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Table 1 Summary of scenarios used in the model

From: What will make a difference? Assessing the impact of policy and non-policy scenarios on estimations of the future GP workforce

Sub-models

Scenario

Description

Rationale/source

Measures

Policy or non-policy scenarioa

Scenario impact in 2033b

Need and Supply

1. Base scenario

Uses base year data—2003/04

Projections commence 2013

No changes except annual increase in level of service and population changes

Various (see [20] for details)

Various (see [20] for details)

  

Need

2. Reduced illness of the population

Changes in population incidence and prevalence of disease.

Vos et al [32] and Goss [33] predicted changes in incidence and prevalence for selected injuries and illnesses.

Changes in estimated prevalence/incidence levels from base year

Three changes estimated for years 2013, 2023 and 2033

Non-policy

−3.35% less need

3. Increased role substitution

Increased use of practice nurse in GP consultations.

Bettering Evaluation and Care of Health (BEACH) data on proportion of consultations/conditions managed where nurse involved [44].

In 2010–11, 9% of all encounters involved a practice nurse in patient care.

10% of all estimated GP consultations undertaken by practice nurses.

Policy

−10.00% less need

4. Increased Prevention

Change in preventive consultations as proportion of all consultations

Over 50% of GP consultations are for the management of chronic diseases and this is increasing [45].

A number of key strategies support increased preventative activity such as screening, immunisation and health checks [46, 47].

A 5% increase in the proportion of prevention consultations

Policy

0.05% more need

5. Increased visits to the GP

Change in average number and length of consultations.

Average number and length of consultations is an important measure of need.

Changes in utilisation can result from the introduction of new Medicare items [48] or influenced by the attributes of the GPs [49].

5% increase in average length of consultations by age/sex and 2011–12 estimates of average number of consultations from FMRC customised analysis.

Non-policy

7.36% more need

Supply

6. Increased GP training places

Increase in number of GP training places.

GP training positions has a direct impact on workforce supply.

SA proportion of an increase in 500 training positions nationally between 2015 and 2033 based on historic rates.

Policy

5.04% more supply

7. Reduced Participation

Change in proportion of GP stock working full or part-time.

AIHW Medical Labour Force Survey shows that between 1999 and 2009, the number of hours worked by GPs fell from 45.6 to 42.2 per week [50].

Working hours have declined more for male GPs (by 7.4%) than for female GPs (6.4%) [13]

A 25% increase in the number of urban full-time male GPs who move to part-time work.

Non-policy

−0.90% less supply

8. Reduced IMG recruitment

Decrease in number of IMGs entering the workforce for rural SA

Government goal from 2004 is national self-sufficiency and less reliance on immigration as a workforce strategy [40].

Change in IMGs entering rural GP by age, sex and work status by 25% from 2014

Policy

−6.29% less supply

  1. aPolicy scenarios reflect factors that can be influenced by government policies, non-policy scenarios reflect factors that may change in the absence of a government policy. Some scenarios are defined as policy and non-policy as they can be targeted by policy, but also change without a policy intervention
  2. bImpact is based on percentage difference in demand or supply of each scenario from the baseline scenario in 2033