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Alternative causal inference methods in population health research: Evaluating tradeoffs and triangulating evidence

Matthay, Ellicott C; Hagan, Erin; Gottlieb, Laura M; Tan, May Lynn; Vlahov, David; Adler, Nancy E; Glymour, M Maria
Population health researchers from different fields often address similar substantive questions but rely on different study designs, reflecting their home disciplines. This is especially true in studies involving causal inference, for which semantic and substantive differences inhibit interdisciplinary dialogue and collaboration. In this paper, we group nonrandomized study designs into two categories: those that use confounder-control (such as regression adjustment or propensity score matching) and those that rely on an instrument (such as instrumental variables, regression discontinuity, or differences-in-differences approaches). Using the Shadish, Cook, and Campbell framework for evaluating threats to validity, we contrast the assumptions, strengths, and limitations of these two approaches and illustrate differences with examples from the literature on education and health. Across disciplines, all methods to test a hypothesized causal relationship involve unverifiable assumptions, and rarely is there clear justification for exclusive reliance on one method. Each method entails trade-offs between statistical power, internal validity, measurement quality, and generalizability. The choice between confounder-control and instrument-based methods should be guided by these tradeoffs and consideration of the most important limitations of previous work in the area. Our goals are to foster common understanding of the methods available for causal inference in population health research and the tradeoffs between them; to encourage researchers to objectively evaluate what can be learned from methods outside one's home discipline; and to facilitate the selection of methods that best answer the investigator's scientific questions.
PMCID:6926350
PMID: 31890846
ISSN: 2352-8273
CID: 4251342

The Development Of Health And Housing Consortia In New York City

Freeman, Amy L; Mohan, Bonnie; Lustgarten, Henie; Sekulic, Deirdre; Shepard, Laura; Fogarty, Megan; Kaplan, Sue A; Doran, Kelly M
Health and housing consortia in New York City offer a model for bridging the divide between the health care and housing sectors. While staff in these sectors often recognize the need to better integrate their services, there are few models for doing so. In this article we describe the formation of a health and housing consortium in the Bronx, New York City, as well as the successful replication of its model in Brooklyn. While each consortium has some features specific to its service area, the primary goal of both is the same: to provide a neutral space for health care and housing organizations to collaborate in what is otherwise often competitive and fragmented territory. In addition, the work of both consortia coalesces around training and resource development, cross-sector communication, and research and advocacy. We provide examples of the Bronx Consortium's activities in each of these core areas, highlight tangible results to date, and offer recommendations for people interested in undertaking similar efforts.
PMID: 32250662
ISSN: 1544-5208
CID: 4378732

Factors associated with burden for caregivers of patients with diabetes and dementia [Meeting Abstract]

Battista, C; Chodosh, J; Ferris, R; Arcila-Mesa, M; Rapozo, C; Blaum, C S
Background: Caregivers (CGs) of older-adults with Alzheimer's disease and related dementias (ADRD) and CGs of older-adults with diabetes (DM) report substantial CG burden. CG burden is known to be linked to patients' behavioral problems, poor cognition, and increased dependency. There is no literature addressing CG burden in CGs of individuals with co-occurring diabetes and dementia (DM-ADRD). The aim of this study was to identify CG and care-recipient (CR) factors associated with high levels of CG burden in CGs of DM-ADRD patients.
Method(s): This study used bivariate and descriptive statistics to analyze surveys collected as part of a quality improvement intervention being conducted at NYU Langone Health primary care and endocrine Faculty Group Practices and Family Health Centers. Inclusion criteria for patients were age >= 65, cognitive impairment, and DM with recent HbA1c > 6.4 or ever prescribed hyperglyemic medication. Telephonic surveys were conducted with CGs of eligible patients. The Treatment Burden Questionnaire (TBQ) was used to measure CG burden. TBQ results were analyzed for association with CG factors including age, sex, race, relationship to patient, education level, residence status, and level of social support, as well as CR factors including age, sex, race, dementia severity, Charlson comorbidity score, and recent HbA1c values.
Result(s): CGs that completed surveys (n=58) had a mean age of 54.3 years, 74% (n=43) female, 46% (n=27) white, 84% (n=49) were children of CRs, 70% (n=41) had education beyond 12th grade, and 55% (n=32) lived separately from CR. CRs of CGs that completed surveys (n=58) had a mean age of 80.5 years, 67% (n=39) female, 67% (n=37) white. We found CGs who were male, Asian, co-resident, with low level of social support, of CRs with more-advanced dementia, and of CRs with recent out-of-range HbA1c had significantly higher levels of CG burden (p<0.1).
Conclusion(s): Our study demonstrates there are several CG and CR factors that are associated with increased levels of CG burden in this population. Findings may assist in identification of CGs at risk for increased burden. If these results are found to be replicable, future studies should focus on the development of prevention and treatment plans consistent with these findings
EMBASE:633776777
ISSN: 1532-5415
CID: 4754532

Low colorectal cancer screening uptake and persistent disparities in an underserved urban population

Ni, Katherine; O'Connell, Kelli; Anand, Sanya; Yakoubovitch, Stephanie C; Kwon, Simona C; de Latour, Rabia A; Wallach, Andrew B; Sherman, Scott E; Du, Mengmeng; Liang, Peter S
Colorectal cancer (CRC) screening has increased substantially in New York City in recent years. However, screening uptake measured by telephone surveys may not fully capture rates among underserved populations. We measured screening completion within one year of a primary care visit among previously unscreened patients in a large urban safety-net hospital and identified sociodemographic and health-related predictors of screening. We identified 21,256 patients aged 50-75 who were seen by primary care providers (PCPs) in 2014, of whom 14,425 (67.9%) were not up-to-date with screening. Since PCPs facilitate the majority of screening, we compared patients who received screening within one year of an initial PCP visit to those who remained unscreened using multivariable logistic regression. Among patients not up-to-date with screening at study outset, 11.5% (1,658 patients) completed screening within one year of a PCP visit. Asian race, more PCP visits, and higher area-level income were associated with higher screening completion. Factors associated with remaining unscreened included morbid obesity, ever smoking, Elixhauser comorbidity index of 0, and having Medicaid/Medicare insurance. Age, sex, language, and travel time to the hospital were not associated with screening status. Overall, 39.9% of patients were up-to-date with screening by 2015. In an underserved urban population, CRC screening disparities remain, and overall screening uptake was low. Since more PCP visits were associated with modestly higher screening completion at one year, additional community-level education and outreach may be crucial to increase CRC screening in underserved populations.
PMID: 32015094
ISSN: 1940-6215
CID: 4301272

Six-minute walk distance in healthy young adults

Halliday, Stephen J; Wang, Li; Yu, Chang; Vickers, Brian P; Newman, John H; Fremont, Richard D; Huerta, Luis E; Brittain, Evan L; Hemnes, Anna R
BACKGROUND:The 6-min walk test (6MWT) is a commonly used clinical assessment of exercise capacity in patients with cardiopulmonary or neuromuscular disease, but normal values are lacking for young adults, who are frequent subjects of testing. METHODS:In a two-center study, 272 young adults, ages 18-50, underwent American Thoracic Society protocolized 6-min walk testing, and 56 underwent repeat testing. A linear regression model was developed based on anthropomorphic data. This model was compared to existing prediction equations. RESULTS:Median 6MWD for the cohort was 637 m (IQR 584-686 m) and was not significantly impacted by age. This is in contrast to existing equations extrapolated from older subjects that predict increasing 6MWD in younger subjects. We found weak correlation of 6MWD with height, weight, BMI, and resting heart rate. Heart rate at completion correlated most strongly with 6MWD (rho 0.53 p < 0.0001). Repeat 6MWD was surprisingly variable, with a median difference between tests of 32.5 ± 31.9 m. Established reference equations performed poorly in this population, largely because age has much less effect on 6MWD in this group than in older adults. CONCLUSIONS:Established reference equations should be reconfigured to include data from young adults, as age has minimal effect on 6MWD in this population. Heart rate response may be a valuable measure of effort in normal subjects. Six-minute walk distance, as with pulmonary function and exercise testing, should have predictive equations across the spectrum of age to allow for accurate assessment of exercise limitation.
PMCID:7174378
PMID: 32308201
ISSN: 1532-3064
CID: 5161652

Enriching Nutrition Programs to Better Serve the Needs of a Diversifying Aging Population

Sadarangani, Tina R; Beasley, Jeannette M; Yi, Stella S; Chodosh, Joshua
Racial minorities experience a high burden of food insecurity relative to non-Hispanic whites. Government-subsidized nutrition programs can positively impact food insecurity and nutritional risk among older adults. Yet, in New York City, where nearly 60% of people over 65 years are non-white, older minorities participate in government nutrition programs at very low rates. In this commentary, we focus on 2 programs: the Child and Adult Care Food Program and Older Americans Act Nutrition Services Programs. We identify opportunities for strengthening these programs to improve their reach and engagement with diverse older adults in New York City and similarly diverse urban communities.
PMID: 32079966
ISSN: 1550-5057
CID: 4312572

Empowering elder novel intervention: An innovative method to increase the geriatrics workforce [Meeting Abstract]

Roy, S; Zweig, Y; Perskin, M H; Chodosh, J; Blachman, N
Background: Delirium affects 14-56% of hospitalized older adults, and leads to higher morbidity and increased healthcare costs. At NYULH we implemented the EmpoweRing elder Novel Interventions (ERNI) program in 2017, modeled after Hospital Elder Life Program (HELP), but we utilize trained pre-med and pre-nursing volunteers to prevent delirium. We have shown reduced length of stay and a decreased incidence of delirium with ERNI. Here we report on ERNI as a novel method to grow the geriatrics workforce.
Method(s): Patients 65 years or older admitted to ICU, ED observation, neurology, cardiology, and general medicine units determined to be at high risk for delirium were visited by trained pre-med/ nursing volunteers who engaged them in conversations, listened to music, reoriented them, worked on puzzles, and advocated for patients' needs. We assessed nursing and volunteer satisfaction, and patient/family satisfaction using Hospital Consumer Assessment of Healthcare Providers and Systems (HCAHPS) data from April 2017- July 2019.
Result(s): 26/31 (84%) nurses rated volunteers 7 or higher on a scale of 1-10, and 84% of nurses felt volunteers helped prevent delirium. The volunteers expressed satisfaction with the program, 17/18 (94%), and felt appreciated by patients and families[BC1]. 16/18 (89%) volunteers plan to pursue a career in healthcare, and 17/18 volunteers (94%) plan to work with older adults. 12/18 (67%) volunteers were the first in their families to work in healthcare. Although not directly related to ERNI, patient HCAHPS scores in the Observation Unit (measured by the hospital), improved after ERNI implementation, with nursing communication increasing from 70.5% to 77% and pain communication from 34.1% to 45.6%.
Conclusion(s): Our ERNI program demonstrated high rates of nursing and volunteer satisfaction, and patients in ED Observation had increased satisfaction. Exposing pre-med/nursing volunteers to older patients in a modified HELP program may be an important step toward increasing recruitment to the geriatrics workforce. For those already considering this career, the ERNI experience might solidify those intentions. Future plans are to expand this program by recruiting more college students as volunteers
EMBASE:633776608
ISSN: 1532-5415
CID: 4754562

Promoting hearing assistance for social engagement (phase) [Meeting Abstract]

Radcliffe, K; Gomez, A M; Weinstein, B; Blustein, J; Segal-Gidan, F; Likar, D; Batra, R; Chodosh, J
Background: Social isolation is common among community dwelling older adults and is associated with adverse health outcomes. Its inverse, social engagement, depends on verbal communication, which can be disrupted by age-related hearing loss (AHRL). AHRL is mitigated with hearing aids, but hearing aid costs can be prohibitive for low income, under-resourced communities. As such, personal amplifiers or hearing assistance devices (HADs), are a feasible alternative that can be delivered at point-of-care to older adults with AHRL. Despite the link between social engagement and hearing, there is little research on mitigating hearing loss to improve patient-reported outcomes such as depressed mood and loneliness, particularly in low-income communities.
Method(s): This ongoing pilot study has enrolled older adults living in federally subsidized Los Angeles housing to assess the feasibility of community-based hearing assessment and provision of hearing assistance devices (HAD). We seek to understand the potential impact of HAD use on patient-reported symptoms. We measure self-reported hearing loss using the Hearing Handicap Inventory (HHI), and at baseline, one, and two months: social isolation using a 4-item instrument, depressed mood using the Patient Health Questionnaire (PHQ)-9, a 6-item loneliness score, and HAD utility using the International Outcome Inventory for Alternative Interventions (IOI-AI).
Result(s): Among 36 recruited participants in three buildings thus far, 30 (83%) reported having hearing difficulties (HHI >=10) and were given Pocket-Talkers. For those with self-reported hearing-related psychosocial difficulties, 8 (27%) endorsed social isolation (>1 of 4); 18 (60%) endorsed at least mild depression (PHQ-9 > 4); and 19 (63%) endorsed loneliness (>1 of 6). Among 16 who have completed 1-month follow-up, no changes have been noted, but 1-month scores on the IOI-AI (mean: 4; range 0-5) suggest very favorable utility.
Conclusion(s): Early results from this pilot study support this as a feasible intervention with positive impact associated with Pocket- Talker use. Further follow-up and subject enrollment is needed to determine whether this intervention improves patient-reported outcomes
EMBASE:633776615
ISSN: 1532-5415
CID: 4754552

Improving chronic anticoagulation in older age patients through shared decision making [Meeting Abstract]

Taklalsingh, N; Kuan, J; Khan, S; Ajmal, S; Chodosh, J
Background: Warfarin is efficacious in reducing thromboembolic risks but its use presents challenges to both patients and physicians including the need for monitoring, diet modification, and attention to drug-related interactions. Novel anticoagulants have circumvented many of these issues. Although prior research includes physician consideration of patients' perspective as important in the choice of anticoagulants, patient perceptions about anticoagulant use is unknown.
Method(s): We sought to identify patient perceptions about anticoagulant use in the Geriatrics Warfarin Clinic in Bellevue Hospital, a well-known, large safety net institution in New York City. We formulated a semi-structured telephone interview guide based on prior literature. Two geriatrics fellows (JK, NT) conducted interviews with role switches between interviewer and scribe every 3 interviews. We reviewed interview notes and identified codes. Both fellows independently analyzed all interviews and codes and categorized codes into themes. Any discrepancies were resolved by consensus discussion.
Result(s): Interviews were 10-15 minutes each. Respondents' mean age was 80.4 years (Standard deviation: 8.1); 7 were women (39%). Eight interviews were in English, five (28%) required a language interpreter and five were by proxy at patient request. Thematic saturation was reached at 18 patient interviews revealing six themes. These were: resignation about current warfarin use (n=12); lack of knowledge of alternative anticoagulation (n=16); perceived need for monitoring and efficacy checks (n=6); concerns about side effect profile (n=7); primary physician's recommendation (n=7) and dietary restrictions (n=4). Preference for warfarin use was driven by ability to know its therapeutic level and many patients expressed hesitance in switching with no monitoring procedure.
Conclusion(s): Patients' use of warfarin was generally well accepted. The primary concern was need for dietary modification. Of those patients that appeared neutral or accepting of alternative anticoagulation, the main discussion points were the drug's efficacy, side effect profile, and their physician's recommendation. This study provides useful information on guiding shared decision-making conversations about anticoagulation choice, especially in a patient demographic of predominantly low socioeconomic status individuals
EMBASE:633776823
ISSN: 1532-5415
CID: 4754512

Safety and feasibility of a novel in-bed resistance training device in older inpatients [Meeting Abstract]

Small, W; Adelsheimer, A; Tasneem, S; Bagheri, A; Sutera, J; Moroz, A; Chodosh, J
Background: Deconditioning from prolonged bedrest during hospitalization predisposes older patients to loss of mobility and the need for additional rehabilitation post-discharge. Despite recognition of the harms of prolonged bedrest and evidence that resistance training (RT) reverses deconditioning, few interventions have provided such exercise for hospitalized older adults. We evaluated the safety and feasibility of a novel exercise device used in a high-intensity RT routine in older age inpatients.
Method(s): In collaboration with the NYU Grossman School of Medicine Center for Healthcare Innovation and Delivery Science we developed a lightweight, portable RT device, which attaches to a hospital bed footboard and allows for over 20 exercises in 4 categories: upper-body, lower-body, back and core. We recruited and trained willing patients to use this device with a goal of completing 7 exercises per workout. We included inpatients (age > 70) on a general medical unit with a PT/OT order. Those having exercise limiting orthopedic or neurologic disability, and acute cardiopulmonary limitations were excluded. Each workout included exercises from each category, 10-20 isometric 3-second holds per exercise, and minimal rest. Patients were: (1) evaluated on their ability to complete each workout; (2) surveyed on their experience with the device; and (3) monitored for adverse events.
Result(s): 11 patients were trained using the device for an average of 2.0 total sessions per hospitalization (mean age: 80.9 years, range: 71-101; 54.5% female). Reasons for fewer sessions included early discharge, delirium, and contact precautions. Patients completed 89.3% of the exercises they performed. We noted no adverse events. 72.7% stated they would use the device on their own and 90.9% believed there is not enough exercise performed in hospitals.
Conclusion(s): This pilot study provides evidence of the safety and feasibility of a novel RT device to prevent inpatient deconditioning. Patients were eager and able to participate in RT. We did not observe fear of safety or views of high intensity RT as inappropriate for older hospitalized patients. Whether use of RT will change discharge-related outcomes requires further study
EMBASE:633776754
ISSN: 1532-5415
CID: 4756412