by Ben Atchison, Data4Good
Background
Aboriginal Legal Service (NSW/ACT) Limited (ALS) opened their doors in 1970 in Redfern as the first Aboriginal Legal Service in Australia and the first free legal assistance service in Australia. Today, the ALS is made up of over 230 staff across 24 offices throughout NSW and ACT.
ALS is a proud Aboriginal community-controlled organisation, with its limited resources primarily dedicated to providing legal services to the Aboriginal community. Additionally, ALS has a strong focus on policy and law reform work, ensuring that Aboriginal voices are heard and respected when it comes to laws and government policies that impact Aboriginal communities.
The Challenge
An important part of this advocacy work is to use the data gathered from ALS’ experience to highlight outliers and trends of concern. For example, are some police command areas using stop & search powers more than others; are minor offences being directed to diversion programs rather than resulting in charges; are indigenous people more likely to be refused bail for certain offences?
In order to analyse these and other questions, it is important that the data captured in ALS’ systems is as accurate as possible to ensure confidence in any conclusions reached. Anecdotally it was known that there were gaps in offence data recorded, and that incorrect categories are applied, largely due to time poor staff being responsible for the data capture and entry. What was not well understood was how big an issue this was and how best to emphasise to front-line staff the importance of capturing this data as accurately as possible for subsequent use.
The Approach
Data4Good (D4G) and ALS worked together to determine a two-pronged approach to the issue:
1. Profile the data
The team methodically worked through key data sets such as Clients, Contacts and Matters to build up a profile of the current data held in the system. This data was broken down by attributes including Gender, Estimated Age, Disability Status, Priority Client Status, Service Type, Service Postcode and Outcome, allowing multiple views of the data to identify and target data quality gaps of concern.
In some instances, changes to the data capture process and IT system are required and in others education of particular users is of benefit.
2. Visualise and explore
Utilising the data profiling work, ALS was able to define data quality metrics to show monthly incoming data and how it is tracking against expectation.
D4G built a Power BI dashboard to visualise the profile and quality of data across Civil, Criminal and Family Law matters. This visual and interactive dashboard encourages users to become familiar with the baseline of what ‘normal’ looks like and to explore and question why data may vary across office locations.
The Outcome
ALS now has the ability to proactively manage incoming data quality. With metrics broken down by office location, ALS is able to actively support specific staff who may not be familiar with the meaning or importance of data requiring accurate capture.
ALS has a visual overview of data quality, allowing a wider audience to understand the main data themes and whether data capture is improving. This has already been used to clean up existing data and tighten the data collection process.
ALS is better able to build familiarity and confidence in what the numbers should be based on past trends and incoming data.
As a result of these efforts, ALS is better placed to use its data to support the important advocacy work done with respect to laws and government policies affecting Aboriginal communities.
“A big thank you to Ben Atchison, Varun Lele and Valdis Strazds for volunteering their expertise and time, and to ALS’ Trent Shepherd and Suzanne Slegers for their guidance and allowing Data4Good to be involved.”
– the Data4Good team
The Impact
“The Aboriginal Legal Service has been providing legal services to the communities of NSW and ACT for 50 years in 2021. In 2019 the service began a project to update and centralise the data collection and management to create an organisational wide standard. The project goals are to ensure we meet our legal and funding obligations. Having control and knowledge of the data allows the ALS to understand how we are operating, plan for future needs and meeting contractual funding obligations. With the assistance of Data4Good we were able to audit our current data quality, identifying pain areas and how we can improve. From there, working together as a team we were able to develop data quality dashboards so we can monitor data in real time across our offices and practice areas. These dashboards will allow us to identify issues and organisational training requirements for the organisation into the future. Data4Good and their team, went above and beyond anything we expected and we are grateful for their assistance.”
– Trent Shepherd, Data Manager, ALS (NSW/ACT) Ltd.
About the Author
Ben Atchison | Linkedin
Program Manager | Delivery Lead | Data and Analytics Professional
Ben is a Delivery Lead at Altis Consulting and brings integrity to matching services with client needs and overseeing the successful delivery of projects. With 20 years of experience in the data industry, he specialises in agile project delivery, information strategy and roadmaps, data modelling and visualisation. Ben really enjoys understanding and enabling the use of data to create tangible outcomes and benefits for the people and organisations he works with.
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Statements of fact and assumptions that define the expectations of the system in terms of mission objectives, environment, constraints, and measures of effectiveness and suitability (MOE/MOS).
We round up 10 super easy or classic games you may play with friends or family of any age group online and with Web speeds as notoriously sluggish as the Philippines’.
Even in any other case, as the US economy is turning over interest rates are rising and a capital flight to the US is natural.
Youngsters in Want. BBC.
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California law demands that those individuals concerned in an automobile incident have the opportunity to compensate in your damages they incur concerning the property of different people.
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The most popular journey apps can make it easier to save time and money in your next trip.
Portfolio optimization often takes place in two stages: optimizing weights of asset classes to hold, and optimizing weights of assets within the same asset class.
Perhaps unsurprisingly, Massachusetts can also be the most educated state in 2024.
Make doubly sure you have the money to lose if you intend to get involved in CFDs.
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Many plans come with drawings or patterns that are used as templates for reducing the wood.
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All canines, together with French bulldogs, are thought to be descendants of the wolf.
And doing that can call for some special instruments.
Astrology’s practical worth as a predictor of stock-market beneficial properties and losses in the 1920s, for example, has been well documented.
Practice stress management techniques: Incorporate stress management techniques into your daily routine, such as deep breathing exercises, meditation, and progressive muscle relaxation.
Giorgio Armani chose to deal with the invasion of Ukraine throughout his runway by refusing to play music whereas the model donning his wares strutted down the catwalk, changing into the primary designer to make a statement.
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For example, the replacement cost to construct a building can be determined by adding the labor, material, and other costs.
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This excellent location is probably not in an simply hidden place (your pool cleaner filter shouldn’t be greater than six toes above the pool’s water degree).
These piezolytes give the proteins the flexibility they should function correctly below nice strain.
Jobs didn’t inform Woz in regards to the bonus though, and paid him half of the unique price of $750.
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Remaining funds in a Coverdell ESA are distributed to the beneficiary at age 30, while 529 plans typically don’t have any age restrictions.
They’re typical of species that produce few offspring however care for them effectively, including humans and lots of other large mammals resembling elephants.
Within this specific international trading market presently there is furthermore stock exchange trading.
As soon as the type is crammed out, the gun dealer then both picks up the telephone or goes online to reach the NICS division on the FBI, or a state company that acts as an NICS “Level of Contact” (POC) and has entry to the FBI system.
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It is entirely likely that you’ve had a moment of frustration or confusion when coping with your own medical insurance coverage.
European or other international locations health care service suppliers will typically not be affected by HIPAA obligations if they aren’t active on the U.S.
Periodic management fees are collected from the personal corporations, and the agency will share within the profits earned with interest from every of the funds that are managed.
The sites take a cut of the gross sales value and typically charge fees.
Investment merchandise described as “guaranteed”, “protected” or “secure” may have to carry an explanation stating precisely what these terms imply, in the most recent warning from the Financial Services Authority that financial firms are usually not correctly advertising danger to customers.
The secret Historical past of Star Wars (3.Zero ed.).
Department of Veterans Affairs “Schedule for Rating Disabilities”, as a result of a incapacity or disabilities incurred in service in the Armed Forces of the United States.
VIX is the ticker symbol and the popular name for the Chicago Board Options Exchange’s CBOE Volatility Index, a popular measure of the stock market’s expectation of volatility based on S&P 500 index options.
Again, this means spreading the funds across many different asset classes.
Sylvia Crowe, Panorama Architect.
American President Andrew Johnson (c.
The development of S&P BSE SENSEX options together with fairness derivatives adopted in 2001 and 2002, expanding the BSE’s buying and selling platform.
Li, Yun; Meredith, Sam (18 February 2020).
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For example, India exports iron and steel, inorganic chemicals as well as oilseeds and plastics to countries like China.
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These of you who like to wear gold jewelries particularly gold chains, they’ll love the Indian craftsmanship.
But in case you just acquired your baby French bulldog, you need to wait per week or so until he/she is comfortable and relaxed with you and his new surroundings.
Diners Club issued the first credit card in 1950.
When electricity is required, the plates neutralize, and cost flows, making a current.
Combining his play in the Tippeligaen and in the Europa League, he had not allowed multiple targets in a match for over two months.
The shares of stocks being bought and sold belong to the companies listed on the NASDAQ exchange.
The Fifth Brother – The Fifth Brother was a former inexperienced-skinned humanoid member of the Jedi Order who eventually lost his religion within the Order and became an Inquisitor someday after the rise of the Empire.
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Rated at 52 horsepower, this engine was capable of going from a standing start to 100 kilometers per hour (about sixty two mph) in about 20 seconds with a prime velocity reported at 137 kph (around 86 mph).
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Living clients who become incapacitated due to illness or injury can also benefit from estate planning.
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These comparatively low-cost assortment methods resemble volleyball nets with a effective mesh like a window screen.
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