Individual Well-being Research Articles

Personality matters – The interplay between consistent individual differences and mouse welfare in female C57BL6/J mice

To ensure good welfare of animals in human hands, it is essential to modify housing conditions according to the animals’ needs. Traditionally, the effects of such modifications are studied by means of group-level comparisons, thereby widely neglecting consistent inter-individual differences (i.e., so-called ‘animal personalities’). However, as animals with distinct personality types might differ in their environmental needs and hence react differently to the same environment, such systematic inter-individual differences might have important welfare consequences. This becomes particularly apparent under laboratory conditions, where animals are typically housed under highly standardized and barren environments. Against this background, we here aim to investigate personality-dependent welfare consequences in response to different housing conditions in laboratory mice. Female C57BL/6J mice were characterized for their personality type in exploration behavior and the most and the least explorative individuals were set up in either simple or in highly complex housing conditions that included constantly changing environmental enrichment items. We monitored individual welfare by studying behavioral, physiological, and immunological outcome measures. Besides personality-dependent differences in immune parameters and overall improved welfare under complex housing conditions, we indeed found hints that individual mice were differently affected in their welfare depending on the specific combination of personality type and housing condition. Specifically, highly explorative mice appeared to be more adversely affected by simple housing, but also profited more from complex housing compared to low explorative mice. These findings indicate that welfare promoting adjustments do not necessarily benefit all individuals equally and therefore, call for a shift of perspectives in the evaluation of animal welfare.

The importance of financial health as a mediator of financial stress on financial well-being in young adults

This paper aims to examine the effect of financial stress on financial well-being with the mediation of financial health. This article also aims to see the influence of each variable, especially the importance of financial health. We use the Structural Equation Modeling (SEM) data analysis (SEM-PLS) method. The data sample is 230 young adults aged 25-30 years who live in Blitar City and Regency. The main findings of this research show that (i) there is a significant negative effect of financial stress on financial well-being, (ii) financial health has a positive effect on financial well-being, and finally, (iii) financial health mediates between financial stress and financial well-being. Financial health not only has a direct effect on financial well-being but also partially mediates financial stress. Young adults are expected to be able to manage their financial stress in everyday life. This aims to improve the individual's financial health, which will automatically improve the individual's financial well-being. It is hoped that future research can add new variables to influence financial well-being.

Weighted Blankets as a Sleep Intervention: A Scoping Review.

Sleep disorders are associated with a range of health conditions, with poor sleep often further exacerbating individuals' health, well-being, and ability to participate in daily occupations. Weighted blankets offer a potentially simple nonpharmacological sleep intervention option. To summarize available literature on instrumentation and outcomes associated with overnight use of weighted blankets for therapeutic purpose. A scoping review following the PRISMA review guidelines was conducted. Sources included MEDLINE, Cochrane Library, CINAHL, PsycINFO, Scopus, Embase, and Google. Included studies reported on overnight use of weighted blankets. Critical appraisal of studies was conducted with standardized tools. Eighteen studies met the inclusion criteria. Positive outcomes were reported for adults, including improved sleep, reduction in medication use, and improved mood. Sleep outcomes were mixed for children and adolescents but included improved occupational performance. Methodological quality of included studies regarding effectiveness was variable. Ten studies included details of the intervention, whereas only one study reported on implementation. No specific guidelines for use were included. Weighted blankets are used as a sleep intervention for individuals across the life span experiencing a range of health conditions. Currently, there is more evidence of effectiveness with adults, although parents are favorable regarding weighted blanket use for children. Implementation and recommendation of weighted blankets are typically led by occupational therapists, with knowledge of the intervention facilitating use. This review provides information to inform occupational therapists' clinical decision-making and continued implementation of weighted blankets for individuals with sleep problems. Plain-Language Summary: This scoping review summarizes what is known about the use of weighted blankets as a sleep intervention for people of all ages. There is more evidence for overnight use of weighted blankets for adults, with improvements reported in sleep, mood, medication use, and pain. Although there is little evidence of improvement in sleep for children, some children show improvement in everyday functioning, and parents report positive outcomes from overnight use of weighted blankets. These findings suggest that occupational therapists should consider offering or recommending weighted blankets as a sleep intervention option for people of all ages, alongside consideration of individuals' preferences. Development of practice guidelines that incorporate current research findings is urgently needed to support occupational therapists' use of weighted blankets.

Not Aware or Don’t Dare! The Use and Efficacy of Employer-Sponsored Mental Wellbeing Programs

Employee well-being is a matter of significant concern for both workers and organizations. While many organizations implement costly Stress Management Interventions (SMIs) to improve employee well-being, their efforts are limited by debates as to which SMIs (if any) are effective and how “effectiveness” should be evaluated. The lack of research identifying key predictors of awareness and use of different types of SMIs makes it difficult for researchers and practitioners to draw conclusions with respect to SMI efficacy. Our research addresses these gaps in our understanding by using a contextual effects perspective and a large ( n = 1627) sample of employees working in a diversity of jobs within a single organization to identify the key predictors of employee awareness and use of five available SMIs and explore the link between use of these five SMIs and perceived stress. The following conclusions are supported by the findings from this study: (1) the organizational perceived culture is a better predictor of SMI awareness than individual employee attributes or employee well-being, (2) the predictors of SMI awareness are different from those predicting use, (3) employees who would most benefit from access to SMIs are less aware of what organizational benefits are available, and (4) predictions of awareness, use, and efficacy vary depending on SMI type. Using both theory and the results from our research we propose a comprehensive framework that conceptualizes SMI efficacy as a process not an outcome.

Building financial well-being through financial socialization and literacy

This study aims to analyze the impact of financial socialization on financial well-being through financial literacy as a mediating variable. Using a quantitative approach, the study involved employees of PT. Solusi Bangun Indonesia Tbk and collected data through questionnaires. The results indicate that financial socialization has a significant effect on financial literacy but does not have a direct impact on financial well-being. Financial literacy was found to have a positive and significant effect on financial well-being and plays a mediating role between financial socialization and financial well-being. These findings emphasize the importance of improving financial literacy to support better financial management and enhance individual well-being. This research provides insights for the development of more effective financial education programs to improve financial literacy and well-being among employees.

Extraction of Substance Use Information From Clinical Notes: Generative Pretrained Transformer-Based Investigation.

Understanding the multifaceted nature of health outcomes requires a comprehensive examination of the social, economic, and environmental determinants that shape individual well-being. Among these determinants, behavioral factors play a crucial role, particularly the consumption patterns of psychoactive substances, which have important implications on public health. The Global Burden of Disease Study shows a growing impact in disability-adjusted life years due to substance use. The successful identification of patients' substance use information equips clinical care teams to address substance-related issues more effectively, enabling targeted support and ultimately improving patient outcomes. Traditional natural language processing methods face limitations in accurately parsing diverse clinical language associated with substance use. Large language models offer promise in overcoming these challenges by adapting to diverse language patterns. This study investigates the application of the generative pretrained transformer (GPT) model in specific GPT-3.5 for extracting tobacco, alcohol, and substance use information from patient discharge summaries in zero-shot and few-shot learning settings. This study contributes to the evolving landscape of health care informatics by showcasing the potential of advanced language models in extracting nuanced information critical for enhancing patient care. The main data source for analysis in this paper is Medical Information Mart for Intensive Care III data set. Among all notes in this data set, we focused on discharge summaries. Prompt engineering was undertaken, involving an iterative exploration of diverse prompts. Leveraging carefully curated examples and refined prompts, we investigate the model's proficiency through zero-shot as well as few-shot prompting strategies. Results show GPT's varying effectiveness in identifying mentions of tobacco, alcohol, and substance use across learning scenarios. Zero-shot learning showed high accuracy in identifying substance use, whereas few-shot learning reduced accuracy but improved in identifying substance use status, enhancing recall and F1-score at the expense of lower precision. Excellence of zero-shot learning in precisely extracting text span mentioning substance use demonstrates its effectiveness in situations in which comprehensive recall is important. Conversely, few-shot learning offers advantages when accurately determining the status of substance use is the primary focus, even if it involves a trade-off in precision. The results contribute to enhancement of early detection and intervention strategies, tailor treatment plans with greater precision, and ultimately, contribute to a holistic understanding of patient health profiles. By integrating these artificial intelligence-driven methods into electronic health record systems, clinicians can gain immediate, comprehensive insights into substance use that results in shaping interventions that are not only timely but also more personalized and effective.

THE INFLUENCE OF USING ORTHOSES PROSTHESES FOR FOR PEOPLE WITH DISABILITIES TO THE QUALITY OF LIFE ON SPECIAL HEALTH COVERAGE IN BAPEL JAMKESOS REGION OF YOGYAKARTA

Background : Quality of life is an assessment of individual welfare that can be felt in daily life includes many aspects such as emotions, social, and physical in the lives of individuals. The quality of life of people with disabilities needs to be assessed and evaluated to see the extent of changes that occur after receiving comprehensive medical rehabilitation services. Subjects and method: The method used is descriptive quantitative analysis. Data collection is done by questionnaire method (questionnaire). The data obtained will be processed using SPSS 17.0. The population of this study were patients with disabilities in the Province of D.I. Yogyakarta, especially patients receiving assistance from the Ortose Prostese at Bapel Jamkesos D.I. Yogyakarta as many as 30 people. Results : A complete description of the 8 aspects of quality of life is 1) Limitations of physical activity due to existing health problems, the results are 65.34% unlimited, 2) Limitations of social activities due to physical and emotional problems, the results are 66.68% unlimited, 3) Limitations of daily activities due to physical problems, the results are 81.65% unlimited, 4) whole body pain, the result is 58.3% do not feel the pain means, 5) mental health in general, the results are 39.62% have a life spirit 6) Limitations of daily activities because of emotional problems, the results are 53.3% unlimited, 7) vitality of life, the results are 70.85% feeling good and 8) health views in general, the results are 51.65% feeling very good. Conclusion: People with disabilities are mostly being distracted on mental health and morale aspect, however, for daily activities mostly do not any experience problems or physical disorders, so the Ortose Prostese that used by patient can provide benefits and improve their quality of life.

Mental health in mothers of children with autism spectrum disorder: a cross-sectional study.

The increased prevalence of autism spectrum disorder (ASD) has placed a significant emotional and psychological burden on mothers. We explored the association between the severity of ASD symptoms in children and the mental health of their mothers during the COVID-19 pandemic. Our study included 1,924 mothers of children with ASD, enrolled in a web-based cross-sectional survey over 85 consecutive days to gather clinical and sociodemographic data. The severity of ASD symptoms was obtained according to the children's age. Using the Depression, Anxiety, and Stress Scales (DASS-21) scale, we found that 35.8 percent of mothers experienced both anxiety and depression. A high education level and a high family income reduced the chance of concurrent anxiety and depression. Conversely, unemployment, a child using psychiatric medication, and higher severity of ASD symptoms increased the chance. Notably, the severity of the ASD symptom was the sole predictor of maternal co-occurring anxiety and depression across all age groups (<3 years aOR = 2.04, 95%CI 1.07-3.89; 3-5 years aOR = 2.76, 95%CI 1.67-4.56; ≥ 6 years aOR = 1.61, 95%CI 1.04-2.50). Recognizing the challenges associated with ASD leads to greater acceptance and tailored interventions, ultimately improving the overall well-being of both individuals with ASD and their mothers.

The social value of place-based creative wellbeing: A rapid review and evidence synthesis.

Creative well-being is an increasing field of interest to which biomedical and social sciences have made uneven contributions. The instrumental value of culture and its subsequential public investment is grounded in the interplay of social, cultural and economic capital to attain and preserve wellbeing and health and foster social mobility. The current evidence addresses the effectiveness of arts interventions in improving illnesses. Little attention has been paid to the social value of creative wellbeing for the general population. This paper is a rapid review and evidence synthesis that aims to answer the question, 'What is the social value of place-based arts and culture interventions at individual (wellbeing) and community (social inequalities) levels in the UK and Europe?'. After a systematic search of five databases, search engines, and a call for evidence in August 2022, 14 out of 974 sources met the inclusion criteria. Studies were organised into three themes (Community, Events, Museums), and outcomes were analysed considering the indicators and dimensions of wellbeing (Office for National Statistics). The review evidenced that creative wellbeing leads to improvements in wellbeing outcomes and can contribute to alleviating social determinants of health. However, considering their impact on the underlying causes of structural social inequalities requires caution.

Examining the Relationship Between Meaningful Engagement and Well-Being Across Men and Women.

While engagement in meaningful activities is associated with well-being, the influence of gender on this relationship is unknown. The study aims to (a) examine the difference between meaningful engagement and well-being for individuals who identify as men and women and (b) explore the association between engagement and well-being in men and women. In this observational study, 256 community-dwelling individuals completed meaningful engagement and well-being measures. Between-group t tests indicated no significant differences between men and women for engagement (t = 0.595, p = .552) and well-being (t = 0.818, p = .414). There were fair, positive correlations (rs = .376; p < .01) between engagement and well-being for men and moderate positive correlations (rs = .567; p < .01) between engagement and well-being for women. Self-identified gender may influence the relationship between engagement in meaningful activities and the sense of well-being it provides.

From smoke to smiles: Quantifying the happiness benefits of household cooking energy transition

Existing studies that assess the impact of cooking with dirty solid fuels on human beings tend to underestimate the adverse impact on welfare. This paper aims to address this research gap by examining the happiness benefits of transitioning from solid fuel to cleaner alternatives. Using an extensive panel dataset from China, which includes 150,248 observations collected from 43,251 survey respondents interviewed between 2010 and 2018, this study employs various complementary methodologies, such as the fixed-effect model, propensity score matching, and time-varying difference-in-differences, to overcome challenges related to treatment selection bias and unobserved time-invariant heterogeneity. Further, life satisfaction approach is used to evaluate the economic benefits of cooking energy transition. Our findings indicate that switching from firewood to LPG/natural gas/gas can significantly enhance individual subjective well-being (SWB). Although the improvement brought about by electricity is slightly lower than that of LPG/natural gas/gas, it remains substantial. Notably, the positive effect is more pronounced among specific demographic groups, including females, rural residents, and low-income families. Moreover, these well-being improvements can manifest quickly and persist many years before any noticeable enhancements in physical health. This effect further amplifies over time. However, biogas shows no significant effect on SWB. These findings underscore the importance of clean fuels that contribute to increased happiness, as they are more likely to be consistently adopted. Finally, we estimate that the economic benefits of the well-being improvements resulting from the use of LPG/natural gas/gas and electricity range between $5.15 and $5.44 per day.

Social capital, and farmers' well-being in Guizhou Province of China: Is self-efficacy a missing link?

Social capital is widely recognized as a critical resource for understanding the well-being of individuals and communities. Although a vast body of scholarly literature focuses on the well-being of employees, students, and the elderly, the well-being of farmers has not been as extensively studied. Drawing upon Putnam's theory, this study empirically examines how Bonding Social Capital (BOC) and Bridging Social Capital (BRC) influence the well-being of farmers. It specifically explores the role of self-efficacy as a mediator in these relationships to fill the existing research gap. A combination of convenience and random sampling methods was used to collect 443 questionnaires. The primary data analysis was conducted using SPSS and PLS-SEM. The analysis revealed a strong positive relationship between BOC and farmers' well-being. In contrast, BRC did not show a significant correlation. Moreover, self-efficacy significantly mediates the relationship between social capital and the overall well-being of farmers. The findings indicate that while fostering BOC is crucial, farmers should also recognize and utilize the potential benefits of BRC to enhance their well-being. Promoting awareness among farmers and supporting the development and maintenance of BRC are valuable strategies for practitioners working in rural communities.

Is Vitamin D a Crucial Molecule for Musculoskeletal and Cardiovascular Systems in Postmenopausal Women?

Vitamin D, a steroid hormone, acts via the vitamin D receptor expressed in various tissues, including bones, muscles, and the cardiovascular system and is associated with well-being of individuals and vitamin D deficiency is considered as a prevalent public health problem. Menopause is an important cornerstone for women, where the hormonal changes may lead to adverse health effects. Vitamin D deficiency during menopausal transition or in postmenopausal period may aggravate the health risks such as osteoporosis, sarcopenia, and cardiovascular diseases associated with menopause. This manuscript aims to provide a review of the complex interaction between vitamin D deficiency and the well-being of postmenopausal women, focusing on musculoskeletal and cardiovascular implications. Clinical studies highlight the importance of maintaining optimal vitamin D levels to decrease the risk of musculoskeletal disorders and cardiovascular diseases in postmenopausal women. However, conflicting findings regarding the effectiveness of vitamin D supplementation in reducing cardiovascular risk suggest the need for further research and a personalized approach for the chemical form of Vitamin D, dose, duration of deficiency, individual variations, and accompanying conditions. The use of vitamin D supplementation in well-evaluated patients is desirable, and help to optimize health status in postmenopausal women.

Preventing Cyberbullying in Nigeria: The Effectiveness of Social Media Literacy Education for Young People

The widespread integration of technology into daily life has transformed human interactions, creating unprecedented opportunities for creativity, collaboration, and communication. However, this digital evolution has also exacerbated cyberbullying, which poses significant threats to global and individual well-being. Cyberbullying is particularly prevalent among teenagers, who are active users of digital platforms and highly vulnerable to its negative impacts. In Nigeria, rapid technological advancements have heightened the incidence of cyberbullying, severely affecting the mental health, social development, and overall well-being of young people. This study aims to assess the effectiveness of social media literacy programs in reducing cyberbullying among Nigerian youth and examine how sociocultural and technological factors influence these interventions. Employing a quantitative cross-sectional design, data were collected from 480 students across three tertiary institutions in Lagos State using validated questionnaires. The findings revealed that social media literacy programs significantly reduced cyberbullying incidents. This study underscores the need for culturally sensitive and contextually appropriate interventions and highlights the importance of comprehensive strategies that address Nigeria's unique sociocultural and technological landscapes. Recommendations include the development of robust, evidence-based social media literacy programs tailored to diverse Nigerian communities, enhanced collaboration among stakeholders, and ongoing evaluations to refine and sustain these initiatives.

The Effect of Breathing and Relaxation Exercises Training on Psychological Well-Being and Sleep Quality in Individuals Diagnosed With Schizophrenia: A Randomized Controlled Study.

This study was conducted to determine the effect of breathing and relaxation exercises training on psychological well-being and sleep quality in individuals diagnosed with schizophrenia. This study was conducted at a community mental health center between October 2022 and April 2023 as a randomized controlled study with a pretest-posttest control group. The study's participants were 64 individuals diagnosed with schizophrenia (31 in the experimental group and 33 in the control group). The Descriptive Characteristics Form, the Psychological Well-being Scale, and the Pittsburg Sleep Quality Index were used to collect data. The individuals in the experimental group underwent 6 sessions of breathing and relaxation exercises training in the form of group training, and no training was applied to the individuals in the control group. It was determined that the individuals in the experimental group had an increase in the total mean score of psychological well-being and a decrease in the total mean score of sleep quality after breathing and relaxation exercise training. In addition, a statistically significant difference was found between the posttest psychological well-being and sleep quality total mean scores of the experimental and control groups (P <.05). It can be said that breathing and relaxation exercises training can be used as an effective intervention to increase the psychological well-being and sleep quality of individuals diagnosed with schizophrenia and can be used in addition to pharmacological treatment.

Navigating the challenges: exploring the association between COVID-19 lockdowns and eating behavior in university students: a systematic review and investigation of factors impacting ed levels.

The COVID-19 pandemic has significantly impacted the mental and physical well-being of individuals globally, with university students being particularly susceptible to mental health issues. Factors such as the transition to adulthood, economic hardships, and academic responsibilities, compounded by pandemic-related disruptions like lockdowns and remote learning, have elevated stress levels and altered daily routines. The pandemic has given rise to post-traumatic stress symptoms in certain individuals, including university students which may contribute to the emergence of emotional eating or adopting unhealthy eating patterns as a coping mechanism, leading to excessive consumption or unhealthy dietary choices. This review aims to investigate the influence of COVID-19 restrictions on eating disorders among university students and identifying the contributing factors. Out of 59 identified articles, 10 met the inclusion criteria, involving 23,542 participants (70.2 % women, 29.35 % men, 0.42 % gender fluid/undisclosed). The lockdown led to increased prevalence and severity of eating disorders among university students, particularly in women. The review highlights a notable increase in eating disorders among university students during the COVID-19 pandemic. Mental health issues, reduced physical activity, and economic stress were significant contributors to this trend, with women being disproportionately affected. To mitigate the impact of future pandemics or similar disruptions, universities should implement early screening, provide mental health counseling, virtual support groups, nutritional guidance, and opportunities for physical activity. Encouraging students to seek professional help is crucial for managing mental health and eating habits in such scenarios.

PW12/Fe3O4/biochar nanocomposite as an efficient adsorbent for metronidazole removal from aqueous solution: Synthesis and optimization

The growing occurrence of antibiotics in aquatic environments has emerged as a notable environmental issue given their potential detrimental impacts on ecosystems and the well-being of individuals. Therefore, there is a pressing need to develop effective strategies for removing antibiotics from wastewater. Herein, PW12/Fe3O4/biochar nanocomposite as a highly efficient adsorbent was synthesized to remove metronidazole (MNZ) antibiotic from wastewater through a sustainable and environmentally friendly approach. Simple surface modifications, such as chemical and physical modification with acid and base, as well as adding polyoxometalate were employed to enhance the adsorption of MNZ. The physical and chemical characteristics of the adsorbent were extensively analyzed using several techniques as follows, Fourier transform infrared (FTIR), X-ray diffraction (XRD), field emission scanning electron microscopy (FESEM) coupled with energy dispersive X-ray (EDX), Brunauer-Emmett-Teller (BET), and transmission electron microscopy (TEM). Experimental results demonstrated a significant increase in the efficacy of MNZ removal when the adsorbent surface was modified with polyoxometalate (H3PW12O40) compared to magnetic biochar (MBC). This improvement favors the pore-filling mechanism, electrostatic, H-bonds, and π-π interactions. To optimize the operating parameters for MNZ removal, response surface methodology (RSM) was employed using Design Expert software, considering the pH of a solution, initial pollutant concentration, adsorbent amount, and contact time. The results revealed that when the conditions were ideal (pH ∼1, initial concentration of MNZ at 5 mg/L, adsorbent amount of 0.6 g/L, and contact time of 60 minutes), the removal efficiency and the adsorption capacity reached 94.28 % and 78.45 mg/g, respectively. The analysis of isotherm and kinetic experiments revealed that the adsorption mechanism followed the Freundlich isotherm and pseudo-second order kinetic models, respectively. Furthermore, the adsorbent demonstrated excellent efficiency and reusability, with a removal efficiency of over 90 % even after four cycles, highlighting its potential and economic viability as an adsorbent for metronidazole removal.

The Many Ways of Experiencing Solitude: Personality Processes, in Context, as Predictors of Time Alone.

This article integrates insights from the Journal of Personality's Registered Report-only special issue, which explores the relationship between personality and experiences within solitude. Contrary to the traditional view that solitude primarily serves those who are introverted or seeking refuge from social interactions, findings in this issue demonstrate that solitude is actively sought by, and may hold benefits for, a broad spectrum of personality types. We discuss these findings and suggest there may be more complex interactions between personality and solitude than previously recognized. We highlight the importance of conceptual and methodological clarity in studying both personality and solitude. Studies also show that the benefits of solitude for well-being depend on contextual factors including the function and purpose of solitude, and activities undertaken (or not) when alone. Preferences for, and enjoyment of, solitude are influenced by more than just personality traits; they are shaped by how personality interacts with specific situations and contexts. We provide practical recommendations for future research to refine methods in order to better understand the nuanced experiences of solitude. These approaches will help clarify the conditions under which solitude is most beneficial and offer deeper insights into how solitude can improve well-being for different individuals.

Neuropedagogy as an Aspect of Developing Spiritual Culture in the Context of Vocal Musiс

Music education significantly influences personality development and considers self-expression, self-realization and self-actualization as critical sociocultural and pedagogical tasks. This article aims to explore theoretical and practical aspects of vocal art’s influence on nurturing one’s spiritual culture within educational activities, viewed through the prism of neuropedagogy. It addresses challenges in applying psycho-pedagogical techniques of neuropedagogy in vocal education for competency development. The main focus of the study lies in the methodological underpinnings of neuropedagogy and its impact on overall personal development. Various methods, including explanatory and descriptive ones, analysis and deduction, were used to determine the purpose of the article. The findings are not comprehensive. However, they provide a foundation for asserting that the need for social grouping leads to tensions where the pursuit of the common good for a specific social group may conflict with the concept of individual well-being. This dynamic is particularly relevant in the context of neuropedagogy. The article concludes that understanding the role of vocal music education is crucial for personality development as it is related to neuropedagogy.

Factors Associated With Physical Activity and Sedentary Behavior in People With Parkinson Disease: A Systematic Review and Meta-Analysis.

The goal of this review was to investigate factors associated with physical activity and sedentary behavior in people with Parkinson disease (PD). The magnitude of these associations were investigated in line with the International Classification of Functioning, Disability and Health components. A systematic literature review was conducted until February 2023, searching 4 databases (PubMed, EMBASE, Web of Science, and Scopus) for original articles investigating associations with physical activity or sedentary behavior in people with PD. Two independent researchers performed data extraction, and the risk of bias in the included studies was assessed using the Quality in Prognosis Studies tool. Meta-analyses were conducted to determine the magnitude of the associations, and significant regression models from the included studies were described. Forty-two studies were included. Twenty-one factors associated with overall physical activity were identified. Higher levels of physical activity had small association with cognition and body mass index, and fair association with 17 factors related to self-efficacy, physical function, mobility, quality of life, age, PD symptoms, and more. Better manual dexterity and functional gait had moderate to good association with higher levels of physical activity. The regression model with the higher magnitude was composed mostly of contextual factors, except for the body max index. The magnitude of factors associated with physical activity intensity or sedentary behavior could not be identified. Functional gait and manual dexterity were the strongest factors related to physical activity in people with PD. Further investigation is needed to understand the factors associated with physical activity intensity and sedentary behavior. This study emphasizes the significance of considering contextual factors alongside body function and structure, activity and participation, and the health condition to enhance physical activity improvement during the rehabilitation process. By adopting such holistic approach, rehabilitation professionals can optimize the overall health and wellbeing of individuals with Parkinson disease.