Modifiable Social Factors Research Articles

Perceived Community Control in Adults with Acute Low Back Pain: A Community-Based Study.

Low back pain (LBP) is the leading cause of disability for individuals and societies globally. Prior investigations have predominantly centered around biological and psychological factors. Addressing social determinants is critical for enhancing the effectiveness and equity of pain interventions. We aimed to characterize social factors, sleep, and pain among adults with acute LBP, focusing on perceived community control. A community-based sample of adults with acute LBP was recruited from two cities in North Carolina, United States, and followed up at 3 months. We used descriptive statistics to characterize social factors, sleep, and pain, overall and by levels of perceived community control. In total, 110/131 enrolled participants had data on perceived community control (lower scores indicate higher control). Overall, the median perceived community control was 14 (interquartile range [IQR] = 11, 15). People with high perceived community control also had, on average, higher perceived individual control, better-perceived neighborhood walkability, lower number of sites with bothersome comorbid pain, and higher sleep quality. A higher proportion of participants with high perceived community control were of male sex, White race, and had a higher socioeconomic position. Community control and related constructs may be further explored in future intervention development as potentially modifiable social factors that may reduce pain burden.

The relationship between social environmental stressors and depressive symptoms among Chinese young adults: Above and beyond the effects of childhood trauma

Childhood trauma has been identified as an important etiological risk factor for depressive symptoms, but there are other modifiable social environmental factors that may be equally, if not more, important. This study aimed to improve our understanding of the social determinants of depressive symptoms among young people while taking childhood trauma into account. We analyzed survey data from a convenience sample of Chinese young adults aged between 18 to 24 (N = 205). Participants completed standardized assessments of childhood trauma (the Brief Betrayal Trauma Survey), depressive symptoms (the PHQ-9), and social environmental stressors (the Social Environmental Stress Questionnaire). Social environmental stressors had the strongest relationship with depressive symptoms (β = .416, p < .001), above and beyond the effects of childhood trauma. We also identified some specific modifiable and targetable social environmental stressors (e.g., school work and occupation issues, high expectations from others, sleep environment) that were positively correlated with depressive symptoms, even when the Bonferroni correction was applied. Although childhood trauma is a well-documented risk factor for mental health problems, there are modifiable factors associated with depressive symptoms, above and beyond the effects of childhood trauma. Educators, healthcare practitioners, social service providers, and policymakers can play a vital role in changing the trajectory of depression in the community.

The faces of Long-COVID: interplay of symptom burden with socioeconomic, behavioral and healthcare factors.

The long-term effects of COVID-19 (Long COVID) include 19 symptoms ranging from mild to debilitating. We examined multidimensional correlates of Long COVID symptom burden. This study focused on participants who reported having had COVID in Spring 2023 (n = 656; 85% female, mean age = 55, 59% college). Participants were categorized into symptom-burden groups using Latent Profile Analysis of 19 Long-COVID symptoms. Measures included demographics; quality of life and well-being (QOL); and COVID-specific stressors. Bivariate and multivariate associations of symptom burden were examined. A three-profile solution reflected low, medium, and high symptom burden, aligning with diagnosis confirmation and treatment by a healthcare provider. Higher symptom burden was associated with reporting more comorbidities; being unmarried, difficulty paying bills, being disabled from work, not having a college degree, younger age, higher body mass index, having had COVID multiple times, worse reported QOL, greater reported financial hardship and worry; maladaptive coping, and worse healthcare disruption, health/healthcare stress, racial-inequity stress, family-relationship problems, and social support. Multivariate modeling revealed that financial hardship, worry, risk-taking, comorbidities, health/healthcare stress, and younger age were risk factors for higher symptom burden, whereas social support and reducing substance use were protective factors. Long-COVID symptom burden is associated with substantial, modifiable social and behavioral factors. Most notably, financial hardship was associated with more than three times the risk of high versus low Long-COVID symptom burden. These findings suggest the need for multi-pronged support in the absence of a cure, such as symptom palliation, telehealth, social services, and psychosocial support.

Identifying modifiable risk factors to improve immigrant breast cancer screening in the United States.

1530 Background: Despite marked reductions in breast cancer mortality since 1990, recent data suggest that progress has slowed—owing in part to plateaus in breast cancer screening in underserved populations. Historically low rates of screening coupled with rising breast cancer incidence make immigrants an important population for targeted intervention. Herein, we (1) compare contemporary rates of breast cancer screening among immigrants versus US natives; and (2) identify modifiable risk factors to inform the development of interventions to improve screening among immigrants in the United States. Methods: Using data from the 2019 and 2021 National Health Interview Surveys, screening eligible female participants (ages 40-79 years old) were identified, then classified by immigrant status as defined by nativity (US native vs. foreign-born). Primary outcome was receipt of screening mammogram in the last two years. Logistic regression models examined associations between immigrant status and mammography, with and without adjustments for age, metropolitan residence, overall health status, and survey year. Sequential analysis was then used to assess the degree to which modifiable social risk factors influence the magnitude of the association between immigrant status and mammography. Results: Of 20,090 female participants included in the study, 20% were immigrants. Compared to US natives, immigrants were less likely to have received a mammogram in the last two years (67% vs. 72%, aOR [95%CI], 0.87 [0.78-0.96], p=0.006)—an effect that was most pronounced among immigrant noncitizens (57%; 0.55 [0.47-0.64], p&lt;0.001) but reversed among immigrants with US citizenship (74%; 1.14 [1.01-1.29], p=0.03). Of the factors assessed, having a usual source of care (5.73 [4.77-6.87]) or insurance (4.60 [3.74-5.67]) was associated with the greatest odds of biennial mammography, followed by educational attainment (1.38 [1.19-1.60]) and employment (1.19 [1.09-1.30]; all p&lt;0.001). While having a usual source of care or employment attenuated—but did not eliminate—the association between immigrant status and mammography (0.87 [0.78-0.96], p=0.01 and 0.89 [0.80-0.99], p=0.03, respectively), this finding was not observed upon inclusion of insurance status or education in sequential models (0.97 [0.87-1.09], p=0.6 and 1.09 [0.96-1.21], p=0.13, respectively). With respect to insurance type, Medicare Advantage (4.60 [3.74-5.67]) conferred the largest benefit, followed by private insurance (4.54 [4.00-5.26]), Medicaid (2.63 [2.20-3.14]), and Medicare (4.39 [3.53-5.46]; all p&lt;0.001). Conclusions: Breast cancer screening remains low in noncitizen immigrant populations. Targeted interventions to improve access to health insurance coverage and primary care for noncitizens may be most effective for improving rates of screening mammography among immigrants and thus warrant further investigation.

Discrimination and perinatal depressive symptoms: The protective role of social support and resilience

BackgroundDiscrimination is an important social determinant of perinatal depression; however, evidence is limited regarding modifiable social and psychological factors that may moderate this association. We examined whether social support and resilience could protect against the adverse effects of discrimination on perinatal depressive symptoms. MethodsPregnant people (N = 589) receiving Expect With Me group prenatal care in Nashville, TN and Detroit, MI completed surveys during third trimester of pregnancy and six months postpartum. Linear regression models tested the association between discrimination and depressive symptoms, and the moderating effects of social support and resilience, during pregnancy and postpartum. ResultsThe sample was predominantly Black (60.6 %), Hispanic (15.8 %) and publicly insured (71 %). In multivariable analyses, discrimination was positively associated with depressive symptoms during pregnancy (B = 4.44, SE = 0.37, p ≤0.001) and postpartum (B = 3.78, SE = 0.36, p < 0.001). Higher social support and resilience were associated with less depressive symptoms during pregnancy (B = -0.49, SE = 0.08, p < 0.001 and B = -0.67, SE = 0.10, p < 0.001, respectively) and postpartum (B = -0.32, SE = 0.07, p < 0.001 and B = -0.56, SE = 0.08, p < 0.001, respectively). Social support was protective against discrimination (pregnancy interaction B = -0.23, SE = 0.09, p = 0.011; postpartum interaction B = -0.35, SE = 0.07, p < 0.001). There was no interaction between discrimination and resilience at either time. LimitationsThe study relied on self-reported measures and only included pregnant people who received group prenatal care in two urban regions, limiting generalizability. ConclusionsSocial support and resilience may protect against perinatal depressive symptoms. Social support may also buffer the adverse effects of discrimination on perinatal depressive symptoms, particularly during the postpartum period.

Progress made toward equitable transplantation in children and young adults with kidney disease.

Racial disparities in pediatric kidney transplantation have been well described over the last two decades and include disparities in preemptive transplantation, waitlisting, time from activation to transplantation, living donation, and graft outcomes. Changes to the organ allocation system including the institution of Share 35 in 2005 and the Kidney Allocation System (KAS) of 2014 have resulted in resolution of some, but not all racial-ethnic disparities. Despite overall improvements in time from waitlist activation to transplant, disparities remain in preemptive transplantation, time to waitlisting, and living donor transplantation. Although improving under the KAS, racial disparities remain in graft survival as well. Racial disparity in kidney transplant access and graft survival is an international problem within pediatric nephrology. Although the racial group affected may differ, various minoritized pediatric groups across the world are affected by transplant disparities. Social determinants of health including financial access, language barriers, and the presence of a healthy living donor play a role in mediating these disparities. Further investigation is needed to better understand and intervene upon modifiable social, biological, and cultural factors driving the remaining disparity in transplant outcomes.

Supported employment as a global mental health intervention.

The global health community has recognized that social determinants of health account for most of the inequities of health outcomes, including mental health outcomes, across and within countries. Strategies to overcome such inequities must focus on modifiable social factors. In this viewpoint, we argue for the preeminence of employment among social determinants of mental health for several reasons. People with mental health disabilities want to work, and a well-validated model of supported employment that is effective and cost-effective now exists. Employment leads to improvements in income, daily structure, self-esteem, social support, community integration and illness management, and people who are employed experience fewer emergencies and hospitalizations. Employment is empowering because people can use added income to activate their own choices regarding other social determinants. Supported employment actualizes the recovery paradigm: People who are employed in competitive jobs of their choice develop a meaningful functional life, increased self-esteem and new social supports. We provide examples of supported employment developments in diverse settings and discuss the implications of scaling up these services worldwide.

THE SOCIAL DETERMINANTS OF BRAIN HEALTH: FROM THE SEARCH FOR MECHANISMS TO RECOMMENDATIONS TO INCREASE EQUITY

Abstract Dementia risk has been established to be partly attributable to modifiable social and behavioral risk factors. However, the biological pathways behind these associations and the effects of intervening on present risk factors to reduce dementia risk have not been fully elucidated. The symposium will present latest research on the social determinants of brain health and dementia. We will explore proposed mechanisms between modifiable risk factors and risk of dementia, and present findings on the modifiability of dementia risk through addressing risk factors. Specifically, the first presentation reports analyses testing possible pathways from socioeconomic status, notably childhood and adulthood indicators such as (parental) education and occupation, to cognitive functioning in later mid-adulthood via indicators of brain damage and white matter connectivity with the Maastricht Study. The second presentation reports empirical analyses testing the possible mediating role of the gut microbiome in the relationships between social and modifiable risk factors and Mild Cognitive Impairment with data of the controls of the Luxembourg Parkinson’s Study. The third presentation reports on the associations between hearing loss as a modifiable risk factor and incident dementia in the UK Biobank and investigates the potential to modify hearing loss-associated dementia risk through the use of hearing aids. Lastly, the fourth presentation moves to recommendations for policy and government action. It gives an overview of various fields in which policy and legislation could implement cognitive impact assessments to protect individuals’ cognition, with the aim of improving population brain health and health equity. This is a Brain Interest Group Sponsored Symposium.

Physical Inactivity and Social Determinants of Health Among Older Adults with Mild Cognitive Impairment and Dementia

AbstractBackgroundPhysical activity can improve the physical health of people living with mild cognitive impairment (MCI) and dementia and may have cognitive benefits. Identifying modifiable social factors inhibiting physical activity among this group is important. We examined the relationship between reported physical activity levels and social determinants of health (SDOH) in a population of older adults living with MCI or dementia.MethodWe included people with a diagnosis of MCI or dementia, age 55 years and older, who were empaneled to Community Internal Medicine at Mayo Clinic (Rochester, Minnesota), had a clinic visit between June 1, 2019 and June 30, 2021 and had completed a SDOH questionnaire. We focused on 8 SDOH domains: education, depression, alcohol use, stress, financial resource strain, social connections, food insecurity and transportation needs. Self‐reported activity levels were categorized as inactive (0 minutes of exercise per week), insufficiently active (10‐140 minutes per week) or sufficiently active (≥150 minutes per week). SDOH domains were compared according to physical activity level using χ2 tests and multinomial logistic regression.ResultA total of 3224 persons with MCI (n = 1371) or dementia (n = 1853) who had completed questions on physical activity were included. Of these, 1936 (60%) were characterized as physically inactive and 837 (26%) insufficiently active. Characteristics associated with an increased likelihood of physical inactivity were older age, female sex, obesity, lower education, dementia diagnosis, depression risk and increased social isolation (all p&lt;0.001).ConclusionPhysical inactivity is common among people living with MCI and dementia. Physical activity levels may be influenced by many modifiable factors, highlighting potential areas for intervention in this population.

Exploring social determinants of health and physical activity levels in older adults living with mild cognitive impairment and dementia in the Upper Midwest of the United States

BackgroundPhysical activity can improve physical health for people living with mild cognitive impairment (MCI) and dementia and may have cognitive benefits. Identifying modifiable social factors inhibiting physical activity among this group is needed. We sought to examine the relationship between reported physical activity levels and social determinants of health (SDOH) in a population of older adults living with MCI or dementia. MethodsThis descriptive study included people with a diagnosis of MCI or dementia followed by Community Internal Medicine at Mayo Clinic (Rochester, Minnesota, United States), aged over 55 years, who had a clinic visit between June 1, 2019 and June 30, 2021 and had completed a SDOH questionnaire. We focused on 8 SDOH domains: education, depression, alcohol use, stress, financial resource strain, social connections, food insecurity, and transportation needs. Data were analyzed based on physical activity level (inactive, insufficiently active, sufficiently active). SDOH domains were compared according to physical activity level using the χ2 test and multinomial logistic regression. ResultsA total of 3224 persons with MCI (n = 1371) or dementia (n = 1853) who had completed questions on physical activity were included. Of these, 1936 (60%) were characterized as physically inactive and 837 (26%) insufficiently active. Characteristics associated with an increased likelihood of physical inactivity were older age, female sex, obesity, lower education, dementia diagnosis, screening positive for depression and increased social isolation (p < 0.001). ConclusionsPhysical inactivity is common among people living with MCI and dementia. Physical activity levels may be influenced by many factors, highlighting potential areas for intervention.

Deprivation and segregation in ovarian cancer survival among African American women: a mediation analysis

PurposeDeprivation and segregation indices are often examined as possible explanations for observed health disparities in population-based studies. In this study, we assessed the role of recognized deprivation and segregation indices specifically as they affect survival in a cohort of self-identified Black women diagnosed with ovarian cancer who enrolled in the African American Cancer Epidemiology Study. MethodsMediation analysis was used to examine the direct and indirect effects between deprivation or segregation and overall survival via a Bayesian structural equation model with Gibbs variable selection. ResultsThe results suggest that high socioeconomic status-related indices have an association with increased survival, ranging from 25% to 56%. In contrast, index of concentration at the extremes-race does not have a significant impact on overall survival. In many cases, the indirect effects have very wide credible intervals; consequently, the total effect is not well estimated despite the estimation of the direct effect. ConclusionsOur results show that Black women living in higher socioeconomic status neighborhoods are associated with increased survival with ovarian cancer using area-level economic indices such as Yost or index of concentration at the extremes-income. In addition, the Kolak urbanization index has a similar impact and highlights the importance of area-level deprivation and segregation as potentially modifiable social factors in ovarian cancer survival.

1320-P: Causal Mediators of Underlying Socioeconomic Status Disparities in Hospitalization Risk among Patients with Type 2 Diabetes (T2D)

Socioeconomically disadvantaged groups carry a disproportionally increased risk of T2D-related adverse outcomes, yet few studies have addressed how modifiable social risk factors drive such health disparities. We aimed to estimate to what extent housing instability explained unemployment or education disparities in hospitalization risk in patients with T2D. We used electronic health records data from the University of Florida Health System and identified patients with T2D in 2015-2020. We conducted causal mediation analyses using marginal structural models to test the causal mediator role of housing insecurity in the association between education or employment and hospitalization risk. Of 9,144 eligible patients, mean (SD) age was 58 (13) years, and 17% were hospitalized in the follow-up year. We observed an increased hospitalization risk in those who were unemployed (odds ratio [OR]: 1.21, 95% CI: 1.04-1.41) and those with lower education levels (1.38 [1.17-1.62]). Housing insecurity, as a causal mediator, explained 11% of the unemployment-hospitalization association, but it had minimal contribution to the education-hospitalization association (2%). Unemployment status and lower education were associated with an increased risk of hospitalization in T2D. Housing insecurity modestly contributed to unemployment disparities in hospitalization risk in T2D. Disclosure W.Chen: None. Y.Huang: None. W.T.Donahoo: None. J.Bian: None. J.Guo: Consultant; Pfizer Inc., Research Support; PhRMA Foundation, NIH - National Institutes of Health. Funding National Institute of Diabetes and Digestive and Kidney Diseases (R01DK133465)

Social determinants of outcomes in nonoperatively treated proximal humerus fractures

Proximal humerus fractures (PHFs) are common fractures especially in the elderly, with most fractures being managed nonoperatively. Traditional biomedical factors such as radiological alignment have not been able to meaningfully predict comfort and capability after PHFs. Conversely, recent literature has increasingly recognized the role of psychological factors in determining comfort and capability after PHFs. Nonetheless, less is known about the impact of social factors. Additional study of these potentially modifiable social factors as targets for enhancing recovery from injury is merited. Among people recovering from a nonoperatively- treated proximal humerus fracture (PHF) we studied the social factors associated with patient-reported outcomes at 6 months and 1 year. One hundred seventy-one patients who received nonoperative management of a PHF completed baseline measures of sociodemographic characteristics (age, gender, race, employment status, household income, educational level, presence of domestic workers, housing type, and smoking status). Six and 12 months after fracture, participants completed the Oxford Shoulder Score (OSS), Quick Disabilities of the Arm, Shoulder and Hand (QuickDASH) and EuroQol-5-Dimensions (EQ5D) measures of comfort and capability. The relationship between capability and social factors was assessed using linear regression modelling, accounting for potential confounding from age, fracture severity assessed using Neer classification, premorbid comorbidities measured by Charlson Comorbidity Index, and premorbid functional status measured by Parker Mobility Index and Barthel Index. Lower capability (higher QuickDASH scores) 6 months and 1 year after fracture were associated with being unemployed (coef:-5.02 [95% CI:-9.96 to-0.07]; P=.047) and having domestic workers at home (coef: 8.63 [95% CI: 1.39 to 15.86]; P=.020), but not with Neer classification. Both greater shoulder discomfort and magnitude of incapability (lower OSS scores) and worse general quality of life (lower EQ5D scores) were associated with having domestic workers (coef:-4.07 [95% CI:-6.62 to-1.53]; P=.002 and coef:-0.18 [95% CI:-0.29 to-0.07]; P=.001 respectively) or living in an assisted care facility (coef:-14.82 [95% CI:-22.24 to-7.39]; P<.001 and coef:-0.59 [95% CI:-0.90 to-0.29] P<.001). The finding that people recovering from PHF experience less incapability in proportion to their social independence (employment, absence of a caregiver such as domestic workers at home and living outside care facilities) emphasizes the important associations of social factors to musculoskeletal health, and the utility of accounting for social factors in the development and assessment of care strategies.

Cognitive Function in People With Familial Risk of Depression

Cognitive impairment in depression is poorly understood. Family history of depression is a potentially useful risk marker for cognitive impairment, facilitating early identification and targeted intervention in those at highest risk, even if they do not themselves have depression. Several research cohorts have emerged recently that enable findings to be compared according to varying depths of family history phenotyping, in some cases also with genetic data, across the life span. To investigate associations between familial risk of depression and cognitive performance in 4 independent cohorts with varied depth of assessment, using both family history and genetic risk measures. This study used data from the Three Generations at High and Low Risk of Depression Followed Longitudinally (TGS) family study (data collected from 1982 to 2015) and 3 large population cohorts, including the Adolescent Brain Cognitive Development (ABCD) study (data collected from 2016 to 2021), National Longitudinal Study of Adolescent to Adult Health (Add Health; data collected from 1994 to 2018), and UK Biobank (data collected from 2006 to 2022). Children and adults with or without familial risk of depression were included. Cross-sectional analyses were conducted from March to June 2022. Family history (across 1 or 2 prior generations) and polygenic risk of depression. Neurocognitive tests at follow-up. Regression models were adjusted for confounders and corrected for multiple comparisons. A total of 57 308 participants were studied, including 87 from TGS (42 [48%] female; mean [SD] age, 19.7 [6.6] years), 10 258 from ABCD (4899 [48%] female; mean [SD] age, 12.0 [0.7] years), 1064 from Add Health (584 [49%] female; mean [SD] age, 37.8 [1.9] years), and 45 899 from UK Biobank (23 605 [51%] female; mean [SD] age, 64.0 [7.7] years). In the younger cohorts (TGS, ABCD, and Add Health), family history of depression was primarily associated with lower performance in the memory domain, and there were indications that this may be partly associated with educational and socioeconomic factors. In the older UK Biobank cohort, there were associations with processing speed, attention, and executive function, with little evidence of education or socioeconomic influences. These associations were evident even in participants who had never been depressed themselves. Effect sizes between familial risk of depression and neurocognitive test performance were largest in TGS; the largest standardized mean differences in primary analyses were -0.55 (95% CI, -1.49 to 0.38) in TGS, -0.09 (95% CI, -0.15 to -0.03) in ABCD, -0.16 (95% CI, -0.31 to -0.01) in Add Health, and -0.10 (95% CI, -0.13 to -0.06) in UK Biobank. Results were generally similar in the polygenic risk score analyses. In UK Biobank, several tasks showed statistically significant associations in the polygenic risk score analysis that were not evident in the family history models. In this study, whether assessed by family history or genetic data, depression in prior generations was associated with lower cognitive performance in offspring. There are opportunities to generate hypotheses about how this arises through genetic and environmental determinants, moderators of brain development and brain aging, and potentially modifiable social and lifestyle factors across the life span.

Temporal association of pre-pandemic perceived social support with psychological resilience and mental well-being during the COVID-19 pandemic among people with a history of injection drug use

BackgroundThere are limited data on whether modifiable social factors foster psychological resilience and mental well-being among people who use drugs following Big Events. We examined the temporal association of pre-pandemic perceived social support with psychological resilience and negative mental health symptoms during the COVID-19 pandemic among people with a history of injection drug use. MethodsBetween June and September 2020, we conducted a telephone survey among 545 participants in the AIDS Linked to the IntraVenous Experience (ALIVE) study: a community-based cohort of adults with a history of injection drug use. Leveraging data from study visits in 2018-early 2020, associations of pre-pandemic perceived social support with psychological resilience scores (range=1–5) and the probability of negative mental health symptoms during the pandemic were assessed using multivariable linear and modified Poisson regression models, respectively. ResultsParticipants’ median age was 58 years, 38.2% were female, 83.3% identified as Black, and 30.3% were living with HIV. During the pandemic, 14.5% had low (<3) resilience scores, 36.1% experienced anxiety, and 35.8% reported increased loneliness. Compared to participants in the lowest tertile of pre-pandemic social support, participants in the highest tertile had higher mean resilience scores (β = 0.27 [95% CI = 0.12, 0.43]), a lower probability of anxiety (prevalence ratio [PR] = 0.71 [95% CI = 0.52, 0.96]), and a lower probability of increased loneliness (PR = 0.62 [95% CI = 0.45, 0.84]). ConclusionsPre-pandemic perceived social support was associated with greater psychological resilience and generally better mental well-being during the pandemic. Interventions that improve social support may foster psychological resilience and protect the mental well-being of people who use drugs, especially during periods of social disruption.

Association of Unmet Social Needs With Level of Capability in People With Persistent Knee Pain.

Musculoskeletal providers are increasingly recognizing the importance of social factors and their association with health outcomes as they aim to develop more comprehensive models of care delivery. Such factors may account for some of the unexplained variation between pathophysiology and level of pain intensity and incapability experienced by people with common conditions, such as persistent nontraumatic knee pain secondary to osteoarthritis (OA). Although the association of one's social position (for example, income, employment, or education) with levels of pain and capability are often assessed in OA research, the relationship between aspects of social context (or unmet social needs) and such symptomatic and functional outcomes in persistent knee pain are less clear. (1) Are unmet social needs associated with the level of capability in patients experiencing persistently painful nontraumatic knee conditions, accounting for sociodemographic factors? (2) Do unmet health-related social needs correlate with self-reported quality of life? We performed a prospective, cross-sectional study between January 2021 and August 2021 at a university academic medical center providing comprehensive care for patients with persistent lower extremity joint pain secondary to nontraumatic conditions such as age-related knee OA. A final 125 patients were included (mean age 62 ± 10 years, 65% [81 of 125] women, 47% [59 of 125] identifying as White race, 36% [45 of 125] as Hispanic or Latino, and 48% [60 of 125] with safety-net insurance or Medicaid). We measured patient-reported outcomes of knee capability (Knee injury and Osteoarthritis Outcome Score for Joint Replacement), quality of life (Patient-Reported Outcome Measure Information System [PROMIS] Global Physical Health and PROMIS Global Mental Health), and unmet social needs (Accountable Health Communities Health-Related Social Needs Survey, accounting for insufficiencies related to housing, food, transportation, utilities, and interpersonal violence), as well as demographic factors. After controlling for demographic factors such as insurance status, education attained, and household income, we found that reduced knee-specific capability was moderately associated with experiencing unmet social needs (including food insecurity, housing instability, transportation needs, utility needs, or interpersonal safety) (standardized beta regression coefficient [β] = -4.8 [95% confidence interval -7.9 to -1.7]; p = 0.002 and substantially associated with unemployment (β = -13 [95% CI -23 to -3.8]; p = 0.006); better knee-specific capability was substantially associated with having Medicare insurance (β = 12 [95% CI 0.78 to 23]; p = 0.04). After accounting for factors such as insurance status, education attained, and household income, we found that older age was associated with better general mental health (β = 0.20 [95% CI 0.0031 to 0.39]; p = 0.047) and with better physical health (β = 0.004 [95% CI 0.0001 to 0.008]; p = 0.04), but effect sizes were small to negligible, respectively. There is an association of unmet social needs with level of capability and unemployment in patients with persistent nontraumatic knee pain. This finding signals a need for comprehensive care delivery for patients with persistent knee pain that screens for and responds to potentially modifiable social risk factors, including those based on one's social circumstances and context, to achieve better outcomes. Level II, prognostic study.

Gender Differences in Socio-Demographic Factors Associated with Pre-Frailty in Japanese Rural Community-Dwelling Older Adults: A Cross-Sectional Study.

To prevent frailty, it is necessary to focus on pre-frailty and consider preventive interventions that incorporate social aspects. This study aimed to explore socio-demographic associations with pre-frailty, focusing on modifiable social factors among community-dwelling older adults in a rural Japanese city. We conducted a self-administered survey on social, physical, and mental factors, and basic attributes, in September 2021. Respondents were classified as frail, pre-frail, or healthy according to their The Kihon Checklist scores. Of the 494 valid responses, 93 respondents classified as pre-frail and 110 as healthy were analyzed. The socio-demographic associations with pre-frailty were investigated by multiple logistic regression, and interactions between gender and other factors were examined. The analysis identified that for both genders, no-community participation in middle age (odds ratio [OR], 1.84; 95% confidence interval [CI], 1.16-2.92) was found to be a social factor associated with pre-frailty. Having friends who listen to one's concerns (OR, 2.54; 95% CI, 1.26-5.10) was a factor for women. This study showed that modifiable social factors associated with pre-frailty were community involvement and being able to share concerns with friends. The findings suggest the need for support that emphasizes social aspects to prevent pre-frailty.

1908. Social Risk Factors for COVID-19-Related Hospitalizations in Adults

Abstract Background During the COVID-19 pandemic, social interventions such as social distancing and mask wearing have been encouraged. Social risk factors for SARS-CoV-2 infection and subsequent hospitalization remain uncertain. Methods Adult patients were eligible if admitted to Emory University Hospital or Emory University Hospital Midtown with acute respiratory infection (ARI) symptoms (≤ 14 days) or an admitting ARI diagnosis from May 2021 – Feb 2022. After enrollment, an in-depth interview identified demographic and social factors (e.g., employment status, smoking history, alcohol use), household characteristics, and pandemic social behaviors. All patients were tested for SARS-CoV-2 using PCR. We evaluated whether these demographic and social factors were related to a positive SARS-CoV-2 test upon admission to hospital with ARI using a logistic regression model. Results 1141 subjects were enrolled and had SARS-CoV-2 PCR results available (700 positive and 441 negative). The median age was greater in the SARS-CoV-2 negative cohort than in the positive cohort (60 and 53 years, respectively; P&amp;lt; .0001). Those who tested positive were more likely to have had at least some college education compared to those who tested negative (64.3% vs 52.3%, P&amp;lt; .0001; adjusted odds ratio [aOR]: 1.4 [95%CI: 1.1, 2.0]). Compared to those who tested negative, those who were SARS-CoV-2 positive were also more likely to be employed (48.9% vs 26.5%, P&amp;lt; .0001; aOR: 1.7 [95%CI: 1.1, 2.3]), have children 5-17 yo at home (27.6% vs 17.9%, P=.0002; aOR: 1.5 [95%CI: 1.1, 2.1]). Those with COVID-19 were less likely to receive home healthcare (6.2% vs 13.3%, P&amp;lt; .0001; aOR: 0.5 [95%CI: 0.4, 0.9]) and to be a current or previous smoker (7.6% vs 17.7%, P&amp;lt; .0001; aOR: 0.3 [95%CI: 0.2, 0.5]). Conclusion Among adults admitted to the hospital for ARI, those who tested positive for SARS-CoV-2 were typically younger, more likely to care for school-aged children, more likely to work outside the home, but were less likely to receive home healthcare or smoke. Personal and public health strategies to mitigate COVID-19 should take into consideration modifiable social risk factors. Disclosures Laura A. Puzniak, PhD. MPH, Merck &amp; Co., Inc.: Stocks/Bonds|Pfizer, Inc.: Stocks/Bonds Robin Hubler, MS, Pfizer Inc.: Employee|Pfizer Inc.: Stocks/Bonds Srinivas Valluri, PhD, Pfizer: Employee|Pfizer: Stocks/Bonds Benjamin Lopman, PhD, Epidemiological Research and Methods, LLC: Advisor/Consultant Satoshi Kamidani, MD, NIH: His institution (Emory University) receives funds from Pfizer for his work as a co-investigator on clinical trials of Pfizer COVID-19 vaccine.|Pfizer: His institution (Emory University) receives funds from Pfizer for his work as a co-investigator on clinical trials of Pfizer COVID-19 vaccine. Christina A. Rostad, MD, BioFire Inc, GSK, MedImmune, Micron, Merck, Novavax, PaxVax, Pfizer, Regeneron, Sanofi-Pasteur.: Grant/Research Support|Meissa Vaccines, Inc.: Co-inventor of RSV vaccine technology licensed to Meissa Vaccines, Inc.|NIH (Funding from NIH to conduct clinical trials of Moderna and Janssen COVID-19 vaccines): Grant/Research Support John M. McLaughlin, PhD, Pfizer: Employee|Pfizer: Stocks/Bonds Evan J. Anderson, MD, GSK: Advisor/Consultant|GSK: Grant/Research Support|Janssen: Advisor/Consultant|Janssen: Grant/Research Support|Kentucky Bioprocessing, Inc: Data Safety Monitoring Board|MedImmune: Grant/Research Support|Medscape: Advisor/Consultant|Merck: Grant/Research Support|Micron: Grant/Research Support|NIH: Funding from NIH to conduct clinical trials of Moderna and Janssen COVID-19 vaccines|PaxVax: Grant/Research Support|Pfizer: Advisor/Consultant|Pfizer: Grant/Research Support|Regeneron: Grant/Research Support|Sanofi Pasteur: Advisor/Consultant|Sanofi Pasteur: Grant/Research Support|Sanofi Pasteur: Data Adjudication and Data Safety Monitoring Boards|WCG and ACI Clinical: Data Adjudication Board.

Applying an ecosystem approach to explore modifiable factors related to the risk for low motor competence in young children

Early childhood is a crucial phase for motor development in which differences between children can manifest. These differences might be related to factors in ecosystems in which children are raised, of which little is currently known. The current study's purpose was to explore which modifiable factors in children's ecosystems are associated with the odds for low versus higher motor competence (MC) in 4- to 6-year-old children. A cross-sectional study design was conducted to investigate which modifiable social and physical factors in the home environment and direct living environment were associated with differences in MC. Children's MC was measured through the Athletic Skills Track in 612 4- to 6-year-olds, from 10 primary schools in Eindhoven, the Netherlands. Parenting practices, characteristics of the home environment, and perceptions of the direct living environment were assessed through parental questionnaires. Hierarchical logistic regression analyses were conducted to evaluate factors associated with low MC in children. The presence of a garden at home and higher perceived sports facilities in the direct living environment decreased the likelihood of children being classified as low MC. Moreover, stronger parental active transportation routines and more discouraging physical activity parenting practices resulted in lower odds of low MC. In addition, girls were more at risk for low MC. Characteristics of the social and physical home environment and direct living environment were associated with MC disparities during early childhood. Both parenting practices and parental physical activity-involved behaviours are relevant modifiable factors related to differences in children's MC.

Social and obstetric risk factors of antenatal depression: A cross-sectional study from South-India.

Antenatal depression is as prevalent as postpartum depression and studies on it are very few. It has been relatively neglected leading to adverse effects on the growing child as well as the mother. Hence screening of depression in high risk individuals, planning and adopting important strategies for prevention needs to be undertaken. Our study aimed to assess the modifiable social and obstetric risk factors of antenatal depression. Third trimester pregnant women of 18-40 years attending obstetric out-patient department and admitted in tertiary hospitals who had no past psychiatric illness were screened using Edinburgh postnatal depression scale after obtaining written consent, socio-demographic and obstetric details. Statistical analysis was calculated using IBM version SPSS 23. Among 222 women recruited, 25.6% had antenatal depression. Significant associations were found between lower level of education (p=0.02,O.R=1.87), urban population (p=0.04,O.R=5.139), intimate partner violence (p=0.01,O.R=15.769), daily alcohol use by husband (p<0.00,O.R=15.281), poor relationship with in-laws (p<0.000,O.R=21.733) and parents (p<0.000,O.R=15.281), number of previous pregnancies (p=0.026,O.R=5.545), parity (p=0.04,O.R=4.187), previous abortions (p=0.007,O.R=2.834), fear of labour (p<0.000,O.R=5.77) and complications during pregnancy (p<0.000,O.R=3.017) with antenatal depression. Living in urban area (p=0.023, A.O.R=3.132), fear of labour (p<0.000, A.O.R=7.398), intimate partner violence (p=0.026, A.O.R=36.655), poor relationship with in-laws (p=0.001, A.O.R=36.855) and parents (p=0.042, A.O.R=8.377) were found to be predictors of antenatal depression. Antenatal depression is multifactorial in origin and requires a multifactorial approach in prevention and treatment. Routine antenatal screening for depression must be conducted with efforts to build strong family, peer and social support at community level.