Richard A. Goodman’s research while affiliated with Emory University and other places

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Publications (129)


Life in Data Sets: Locating and Accessing Data on the Health of Americans Across the Life Span
  • Article

October 2019

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19 Reads

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2 Citations

Journal of Public Health Management and Practice

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Richard A. Goodman

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Samuel F. Posner

Context: The US government manages a large number of data sets, including federally funded data collection activities that examine infectious and chronic conditions, as well as risk and protective factors for adverse health outcomes. Although there currently is no mature, comprehensive metadata repository of existing data sets, US federal agencies are working to develop and make metadata repositories available that will improve discoverability. However, because these repositories are not yet operating at full capacity, researchers must rely on their own knowledge of the field to identify available data sets. Program or policy: We sought to identify and consolidate a practical and annotated listing of those data sets. Implementation and/or dissemination: Creative use of data resources to address novel questions is an important research skill in a wide range of fields including public health. This report identifies, promotes, and encourages the use of a range of data sources for health, behavior, economic, and policy research efforts across the life span. Evaluation: We identified and organized 28 federal data sets by the age-group of primary focus; not all groups are mutually exclusive. These data sets collectively represent a rich source of information that can be used to conduct descriptive epidemiologic studies. Discussion: The data sets identified in this article are not intended to represent an exhaustive list of all available data sets. Rather, we present an introduction/overview of the current federal data collection landscape and some of its largest and most frequently utilized data sets.


Developing Interventions

January 2019

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20 Reads

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1 Citation

Interventions are control and prevention measures that public health officials select and implement at one or more points in time after initiating a field investigation in response to an acute public health problem. Regardless of the nature of the problem, an immediate need exists to understand what is happening and to recommend and implement control and prevention measures that are scientifically justified and acceptable to the community. Public health officials must recommend these actions often without incontrovertible epidemiologic proof of a causal association between the putative source or cause of the problem and occurrence of exposure and disease or injury. Under such circumstances, the key question for the field epidemiologist and decision-makers is: “How much epidemiologic certainty is required before initiating action?” This chapter discusses the decision-making process regarding interventions during the course of epidemiologic field investigations and concludes with a summary of actions relating to interventions that should be considered at each progressive stage of the field investigation.


Initiating Operations

January 2019

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14 Reads

In response to an outbreak of disease of public health importance, a city, county, or state health department can request field epidemiologic assistance from the next higher level public health agency. In the United States, the highest level public health agency is the Centers for Disease Control and Prevention. To ensure smooth communications, planning, and execution of an epidemiologic field investigation, as well as to maintain good relationships from the initiation of the investigation to the final report, several operational aspects should be addressed. Key elements of operationalizing an epidemiologic field investigation include the following: 1) initial request and communications between inviters and invitees and a formal invitation for assistance from an authorized official; 2) clarification of the investigation’s main objectives and roles and responsibilities of those involved; 3) preparation of the field team for departure; 4) initial in-person meeting of the field team with local health officials and collaborators to review and update the situation, review local resources and primary points of contact, and identify a local public information officer; 5) management of field team activities with lists of necessary tasks for team members and frequent communications within the team, between team leader and senior supervisor, and between team and local officials; 6) in-person debriefing meeting with preliminary findings and recommendations by field team before departure; and 7) drafting of the final report with full findings and recommendations. Field investigations will proceed more smoothly and productively if both inviters and invitees adequately address key operational aspects before, during, and after the investigation.


Physician Training in Cancer Prevention and Control: A Population Health Imperative

December 2017

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19 Reads

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4 Citations

American Journal of Preventive Medicine

Cancer is the second leading cause of morbidity and mortality in the U.S. Although reducing the number of new cancer cases is a national health goal, the continuing growth of the older adult population ensures that the burden of cancer will increase. Despite documentation of the shortage of oncologists to meet the growing need, relatively limited attention has been focused on increasing the physician workforce trained in the prevention and control of cancer. The existing physician workforce with such specialized training in cancer prevention and control is small, aging, increasing at a low rate, and likely to decrease because of an imbalance between retiring physicians and new entrants. This commentary addresses the imperative for increasing the number of physicians trained in preventive medicine with a specialization in cancer prevention and control by first providing a brief overview of U.S. cancer morbidity and mortality, then describing the status of, and trends in, physician training in cancer prevention and control, and concluding by suggesting opportunities for bolstering physician training in cancer prevention and control.


Prevalence of dementia subtypes in U.S. Medicare fee-for-service beneficiaries, 2011–2013

May 2016

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113 Reads

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284 Citations

Richard A. Goodman

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[...]

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Shari M. Ling

Introduction: Rapid growth of the older adult population requires greater epidemiologic characterization of dementia. We developed national prevalence estimates of diagnosed dementia and subtypes in the highest risk U.S. Population: Methods: We analyzed Centers for Medicare & Medicaid administrative enrollment and claims data for 100% of Medicare fee-for-service beneficiaries enrolled during 2011-2013 and age ≥68 years as of December 31, 2013 (n = 21.6 million). Results: Over 3.1 million (14.4%) beneficiaries had a claim for a service and/or treatment for any dementia subtype. Dementia not otherwise specified was the most common diagnosis (present in 92.9%). The most common subtype was Alzheimer's (43.5%), followed by vascular (14.5%), Lewy body (5.4%), frontotemporal (1.0%), and alcohol induced (0.7%). The prevalence of other types of diagnosed dementia was 0.2%. Discussion: This study is the first to document concurrent prevalence of primary dementia subtypes among this U.S. Population: The findings can assist in prioritizing dementia research, clinical services, and caregiving resources.


An Official American Thoracic Society Workshop Report. A Framework for Addressing Multimorbidity in Clinical Practice Guidelines for Pulmonary Disease, Critical Illness, and Sleep Disorders

March 2016

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70 Reads

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17 Citations

Annals of the American Thoracic Society

Coexistence of multiple chronic conditions (i.e., multimorbidity) is the most common chronic health problem in adults. However, clinical practice guidelines have primarily focused on patients with a single disease, resulting in uncertainty about the care of patients with multimorbidity. The American Thoracic Society convened a workshop with the goal of establishing a strategy to address multimorbidity within clinical practice guidelines. In this Workshop Report, we describe a framework that addresses multimorbidity in each of the key steps of guideline development: topic selection, panel composition, identifying clinical questions, searching for and synthesizing evidence, rating the quality of that evidence, summarizing benefits and harms, formulating recommendations, and rating the strength of the recommendations. For the consideration of multimorbidity in guidelines to be successful and sustainable, the process must be both feasible and pragmatic. It is likely that this will be achieved best by the step-wise addition and refinement of the various components of the framework.



Identifying Landmark Articles for Advancing the Practice of Geriatrics

November 2014

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55 Reads

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7 Citations

Journal of the American Geriatrics Society

Landmark articles from the peer-reviewed literature can be used to teach the fundamental principles of geriatric medicine. Three approaches were used in sequential combination to identify landmark articles as a resource for geriatricians and other healthcare practitioners. Candidate articles were identified first through a literature review and expert opinion survey of geriatric medicine faculty. Candidate articles in a winnowed list (n = 30) were then included in a bibliometric analysis that incorporated the journal impact factor and average monthly citation index. Finally, a consensus panel reviewed articles to assess each manuscript's clinical relevance. For each article, a final score was determined by averaging, with equal weight, the opinion survey, bibliometric analysis, and consensus panel review. This process ultimately resulted in the identification of 27 landmark articles. Overall, there was weak correlation between articles that the expert opinion survey and bibliometric analysis both rated highly. This process demonstrates a feasible method combining subjective and objective measures that can be used to identify landmark papers in geriatric medicine for the enhancement of geriatrics education and practice.




Citations (83)


... However, single-agent are often ill-suited for nuanced medical contexts requiring adaptable, collaborative problem-solving. Our MDAgents 1 (Kim et al., 2024a) addresses this need by dynamically assigning collaboration structures to LLMs based on task complexity, mimicking real-world clinical collaboration and decision-making Parekh et al. (2011);Grembowski et al. (2014). This framework improves diagnostic accuracy and supports adaptive responses in complex, real-world medical scenarios, making it a valuable tool for clinicians in various healthcare settings, and at the same time, being more efficient in terms of computing cost than static multi-agent decision making methods. ...

Reference:

A Demonstration of Adaptive Collaboration of Large Language Models for Medical Decision-Making
Managing Multiple Chronic Conditions: A Strategic Framework for Improving Health Outcomes and Quality of Life
  • Citing Article
  • July 2011

Public Health Reports

... Locating, collecting, analyzing, and reporting accurate school health data is imperative, whether the information is for a workload instrument or demonstrating the impact of school nursing (Bergren, 2016;Sheetz, 2012). To overcome the challenge of locating and accessing health data, King et al. (2019) compiled an annotated list of federal data sets. compiled a table specific for school nurses on commonly used data and sources, including FRL. ...

Life in Data Sets: Locating and Accessing Data on the Health of Americans Across the Life Span
  • Citing Article
  • October 2019

Journal of Public Health Management and Practice

... In contrast, only 26.56, 25, and 23.44% of the residents believed that excessive body weight, an insufficient intake of fruits and dietary fiber, and a lack of exercise were associated with tumor development, respectively. This situation may relate to the fact that current postgraduate training education opportunities to enhance knowledge in cancer prevention are limited [19]. This also might be attributed to incomplete training during the normal study period. ...

Physician Training in Cancer Prevention and Control: A Population Health Imperative
  • Citing Article
  • December 2017

American Journal of Preventive Medicine

... Multivariate logistic regression was used to determine the association between (1) the presence of dementia and (2) vascular occlusions separated by type of occlusion (2a: artery versus vein) and subtype of occlusion (2b: branch versus central). Further multivariate logistic regression analysis was conducted looking at Alzheimer's disease and vascular dementia as primary outcomes since they are the two most prevalent causes of dementia in this study and nationwide [30]. Multivariate linear regression was used to determine the association between the age at dementia diagnosis and the presence of vascular occlusion. ...

Prevalence of dementia subtypes in U.S. Medicare fee-for-service beneficiaries, 2011–2013
  • Citing Article
  • May 2016

... Multimorbidity is usually associated with high treatment burden (defined as workload demands on patients to manage treatment and healthcare recommendations) [83]. One of the major drivers of high treatment burden is the cumulative implementation of multiple single condition guidelines without consideration of the overall patient impact [84][85][86]. Polypharmacy (often defined as five or more regular medications) is common in the post-ICU population (> 30%) and is an independent predictor of hospital readmission, even after adjustment for pre-existing medical conditions [68]. Medication related issues (e.g., prescribing and reconciliation errors) are common amongst critical illness survivors following hospital discharge (> 55%) with a significant proportion related to analgesic or psychiatric medications [87,88]. ...

An Official American Thoracic Society Workshop Report. A Framework for Addressing Multimorbidity in Clinical Practice Guidelines for Pulmonary Disease, Critical Illness, and Sleep Disorders
  • Citing Article
  • March 2016

Annals of the American Thoracic Society

... By evaluating the state of the art, it has been proven that preventing infectious diseases is not a new topic in scientific research [1][2][3][4]. In fact, studies have started in such a field after thorough knowledge in microbiology and microbial ecology, technology, and Germ theory. ...

The Structure of Law in Public Health Systems and Practice
  • Citing Chapter
  • March 2007

... In public health, problems are described according to person, place and time [50][51][52]. Place data indicate geographic patterns [51] and are related to where events or exposure occurred, where people live and where health care is provided [53]. Information on place include residence, workplace, school, recreation site, groups, states, countries, other relevant locales, or even movement between these fixed geographic points [50,52]. ...

Describing the Findings: Descriptive Epidemiology
  • Citing Article
  • January 2009

... Multimorbidity, defined as two or more co-occurring chronic diseases, has increased substantially in aged patients with a decline of cardiovascular structure and function, and it is highly disabling and costly (9)(10)(11). It is common that multiple comorbidities coexist in elderly patients. ...

Multimorbidity Patterns in the United States: Implications for Research and Clinical Practice
  • Citing Article
  • December 2015

The Journals of Gerontology Series A Biological Sciences and Medical Sciences

... 'Issue' in the context of the research question, in turn, often signifies a topic, subject matter, dispute or concern. An issue thus can be a mere topic involving, relating to, or regulated by law or a problem necessitating a legal solution (Neslund et al., 2010;Gostin and Wiley, 2016). Thus, in this review, legal issues include subjects regulated by existing law, involving legal institutions, or typically subject to legal regulation. ...

Legal Considerations in Public Health Surveillance in the United States
  • Citing Article
  • August 2010