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Other literature type . 2026
License: CC BY
Data sources: Datacite
ZENODO
Other literature type . 2026
License: CC BY
Data sources: Datacite
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Beyond Primary, Secondary, and Tertiary: A Practice-Derived Operational Architecture for Healthcare System Planning, Delivery, and Financing

Four Quadrant Healthcare Framework
Authors: Azim, Syed Sabahat;

Beyond Primary, Secondary, and Tertiary: A Practice-Derived Operational Architecture for Healthcare System Planning, Delivery, and Financing

Abstract

This paper proposes a practice-derived 2×2 classification matrix for healthcare system design built on two operational axes: Acuity (Acute vs Non-Acute) and Delivery Modality (Interventional vs Non-Interventional). The resulting four quadrants - Acute Non-Interventional (Q1), Acute Interventional (Q2), Non-Acute Non-Interventional (Q3), and Non-Acute Interventional (Q4) - each carry distinct implications for facility location, workforce design, digital delivery architecture, financing, and cluster development. Healthcare systems worldwide are planned, financed, and regulated around a classification framework - the primary, secondary, and tertiary tier system - that was conceptualised in 1920 and formalised at Alma-Ata in 1978. Despite its ubiquity, this framework systematically fails to answer the questions most material to health system planners: where should a facility be located? What infrastructure does it require? Which services can be delivered digitally? How should financing be structured? The framework proposed in this paper emerged not from theoretical exercise but from fifteen years of operational healthcare system design and implementation across eastern and northern India, encompassing more than 1,100 hospital beds across West Bengal, Uttar Pradesh, Bihar, and Odisha. Repeated operational observation revealed that two variables - time sensitivity (acuity) and infrastructure dependency (intervention requirement) - are far more predictive of planning requirements than institutional hierarchy or medical specialty. A 2×2 classification matrix built on these two axes yields four operationally coherent quadrants, each with distinct implications for facility location, workforce, digital delivery architecture, financing design, and cluster development. The framework's larger thesis is that healthcare infrastructure should be organised according to operational systems logic rather than institutional tradition or specialty hierarchy.

Keywords

Healthcare Clusters, Health Economics, Acute/Non-Acute · Interventional/Non-Interventional, Digital Health/classification, Health Systems Planning, Digital Health, Healthcare Financing, Digital Health Delivery, Digital Health/economics, Primary Healthcare

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
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