Searched for: Department/Unit:Population Health
A Tale of 2 Constituencies: Exploring Patient and Clinician Perspectives in the Age of Big Data
Goytia, Crispin N; Kastenbaum, Isaac; Shelley, Donna; Horowitz, Carol R; Kaushal, Rainu
BACKGROUND:Patient and clinician stakeholders are inadequately engaged in key aspects of research, particularly regarding use of Big Data to study and improve patient-centered outcomes. Little is known about the attitudes, interests, and concerns of stakeholders regarding such data. RESEARCH DESIGN/METHODS:The New York City Clinical Data Research Network (NYC-CDRN), a collaboration of research, clinical, and community leaders built a deidentified dataset containing electronic health records from millions of New Yorkers. Guided by a patient-clinician advisory board, we developed a question guide to explore patient and clinician experiences and ideas about research using large datasets. Trained facilitators led discussions during preexisting patient, community, and clinician group meetings. The research team coded meeting notes and identified themes. RESULTS:Fully 272 individuals participated in 19 listening sessions (139 patients/advocates, 133 clinicians) at 6 medical centers with diverse NYC communities: 76% were female and 63% were nonwhite. Clinicians and patients agreed on all major themes including the central role of clinicians in introducing patients to research and the need for public campaigns to inform stakeholders about Big Data. Stakeholders were interested in using granular data to compare the care and clinical outcomes of their neighborhoods with others across NYC, but were also concerned that data could not truly be deidentified. CONCLUSIONS:Clinicians and patients agree on potential benefits of stakeholder-engaged Big Data research and provided suggestions for further research and building stakeholder research capacity. This evaluation demonstrated the potential of brief meetings with existing patient and clinical groups to explore barriers and facilitators to patient and clinician engagement.
PMCID:6136960
PMID: 30074954
ISSN: 1537-1948
CID: 3217592
Dissolution of Committed Partnerships during Incarceration and STI/HIV-Related Sexual Risk Behavior after Prison Release among African American Men
Khan, Maria R; Scheidell, Joy D; Golin, Carol E; Friedman, Samuel R; Adimora, Adaora A; Lejuez, Carl W; Hu, Hui; Quinn, Kelly; Wohl, David A
Incarceration is strongly associated with post-release STI/HIV risk. One pathway linking incarceration and STI/HIV risk may be incarceration-related dissolution of protective network ties. Among African American men released from prison who were in committed partnerships with women at the time of incarceration (N = 207), we measured the association between committed partnership dissolution during incarceration and STI/HIV risk in the 4 weeks after release. Over one-quarter (28%) experienced incarceration-related partnership dissolution. In adjusted analyses, incarceration-related partnership dissolution was strongly associated with post-release binge drinking (adjusted odds ratio (AOR) 4.2, 95% confidence interval (CI); 1.4-15.5). Those who experienced incarceration-related partnership dissolution were much more likely to engage in multiple/concurrent partnerships or sex trade defined as buying or selling sex (64%) than those who returned to the partner (12%; AOR 20.1, 95% CI 3.4-175.6). Policies that promote maintenance of relationships during incarceration may be important for protecting health.
PMCID:6095753
PMID: 30073599
ISSN: 1468-2869
CID: 3217572
Diagnostic Accuracy of MRI for Detection of Papillary Renal Cell Carcinoma: A Systematic Review and Meta-Analysis
Chiarello, Matthew A; Mali, Rahul D; Kang, Stella K
OBJECTIVE:The objective of our study was to perform a systematic review and meta-analysis of the diagnostic performance of MRI in differentiation of papillary renal cell carcinoma (RCC) from other renal masses. MATERIALS AND METHODS/METHODS:We performed searches of three electronic databases for studies that used MRI techniques to differentiate papillary RCC from other renal lesions. Methodologic quality was assessed, and diagnostic test accuracy was summarized using bivariate random-effects modeling or with construction of a summary ROC (SROC) curve. RESULTS:Thirteen studies involving 275 papillary RCC lesions and 758 other renal masses met the inclusion criteria. Resulting summary estimates for the performance of MRI to differentiate papillary RCC from other renal lesions were a sensitivity of 79.6% (95% CI, 62.3-90.2%) and specificity of 88.1% (95% CI, 80.1-93.1%). In subgroup analysis, quantitative pooling of seven studies using enhancement in the corticomedullary phase resulted in a sensitivity of 85.6% (95% CI, 67.8-94.4%), specificity of 91.7% (95% CI, 76.0-97.5%), and area under the SROC curve of 0.894. Four studies used tumor appearance on T2-weighted imaging to detect papillary RCC, and results showed a pooled sensitivity of 89.9% (95% CI, 73.0-96.7%) and specificity of 84.9% (95% CI, 69.0-93.4%). Three studies used signal loss on T1-weighted in-phase imaging to detect papillary RCC but marked heterogeneity precluded pooling. CONCLUSION/CONCLUSIONS:Meta-analysis supports moderate sensitivity and excellent specificity of quantitative enhancement in the corticomedullary phase for differentiating papillary RCC from other tumors. The accuracy of combining enhancement and T2 signal-intensity characteristics merits further evaluation as a potential aid for management decisions.
PMID: 30063398
ISSN: 1546-3141
CID: 3217382
Beliefs About the End of AIDS, Concerns About PrEP Functionality, and Perceptions of HIV Risk as Drivers of PrEP Use in Urban Sexual Minority Men: The P18 Cohort Study
Halkitis, Perry N; Jaiswal, Jessica; Griffin-Tomas, Marybec; Krause, Kristen D; D'Avanzo, Paul; Kapadia, Farzana
Using cross-sectional data from an ongoing cohort study of young gay, bisexual, and other men who have sex with men (NÂ =Â 492), we examined the extent to which cognitive factors such as beliefs about the end of AIDS, concerns about the manner in which PrEP works, and perceptions about risk of contracting HIV, are related to PrEP uptake and use. While almost all participants indicted awareness of PrEP, a mere 14% had ever used PrEP. Those with lower concerns about the side effects of PrEP and greater belief that treatment and PrEP would eliminate AIDS were also more likely to have ever used PrEP. Our findings support the ongoing challenges of PrEP uptake as means of curtailing HIV in young sexual minority men, and suggest that beyond the structural factors, consideration must be given to further educating the population as a means of adjusting potentially faulty beliefs, concerns, and perceptions which may influence PrEP utilization.
PMID: 29971731
ISSN: 1573-3254
CID: 3217222
The perils posed by the US Environmental Protection Agency's transparency rule [Letter]
Thurston, George D
PMID: 30070258
ISSN: 2213-2619
CID: 3217172
Prenatal neural origins of infant motor development: Associations between fetal brain and infant motor development
Thomason, Moriah E; Hect, Jasmine; Waller, Rebecca; Manning, Janessa H; Stacks, Ann M; Beeghly, Marjorie; Boeve, Jordan L; Wong, Kristyn; van den Heuvel, Marion I; Hernandez-Andrade, Edgar; Hassan, Sonia S; Romero, Roberto
Functional circuits of the human brain emerge and change dramatically over the second half of gestation. It is possible that variation in neural functional system connectivity in utero predicts individual differences in infant behavioral development, but this possibility has yet to be examined. The current study examines the association between fetal sensorimotor brain system functional connectivity and infant postnatal motor ability. Resting-state functional connectivity data was obtained in 96 healthy human fetuses during the second and third trimesters of pregnancy. Infant motor ability was measured 7 months after birth using the Bayley Scales of Infant Development. Increased connectivity between the emerging motor network and regions of the prefrontal cortex, temporal lobes, posterior cingulate, and supplementary motor regions was observed in infants that showed more mature motor functions. In addition, females demonstrated stronger fetal-brain to infant-behavior associations. These observations extend prior longitudinal research back into prenatal brain development and raise exciting new ideas about the advent of risk and the ontogeny of early sex differences.
PMID: 30068433
ISSN: 1469-2198
CID: 3217132
Using value of information methods to determine the optimal sample size for effectiveness trials of alcohol interventions for HIV-infected patients in East Africa
Li, Lingfeng; Uyei, Jennifer; Nucifora, Kimberly A; Kessler, Jason; Stevens, Elizabeth R; Bryant, Kendall; Braithwaite, R Scott
BACKGROUND:Unhealthy alcohol consumption exacerbates the HIV epidemic in East Africa. Potential benefits of new trials that test the effectiveness of alcohol interventions could not be evaluated by traditional sampling methods. Given the competition for health care resources in East Africa, this study aims to determine the optimal sample size given the opportunity cost of potentially re-allocating trial funds towards cost-effective alcohol treatments. METHODS:We used value of information methods to determine the optimal sample size by maximizing the expected net benefit of sampling for a hypothetical 2-arm intervention vs. control randomized trial, across ranges of policymaker's willingness-to-pay for the health benefit of an intervention. Probability distributions describing the relative likelihood of alternative trial results were imputed based on prior studies. In the base case, policymaker's willingness-to-pay was based on a simultaneously resource-constrained priority (routine HIV virological testing). Sensitivity analysis was performed for various willingness-to-pay thresholds and intervention durations. RESULTS:A new effectiveness trial accounting for the benefit of more precise decision-making on alcohol intervention implementation would benefit East Africa $67,000 with the optimal sample size of 100 persons per arm under the base case willingness-to-pay threshold and intervention duration of 20Â years. At both a conservative willingness-to-pay of 1 x GDP/capita and a high willingness-to-pay of 3 x GDP/capita for an additional health gain added by an alcohol intervention, a new trial was not recommended due to limited decision uncertainty. When intervention duration was 10 or 5Â years, there was no return on investment across suggested willingness-to-pay thresholds. CONCLUSIONS:Value of information methods could be used as an alternative approach to assist the efficient design of alcohol trials. If reducing unhealthy alcohol use is a long-term goal for HIV programs in East Africa, additional new trials with optimal sample sizes ranging from 100 to 250 persons per arm could save the opportunity cost of implementing less cost-effective alcohol strategies in HIV prevention. Otherwise, conducting a new trial is not recommended.
PMCID:6069863
PMID: 30064428
ISSN: 1472-6963
CID: 3217082
A Qualitative Investigation of Healthcare Engagement Among Young Adult Gay Men in New York City: A P18 Cohort Substudy
Griffin, Marybec; Krause, Kristen D; Kapadia, Farzana; Halkitis, Perry N
PURPOSE/OBJECTIVE:We used in-depth interviews with a cohort of young adult gay men (YAGM) to provide a more detailed understanding of their current healthcare engagement, including experiences with the healthcare system, provider knowledge of healthcare needs, and desired provider characteristics. METHODS:Qualitative interviews were conducted with a sample of 40 YAGM in New York City. The interview guide examined healthcare engagement across key developmental stages: childhood (birth-12), adolescence (13-18), young adulthood (19-22), and the present (23-26). All transcripts were coded using a consensual qualitative research approach to identify crosscutting topics. The interviews were conducted between September and October 2015. RESULTS:The following topics were identified: experiences with the healthcare system, provider knowledge of healthcare needs, and desired provider characteristics. Common barriers to healthcare access were financial concerns, lack of insurance, and dissatisfaction with the care provided. Reasons for dissatisfaction with care were based on perceptions of providers' anti-gay attitudes, judgment of same-sex sexual behavior, and lack of provider knowledge about YAGM's health needs. This often led men in this study to seek sexual healthcare from providers other than their primary care provider. When asked about desired provider characteristics, participants noted that basic demographics were of less importance than skills-based characteristics such as rapport, comfort discussing sexual health issues, and knowledge of YAGM's health. CONCLUSION/CONCLUSIONS:YAGM have unique challenges to engaging in healthcare, including provider stigma and lack of provider knowledge of YAGM's health needs, which are not faced by other young adult populations. The results from this study highlight the need for more extensive and standardized training in medical school and as part of continuing medical education for healthcare providers.
PMID: 30048197
ISSN: 2325-8306
CID: 3216512
Additive effects of household food insecurity during pregnancy and infancy on maternal infant feeding styles and practices
Gross, Rachel S; Mendelsohn, Alan L; Messito, Mary Jo
Food insecurity, or the limited access to food, has been associated with maternal child feeding styles and practices. While studies in other parenting domains suggest differential and additive impacts of poverty-associated stressors during pregnancy and infancy, few studies have assessed relations between food insecurity during these sensitive times and maternal infant feeding styles and practices. This study sought to analyze these relations in low-income Hispanic mother-infant pairs enrolled in a randomized controlled trial of an early obesity prevention program (Starting Early). Food insecurity was measured prenatally and during infancy at 10 months. Food insecurity timing was categorized as never, prenatal only, infancy only, or both. Regression analyses were used to determine relations between food insecurity timing and styles and practices at 10 months, using never experiencing food insecurity as the reference, adjusting for family characteristics and material hardships. 412 mother-infant pairs completed 10-month assessments. Prolonged food insecurity during both periods was associated with greater pressuring, indulgent and laissez-faire styles compared to never experiencing food insecurity. Prenatal food insecurity was associated with less vegetable and more juice intake. If food insecurity is identified during pregnancy, interventions to prevent food insecurity from persisting into infancy may mitigate the development of obesity-promoting feeding styles and practices.
PMID: 30031787
ISSN: 1095-8304
CID: 3216272
Discrepancy Rates and Clinical Impact of Imaging Secondary Interpretations: A Systematic Review and Meta-Analysis
Rosenkrantz, Andrew B; Duszak, Richard; Babb, James S; Glover, McKinley; Kang, Stella K
PURPOSE/OBJECTIVE:To conduct a meta-analysis of studies investigating discrepancy rates and clinical impact of imaging secondary interpretations and to identify factors influencing these rates. METHODS:EMBASE and PubMed databases were searched for original research investigations reporting discrepancy rates for secondary interpretations performed by radiologists for imaging examinations initially interpreted at other institutions. Two reviewers extracted study information and assessed study quality. Meta-analysis was performed. RESULTS:Twenty-nine studies representing a total of 12,676 imaging secondary interpretations met inclusion criteria; 19 of these studies provided data specifically for oncologic imaging examinations. Primary risks of bias included availability of initial interpretations, other clinical information, and reference standard before the secondary interpretation. The overall discrepancy rate of secondary interpretations compared with primary interpretations was 32.2%, including a 20.4% discrepancy rate for major findings. Secondary interpretations were management changing in 18.6% of cases. Among discrepant interpretations with an available reference standard, the secondary interpretation accuracy rate was 90.5%. The overall discrepancy rates by examination types were 28.3% for CT, 31.2% for MRI, 32.7% for oncologic imaging, 43.8% for body imaging, 39.9% for breast imaging, 34.0% for musculoskeletal imaging, 23.8% for neuroradiologic imaging, 35.5% for pediatric imaging, and 19.7% for trauma imaging. CONCLUSION/CONCLUSIONS:Most widely studied in the context of oncology, imaging secondary interpretations commonly result in discrepant interpretations that are management changing and more accurate than initial interpretations. Policymakers should consider these findings as they consider the value of, and payment for, secondary imaging interpretations.
PMID: 30031614
ISSN: 1558-349x
CID: 3216262