For a dissenting view on whether:
A) The Apple Car rumour is true and;
B) Apple is capable of making a good car
Checkout this link: http://www.mondaynote.com/tag/asymcar/
For a dissenting view on whether:
A) The Apple Car rumour is true and;
B) Apple is capable of making a good car
Checkout this link: http://www.mondaynote.com/tag/asymcar/
This article gives you the details of my reasoning behind my predicted Apple Car.
The main analyst I refer to in this article is leading technology analyst, Horace Dediu. We cite materials predominantly from his two blogs and podcasts at Asymco (asymco.com) and Asymcar (asymcar.com). Dediu, a former student of ‘disruption theory’ pioneer Clayton Christensen[13], and now a director at the eponymous Christensen Institute, focuses his analysis upon disruption using Apple as a lens for study and comparison.
Although Dediu has made no firm statement upon the actual shape or functionality of the Apple Car itself, Dediu is on record as believing it will be influenced by certain key criteria. He looks particularly at Apple’s past history and its key strategies that brought it success, as well as examining the history of the broader automotive industry itself to try to understand what these key criteria will be.
I go one step further and ‘fill in the gaps’ left by Dediu’s criteria to give the reader a more tangible sense of the type of vehicle that Apple, or some other innovative companies, may seek to build if they were to start a car project from ‘scratch’ with a view to disrupting the incumbent automotive industry.
From Apple, Dediu notes that what brings it success is not strictly ‘disruption’ in the sense defined by Clayton Christensen. Disruption theory predicts the disrupting company generally starts with a ‘lower-end’ product that initially appears so insignificant to the incumbents that it is ignored. Instead, Apple is rather distinctive in that it tends to make ‘high-end’ products. Nevertheless, it has been seen since its inception, making what was a previously ‘low-end’ product category, better designed and more usable, charging a premium for superior execution.
Apple even goes so far as to enter a product category somewhat after a segment has gained traction, but nevertheless succeeds way beyond these pioneers despite their ‘first-mover’ advantage, through superior execution.
These differences in approach are important in understanding how Apple may execute on a future product. Below are examples of ‘the Apple way’.
The iPod and iPhone are excellent cases in point. The iPod was a late entrant into the digital music player business. Regardless, they became the number one selling digital music player through superior execution. Their big innovation for that device was to develop the digital ‘scroll wheel’ to allow easier use. Additionally they changed the way music was sold through the introduction of the iTunes Store a few months after the iPod’s launch.
Blackberry, the dominant smartphone prior to the iPhone. In its time the Blackberry was nicknamed the ‘Crackberry’, so addictive was its appeal.
Similarly with the iPhone, smartphones had achieved some market success by the early 2000’s with comparably sized smartphones being produced by Palm and Blackberry. It wasn’t until 2007 that Apple entered the smartphone race against the firmly entrenched Blackberry.[14] Apple famously did away with the tiny physical keyboards on these devices that many people struggled to use, and improved the touch screen experience compared to what was used on the Palm devices. Once again, Apple took an already established segment, improved the interface and opened up the market for smartphones to even more people.
So much is apparent from Apple’s recent history, but many may not have been around for its early history. However a brief examination of this early history shows the ‘DNA’ of the company emerged very quickly even during its start-up years. For example, the first Apple computer delivered a superior package to the numerous other start-up personal computer makers around at the time in the 1970’s, offering as it did, the first personal computer with an easy to read output (a ‘monitor’ or TV screen rather than punch cards in binary), and an easy-to-use input device – a QWERTY keyboard, making it immediately recognisable to a population familiar with mechanical typewriters.[15] At the time, these additions were considered revolutionary in a personal computer.Image 5. The first personal computer, the Altair 8800. Note its difficult to understand output ‘display’ and lack of easy data input.
The first personal computer. Note the lack of easy-to-read display output and easy-to-use input device like a keyboard.
A few years later, Apple went a step further with the Macintosh making the user interface even more user-friendly by introducing the graphical user interface and mouse which were developed at Xerox PARC and essentially given to them by an executive at the then dominant Xerox corporation.[16] Clearly, that Xerox executive did not understand the value of his company’s own research, but Jobs did, appreciating the ability of the technology to allow anyone to use a computer which had hitherto been amenable only through an inscrutable computer command line interface.[17]
The original Apple Macintosh that pioneered the widespread use of graphical interface and mouse in personal computing.
In this way, we see Apple, time and again, introduce a new product, which despite its lack of primacy into its segment, still competes with non-consumption.[18] i.e. People who had never purchased these product categories before, would buy one when the Apple version came out.
In the case of the iPhone, it created a market so strong that Apple could weather the 2008-9 GFC, recording stunning growth during that period. By comparison, despite the far more benign conditions relative to the GFC, Apple CEO Tim Cook described the late 2015 quarter as ‘the toughest he’s seen for Apple’ with their primary profit driver, the iPhone’s sales figures, receding in a year-on-year comparison. This reveals how much difference it is to compete in a rapidly saturating market, compared to the green fields of non-consumption.
The second factor Dediu refers to frequently is that Apple’s track record and statements by its senior leadership strongly suggest that Apple would only enter into a new market, in this case, the car market, if it felt it could make a ‘significant contribution’. Tim Cook’s statement, taken from before he became CEO, and in response to the inevitable analyst question regarding ‘What will Apple become without Steve Jobs?’ is worth quoting in full (My emphasis added):
“We believe that we are on the face of the earth to make great products and that’s not changing. We are constantly focusing on innovating. We believe in the simple not the complex. We believe that we need to own and control the primary technologies behind the products that we make, and participate only in markets where we can make a significant contribution. We believe in saying no to thousands of projects, so that we can really focus on the few that are truly important and meaningful to us. We believe in deep collaboration and cross-pollination of our groups, which allow us to innovate in a way that others cannot. And frankly, we don’t settle for anything less than excellence in every group in the company, and we have the self- honesty to admit when we’re wrong and the courage to change. And I think regardless of who is in what job those values are so embedded in this company that Apple will do extremely well.”
– Tim Cook fielding analyst questions during 2009 Q1 earnings call
In his podcast entitled ‘Meaningful’, Dediu is on record as saying he feels this would mean that Apple is intent upon making an ‘iconic car’, in the vein of the Volkswagen Beetle, the Ford Model T, the Fiat 500, the Citroen 2CV, and the (original) Mini. Considering the sales volumes of these cars, Dediu asserts that Apple intends to make a car that can sell in the millions, with a minimum goal of 1,000,000, although perhaps achieved over some years.
The third important criteria in understanding what the Apple Car would need to be, comes from an external factor – the history of the car industry itself.
Dediu argues that in automotive history, great changes have always come with the advent of a new means of production. He points out the three big changes of production in automotive history each brought their respective proponents to primacy. For Ford, it was famously the assembly line for the Model T. Ford was later overshadowed by General Motors, through a production method that allowed different plants to focus upon different components e.g. Engine, chassis, body, so that greater specialisation, efficiencies and variety of products could be accommodated.[21] He believes this led to GM’s ascendancy in the post-war period.[22] More recently, Toyota employed its now famous Just-in-time (JIT) methodology that reduced supply chain logistics costs and improved quality through reduced inventory, reduced error and improved response time from factory to the consumer and back again. Toyota became the number one carmaker in the World in 2012. Consequently, Dediu feels that for Apple to become a significant carmaker, it must look to challenge or change the existing means of production.
For Dediu, this is more than just a historical coincidence. He points to the present high cost of car manufacturing plants, which he argues, cost in the billions to create. Much of the tooling is expensive due to the stamped sheet metal process used by most mass-manufacturing carmakers today. Tesla Motors – a carmaker Dediu frequently argues is not truly ‘disruptive’ in the Christensen sense – was fortunate to be able to buy a disused Toyota plant in Fremont, California for a bargain price of $42 million, but it has spent millions in re-tooling it. [23] As an alternative, Dediu points to the ‘iStream’[24] production method developed by F1 McLaren designer, Gordon Murray. Using the steel tubing and rapid turnaround methodologies of the race car industry, Murray claims he can cheaply make cars in smaller batches than present car manufacturing plants which are only viable after they make a few hundred thousand cars (assuming the cars sell!). Murray says iStream makes short production runs of 15-65000 vehicles feasible, and improves the customisability of these vehicles too. Through using a methodology like iStream, Dediu speculates this could save a new market entrant billions.
iStream – a good fit with disruption theory
It goes without saying that these vehicles can be structurally very strong and necessarily light,[25] fitting in with Dediu’s speculation on a small Apple Car. The weight reduction becomes important in later calculations required to make the Apple Car’s speed and dynamics viable for the ‘job-to-be-done’.[26] It also fits in with the overall disruption theory of developing a cheaper product segment that many in the incumbent industry would deride.
Classic disruption theory suggests an incumbent will tend to be disrupted from ‘below’, in a cheaper product category that the incumbents dismiss until it is too late. Below is a quick summary of these ‘lower’ product segments and their issues. Note their compatibility with the iStream production methodology and its inherent strengths:
A typical electric bicycle. Note the battery compartment placed along the ‘post’.
An electric cart designed for senior citizen mobility.
An ‘hoverboard.’ Different modes of personal transport are being enabled by the more powerful Lithium battery technology
Presently, many in the car industry would not consider the above product categories as threats to the conventional 4-5 seater ‘cabin on four wheels’. However, when these lighter, smaller vehicles are considered in the context of the strong frames and advanced materials used in Formula 1 racing car design that are possible in the iStream production methodology, they can begin to overcome many of the issues these personal transport solutions have in becoming more mainstream. When combined with ‘smart’ technology e.g. to auto-balance, park and avoid collisions, they become a much more viable solution to a broader range of people. i.e. they become product categories that compete with non-consumption.
To add fuel to this speculation is the fact that Apple have been seen to add ‘vehicles’ to their list of company activities in Switzerland.
The paragraph added is reported by Swiss site ApfelBlog:[32]
“Vehicles; Apparatus for locomotion by land, air or water; electronic hardware components for motor vehicles, rail cars and locomotives, ships and aircraft; Anti-theft devices; Theft alarms for vehicles; Bicycles; Golf carts; Wheelchairs; Air pumps; Motorcycles; Aftermarket parts (after-market parts) and accessories for the aforesaid goods.”
Rail cars? Bicycles? Golf carts? Wheelchairs? Motorcycles? Perhaps these are just necessary inclusions in the ‘vehicle’ category in Switzerland, but it serves as a warning to not close off options. For my part, I suspect Apple will adopt a four wheel format but in a ‘micro’ size, slightly larger than the electric cart seen here.
Another factor mentioned specifically by Dediu in the context of the Apple Car is the importance of the emerging markets to Apple’s revenues.[33] Tim Cook clearly sees the importance of Apple continuing its initial success in China, and achieving similar success in India.[34] Consequently, it stands to reason that whatever future products Apple comes up with, whether a car, or some other device, it must provide a solution to problems that are relevant in not only the established first world markets that Apple dominates, but also in these populous new emerging economies, especially the large cities of China, India, Brazil and Indonesia.
Interestingly, Dediu does touch upon the above issue when he refers to Christensen’s ‘jobs-to-be-done’ framework.[35] We quote the principle from the Christensen Institute’s website: [36]
“Customers rarely make buying decisions around what the “average” customer in their category may do—but they often buy things because they find themselves with a problem they would like to solve. With an understanding of the “job” for which customers find themselves “hiring” a product or service, companies can more accurately develop and market products well-tailored to what customers are already trying to do.”
Taken in the context of cars, the fundamental job that many cars are trying to solve is to get the person from A to B, safely, comfortably, affordably and quickly. Many cars also try to address stylistic and ego issues as a job-to-be-done.[37] Dediu frequently uses the example of Tesla cars, which he feels people buy to look both cool and wealthy (without being ostentatiously wealthy), but also environmentally conscious – something that no other sports cars could do as well as Tesla Motors.
When we take the ‘jobs to be done’ framework in the context of the emerging markets, we see that they share the problem of many in the First World, only worse. They too have traffic jams – much worse than ours in fact in the big cities of China, India, Brazil and Indonesia – and they too will find it difficult to get parking at their destination. Consequently, if we can envisage an automotive solution that helps alleviate or solve these issues in both the First World and Emerging Markets contexts, then this is likely to be a space that Apple is trying to address as well.[38]
Another point that Dediu raises frequently, though not so much in the car context, is that people frequently (mistakenly) believe the technology itself is the disruption. However, there are many instances when the technology has been around for years, but the disruption does not occur until the business models the technology(ies) enables begin to operate.
An interesting example in the transportation industry is that of Uber. Using a variant of social media software to solve an information problem (i.e. People wish to find a lift to their destination; Drivers wish to find passengers), Uber is taking over a large portion of the taxi industry’s traditional business.
We also saw with Apple that the iPod in and of itself was not what revolutionized the industry. It was the iPod in conjunction with the Apple iTunes Store. Where previously the recording industry sold most of its content on physical media such as CD’s, in retail stores, the iTunes allowed for easy and legitimate purchase of just a single track at a much lower price point.
Of course, the above-mentioned factors are not the only factors that may impact upon the success or failure of an Apple Car. Other theories that are frequently described in the context of disruption Aggregation Theory[39] and Modularity Theory. I am not fully abreast of these theories and can only speculate upon how they might impact the automotive industry.
Modularity
Dediu has described his ‘Law of conservation of modularity’[40], my loose understanding of which is that he postulates disruption may occur when some significant change has occurred to make a system modular. Modularity, he argues will push some facets of development and slow others depending upon which is the ‘inferior’ component. In the context of the automotive industry it appears he identifies high degrees of modularity, with specialist suppliers supplying most components of the car, such as suspension, transmission, tyre technology, entertainment systems, etc. With an electric drive train, even more can be outsourced and commoditised, as electric drive trains are far simpler than internal combustion engines.
In fact, we see a similar phenomenon in the bicycle industry with gears (Shimano), seats, brakes and electric motors coming from suppliers, with the big brands assembling these products and repackaging them under their own brand name. Consequently, it is easy to envisage a modular industry quickly developing around a small form-factor vehicle, perhaps using ‘off-the-shelf’ components that are slightly upscaled or specifically designed for the Apple Car (BTW: Another Apple hallmark as we saw in the case of Corning developing ‘Gorilla Glass’ for Apple’s iPhone).
Aggregation Theory
With ‘Aggregation Theory’, Thompson states:
“Looking forward, I believe that Aggregation Theory will be the proper framework to both understand opportunities for startups as well as threats for incumbents:
The Uber and Airbnb examples are especially important: vacant rooms and taxis have not been digitized, but they have been disrupted. I suspect that nearly every industry will belatedly discover it has a critical function that can be digitized and commodified, precipitating this shift. The profound changes caused by the Internet are only just beginning; aggregation theory is the means.”
We have already seen Tesla Motors performing software upgrades automatically that boost performance and identify any issues with their vehicles in a much more efficient manner than is possible with earlier cars. It will be up to the Apple Car’s designers and others operating in this space to conceive of what these might be, or alternatively develop a car ecosystem that allows developers the opportunity to address them at some later date.
When one considers all of these points together, we arrive at:
To help paint a picture of the specifications and performance of such a vehicle, I refer to the existing performance characteristics and specifications of existing electric vehicles and extrapolate and interpolate from there.
Electric Bicycles
Curb Weight: Around 50-80 pounds (23-36kg)[42] with the lower spectrum being a more expensive ‘lightweight’ bicycle and the higher end being designed with a more powerful (500W) motor and steel frame.
A typical budget electric bicycle would tend to have a 200-250W motor and should push an average adult male (80kg, giving a combined weight including the bike of about 110kg) at around 25kph on level terrain with a standard steel frame.
EO smart connecting car 2 (a small ‘concept’ car)
Size: | 2.58 m x 1.57 m x 1.6 m; Or rather 1.81 m x 1.57 m x 2.25 m (The indication of the length of the vehicle depends on the type of tire / tyre section. The values have been recorded with tires of type 200/60 R 16 79V.) |
Weight: | 750 kg |
Power supply: | 54V – LiFePo4 battery |
Speed: | 65 km/h (40 mph) |
Actuation/ Engine: | 4 x 4kW wheelhub motors; 10 x longstroke-Lineardrive with 5000N 1 x Folding Servo |
Sensors: | Hall-effect as well as string potentiometer sensors for angle and length measurementStereo-Kameras at the front and at the back32-Line Lidar for 3D-scans of the environment6 ToF 3D cameras for near field overview |
Communication: | CAN-Bus RS232 RS485 LAN |
Tesla Model S[43] (a conventionally sized, luxury sports car with a powerful electric motor)
Curb Weight: 4647.3lb (2107.8kg or just a little over 2 tonnes)
Powertrain: 70kWh or 85kWh variant microprocessor controlled, lithium-ion batteries
Length: 196.0” (16.3 feet or almost 5m long)
Width: 86.2” (7.2 feet or around 2.2m wide)
We speculate that Apple would wish to have some more conventional performance specifications, that could propel the vehicle up to a speed of around 110km/h to cater to Western markets, but not much more as few roads allow speeds beyond this. Even those that do allow greater speeds generally allow traffic to go at 110km/h. Keeping the Apple Car’s top speed lower than most internal combustion engines are capable of would be in keeping with Apple’s tradition of not engaging in ‘spec wars’. From the outset, Apple has always eschewed striving to be the ‘most powerful’ or the ‘fastest’, but instead chose to reach only those performance benchmarks necessary to do the job.
Extrapolating and interpolating from the above, I conjecture that a vehicle weighing around 400-700kg (made possible by the use of light, strong materials, with lower bounds limited by the considerable weight of batteries, presumably placed in the ‘floor’ of the car)[44] would need motors totaling from 10-30kW (smaller motors could be placed at each wheel and co-ordinated using software) to propel it to speeds between 80-110km/h with a range in excess of 300km – more than adequate for most purposes, especially ‘short runs’ to the shop/public transport hub or keeping up with commuter traffic in emerging markets.
If Apple were to build a car about the size of the EO smart connecting car 2, then it may attempt to reduce weight by using lighter, but stronger materials as that employed in the iStream methodology. However, because it would have more powerful batteries, which are the components that weigh the most in these types of cars – c.f. the 2 tonne Tesla S) that give greater speed and range (250 miles+), the weight may stay the same at around 500-800kg.
The Toyota i-Road has tilting technology to increase stability caused by the high height relative to the narrow base.
As stated before, Apple tend to adopt premium pricing within the product segment they operate in. If they were making a conventional car, we anticipate they would be selling cars priced in the range of the Tesla Model ‘S’, or US$70,000/AU$100,000. However, we do not believe Apple will produce a conventional car for the numerous reasons mentioned above. Instead, we are looking at something more like a highly specced electric cart or autocycle. As mentioned, autocycles frequently are priced at US$15,000+ due to their lack of economies of scale. With a production technique like iStream, we anticipate these prices could be reduced below US$10,000, even with deluxe materials such as a carbon fibre body due to economies of scale. One price range the Apple Car may be trying to gun for is the US$35,000 mark for enough Apple Cars to move 4-5 people. This price mark is what many in Western markets would call the higher end of the family sedan car prices (think the Honda Accord Euro, and Mazda 6) and is also the stated price of the highly anticipated Tesla Model III.[46] So should the Apple Car come in a single seat configuration only, then we would expect four of them to cost below US$40,000.
In the context of personal transportation, we can all foresee that one day people may not even own cars, and instead hail the all pervasive driverless Uber car or its equivalent. But in the meantime – most experts predict that eventuality is at least 10 years away – can Apple come up with a solution that will be needed or wanted by billions?
Perhaps from the above criteria, Apple can craft a high quality, personal transportation vehicle that is more economical than the traditional car, safer, more comfortable and quicker than car alternatives (e.g. motorcyles, electric carts), but above all solves the jobs to be done around transportation much better than the traditional motorcar.
Daimler CEO, Dieter Zetsche. Originally a doubter of Apple’s capability to produce a competent motorcar.
Doubt has been expressed by some as to this ever occurring. In February 2015 Daimler CEO, Dieter Zetsche stated:
“If there were a rumour that Mercedes or Daimler planned to start building smartphones then they (Apple) would not be sleepless at night. And the same applies to me”.[47]
Then in late January, 2016, back from a recent tour to Silicon Valley, Zetsche acknowledged his surprise at the progress in Silicon Valley:[48]
“Our impression was that these companies can do more and know more than we had previously assumed. At the same time they have more respect for our achievements than we thought,”
Clearly, with Apple’s track record, no one should be dismissing the possibility of a successful Apple Car anymore.
Yen Yang is the Principal, Creative Industries for BYP Group.
To contact Yen, email yen at bypgroup dot com
(This is a short article about the Apple Car. For more reading on this topic, please see my detailed blog post on the future of the smart car.)
In February 2015 the Wall Street Journal (WSJ) published an article claiming Apple would enter the automobile market.[1 and 2] It seemed like the final confirmation of a rumour that had circulated for months, if not years, around what was then the World’s largest company and is still the most admired.[3] Since that point in time, no one has seriously disputed the existence of the project,[4] apparently codenamed ‘Titan’, which the WSJ claims is scheduled for 2019 release.[5]
Instead, speculation has turned to the car itself: What will it look like? What will it do that is different to cars today? Will it be electric? Will it be driverless? Since they appear to have entered into an agreement with BMW, will it look anything like the BMW i3 electric car? Or will it look like a minivan as speculated in the WSJ article? How will it be manufactured? What could Apple possibly do to make a profit or improve upon the 5-seated cabin on four wheels format that has dominated the ultra-competitive car industry for over a century?
Using parameters identified by leading analysts and taking the best of experimental car designs visible in the public domain, it may be possible to begin to visualise the rough envelope, and significant features of the upcoming Apple Car or other future vehicles[6] that may eventually supplant the motorcar that we know today.
I conjecture that the Apple Car, or another potential ‘disruptor’ to the established automotive industry, will have the following criteria. It will be:
If you are interested in understanding how I got to this point, you can read more here.
Yen Yang is the Principal, Creative Industries for BYP Group.
To contact Yen, email yen at bypgroup dot com
References
I was just bookmarking a few useful guides and tools for SROI and the like, and then thought, if this is useful for me, why not share it? So here are a few of my favourite links (is that a song…?) and apologies if I am telling you stuff you already know.
Other awesome websites:
A European report has just been released which reviews the available evidence and methodologies for cultural and creative ‘spillovers’ into other areas of society. The researchers, who included the creative industry veteran Tom Fleming, looked for evidence in:
This might not surprise you, but Fleming and his team found that there is not enough evidence in all the many research articles out there to demonstrate a causal link between the arts/culture and many claimed spillovers. The research for these areas were persuasive, but fell short of proving causality.
He did find that there were several areas where causality had been established to a scientific standard:
We were excited to see Fleming recommend the following to really look at if and how arts/culture can cause social change:
We have our fingers crossed extremely tightly that some funding goes towards this in the academic and cultural space. As we all know, the kind of research to find out if the arts ‘changes the world’ and if so, exactly how and where and when and who, costs the kind of money most arts organisations don’t have.
At the moment what we mostly do in our evaluations is look at the existing research into the determinants of particular social outcomes e.g. wellbeing, inclusion, and see if we can hypothesise a sound theoretical chain of contribution to these determinants by the arts activity. Or not.
This is a perfectly acceptable way of evaluating arts projects (and is used in other areas with similar complexity around causation, such as health promotion). But you do need the big research on which to rely upon when looking for whether your arts project is contributing to the determinants of wellbeing, inclusion, increased productivity, or whatever it might happen to be. So let’s hope academics and institutions can support Fleming’s recommendations and put the question to rest (or perhaps, to work) – how do the arts really change the world?
Yesterday I gave a presentation at the Creative Victoria Expert Arts Panel session on evaluating arts impact. Along with me, Deakin Uni’s Hilary Glow and Anne Kershaw presented about a recent evaluation they did for Vichealth on arts and wellbeing, and Mark Hogan from Regional Development talked about the Clunes Booktown regional transformation story.
Once Creative Victoria upload the full session to the web I will upload a link. In the meantime, I have uploaded my powerpoint presentation here.
The Australia Council for the Arts has published fact sheets about research into artists residencies in 2014-15.
We did qualitative interviews and focus group discussions whilst the Australia Council implemented a survey of artists who had participated in residencies.
Fact sheets are available about the motivations and benefits to artists, the ingredients of a successful residency, the location of residencies and the support needed by artists on a residency.
The research is most useful for residency providers, grant makers and artists deciding about whether to take up a residency opportunity.
If you’d like to talk to us about the research, call Jackie on +61 428 576 372 or email jackie at bypgroup dot com
We are happy to share the recently released Australia Council for the Arts report, International Arts Activity – Australian Arts Sector.
The report summarises the research which BYP Group did on international arts activity by Australian artists and arts organisations. This was a pretty massive piece of work, consuming much of our time and brain space for the better part of 8 months in 2014-15.
We interviewed something like 100 artists and arts organisation representatives, international arts brokers, producers and residency providers. We also surveyed the national artist population, receiving close to 500 complete responses (which you stats nerds will be green with envy about ;-).
The Australia Council has released a free summary report, detailed report on survey findings and an accessible version of the summary report.
If you would like to talk to us about the research, contact Jackie: jackie at bypgroup dot com or +61 428 576 372.