Health Behavior Patterns Research Articles

Linking health-related behaviours to quality of life in older adults: A latent class analysis

Abstract Background Life expectancy and healthy life years diverge considerably in Austria, and quality of life (QoL) varies widely among older people. Identifying the factors most relevant to QoL in older people is crucial. We aimed to investigate the association between health behaviour, including lifestyle and preventive behaviour, and QoL in this population. Methods Cross-sectional data from the Austrian Health Interview Survey (2019) were used, including 3,995 individuals aged 65 years and older. We performed latent class analysis (LCA) to identify patterns of health behaviours. Variables were selected based on the WHO framework of Active Ageing including factors related to lifestyle (physical exercise, fruit/vegetable intake, BMI, oral health, smoking, alcohol use) and the health care system (satisfaction, unmet needs, participation in screening, health checks and vaccination). Domain scores of the WHOQOL-BREF were used for QoL assessment. Class differences were assessed by survey regressions. Results In the LCA, four different behavioural classes emerged among the older-aged Austrian population, including (class 1) ‘best preventive behaviour and very good lifestyle’ (17.7%), (class 2) ‘worst lifestyle and worst preventive behaviour, high unmet healthcare needs and unsatisfied with the system’ (16.5%), (class 3) ‘very good preventive behaviour and best lifestyle, but worst vaccination probability’ (24.8%) and (class 4) ‘poor preventive behaviour, good lifestyle, but no physical activity’ (41.0%). The classes with unhealthy lifestyles (classes 2 and 4) had worse QoL in all domains compared to the classes with healthy lifestyles (classes 1 and 3). The four classes differ on demographic, socio-economic and health characteristics. Conclusions To improve the QoL of the older population, policies and interventions need to be tailored to the specific characteristics and needs of each behavioural class. Key messages • This study explores the relationship between health behaviour and QoL in older Austrians. • Findings support the development of differentiated interventions targeting different types of behaviour.

Weight-control compensatory behaviors patterns and correlates: a scoping review.

Weight-control compensatory behaviors appear to be a commonly utilized strategy for health management. Individuals engaging in such behaviors believe that the negative consequences from unhealthy behaviors will be neutralized by the positive consequences of healthy behaviors. Existing research has not reached a consensus on whether such behaviors are beneficial to health. This review aims to (1) summarize the patterns of weight-control compensatory health behaviors in different populations, (2) highlight correlates, predictors, and consequences of compensatory health behaviors, and (3) identify gaps for future research. This review identified existing literature using online databases, CINAHL and PubMed. Primary research articles published after 2000 with non-clinical participants of 12 years or older who engaged in compensatory behaviors for weight control purposes were selected. Descriptive statistics were extracted from 35 studies. Different patterns for weight-control compensatory behaviors emerged between the female and male sexes. Meanwhile, no clear association of such behaviors was found across weight status. Studies reviewed also highlighted three main areas of compensatory behaviors for weight management, namely dietary behaviors, physical activity, and alcohol consumption. Weight-control compensatory behaviors had significant negative correlations with mental health indicators, such as psychosocial functioning, emotional differentiation ability, and body esteem. Weight-control compensatory behaviors may be a widely used weight management strategy and can be presented in diverse ways. Although believed to be promoting health, such behaviors appear to be associated with poor psychological well-being. This emerging topic warrants more in-depth investigation to establish the direction of causation. Future research may investigate the relationship between weight-control compensatory behaviors and various aspects of health over longer time periods, examine the engagement of multiple weight-control compensatory behaviors, and focus on high-risk populations.

Latent classes of adolescent health behaviour, social covariates and mental wellbeing: a longitudinal birth cohort study

BackgroundAdolescent mental wellbeing has been declining in the United Kingdom for over a decade. Expansion of services to support the mental wellbeing of young people is a public health priority and a core component of the National Health Service’s Long-Term Plan. In this paper, we leverage secondary analysis of a very large longitudinal dataset (#BeeWell) to generate insights regarding different patterns of health behaviour, their covariates, and consequences for mental wellbeing one year later.MethodsA Latent Class Analysis was conducted using data on physical activity, sleep, and eating habits collected in 2021 from 18,478 Year 8 pupils from Greater Manchester (United Kingdom) to (1) identify distinct latent classes of adolescent health behaviour; (2) establish factors likely to be associated with latent class membership; and (3) determine whether latent class membership contributes to variance in self-reported mental wellbeing one year later.ResultsA three-class solution was identified as an excellent fit to the data, discriminating between: the Wellness Weary (n = 2,717; 15%); the Balanced Bunch (n = 7,377; 40%); and the Green and Dream Team (n = 8,384; 45%). Several factors significantly influenced class membership. Most notably, socio-economic disadvantage and social media use were linked with less favourable health behaviour patterns, whilst cisgender heterosexual girls were likely to endorse healthier patterns. After adjusting for covariates, the Green and Dream Team reported significantly greater mental wellbeing than the Balanced Bunch one year later. However, there was no difference between the Balanced Bunch and the Wellness Weary, signalling that health behaviours may support mental wellbeing, but only among the healthiest young people.ConclusionsBeyond advancements in fundamental understanding, our findings yield significant translation opportunities through their use and application in health, education, and allied professional settings designed to support young people.

Patterns of Health Behaviors and Trajectories of Stress among People with Disabilities in Korea.

As a health vulnerable group, people with disabilities require more health-promoting behavior than non-disabled people. We aimed to identify the types of health behavior of disabled people and to track the trajectories of stress by the type of health behaviors. Data came from the Panel Survey of Employment for the Disabled Second Wave by the Employment Development Institute (EDI) in Korea. We used dataset from the first 6 years of the 2nd wave of PSEDSW (2016-2021). The current study analyzed 3,991 subjects. The types of health behavior were identified through latent class analysis (LCA) and the trajectories of stress were estimated through multi-group latent growth modeling using Mplus 8.0. Two types of groups in health behaviors, smoking-drinking group (SD), nonsmoking-less drinking group (NLSD) were derived. Depending on the types of health behavior, the trajectories of stress appeared significantly different: the NLSD had significantly lower stress than the SD in the first year, and this low-level stress trajectory was maintained continuously for 6 years. Health behaviors could be suitable as a stress coping method for people with disabilities. This study suggests that it is necessary to make efforts to create an environment that supports people with disabilities to learn healthier ways to cope with stress.

Rationale, Design, and Baseline Characteristics of Participants in the Health@NUS mHealth Augmented Cohort Study Examining Student-to-Work Life Transition: Protocol for a Prospective Cohort Study.

Integration of mobile health data collection methods into cohort studies enables the collection of intensive longitudinal information, which gives deeper insights into individuals' health and lifestyle behavioral patterns over time, as compared to traditional cohort methods with less frequent data collection. These findings can then fill the gaps that remain in understanding how various lifestyle behaviors interact as students graduate from university and seek employment (student-to-work life transition), where the inability to adapt quickly to a changing environment greatly affects the mental well-being of young adults. This paper aims to provide an overview of the study methodology and baseline characteristics of participants in Health@NUS, a longitudinal study leveraging mobile health to examine the trajectories of health behaviors, physical health, and well-being, and their diverse determinants, for young adults during the student-to-work life transition. University students were recruited between August 2020 and June 2022 in Singapore. Participants would complete biometric assessments and questionnaires at 3 time points (baseline, 12-, and 24-month follow-up visits) and use a Fitbit smartwatch and smartphone app to continuously collect physical activity, sedentary behavior, sleep, and dietary data over the 2 years. Additionally, up to 12 two-week-long bursts of app-based ecological momentary surveys capturing lifestyle behaviors and well-being would be sent out among the 3 time points. Interested participants (n=1556) were screened for eligibility, and 776 participants were enrolled in the study between August 2020 and June 2022. Participants were mostly female (441/776, 56.8%), of Chinese ethnicity (741/776, 92%), undergraduate students (759/776, 97.8%), and had a mean BMI of 21.9 (SD 3.3) kg/m2, and a mean age of 22.7 (SD 1.7) years. A substantial proportion were overweight (202/776, 26.1%) or obese (42/776, 5.4%), had indicated poor mental well-being (World Health Organization-5 Well-Being Index ≤50; 291/776, 37.7%), or were at higher risk for psychological distress (Kessler Psychological Distress Scale ≥13; 109/776, 14.1%). The findings from this study will provide detailed insights into the determinants and trajectories of health behaviors, health, and well-being during the student-to-work life transition experienced by young adults. ClinicalTrials.gov NCT05154227; https://clinicaltrials.gov/study/NCT05154227. DERR1-10.2196/56749.

Psychological Well-being and Health Behavior Patterns among Chinese University Students with Autoimmune Disorders

Background: The prevalence of autoimmune disorders is found to be rapidly increasing in China, especially among university students, though there is a huge lack of awareness about such disorders. Aim: The aim of this study was to evaluate the psychological wellbeing and health behavior patterns among Chinese university students with autoimmune disorders. Method: To determine the level of depression and anxiety among the associated participants, two different scales were used namely Self-Rating Anxiety Scale (SAS) and Center for Epidemiologic Studies Depression Scale (CESD). A sample of 770 Chinese university students, suffering from autoimmune disorders, responded to the questionnaires based on CESD and SAS scales, during December 2022 to April 2023. Results: The results showed that the prevalence of anxiety was 48% and depression was 73% among the participants. The regression analysis showed a comparison between self-rated health significant at (p < 0.05) in SAS and CASD. However, social support, consumption of alcohol and intake of immunosuppressant drugs were also found to be significant. Conclusion: In conclusion, the health behavior patterns and psychological wellbeing among individuals, suffering from autoimmune disorders, are largely influenced by the overall social support and intake of important drugs. Implications: This study has been effective in increasing awareness regarding the significance of psychological wellbeing among individuals with autoimmune disorders.

BEHAVIORAL PATTERNS, FOOD CHOICES AND SELF-CONSCIOUS OF POPULATION: THE ROLE IN COMBATING HEALTH DESTABILIZING FACTORS WITHIN NATIONAL DEVELOPMENT

The paper is devoted to bibliometric analysis of the interrelationships of the concept of destabilizing factors in the field of public health and their impact on national development depending on the established level of health security in the country, which is determined by such factors as health behavior patterns, their adherence to full-fledged diet nutrition, self-awareness about maintaining one's health. The selection of sources was formed from the Scopus database. Scientific journals with the largest number of research-relevant publications were identified. It was found that behavioral patterns, such as food preferences, care for the environment, and adherence to a healthy lifestyle, are the predominant categories with which the authors of the analyzed studies identify the formation of the country's potential to counteract negative factors of public health.

An Introduction to the OutSMART Cancer Serious Game: Current and Future Directions.

Given that cancer is a challenging disease that plagues millions of individuals of all age groups and socioeconomic statuses globally, developmentally appropriate education is often lacking for young people, particularly adolescents. Increasing cancer awareness and prevention education among adolescents using innovative strategies, such as game-based learning, is critical in reducing the burden of this disease. Adolescents are understudied in the field of cancer prevention and control, yet vulnerable as they tackle creating life-long health behavior patterns. Targeting cancer prevention education for adolescents has the potential to support long-term healthy behavior and reduce their risk of cancer. This paper provides an overview of the Collaborative Research on MEdication use and family health (CRoME) Lab's novel game-based cancer prevention education tool. OutSMART Cancer is an innovative, novel educational intervention in the form of a serious game. Serious games are educational tools that seek to impart knowledge and improve behaviors in their players. This game covers information related to breast cancer, colon cancer, and lung cancer. This viewpoint is a summary of the developmental process for the OutSMART Cancer game. We describe in detail the work preceding initial game development, the current version of the game, future directions for the game, and its educational potential. The long-term goal of OutSMART Cancer is to improve cancer awareness and knowledge regarding prevention behaviors in adolescents and support a lifetime of health and wellness.

Longitudinal association of health behaviors and health-related quality of life with military spouse readiness.

Unhealthy behaviors impose costs on health-related quality of life (HRQOL) reducing productivity and readiness among military members (Hoge et al., JAMA 295:1023-32, 2006; Mansfield et al. 362:101-9, 2010). Among married personnel in particular, patterns of spouse health behaviors may play an interdependent role. As a result, the identification of military spouse health factors related to readiness may inform strategies to screen for and identify those in need of greater support and enhance readiness. This study explored behavioral and HRQOL predictors and potential mediators of military spouse readiness utilizing data from the Millennium Cohort Family Study. The analytic sample comprised of 3257 spouses of active-duty, non-separated service members who responded to both waves 1 and 2 of the survey. Sample characteristics are described with respect to demographics (e.g., age, sex, race/ethnicity, etc.), readiness measures (i.e., military satisfaction, lost workdays, health care utilization, military-related stress, and satisfaction), health behaviors (i.e., exercise, sleep, smoking, and alcohol use) and HRQOL (Veterans RAND 12-Item Short Form Survey). We conducted multivariate mediation analyses to evaluate the role of mental and physical HRQOL as mediators between the baseline health behaviors and the health readiness outcomes at follow-up, while adjusting for spouse and service member demographics. HRQOL had direct effects for all five readiness outcomes examined. Multiple health behaviors (insomnia, smoking, binge drinking, and exercise) were further significantly associated with spouse readiness outcomes, although most effects were mediated through HRQOL, suggesting this may be a useful index of military spouse readiness. Insomnia was the specific health behavior most consistently associated with poorer readiness across outcomes, and effects were only partially mediated by physical and mental HRQOL. The results show spouse health behaviors are directly and indirectly (through HRQOL) associated with readiness indicators. This suggests that assessments of modifiable health behaviors (e.g., insomnia symptoms) and mental and physical HRQOL are important indicators of readiness among military spouses and should be used to inform future programs designed to improve population health.

Determinants of Weight Status and Body, Health and Life Satisfaction in Young Adults.

Health behaviors include behavioral patterns and habits that relate to health maintenance, restoration and improvement. They do not only affect the physical condition; they are also associated with life satisfaction. In our study, we focused on young adulthood, a specific lifespan period for establishing long-term health behavior patterns. The aim of the present study was to investigate depressive symptoms, lifestyle and eating behaviors and delineate their associations with overweight/obesity and body, health and life satisfaction in young adults in Poland. We enrolled 800 students (81.4% females and 18.6% males). Diet, physical activity, depressive symptoms, eating behaviors and body, health and life satisfaction were assessed. Multivariate logistic regression models were employed. Almost half of the participants in our study had at least mild symptoms of depression. Symptoms of depression significantly reduced the odds of satisfaction with body, health and life, whereas physical activity increased them. Overweight/obesity significantly reduced the odds of body and health satisfaction. In women, a history of depression and emotional eating increased the odds of being overweight/obese. The results of our study may contribute to the development of educational programs and intervention strategies for young adults.

Non-response to ACE items is associated with demographic variables and health indicators in the 2021 Behavioral Risk Factor Surveillance System

BackgroundAdverse childhood experiences (ACE) encompass traumatic events occurring before age 18, with lasting impacts on health. While ACE disclosure is important for understanding these effects, some individuals decline to respond to ACE-related survey items due to sensitivity, privacy concerns, or psychological distress. This study explores the relationship between non-response to ACE items and health outcomes, shedding light on the implications for those who choose not to disclose. MethodsWe performed a secondary analysis of the 2021 Behavioral Risk Factor Surveillance System (BRFSS)—a national telephone survey querying health behaviors and conditions. Sociodemographic factors, ACE exposure, and non-response to ACE items were analyzed. ResultsIndividuals who decline to respond to ACE items exhibit similar patterns of health behaviors and conditions as those reporting ACE exposure. Non-response is linked to both healthier behaviors (lifetime HIV testing) and riskier behaviors (higher odds of smoking and e-cigarette use). Moreover, non-responders have higher odds of being underweight or obese, experiencing concentration difficulties, reporting poor self-rated health, and reporting multiple health diagnoses including depression, diabetes, high blood pressure, heart attack, and stroke. ConclusionsThe study underscores the need to address health disparities associated with ACE, regardless of disclosure status. Healthcare interventions should target respondents and non-respondents of ACE screeners, tailoring strategies to promote healthier coping mechanisms and mitigate maladaptive behaviors. These results emphasize the importance of trauma-informed care, early intervention, and targeted public health initiatives for individuals affected by ACE, irrespective of their disclosure choices.

Profiles of Lifestyle Health Behaviors and Postmortem Dementia-Related Neuropathology.

High engagement in lifestyle health behaviors appears to be protective against cognitive decline in aging. We investigated the association between patterns of modifiable lifestyle health behaviors and common brain neuropathologies of dementia as a possible mechanism. We examined 555 decedents from the Rush Memory and Aging Project, free of dementia at their initial concurrent report of lifestyle health behaviors of interest (physical, social, and cognitive activities, and healthy diet), and who underwent a postmortem neuropathology evaluation. First, we used latent profile analysis to group participants based on baseline behavior patterns. Second, we assessed the associations of profile membership with each neurodegenerative (global Alzheimer's disease [AD] pathology, amyloid-beta load, density of neurofibrillary tangles, and presence of cortical Lewy bodies and TAR DNA-binding protein 43 cytoplasmic inclusions) and neurovascular pathologies (presence of chronic gross or microscopic infarcts, arteriolosclerosis, atherosclerosis, and cerebral amyloid angiopathy), using separate linear or logistic regression models, adjusted for age at death, sex (core model), vascular disease risk factors, and vascular conditions (fully adjusted model). Participants had either consistently lower (N = 224) or consistently higher (N = 331) engagement across 4 lifestyle health behaviors. We generally found no differences in neuropathologies between higher and lower engagement groups in core or fully adjusted models; for example, higher engagement in lifestyle health behaviors was not associated with global AD pathology after core or full adjustment (both p > .8). In conclusion, we found no evidence of associations between patterns of lifestyle health behaviors and neuropathology. Other mechanisms may underlie protective effects of health behaviors against dementia.

Health-Related Quality of Life in Relation to Health Behaviour Patterns among Canadian Children.

Poor health behaviours in childhood, including sedentary behaviour, low physical activity levels, inadequate sleep, and unhealthy diet, are established risk factors for both chronic diseases and mental illness. Scant studies have examined the importance of such health behaviour patterns for health-related quality of life (HRQoL). This study aimed to examine the association of health behaviour patterns with HRQoL among Canadian children. Data from 2866 grade five students were collected through a provincially representative school-based survey of the 2014 Raising Healthy Eating and Active Living Kids in Alberta study. Latent class analysis was used to identify health behaviour patterns based on 11 lifestyle behaviours: sedentary behaviour (using a computer, playing video games, watching TV), physical activity (with and without a coach), sleep (bedtime on weekdays and weekends), and diet (fruit and vegetables intake, grain products, milk and alternatives, meat and alternatives). Multivariable multilevel logistic regression was applied to examine the associations of health behaviour patterns with HRQoL. Three groupings with distinct health behaviour patterns were identified: the first grouping (55%) is characterized by relatively healthy levels of sedentary behaviour, physical activity, and sleep, but a less healthy diet ("activity-focused" group). The second grouping (24%) is characterized by a relatively healthy diet, but moderately healthy levels of sedentary behaviour, physical activity, and sleep ("diet-focused" group). The third grouping (21%) is characterized by mostly unhealthy behaviours ("not health-focused" group). Students in the third and second groupings ("not health-focused" and "diet-focused") were more likely to report lower HRQoL relative to students in the first grouping ("activity-focused"). The findings suggest that health promotion strategies may be more effective when considering the patterns of health behaviours as distinct targets in the efforts to improve HRQoL. Future research should include prospective observational and intervention studies to further elucidate the relationship between health behaviour patterns and HRQoL among children.

Latent class analysis of health behaviors, anxiety, and suicidal behaviors among Korean adolescents

BackgroundThis study examined how health behavior patterns are associated with anxiety and suicidal behaviors among Korean adolescents. MethodsData were collected from a national cross-sectional sample of adolescents (n = 54,948, 51.5 % boys) in the 2020 Korea Youth Risk Behavior Web-based Survey. Latent class analysis was conducted based on 12 health behaviors (e.g., eating habits, physical activity, and substance use) using the R-based Jamovi 2.3.21 program. ResultsFour classes of health behaviors were identified: Class 1 (boys: 45.4 %, girls: 34.4 %) engaged in healthy behaviors; Class 2 (boys: 31.7 %; girls: 22.3 %) had unhealthy eating habits; Class 3 (boys: 18.0 %; girls: 39.9 %) had the lowest physical activity; and Class 4 (boys: 5.0 %, girls: 3.4 %) engaged in substance use, including smoking, drinking, and problematic smartphone use. Overall, girls had a higher odds ratio (OR) for anxiety and suicidal behaviors than boys did. Among girls, Class 4 had a higher OR for anxiety (OR = 2.78, 95 % confidence interval [CI] = 2.40–3.21), suicidal ideation (OR = 3.99, 95 % CI = 3.46–4.62), suicide plan (OR = 3.32, 95 % CI = 2.66–4.16), and suicide attempts (OR = 5.62, 95 % CI = 4.43–7.12) than Class 1. LimitationsThis study has a few limitations including the participants' response bias, the use of a self-report survey, and the lack of diagnosis by clinicians. ConclusionAdolescents engaging in substance abuse (Class 4) were more prone to anxiety symptoms and suicidal behaviors (ideation, plan, and attempts) than those engaged in healthy behaviors (Class 1). We suggest that more attention is needed to develop suicide prevention strategies that consider adolescent substance use patterns such as current smoking, drinking, and problematic smartphone use.

Personality dimensions and treatment adherence among glaucoma patients: the role of self-transcendence

Background Cloninger’s psychobiosocial model of personality proposes that consistent patterns of health behavior are determined by the complex interaction of different neurobiological processes of the patient’s temperament and character dimensions. Poor medication adherence is a pervasive problem among glaucoma patients and can lead to increased morbidity and disability. The objective of the present study was to investigate the association between Cloninger’s personality dimensions and medication adherence among glaucoma patients. Methods The cross-sectional study was conducted among 113 primary open-angle glaucoma (POAG) patients. The treatment adherence was assessed through a valid and reliable self-administered questionnaire, the Culig Adherence Scale (CAS). Personality dimensions were evaluated using the abbreviated version of the Temperament and Character Inventory-Revised (TCI-140). Statistical analyses were performed using TIBCO Statistica 14.0.1. The study protocol was registered in the DRKS – German Clinical Trials Register; (DRKS-ID: DRKS00022081). Results According to CAS, only 39.8% of patients were adherent to glaucoma treatment. Adherence was significantly negatively related only to the character dimension of Self-Transcendence (p < 0.05). No other TCI-140 dimension was significantly associated with medication adherence (p > 0.05). Conclusions The results suggest that POAG patients with higher scores on the Self-Transcendent personality dimension are more likely to experience difficulties adhering to medication regimen. The study highlights the importance of a holistic approach to glaucoma treatment, which takes into account not only the biological aspects of disease but also the psychosocial factors that influence patient behavior. Healthcare providers may need to consider glaucoma patients’ personality dimensions, beliefs and values when developing treatment plans and strategies to improve medication adherence.

Stability in health behavior patterns in middle adulthood: a 19-year follow-up study

Objective: This study investigated subgroups of adults with particular health behavior patterns, their stability over 19 years, and the role of sociodemographic and personality characteristics in these. Methods and Measures: Data on smoking, alcohol consumption, and physical activity were collected at ages 42, 50, and 61 in the Jyväskylä Longitudinal Study of Personality and Social Development (n = 205–302). Latent class, latent transition, and logistic regression analyses were used. Results: Four similar classes of health behaviors were identified at each age. A class named low alcohol consumption (AC)–high physical activity (PA) included individuals with the lowest levels of alcohol consumption and the highest levels of physical activity, and a class named high AC–low PA vice versa. Classes between these extremes of alcohol consumption and physical activity levels were nonsmokers with the lowest proportion of smokers, and smokers vice versa. Although transitions emerged, class memberships were relatively stable. Women, those who were married, held a degree, had higher occupational status, and certain personality traits at age 42 were more likely to belong continuously to healthier classes compared to a stable membership in high AC–low PA. Conclusion: Health behaviors exist in patterns, are relatively stable across adulthood, and associated with sociodemographic and personality characteristics.

Student profiles of physical activity, screen time, sleep quality and dietary habits and their association with mental health and school satisfaction: An exploratory study

AbstractThe interrelated nature of mental health and indicators of school success in children and adolescents has been under‐investigated from a person‐centered perspective. In this exploratory study, we examined patterns of health behavior in relation to mental health and school satisfaction. A convenience sample of 315 students (Mage = 11.39; SD = 2.045) from two British schools in Dubai, the United Arab Emirates participated in an online survey that included self‐report measures of physical activity, screen time, sleep quality, dietary habits, mental health, and school satisfaction. Based on latent profile analysis, we identified four distinct health behavior profiles: high, low, average, and poor sleep and diet. Significant variation across profiles was evident for mental health subscores, age, and gender, although the results for gender were due to a high number of participants identifying as “other” or preferring not to say their gender. Profile membership was significantly associated with mental health and school satisfaction with students in the high health behavior profile reporting the highest scores on these outcomes. This study presents novel findings about students' health behaviors and school satisfaction and provides impetus for continuing research in this area of inquiry from a person‐centered perspective.

Exploring the Health Behaviors of Young Adults Who Are Blind in South Korea

Introduction: Compared to sighted people, not only do people who are blind have multiple comorbidities and exhibit early mortality, but they also display high-risk health behaviors. To prevent problematic health behaviors affecting health-related quality of life and well-being, understanding the shared patterns of health behaviors among individuals with visual impairments, including blindness, is essential. Methods: This qualitative study explored the hidden constructs and patterns of health behaviors among employed young adults who are blind using a multiple case study analysis. Eight participants with self-reported total blindness were recruited via convenience sampling and recruitment postings. Results: The mean age was 27.43 ± 6.32 years with a range of 20–39 years. Seven males and one female completed the one-on-one telephone interviews. The study discovered eight patterns of health behaviors of young adults who are blind: (a) leading a sedentary lifestyle with physical inactivity, (b) eating irregularly and not cooking, (c) avoiding uncertainty and illness, (d) facing disability stigma in health care services, (e) seeking online information related to medical care, (f) sharing health-related information within the blind community, (g) receiving unreadable formats of health-related information, and (h) aiming for independence and autonomy in self-care. The following categorized health behavior constructs were extracted: perceived health problems, experiential attitude toward health care systems, health beliefs, perceived facilitators, and barriers. Discussion: The findings indicate that young adults who are blind prefer independent health-related activities. The identified problematic health behaviors were correlated to inaccessible healthcare resources. Implications for Practitioners: More accessible health resources enhancing the independence of young adults who are blind are needed to promote their health behaviors. For instance, more accessible fitness facilities and personalized exercise programs in workplaces and communities can motivate the physical activity of young adults who are blind.

The Impact of the Transitions and Maintenance Patterns of Physical Activity and Tobacco Smoking on Labor Market Outcomes in South Africa

(1) Background: Labor market outcomes can be directly or indirectly influenced by the health behavior patterns of the labor force. This study assesses the association between patterns of physical activity and smoking behavior maintenance (and their transitions) and the labor market outcomes of employment participation and formal employment participation. (2) Methods: The sample evaluated in this study comprises adult individuals aged 18 and above from wave 5 of the National Income Dynamics Study (NIDS) survey. Data were analyzed using descriptive statistics, a chi-square test, and bivariate probit regression techniques. (3) Results: The bivariate probit regression results regarding the impact of health behavior transition and maintenance patterns on labor market outcomes show that transitioning to physically active behavior or maintaining physically active behavior increases the likelihood of participating in the labor market and being employed in the formal sector compared to those ceasing to be physically active over time. Surprisingly, both the maintenance and uptake of smoking behavior increases the probability of the occurrence of both labor market outcome variables. (4) Conclusions: These findings have both explicit and implicit implications that can serve to increase labor force participation probability and to promote healthy behavior. There is a need for community-wide campaigns via promotions and media coverage to promote active physical activity among the labor force group. Also, interventions to support individuals who lack extensive social networks is necessary. The results further highlight the importance of education, rural economic development, and good health status for desirable labor market outcomes.

Oral Health and Behavior Patterns of Women with Eating Disorders-A Clinical Pilot Study.

Chronic stomach regurgitation associated with eating disorders (EDs) poses a high risk for tooth erosion. This study investigated oral health conditions, behavioral patterns, and tooth erosion in women with EDs. 16 ED and 13 healthy women were enrolled; 14 ED and 10 healthy control subjects completed the study. Subjects completed demographic, medical, oral, and behavioral health history questionnaires. Dental caries status was recorded as Decayed, Missing and Filled Teeth (DMFT)index and the severity of tooth erosion as Basic Erosive Wear Examination (BEWE) scores. Saliva was collected for flow rate, pH, and buffering capacity analysis. The ED group had a lower stimulated saliva flow rate and higher DMFT index but no significant difference in BEWE scores compared to the controls (t-test, significance level 0.05). Five of the fourteen ED subjects exhibited extensive tooth erosion, which may have been exacerbated by their tooth-brushing behavior. Although some ED subjects showed extensive tooth erosion in this pilot study, the average BEWE score of the ED group was not significantly different from the controls. Extensive tooth erosion in ED may relate to the low stimulated salivary flow. A larger-scale clinical study is necessary to validate these results.