Using machine learning to unveil relevant predictors of adherence to recommended health-protective behaviors during the COVID-19 pandemic in Denmark.

What were relevant predictors of individuals' proclivity to adhere to recommended health-protective behaviors during the COVID-19 pandemic in Denmark? Applying machine learning (namely, lasso regression) to a repeated cross-sectional survey spanning 10 months comprising 25 variables (Study 1; N = 15,062), we found empathy toward those most vulnerable to COVID-19, knowledge about how to protect oneself from getting infected, and perceived moral costs of nonadherence to be strong predictors of individuals' self-reported adherence to recommended health-protective behaviors. We further explored the relations between these three factors and individuals' self-reported proclivity for adherence to recommended health-protective behaviors as they unfold between and within individuals over time in a second study, a Danish panel study comprising eight measurement occasions spanning eight months (N = 441). Results of this study suggest that the relations largely occurred at the trait-like interindividual level, as opposed to at the state-like intraindividual level. Together, the findings provide insights into what were relevant predictors for individuals' overall level of adherence to recommended health-protective behaviors (in Denmark) as well as how these predictors might (not) be leveraged to promote public adherence in future epidemics or pandemics.

The Role of Self-Esteem and Self-Efficacy in Responsible Gambling.

Responsible gambling (RG) refers to a set of protective strategies aiming at containing the negative consequences associated with gambling. To improve the effectiveness of RG, it is essential to understand factors influencing gamblers' adherence to RG. Past literatures on addictive behaviors have demonstrated that one's self-efficacy and self-esteem are associated with the adherence to protective behaviors of the specific addictive behaviors. The present study aims to test whether gamblers' self-esteem and RG self-efficacy can be applied to explain their adherence to protective gambling behaviors. Two hundred and thirty-six past-year gamblers were randomly selected to take part in a phone survey. Path analysis showed that both gamblers' RG self-efficacy and self-esteem were positively associated with gamblers' RG behaviors, while RG behaviors were negatively linked to the problem gambling tendency. The findings provided insight into potential promotion and intervention strategies based on self-esteem and self-efficacy and those strategies may be adopted in the primary prevention of gambling disorder.

Subjective perceived risk factors of exertional heat exhaustion-related symptoms in female collegiate athletes in Japan.

Associations of exertional heat exhaustion (EHE)-related symptoms with lifestyle habits and health factors specific to female athletes, ranked by relative risks from high to low, remain elusive. Addressing this issue would benefit athletes and coaches, ensuring safer practices during summer sports activities. To address this issue, we distributed paper-based questionnaires to seven universities in Japan, and 983 respondents completed our survey. The questionnaires covered various personal characteristics, lifestyle habits, perceived health factors, perceived athletic activity, and EHE-related symptoms. In this retrospective case-control study, we analyzed the relationships of EHE-related symptoms (objective variables) with lifestyle habits, health factors, and athletic activity conditions (explanatory variables) using the partial proportional odds model. The questionnaire responses revealed that perceived dehydration, sickness, loss of appetite, perceived accumulated fatigue, perceived mental stress, lack of ambient wind, and insufficient rest breaks were positively associated with EHE-related symptoms, with relative risks ranging from high to low. Using an air conditioner during sleep and having a sleep duration of ≥ 6 h were associated with a reduced risk of EHE-related symptoms. The study results suggest that female athletes should be allowed to postpone exercise or reduce its intensity and volume based on their perceptions of dehydration, sickness, loss of appetite, accumulated fatigue, and mental stress in summer to prevent heat-related illnesses.

Examining Women's HIV Protective Behaviors in Nepal.

Women's autonomy in decision making has important sexual and reproductive health implications. This study uses a nationwide analysis in Nepal to examine women's autonomy, attitude toward intimate partner violence (IPV) behaviors, and HIV-related knowledge in the execution of HIV protective behaviors such as having one sexual partner or getting an HIV test to prevent HIV transmission. Secondary data analysis was conducted using the nationally represented Nepal Demographic and Health Survey (2016-2021) dataset. The sample included 9,904 women ages 15 to 49 who self-identified as ever married. Factor analysis for women's autonomy, attitude toward IPV behaviors, and HIV-related knowledge were conducted based on social dominance theory. Structural equation modeling was conducted, and the results indicated that higher autonomy decreased the risk of HIV infection through having one sexual partner. Factors related to multiple sex partners included unemployment, religious affiliation, and age. Similarly, higher autonomy, HIV-related knowledge, having a formal job, and urban residence increased women's likelihood of taking an HIV test. Women's higher education, greater wealth, religious affiliation, and youth also correlate with HIV testing. Future HIV prevention interventions should include strategies that support women's social and economic empowerment and enhance women's ability to make informed choices about their health and risks.

Is the "avoidance" group truly defensive? The interplay between perceived risk, efficacy, and behaviors.

This study examines the inconsistent theories surrounding the roles of perceived threat and efficacy in risk communication theories, focusing on behavioral changes during a public health crisis. Utilizing a two-wave panel survey, the research found a nuanced interaction between efficacy beliefs and risk perceptions in dictating individuals' engagement in protective or defensive behaviors. Notably, those with high risk perceptions but lower efficacy beliefs were more likely to engage in future protective behaviors, contradicting previous assumptions about the avoidance group's propensity for defensive reactions. These findings initiate a complex discussion on the dynamics of risk and efficacy perceptions influencing behavior.

Association between health-related empowerment and health-protective behaviors among community-dwelling older adults.

BACKGROUND: Empowerment is a broad concept seen as a critical approach for helping older adults who lack power to gain control over various aspects of their lives, including their health-protective behaviors. AIM: The study investigated the association between health-related empowerment and health-protective behaviors in older adults. DESIGN: A cross-sectional correlational research design was used by recruiting a convenient sample of 200 older adults. TOOLS: The Elder Health Empowerment Scale and Health Protective Behavior Scale were used to collect the participant data. RESULTS: It showed a significant positive correlation between health-related empowerment and health-protective behaviors in older adults (r = 0.891, p = 0.001), indicating that as health-related empowerment increases, engagement in health-protective behaviors also increases. Furthermore, health-related empowerment accounted for a large proportion of the variation in health-protective behaviors (85.7 %). CONCLUSION: Overall, these findings suggest that there is a need for interventions to improve the health-related empowerment of older adults, particularly in terms of their ability to turn their health goals into actionable plans, overcome barriers to health, and make informed healthcare choices. However, the studied older adults generally engage in health protective behaviors; there is variability in the extent to which they engage in specific behaviors, which may provide valuable insights for developing targeted health promotion programs and interventions.

Protective behaviors against COVID-19 and their association with psychological factors in China and South Korea during the Omicron wave: a comparative study.

OBJECTIVES: We aimed to explore the level of protective behaviors against COVID-19 and its association with psychological factors in China and South Korea during the Omicron wave. STUDY DESIGN: Cross-sectional study. METHODS: We conducted a population-based cross-sectional survey from March 15 to 30, 2023 in China and South Korea. Demographic characteristics, health status, protective behaviors, and psychological factors (including perceived risks, efficacy belief, attribution of disease, fear of COVID-19, trust and evaluation, fatalism, resilience, and pandemic fatigue) were investigated. After adjusting for sociodemographic and health-related factors, multivariable regression models were constructed to explore the psychological influencing factors of protective behavior. RESULTS: A total of 3000 participants from China and 1000 participants from Korea were included in the final analysis. The mean performance score for protective behaviors among all respondents was 2.885 in China and 3.139 in Korea, with scores ranging from 1 to 4. In China, performance scores were higher in those who were female, aged 30-39, employed, married, living in urban areas, having the highest income level, having the best subjective health status, and having a history of chronic disease (P-value <0.05). In Korea, performance scores were higher for individuals who were female, over 50 years old, educated to high school or below, unemployed, married, had a history of chronic disease, and had never been infected with SARS-CoV-2 (P-value <0.05). In the multivariable regression model, perceived severity (ß = 0.067), attribution of disease (ß = 0.121), fear of COVID-19 (ß = 0.128), trust and evaluation (ß = 0.097), psychological resilience (ß = 0.068), and efficacy belief (ß = 0.216) were positively associated with the performance scores, pandemic fatigue (ß = -0.089) was negatively associated with performance scores in China (P-value <0.05). However, in Korea, perceived susceptibility (ß = 0.075), fear of COVID-19 (ß = 0.107), and efficacy belief (ß = 0.357) were positively associated with protective behaviors (P-value <0.05), trust and evaluation (ß = -0.078) and pandemic fatigue (ß = -0.063) were negatively associated with performance scores (P-value <0.05). CONCLUSIONS: Populations in both China and Korea demonstrated great compliance with protective behaviors during the Omicron wave. Because of the sociocultural, economic, and political differences, there were differences in the association between psychological factors and protective behaviors in the two countries. This study, from the perspective of psychological factors in different cultural contexts, would provide references for increasing adherence to protective guidelines in future outbreaks of emerging infectious diseases.

Correlates of Sexual Victimization Among Community College Women.

The current study documents the correlates associated with the severity of sexual victimization among women enrolled in a 2-year community college. Comparisons between women with a history of severe sexual victimization (i.e., rape and attempted rape), moderate sexual victimization (i.e., unwanted contact and sexual coercion), and no history of sexual victimization revealed that women with a history of severe sexual victimization endorsed more drinks per week, increased problem drinking behavior, and more use of drug before sex and higher levels of self-protective dating behaviors compared with women with no history of sexual victimization. These findings suggest that programs should target the intersection of alcohol and drug use as correlates of sexual victimization among community college women.

Health Anxiety, Fear of COVID-19, Nosophobia, and Health-protective Behaviors Among Healthcare Professionals.

Objective: This study examined fear of COVID-19, nosophobia, health anxiety, and health-protective behaviors among healthcare professionals during the COVID-19 pandemic. Methods: A cross-sectional, correlational research design was used in this study. The data of healthcare professionals (N=300) from three disciplines of medicine (Bachelor of Medicine and Bachelor of Surgery [MBBS], Bachelor of Dental Surgery [BDS], Doctor of Physiotherapy [DPT]) were collected using a purposive sampling technique. The Fear of COVID-19 Scale (FCV-19S), Medical Student Disease Perception and Distress Scale (MSD), Short Health Anxiety Inventory (SHAI), and Health Protective Behavior Scale (HBPS) were used as assessment measures. Statistical Package of Social Sciences (SPSS) version 22 was used to analyze the data obtained. Results: Of the 300 participants, 132 (44%) were male and 168 (56%) were female. A total of 199 participants (63.3%) had a MBBS degree, 59 (19.7%) had a BDS degree, and 41 (14%) had a DPT degree. The findings revealed a significant positive correlation between nosophobia, health anxiety, and fear of COVID-19, whereas health-protective behavior showed a negative association with health anxiety. Sex, health anxiety, and nosophobia were significant predictors of health-protective behaviors among medical professionals. Conclusion: The fear related to COVID-19 is associated with nosophobia and health anxiety among medical professionals, which has a substantial impact on health, work performance, and vulnerability to developing psychological distress if left unmonitored.

Educación sexual, conocimiento de ITS y conductas protectoras/de riesgo en personas entre 18 y 30 años

Introducción: Las infecciones de transmisión sexual (ITS) se adquieren principalmente por el contacto sexual y pueden afectar a personas de cualquier edad, sin embargo los adolescentes son el grupo etario más afectado, por tanto es probable que sus conductas sean más de riesgo que protectoras. Objetivo: El objetivo de la investigación es determinar la relación entre el nivel de educación sexual y el conocimiento sobre ITS y las conductas de riesgo y protectoras en los jóvenes. Método: Investigación de diseño analítico, estudio de tipo descriptivo, transversal con datos de tipo cuantitativos, con una muestra de 130 hombres y mujeres, considerando 10 personas por edad desde los 18 a los 30 años. Resultados: No existe relación estadísticamente significativa entre la educación sexual y las conductas de riesgo y/o protectores (p > 0,05), ni tampoco entre la educación sexual y el uso del preservativo, tanto interno como externo (p > 0,05). Conclusión: A pesar de tener educación sexual, no todas las personas utilizan de forma frecuente los anticonceptivos de barrera y principalmente es sorprendente el poco uso del condón de vagina en la población en general, siendo las personas de orientación heterosexual las que lo utilizan menos.

Introduction: Sexually transmitted infections (STIs) are mainly acquired through sexual contact and can affect people of any age; however, adolescents are the most affected age group, therefore, it is likely that their behaviors are more risky than protective. Objective: The objective of the research is to determine the relationship between the level of sexual education and knowledge about STIs and risk and protective behaviors in young people. Method: Analytical design research, descriptive, cross-sectional study with quantitative data, with a sample of 130 men and women, considering 10 people by age from 18 to 30 years. Results: There is no statistically significant relationship between sexual education and risk and/or protective behaviors (p > 0.05) nor between sexual education and condom use, both internal and external (p > 0.05). Conclusion: Despite having sexual education, not all people use frequently barrier contraceptives and, mainly, the little use of the vaginal condom in the general population is surprising, with people of heterosexual orientation being those that use it less.

Rural-urban differences in meeting of physical activity recommendations by sun exposure and protection behaviors in the United States.

OBJECTIVE: To examine associations between sun protection behaviors and physical activity (PA) by rural and urban residence in the United States. METHODS: We analyzed data from the National Health and Nutrition Examination Survey (2013-2018), restricting to participants ages 20-59 with sun behavior data. Sunburns, sun exposure, and sun protection measures were dichotomized (yes/no): ≥1 sunburn in the past year, 2+ hour outside during workdays or non-workdays, and never/rarely/sometimes using sunscreen, wearing long sleeves, and staying in the shade. Meeting PA recommendations (yes/no) was defined as ≥150 min of vigorous/moderate or ≥ 75 min vigorous PA per week. Associations between sun behaviors and PA were analyzed using logistic regression models, which accounted for survey-weights and potential confounders, and stratified by rural-urban status. RESULTS: Rural and urban individuals meeting PA recommendations had greater odds of spending 2+ hour outside during workdays (OR: 2.26 [1.88, 2.74] and 3.95 [2.72, 5.73]) and non-workdays (OR: 2.06 [1.78, 2.38] and 3.33 [2.47, 4.46]). Among urban residents, odds of staying in the shade were lower among those who met PA recommendations (OR: 0.78 [0.66, 0.92]). We did not observe differences in sunburns or other sun behaviors by PA status, regardless of rurality. CONCLUSIONS: Meeting PA recommendations was associated with greater sun exposure in both rural and urban populations. Additional exercise location (indoors/outside) data is needed to inform PA and skin cancer prevention interventions to reduce unintended increases in sun exposure and reductions in PA, respectively, especially among rural populations.

An integrated human behavioral model for mosquito-borne disease control: A scoping review of behavior change theories used to identify key behavioral determinants.

Mosquito-borne disease (MBD) control depends largely on a range of public health measures aimed at reducing the spread of infected mosquitoes and human-mosquito contact. These public health measures are generally driven by voluntary, though in few occasions obligatory (e.g., indoor residual spraying), self-protective behaviors by individuals and communities. To develop effective interventions that promote public health measures, the underlying mechanisms that contribute to self-protective behaviors should be well understood. The present scoping review aims to provide a timely overview of how behavior change theories have been applied in the context of MBD control. In addition, the review proposes an integrated model that includes identified key determinants in MBD control behavior, and identifies knowledge gaps to inform future research. A comprehensive search was performed in several databases: MEDLINE, PsycINFO, Embase (Ovid), Web of Science Core Collection, CINAHL, ERIC, and Econ.Lit (EBSCO), as well as registered trials and reviews in CENTRAL and PROSPERO to identify ongoing or unpublished studies. References of included studies and literature reviews were screened, as well as citation tracking in Web of Science, Google Scholar and the malaria database of Behavior Change Impact. This scoping review identified a total of 28 studies. Most studies targeted personal-protective behavioral measures such as adopting, using, or maintaining insecticide-treated bed nets, and were most frequently informed by risk-related behavioral theories. Knowledge and perceived susceptibility of the risk, and related perceived efficacy were identified as key behavioral determinants in the conceptual, integrated human behavior model for MBD control. Numerous studies related to MBD control behavior, especially those focusing on knowledge-attitudes-practices (KAP), often lack a solid theoretical framework, which risks depicting an incomplete understanding of behaviors. In addition, by incorporating various behavioral disciplines into the domain of MBD control, a more comprehensive understanding of key behavioral determinants may be developed and applied in future research and MBD control efforts.

Longitudinal examination of alcohol use motives, item-level protective behavioral strategies, and alcohol-related consequences.

BACKGROUND: Alcohol misuse among college students is a public health concern. Protective behavioral strategies (PBS) can be used before, during, after, or instead of drinking to reduce alcohol use and negative consequences, but findings on their utility at the aggregate level are mixed. Although recent work has provided important information on the performance of individual PBS items, it is limited by research designs that are cross-sectional, do not examine consequences, or do not examine other important correlates, such as drinking motives. This study examines both the association between item-level PBS and alcohol-related negative consequences and the moderating effect of drinking motives longitudinally. METHODS: College students from two universities (n = 200, 62.5% female, Mage = 20.16) completed the Drinking Motives Questionnaire-Revised, Protective Behavioral Strategies Survey, the Rutgers Alcohol Problem Index, and a measure of the quantity of alcohol use at baseline and 3-month follow-up. Generalized linear models were conducted to assess direct effects of item-level PBS on alcohol-related consequences and the moderating effects of drinking motives. RESULTS: Two PBS items were associated with fewer alcohol-related consequences at follow-up, and two items were associated with greater alcohol-related consequences at follow-up. Drinking motives differentially moderated associations between item-level PBS and alcohol-related consequences for a proportion in the sample. Enhancement motives moderated the greatest number of associations, followed by coping, conformity, and social motives. Certain PBS (e.g., drink slowly, rather than gulp or chug) were moderated by several drinking motives, whereas other PBS items were not moderated by any motives. CONCLUSION: Consistent with previous research, some item-level PBS were associated longitudinally with increased negative consequences, and some were associated with decreased negative consequences. Drinking motives, particularly enhancement, moderated several item-level PBS and consequence associations, suggesting that reasons for drinking may be important for understanding the associations between PBS strategies and alcohol-related consequences.

What can be done to protect toddlers from air pollution: Current evidence.

PROBLEM: Toddlers are more prone to exposure to widely distributed air pollution and to health damage from it. However, systematic summaries of evidence on protective behaviors against air pollution for toddlers are lacking. OBJECTIVE: To identify currently available evidence on protective behaviors against air pollution for toddlers. METHODS: The literature retrieval was performed in selected databases, limited from 2002 to 2022. Studies meeting the following criteria were included and praised: 1) clinical practice guideline, systematic review, expert consensus, recommended practice, randomized control test (RCT) or cohort study published in Chinese or English; 2) studies reporting effects of protective behaviors against air pollution on toddlers' health outcomes or providing recommendation on these behaviors. The evidence in the included studies was extracted, synthesized and graded for evidence summary. RESULTS: Studies (N = 19) were used for evidence summary development and 35 pieces of best evidence were synthesized, which were divided into three categories, including "avoiding or reducing air pollution generation", "removing existing air pollution", and "avoiding or reducing exposure to existing air pollution". CONCLUSIONS: More evidence is needed to identify protective measures against outdoor air pollution and tobacco smoke. Research in the future should focus on the safety, effectiveness and feasibility of universal measures implemented in toddlers, and try to develop protective measures specific to toddlers which highlight their special nature. IMPLICATIONS: The results of this study can help pediatric nurses provide individualized advice and assistance for toddlers and their families, and conduct research on the effectiveness of toddler-targeting protective behaviors more efficiently.

Risk perception predicts post-traumatic growth during the COVID-19 pandemic in China: the mediation effect of engaging in health-protective behaviors.

The COVID-19 pandemic exposed the public to enormous health risks and induced wide-ranging impacts on people's mental health. Post-traumatic growth is a possible psychological benefits that may occur during struggling with the COVID-19 pandemic. This research explored 1) demographics differences on risk perception of COVID-19 pandemic, engagement in health-protective behavior and post-traumatic growth during the COVID-19 pandemic; and 2) the mediation effect of engaging in health-protective behaviors between risk perception and post-traumatic growth during the COVID-19 pandemic. Females showed a significant higher level of engagement in health-protective behaviors. People who were married reported a significantly higher level of risk perception, engagement in health-protective behavior and post-traumatic growth than those who were in other marital status (i.e. single, divorced, widowed). People who had acquaintances being infected with COVID-19 reported significant higher level of risk perception and engagement in health-protective behaviors. Engagement in health-protective behaviors mediated the relationship between risk perception and post-traumatic growth. Implications of the results for public health interventions are discussed.

Daily implementation of health-protective behaviors and family life during the early months of the COVID-19 pandemic.

The coronavirus disease (COVID-19) pandemic has necessitated the use of health-protective behaviors (HPB), such as social distancing, staying at home, frequent handwashing, and wearing facemasks to mitigate the transmission of disease. An investigation of interpersonal costs associated with the use of HPB can help inform strategies to promote their sustained implementation. This study examined the daily associations between the implementation of HPB and family functioning and assessed moderation by coparenting quality, economic strain, and the number of days that state-level stay-at-home policies had been in effect, during the early days of the pandemic. Mothers and fathers from 155 families with children who were 9 years old, on average, completed daily reports of HPB, parental stress, and family relationship quality over eight consecutive days in April or May of 2020. Hierarchal linear models showed that HPB was associated with increased levels of parental stress and interparental conflict. Negative coparenting relations exacerbated the next-day association between HPB and interparental conflict. HPB was also associated with increased levels of parent-child and interparental closeness, but these linkages dissipated for families who had spent more days under state-level stay-at-home policies. Although crucial for public health, the implementation of HPB may have detrimental short-term effects on daily family life. Family support and interventions are necessary to minimize the psychosocial burden of these important public health measures and increase their sustained adherence.

Depression and Anxiety Symptoms and Their Associated Factors Among Chinese Residents After the Lifting of the Dynamic Zero-COVID Policy: A Cross-Sectional Study.

Purpose: China lifted its strict zero-Covid approach on December 7, 2022. This study aimed to investigate depression and anxiety symptoms and their associations among Chinese residents after the change in public policy. Methods: A cross-sectional sample of 925 Chinese residents (726 females and 199 males) was recruited using convenience and snowball sampling approach between 16 and 25 December 2022. Participants completed online questionnaires on basic information, depression, anxiety, COVID-19 related perceptions, and protective behaviors change. Results: Mild and moderate-to-severe depression symptoms were reported by 35.6% and 19.1% of participants, respectively. Nearly 40% of participants reported mild anxiety and 18.7% reported moderate-to-severe anxiety. Results from multinomial logistic regression analysis indicated that male gender, younger age, the presence of chronic disease, poorer self-rated mental health status, perceived impact, and worry were risk factors for both depression and anxiety, while higher education and protective behaviors change were protective factors. Besides, living with or caring for children (4-6 years), family members or other housemates currently with influenza-like symptoms, and perceived severity were also risk factors for depression. Conclusion: Our findings provided initial evidence that Chinese residents may face heightened depression and anxiety during the early stage after the policy was released. Furthermore, we identified some vulnerable populations in need of prioritizing mental health assistance and some potentially modifiable factors associated with depression and anxiety, which provides an important guide for developing timely and effective psychological interventions and preparing for future pandemics.

Preventing Zoonoses: Testing an Intervention to Change Attitudes and Behaviors toward More Protective Actions.

Zoonotic outbreaks are considered one of the most important threats to public health. Therefore, it is important to educate people on how to prevent zoonotic infections. The purpose of this research was to investigate an intervention aimed at changing people's attitudes and behaviors toward more protective actions. In two studies (NStudy1 = 402; NStudy2 = 706), participants received an intervention based on previous literature in which knowledge about zoonoses, protective actions they could take, and a fear appeal were provided. In the control condition, no intervention was given. Subsequently, we measured participants' risk knowledge, attitudes and behavioral intentions to reduce zoonotic risks, and fear. The results showed that the intervention heightened participants' zoonotic knowledge and affected their attitudes and behavioral intentions (Studies 1 and 2) and a behavioral decision (Study 2) to reduce zoonotic risks. Moreover, our designed intervention proved more effective than the World Health Organization informative message on zoonoses (Study 2). In terms of theory, this is the first experimental demonstration that a general zoonotic risk communication message changed attitudes and behaviors toward more protective actions. In terms of policy, this research showed that a basic information message for the broader public has the potential to reduce zoonotic risks.