Contemporary Public Health Finance: Varied Definitions, Patterns, and Implications.

The financing of public health systems and services relies on a complex and fragmented web of partners and funding priorities. Both underfunding and "dys-funding" contribute to preventable mortality, increases in disease frequency and severity, and hindered social and economic growth. These issues were both illuminated and magnified by the COVID-19 pandemic and associated responses. Further complicating issues is the difficulty in constructing adequate estimates of current public health resources and necessary resources. Each of these challenges inhibits the delivery of necessary services, leads to inequitable access and resourcing, contributes to resource volatility, and presents other deleterious outcomes. However, actions may be taken to defragment complex funding paradigms toward more flexible spending, to modernize and standardize data systems, and to assure equitable and sustainable public health investments.

The Opportunity Cost of COVID for Public Health Practice: COVID-19 Pandemic Response Work and Lost Foundational Areas of Public Health Work.

This article has been temporarily removed by the publisher, Wolters Kluwer, due to a data quality issue. We regret any confusion this may have caused. This article will be published once production is complete on the Public Health Workforce Interest and Needs Survey supplemental issue. CONTEXT: There is little empirical evidence regarding the magnitude of the COVID-19 response across the public health workforce and the extent to which other public health programs were called upon to contribute to the response, potentially leading to less work being done in other public health programs during the COVID-19 pandemic. OBJECTIVES: To assess the composition of the workforce that contributed to the COVID-19 pandemic response during 2020-2022. DESIGN: A large, cross-sectional, nationally representative survey of the state and local public health agency workforce through the Public Health Workforce Interest and Needs Survey (PH WINS). SETTING: Nearly all state health agency-central offices (SHA-COs) and Big City Health Coalition (BCHC) member public health departments as well as a nationally representative sample of other local health departments (LHDs) with more than 25 staff members and serving more than 25 000 people participated in fall 2021. PARTICIPANTS: A sample of all individuals working at each SHA-CO or LHD as part-time or full-time employees, contractors, or other employee types was used. A total of 44 732 responses (35% of eligible respondents) were received. MAIN OUTCOME MEASURE: Main outcomes included the proportion of full-time equivalent (FTE) effort devoted to COVID-19 response work by quarter (Q) from Q1 2020 through Q1 2022. Predictors of interest included individual- and agency-level demographics, most notably an individual's self-reported public health program area. RESULTS: Staffing and hiring for the COVID-19 pandemic response was an ongoing effort that began in 2020 and lasted through 2022. During the pandemic, all public health program areas contributed at least 20% of their workforce time to COVID-19 response, peaking at 47-83% of the staff time, depending on the program area. CONCLUSIONS: There was a considerable public health opportunity cost to the public health systems' large and prolonged COVID-19 response. Persistent understaffing in the public health system remains an important issue.

Staffing Up and Sustaining the Public Health Workforce.

OBJECTIVES: Estimate the number of full-time equivalents (FTEs) needed to fully implement Foundational Public Health Services (FPHS) at the state and local levels in the United States. METHODS: Current and full implementation cost estimation data from 168 local health departments (LHDs), as well as data from the Association of State and Territorial Health Officials and the National Association of County and City Health Officials, were utilized to estimate current and "full implementation" staffing modes to estimate the workforce gap. RESULTS: The US state and local governmental public health workforce needs at least 80 000 additional FTEs to deliver core FPHS in a post-COVID-19 landscape. LHDs require approximately 54 000 more FTEs, and states health agency central offices require approximately 26 000 more. CONCLUSIONS: Governmental public health needs tens of thousands of more FTEs, on top of replacements for those leaving or retiring, to fully implement core FPHS. IMPLICATIONS FOR POLICY AND PRACTICE: Transitioning a COVID-related surge in staffing to a permanent workforce requires substantial and sustained investment from federal and state governments to deliver even the bare minimum of public health services.

Accuracy of Case-Based Seroprevalence of SARS-CoV-2 Antibodies in Maricopa County, Arizona.

We conducted a community seroprevalence survey in Arizona, from September 12 to October 1, 2020, to determine the presence of antibodies to severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). We used the seroprevalence estimate to predict SARS-CoV-2 infections in the jurisdiction by applying the adjusted seroprevalence to the county's population. The estimated community seroprevalence of SARS-CoV-2 infections was 4.3 times greater (95% confidence interval = 2.2, 7.5) than the number of reported cases. Field surveys with representative sampling provide data that may help fill in gaps in traditional public health reporting. (Am J Public Health. 2022;112(1):38-42. https://doi.org/10.2105/AJPH.2021.306568).

Regarding Investment in a Healthier Future: Impact of the 2012 Institute of Medicine Finance Report.

CONTEXT: Governments at all levels work to ensure a healthy public, yet financing, organization, and delivery of public health services differ across the United States. A 2012 Institute of Medicine Finance report provided a series of recommendations to ensure a high-performing and adequately funded public health infrastructure. OBJECTIVES: This review examines the influence of the Finance report's 10 recommendations on public health policy and practice. DESIGN: This review utilized peer-reviewed and gray literature published since 2012. ELIGIBILITY CRITERIA: Documents that address at least one of the Finance report's 10 recommendations and contain information on either official actions taken in response to the Finance report or evidence of the report's influence on the practice community. RESULTS: Of 2394 unique documents found, a total of 56 documents met the eligibility criteria. Review of these 56 documents indicated that the most substantial activity related to the recommendations was focused on the "minimum package of public health services" concept and establishment of a uniform chart of accounts. DISCUSSION: Progress has been mixed on the Finance report recommendations. Improved tracking and auditing of public health activity appears to be advancing, yet financial benchmarks remain unmet. Challenges remain in determining actual investment in public health and equitable resource allocation approaches. State and local health department use of cost estimation methodology and a uniform chart of accounts tool has contributed to an increase in understanding and improvement in public health spending. CONCLUSIONS: The Finance report has served as a strong impetus for advocating for an increased investment in governmental public health. Efforts are bolstered by informed public health practitioners and stakeholders but often stymied by policy makers who must balance complex competing issues and priorities. Although many successes have occurred, further work is needed toward improving investment in the nation's public health.

Funding Public Health: Achievements and Challenges in Public Health Financing Since the Institute of Medicine's 2012 Report.

OBJECTIVE: The purpose of this study was to review changes in public health finance since the 2012 Institute of Medicine (IOM) report "For the Public's Health: Investing in a Healthier Future." DESIGN: Qualitative study involving key informant interviews. SETTING AND PARTICIPANTS: Purposive sample of US public health practitioners, leaders, and academics expected to be knowledgeable about the report recommendations, public health practice, and changes in public health finance since the report. MAIN OUTCOME MEASURES: Qualitative feedback about changes to public health finance since the report. RESULTS: Thirty-two interviews were conducted between April and May 2019. The greatest momentum toward the report recommendations has occurred predominantly at the state and local levels, with recommendations requiring federal action making less progress. In addition, much of the progress identified is consensus building and preparation for change rather than clear changes. Overall, progress toward the recommendations has been slow. CONCLUSIONS: Many of the achievements reported by respondents were characterized as increased dialogue and individual state or local progress rather than widespread, identifiable policy or practice changes. Participants suggested that public health as a field needs to achieve further consensus and a uniform voice in order to advocate for changes at a federal level. IMPLICATIONS FOR POLICY AND PRACTICE: Slow progress in achieving 2012 IOM Finance Report recommendations and lack of a cohesive voice pose threats to the public's health, as can be seen in the context of COVID-19 emergency response activities. The pandemic and the nation's inadequate response have highlighted deficiencies in our current system and emphasize the need for coordinated and sustained core public health infrastructure funding at the federal level.

Association Between K-12 School Mask Policies and School-Associated COVID-19 Outbreaks - Maricopa and Pima Counties, Arizona, July-August 2021.

CDC recommends universal indoor masking by students, staff members, faculty, and visitors in kindergarten through grade 12 (K-12) schools, regardless of vaccination status, to reduce transmission of SARS-CoV-2, the virus that causes COVID-19 (1). Schools in Maricopa and Pima Counties, which account for >75% of Arizona's population (2), resumed in-person learning for the 2021-22 academic year during late July through early August 2021. In mid-July, county-wide 7-day case rates were 161 and 105 per 100,000 persons in Maricopa and Pima Counties, respectively, and 47.6% of Maricopa County residents and 59.2% of Pima County residents had received at least 1 dose of a COVID-19 vaccine. School districts in both counties implemented variable mask policies at the start of the 2021-22 academic year (Table). The association between school mask policies and school-associated COVID-19 outbreaks in K-12 public noncharter schools open for in-person learning in Maricopa and Pima Counties during July 15-August 31, 2021, was evaluated.

Aligning US Spending Priorities Using the Health Impact Pyramid Lens.

Thomas Frieden's "health impact pyramid" presents a hierarchy in which the wide base of the pyramid of socioeconomic factors at a population level has more impact on the health of the public than do individually focused interventions at the pyramid's top.From this pyramid perspective, the US spending priorities are misaligned, as expenses targeted at public health and socioeconomic factors are far outstripped by spending on individual health care services at the top of the pyramid. The nation's ongoing debate on health care reform continues to focus on access to individual health care services, despite evidence demonstrating the health impacts of population-level efforts at the base of the pyramid and the synergistic health impacts of health and social service collaboration.We examine the need for improved systems alignment through the lens of the health impact pyramid. We catalog the types of misalignments and their social, political, and systems genesis. We identify promising opportunities to realign US health spending toward the socioeconomic factor base of the health impact pyramid and emphasize the need to integrate and align public health, social services, and medical care in the United States.

Integration of Health and Social Services at the Systems Level: A Framework for Addressing Funding and Jurisdictional Silos.

Objectives. To examine spending and resource allocation decision-making to address health and social service integration challenges within and between governments.Methods. We performed a mixed methods case study to examine the integration of health and social services in a large US metropolitan area, including a city and a county government. Analyses incorporated annual budget data from the city and the county from 2009 to 2018 and semistructured interviews with 41 key leaders, including directors, deputies, or finance officers from all health care-, health-, or social service-oriented city and county agencies; lead budget and finance managers; and city and county executive offices.Results. Participants viewed public health and social services as qualitatively important, although together these constituted only $157 or $1250 total per capita spending in 2018, and per capita public health spending has declined since 2009. Funding streams can be siloed and budget approaches can facilitate or impede service integration.Conclusions. Health and social services should be integrated through greater attention to the budgetary, jurisdictional, and programmatic realities of health and social service agencies and to the budget models used for driving the systems-level pursuit of population health.

Excess Medical Care Spending: The Categories, Magnitude, and Opportunity Costs of Wasteful Spending in the United States.

Landmark reports from reputable sources have concluded that the United States wastes hundreds of billions of dollars every year on medical care that does not improve health outcomes. While there is widespread agreement over how wasteful medical care spending is defined, there is no consensus on its magnitude or categories. A shared understanding of the magnitude and components of the issue may aid in systematically reducing wasteful spending and creating opportunities for these funds to improve public health.To this end, we performed a review and crosswalk analysis of the literature to retrieve comprehensive estimates of wasteful medical care spending. We abstracted each source's definitions, categories of waste, and associated dollar amounts. We synthesized and reclassified waste into 6 categories: clinical inefficiencies, missed prevention opportunities, overuse, administrative waste, excessive prices, and fraud and abuse.Aggregate estimates of waste varied from $600 billion to more than $1.9 trillion per year, or roughly $1800 to $5700 per person per year. Wider recognition by public health stakeholders of the human and economic costs of medical waste has the potential to catalyze health system transformation.

Reduction in US Health Care Spending Required to Meet the Institute of Medicine's 2030 Target.

Objectives. To quantify changes in US health care spending required to reach parity with high-resource nations by 2030 or 2040 and identify historical precedents for these changes.Methods. We analyzed multiple sources of historical and projected spending from 1970 through 2040. Parity was defined as the Organisation for Economic Co-operation and Development (OECD) median or 90th percentile for per capita health care spending.Results. Sustained annual declines of 7.0% and 3.3% would be required to reach the median of other high-resource nations by 2030 and 2040, respectively (3.2% and 1.3% to reach the 90th percentile). Such declines do not have historical precedent among US states or OECD nations.Conclusions. Traditional approaches to reducing health care spending will not enable the United States to achieve parity with high-resource nations; strategies to eliminate waste and reduce the demand for health care are essential.Public Health Implications. Excess spending reduces the ability of the United States to meet critical public health needs and affects the country's economic competitiveness. Rising health care spending has been identified as a threat to the nation's health. Public health can add voices, leadership, and expertise for reversing this course.

Inaccuracy of Official Estimates of Public Health Spending in the United States, 2000-2018.

Objectives. To examine the accuracy of official estimates of governmental health spending in the United States.Methods. We coded approximately 2.7 million administrative spending records from 2000 to 2018 for public health activities according to a standardized Uniform Chart of Accounts produced by the Public Health Activities and Services Tracking project. The official US Public Health Activity estimate was recalculated using updated estimates from the data coding.Results. Although official estimates place governmental public health spending at more than $93 billion (2.5% of total spending on health), detailed examination of spending records from state governments shows that official estimates include substantial spending on individual health care services (e.g., behavioral health) and that actual spending on population-level public health activities is more likely between $35 billion and $64 billion (approximately 1.5% of total health spending).Conclusions. Clarity in understanding of public health spending is critical for characterizing its value proposition. Official estimates are likely tens of billions of dollars greater than actual spending.Public Health Implications. Precise and clear spending estimates are material for policymakers to accurately understand the effect of their resource allocation decisions.

The State of Rural Public Health: Enduring Needs in a New Decade.

Public health in the rural United States is a complex and underfunded enterprise. While urban-rural disparities have been a focus for researchers and policymakers alike for decades, inequalities continue to grow. Life expectancy at birth is now 1 to 2 years greater between wealthier urban and rural counties, and is as much as 5 years, on average, between wealthy and poor counties.This article explores the growth in these disparities over the past 40 years, with roots in structural, economic, and social spending differentials that have emerged or persisted over the same time period. Importantly, a focus on place-based disparities recognizes that the rural United States is not a monolith, with important geographic and cultural differences present regionally. We also focus on the challenges the rural governmental public health enterprise faces, the so-called "double disparity" of worse health outcomes and behaviors alongside modest investment in health departments compared with their nonrural peers.Finally, we offer 5 population-based "prescriptions" for supporting rural public health in the United States. These relate to greater investment and supporting rural advocacy to better address the needs of the rural United States in this new decade.

Barriers and facilitators to intraorganizational collaboration in public health: Relational coordination across public health services targeting individuals and populations.

BACKGROUND: Modern public health emphasizes population-focused services, which may require collaborative work both across and within organizations. Studies have explored interorganizational collaborations, but there are little data regarding collaborations within public health organizations. PURPOSE: We measured intraorganizational collaboration and identified barriers and facilitators to collaboration within a large public health department through a mixed-methods study. METHODOLOGY/APPROACH: Our study occurred at the Maricopa County (Arizona) Department of Public Health, the third largest local public health jurisdiction in the United States. To measure collaboration, we surveyed staff using the relational coordination tool. To identify barriers and facilitators to collaboration, we performed key informant interviews with department personnel. RESULTS: Relational coordination scores varied according to the focus of the service; clinical services had significantly lower levels of relational coordination than population-focused services (p < .01). We found high levels of mutual respect and lower levels of shared knowledge across services. Facilitators to collaboration included purposive cross-program meetings around specific topics, the organization's structure and culture, and individuals' social identities. Barriers included raised expectations for collaboration, low slack resources, member's self-interest, and trust. CONCLUSION: The relational coordination of services varied significantly according to the focus of the service. Population-focused public health services had higher levels of relational coordination than individually focused services. Collaboration was facilitated and impeded by both well-known and potentially emergent factors, such as purposive cross-service meetings and organizational culture. PRACTICE IMPLICATIONS: Population-focused services possessed higher levels of collaboration than individually focused services. Intraorganizational collaboration for improved population health relies on deliberate support from senior management and structured activities to increase shared knowledge and mutual respect.

Association of Presence of a School Nurse With Increased Sixth-Grade Immunization Rates in Low-Income Arizona Schools in 2014-2015.

School nurses often play large roles in implementation of school vaccination requirements aimed at controlling the spread of communicable disease. We analyzed the association between the presence of a school nurse and school-level vaccination rates in Arizona. Using school-level data from Arizona sixth-grade schools (n = 749), we regressed average sixth-grade school-level immunization rates on presence of a school nurse (registered nurse [RN] or licensed practical nurse [LPN]) and school-level socioeconomic status (SES), controlling for other school- and district-level characteristics. Schools with a nurse had higher overall vaccination rates than those without a nurse (96.1% vs. 95.0%, p < .01). For schools in the lowest SES quartile, the presence of a school nurse was associated with approximately 2 percentage point higher immunization rates. These findings add to the growing literature that defines the impact of school nurses on student health status and outcomes, emphasizing the value of school nurses, especially in lower SES schools.

The Importance of Health and Social Services Spending to Health Outcomes in Texas, 2010-2016.

OBJECTIVES: Public health and social services spending have been shown to improve health outcomes at the county level, although there are significant state and regional variations in such spending. Texas offers an important opportunity for examining nuances in the patterns of association between local government health and social services spending and population health outcomes. The primary objectives of this study were to describe local investments in education, health, and social services at the county-area level for all of Texas from 2002 through 2012 and to examine how changes in local investment over time were associated with changes in health outcomes. METHODS: We used two large secondary data sources for this study. First, US Census Bureau data were used to measure annual spending by all local governments on public hospitals, community health care and public health, and >1 dozen social services. Second, County Health Rankings & Roadmaps data measured county health outcomes. We performed regression models to examine the association between increases in local government spending and a county's health outcomes ranking 4 years later. Multilevel mixed-effects linear regression models accounted for mean spending in each category, county health factors ranking, and county and state random effects. RESULTS: Local governments in Texas spent an average of $4717 per capita across all health and social services. Although spending was relatively consistent across 2002-2012, there was notable variation in spending across counties and services. Regression models found that changes in four spending categories were associated with significant improvements in health outcomes: fire and ambulance, community health care and public health, housing and community development, and libraries. For each, an additional one-time investment of $15 per capita was associated with a 1-spot improvement in statewide county health rankings within 4 years. CONCLUSIONS: Existing evidence regarding the association between social services spending and health outcomes may not yield sufficiently granular data for policy makers within a single state. Investments in certain social services in Texas were associated with improvements in health outcomes, as measured by improvements in the County Health Rankings, in the years subsequent to spending increases. Similar analyses in other states and regions may yield actionable avenues for policy makers to improve population health.

The Financial and Business Analysis Capacities of the State and Local Public Health Workforce.

OBJECTIVE: To assess the financial competencies and skills of the state and local public health workforce. DESIGN: Analysis of the 2017 wave of the Public Health Workforce Interests and Needs Survey (PH WINS). Bivariate statistics and logistic regression models identified correlates and predictors of financial skills and skills gaps in the workforce. SETTING: PH WINS was fielded to a nationally representative sample of all staff at all local health departments serving 25 000 or more persons and all state health agency staff. PARTICIPANTS: A total of 47 604 people responded to PH WINS in 2017 (overall response rate 48%). MAIN OUTCOME MEASURES: Financial competencies were measured in 3 areas: public health program and service delivery, public health agency funding, and public health agency business planning. RESULTS: A moderate percentage of the state and local public health workforce (36.7%-40.6%) reported that financial skills were not applicable to their job. Skill levels tended to be modestly but significantly higher for the state health workforce than for the local health workforce. Correlates of financial proficiency and skills gaps varied for the 3 areas assessed and by state versus local setting. In general, administrators, managers and executives, older individuals, and persons working in decentralized or shared departments tended to have higher levels of financial skills proficiency. Persons working in clinical roles, supervisors, newer managers, and persons reporting higher levels of burnout were more likely to report a skills gap. CONCLUSIONS: There are areas of notable strengths in state and local public health workforce financial skills. Yet portions of the workforce that may have been subjected to newer financial training approaches did not consistently report higher financial skills. Findings suggest areas for further improvement in the financial competency of the state and local public health workforce.

The Importance of Governmental and Nongovernmental Investments in Public Health and Social Services for Improving Community Health Outcomes.

OBJECTIVE: To explore whether health outcomes are influenced by both governmental social services spending and hospital provision of community health services. DESIGN: We combined hospital provision of community health services data from the American Hospital Association with local governmental spending data from the US Census Bureau. Longitudinal models regressed community health outcomes for 2012-2016 on local government spending on health, social services, and education from 5 years previously, controlling for sociodemographic and hospital marketplace characteristics, spatial autocorrelation, and state-level random effects. For counties with hospitals, models also included county-level data on hospitals' provision of community health services. SETTING: All analyses were performed at the county level for US counties between 2012 and 2016. PARTICIPANTS: Complete spending, hospital, and health outcomes data were available for a total of 2379 counties. MAIN OUTCOME MEASURES: We examined relationships between governmental spending, hospital service provision, and 5 population health outcome measures: years of potential life lost prior to age 75 years per 100 000 population, percentage of population in fair or poor health, percentage of adults who are physically inactive, deaths due to injury per 100 000 population, and percentage of births that are of low birth weight. RESULTS: Governmental investments in health, social services, and education positively impacted key health outcomes but mainly in counties with 1 or more hospitals present. Hospitals' provision of community health services also had a significant positive impact on health outcomes. CONCLUSIONS: Hospital provision of community health services and increases in local governmental health and social services spending were both associated with improved health. Collaboration between local governments and hospitals may help ensure that public and private community health resources synergistically contribute to the public's health. Local policy makers should consider service provision by the private sector to leverage the public investments in health and social services.

Cost Analysis of 3 Concurrent Public Health Response Events: Financial Impact of Measles Outbreak, Super Bowl Surveillance, and Ebola Surveillance in Maricopa County.

OBJECTIVE: To generate estimates of the direct costs of mounting simultaneous emergency preparedness and response activities to respond to 3 major public health events. DESIGN: A cost analysis was performed from the perspective of the public health department using real-time activity diaries and retrospective time and activity self-reporting, wage and fringe benefit data, and financial records to track costs. SETTING: Maricopa County Department of Public Health (MCDPH) in Arizona. The nation's third largest local public health jurisdiction, MCDPH is the only local health agency serving Maricopa's more than 4 000 000 residents. Responses analyzed included activities related to a measles outbreak with 2 confirmed cases, enhanced surveillance activities surrounding Super Bowl XLIX, and ongoing Ebola monitoring, all between January 22, 2015, and March 4, 2015. PARTICIPANTS: Time data were sought from all MCDPH staff who participated in activities related to any of the 3 relevant responses. In addition, time data were sought from partners at the state health department and a community hospital involved in response activities. Time estimates were received from 128 individuals (response rate 88%). MAIN OUTCOME MEASURE: Time and cost to MCDPH for each response and overall. RESULTS: Total MCDPH costs for measles-, Super Bowl-, and Ebola-related activities from January 22, 2015, through March 4, 2015, were $224 484 (>5800 hours). The majority was for personnel ($203 743) and the costliest response was measles ($122 626 in personnel costs). In addition, partners reported working more than 700 hours for these 3 responses during this period. CONCLUSIONS: Funding for public health departments remains limited, yet public health responses can be cost- and time-intensive. To effectively plan for future public health responses, it may be necessary to share experiences and financial lessons learned from similar public health responses. External partnerships represent a key contribution for responses such as those examined. It can be expensive for local public health departments to mount effective responses, especially when multiple responses occur simultaneously.

Quantifying the Value of Prevention: A Survey of Public Health Departments' Quantitative and Economic Modeling Capacity.

OBJECTIVE: To improve the understanding of local health departments' (LHDs') capacity for and perceived barriers to using quantitative/economic modeling information to inform policy and program decisions. DESIGN: We developed, tested, and deployed a novel survey to examine this topic. SETTING: The study's sample frame included the 200 largest LHDs in terms of size of population served plus all other accredited LHDs (n = 67). The survey was e-mailed to 267 LHDs; respondents completed the survey online using SurveyMonkey. PARTICIPANTS: Survey instructions requested that the survey be completed from the perspective of the entire health department by LHD's top executive or designate. A total of 63 unique LHDs responded (response rate: 39%). MAIN OUTCOME MEASURE(S): Capacity for quantitative and economic modeling was measured in 5 categories (routinely use information from models we create ourselves; routinely use information from models created by others; sometimes use information from models we create ourselves; sometimes use information from models created by others; never use information from modeling). Experience with modeling was measured in 4 categories (very, somewhat, not so, not at all). RESULTS: Few (9.5%) respondents reported routinely using information from models, and most who did used information from models created by others. By contrast, respondents reported high levels of interest in using models and in gaining training in their use and the communication of model results. The most commonly reported barriers to modeling were funding and technical skills. Nearly all types of training topics listed were of interest. CONCLUSIONS: Across a sample of large and/or accredited LHDs, we found modest levels of use of modeling coupled with strong interest in capacity for modeling and therefore highlight an opportunity for LHD growth and support. Both funding constraints and a lack of knowledge of how to develop and/or use modeling are barriers to desired progress around modeling. Educational or funding opportunities to promote capacity for and use of quantitative and economic modeling may catalyze use of modeling by public health practitioners.