We sometimes hear the story that rural and regional towns are in decline - that their populations are ageing as they lose their youth to metropolitan centres of work and play. And while that narrative is true for some regional towns, in this piece, Glenn looks at three towns in rural and regional Victoria, to show how the demographic story varies from place to place.
A presentation to local business groups demonstrating how they can use .id's publicly available toolkit to understand the local demographic and economic profile.
As an organisation who work extensively with the chief statistical organisations on both sides of the Tasman, our demographer and Census expert, Glenn Capuano, shares his experience working with data from the Australian Bureau of Statistics and Stats New Zealand.
Experian's Katrina Hann delivers a presentation to the Association of Regional Observatories network event which looked at the environmental limits on returning to economic growth. This event took place in Birmingham on Wednesday 27th January 2010.
HRF CEO, Dr Brent Jenkins was guest speaker at the Business Club in October and challenged guests to play their part in collaborating to create a shared vision for the Region. If the Hunter is to be successful in meeting new economic, social, environmental and political challenges it will need to face, and address, some difficult questions.
Presentation by OECD Chief Economist, Laurence Boone, on Inclusive Growth at the farewell conference in honor of Governor Karnit Flug, The Van Leer Institute in Jerusalem, 4 November 2018
A presentation to local business groups demonstrating how they can use .id's publicly available toolkit to understand the local demographic and economic profile.
As an organisation who work extensively with the chief statistical organisations on both sides of the Tasman, our demographer and Census expert, Glenn Capuano, shares his experience working with data from the Australian Bureau of Statistics and Stats New Zealand.
Experian's Katrina Hann delivers a presentation to the Association of Regional Observatories network event which looked at the environmental limits on returning to economic growth. This event took place in Birmingham on Wednesday 27th January 2010.
HRF CEO, Dr Brent Jenkins was guest speaker at the Business Club in October and challenged guests to play their part in collaborating to create a shared vision for the Region. If the Hunter is to be successful in meeting new economic, social, environmental and political challenges it will need to face, and address, some difficult questions.
Presentation by OECD Chief Economist, Laurence Boone, on Inclusive Growth at the farewell conference in honor of Governor Karnit Flug, The Van Leer Institute in Jerusalem, 4 November 2018
The Impact of New Technologies on Jobs and their Effects on Local Economies -...OECD CFE
Presentation by Philip MCCANN, Professor of Urban and Regional Economics, University of Sheffield Management School, UK at the OECD session on "Impact of new technologies on jobs and its effect on local economies" 2 June 2018, Trento
More info https://oe.cd/spl
Presentation given by Graeme Harrison, Associate Director of Oxford Economics to the NICVA Centre for Economic Empowerment (CEE) conference on Working Poverty, 28 May 2014.
CLES presentation on Civil Economy from VSNW 2013 Conference. The presentation includes case-studies from around the world showing how the local social sector has played a part in creating "good growth".
How can communities shape economic development and create quality jobsUrban Habitat
One of the keys to equitable economic development and creation of quality jobs is how we use land. Land use decisions drive everything from the type of jobs (service, manufacturing, tech) to quality of jobs to environmental impacts. The panel will analyze successful campaigns and explore key opportunities and coalition models for major impact throughout the region. Equitable economic development and quality jobs are the result of making the right decisions on land use involving the community.
How do we move from localized thinking to a regional approach for workforce and economic development?
How can advocates recognize opportunities?
What are the tools they can use to advance equitable development in their respective communities?
Moderator:
Belén Seara, Director of Community Relations, San Mateo County Union Community Alliance
Panelists:
Anu Natarajan, Vice Mayor of the City of Fremont
Feng Kung, Lead Organizer, Jobs with Justice San Francisco
Jahmese Myres, Senior Research & Policy Associate, East Bay Alliance for a Sustainable Economy (EBASE)
This panel is part of the Boards and Commissions Leadership Institute's (BCLI)
Current Issues Series of Urban Habitat.
An innovation systems arrpoach to economic recovery - Rudiger AhrendOECD CFE
Presentation by Rudiger AHREND, Head of Economic Analysis, Statistics and Multi-Level Governance Section, CFE, OECD at the 12th Spatial Productivity Lab meeting of the OECD Trento Centre in cooperation with Productivity Insights Network held in virtual format on 4 February 2021.
The Impact of New Technologies on Jobs and their Effects on Local Economies -...OECD CFE
Presentation by Philip MCCANN, Professor of Urban and Regional Economics, University of Sheffield Management School, UK at the OECD session on "Impact of new technologies on jobs and its effect on local economies" 2 June 2018, Trento
More info https://oe.cd/spl
Presentation given by Graeme Harrison, Associate Director of Oxford Economics to the NICVA Centre for Economic Empowerment (CEE) conference on Working Poverty, 28 May 2014.
CLES presentation on Civil Economy from VSNW 2013 Conference. The presentation includes case-studies from around the world showing how the local social sector has played a part in creating "good growth".
How can communities shape economic development and create quality jobsUrban Habitat
One of the keys to equitable economic development and creation of quality jobs is how we use land. Land use decisions drive everything from the type of jobs (service, manufacturing, tech) to quality of jobs to environmental impacts. The panel will analyze successful campaigns and explore key opportunities and coalition models for major impact throughout the region. Equitable economic development and quality jobs are the result of making the right decisions on land use involving the community.
How do we move from localized thinking to a regional approach for workforce and economic development?
How can advocates recognize opportunities?
What are the tools they can use to advance equitable development in their respective communities?
Moderator:
Belén Seara, Director of Community Relations, San Mateo County Union Community Alliance
Panelists:
Anu Natarajan, Vice Mayor of the City of Fremont
Feng Kung, Lead Organizer, Jobs with Justice San Francisco
Jahmese Myres, Senior Research & Policy Associate, East Bay Alliance for a Sustainable Economy (EBASE)
This panel is part of the Boards and Commissions Leadership Institute's (BCLI)
Current Issues Series of Urban Habitat.
An innovation systems arrpoach to economic recovery - Rudiger AhrendOECD CFE
Presentation by Rudiger AHREND, Head of Economic Analysis, Statistics and Multi-Level Governance Section, CFE, OECD at the 12th Spatial Productivity Lab meeting of the OECD Trento Centre in cooperation with Productivity Insights Network held in virtual format on 4 February 2021.
This work is designed to provide a practical resource for local government to address housing affordability, using census data-based time series analysis, to quantify:
- Who is in housing stress?
- How many are there?
- Where are they? and
- What can be done about it?
Presentation delivered to University of Melbourne students, May 2022. Topics covered include population trends, population forecasts and community infrastructure planning.
Cambridgeshire County Council's Research Group are celebrating LARIA's Local Area Research Fortnight by hosting a series of lunchtime seminars on their work.
This is Seminar 2: Demography and Pupil Forecasting
Tim Williams, Chief Executive of the Committee for Sydney, gave this presentation as a framing for a workshop in Sydney between U.S. and Australian economic development leaders.
In the last decade, Australia's population has grown at almost unprecedented rates. While many of these people have settled in metropolitan areas, this growth has not filtered out into the cities of Regional New South Wales. In this presentation for the Evocities group, .id Economist Keenan Jackson looks at why 'access to Sydney' is still a big factor in where people choose to live, and the intervention required to attract people to these regional centres.
Have Queensland's regional economies moved away from mining, agriculture and tourism as the key drivers of their economy? .id Economist Keenan Jackson looks at the ways in which the characteristics of certain regional economies are starting to converge with those more typical of metro areas.
A recent presentation to the New South Wales Business Chamber by .id Economist Keenan Jackson, reviewing the region's recent economic performance and progress toward the regional plan.
.id's senior economist, Rob Hall, looks at the four forces shaping the future economy of hte Southern Downs region, the key drivers of the local economy currently, and the influences of the changing demographic profile on the region.
.id's senior economic consultant, Rob Hall, investigates the key drivers of Australia's regional economies, explores the challenge of uneven growth and the transition to the knowledge economy.
.id's Senior economist, Rob Hall, explores the economy of Toowoomba, analysing changing migration patters, decoupling the link between economic growth and employment, the transition to a new skills economy, risks to regional competitive advantages and a closer look at the local University sector.
Key drivers of population change and population forecasts in NSW. Presented at .id's launch event for recently updated Small Area Forecast information (.id SAFi) in Sydney.
Launch event for .id's latest release Western Australian Small Area Forecast information. Demographic trends and analysis, followed by the state's future outlook.
.id's demographic analysis of rapidly changing population trends in Victoria and Melbourne, both now and in the future.
Presented at the launch event for .id's Small Area Forecast information (.id SAFi) in Melbourne.
A presentation our client manager, Glenn Capuano, gave to the Cancer Institute of New South Wales about the changing, multicultural population of New South Wales
How much growth is there in regional Australia? In this presentation, we will look at some of where the most and least growth are taking place around regional Australia and why this is happening.
In the information age, you would think location matters less. In fact it matters more. Demography helps you understand how to be in the right place at the right time which is often the key to success in business. We will illustrate this with a case study that shows how Richmond Football Club became one of the top three clubs in the AFL for membership size by employing demographic evidence to inform its strategy.
General perception that the wave of post war baby boomers are heading towards retirement age now and that this will have a significant (and in some people’s minds, catastrophic) impact on our communities. There will be a huge impost on our aged care services, a mismatch between the number of people working and the number of people dependent on their taxes, and there will be a skills shortage as the baby boomers leave the work force in droves.
This view is often accompanied by a sense of inevitability – as if this course was set for us 60 years ago and there’s nothing we can do about it.
At .id, our business is to understand population change, and how populations are likely to change into the future. We do this so that local government can plan effectively for these changes. Our research shows that there has been a significant population shift in Australia over the last five years, and that the rhetoric around the aging of the baby boomers may no longer be serving us well.
Looking outside of your place to other places is a very sophisticated way of building policy. This presentation will use examples across regional NSW to demonstrate how you can use demographic and economic benchmarks to understand one place in the context of others and develop policy that plays to a place’s strengths.
Explore our comprehensive data analysis project presentation on predicting product ad campaign performance. Learn how data-driven insights can optimize your marketing strategies and enhance campaign effectiveness. Perfect for professionals and students looking to understand the power of data analysis in advertising. for more details visit: https://bostoninstituteofanalytics.org/data-science-and-artificial-intelligence/
Chatty Kathy - UNC Bootcamp Final Project Presentation - Final Version - 5.23...John Andrews
SlideShare Description for "Chatty Kathy - UNC Bootcamp Final Project Presentation"
Title: Chatty Kathy: Enhancing Physical Activity Among Older Adults
Description:
Discover how Chatty Kathy, an innovative project developed at the UNC Bootcamp, aims to tackle the challenge of low physical activity among older adults. Our AI-driven solution uses peer interaction to boost and sustain exercise levels, significantly improving health outcomes. This presentation covers our problem statement, the rationale behind Chatty Kathy, synthetic data and persona creation, model performance metrics, a visual demonstration of the project, and potential future developments. Join us for an insightful Q&A session to explore the potential of this groundbreaking project.
Project Team: Jay Requarth, Jana Avery, John Andrews, Dr. Dick Davis II, Nee Buntoum, Nam Yeongjin & Mat Nicholas
Techniques to optimize the pagerank algorithm usually fall in two categories. One is to try reducing the work per iteration, and the other is to try reducing the number of iterations. These goals are often at odds with one another. Skipping computation on vertices which have already converged has the potential to save iteration time. Skipping in-identical vertices, with the same in-links, helps reduce duplicate computations and thus could help reduce iteration time. Road networks often have chains which can be short-circuited before pagerank computation to improve performance. Final ranks of chain nodes can be easily calculated. This could reduce both the iteration time, and the number of iterations. If a graph has no dangling nodes, pagerank of each strongly connected component can be computed in topological order. This could help reduce the iteration time, no. of iterations, and also enable multi-iteration concurrency in pagerank computation. The combination of all of the above methods is the STICD algorithm. [sticd] For dynamic graphs, unchanged components whose ranks are unaffected can be skipped altogether.
StarCompliance is a leading firm specializing in the recovery of stolen cryptocurrency. Our comprehensive services are designed to assist individuals and organizations in navigating the complex process of fraud reporting, investigation, and fund recovery. We combine cutting-edge technology with expert legal support to provide a robust solution for victims of crypto theft.
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We immediately notify all relevant centralized exchanges (CEX), decentralized exchanges (DEX), and wallet providers about the stolen cryptocurrency. This ensures that the stolen assets are flagged as scam transactions, making it impossible for the thief to use them.
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We guide you through the process of filing a valid police report. Our support team provides detailed instructions on which police department to contact and helps you complete the necessary paperwork within the critical 72-hour window.
Launching the Refund Process:
Our team of experienced lawyers can initiate lawsuits on your behalf and represent you in various jurisdictions around the world. They work diligently to recover your stolen funds and ensure that justice is served.
At StarCompliance, we understand the urgency and stress involved in dealing with cryptocurrency theft. Our dedicated team works quickly and efficiently to provide you with the support and expertise needed to recover your assets. Trust us to be your partner in navigating the complexities of the crypto world and safeguarding your investments.
【社内勉強会資料_Octo: An Open-Source Generalist Robot Policy】
Three regional towns, three demographic stories
1. Click to edit Master
subtitle style
MAV Rural and Regional
Planning Conference
Population profiling and forecasting for Local
Government – The Regional Victoria experience.
May 2019
2. About informed decisions
.id is a company of demographers, housing analysts, forecasters and Census data experts
who have developed demographic information products specifically for the Australian Local
Government market.
.id stands for “informed decisions” and our work is to provide decision makers within
government and the community with readily accessible, easy to use information about the
people living in their communities of interest.
.id’s products give Councils the evidence base to plan housing policy and service delivery,
attract investment and promote their region, support funding submissions and compete for
resources, advocate for the community and work collaboratively.
Of the 48 Local Government Areas in Regional Victoria:
• 30 subscribe to our community profile (profile.id)
• 18 have our population forecasts (forecast.id)
• 2 have our economic profile (economy.id)
3. 3
• Presents Census data in a usable format, relevant to the local
area.
• Charts and tables are set up for “Dominant-Emerging” analysis.
• What are the dominant characteristics of this place (relative to a
selected geographic benchmark)?
• How are those characteristics changing over time?
• Benchmarks, years, and small area geography are negotiated with the
individual council, to best reflect communities of interest in the region.
WHY ?
4. 4
• But the main value-add is the ability to represent local
geography over a long time period.
• We adjust all boundaries to represent CURRENT geographic
areas (suburbs/towns/localities) for up to 6 Census time periods.
• 1991, 1996, 2001, 2006, 2011 and 2016.
• The user can get on with telling the story of the place, not
needing to re-crunch the numbers, or worry about changing
arbitrary Census boundaries.
WHY ?
5. 5
See our high level profile for Australia, Capital Cities and Regional
parts of State: http://profile.id.com.au/australia
6. 6
Who is Regional Victoria?
• Current population of approximately 1.5 million (2018)
• Growing at approximately 20,000 people per annum
• Older than Metropolitan Australia, but also with more teenagers
• Ageing – in percentage terms, while there is growth in young people.
• Compared to Metropolitan Melbourne - Lower levels of qualifications, attendance at university, lower
participation rate but also lower unemployment.
• 87 languages spoken, with at least 10 speakers.
• 1.6% of the population identify as Aboriginal and Torres Strait Islander
10. 10
GENERAL MIGRATION TRENDS
Interaction between Melbourne and Regional Victoria
• In net terms – young people move to Inner Melbourne, and some of the larger centres.
• Young families move to the outer suburbs of Melbourne, and growth areas around our bigger
centres. Some smaller centres also grow with low income groups seeking affordable housing.
• Mature families move to rural residential areas within commuting distance of Melbourne and
larger centres.
• More remote and smaller centres decline, while those within 150km of Melbourne, plus the
larger centres over 20,000 gain from these areas.
11. 11
But regional Victoria is not just one place. The main value of having .id is that we use local information to
tell the story of place.
We believe passionately that each place has its own story to tell, and we work with our clients to tell
these stories and understand them.
Take these three places in Regional Victoria….
Wonthaggi
• 130km from Melbourne in Bass Coast Shire, one of the fastest growing areas in Regional Vic.
• Growing centre of tourism area. Adding ~100-200 people per annum. But Wonthaggi is the service
town, not the tourism centre.
• Also attracting young families re-settling from the eastern suburbs of Melbourne.
• And some retirees.
• Older age structure.
12. 12
Wonthaggi is older than regional Victoria overall…
Ageing, but with an influx of young families as well..
13. 13
Household sizes are small, including older retirees and one parent families
Wonthaggi is attracting single parent families
seeking more affordable housing, including some
from Melbourne
14. 14
There is a large rental market, including some social housing.
Incomes are relatively low…and increasing at the
lower end.
15. 15
Bass Coast Shire
attracts families and
retirees from the eastern
and southern suburbs of
Melbourne, while losing
young people to inner
Melbourne (like most of
regional Vic) and
families to the growth
areas in the west of the
City.
16. 16
Casterton
• 370km from Melbourne in the far south-west of Victoria.
• Current population 1,642.
• Part of the Glenelg Shire which has stable population – Portland growing slightly, while the remainder
of the Shire declines.
• Typical of an older agricultural town, which has lost a lot of population and is now quite elderly.
• Challenge for local government in maintaining services to an older population.
• Population is probably close to minimum but still some ageing to come.
17. 17
Casterton has a median age of 55 (12 years
more than the regional Vic average), and 19%
of the population are over the age of 75.
Average household size of 1.99, has fallen
0.5 people per dwelling in 25 years.
18. 18
There are very few children, and 1-2 person
households are the norm.
Almost 50% of households are in the bottom
income quartile for the state (25% for
Victoria).
19. 19
Loss of young people from a more remote
area is quite stark.
The loss is not so much to metropolitan
areas, but to larger regional centres – in this
case, to Warrnambool, Ballarat and Geelong.
20. 20
So for our third example, let’s look at one of the larger regional centres…
Wodonga
• 300km from Melbourne in the north-east corner of Vic, NSW border. Part of the Albury-Wodonga major
centre.
• Current population 41,429
• Growing between 1.5-2% p.a.
• A young population (median age 36), major industries of Defence, Manufacturing, Health Care.
• Substantial new housing – families attracted for work, and much more affordable housing than
Melbourne or Sydney. Good transport connections to Melbourne, Sydney and Canberra.
• Population is expected to overtake Albury in around 25 years.
21. 21
Wodonga has a very young age structure,
dominated by people in their 20s and 30s,
and young children.
Still some ageing apparent, but there is
strong growth in school age children.
22. 22
A large rental and mortgage home buyer
segment.
Biggest increase is in renters.
23. 23
Incomes high for regional Vic (still a bit lower
than Melbourne), and on the increase.
About 28% of Wodonga residents work in
Albury, while 20% of Albury residents work in
Wodonga.
24. 24
Wodonga is gaining
population from surrounding
rural areas and smaller
towns (sponge city), from
Albury, and parts of
Melbourne and Sydney.
It loses population to inner
Melbourne and Geelong.
It gains young people but
also a lot of retirees.
25. What our forecasts are….
The most likely population and housing outcome (single
scenario) based on all of the information available to us at the
present time regarding supply and demand…
Not an aspirational forecast designed to attract investment.
Not “projections” – bottom up forecasts based on locally driven
assumptions.
Not an attempt to match any other forecast (eg State Government,
previous consultant reports)
Not based on using all zoned land, regardless of demand
…and what they’re not….
Regular monitor and review process – checked against current population every year
and reviewed and adjusted as required.
26. How do we do the forecasts?
We workshop a set of assumptions with council:
• Residential development assumptions
• Migration assumptions
• Birth and death rates (adjusted for age profile)
• Household propensity
• For more remote regional areas we look at employment as a
critical driver of change as well.
• Separate assumptions for each small area within the LGA
(min pop. 2,000).
Even lower growth areas rely on our forecasts, so they
can understand the future age and household
structure, what happens when growth finishes?
It is a LOCALLY BASED model – one town can have
completely different forecasts to its neighbour, even in
the same LGA.
27. So what do .id’s forecasts show for our 3 centres?
WONTHAGGI
• Large growth driven by attraction of families from suburban Melbourne.
• Most increases in family formation age groups, and young children.
• Leads to a flattening out of the current slightly older age structure. Median age will
decrease. Some increase in 85+ but only residual baby boomer growth. Most
population increase is among younger groups.
• Development on identified sites increasing from ~100 dwellings p.a. currently, to
about 140 dwellings p.a. by 2036.
• Review extending forecast to 2041 still to come.
• Population for the combined area (Wonthaggi is split in two on our forecast site) rises
from 9,100 in 2016 to 14,300 by 2036.
• Majority of growth is driven by in-migration. Natural increase is fairly small.
29. 0
100
200
300
400
500
600
700
800
900
1,000
0 to 4 5 to 9 10 to 14 15 to 19 20 to 24 25 to 29 30 to 34 35 to 39 40 to 44 45 to 49 50 to 54 55 to 59 60 to 64 65 to 69 70 to 74 75 to 79 80 to 84 85 and
over
Wonthaggi combined with North Wonthaggi - Population change forecast 2016, 2026, 2036
2016 2026 2036
30. So what do our forecasts show for our 3 centres?
CASTERTON
• Current decline in population expected to bottom out – ageing continues, but there
needs to be some working age population to support it.
• Minimal growth, forecast to be 1,744 people by 2036.
• Continued drain of young people to the larger centres.
• Decline in middle aged, as the baby boomers age, increase in 75+, but only modest
compared to what is there now. 21% of population over 75 by 2036, but 45% over 60.
• Almost 50% in lone person households.
• Some older population moves away to larger centres seeking proximity to health care
facilities, so resultant population doesn’t age quite as much as you might think.
33. So what do our forecasts show for our 3 centres?
WODONGA
• The City of Wodonga shows a large increase fueled by economic growth of the larger
region.
• Families seeking affordable housing in a major regional centre settle in new housing
areas of Wodonga to the south of the City.
• Places like White Box Rise and Baranduda have the most growth.
• Total population increase from 39,900 in 2016, to 57,300 in 2036.
• Albury-Wodonga combined should be around 125,000 by this time, with almost equal
populations.
• Age structure to remain relatively young. By 2036, the largest single group will be 0-4
year olds.
• But proportionally the largest increases are among older groups, with 85+ almost
doubling.
36. Overall forecast growth for Regional Victoria – tops down model
Forecast macro-level population change, Melbourne and Regional Victoria
(GCCSAs)
2016 2026 2036 Average
annual %
Melbourne 4,725,316 5,854,742 6,881,186 1.9%
Regional Victoria 1,453,933 1,662,932 1,868,302 1.3%
Source: .id SAFi forecasts, 2017
37. Population growth of major LGAs – forecast growth rates over time
Centre (LGA) 2016 (ERP) 2026 2036
Average
annual
Greater Geelong 239,529 296,416 352,618 2.0%
Ballarat 103,500 123,061 143,244 1.6%
Bendigo 112,267 134,592 158,280 1.7%
Shepparton 65,072 73,221 79,147 1.0%
Warrnambool 34,242 38,436 42,569 1.1%
Wodonga 40,100 49,139 57,242 1.8%
Mildura 54,658 59,797 64,512 0.8%
Horsham 19,884 21,746 23,307 0.8%
Latrobe Valley 74,622 82,858 91,505 1.0%
Source: .id SAFi forecasts, 2017
38. SUMMARY
• Regional Victoria’s population is growing, about 20k p.a., but it’s very uneven.
• Smaller, more remote areas are declining.
• Rural residential and larger centres increasing, with migration out of Melbourne and from NSW.
• .id’s population forecasts make sense of future change at a local level, using a “bottom up” approach, though we do
have some constraints at the top end.
Utilise the resources you have.
https://home.id.com.au/demographic-resources/
All our sites are publicly accessible.
Also check out information about our new housing.id tool centred on affordable housing issues:
https://home.id.com.au/services/demographic-information-tools/local-government-online-tools/housing-id/
If you don’t currently have a profile, forecast or economic profile for your local area, or would like to discuss training in
the tools you do have at your council, come and have a chat to me during the breaks.
Casterton’s migration profile shows relatively minimal numbers. General loss of young people, very minor gain of families with children, gain of retirees and loss of frail aged to health care facilities.
We do have a tops down model to constrain our forecasts – this is based on overall migration levels as well as natural increase. We see a moderating of current growth in Melbourne but a minor increase in Regional Victoria’s growth over time.
All major centres in Vic are expected to grow over the next 20 years, with Greater Geelong exceeding Melbourne’s growth rate. Wodonga is the other standout at 1.8%, while the other centres are more moderate. Bendigo appears bigger than Ballarat due to the use of the whole LGA.