Diana R Silver

Diana R Silver
Vice Dean of Faculty Affairs
Professor of Public Health Policy and Management
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Professional overview
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Dr. Diana Silver's research explores the impact of variation in the implementation, adoption and repeal of state and local public health policies on health outcomes, particularly alcohol consumption, motor vehicle crashes, tobacco use, and food safety. Some of her other work has examined variation in access to publicly funded services such as clinics, after-school programs, parks and playgrounds. Her work has been funded by the National Institutes of Health, the Robert Wood Johnson Foundation, the New York City Department of Health and Mental Hygiene, and several other funders.
Dr. Silver's work has been published in a variety of prominent journals, including the American Journal of Public Health, the American Journal of Health Promotion, Public Health, Tobacco Control, Journal of Safety Research, Social Science and Medicine, the American Journal of Evaluation, PLoS One, Journal of Community Health, Journal of Immigrant and Minority Health, International Journal of Equity in Health, Globalization and Health, Youth and Society, Public Administration Review and Policy Studies Journal. She is an associate editor for the American Journal of Health Promotion, and serves on the New York City Department of Health’s Health Advisory Committee. She began her career focused on the developing policies and programs that could address the epidemics of AIDS, substance abuse and violence in New York City, in such settings as schools, workplaces, jails, and homeless shelters.
Dr. Silver teaches undergraduate and master’s level courses at the School of Global Health, and trains doctoral students. In 2015, Dr. Silver received NYU’s Distinguished Teaching Award, the university’s highest honor for teaching excellence.
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Education
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BA, History, Bates College, Lewiston, MEMPH, Health Education, Hunter College, New York City, NYPhD, Public Administration, New York University, New York City, NY
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Honors and awards
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Distinguished Teaching Award, New York University (2015)Steinhardt Goddard Award (2011)Annual Award for Outstanding Evaluation, American Evaluation Association (2010)Public Affairs Resident Scholar, The Rockefeller Foundation (2007)
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Areas of research and study
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Access to HealthcareAlcohol, Tobacco and Driving PoliciesFood Safety PoliciesImplementation and Impact of Public Health RegulationsInjury PreventionNew York Department of Health and Mental HygienePublic Health LawPublic Health Policy
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Publications
Publications
24-Year trends in educational inequalities in adult smoking prevalence in the context of a national tobacco control program : The case of Brazil
Bandi, P., Chang, V. W., Sherman, S. E., & Silver, D. R. (n.d.).Publication year
2020Journal title
Preventive MedicineVolume
131AbstractBrazil was a low and middle-income country (LMIC) in the late-1980s when it implemented a robust national tobacco-control program (NTCP) amidst rapid gains in national incomes and gender equality. We assessed changes in smoking prevalence between 1989 and 2013 by education level and related these changes to trends in educational inequalities in smoking. Data were from four nationally representative cross-sectional surveys (1989, n = 25,298; 2003 n = 3845; 2008 n = 28,938; 2013 n = 47,440, ages 25–69 years). We estimated absolute (slope index of inequality, SII) and relative (relative index of inequality, RII) educational inequalities in smoking prevalence, separately for males and females. Additional analyses stratified by birth-cohort to assess generational differences. Smoking declined significantly between 1989 and 2013 in all education groups but declines among females were steeper in higher-educated groups. Consequently, both absolute and relative educational inequalities in female smoking widened threefold between 1989 and 2013 (RII: 1.31 to 3.60, SII: 5.3 to 15.0), but absolute inequalities in female smoking widened mainly until 2003 (SII: 15.8). Conversely, among males, declines were steeper in higher-educated groups only in relative terms. Thus, relative educational inequalities in male smoking widened between 1989 and 2013 (RII: 1.58 to 3.19) but mainly until 2008 (3.22), whereas absolute equalities in male smoking were unchanged over the 24-year period (1989: 21.1 vs. 2013: 23.2). Younger-cohorts (born ≥1965) had wider relative inequalities in smoking vs. older-cohorts at comparable ages, particularly in the youngest female-cohorts (born 1979–1988). Our results suggest that younger lower-SES groups, especially females, may be particularly vulnerable to differentially higher smoking uptake in LMICs that implement population tobacco-control efforts amidst rapid societal gains.Age, period, and cohort effects in motor vehicle mortality in the United States, 1980-2010 : The role of sex, alcohol involvement, and position in vehicle
Macinko, J. A., Silver, D. R., & Bae, J. Y. (n.d.).Publication year
2015Journal title
Journal of Safety ResearchVolume
52Page(s)
47-57AbstractIntroduction Although substantive declines in motor vehicle fatalities in 1980-2010 have been observed, declines by position in the vehicle and alcohol involvement have not been well elucidated. Method Analyses of FARS data use the Intrinsic Estimator (IE) to produce estimates of all age, period, and cohort effects simultaneously by position in the car and by alcohol involvement. Results Declines in MVC deaths by position in the car vary for men and women by age and cohort over time. Cohorts born before 1970 had higher risks than those born later. Analyses using proxy indicators of alcohol involvement found the highest risks for those aged 16-24. By period, these risks declined more rapidly than non- alcohol related traffic fatalities. Conclusion Changes in risk patterns are consistent with evidence regarding the contributions of new technologies and public policy efforts to reduce fatalities, but gains have not been shared evenly by sex or position in the car. Practical applications Greater attention is needed in reducing deaths among older drivers and pedestrians. Gender differences should be addressed in prevention efforts aimed at reducing MVCs due to alcohol involvement.An assessment of court fees, surcharges, and penalties for alcohol-impaired driving in five midwestern U.S. states : implications for exacerbating poverty and health inequalities
Silver, D. R., Bae, J. Y., Furuya, E., & Macinko, J. A. (n.d.).Publication year
2024Journal title
Journal of Public Health PolicyVolume
45Issue
1Page(s)
58-73AbstractDriving under the influence (DUI) remains an important threat to public health in the United States, and a substantial literature has evaluated the effectiveness of state-mandated penalties. Researchers have overlooked accelerated use of obscured fees and surcharges levied by local and state court systems added to penalties in the past 15 years. We present data regarding DUI penalties for offenders with a blood alcohol content (BAC of 0.08) and the fees and surcharges attached to them in Minnesota, Illinois, Wisconsin, Michigan, and Iowa, and variation in these within Wisconsin at four BAC levels. In all states, surcharges and fees exceed penalty fines substantially. Variation within Wisconsin is also meaningful. Our data suggest that opaque costs in state court systems add a substantial financial burden to DUI penalties, particularly for those with lower incomes. An appraisal of the deterrent role of these added costs is warranted.Assessing the Deterrent Effects of Ignition Interlock Devices
Zeithammer, R., Macinko, J. A., & Silver, D. R. (n.d.).Publication year
2025Journal title
American journal of preventive medicineVolume
68Issue
1Page(s)
137-144AbstractIntroduction: Ignition interlock devices installed after conviction for driving under the influence of alcohol (DUI) have been shown to reduce subsequent DUI arrests (specific deterrence). However, there is little evidence on how interlock-device penalties might affect general deterrence, that is, deterring people from driving after consuming alcohol prior to a DUI conviction. Methods: A discrete choice experiment was conducted and data were analyzed in 2023 with 583 U.S.-based adults who consume alcohol at least once in the past week to assess the deterrent effects of five different penalties (fine, jail time, interlock device, license suspension, alcohol treatment) for alcohol-impaired driving under randomized sequential scenarios of high (20% chance of being caught) and low (1%) police enforcement. Participants resided in 46 states. Results: Deterrent effects of an interlock penalty, operationalized as having to install an interlock device for 1 year, are large and on par with a 20-fold increase in police enforcement activity (from 1% chance of being caught to 20%), or a $2,000 increase in the DUI fine under the status quo enforcement regime. On average, a 1-year interlock penalty had the same deterrent effect as a 10-day increase in jail time. Conclusions: Wider use of interlock devices as a DUI penalty could have large deterrent effects, independent of their ability to physically prevent the motor vehicle of an intoxicated driver from starting. The deterrent effect documented here adds to evidence on interlock devices’ overall effectiveness as well as their potential to shift DUI penalties away from criminalization (jail time) and toward immobilization and rehabilitation.Association between COVID-19 vaccine hesitancy and trust in the medical profession and public health officials
Silver, D. R., Kim, Y., McNeill, E., Piltch-Loeb, R., Wang, V., & Abramson, D. (n.d.).Publication year
2022Journal title
Preventive MedicineVolume
164AbstractOne's personal physician, national and state or local public health officials, and the broader medical profession play important roles in encouraging vaccine uptake for COVID-19. However, the relationship between trust in these experts and vaccine hesitancy has been underexplored, particularly among racial/minority groups where historic medical mistrust may reduce uptake. Using an April 2021 online sample of US adults (n = 3041) that explored vaccine hesitancy, regression models estimate levels of trust in each of these types of experts and between trust in each of these experts and the odds of being COVID-19 vaccine takers vs refusers or hesitaters. Interaction terms assess how levels of trust in the medical profession by race/ethnicity are associated with vaccine hesitancy. Trust in each expert is positively associated with trust in other experts, except for trust in the medical profession. Only trust in one's own doctor was associated with trust in the medical profession, as measured by factor scores derived from a validated scale. Lower levels of trust in experts were significantly associated with being either a hesitater or a refuser compared to being a taker. Black respondents had higher odds of being either a hesitater or a refuser compared to white respondents but the interaction with trust was insignificant. For Hispanic respondents only, the odds of being a hesitater declined significantly when trust in the medical profession rose. Mistrust in the medical profession, one's doctor and national experts contributes to vaccine hesitancy. Mobilizing personal physicians to speak to their own patients may help.Beyond Laws : Governors’ Roles in Shaping State Firearm Environments, 2020–2022
Silver, D. R., Pomeranz, J. L., Holm, J., & Doki, M. (n.d.).Publication year
2024Journal title
American journal of preventive medicineAbstract~Beyond social determinants : Fiscal determinants of overdose death in U.S counties, 2017–2020
Lindenfeld, Z., Silver, D. R., Mauri, A. I., & Rothbart, M. W. (n.d.).Publication year
2025Journal title
Social Science and MedicineVolume
364AbstractA large body of research has been dedicated to understanding the relationship between social determinants of health (SDOH) and overdose death across counties in the United States (U.S). However, this literature has so far focused on demographic and socioeconomic characteristics of counties and has largely overlooked the ways in which county fiscal constraints may be associated with responses to the opioid epidemic. To address this gap, this longitudinal study uses data from the U.S Census of Governments to examine the associations between county governments’ revenues and expenditures, commonly used measures of SDOH, and overdose deaths in U.S counties from 2017 to 2020. We find that along with SDOH, higher per capita police spending, but not health expenditures, was associated with overdose deaths in U.S counties. Furthermore, we find that the link between police spending and overdose mortality depends on the amount of revenue generated through fines and forfeitures, suggesting it is a particular form of expenditures on policing – those linked to extractive practices– that is associated with overdose. This study heightens understanding on how the strategies counties undertake in generating and utilizing public resources impact overdose outcomes. Future studies should focus on measuring the causal impact of policies that significantly alter local revenue sources and expenditures on overdose deaths at the county level.By the Letter of Law? The Effects of Administrative Adjudication for Resolving Disputes in NYC’s Restaurant Grading Initiative
Silver, D. R., Rothbart, M. W., & Bae, J. Y. (n.d.).Publication year
2021Journal title
American Review of Public AdministrationVolume
51Issue
8Page(s)
619-635AbstractAdministrative adjudication can serve as a quasi-judicial forum for resolving disputes resulting from government regulations. New York City recently required restaurants to post letter grades reflecting their compliance with food safety regulations and incorporated an easily accessible administrative adjudication system into its policy design. This study examines the implementation of this feature of the policy by using a regression discontinuity framework to explore the effects of the grading policy on adjudication processes and regulatory outcomes. Quantitative data included 222,527 food safety inspection records (2007–2014); qualitative data included interviews, observations, and document review. Restaurants were more likely to have violations reduced and grades improved at adjudication when grades were at stake. Moreover, adjudication outcomes were highly sensitive to score differences near grade cut-points. Professional representatives helped restaurants to negotiate the interpretation of rules in the quasi-judicial proceedings, softening rigidity of regulations. Representatives’ expertise was consistent with being “repeat players,” which may distort the use of such forums to ensure justice and fairness. This study illuminates the ramifications of including alternative dispute resolution systems in the implementation of regulatory policies.Changes in health care inequity in Brazil between 2008 and 2013
Mullachery, P., Silver, D. R., & Macinko, J. A. (n.d.).Publication year
2016Journal title
International Journal for Equity in HealthVolume
15Issue
1AbstractBackground: Brazil has made progress towards a more equitable distribution of health care, but gains may be threatened by economic instability resulting from the 2008 global financial crisis. This study measured predictors of health care utilization and changes in horizontal inequity between 2008 and 2013. Method: Data were from two nationally representative surveys that measured a variety of sociodemographic, health behaviors and health care indicators. We used Poisson regression models to estimate adjusted prevalence ratios and the Horizontal Equity Index (HEI) standardized by health needs to measure inequity in the utilization of doctor and dentist visits, hospitalizations and reporting of a usual source of care (USC) for those 18 and older. To estimate the HEI, we ranked the population from the poorest to the richest using a wealth index. We also decomposed the HEI into its different components and assessed changes from 2008 to 2013. Results: The population proportion with doctor and dentist visits in the past year and a USC increased between 2008 and 2013, while hospitalizations declined. In 2013, pro-rich inequity in doctor visits increased significantly while the distribution of hospitalizations shifted from pro-rich in 2008 to neutral in 2013. Dentist visits were highly pro-rich and USC was slightly pro-rich; the distribution of dentist visits and USC did not change over time. Health need was a strong predictor of health care utilization regardless of the type of coverage (public or private). Education, wealth, and private health plans were associated with the pro-rich orientation of doctor and dentist visits. Private health plans contributed to the pro-rich orientation of all outcomes, while the Family Health Strategy contributed to the pro-poor orientation of all outcomes. Conclusion: The results of this study support the claim that Brazil's population continued to see absolute gains in access to care despite recent economic crises. However, gains in equity have slowed and may even decline if investments are not maintained as the country enters deeper financial and political crises.Child passenger safety laws in the United States, 1978-2010 : Policy diffusion in the absence of strong federal intervention
Bae, J. Y., Anderson, E., Silver, D. R., & Macinko, J. A. (n.d.).Publication year
2014Journal title
Social Science and MedicineVolume
100Page(s)
30-37AbstractThis article examines the diffusion of U.S. state child passenger safety laws, analyzing over-time changes and inter-state differences in all identifiable features of laws that plausibly influence crash-related morbidity and mortality. The observed trend shows many states' continuing efforts to update their laws to be consistent with latest motor vehicle safety recommendations, with each state modifying their laws on average 6 times over the 30-year period. However, there has been a considerable time lag in knowledge diffusion and policy adoption. Even though empirical evidence supporting the protective effect of child restraint devices was available in the early 1970s, laws requiring their use were not adopted by all 50 states until 1986. For laws requiring minors to be seated in rear seats, the first state law adoption did not occur until two decades after the evidence became publicly available. As of 2010, only 12 states explicitly required the use of booster seats, 9 for infant seats and 6 for toddler seats. There is also great variation among states in defining the child population to be covered by the laws, the vehicle operators subject to compliance, and the penalties resulting from non-compliance. Some states cover only up to 4-year-olds while others cover children up to age 17. As of 2010, states have as many as 14 exemptions, such as those for non-residents, non-parents, commercial vehicles, large vehicles, or vehicles without seatbelts. Factors such as the complexity of the state of the science, the changing nature of guidelines (from age to height/weight-related criteria), and the absence of coordinated federal actions are potential explanations for the observed patterns. The resulting uneven policy landscape among states suggests a strong need for improved communication among state legislators, public health researchers, advocates and concerned citizen groups to promote more efficient and effective policymaking.Compliance with minimum price and legal age for cigarette purchase laws : Evidence from NYC in advance of raising purchase age to 21
Silver, D. R., Bae, J. Y., Jimenez, G., & Macinko, J. A. (n.d.).Publication year
2016Journal title
Tobacco controlVolume
25Issue
3Page(s)
289-294AbstractBackground New York City (NYC) raised the minimum purchase age for cigarettes from 18 to 21 on 1 August 2014. The new law is intended to decrease current smoking rates and smoking initiation among the city’s youth. Assessment of compliance with existing cigarette sales and tax laws could aid in determining what may be needed for successful implementation of the city’s new law. Purpose To assess compliance with minimum sales price and purchase age laws in NYC, before change in law. Methods Ten trained field investigators purchased cigarettes from different types of retailers throughout all five NYC boroughs, resulting in 421 purchases. Investigators noted whether they were asked for identification and the price of their purchase. Multivariable logistic and Ordinary Least Squares regression techniques were used to assess predictors of retailer compliance with sales price and minimum purchase age laws. Results In 29% of purchases, investigators did not have to produce identification (pCost-Associated Unmet Dental, Vision, And Hearing Needs Among Low-Income Medicare Advantage Beneficiaries
Gupta, A., Johnston, K. J., Silver, D. R., Meyers, D. J., Glied, S. A., & Pagán, J. A. (n.d.).Publication year
2024Journal title
Health AffairsVolume
43Issue
10Page(s)
1392-1399AbstractMedicare Advantage (MA) supplemental benefits offered at no or low premiums are a key value proposition for low-income beneficiaries. Despite nearly $20 billion in rebate payments to MA plans for funding supplemental benefits, their quality or enrollee access is not monitored. Using 2018–19 Medicare Current Beneficiary Survey data linked to MA plan data, we found that regardless of plan benefit generosity, low-income beneficiaries were more likely to report dental, vision, and hearing unmet needs because of cost. Enrollment in plans with higher corresponding-year (that is, the same year as unmet need measurement) star ratings was associated with lower dental unmet need. Income-related disparities in dental unmet needs were lower in the highest-rated plans. However, prior-year star ratings that determined plan payments were not associated with unmet needs or disparities in those needs. Policy makers should consider monitoring supplemental benefits for equity and access, and they should assess the value added by quality bonus payments to high-rated plans for beneficiaries’ access.COVID-19 Vaccine Information Seeking Patterns and Vaccine Hesitancy : A Latent Class Analysis to Inform Practice
Piltch-Loeb, R., Silver, D. R., Kim, Y., & Abramson, D. (n.d.).Publication year
2024Journal title
Journal of Public Health Management and PracticeVolume
30Issue
2Page(s)
183-194AbstractContext: Throughout the COVID-19 pandemic, state and local health departments served as risk communicators to the public; however, public health practitioners have limited resources at their disposal when trying to communicate information, especially when guidance is rapidly changing. Identifying how the population gathers information across channels and which subsets of the population utilize which channels can help practitioners make the best use of these limited resources. Objective: To identify how individuals utilized different information channels to get COVID-19–related information and determine its effect on one COVID-19–related action: vaccine intentions. Design: This study applies latent class analysis to utilization of information channels to characterize information consumption patterns during the COVID-19 infodemic and then explores the relationship between these patterns and vaccine hesitancy. Setting: The data were collected from the COVID-19 Vaccine Hesitancy Survey, which is a nationally representative sample of US adults 18 years and older recruited from Social Science Research Solutions (SSRS)’s Opinion Panel. Participants: The online survey was conducted between April 7 and April 11, 2021, after the COVID-19 vaccine was available to all adults and enrolled more than 3000 respondents (n = 3014). Main Outcome Measure(s): Respondents were asked about their frequency of information seeking related to the COVID-19 vaccine, sociodemographics, and vaccine perceptions. Results: Based on fit statistics and prior research, we identified 6 latent classes that characterize information seeking: Nonseekers, Legacy, Legacy + Facebook/Instagram, Traditional Omnivore, Omnivore + Broad Social Media, and Twitter. Sociodemographics, political, economic, and COVID-19 exposure variables are associated with different patterns of seeking information about COVID-19. Membership in 3 of these classes was associated with higher rates of vaccine refusal and vaccine hesitancy. Discussion: The study has implications for public health officials and policymakers who use media channels to share news and health information with the public. Information should be tailored to the sociodemographic profiles of those users who are likely consuming information across multiple different channels.Dental radiographs for age estimation in us asylum seekers : Methodological, ethical, and health issues
Kapadia, F., Stevens, J., & Silver, D. R. (n.d.).Publication year
2020Journal title
American journal of public healthVolume
110Issue
12Page(s)
1786-1789AbstractUnaccompanied migrant children seeking asylum status in the United States are often forced to undergo dental radiographs, or x-rays, to verify that they are younger than 18 years. The application of third molar dental radiographs is methodologically flawed and should not be employed as a determinant of chronological age. Furthermore, the use of such tests without obtaining informed consent from either the youth or an objective advocate is unethical. Finally, the legal and health consequences of these inappropriately applied tests are severe and jeopardize the safety and security of these vulnerable minors.Detecting causality in policy diffusion processes
Grabow, C., Macinko, J. A., Silver, D. R., Porfiri, M., & Porfiri, M. (n.d.).Publication year
2016Journal title
ChaosVolume
26Issue
8AbstractA universal question in network science entails learning about the topology of interaction from collective dynamics. Here, we address this question by examining diffusion of laws across US states. We propose two complementary techniques to unravel determinants of this diffusion process: information-theoretic union transfer entropy and event synchronization. In order to systematically investigate their performance on law activity data, we establish a new stochastic model to generate synthetic law activity data based on plausible networks of interactions. Through extensive parametric studies, we demonstrate the ability of these methods to reconstruct networks, varying in size, link density, and degree heterogeneity. Our results suggest that union transfer entropy should be preferred for slowly varying processes, which may be associated with policies attending to specific local problems that occur only rarely or with policies facing high levels of opposition. In contrast, event synchronization is effective for faster enactment rates, which may be related to policies involving Federal mandates or incentives. This study puts forward a data-driven toolbox to explain the determinants of legal activity applicable to political science, across dynamical systems, information theory, and complex networks.Determinants of the COVID-19 vaccine hesitancy spectrum
Piltch-Loeb, R., Silver, D. R., Kim, Y., Norris, H., McNeill, E., & Abramson, D. M. (n.d.).Publication year
2022Journal title
PloS oneVolume
17Issue
6 JuneAbstractVaccine hesitancy remains an issue in the United States. This study conducted an online survey [N = 3,013] using the Social Science Research Solution [SSRS] Opinion Panel web panelists, representative of U.S. adults age 18 and older who use the internet, with an over-sample of rural-dwelling and minority populations between April 8 and April 22, 2021- as vaccine eligibility opened to the country. We examined the relationship between COVID-19 exposure and socio-demographics with vaccine intentions [eager-to-take, wait-and-see, undecided, refuse] among the unvaccinated using multinomial logistic regressions [ref: fully/ partially vaccinated]. Results showed vaccine intentions varied by demographic characteristics and COVID-19 experience during the period that eligibility for the vaccine was extended to all adults. At the time of the survey approximately 40% of respondents were unvaccinated; 41% knew someone who had died of COVID-19, and 38% had experienced financial hardship as a result of the pandemic. The vaccinated were more likely to be highly educated, older adults, consistent with the United States initial eligibility criteria. Political affiliation and financial hardship experienced during the pandemic were the two most salient factors associated with being undecided or unwilling to take the vaccine.Diffusion of impaired driving laws among US states
Macinko, J. A., & Silver, D. R. (n.d.).Publication year
2015Journal title
American journal of public healthVolume
105Issue
9Page(s)
1893-1900AbstractObjectives. We examined internal and external determinants of state's adoption of impaired driving laws. Methods. Data included 7 state-level, evidence-based public health laws collected from 1980 to 2010. We used event history analyses to identify predictors of first-time law adoption and subsequent adoption between state pairs. The independent variables were internal state factors, including the political environment, legislative professionalism, government capacity, state resources, legislative history, and policy-specific risk factors. The external factors were neighboring states' history of law adoption and changes in federal law. Results. We found a strong secular trend toward an increased number of laws over time. The proportion of younger drivers and the presence of a neighboring state with similar laws were the strongest predictors of first-time law adoption. The predictors of subsequent law adoption included neighbor state adoption and previous legislative action. Alcohol laws were negatively associated with first-time adoption of impaired driving laws, suggesting substitution effects among policy choices. Conclusions. Organizations seeking to stimulate state policy changes may need to craft strategies that engage external actors, such as neighboring states, in addition to mobilizing within-state constituencies.Do alcohol policies affect everyone equally? An assessment of the effects of state policies on education-related patterns of alcohol use, 2011–2019
Silver, D. R., Bae, J. Y., McNeill, E., & Macinko, J. A. (n.d.).Publication year
2022Journal title
Drug and alcohol dependenceVolume
239AbstractBackground: Public policies are a powerful tool to change behaviors that may harm population health, but little is known about how state alcohol policies affect different population groups. This study assesses the effects of a comprehensive measure of the state alcohol regulatory environment (the State Alcohol Policy Score or SAPS) on heavy drinking—a risk factor for premature death—on different population groups, defined by levels of educational attainment, then by race/ethnicity, and sex. Methods: We pool each state's Behavioral Risk Factor Surveillance Survey (BRFSS) 2011–2019 and use robust Poisson regression analyses that control for individual-level factors, state-level factors (1 year lagged SAPS score for each state, state fixed effects), and year fixed effects to assess the relationship between SAPS and heavy drinking behaviors by education group. Interaction terms test whether education moderates the relationship by race/ethnicity and gender. Results: SAPS scores increased 2010–2018, but substantial gaps persist between states. A 10 % increase in a state's alcohol policy score is associated with a 2 % lower prevalence in current drinking (APR=0.97, 95 % CI=0.97–0.97, p < 0.0011) although not for those with a high school education or less. A 10 % increase in the SAPS was associated with a 3 % lower prevalence of heavy drinking; interaction terms in models reveal that a 10 % increase in the SAPS was associated with a lower prevalence of heavy drinking among those with less than a college education. Conclusion: Narrowing gaps in alcohol policies between states may reduce heavy drinking among those with lower educational attainment.Documenting the Impact Potential of a Menthol Cigarette Ban at Point-of-Sale : A Photograph-Based Analysis of the Presence and Placement of Menthol Versus Regular Cigarette Packs on the Shelves of Tobacco Retail Outlets in New York City
Kirchner, T. R., Guttentag, A., Vantu, A., & Silver, D. R. (n.d.).Publication year
2023Journal title
Nicotine and Tobacco ResearchVolume
25Issue
1Page(s)
28-35AbstractIntroduction: To investigate the absolute and proportionate number of menthol versus regular cigarette packs displayed on the shelves inside tobacco retail outlets (TROs) across New York City (NYC). Aims and Methods: Photographic surveillance methods were used to capture the presence and proportionate amount of all visible cigarette packs on the shelves inside N = 160 TROs. Statistical analyses examined the absolute and proportionate number of menthol packs in each TRO as a function of NYC borough, the local TRO environment, population smoking rates derived from the NYC Community Health Survey, and other demographic indicators from the American Community Survey. Results: The total number of cigarette packs on the shelves of each TRO and the proportion of menthol packs varied significantly across TROs, averaging about one-quarter of all packs displayed (M = 0.274; SD =. 15). Modeling results indicate that the proportion of menthol packs displayed was significantly greater in areas with elevated population smoking rates (odds ratio [OR] = 1.03, CI: 1.01-1.06) and density of TROs per 1000 residents (OR = 1.23; CI: 1.01-1.49), although these associations varied in complex ways with the proportion living under the federal poverty level and the proportion under age 18 years residing within each zip-code. Conclusions: Results of this study demonstrate the utility of photograph-based TRO audit methods for objective, reliable documentation of the presence and proportionate amount of menthol versus other cigarette pack types on TRO shelves and highlight the need to account for sources of variation between small areas when examining the TRO product landscape and evaluating the effectiveness of regulatory actions against menthol. Implications: This study describes use of a "hands-free"surveillance technique that offers valuable advantages over traditional retailer surveillance techniques. Comprehensive photographic surveillance data collection allows for more objective measurements of, in this case, the retail outlet's tobacco power wall, as multiple coders can review the same images and interrater reliability can be empirically tested.Efforts to improve public policy and programs through data practice : Experiences in 15 distressed American cities
Weitzman, B. C., Silver, D. R., & Brazill, C. (n.d.).Publication year
2006Journal title
Public Administration ReviewVolume
66Issue
3Page(s)
386-399AbstractPhilanthropies and government agencies interested in children's issues are encouraging localities to improve the process of collecting, linking, and sharing microdata and aggregated summary statistics. An implicit assumption of these efforts is that outcomes will improve as a result of the new approaches. However, there has been little systematic study of these efforts. In this article, we examine efforts to improve data practice in 15 distressed American cities. Interviews conducted in these cities revealed variation in the types of information collected, dissemination, and intended audiences. We identify significant challenges to these efforts, including adequate resources, turf battles, technical problems, access to information sources, inconsistent leadership, and absence of political will. We find that little is known about the impact of these initiatives on decision making. Assumptions that improved data practice will lead to improved policy making have not yet been realized in these cities.Enrollment Patterns of Medicare Advantage Beneficiaries by Dental, Vision, and Hearing Benefits
Gupta, A., Silver, D. R., Meyers, D. J., Murray, G., Glied, S. A., & Pagán, J. A. (n.d.).Publication year
2024Journal title
JAMA Health ForumVolume
5Issue
1Page(s)
E234936AbstractImportance: Most Medicare beneficiaries now choose to enroll in Medicare Advantage (MA) plans. Racial and ethnic minority group and low-income beneficiaries are increasingly enrolling in MA plans. Objective: To examine whether dental, vision, and hearing supplemental benefits offered in MA plans are associated with the plan choices of traditionally underserved Medicare beneficiaries. Design, Setting, and Participants: This exploratory observational cross-sectional study used data from the 2018 to 2020 Medicare Current Beneficiary Survey linked to MA plan benefits. The nationally representative sample comprised primarily community-dwelling MA beneficiaries enrolled in general enrollment MA plans. Data analysis was performed between April and October 2023. Exposures: Beneficiary self-identified race and ethnicity and combined individual and spouse income and educational attainment. Main Outcomes and Measures: Binary indicators were developed to determine whether beneficiaries were enrolled in a plan offering any dental, comprehensive dental, any vision, eyewear, any hearing, or hearing aid benefit. Mixed-effects logistic regression models were estimated to report average marginal effects adjusted for beneficiary-level demographic and health characteristics, plan attributes, and plan availability. Results: This study included 8139 (weighted N = 31 million) eligible MA beneficiaries, with a mean (SD) age of 77.7 (7.5) years. More than half of beneficiaries (54.9%) were women; 9.8% self-identified as Black, 2.0% as Hispanic, 83.9% as White, and 4.2% as other or multiple races or ethnicities. Plan choices by dental benefits were examined among 7516 beneficiaries who were not enrolled in any dental standalone plan, by vision benefits for 8026 beneficiaries not enrolled in any vision standalone plan, and by hearing benefits for 8131 beneficiaries not enrolled in any hearing standalone plan. Black beneficiaries were more likely to enroll in plans with any dental benefit (9.0 percentage points [95% CI, 3.4-14.4]; PEvaluating the relationship between binge drinking rates and a replicable measure of U.S. State alcohol policy environments
Silver, D. R., Macinko, J. A., Giorgio, M. M., & Bae, J. Y. (n.d.).Publication year
2018Journal title
PloS oneVolume
14Issue
6AbstractExcessive alcohol consumption contributes significantly to premature mortality, injuries and morbidity, and a range of U.S. state policies have been shown to reduce these behaviors. Monitoring state alcohol policy environments is essential, but methodologically challenging given that new laws may be passed (or repealed) each year, resulting in considerable variation across states. Existing measures have not been made public or have only a single year available. We develop a new replicable measure, the state alcohol policy score, for each state and year 2004–2009, that captures the essential features of a state’s evidence-based alcohol policies. We evaluate its similarity to two existing alcohol policy measures and validate it by replicating findings from a previous study that used one of those measures to assess its relationship with several binge drinking outcomes. Estimates of the association between one-year lagged state alcohol policy scores and state binge drinking outcomes, obtained from the 2005–2010 Behavioral Risk Factor Surveillance System surveys (n = 440,951, 2010), were produced using Generalized Linear Models that controlled for state and individual-level co-variates, with fixed effects for year and region. We find a 10-percent-age point increase in the state alcohol policy score was associated with a 9% lower odds of binge drinking (aOR = 0.91, 95% CI 0.89, 0.92; N = 1,992,086), a result consistent for men, women and for most age and race subgroups. We find that gender gaps in binge drinking behaviors narrowed in states with higher state alcohol policy scores. These results were nearly identical to those found in other studies using different scores obtained with the aid of expert opinions. We conclude that the score developed here is a valid measure that can be readily updated for monitoring and evaluating the variation and impact of state alcohol policies and make available our state scores for the years of the study.Everyday heroes : A review of Something Better for My Children: The History and People of Head Start by Kay Mills
Silver, D. R. (n.d.). In New York Times Book Review.Publication year
1998Abstract~Examining the relationship between social determinants of health, measures of structural racism and county-level overdose deaths from 2017–2020
Lindenfeld, Z., Silver, D. R., Pagán, J. A., Zhang, D. S., & Chang, J. E. (n.d.).Publication year
2024Journal title
PloS oneVolume
19Issue
5 MAYAbstractIntroduction Despite being an important determinant of health outcomes, measures of structural racism are lacking in studies examining the relationship between the social determinants of health (SDOH) and overdose deaths. The aim of this study is to examine the association between per capita revenue generated from fines and forfeitures, a novel measure of structural racism, and other SDOH with county-level overdose deaths from 2017–2020. Methods This longitudinal analysis of 2,846 counties from 2017–2020 used bivariate and multivariate Generalized Estimating Equations models to estimate associations between county overdose mortality rates and SDOH characteristics, including the fines and forfeitures measure. Results In our multivariate model, higher per capita fine and forfeiture revenue (5.76; CI: 4.76, 6.78), households receiving food stamps (1.15; CI: 0.77, 1.53), residents that are veterans (1.07; CI: 0.52, 1.63), substance use treatment availability (4.69; CI: 3.03, 6.33) and lower population density (-0.002; CI: -0.004, -0.001) and percent of Black residents (-0.7‘; CI: -1.01, -0.42) were significantly associated with higher overdose death rates. There was a significant additive interaction between the fines and forfeitures measure (0.10; CI: 0.03, 0.17) and the percent of Black residents. Conclusions Our findings suggest that structural racism, along with other SDOH, is associated with overdose deaths. Future research should focus on connecting individual-level data on fines and forfeitures to overdose deaths and other health outcomes, include measures of justice-related fines, such as court fees, and assess whether interventions aimed at increasing economic vitality in disadvantaged communities impact overdose deaths in a meaningful way.