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Related Concept Videos

Health Information Technology and Healthcare Information System01:30

Health Information Technology and Healthcare Information System

Health Information Technology (HIT)
Health Information Technology, commonly called HIT, integrates advanced information systems and technology in healthcare settings. Its primary functions include:
Self-Serving Bias01:29

Self-Serving Bias

Self-serving bias is a cognitive phenomenon in which individuals attribute positive outcomes to internal factors such as their abilities, intelligence, or effort while attributing negative outcomes to external circumstances. This cognitive distortion helps maintain self-esteem but can also impede objective self-assessment.Theoretical Explanations of Self-Serving BiasTwo primary theories explain the self-serving bias: the cognitive explanation and the motivational explanation.The cognitive...
Issues And Trends In Healthcare Delivery System01:29

Issues And Trends In Healthcare Delivery System

The issues and trends in healthcare delivery are constantly changing. The COVID-19 pandemic is one recent issue that wreaked havoc on healthcare systems, causing a shortage of healthcare workers, high demand for medicines and supplies, and increased medical expenditure due to a lack of insurance. Other issues include rising healthcare costs and care fragmentation.
Cost Containment
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Methods Of Healthcare Delivery System01:26

Methods Of Healthcare Delivery System

At the different levels of the healthcare system, we see varying methods of healthcare used. These methods include managed care systems, case management, and primary healthcare.
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 limited...
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Secondary Healthcare System

Secondary healthcare is offered by a specialist, generally in hospitals or clinics for patients referred by primary healthcare providers. It occurs when a person has an illness or injury that requires specific medical care. Secondary care is often referred to as acute care. Secondary care can range from uncomplicated care to repair a minor laceration or treat a strep throat infection to more complicated emergent care, such as treating a head injury sustained in an automobile accident. Whatever...
Self-Evaluation Maintenance Model01:29

Self-Evaluation Maintenance Model

The Self-Evaluation Maintenance (SEM) model offers a psychological framework to understand how individuals’ self-esteem is influenced by the achievements of others, particularly those with whom they share close personal bonds. The SEM model operates when personal rather than social identity guides individuals. Central to this model is the notion that individuals have an inherent desire to preserve a favorable self-image, which is continuously shaped by interpersonal comparisons and...

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Related Experiment Video

Updated: Jun 8, 2026

From Voxels to Knowledge: A Practical Guide to the Segmentation of Complex Electron Microscopy 3D-Data
12:08

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Published on: August 13, 2014

A closer look at self-pay segmentation.

David Franklin1, Coy Ingramn, Steve Levin

  • 1Connance, Waltham, MA, USA. dfranklin@connance.com

Healthcare Financial Management : Journal of the Healthcare Financial Management Association
|September 14, 2010
PubMed
Summary

Effective scoring for self-pay accounts involves choosing the right model and segmentation. Implementing suitable workflows and continuous performance monitoring are key for successful collections.

Area of Science:

  • Healthcare Administration
  • Financial Management
  • Data Analytics

Background:

  • Hospitals face challenges in optimizing revenue cycle management for self-pay accounts.
  • Accurate prediction of patient payment likelihood is crucial for efficient resource allocation.

Purpose of the Study:

  • To identify the core characteristics of successful scoring approaches for self-pay accounts.
  • To provide actionable insights for healthcare providers to improve collection strategies.

Main Methods:

  • Analysis of common attributes in high-performing self-pay account scoring systems.
  • Evaluation of workflow deployment strategies based on hospital capabilities and collection probabilities.

Main Results:

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  • Successful scoring necessitates careful selection of scoring models and segmentation.
  • Workflow implementation should align with hospital resources and predicted collection success.
  • Continuous performance monitoring is essential for sustained effectiveness.

    • Conclusions:

    • A multi-faceted approach combining strategic model selection, tailored workflows, and ongoing evaluation drives successful self-pay account scoring.
    • Optimizing these elements enhances financial performance and operational efficiency in healthcare settings.