Insights from and limitations of data linkage studies: analysis of short-stay urgent admission referral source from

Smita Dick1, Richard Kyle2, Philip Wilson3

  • 1Child Health, University of Aberdeen, Aberdeen, UK.

Insights

Referral source for urgent short-stay admissions (SSAs) in Scotland varied. Emergency department referrals were more common for older children, white ethnicity, and specific conditions like asthma.

Area of Science:

  • Healthcare analytics
  • Pediatric emergency medicine
  • Public health data linkage

Background:

  • Urgent short-stay admissions (SSAs) represent a significant healthcare burden.
  • Understanding referral pathways is crucial for optimizing patient care and resource allocation.

Purpose of the Study:

  • To identify the primary referral sources for urgent short-stay admissions (SSAs) in Scotland.
  • To compare the characteristics of children admitted via different referral pathways.

Main Methods:

  • Utilized routinely acquired hospital admission data from 2015-2017.
  • Linked admission data with information from three key referral sources: emergency department (ED), out-of-hours (OOH) services, and general practice (GP).

Main Results:

  • Over 92,000 SSAs were analyzed, with varying proportions referred by ED, GP, or OOH services.
  • Children referred by the ED were more likely to be older, of white ethnicity, from deprived areas, and diagnosed with conditions like asthma or croup.
  • Significant differences in odds ratios for specific conditions were observed across referral sources.

Conclusions:

  • Data linkage provides valuable insights into referral patterns for SSAs.
  • Improving data coverage, especially from primary care, is essential for comprehensive analysis.
  • Findings can inform interventions for integrated care pathways.
Abstract

Related Concept Videos

Methods of Documentation VI: Case Management Model01:15

Methods of Documentation VI: Case Management Model

The case management model is a multidisciplinary approach that involves healthcare professionals from diverse disciplines, such as physicians, nurses, therapists, social workers, and pharmacists, working collaboratively to address the various needs of patients. Each healthcare professional brings unique expertise and perspectives, contributing to a more comprehensive understanding of the patient's condition and tailoring treatment plans accordingly.
For example, a patient with a chronic...
612
Longitudinal Studies01:26

Longitudinal Studies

Longitudinal studies are also widely used in other medical and social science fields. For instance, in cardiovascular research, they can monitor patients' health over decades to identify risk factors for heart disease, such as high cholesterol or smoking, and evaluate the long-term effectiveness of preventive measures. Similarly, in mental health studies, researchers might follow individuals from adolescence into adulthood to understand the development and progression of conditions like...
198
Case Studies01:22

Case Studies

There are many research methods available to psychologists in their efforts to understand, describe, and explain behavior and the cognitive and biological processes that underlie it.
11.7K
Longitudinal Research02:20

Longitudinal Research

Sometimes we want to see how people change over time, as in studies of human development and lifespan. When we test the same group of individuals repeatedly over an extended period of time, we are conducting longitudinal research. Longitudinal research is a research design in which data-gathering is administered repeatedly over an extended period of time. For example, we may survey a group of individuals about their dietary habits at age 20, retest them a decade later at age 30, and then again...
12.1K
Data Collection I01:30

Data Collection I

Data collection gathers information needed to make accurate judgments about a patient's present condition. During a health history interview, subjective data is collected from the patient, their caregivers, or family members, and objective data is collected through observations and physical assessment. Patients are the primary source of subjective data. Thus information gathered from patients through interviews, observations, and physical examination is primary data. Secondary sources of...
6.4K
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