Predicting hotspots of unsheltered homelessness using geospatial administrative data and volunteered geographic information


Paper by Jessie Chien, Benjamin F. Henwood, Patricia St. Clair, Stephanie Kwack, and Randall Kuhn: “Unsheltered homelessness is an increasingly prevalent phenomenon in major cities that is associated with adverse health and mortality outcomes. This creates a need for spatial estimates of population denominators for resource allocation and epidemiological studies. Gaps in the timeliness, coverage, and spatial specificity of official Point-in-Time Counts of unsheltered homelessness suggest a role for geospatial data from alternative sources to provide interim, neighborhood-level estimates of counts and trends. We use citizen-generated data from homeless-related 311 requests, provider-based administrative data from homeless street outreach cases, and expert reports of unsheltered count to predict count and emerging hotspots of unsheltered homelessness in census tracts across the City of Los Angeles for 2019 and 2020. Our study shows that alternative data sources can contribute timely insights into the state of unsheltered homelessness throughout the year and inform the delivery of interventions to this vulnerable population…(More)”.

Groups want N.Y. to disaggregate data of Middle Eastern, North African individuals


Article by Luke Parsnow: “A group of organizations are pushing for New York lawmakers to pass a bill that would disaggregate data of Middle Eastern and North African (MENA) individuals, according to a letter sent Monday.

The bill (S6584-B/A6219-A) would direct every state agency, board, department and commission that collects demographic data to use separate categories to collect data for the “White” and “Middle Eastern or North African” groups.

“Our organizations have seen firsthand the impact of the systemic exclusion of Middle Eastern and North African communities from data collection,” the letter reads. “Our communities do not perceive themselves to be white and are not perceived to be white. We also experience various disparities compared to non-Hispanic whites that go unseen because of the lack of data.”

The group says those communities categorized as “White” hinders those communities in education, employment, housing, health care and political representation.

“Miscategorizing a New Yorker’s race is not only offensive, but has real-world impacts on services and resources my particular communities receive,” Senate Deputy Leader Michael Gianaris said in a statement. “It should be obvious that people from the Middle East or North Africa are not white, yet that is how our laws define them.”

Gianaris said the legislation would give many New Yorkers better representation and a more powerful voice.

“The lack of a MENA category has hindered our understanding of the needs of MENA communities and our ability to consider those needs in decision-making and resource allocation,” according to the letter…(More)”.

‘Positive deviance’ and the power of outliers


Bloomberg Cities Network: “Groundbreaking solutions in cities are often the result of visionary mayoral leadership. But sometimes certain communities achieve significantly better outcomes than their similarly resourced neighbors—and the underlying reasons may not be immediately obvious to local leaders. Ravi Gurumurthy, CEO of the global innovation foundation Nesta, believes that this variation in quality of life at a hyper-local level is something worth paying a lot more attention to. 

“The fastest way for us to improve people’s lives will be to mine that variation and really understand what is going on,” he says.    

This concept, known as “positive deviance,” describes individuals or communities that achieve remarkable success or exhibit highly effective behaviors despite facing the same constraints as their peers. With a long history of use in international development, positive deviance is now gaining traction among city leaders as a source of solutions to stubborn urban challenges.  

Here’s a closer look at what it’s about, and how it’s already being used to uplift promising approaches in cities. 

What is positive deviance? 

Positive deviance first gained widespread attention because of a remarkable success story in 1990s Vietnam. Much of the country was suffering from a malnutrition crisis, and efforts to design and implement new solutions were coming up short. But aid workers landed on a breakthrough by paying closer attention to children who already appeared larger and healthier than their peers.  

It turned out these children were being fed different diets—leaning more heavily on shrimp and crab, for example, which were widely accessible but less often fed to young people. These children also were being fed more frequently, in smaller meals, throughout the day—an intervention that, again, did not require parents to have more resources so much as to differently use what was universally available.  

When these practices—feeding kids shellfish and making meals smaller and more frequent—were replicated, malnutrition plummeted…(More)”

A Literature Review on the Paradoxes of Public Interest in Spatial Planning within Urban Settings with Diverse Stakeholders


Paper by Danai Machakaire and Masilonyane Mokhele: “The concept of public interest legitimises the planning profession, provides a foundational principle, and serves as an ethical norm for planners. However, critical discourses highlight the problems of the assumptions underlying the notion of public interest in spatial planning. Using an explorative literature review approach, the article aims to analyse various interpretations and applications of public interest in spatial planning. The literature search process, conducted between August and November 2023, targeted journal articles and books published in English and focused on the online databases of Academic Search Premier, Scopus, and Google Scholar. The final selected literature comprised 71 sources. The literature showed that diverse conceptualisations of public interest complicate the ways spatial planners and authorities incorporate it in planning tools, processes, and products. This article concludes by arguing that the prospects of achieving a single definition of the public interest concept are slim and may not be necessary given the heterogeneous conceptualisation and the multiple operational contexts of public interest. The article recommends the development of context-based analytical frameworks to establish linkages that would lead towards the equitable inclusion of public interest in spatial planning…(More)”.

Cities Are at the Forefront of AI and Civic Engagement


Article by Hollie Russon Gilman and Sarah Jacob: “…cities worldwide are already adopting AI for everyday governance needs. Buenos Aires is integrating communication with residents through Boti, an AI chatbot accessible via WhatsApp. Over 5 million residents are using the chatbot everyday month, with some months upwards of 11 million users. Boti connects residents with city services such as bike sharing or social care programs or reports. Unlike other AI systems with a closed loop, Boti can connect externally to help residents with other government services. For more sensitive issues, such as domestic abuse, Boti can connect residents with a human operator. AI, in this context, offers residents a convenient means to efficiently engage with city resources and communicate with city employees.

Another example of AI improving people’s everyday lives is SomosUna, a partnership between the Inter American Development Bank and Next2MyLife, aims to address gender-based violence in Uruguay. In response to the rise in gender-based violence during and after Covid, this initiative aims to prevent violence through a network of support and “helpers” which includes 1) training 2) technology and 3) a community of volunteers. This initiative will leverage AI technology to enhance its support network, advancing preventative measures and providing immediate assistance.

While AI can foster engagement, local government officials recognize that they must pre-engage the public to determine the role that AI should play in civic life across diverse cities. This pre-engagement and education will inform the ethical standards and considerations against which AI will be assessed.

The EU’s ITHACA project, for example, explores the application of AI in civic participation and local governance…(More)”… See also: AI Localism.

Being Human in Digital Cities


Book by Myria Georgiou: “…sets out to investigate the new configuration of social order that is taking shape in today’s cities. Although routed through extractive datafication, compulsive connectivity, and regulatory AI technologies, this digital order nonetheless displaces technocentrism and instead promotes new visions of humanism, all in the name of freedom, diversity, and sustainability. But the digital order emerges in the midst of neoliberal instability and crises, resulting in a plurality of contrasting responses to securing digitally mediated human progress. While corporate, media, and state actors mobilize such positive sociotechnical imaginaries to promise digitally mediated human progress, urban citizens and social movements propose alternative pathways to autonomy and dignity through and sometimes against digital technologies.

Investigating the dynamic workings of technology and power from a transnational and comparative perspective, this book reveals the contradictory claims and struggles for the future of digital cities and their humanity. In doing so, it will enrich understandings of digital urbanism, critical data studies, and critical humanist studies.​..(More)”.

Co-Designing Urban Futures: Innovation and partnerships for improved service delivery in intermediary cities


Report by GSMA: “Cities across low- and middle-income countries (LMICs) are grappling with the concurrent challenges of rapid urbanisation, climate change and widening inequalities. For intermediary cities, which account for more than half of the urban population in LMICs, these challenges are more pronounced. There is growing evidence that partnerships, collaboration and innovative service delivery models can address these challenges. The GSMA, Connected Places Catapult and UN-Habitat have come together to support cities by driving collaboration between the public and private sectors and enabling the adoption of these innovative models.

This report first outlines the state of urbanisation and the challenges of urban service provision associated with the rapid pace with which cities are growing. It then delves into the unique challenges that intermediary cities face: Governance, digital development, financial capacity and climate change, making the case to accelerate innovation and partnerships in these cities…(More)”.

How cities can flex their purchasing power to stimulate innovation


Article by Sam Markey and Andrew Watkins: “But the “power of the purse” can be a game-changer. City governments spend $6 trillion annually buying goods and services from private sector suppliers, amounting to 8% of world GDP in 2021. These delivery contracts represent a huge commercial opportunity for suppliers, but also a policy tool for local authorities to shape markets and steer private sector research and development…

In recent years, local and national leaders have been rediscovering the power of public procurement and dismantling the legislative and cultural barriers that have limited its potential. Analysis by the OECD endorsed public procurement as a strategic instrument that can be used by government to promote innovation, facilitate diversity of thought and address societal challenges

A growing number of city authorities are using these powers to drive not just delivery but transformation:

  • Faced with the challenge of waste collection from properties using narrow rear alleys as a dumping ground, Liverpool City Council (UK) used an innovation-friendly procurement approach to engage the market, and identify, evaluate and integrate a new solution. Installing communal waste collection points with below-surface storage restored the alleys to being community spaces, promoting a sense of belonging and neighbourliness. Clearly marked disposal points for recycling saw adoption rise by 270%, while new ways of working saw the cost of collection fall from £56 to £32 per property, and a carbon footprint reduction of 60%.
  • In Norway, where ferries provide vital transport infrastructure and are therefore largely operated as public services, regional governments require that all new ferry contracts must use low-emission technologies where possible. This market pull has seen electric-powered ferries replace diesel ferries, cutting emissions by 95% and costs by 80%.
  • As part of an ambitious Green New Deal that aims to electrify 6,000 properties in Ithaca, New York State, the city secured a 30% discount on the cost of heat pumps and other retrofit technologies by orchestrating demand into an advance bulk purchase.
  • Through the YES San Francisco Urban Sustainability Challenge, the City of San Francisco is partnering with the public-private sector to launch 14 new technologies to be deployed locally to support sustainability goals…(More)”.

DC launched an AI tool for navigating the city’s open data


Article by Kaela Roeder: “In a move echoing local governments’ increasing attention toward generative artificial intelligence across the country, the nation’s capital now aims to make navigating its open data easier through a new public beta pilot.

DC Compass, launched in March, uses generative AI to answer user questions and create maps from open data sets, ranging from the district’s population to what different trees are planted in the city. The Office of the Chief Technology Officer (OCTO) partnered with the geographic information system (GIS) technology company Esri, which has an office in Vienna, Virginia, to create the new tool.

This debut follows Mayor Muriel Bowser’s signing of DC’s AI Values and Strategic Plan in February. The order requires agencies to assess if using AI is in alignment with the values it sets forth, including that there’s a clear benefit to people; a plan for “meaningful accountability” for the tool; and transparency, sustainability, privacy and equity at the forefront of deployment.

These values are key when launching something like DC Compass, said Michael Rupert, the interim chief technology officer for digital services at the Office of the Chief Technology Officer.

“The way Mayor Bowser rolled out the mayor’s order and this value statement, I think gives residents and businesses a little more comfort that we aren’t just writing a check and seeing what happens,” Rupert said. “That we’re actually methodically going about it in a responsible way, both morally and fiscally.”..(More)”.

Screenshot of AI portal with black text and data tables over white background

DC COMPASS IN ACTION. (SCREENSHOT/COURTESY OCTO)

This City Pilots Web3 Quadratic Funding for Public Infrastructure


Article by Makoto Takahiro: “The city of Split, Croatia is piloting an innovative new system for deciding how to fund municipal infrastructure projects. Called “quadratic funding,” the mechanism aims to fairly account for both public and private preferences when allocating limited budget resources.

A coalition of organizations including BlockSplit, Funding the Commons, Gitcoin, and the City of Split launched the Municipal Quadratic Funding Initiative in September 2023. The project goals include implementing quadratic funding for prioritizing public spending, utilizing web3 tools to increase transparency and participation, and demonstrating the potential of these technologies to improve legacy processes.

If successful, the model could scale to other towns and cities or inspire additional quadratic funding experiments.

The partners believe that the transparency and configurability of blockchain systems make them well-suited to quadratic funding applications.

Quadratic funding mathematically accounts for the intensity of demand for public goods. Groups can create projects which individuals can support financially. The amount of money ultimately directed to each proposal is based on the square of support received. This means that projects attracting larger numbers of smaller contributions can compete with those receiving fewer large donations.

In this way, quadratic funding aims to reflect both willingness to pay and breadth of support in funding decisions. It attempts to break tendency towards corruption where influential groups lobby for their niche interests. The goal is a fairer allocation suited to the whole community’s preferences.

The initiative will build on open source quadratic funding infrastructure already deployed for other uses like funding public goods on Ethereum. Practical web3 tools can help teadministration manage funding rounds and disburse awards…(More)”.