Related Experiment Video
Updated: Jan 17, 2026

Methodology for Establishing a Community-Wide Life Laboratory for Capturing Unobtrusive and Continuous Remote Activity and Health Data
Published on: July 27, 2018
A Typology to Describe Community Context and Population Health Activities in Local Public Health Delivery Systems
Lois Dankwa1, Darrell J Gaskin, Keshia M Pollack Porter
1Author Affiliations: Department of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland (Drs Dankwa, Gaskin, Pollack Porter, and Marsteller); Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, Maryland (Dr Gaskin); Department of Health, Behavior and Society, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland (Dr Bower); and Johns Hopkins University School of Nursing, Baltimore, Maryland (Dr Bower).
Objective:
To develop a typology of approaches to population health activities that local health departments (LHDs) and their partners take to address community health needs, and identify associated contextual factors.
Design:
Using latent class analysis, we categorized how jurisdictions prioritize and perform 10 population health activities. With a latent class regression model (multinomial logistic regression), we examined the effect of county-level community characteristics on LHD class membership. Models include primary care provider ratio, income inequality ratio, social membership association ratio, percent non-Hispanic Black, and percent non-English speakers.
Setting:
Local public health delivery systems across the US.
Participants:
600 LHDs.
Main Outcome Measure:
LHD population health approach.
Results:
Information statistics revealed a 3-class model as most appropriate for the population health approach typology-Underutilized Network (Class 1), Community Need and Implementation-Focused (Class 2), and Health Disparities, Implementation, and Evaluation-Focused (Class 3). Roughly 41% of delivery systems fell into Class 1, 39% into Class 2, and 20% into Class 3. Class 1 health departments self-reported no/poor performance on the 10 population health activities. Class 2 health departments reported variable performance (0.30 < P ( x ) < 0.70). Class 3 health departments reported good/excellent performance for most activities (0.30 < P ( x ) < 0.75). Regression results showed the probability of a delivery system being in Class 1 was higher among counties with a larger number of social membership associations ( P < .05). The probability of a Class 3 approach increased as the percent of non-Hispanic Black people in the community increases ( P < .05).
Conclusions:
20% of local public health delivery systems achieve the highest level of response to community-specific health priorities. Many jurisdictions do not perform well on population health activities that can reduce health disparities overall. Those with a network of support, but without established plans and processes tailored to community-specific health needs, struggle to prioritize and perform population health activities.
More Related Videos
14:43A Novel Method for Involving Women of Color at High Risk for Preterm Birth in Research Priority Setting
Published on: January 12, 2018
13:44Project-Based Learning Guidelines for Health Sciences Students: An Analysis with Data Mining and Qualitative Techniques
Published on: December 9, 2022
Related Concept Videos
Primary Healthcare Services
In 1978, international leaders convened in Alma-Ata, Kazakhstan, for what would be a pivotal event in global health. The Alma-Ata Declaration was the first to call...
Methods Of Healthcare Delivery System
Managed Care System:
The managed care system is designed to control the cost while maintaining the quality of care. The patient's care from admission to discharge is planned by the primary care provider or the case manager, also known as the gatekeeper. In a managed care system, the number of care providers is...
Community Based Intervention
Foundations of Community Mental Health Programs
Central to the success of community-based interventions is the...
Models of Health Promotion and Illness Prevention I
The health belief model (HBM) attempts to predict health-related behavior in specific belief patterns. According to the HBM, a person's...
Models of Health Promotion and Illness Prevention II
The agent-host-environment model states that disease results...
Levels of Health Promotion and Illness Prevention
In primary prevention, actions taken before disease onset prevent the disease from...