Restoring Cities as Engines of Opportunity: Data, Tech and Systems Change
Who will you meet?
Cities are innovating, companies are pivoting, and start-ups are growing. Like you, every urban practitioner has a remarkable story of insight and challenge from the past year.
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At their best, America’s cities are the engine for national prosperity and individual economic opportunity. Indeed, for generations, people from around the country and the world viewed our cities as gateways to a better life. That path has become harder to follow in recent decades. The systems we have counted on to create, prepare people for and connect them to opportunity – such as education, workforce development and economic development – have become obsolete, prioritizing quick, technical fixes over adapting more fundamentally to transformative developments like the internet and globalization.
We have spent billions of dollars to improve outcomes in the lives of city residents around education, jobs, health, and other issues. And yet, with our systems out of sync with today’s economic, social and technological realities, we have consistently failed to achieve the results we want at meaningful scale.
Through the work of our organizations: Living Cities, a consortium of foundations and financial institutions dedicated to improving cities and the lives of their low-income residents; and Code for America, a nonprofit using data, technology and networks to create a government by the people, for the people, for the 21st century – we are beginning to see the potential for change when public and private sector leaders have the courage to disrupt these obsolete approaches.
In Living Cities’ five-city Integration Initiative and the 80+ city Strive Network, diverse leaders are putting aside self-interests and collaborating to re-engineer interconnected-but-broken approaches to education, transportation and jobs. Cities and technologists within the Code for America network are building a national movement to harness the energy of the technology and data communities in order to reimagine government as a platform for public officials and individuals outside government to innovate and solve complex, seemingly intractable problems.
We see extraordinary promise in marrying the emerging civic technology and data movement with leading systems-change initiatives to bring about faster, deeper and broader results. Smart cities technologies, open data, predictive analytics and apps for civic engagement have proliferated in recent years, giving cities new and powerful tools to solve tough problems. Collectively, we are now seeing an opportunity to take these precedents to the next level beyond isolated solutions to discrete problems towards fully integrated components of system change efforts.
By connecting these tools, and the innovators who are producing them, to existing system change efforts, we can move from quick fixes to large-scale, needle-moving results. More specifically, we could re-engineer our systems to:
Support data-driven decision-making
We need data in order to understand the results our systems are achieving and where they are failing. While much of the necessary data is out there, it is unavailable for analysis. Fortunately, city governments are increasingly opening their data to the public. Meanwhile, data capture innovations like Captricity are helping to ensure that this critical data can be included in open datasets, and data visualization tools are becoming more powerful and easier-to-use. Meanwhile, organizations like Strive and Data-Driven Detroit are building systems’ capacity for, and breaking down resistance to, data-driven decision-making (see here for more on these efforts) for large-scale change.
Shift focus and resources to what works
Cities are increasingly using data to redirect resources towards evidence-based interventions, improving outcomes and saving money in the process. New York City used predictive analytics on data gathered from nineteen siloed departments to improve fivefold the accuracy of their fire safety inspections. Hamilton County, Tennessee built a multifaceted effort to increase graduation rates around statistical modeling and analysis supported by IBM. And cities across the country are using 311 systems to address “upstream” causes of “downstream” issues (as Chicago, for example, has done with garbage and rodents, respectively).
Create a new generation of collaborative problem-solving processes
We have more and better tools than ever to harness what Robert Kirkpatrick calls “the wisdom of crowds, the instinct of experts and the power of algorithms” to break through siloed and exclusionary ways of solving complex problems. Leaders inside and outside government are developing better problem-solving processes around tools like Textizen, MindMixer, Community PlanIT and, more recently, #VizLou (developed by Living Cities with the civic developer OpenPlans) to foster more constructive discussion of tough issues like education metrics and engage city residents in co-creating ideas around important local goals.
Empower end users
Many of the systems that serve city residents, particularly low-income residents, are built around the needs of the institution rather than the needs of the user. But the advances made possible by data and technology are challenging that. User-facing apps like BlightStatus are helping to put previously cloistered data into the hands of citizens. A focus on user experience and customer relationship management is slowly beginning to permeate these systems, spurred by leaders within government like 311 directors and innovation officers, as well as outside leaders. And cities and civic tech entrepreneurs are experimenting with solutions like Aunt Bertha to help city residents identify and access essential city services.
Putting it all together
Imagine the possibilities when these capabilities are comprehensively applied to transform even one system in just one place.
Take, for example, education, where tools like predictive analytics and learning apps are already coming into use, and where organizations like Strive are using data to align public and private dollars around evidence-based interventions, generating measurable improvements in student outcomes. With the power of Big Data and technology fully behind them, such education reform efforts could:
- Gain real-time insight into school and system-wide performance by opening their data and using common data standards;
- Deepen engagement with stakeholders on key decisions such as setting budgets or closing schools, and crowdsource innovative ideas from teachers, parents, students and experts;
- Build a suite of applications to put data in the hands of teachers, parents and service providers, including around providers’ performance (e.g., Yelp for teachers), and tracking student progress (e.g., push notifications of student test scores)
- Use predictive analytics to proactively address problems such as dropouts, low test scores, and school violence; and
- Implement a dashboard of data on core educational outcomes to help funders, policymakers and others define evidence-based goals for system-wide improvement, rapidly prototype new strategies, and analyze progress.
We have more tools than ever to transform our obsolete systems for the realities of the 21st century and restore our cities as engines of economic opportunity for all. However, no one institution or leader will be able to do this work on their own. What we need now is a collective, intentional effort deploying all the high tech and high touch tools available. We invite you to engage with us as we explore ways to move this agenda forward.
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In my business, we’d rather not be right. What gets a climate change expert out of bed in the morning is the desire to provide decision-makers with the best available science, and at the end of the day we go to bed hoping things won’t actually get as bad as our science tells us. That’s true whether you’re a physical or a social scientist.
Well, I’m one of the latter and Meeting of the Minds thought it would be valuable to republish an article I penned in January 2020. In that ancient past, only the most studious of news observers had heard of a virus in Wuhan, China, that was causing a lethal disease. Two months later we were in lockdown, all over the world, and while things have improved a lot in the US since November 2020, in many cities and nations around the world this is not the case. India is living through a COVID nightmare of untold proportions as we speak, and many nations have gone through wave after wave of this pandemic. The end is not in sight. It is not over. Not by a longshot.
And while the pandemic is raging, sea level continues to rise, heatwaves are killing people in one hemisphere or the other, droughts have devastated farmers, floods sent people fleeing to disaster shelters that are not the save havens we once thought them to be, wildfires consumed forests and all too many homes, and emissions dipped temporarily only to shoot up again as we try to go “back to normal.”
So, I’ll say another one of those things I wish I’ll be wrong about, but probably won’t: there is no “back to normal.” Not with climate change in an interdependent world.