Big Data’s Impact on Public Transportation

Curated on Posted on by Stefaan Verhulst

InnovationEnterprise: “Getting around any big city can be a real pain. Traffic jams seem to be a constant complaint, and simply getting to work can turn into a chore, even on the best of days. With more people than ever before flocking to the world’s major metropolitan areas, the issues of crowding and inefficient transportation only stand to get much worse. Luckily, the traditional methods of managing public transportation could be on the verge of changing thanks to advances in big data. While big data use cases have been a part of the business world for years now, city planners and transportation experts are quickly realizing how valuable it can be when making improvements to city transportation. That hour long commute may no longer be something travelers will have to worry about in the future.

In much the same way that big data has transformed businesses around the world by offering greater insight in the behavior of their customers, it can also provide a deeper look at travellers. Like retail customers, commuters have certain patterns they like to keep to when on the road or riding the rails. Travellers also have their own motivations and desires, and getting to the heart of their actions is all part of what big data analytics is about. By analyzing these actions and the factors that go into them, transportation experts can gain a better understanding of why people choose certain routes or why they prefer one method of transportation over another. Based on these findings, planners can then figure out where to focus their efforts and respond to the needs of millions of commuters.

Gathering the accurate data needed to make knowledgeable decisions regarding city transportation can be a challenge in itself, especially considering how many people commute to work in a major city. New methods of data collection have made that effort easier and a lot less costly. One way that’s been implemented is through the gathering of call data records (CDR). From regular transactions made from mobile devices, information about location, time, and duration of an action (like a phone call) can give data scientists the necessary details on where people are traveling to, how long it takes them to get to their destination, and other useful statistics. The valuable part of this data is the sample size, which provides a much bigger picture of the transportation patterns of travellers.

That’s not the only way cities are using big data to improve public transportation though. Melbourne in Australia has long been considered one of the world’s best cities for public transit, and much of that is thanks to big data. With big data and ad hoc analysis, Melbourne’s acclaimed tram system can automatically reconfigure routes in response to sudden problems or challenges, such as a major city event or natural disaster. Data is also used in this system to fix problems before they turn serious.Sensors located in equipment like tram cars and tracks can detect when maintenance is needed on a specific part. Crews are quickly dispatched to repair what needs fixing, and the tram system continues to run smoothly. This is similar to the idea of the Internet of Things, wherein embedded sensors collect data that is then analyzed to identify problems and improve efficiency.

Sao Paulo, Brazil is another city that sees the value of using big data for its public transportation. The city’s efforts concentrate on improving the management of its bus fleet. With big data collected in real time, the city can get a more accurate picture of just how many people are riding the buses, which routes are on time, how drivers respond to changing conditions, and many other factors. Based off of this information, Sao Paulo can optimize its operations, providing added vehicles where demand is genuine whilst finding which routes are the most efficient. Without big data analytics, this process would have taken a very long time and would likely be hit-or-miss in terms of accuracy, but now, big data provides more certainty in a shorter amount of time….(More)”

Government data does not mean data governance: Lessons learned from a public sector application audit

Curated on Posted on by Stefaan Verhulst

Paper by Nik Thompson, Ravi Ravindran, and Salvatore Nicosia: “Public sector agencies routinely store large volumes of information about individuals in the community. The storage and analysis of this information benefits society, as it enables relevant agencies to make better informed decisions and to address the individual’s needs more appropriately. Members of the public often assume that the authorities are well equipped to handle personal data; however, due to implementation errors and lack of data governance, this is not always the case. This paper reports on an audit conducted in Western Australia, focusing on findings in the Police Firearms Management System and the Department of Health Information System. In the case of the Police, the audit revealed numerous data protection issues leading the auditors to report that they had no confidence in the accuracy of information on the number of people licensed to possess firearms or the number of licensed firearms. Similarly alarming conclusions were drawn in the Department of Health as auditors found that they could not determine which medical staff member was responsible for clinical data entries made. The paper describes how these issues often do not arise from existing business rules or the technology itself, but a lack of sound data governance. Finally, a discussion section presents key data governance principles and best practices that may guide practitioners involved in data management. These cases highlight the very real data management concerns, and the associated recommendations provide the context to spark further interest in the applied aspects of data protection….(More)”

 

Shifting from research governance to research ethics: A novel paradigm for ethical review in community-based research

Curated on Posted on by Stefaan Verhulst

Paper by Jay Marlowe and Martin Tolich: “This study examines a significant gap in the role of providing ethical guidance and support for community-based research. University and health-based ethical review committees in New Zealand predominantly serve as ‘gatekeepers’ that consider the ethical implications of a research design in order to protect participants and the institution from harm. However, in New Zealand, community-based researchers routinely do not have access to this level of support or review. A relatively new group, the New Zealand Ethics Committee (NZEC), formed in 2012, responds to the uneven landscape of access for community-based research. By offering ethical approval inclusive of the review of a project’s study design outside institutional settings, NZEC has endeavoured to move beyond a gatekeeping research governance function to that of bridge-building. This change of focus presents rich possibilities but also a number of limitations for providing ethical review outside conventional institutional contexts. This paper reports on the NZEC’s experience of working with community researchers to ascertain the possibilities and tensions of shifting ethics review processes from research governance to a focus on research ethics in community-based participatory research….(More)”

Ready Steady Gov

Curated on Posted on by Stefaan Verhulst

Joshua Chambers at FutureGov: “…two public servants in Western Australia have come up with an alternative way of pushing forwards their government’s digital delivery.

Their new project, Ready Steady Gov, provides free web templates based on an open source CMS so that any agency can quickly upgrade their web site, for free. The officials’ templates are based on the web site guidance published by the state: the Web Governance Framework and the Common Website Elements documentation.

The site was motivated by a desire to quickly improve government web sites. “I’m sure you’ve heard the phrase… ‘Everything takes longer in government’. We want building websites to become an exception to this rule,” wrote Jessy Yuen and Vincent Manera, the project’s founders.

They have created five open source templates “which are lightly styled so that you can easily integrate your own branding”. They are responsive so that they fit all screen sizes, and meet the required accessibility standards….(More)”

Mobileview

The International Handbook Of Public Administration And Governance

Curated on Posted on by Stefaan Verhulst

New book edited by Andrew Massey and Karen Johnston: “…Handbook explores key questions around the ways in which public administration and governance challenges can be addressed by governments in an increasingly globalized world. World-leading experts explore contemporary issues of government and governance, as well as the relationship between civil society and the political class. The insights offered will allow policy makers and officials to explore options for policy making in a new and informed way.

Adopting global perspectives of governance and public sector management, the Handbook includes scrutiny of current issues such as: public policy capacity, wicked policy problems, public sector reforms, the challenges of globalization and complexity management. Practitioners and scholars of public administration deliver a range of perspectives on the abiding wicked issues and challenges to delivering public services, and the way that delivery is structured. The Handbook uniquely provides international coverage of perspectives from Africa, Asia, North and South America, Europe and Australia.

Practitioners and scholars of public administration, public policy, public sector management and international relations will learn a great deal from this Handbook about the issues and structures of government and governance in an increasingly complex world. (Full table of contents)… (More).”

Study to examine Australian businesses’ use of government data

Curated on Posted on by Stefaan Verhulst

ComputerWorld: “The New York University’s GovLab and the federal Department of Communications have embarked on a study of how Australian organisations are employing government data sets.

The ‘Open Data 500’ study was launched today at the Locate15 conference. It aims to provide a basis for assessing the value of open data and encourage the development of new businesses based on open data, as well as encourage discussion about how to make government data more useful to businesses and not-for-profit organisations.

The study is part of a series of studies taking place under the auspices of the OD500 Global Network.

“This study will help ensure the focus of Government is on the publication of high value datasets, with an emphasis on quality rather than quantity,” a statement issued by the Department of Communications said.

“Open Data 500 advances the government’s policy of increasing the number of high value public datasets in Australia in an effort to drive productivity and innovation, as well as its commitment to greater consultation with private sector stakeholders on open data,” Communications Minister Malcolm Turnbull said in remarks prepared for the Locate 15 conference….(More)”

New million dollar fund for participatory budgeting in South Australia

Curated on Posted on by Stefaan Verhulst

Medha Basu at Future Gov: “A new programme in South Australia is allowing citizens to determine which community projects should get funding.

The Fund My Community programme has a pool of AU$1 million (US$782,130) to fund projects by non-profit organisations aimed at supporting disadvantaged South Australians.

Organisations can nominate their projects for funding from this pool and anyone in the state can vote for the projects on the YourSAy web site.

All information about the projects submitted by the organisations will be available online to make the process transparent. “We hope that by providing the community with the right information about grant applications, people will support projects that will have the biggest impact in addressing disadvantage across South Australia,” the Fund My Community web site says.

The window to nominate community projects for funding is open until 2 April. Eligible applications will be opened for community assessment from 23 April to 4 May. The outcome will be announced and grants will be given out in June. See the full timeline here:

Fund my Community South Australia

There is a catch here though. The projects that receive the most support from the community are suggested for funding, but due to “a legal requirement” the final decision and grant approval comes from the Board of the Charitable and Social Welfare Fund, according to the YourSAy web site….(More)”

Scenario Planning Case Studies Using Open Government Data

Curated on Posted on by Stefaan Verhulst
New Paper by Robert Power, Bella Robinson, Lachlan Rudd, and Andrew Reeson: “The opportunity for improved decision making has been enhanced in recent years through the public availability of a wide variety of information. In Australia, government data is routinely made available and maintained in the http://data.gov.au repository. This is a single point of reference for data that can be reused for purposes beyond that originally considered by the data custodians. Similarly a wealth of citizen information is available from the Australian Bureau of Statistics. Combining this data allows informed decisions to be made through planning scenarios.”

We present two case studies that demonstrate the utility of data integration and web mapping. As a simple proof of concept the user can explore different scenarios in each case study by indicating the relative weightings to be used for the decision making process. Both case studies are demonstrated as a publicly available interactive map-based website….(More)”

The Trouble With Disclosure: It Doesn’t Work

Curated on Posted on by Stefaan Verhulst
Jesse Eisinger at ProPublica: “Louis Brandeis was wrong. The lawyer and Supreme Court justice famously declared that sunlight is the best disinfectant, and we have unquestioningly embraced that advice ever since.
Over the last century, disclosure and transparency have become our regulatory crutch, the answer to every vexing problem. We require corporations and government to release reams of information on food, medicine, household products, consumer financial tools, campaign finance and crime statistics. We have a booming “report card” industry for a range of services, including hospitals, public schools and restaurants.
All this sunlight is blinding. As new scholarship is demonstrating, the value of all this information is unproved. Paradoxically, disclosure can be useless — and sometimes actually harmful or counterproductive.
“We are doing disclosure as a regulatory move all over the board,” says Adam J. Levitin, a law professor at Georgetown, “The funny thing is, we are doing this despite very little evidence of its efficacy.”…
Of course, some disclosure works. Professor Levitin cites two examples. The first is an olfactory disclosure. Methane doesn’t have any scent, but a foul smell is added to alert people to a gas leak. The second is ATM. fees. A study in Australia showed that once fees were disclosed, people avoided the high-fee machines and took out more when they had to go to them.
But to Omri Ben-Shahar, co-author of a recent book, ” More Than You Wanted To Know: The Failure of Mandated Disclosure,” these are cherry-picked examples in a world awash in useless disclosures. Of course, information is valuable. But disclosure as a regulatory mechanism doesn’t work nearly well enough, he argues.
First, it really works only when things are simple. As soon as transactions become complex, disclosure starts to stumble. Buying a car, for instance, turns out to be several transactions: the purchase itself, the financing, maybe the trade-in of old car and various insurance and warranty decisions. These are all subject to various disclosure rules, but making the choices clear and useful has proved nigh impossible.
In complex transactions, we then must rely on intermediaries to give us advice. Because they are often conflicted, they, too, become subject to disclosure obligations. Ah, even more boilerplate to puzzle over!
And then there’s the harm. Over the years, banks that sold complex securities often stuck impossible-to-understand clauses deep in prospectuses that “disclosed” what was really going on. When the securities blew up, as they often did, banks then fended off lawsuits by arguing they had done everything the law required and were therefore not liable.
“That’s the harm of disclosure,” Professor Ben-Shahar said. “It provides a safe harbor for practices that smell bad. It sanitizes every bad practice.”
The anti-disclosure movement is taking on the ” Nudge” school, embraced by the Obama administration and promoted most prominently by Cass R. Sunstein, a scholar at Harvard, and Richard H. Thaler, an economist at the University of Chicago. These nudgers believe that small policies will prod people to do what’s in their best interests.
The real-world evidence in favor of nudging is thin. …
The ever-alluring notion is that we are just one or two changes away from having meaningful disclosure. If we could only have annual Securities and Exchange Commission filings in plain English, we could finally understand what’s going on at corporations. A University of San Diego Law School professor, Frank Partnoy, and I called for better bank disclosure in an article in The Atlantic a few years ago.
Professor Ben-Shahar mocks it. ” ‘Plain English!’ ‘Make it simple.’ That is the deus ex machina, the god that will solve everything,” he said.
Complex things are, sadly, complex. A mortgage is not an easy transaction to understand. People are not good at predicting their future behavior and so don’t know what options are best for them. “The project of simplification is facing a very poor empirical track record and very powerful theoretical problem,” he said.
What to do instead? Hard and fast rules. If lawmakers want to end a bad practice, ban it. Having them admit it is not enough. (More)”

Schemes used by South Australia to include citizens in policy making

Curated on Posted on by Stefaan Verhulst

Joshua Chambers at Future Gov Asia: “…South Australia has pioneered a number of innovative methods to try to include its residents in policymaking. …The highest profile participatory programme run by the state government is the Citizens’ Jury initiative, …The Citizens’ Jury takes a randomly selected, representative group of citizens through a process to hear arguments and evidence much like a jury in a trial, before writing an independent report which makes recommendations to government.
There were 37 members of the jury, hearing evidence on Thursday evenings and Saturdays over a five week period. They heard from motorists associations, cycling associations, and all sorts of other interested groups.
They used Basecamp software to ensure that jurors stayed connected when not at meetings, hosting discussions in a private space to consider the evidence they heard. …The jurors prepared 21 recommendations, ranging from decreasing speed in the city to a schools programme…. The Government supports the majority of the recommendations and will investigate the remaining three.
The government has also committed to provide jurors with an update every 6 months on the progress being made in this area.
Lessons and challenges
As would be expected with an innovative new scheme, it hasn’t always been smooth. One lesson learned from the first initiative was that affected agencies need to be engaged in advance, and briefed throughout the process, so that they can prepare their responses and resources. ….
Aside from the Citizens’ Jury, the Government of South Australia is also pioneering other approaches to include citizens in policy making. Fund My Idea is a crowdsourcing site that allows citizens to propose new projects. …(More)”