Table 1

A priori factors considered for inclusion in the analysis

Population factors
Age
 Age stratificationSix age groups (0–19, 20–44, 45–54, 55–64, 65–74 and 75+). Age stratification was constrained by the age-specific level of the other independent factors included.
Deprivation
 Unemployment37 2016: percentage of population unemployed.
 SILC deprivation38 2014, 2015, 2016: percentage of population deprived. Based on the Survey of Income and Living Conditions (SILC) Deprivation Scale regarding ability to buy certain goods and services.
 HP deprivation39 2016: percentage of population with greater than average levels of deprivation. Based on the Pobal HP Deprivation Index.
 SAHRU deprivation40 2011: percentage of population living in electoral districts in the lowest quintile of deprivation. Based on the Small Area Health Research Unit (SAHRU) Deprivation Index.
Geography
 Rurality68 2016: percentage of the population living in rural areas. Areas with a population below 1500 inhabitants are classified as belonging to the Aggregate Rural Area.69
Health system factors
Hospital
 Conversion rate3 70 2014, 2015, 2016: conversion rate of all emergency presentations to emergency admissions by hospital, weighted by the probability of a person from each county being admitted to that hospital.
 LOS of 1 day3 2014, 2015, 2016: percentage of all emergency admissions with a length of stay (LOS) of 1 day, by county of residence.
Primary care
 GPs71 2011: number of general practitioners (GPs) per 100 000 population.
Financial factors/funding of healthcare
 GMS25 2014, 2015, 2016: percentage of the population eligible for the General Medical Services (GMS) card.
 Private health insurance41 42 2015: percentage of the population with private health insurance.