured using the Perceived Stress Scale (Chinese Version) (CPSS). Both unadjusted and adjusted methods were considered in the analyses. Results: More than one-third 36.9% (95% CI: 24.4-49.5%) of university students in this study suffered from severe mental stress (SMR). The multilevel logistic regression model found that university students studied in low-level universities had 2.52 (95% C.I. 1.17 to 6.37) times the prevalence of SMR than those in high-level universities. Compared with small cities, students in a large city had a lower prevalence of SMR (OR 0.25; 95%C.I. 0.06 to 0.77). Most importantly, regional Internet access was negatively associated with students' SMR (OR 0.25; 95%C.I. 0.08 to 0.76). Conclusions: This study indicated that regional Internet access and other environmental factors including city size and type of universities contribute to students' mental health. The findings underscore that efforts to control excessive mental stress among students in China should pay greater attention to environmental determinants of stress and particularly to improve internet access.

Comparison study of echocardiography and dual-source CT in diagnosis of coronary artery aneurysm due to Kawasaki disease: coronary artery disease.

The identification of coronary artery aneurysm (CAA) in the acute and chronic phase of the disease is of prime importance for assessing the likelihood of acute lesions and cardiovascular sequelae. Occasionally, recognition of distal coronary artery has been proven challenging by traditional echocardiography. Our purpose was to evaluate the clinical application of two-dimensional echocardiography (2DE) for detecting CAA caused by Kawasaki disease (KD) and compare with dual-source computed tomography (DSCT). A total of 24 patients with known KD and CAAs were studied by two imaging modalities, i.e., 2DE and DSCT; that is to say, the number, position, shape, and size of each CAA and its association with thrombus, were detected first from echocardiography and then compared with those obtained from DSCT performed on the same day. Meanwhile the diameters of all coronary segments were measured for each patient. Giant aneurysms (GAs) were detected in 5 patients, small and medium coronary aneurysms were identified in 19 patients. The 2DE and DSCT have the same results of proximal coronary artery, whereas conclusion of our comparison of coronary artery visualization indicated that DSCT provided more explicit distal coronary artery than 2DE. A mural thrombus could be clearly delineated in the GAs by DSCT. The 2DE has been demonstrated to be an accurate technique to quantify CAAs in KD. However, DSCT is superior to 2DE for distal coronary artery visualization. Therefore, a combination of echocardiography and DSCT can offer an overview of coronary artery anatomy.

Quantifying magnetic resonance imaging features to classify placenta accreta spectrum (PAS) in high-risk gravid patients.

OBJECTIVE: This study aimed to quantify the magnetic resonance imaging (MRI) features of placenta accreta spectrum (PAS) and to use MRI-based scores to classify them in high-risk gravid patients. MATERIALS AND METHODS: The clinical data and MRI features of 65 high-risk gravid patients diagnosed with PAS were retrospectively reviewed. The MRI features of PAS were analysed and compared using the chi-squared test, and the odds ratios (ORs) for significant risk factors for classification of PAS were identified via a multivariate logistic regression model. A receiver-operating characteristic (ROC) curve was used to calculate cut-off values and their corresponding sensitivity, specificity, and accuracy in classifying PAS. RESULTS: We identified 3 significant risk features for classification of PAS, including placental heterogeneity (OR = 13.604), abnormal vascularization at the placental-maternal interface (OR = 9.528), and focal myometrial interruption (OR = 118.779). The significant risk features for classification of PAS were scored according to their OR values, as 3 points (OR ≥ 20), 2 points (10 ≤ OR < 20), or 1 point (OR < 10). Based on the scores of the 3 risk features, a cut-off score of 4.5 points achieved optimal sensitivity (94.3%), specificity (90%), and accuracy (92.3%) for classifying PAS in high-risk gravid patients. CONCLUSION: Quantifying these MRI features including placental heterogeneity, abnormal vascularization at the placental-maternal interface, and focal myometrial interruption can make a classification of PAS in high-risk gravid patients.

Uncertainty stress, social capital, and suicidal ideation among Chinese medical students: Findings from a 22-university survey.

Respective associations between uncertainty stress and three dimensions of social capital with suicidal ideation were assessed among 4446 undergraduates from 22 Chinese universities in a cross-sectional study. Multiple logistic regression model and structural equation modeling were used to examine these relationships. Uncertainty stress was more strongly and uniquely associated with suicidal ideation than with life stress. Social capital, especially social networks, shared a dual role as a correlate of suicidal ideation and means to reduce the impact of uncertainty stress. School-based gender- and age-specific suicidal ideation interventions should emphasize social capital enhancement and uncertainty stress coping.

Association of Excessive WeChat Use with Mental Disorders: A Representative Nationwide Study in China.

OBJECTIVES: We examined associations between excessive WeChat use and mental disorders at the individual and contextual level. METHODS: We conducted a representative nationwide survey sampling process of 11,283 medical students from 30 universities in China. Mental health status was measured by the Chinese Health Questionnaire. Both unadjusted and adjusted methods were considered in the analyses. RESULTS: High frequency and long-time use prevalence was 19.1% and 31.2% respectively among WeChat users. The multilevel logistic regression model found that individual-level high frequency (OR = 1.26) and long-time use (OR = 1.24) were significantly associated with mental health disorders. University-level excessive WeChat use also was associated with the mental disorders (OR = 1.33 [high frequency use]; OR = 1.17 [long-time use]). Structural equation analysis showed that individual- and university-level high frequency and individual-level and university-level long-time WeChat use have a direct influence on poor mental health. The above variables, except individual-level long-time use, have an indirect influence on poor mental health through mental stress. CONCLUSIONS: This study provides new evidence that excessive WeChat use is associated with mental disorders. These findings underscore the importance of alerting people to the possible health risks of excessive social media use.

Predicting the histological invasiveness of pulmonary adenocarcinoma manifesting as persistent pure ground-glass nodules by ultra-high-resolution CT target scanning in the lateral or oblique body position.

BACKGROUND: Ultra-high-resolution computed tomography (U-HRCT) has improved image quality for displaying the detailed characteristics of disease states and lung anatomy. The purpose of this study was to retrospectively examine whether U-HRCT target scanning in the lateral or oblique body position (protocol G scan) could predict histological invasiveness of pulmonary adenocarcinoma manifesting as pure ground-glass nodules (pGGNs). METHODS: From January 2015 to December 2016, 260 patients with 306 pathologically confirmed pGGNs who underwent preoperative protocol G scans were retrospectively reviewed and analyzed. The U-HRCT findings of preinvasive lesions [atypical adenomatous hyperplasias (AAH) and adenocarcinomas in situ (AIS)] and invasive pulmonary adenocarcinomas [minimally invasive adenocarcinomas (MIA) and invasive adenocarcinomas (IAC)] were manually compared and analyzed using orthogonal multiplanar reformation (MPR) images. The logistic regression model was established to determine variables that could predict the invasiveness of pGGNs. Receiver operating characteristic (ROC) curve analysis was performed to evaluate their diagnostic performance. RESULTS: There were 213 preinvasive lesions (59 AAHs and 154 AISs) and 93 invasive pulmonary adenocarcinomas (53 MIAs and 40 IACs). Compared with the preinvasive lesions, invasive adenocarcinomas exhibited a larger diameter (13.5 vs. 9.3 mm, P=0.000), higher mean attenuation (-571 vs. -613 HU, P=0.002), higher representative attenuation (-475 vs. -547 HU, P=0.000), lower relative attenuation (-339 vs. -292 HU, P=0.000) and greater frequencies of heterogeneity (P=0.001), air bronchogram (P=0.000), bubble lucency (P=0.000), and pleural indentation (P=0.000). Multiple logistic analysis revealed that larger diameter [odds ratio (OR), 1.328; 95% CI: 1.208-1.461; P=0.000] and higher representative attenuation (OR, 1.005; 95% CI: 1.003-1.007; P=0.000) were significant predictive factors of invasive pulmonary adenocarcinomas from preinvasive lesions. The optimal cut-off value of the maximum diameter for invasive pulmonary adenocarcinomas was larger than 10 mm (sensitivity, 66.7%; specificity, 72.8%). CONCLUSIONS: The imaging features based on protocol G scanning can effectively help predict the histological invasiveness of pGGNs. The maximum diameter and representative attenuation are important parameters for predicting invasiveness.

The Impacts of Uncertainty Stress on Mental Disorders of Chinese College Students: Evidence From a Nationwide Study.

Objectives: This study aimed to examine the relationships between the types of stress and students' mental health, to distinguish the effects of stressors on mental health problems, and to explore the important role of uncertainty stress on the development of mental disorders in a nationally representative sample of Chinese college students. Methods: A cross-sectional multistage study was conducted. Participants were 11,954 students, who were recruited from 50 Chinese universities located in 43 cities covering 23 provinces, autonomous regions, and municipalities across China. The Student Daily Stress Questionnaire (SDSQ) was applied to measure the different types of stress, and mental health status was measured using the 12-item Chinese Health Questionnaire (CHQ). Both unadjusted and adjusted logistic regression models were utilized in the statistical analyses. Multilevel analyses were performed to examine the variation of mental disorder at both the individual and university levels. Results: The prevalence of mental disorders was 22.8% (95% CI: 22.0-23.5%). The unadjusted models showed that age, gender, grade, major, and university location and type were the correlates of mental disorders among students. The unadjusted models developed in this research found that study stress, life stress, and uncertainty stress were positively associated with mental disorder. The multilevel logistic regression models showed that uncertainty stress was far more likely to result in students' mental disorders than study or life stress after controlling for university level. The greater the perceived uncertainty stress, the higher the prevalence of mental disorders. Conclusion: This study provides robust evidence of the impact of uncertainty stress on mental disorders among college students. Compared with life and study stress, more attention should be given to uncertainty stress. The information from this study should be helpful when considering effective mental health policies and interventions among college students in China.

Behavioral and psychosocial correlates of road traffic injuries: evidence from a nationwide study on Chinese undergraduates.

Objective: The purpose of this study was to investigate the prevalence and behavioral and psychosocial correlates of road traffic injuries (RTIs) among Chinese university students.Methods: A cross-sectional survey was conducted among fifty universities in China, using a multi-stage sampling methodology. The participants were asked to report their RTIs in the past year. The chi-square test and binary logistic regression analysis were utilized to identify factors associated with RTIs, including specific types of RTIs.Results: Among the 11,770 participants, a total of 1,482 university students reported at least one RTI yielding an overall weighted injury prevalence of 12.96% over the past year. Estimated weighted prevalence by type was 6.10%, 5.94%, 5.12%, and 5.35% for automobile (car, truck, or bus), bicycle, motorcycle, and pedestrian injuries, respectively. Logistic regression analysis found that students who studied at low-level universities, smoked cigarettes, drank alcohol, slept less than 7 hours, went to bed after 12:00 am, or students with psychological distress were more likely to experience overall and four types of RTIs. Students who studied in the eastern universities had a higher likelihood of automobile injury, motorcycle injury and pedestrian injury than those who studied in western universities.Conclusions: Several critical factors associated with RTIs were identified. These findings have implications for the design and implementation of RTI prevention and interventions programs targeted at university students.