Monitoring of high-risk children in health services: A geospatial mixed-methods study

Bianca Machado Cruz Shibukawa1, Roberta Tognollo Borota Uema1, Natan Nascimento de Oliveira1

  • 1Universidade Estadual de Maringá, Maringá, PR, Brazil.

Insights

Adherence to high-risk child monitoring is declining, with increasing non-adherence and abandonment rates, particularly in remote areas. Failures in transportation and patient follow-up contribute to this trend.

Area of Science:

  • Pediatrics
  • Public Health
  • Healthcare Management

Background:

  • Monitoring high-risk children is crucial for early intervention and improved outcomes.
  • Rede Mãe Paranaense's high-risk centers face challenges in ensuring continuous patient engagement.
  • Understanding adherence patterns is vital for optimizing healthcare delivery.

Purpose of the Study:

  • To analyze adherence, non-adherence, and abandonment rates in the monitoring of high-risk children.
  • To identify factors contributing to deviations from scheduled monitoring within Rede Mãe Paranaense.
  • To evaluate the effectiveness of current monitoring protocols for vulnerable pediatric populations.

Main Methods:

  • A parallel and convergent mixed-methods study integrating quantitative and qualitative data.
  • Analysis of 3,107 medical charts for quantitative assessment and spatial distribution.
  • Content analysis of interviews with 29 health professionals and 34 family members for qualitative insights.

Main Results:

  • Adherence rates to monitoring are decreasing, especially in municipalities distant from high-risk outpatient services.
  • Non-adherence and abandonment rates are increasing, indicating a growing gap in care continuity.
  • Identified a failure in the coordination between transportation services and the active search for absent patients.

Conclusions:

  • Adherence to monitoring for high-risk children is declining.
  • Non-adherence and abandonment rates have significantly increased, posing a risk to patient care.
  • Systemic issues in logistics and patient follow-up require urgent attention to improve monitoring adherence.
Abstract

Related Concept Videos

Manipulation and Analysis01:21

Manipulation and Analysis

GIS manipulation and analysis functions are vital for decision-making and planning. These activities range from data retrieval tasks, such as selecting information based on specific criteria, to advanced analytical techniques that address complex spatial problems.One critical GIS analysis method is overlaying, which combines multiple data layers to examine impacts. For example, overlaying a river-dammed lake boundary with road networks can identify affected infrastructure. Another common...
49
Applications of GIS: Disaster Management and Emergency Response01:29

Applications of GIS: Disaster Management and Emergency Response

Geographic Information System (GIS) technology is essential for risk identification, action prioritization, and resource optimization in critical situations like flooding and earthquakes. By integrating spatial and demographic data, GIS provides a comprehensive framework for emergency response.GIS integrates data layers, like rainfall intensity, topography, elevation profiles, and river levels, to model high-risk flood zones. These layers assess areas susceptible to flooding based on their...
132
Principles of Disease Surveillance01:26

Principles of Disease Surveillance

Disease surveillance is the systematic collection, analysis, and interpretation of health data essential to the planning, implementation, and evaluation of public health practice. This process integrates data dissemination to entities responsible for preventing and controlling disease, injury, and disability. Surveillance systems provide crucial information for action, helping public health authorities make informed decisions to manage and prevent outbreaks, ensure public safety, optimize...
159
Levels of Use of a GIS01:29

Levels of Use of a GIS

Geographic Information Systems (GIS) operate across three levels of application, each representing an increasing degree of complexity: data management, analysis, and prediction. These levels reflect the expanding functionality and versatility of GIS technology in handling spatial data for diverse purposes.Data ManagementAt its foundational level, GIS serves as a tool for data management, enabling the input, storage, retrieval, and organization of spatial data. This level is often employed in...
79
Specialized Care Centers and Settings-II01:30

Specialized Care Centers and Settings-II

Rural Health Centers
Rural health centers are specialized care facilities in remote locations with very few medical personnel. The primary care providers who run the centers are mostly Registered Nurse Practitioners. Here, emergency treatment is provided to critically ill or injured patients before they are transferred to the closest hospital. Fortunately, due to advancement in technology, many rural healthcare facilities and professionals have easy access to diagnostic and treatment...
766