Where people move and when: temporary population mobility in Australia.
Charles-Edwards, Elin ; Bell, Martin ; Brown, Dominic 等
INTRODUCTION
Australia's population is conventionally characterised as
spatially concentrated, highly urbanised and oriented towards the
coast.(1) Seldom acknowledged are the more ephemeral aspects of
Australia's population geography, such as the annual surge of
people to coastal towns during the summer months or the constant chum of
temporary workers throughout the interior. Yet the magnitude of these
movements is extraordinary. For instance, almost one million
Australians, one person in 20, were away from their place of usual
residence on the night of the 2006 census. Over the year as a whole,
Australians aged 15 and over spent over 285 million nights away from
home.(2)
This constant flux of population has diverse and far-reaching
implications. It alters the demand for goods and services at both
origins and destinations: for water and energy, for housing, for food
and consumables, for roads and parking, for rubbish collection. It
impacts on fragile ecosystems and contributes to local environmental
pressures. It calls for careful, targeted planning on the part of
business and service providers, such as police and health care. In some
cases it can place considerable financial burdens on local communities,
especially in destination regions.
Australia's official population estimates, based on a usual
residence concept, are deliberately framed to exclude visitor movements.
Yet the significance of these temporary population flows and
counter-flows is now widely recognised, not only in Australia(3) but in
North America(4) and elsewhere.(5) The result is a small but rapidly
growing literature concerned, not only with understanding the volume and
spatial pattern of these movements, but with developing a new form of
estimates that encompasses the whole of the population requiring
services at any given time in a particular locality or region.
This paper aims to advance that agenda by examining the geography
of temporary population mobility in Australia using data from the
Australian national vistor survey (NVS). In contrast to the census, the
NVS is implemented as a continuous survey, thereby providing more
detailed information on the timing of population movements, as well as
their spatial pattern. Despite its longstanding availability, this
source of information has received surprisingly little attention outside
the tourism community. Here, we use these data to explore the
continually shifting feast that is temporary population mobility in
Australia, focusing both on variations in intensity over time, and their
changing spatial distribution. Data are resolved by purpose of
trip--tourism, business, and visits to friend and relatives--to explore
the reasons for the observed variations in the timing and spatial
distribution of moves.
Drawing these findings together, we then sketch a geography of
temporary population mobility in Australia, as the first step in moving
beyond conventional population estimates.
DEFINING TEMPORARY MOBILITY
Temporary population mobility has long been part of
Australia's cultural and economic landscape. While the circulation
of Aboriginal Australians and of the folkloric swagmen were the early
embodiments of this mobility, contemporary forms of temporary population
mobility are highly varied--ranging from short-term tourist mobility,
through the cross-country circuits of elderly grey nomads,(6) to the
work-related mobility of fly-in fly-out miners. (7) Not everyone has a
fixed abode, but common to all measures of temporary movement is the
assumption that each individual has a place of usual residence.
For the purpose of this study, we define temporary population
mobility to encompass those moves of at least one night in duration that
do not entail a change in usual residence. (8) This definition is
consistent with previous studies based on data from the census, although
the collection procedures used for the NVS result in the exclusion of
some groups.
DATA
In comparison with permanent migration, temporary population
mobility remains poorly served by conventional statistical collections.
The NVS is a dwelling-based survey that has operated on a continual
basis since 1998 and therefore provides a unique perspective on this
form of movement. The survey currently samples approximately 120 000
Australians aged 15 and over (up from 80 000 in 2004) with interviewing
spread throughout the year. (9) Respondents are questioned on their
domestic travel behaviour (both day and overnight trips) over the
previous four weeks with information sought on a range of topics
including duration, timing and frequency of movement, the origin and
destination(s) of travel, and purpose of trip. The basic unit of
temporary population mobility in the NVS is the overnight trip, defined
as travel involving a stay away from home for at least one night (but
less than one year) at a place more than 40 kilometres from home. (10)
The stipulation of a minimum distance excludes local moves; however,
given that the median distance of temporary moves captured by the 2001
census was 126.2 kilometres. (11) this is unlikely to result in
significant distortion in the measurement of temporary population
mobility.
Despite its advantages, the NVS has a number of limitations. First,
because it is a dwelling-based survey, the more mobile members of
Australian communities are less likely to be enumerated than are
sedentary individuals. (12) Second, some forms of temporary mobility,
such as of school students (under the age of 15) temporarily away at
boarding school, or children with bi-residential living arrangements
arising from parental separation, are not included in the sampling
population. Third, excessive sampling variability, particularly when
cross-classifying data, means it is sometimes difficult to estimate
visitor numbers reliably, even at the regional level. In the work
presented here, smaller and less populous regions had to be excluded
from various stages of the analysis. Despite this, the results reveal
new and intriguing insights into the undulating nature of
Australia's population geography. The analysis is based on data
from the 2005 NVS with Australian Tourism Regions adopted as the basic
geographical unit (Figure 1).
[FIGURE 1 OMITTED]
HOW MANY TRIPS?
In 2005, Australians aged 15 years and over undertook some 69.9
million domestic overnight trips--equivalent to just over fourtrips per
person, per annum. While the annual incidence of mobility (the total
number of moves per population) is recorded, the annual prevalence (the
total number of people within the population who moved) is not. We do
know, however, that in any given month at least 23 per cent of
Australians took an overnight trip, rising to 35 per cent in January.
There is also evidence of a subset of chronic movers within the
Australian population: on average, 17 per cent of movers accounted for
around 36 per cent of totaltrips. It is unclear how these monthly
prevalences translate into an annual figure--while we would expect the
cumulative incidence to increase in a linear fashion, the prevalence of
this mobility is likely to increase at a declining rate, as an
increasing proportion of moves are undertaken by repeat movers. (13)
An important feature of temporary population mobility is that its
intensity varies over time. In Australia, temporary mobility follows a
seasonal trend, measured by reference to the month returned, that has
remained stable since the NVS began collecting data in 1998 (Figure 2).
Temporary movements tend to peak in January (12 per cent, 2005), with
subsidiary peaks in March/April, and in July and October. In absolute
terms there were an extra 3.2 million trips taken in January 2005
compared with August 2005, the month with the lowest number of recorded
moves. The stability of the monthly pattern suggests that this
variability has an inherent structure reflecting a number of factors
that underpin movement across the Australian landscape. These factors
may variously reflect the attractiveness of different destinations over
time, or conditions at the place of origin (affecting the supply of
movers) and are likely to vary according to the purpose of movement.
[FIGURE 2 OMITTED]
WHY PEOPLE MOVE?
Temporary population movements are undertaken for a multitude of
purposes--both for production, for example business travel; and for
consumption, including tourism and health-related moves. The NVS
collects data on trip purpose split into 17 categories ranging from
visits to friends, through trips for business, to travel for
health-related reasons. These are commonly distilled into four
categories: tourism, visits to friends and relatives (VFR), business and
other. Each of these encompasses a variety of trip activities and
spatio-temporal behaviours. For example, tourism-related moves include
weekends away at the beach, winter trips to alpine resorts, and cultural
tourism to major cities, along with other more extended trips.
Inevitably, much of this finer detail is lost through aggregation, but
the broad categories share a commonality of purpose that also preserves
key dimensions of spa-tio-temporal behaviour.
In 2005, tourism movements comprised 42.3 percent of all overnight
trips, VFR 34.1 per cent, business 18.9 per cent, and other 4.6 per
cent. In Figure 3, the seasonal profile of temporary moves for 2005 is
split by purpose. It is clear that tourism underlies much of the
variation present in the aggregate seasonal profile. VFR mobility mimics
this tourism profile with the addition of a Christmas (December) peak.
Conversely, business movements--less seasonal than both tourism and VFR
mobility--follow a convex profile which is at a nadir over the summer
months. Other trips, including trips to access health-services and
personal appointments, vary little over the course of the year.
These differences in the temporal profile of trips by purpose would
be of only passing interest if the composition of temporary moves was
uniform across Australian regions. However, this is not the
case--tourism constitutes a large proportion of the total visitation to
many coastal regions, while work-related moves are an increasingly
important economic strategy in remote and rural Australia.(14) Because
their annual profiles vary, these compositional differences profoundly
influence the seasonal profile of visitation to individual regions.
[FIGURE 3 OMITTED]
To explore spatial variations in the composition of movement by
purpose to Australian regions a k-means cluster analysis was performed
in SPSS 15.0, with the percentage type of travel (tourism, VFR, and
business) as the clustering criterion. Trips taken for other purposes
were excluded as they account for only a small percentage of all
movements. Three classes of regions emerged from the cluster analysis: a
class dominated by tourism flows, a class with a high proportion of VFR
movement, and a third class with an above average proportion of business
moves. These are shown in Figure 4.
[FIGURE 4 OMITTED]
Marked spatial divisions exist between the three classes of
Australian regions. Membership of the tourism class is concentrated in
coastal locations and high amenity rural areas, including the alpine ski resorts of the Snowy Mountains (NSW) and High Country (Victoria);
regions in the VFR class stretch in a north-south band through
Queensland and New South Wales; while the business cluster is comprised
of regions located across inland and northern Australia, along with all
mainland state and territory capital cities. This spatial arrangement variously confirms the importance of the beach as a tourist destination,
the substitution of permanent labour migration by work-related temporary
movements throughout the interior,(15) and the economic and urban
primacy of Australian capital cities. Membership of the VFR cluster
appears to reflect both historic patterns of out-migration from many
parts of rural Australia,(16) as well as recent high levels of
in-migration to high amenity rural and coastal locations.(17)
The significance of the observed spatial (and temporal) bias of
temporary population mobility is that it points to a clear systematic
structure underlying the ebbs and flows of temporary population mobility
across the Australian settlement hierarchy. Building on what we know of
why people move, where, and when, this offers a useful foundation on
which to construct a geography of temporary population mobility,
envisaged here as a mobility surface.
POPULATION SURFACES
Temporary population mobility is best conceived of as an undulating
surface in which waves, currents and tides of movement produce a
continuous ebb and flow of people across the Australian settlement
system. This population surface can be imagined as stratified according
to purpose, with absolute and relative changes in the size of the
respective layers producing the undulations visible at the surface.
These can vary in size from minor peaks in visitor numbers to periodic
surges threatening to overwhelm host communities. While data and
cartographic issues limit our ability to represent this complex image,
we can deduce some aspects by examining a series of snapshots of this
surface, and relating these to the temporal and spatial signatures of
different purposes of movement.
Figures 5 to 8 reflect the population surface at four points during
2005, using in-movement rates standardised by population at the
destination zone. The population surface in January 2005 (Figure 5) is
characterised by high rates of movement to regions in southern and
coastal Australia. The seasonal profile of temporary movements (Figure
2) implies that visitor numbers to these regions are primarily
tourism-driven. Support for this is provided by the earlier analysis of
movement trip composition (Figure 3) which reveals a strong spatial bias
in tourism movements towards southern and coastal parts of Australia.
High rates of in-movement were also recorded in a number of regions
composed primarily of VFR flows--which also peak in January--however,
not all regions were uniformly affected. This is perhaps due to the
amplification of in-migration rates in regions where surges in tourism
and VFR movement occur simultaneously.
[FIGURE 5 OMITTED]
The corollaries of high-rates of in-migration to southern and
coastal regions in January are low rates of in-migration to large
swathes of inland Australia. This trough in visitation is the product of
a number of factors, including the hostile climatic conditions
(deterring tourism-related mobility), the higher relative attractiveness
of coastal regions at this time and the low incidence of
business-related moves which comprise a significant percentage of
mobility to many parts of inland Australia (Figure 4).
By April (Figure 6), the surge of movement to southern and coastal
areas has subsided, reflecting the overall decline in the total number
of movers (Figure 2) and this is accompanied by increased flows to
inland Australia. The rate of visitation to most inland regions by this
time has risen to match that in many coastal areas. The exceptions are
regions close to capital cities and along the New South Wales/Victorian
border, which record persistently high rates of mobility. These
localised peaks in mobility are likely to be caused by tourism and VFR
mobility tied to the Easter period. The net effect at this time is an
overall evening out of the population surface across the continent.
[FIGURE 6 OMITTED]
Further flattening of the population surface is evident in July
2005 (Figure 7), reflecting lower levels of temporary mobility, and
greater balance in trip composition, as the incidence of tourism-related
mobility declines relative to business and VFR movements. Tracking the
different strata of movement at this time is difficult, but a slight
northward drift of tourism-related movement, including groups such as
grey nomads, appears to accompany the circulation of business movers
throughout the north and inland.
[FIGURE 7 OMITTED]
The October snapshot (Figure 8) shows a resurgence of localised
peaks in visitor numbers in several distinctive regions including the
Whitsundays (Qld), the Snowy Mountains (NSW) and High Country (Vic),
along with other isolated localities in Victoria and South Australia.
Movements here are probably dominated by tourism-related flows and, in
the case of the Snowy Mountains and High Country, by both work-related
and tourist movements connected to the alpine ski season. Smaller surges
in visitation across parts of northern and inland Australia are a
product of work-related moves as well as of high volume tourism flows
attracted by the more amenable climatic conditions.
[FIGURE 8 OMITTED]
The endpoint of this annual undulation is the retreat of visitors
from inland and northern Australia with the onset of the wet season in
the north, and the hotter weather in the south. Simultaneously, the
temporal rhythm across Australia slows with the approach of summer,
causing work-related mobility to lessen in intensity. VFR mobility again
increases with many individuals returning home for Christmas, and
finally the annual migration to the beach begins again--producing a
population surface perhaps more closely aligned to Australia's
national psyche than is reflected in the country's permanent
settlement pattern.
CONCLUSION
The temporary population surface described in this paper is an
attempt to sketch an important, yet previously undefined, aspect of
Australia's population geography. While the impact of temporary
population mobility for the planning and provision of services is well
recognised, little is understood about the temporal and spatial
structure of this mobility. This neglect can be traced, in part, to the
move by many National Statistics Agencies to a usual-resident framework
for population statistics. While this is consistent with international
best practice, the outcome has been an almost exclusive concern with
where people live, not with where people are. To meet the demand for
estimates created by rising levels of temporary population mobility we
need to return to some form of de facto enumeration of population.
It is clear from the analysis presented here that this is a
demanding agenda. The undulating population surface produced by various
streams of temporary movers is complex and in a constant state of flux.
While identifiable patterns in space and time are present, for example
the January surge to the coast comprised of holiday makers, the temporal
and spatial resolutions available in aggregate data sets are too coarse
to identify much detail. What does emerge, however, is a sense of the
overall structure of the temporary population mobility surface in
Australia and it is this that may hold the key to the development of
small-area temporary population estimates. Complete enumeration of the
temporary population surface is a remote possibility, especially given
concerns over data privacy. A more promising approach may be to
supplement sample profiles of temporary populations with synthetic data,
especially in regions for which comprehensive information is
unavailable. This approach calls for a robust understanding of the ways
in which temporary populations are constructed by the various ebbs and
flows of movement that comprise Australia's undulating population
surface, a goal to which this paper has sought to contribute.
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Nearly one million Australians (one in 20) were away from home on
census night in 2006. Thus population estimates based on people's
usual place of residence provide an incomplete picture. This article
uses the Australian national visitor survey (NVS) to supplement these
estimates and outline a picture of the seasonal undulating movement of
Australians across the landscape each year.