Proximal and Distal Factors Associated With Obesity in Childhood: An Exploratory Structural Equation Model.

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Obesity in childhood is complex; structural equation modeling (SEM) offers an approach to ascertain complicated relationships between weight and proximal (health behaviors, child health) and distal (family/household, community) variables. The objective of the study was to use SEM to map the influence of different etiological clusters on obesity in childhood. Secondary analysis of baseline data from patients and parents enrolled in a multi-site study of pediatric weight management was conducted. The primary outcome was weight status (utilizing percentage above the 95th percentile BMI, %95BMI). SEM was used to evaluate the influences of variables proximal and distal to child weight within the context of the Ecological Model of obesity in childhood. Complete data on 375 child-parent dyads were imputed. Proximal factors (child stress and mobility, parent BMI) were significantly related to %95BMI; some distal factors (family level) did not have a direct effect on %95BMI, but did indirectly through proximal factors (such as child stress). Other distal factors (neighborhood deprivation represented by the Area Deprivation Index) were significantly related to %95BMI and family-level factors. Except for the distal factor of neighborhood deprivation, proximal factors were the drivers of weight status. Distal factors did have indirect effects via proximal factors. SEM provides a means to investigate the complex contributors to childhood obesity, and could identify key leverage points for intervention.

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Proximal risk factors mediating the effect of distal factors on adolescent antisocial behaviour
  • Oct 1, 2025
  • The European Journal of Public Health
  • E Mehanović + 8 more

BackgroundAntisocial behaviour is a result of a multifactorial process that involve social and individual risk factors. Only few studies explored the mechanisms explaining the effects of social factors on antisocial behaviour through proximal factors. To extend previous findings, this study aims to investigate the complex relationship between distal and proximal factors, identifying proximal factors mediating the relationship between social factors and antisocial behaviour among 12-14 years old Italian adolescents.MethodsThe analytical sample included 1847 school students of Piedmont Region and city of Rome who participated in the baseline survey of the experimental controlled trial “GAPUnplugged”. The data was collected between November 2022 and January 2023. The associations of sociodemographic characteristics, distal factors and proximal factors with the probability of adolescent's antisocial behaviour were estimated through multilevel mixed-effect models. Mediation analysis was conducted to test the mediating effect of proximal factors on the relationship between distal factors and adolescent's antisocial behaviour.ResultsThe prevalence of lifetime antisocial behaviour was 61.2%. Among distal factors, parental permissiveness to use substances, low parental support, low class climate, perceptions of peer's cigarette, alcohol and illicit drug use were associated with higher probability of antisocial behaviour. Low school performance, low pupil's respect for teacher, impulsiveness and sensation-seeking were significant mediators of the trajectories of most distal factors on antisocial behaviours.ConclusionsBoth distal and proximal factors help to understand trajectories of antisocial behaviours in adolescence. All these factors should be considered in prevention interventions aimed at reducing or preventing antisocial behaviour among early adolescents.Key messages• Both distal and proximal risk factors are associated with the risk of engaging in antisocial behaviours during adolescence.• The alarmingly high prevalence of antisocial behaviour among early adolescents requires immediate actions for implementing targeted and effective prevention programs prior the onset of behaviour.

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  • 10.25904/1912/2019
What co-curricular interventions contribute to the academic success and retention of non-traditional commencing undergraduate students identified to be at risk of academic failure or early attrition from university when taking into account distal and proximal factors?
  • Aug 8, 2019
  • Griffith Research Online (Griffith University, Queensland, Australia)
  • Brendan Joseph French

What co-curricular interventions contribute to the academic success and retention of non-traditional commencing undergraduate students identified to be at risk of academic failure or early attrition from university when taking into account distal and proximal factors?

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The dynamics of proximal and distal factors in construction site water pollution
  • Dec 8, 2015
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Parental maltreatment and proximal risk factors using the Childhood Experience of Care & Abuse (CECA) instrument: A life-course study of adult chronic depression — 5
  • Mar 11, 2008
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Parental maltreatment and proximal risk factors using the Childhood Experience of Care & Abuse (CECA) instrument: A life-course study of adult chronic depression — 5

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Association of sociodemographic, proximal, and distal clinical factors with current suicidal ideation: Findings from a nonclinical sample of young adults
  • Jan 1, 2023
  • European Psychiatry
  • Błażej Misiak + 3 more

BackgroundAccumulating evidence indicates that a variety of distal and proximal factors might impact a risk of suicide. However, the association between both groups of factors remains unknown. Therefore, in the present study, we aimed to investigate the interplay between distal and proximal correlates of the current suicidal ideation.MethodsA total of 3,000 individuals (aged 18–35 years, 41.7% males), who had reported a negative history of psychiatric treatment, were enrolled through an online computer-assisted web interview. Self-reports were administered to measure: (a) distal factors: a history of childhood trauma (CT), reading disabilities (RDs), symptoms of attention-deficit/hyperactivity disorder (ADHD), lifetime history of non-suicidal self-injury (NSSI), lifetime problematic substance use as well as family history of schizophrenia and mood disorders; (b) proximal factors: depressive symptoms, psychotic-like experiences (PLEs), and insomnia; and (c) sociodemographic characteristics.ResultsSuicidal ideation was directly associated with unemployment, being single, higher level of RD, lifetime history of NSSI as well as higher severity of PLEs, depression, and insomnia. The association of distal factors with suicidal ideation was fully (a history of CT and symptoms of ADHD) or partially (a history of NSSI and RD) mediated by proximal factors (PLEs, depression, and insomnia).ConclusionsMain findings from this study posit the role of distal factors related to neurodevelopmental disorders, CT and NSSI in shaping suicide risk. Their effects might be partially or fully mediated by depression, PLEs, and insomnia.

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Family factors contributing to emotional and behavioral problems in Korean adolescents with epilepsy.
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Proximal and distal influences on project creativity in international marketing teams
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  • International Marketing Review
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Purpose– The purpose of this paper is to examine the antecedents of project creativity in international marketing teams. The proposed framework includes both proximal (characteristics that impact the everyday functioning of the team) and distal (characteristics associated with the team's organizations that are relatively remote to the everyday functioning of the team) factors as antecedents of project creativity. Specifically, the authors investigate the influence of three proximal factors, namely, collaboration with foreign counterparts, autonomy, and international experience as well as two distal factors, namely, organizational encouragement and innovative organizational culture.Design/methodology/approach– Data were collected from 156 executives from publicly traded firms in the manufacturing sector in South Korea and tested using hierarchical regression.Findings– Collaboration with foreign counterparts and autonomy exert direct positive influence on project creativity. International experience exerts a curvilinear relationship such that low and high levels of international experience positively influence project creativity, whereas moderate international experience negatively influences project creativity. In addition, whereas the relationship between organizational encouragement and project creativity was supported, the relationship between innovative culture and project creativity was not.Originality/value– Despite the importance afforded to international marketing teams and creativity in marketing research and practice, little attention has focussed on project creativity in international marketing teams. This study represents an initial effort toward filling the void and identifying certain proximal and distal factors as relevant antecedents of project creativity in international marketing teams. In addition, deviating from extant studies on creativity, this study highlights a curvilinear relationship between international experience and creativity.

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  • Cite Count Icon 1
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Distal and proximal factors of wearable users' quantified-self dependence: A cognitive-behavioral model.
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  • Jiaqi Liu + 1 more

While using self-tracking devices for physical health has become ubiquitous, the potential for quantified-self (QS) dependence as a detrimental outcome for mental health is under-explored. This study examined the mechanism of wearable users' QS dependence by investigating both the distal and proximal factors based on a cognitive-behavioral model. A total of 535 wearable users aged 18-35 years were surveyed in this study. The surveys included control variable questions related to age, gender, monthly income, BMI, and wearable use experience. Key variable measures included distal factor (habitual use of wearables), proximal factors (perceived external regulation, recognition, and perceived irreplaceability), and perceived QS dependence. Structural equation modeling (SEM) was used to test research hypotheses. The results revealed that habitual use of wearables as a distal factor alone was negatively associated with perceived QS dependence. However, it positively influenced perceived external regulation, recognition, and perceived irreplaceability, which in turn significantly contributed to perceived QS dependence, suggesting the suppression effect of the proximal factors. The relationships between habitual use of wearables and QS dependence are complex. Although habitual use may seem apparently harmless, it can indirectly foster maladaptive cognitions, thereby promoting dependence. These findings underscore the potential threats of maladaptive cognitions that may arise from leveraging technology to promote physical health, thus offering guidance to technology designers for interventions.

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Landscape Modeling of In Situ Soil Respiration in a Forested Watershed of Southeastern Kentucky, USA
  • Dec 15, 2003
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  • Amanda C Abnee + 2 more

Data on carbon fluxes such as soil respiration are needed to develop strategies for increased carbon sequestration and reduced levels of atmospheric trace gases. Soil respiration is driven by proximal factors (e.g., soil temperature and soil moisture), which affect soil respiration by regulating microbial and root activity, and distal factors (e.g., topography), which affect soil respiration by influencing proximal factors. The objectives of this study were: (1) to relate measured carbon dioxide flux from forest soils to proximal and distal factors; and (2) to develop predictive soil-landscape models of soil respiration across a forested watershed. Carbon dioxide flux from the soil surface was measured monthly for 12 months at sampling points selected using a random stratified approach, with strata established based on slope aspect (NE and SW), slope shape (concave and convex), and slope position (upper, middle, and lower backslope). We generated empirical models using robust linear regression techniques to examine relationships between soil respiration and both proximal (soil physical and chemical properties) and distal factors (terrain attributes calculated from a 30-m digital elevation model). In situ soil respiration rates were greater on the NE-facing slopes than the SW-facing slopes. The models that we developed and validated explain up to 66% of variability in measured soil respiration, although seasonal model relationships varied. Soil temperature was the most consistent proximal factor for predicting soil respiration rates, while slope aspect was the most consistent distal factor among the models.

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Relations Between Proximal and Distal Predictors of Suicide Risk among College Students.
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The rates of suicide and prevalence of mental health and behavioral problems have been increasing among adolescents and young adults in the United States over the past two decades. This study examines underlying distal and mediating proximal factors leading to suicide attempts during the sensitive transition period of emerging adulthood. We conducted bivariate, multivariate, and mediation regression analyses of five years of data from a large national student survey to first identify and then decompose relationships between past-year suicide attempt into distal and proximal associations, controlling for a range of personal and sociodemographic respondent characteristics. Of 372,000 college students surveyed, 4,292 (1.2%) reported having attempted suicide during the past year. Mediation by proximal, precipitating factors accounted for percentages of the total distal factors as follows: history of diagnosed mental health disorder (20.1%), history of diagnosed alcohol use disorder (25.7%), history of physical abuse (73.9%), financial distress experienced during childhood (40.2%) and having a disability (23.4%). Recent depression severity and recent sexual assault victimization accounted for ≥ 40% of the total indirect association of each distal factor. Mediation of diagnosed mental health disorder and diagnosed alcohol use disorder were attributed primarily to conceptually related proximal factors. Information regarding dynamic relationships between distal and proximal risk factors may inform integrated clinical and comprehensive campus suicide prevention strategies to mitigate the life-threatening consequences of mental health disorders, alcohol and drug misuse, and stressful life experiences during emerging adulthood.

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