scholarly journals Practice and Correlates of Cancer Associated Thrombosis: The Impact of Socioeconomic Status

Blood ◽  
2018 ◽  
Vol 132 (Supplement 1) ◽  
pp. 2225-2225
Author(s):  
Jordan K. Schaefer ◽  
Zhenke Wu ◽  
Mengbing Li ◽  
Jennifer J Griggs ◽  
Suman L. Sood

Abstract Introduction: Venous thromboembolism (VTE) is a leading cause of death among cancer patients receiving chemotherapy. Many patients receive non-guideline concordant care for cancer-associated thrombosis (CAT). The factors associated with anticoagulant selection for CAT are not well defined. We hypothesized that three months after an episode of VTE, patients with lower socioeconomic status would be more likely to receive warfarin, compared to the low molecular weight heparin (LMWH) suggested by guidelines during the study period. Methods: We used Optum© Clinformatics® Datamart, a large, de-identified claims database, to identify patients with active cancer over 18 years of age who had at least twelve months of follow-up data with at least one ICD-9-CM code for a diagnosis of cancer between 2007-2015, with a simultaneous or subsequent cancer directed- treatment identified by Healthcare Common Procedure Coding System Codes (HCPCS) code or National Drug Code (NDC) from inpatient or outpatient claims data. This cohort was then limited to patients who later had an ICD-9-CM code for VTE, without a claim for VTE in the preceding 12 months and who were newly started on an outpatient anticoagulant (warfarin, LMWH, or a direct oral anticoagulant, DOAC) by NDC codes. Patients were censored if they had a gap in anticoagulation supply of ≥30 days (for LMWH or DOACs) or ≥60 days for warfarin, without an INR measured at least every 42 days. The primary outcome was the most recent anticoagulant prescription three months after the VTE event. We analyzed the data using multinomial logistic regression with patient- and prescription-level covariates including demographics, recent hospitalization, comorbidities, concomitant medications, type of thrombosis and cancer, education, household income, region, and insurance type. We also compared the co-payments of the most recent anticoagulant prescription filled. Results: A total of 12,622 patients met the inclusion criteria, 1,485 (12%) on LMWH, 1,546 (12%) on DOACs, and 9,591 (76%) on warfarin. The most common cancer groups represented were breast (19%), genitourinary (17%), and gastrointestinal (14%). The type of CAT was most often lower extremity deep vein thrombosis (DVT, 22%), DVT and pulmonary embolism (PE, 22%), and isolated PE (16%). Approximately 17% of patients were hospitalized within the 28 days prior to the episode of CAT. Regression analysis showed that, when controlling for other factors, patients with neurologic (p<0.001), gastrointestinal (p=0.002), gynecologic (p=0.017), or lung cancers (p=0.04) were more likely to receive LMWH while patients with breast (p<0.001) and genitourinary (p<0.001) cancers were more likely to receive warfarin. Patients with isolated lower extremity DVT were less likely to receive LMWH (p=0.005). Comorbidities, as reflected by the Charlson comorbidity index, were not significantly associated with which anticoagulant a patient received. Geographic variation was also evident. Compared to the Central Northeast US, patients in the Central Southeast (p<0.001) and Mountain regions (p<0.001) were less likely to receive LMWH, while the Mid-Atlantic (p<0.001) and New England (p<0.001) regions were more likely to receive LMWH. Patients with a Bachelor's degree or greater education had a 22% greater probability of receiving LMWH (p=0.004) and a 22% (p=0.02) greater probability of receiving a DOAC compared to having less than a Bachelor's degree. Additionally, having a household income >$100,000 was associated with a significantly higher probability of receiving LMWH than for all income levels <$60,000 (p=0.002-<0.001). Average co-pays were lowest for warfarin, followed by the DOACs, and then LMWH (mean $8 for warfarin, $45 for DOACs, $76 for LMWH, median $6 for warfarin, $35 for DOACs, and $25 for LMWH, standard deviation $8 for warfarin, $55 for DOACs, and $230 for LMWH, p<0.001). Conclusions: Patients of lower socioeconomic status who developed CAT, as reflected by a lower household income or lower education, were less likely to receive LMWH than warfarin at three months after their VTE event. Significant regional variation in CAT management was also evident. CAT is associated with significant morbidity. Further attention to the impact of socioeconomic variables on prescribing practices is needed to ensure equitable and optimal anticoagulant access for all CAT patients. Disclosures No relevant conflicts of interest to declare.

2020 ◽  
Author(s):  
Byungmi Kim ◽  
Eun Young Park

Abstract Background: Accumulating evidence supports the existence of a metabolic–mood syndrome. Lower socioeconomic status (SES) is correlated with a higher prevalence of both depression and metabolic syndrome (MS). However, the nature of this association remains poorly understood. The objective of this study was to examine whether the combination of MS and lower SES was associated with the prevalence of depression. Methods: We conducted a cross-sectional study of 24,102 adults (>19 years of age) who participated in the 2008–2013 Korean National Health and Nutrition Examination Survey and for whom MS and depression data were available. MS was defined using the diagnostic criteria of the modified National Cholesterol Education Program Adult Treatment Panel III. Depression was assessed using a questionnaire. Multiple logistic regression analysis was used to evaluate the association between depression and MS as well as SES (alone and in combination). Results: Overall, 622 of the 24,102 subjects (2.2%) met the criteria for depression. The prevalence of depression was associated with MS, a lower high-density lipoprotein cholesterol level, an elevated triglyceride level, a lower education level, and a lower household income. Participants with MS and a low SES had a higher likelihood of depression than those without MS and a high SES (odds ratio [OR]=4.180 for low education level and OR=3.994 for low household income level). Conclusions: This study suggests that the combination of SES and MS may play an important role in depression, which has implications for healthcare policy and depression management.


Trauma ◽  
2020 ◽  
pp. 146040862097569
Author(s):  
Jeffrey M Henstenburg ◽  
Alexander M Lieber ◽  
Anthony J Boniello ◽  
Yehuda E Kerbel ◽  
Mitesh Shah

Introduction Alternative payment models, such as bundled payments, have been proposed to control rising costs in orthopaedic trauma surgery. Without risk adjustment models, concerns exist about the financial burden incurred by so called “safety-net hospitals” that serve patients of lower socioeconomic status. The purpose of this study was to determine whether lower socioeconomic status was associated with increased complications and subsequently higher resource utilization following surgical treatment of high-energy lower extremity fractures. Methods The National Inpatient Sample database was queried for patients who underwent surgical fixation of the femur and tibia between 2005–2014. The top and bottom income quartiles were compared. Demographics, medical comorbidities, length of stay (LOS), complications, in-hospital mortality were compared between patients of top and bottom income quartiles. Multivariate logistic regression analysis was then performed to identify factors independently associated with complications, mortality, and increased resource utilization. Results Patients with femur fracture in the bottom income quartile had longer length of stay (6.9 days vs 6.5 days, p < 0.001) and a higher mortality rate (1.9% vs 1.7%, p = 0.034). Patients with tibia fracture in the bottom income quartile had greater complication rates (7.3% vs 6.1%, p < 0.001), longer length of stay (5.3 days vs. 4.5 days, p < 0.001), and higher mortality (0.3% vs. 0.2%, p < 0.001). Conclusions Lower income status is associated with increased in-hospital mortality and longer length of stay in patients following lower extremity fractures. Risk adjustment models should consider the role of socioeconomic status in patient resource utilization to ensure continued access to orthopedic trauma care for all patients.


Author(s):  
Tao Guoqing

With the continuous and deepening of urbanization in my country, more and more migrant laborers appear, accompanied by the emergence of left-behind children. As a representative of children with lower socioeconomic status, left-behind children in rural areas have different degrees of problems in physical and mental health and learning. This article uses China’s education tracking survey data to empirically analyze the impact of parents’going out on the mental health of left-behind children in rural areas. The study found that mothers play an indispensable role in the growth of children and have a significant impact on the development of children’s mental health. Therefore, in the policy of focusing on the protection of left-behind children, it is necessary to rationally allocate the arrangements for parents to take care of home and work outside to create a normal and suitable family atmosphere for the left-behind children.


2020 ◽  
Vol 41 (Supplement_1) ◽  
pp. S85-S86
Author(s):  
Shawn Tejiram ◽  
Eve A Solomon ◽  
David G Greenhalgh ◽  
Tina L Palmieri ◽  
Soman Sen ◽  
...  

Abstract Introduction Methamphetamine (MA) abuse among burn injured patients is associated with lower socioeconomic status, larger burn injuries, and longer lengths of stay. While overlap among MA and opioid abuse has risen, studies examining the impact of MA abuse and socioeconomic status on opioid requirements in burn injured patients remain limited. The aim of this work was to examine the impact of MA abuse and socioeconomic status on discharge opioid requirements in burn injured patients. Methods Records on burn injured patients admitted to an ABA verified burn center were retrospectively reviewed from January 2016 to December 2017. Demographics, burn size (TBSA), admission toxicity screening, discharge pain scores, length of stay (LOS), adjuvant pain medications, and opioid equivalents (OE) within 24 hours of discharge were reviewed. OEs were determined by conversion of narcotics to oral morphine equivalents. Patients were grouped into methamphetamine positive (MPOS) or negative groups (MNEG) for comparison purposes. Results Of 690 patients who met inclusion criteria, 451 admission toxicity screening exams were performed that identified 170 patients positive for methamphetamine abuse. MNEG patients had significantly higher OE (p=0.03) requirements than MPOS patients. No significant differences were noted between gender (p=0.22), TBSA (p=0.70), benzodiazepine use (p=0.87), or clonidine use (p = 0.88) between groups. MPOS patients were less likely to receive gabapentin (p=0.03). OE and OE/TBSA requirements correlated with discharge pain score (p &lt; 0.001) and LOS (p &lt; 0.001). A significantly higher level of poverty was seen in MPOS patients (p &lt; 0.0001), but poverty itself was not a predictor of OE (p = 0.66), OE/TBSA (p = 0.90), pain score (p = 0.28), or LOS (0.49). Multivariate linear regression found MNEG status (p=0.003), TBSA (p&lt; 0.0001), and pain score (p&lt; 0.0001) were independently associated with OE. Conclusions Though lower socioeconomic status was seen more in patients with MA abuse, it was not associated with opioid use or pain scores. While it is generally believed that MPOS patients require more pain medication, this was not the case in our current study population. Additional work will be necessary to determine techniques to improve pain control. Applicability of Research to Practice Given the opioid crisis, it is critical to understand factors that determine pain medication usage in this patient population to decrease the use of narcotics while improving pain control.


2003 ◽  
Vol 9 (1) ◽  
pp. 19-40 ◽  
Author(s):  
SARA SANDERS ◽  
PEGGY MCFARLAND ◽  
JILL SUNDAY BARTOLLI

This study1 examines the effect of service-learning in urban settings on students' values and their attitudes toward individuals of lower socioeconomic status and of different racial and ethnic back grounds. A series of focus groups was conducted during one semester to identify changes in students' attitudes. A series of themes was identified, which demonstrated how students' attitudes toward people of lower socioeconomic status changed as a result of the service-learning experience. This study also includes strategies for integrating service-learning in social work education.


2020 ◽  
Vol 30 (Supplement_5) ◽  
Author(s):  
E Raittio ◽  
S Huumonen ◽  
A L Suominen

Abstract Background Socioeconomically better-off tend to receive better care, and to benefit more from care they receive, than the less well-off. The technical quality of root fillings can be assessed radiographically. Our aim was to investigate differences in the technical quality of root fillings according to socioeconomic status not studied before. Methods In the Finnish Health 2000 Survey, a sample of 8 028 over 29-year-old adults was selected by a stratified two-staged cluster sampling. Of these, 6 115 (76%) underwent panoramic radiography. A total of 7 986 endodontically treated teeth were detected among 3 905 participants. The criterion for a technically inadequate root filling was a distance from the root filling to the root apex of over 3 mm or material over the apex. Education, employment status and household income were used as measures of socioeconomic status. Differences in the quality of root fillings according to socioeconomic status were investigated using the Multiple Additive Regression Tree mediation analysis, taking into account age, gender and tooth type of the root filled tooth. Results Almost half (47%) of the root fillings were inadequate. Root filling quality was associated particularly with age of the participant and type of tooth. Mediation analysis showed that among the over 64-year-olds, higher education or income were associated with a slightly higher probability of inadequate root filling quality (ORs 1.15-1.20, p &lt; 0.05). Among the under 65-year-olds, age of the participant and type of tooth explained the observed variations in root filling quality according to socieconomic status, and socioeconomic status had no influence (ORs 0.99-1.02, p &gt; 0.05). Conclusions Those in a lower socioeconomic status had not received poorer endodontic treatment quality. It seems that those in a lower socioeconomic status are not prone to receive poorer quality care in endodontic setting, that they tend to receive in longer and more socially complex treatments. Key messages Variations in the technical quality of root fillings by socioeconomic status has not been studied. Lower socioeconomic status was not associated with poorer technical quality of root fillings.


SLEEP ◽  
2021 ◽  
Author(s):  
Ga Bin Lee ◽  
Hyeon Chang Kim ◽  
Ye Jin Jeon ◽  
Sun Jae Jung

Abstract Study Objectives We aimed to examine whether associations between socioeconomic status (SES) and longitudinal sleep quality patterns are mediated by depressive symptoms. Methods We utilized data on 3347 participants in the Korean Genome and Epidemiology Study aged 40–69 years at baseline from 2001 to 2002 who were followed up for 16 years. A group-based modeling approach was used to identify sleep quality trajectories using the Pittsburgh Sleep Quality Index (years 2, 6, 8, 10, and 12). Educational attainment (college graduated or less), monthly household income (≥$2500 or less), and occupation (unemployed, manual labor, and professional labor) at baseline (year 0) were used for analyses. Depressive symptoms were assessed using Beck’s Depression Inventory at year 4. Associations between SES and sleep quality patterns were examined using a multinomial logistic regression model. The mediation effect of depressive symptoms was further examined using PROC CAUSALMED. Results We identified five distinct sleep quality trajectories: “normal-stable” (n = 1697), “moderate-stable” (n = 1157), “poor-stable” (n = 320), “developing to poor” (n = 84), and “severely poor-stable” (n = 89). Overall, associations between SES levels and longitudinal sleep patterns were not apparent after full adjustment for sociodemographic and lifestyle factors measured at baseline. Depressive symptoms, however, tended to fully mediate associations between SES levels and sleep quality patterns (odds ratio range for indirect effects of depressive symptoms: for education, 1.05-1.17; for income, 1.05-1.15). Conclusion A significant mediating role for depressive symptoms between SES levels and longitudinal sleep quality warrants consideration among mental healthcare professionals.


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