This analysis of the organizational changes is of exploratory and quantitative nature. It focuses on patient flows that entered the healthcare system via the centralized access points for emergency care (EMDC-112) and non-emergency care (MH-1813). For this, annual data both before and after the centralization reforms in 2014 is presented. This paper limits itself to the description of the EMS in the Copenhagen region. There are no data included from other parts of Denmark or other parts of the healthcare system such as internal hospital data.
Setting
The Danish healthcare system is tax-based and centralized on the regional level [6]. The largest of those regions is the Copenhagen region, covering 1.8 million citizens with 6 hospitals and 8 emergency care units [7]. Emergency calls that come in via the EMDC-112 are triaged via the system of the Danish Index for Emergency Care. This decision tool for follow-up action has five levels, ranging from levels A to E. Level A represents potentially life-threatening conditions and level E non-urgent conditions that do not require a vehicle dispatch. In between, level B represents conditions that are urgent but not life-threatening, level C is not urgent but where transportation and observation are necessary, level D is planned patient transport, and level E refers to not urgent and also no action necessary [7, 8]. The MH-1813 uses a different decision tool, because of the difference in the target group. Yet, the software environment of the two dispatch centers are intertwined, which allows the MH-1813 to quickly transfer calls or immediately dispatch an ambulance if they recognize a caller with an emergency situation. Prior to the organizational change, the GP OOH collaborative did not have the option to directly dispatch ambulances but could contact EMS and request an ambulance [8]. There have been no changes to the staffing of ambulances because of the organizational change.
Besides ambulances, also special vehicles can be dispatched such as the helicopter (HEMS), ambulances equipped for neonatal patients (“babylance”), cars with paramedics specialized in patients with psychological illnesses (“psycholance”), and cars staffed with social workers (“sociolance”) for vulnerable citizens. In case of a (potential) life-threatening condition (dispatch level A and sometimes B), a “mobile critical care unit” (MCCU) car is dispatched in addition to the normal ambulance. This MCCU is staffed by a prehospital physician and a paramedic to support the ambulance crew.
When a cardiac arrest is suspected and quick resuscitation is desired, another system can be activated where citizens are the first responders. This system of “HeartRunners” is based on a smartphone app technology that alarms laypersons in the neighborhood of the patient and asks them to either bring an AED or go directly to the scene to start the resuscitation [9, 10]. Also, patient transport is integrated into the dispatch system and can be booked via an electronic system or via the de dispatch centers. MH-1813 organizes the planned laying patient transport (level D car), and the EMDC-112 is responsible for the unplanned laying inter-hospital transport (ambulance and MCCU).
To improve efficiency in the hospital emergency departments, patients are separated upon arrival according to their healthcare needs. Patients with an, upon triage, unclear disease (e.g., inexplicable abdominal pain) are brought to the diagnosis section and patients with a clear diagnosis (e.g., suspicion of broken bone) are directly brought to the treatment section. To avoid overcrowding of the emergency department waiting rooms, a system has been installed from where MH-1813 triage operators can schedule time slots at the emergency departments for their callers, in order to allow them to wait at home before the appointment.
Data collection
Where available, internal aggregate data was retrieved from the EMS Copenhagen for the period between January 1, 2010, and December 31, 2019. The EMS Copenhagen changed dispatch systems in December 2013; hence, activity registration methods might slightly differ between years. Descriptions of services are illustrated with current data and where available in comparison with historical data. Data gaps are caused by different payment systems before and after the reforms of 2014. Our investigation is based on the internal registration of dispatch numbers and expenditure of the EMS Copenhagen. As dispatches classified as level E in the Danish Index for Emergency Care refer to calls to the emergency system that require no action or dispatch, these are left out of the analysis.
Before the establishment of the MH-1813, the OOH services were organized by self-employed GPs. Data about those services were not available for evaluation. Data after the 1st of January 2014 were collected from all contacts to the two EMS telephone lines (EMDC-112 and MH-1813). Both electronic decision tools are integrated into the software system “Logis CAD” [11]. Here, the reason for encounter and triage response is electronically registered as incident data. To take into account the fluctuations in population numbers, information about the number of inhabitants in the Copenhagen region was retrieved from Statistics Denmark [12]. To plot the number of dispatches against the expenditure, the annual Consumer Price Index (CPI) in Denmark was retrieved from Statistics Denmark [13], and the average exchange rate between Danish krone (DKK) and euros (€) for the year 2019 was retrieved from the European Central Bank [14].
Patient and public involvement
There has been no patient and public involvement in this study.
Analysis
Descriptive analyses were performed, and absolute numbers and percentages for variables were reported. The annual costs of the EMDC-112 and MH-1813 were corrected for inflation using the CPI. First, the baseline year for the expenditure was set on the year 2010, and the expenditures of the succeeding years were adjusted into the actual value of 2010 to keep the buying power the same. Thereafter, the costs in Danish krone were re-calculated into euros using the average exchange rate between the two currencies in the year 2019. To take fluctuations of the number of inhabitants of the region into account, the number of dispatches per response level, expenditure, and the number of calls are presented per 10,000 inhabitants in the respective years.