Carlsbad, California, USA

Data and a Cross-Sector Approach Lead to Street Safety in Carlsbad.

Project Type:
Community Engagement, Finance, Health and Wellbeing, Infrastructure, Public Safety, Transportation

At a Glance

Using road collision heatmaps and other data to inform interventions, the City saw a 19% decrease in all injury collisions.

Monitored progress and changed course when needed to achieve traffic goals using Performance & Analytics strategies.

City’s staff telecommuting policy reduced employee commute time by 47,000 hours and saved the City between $300,000 – $400,000. It has also improved traffic conditions for all city residents and eliminated 424 metric tons of greenhouse gas emissions.

Budget and finance processes require data and alignment with the city’s 5-Year Strategic Plan, to ensure funds are efficiently and effectively allocated to address the most important priorities of the community.

The number of collisions involving bikes and e-bikes was already surging in Carlsbad when, in August 2022, two bikers were killed during a 10-day period. The City had issued an ordinance on e-bike safety a few months before, but the tragedies and an alarming 233% increase in collisions involving bike and e-bikes between 2019 and 2022 promoted greater action. City Manager Scott Chadwick declared a 6-month local emergency, which was ratified by the City Council at its next meeting. The emergency allowed the City flexibility to move quickly and focus resources on encouraging everyone to be safer on the road.

Some residents worried that the emergency declaration would lead to less access for bikes or more traffic. But Chadwick was able to reassure them. “We’re going to let the data guide us,” he said. And that is exactly what they did.

Immediately after declaring the emergency, the City began gathering and analyzing additional data on collisions. They created heatmaps to identify the most dangerous intersections, did a 5-year trend analysis, and set up tracking for the future. Armed with data and streamlined procurement processes as part of the emergency declaration, the City was painting key intersections and bike lanes with high-visibility green paint within two weeks. In fact, they moved so fast that they exhausted the supply of green paint in the region.

Within 30 days of the emergency declaration, the City had a full plan in place for improving street safety. The Safer Streets Together Plan seeks to change public behaviors and attitudes by focusing on education, engineering and enforcement. “It wasn’t just, ‘Here’s an emergency.’ The public saw real things happening in the first weeks and months and that’s how this has changed things so quickly,” Chief Innovation Officer David Graham said.

Six months after declaring an emergency, injury collisions across all transportation modes were down by 19% compared to the same time period in the previous year, and injury collisions related to bikes and e-bikes had decreased 13%. Graham points to qualitative measures of success as well – street safety yard signs and car window clings on display throughout the community, residents saying they are wearing helmets and slowing down, and the city’s partnerships with schools and bike organizations.

Because of the positive trends and evidence of behavior change, in March 2023 the City Council voted to extend the emergency declaration for a few more months. City staff hope that a year’s worth of data and analysis will help build a sustainable approach to traffic safety and that the early positive trends will become permanent.

The traffic safety emergency is not the first emergency that Carlsbad has tackled with data-driven decision making. It took a similar and equally successful approach during COVID. Hopefully the City won’t have cause for testing its emergency response again anytime soon, but having a well-honed system for collecting and analyzing data, and for innovating and tracking outcomes means that no matter what the future holds, Carlsbad will be well prepared to handle it.

“To see transformation in government you have to invest in areas that aren’t readily apparent like data and analytics, process improvement and operational excellence. When we work together with our community to discover shared insights around issues like traffic safety, we can create impactful change.”

David Graham, Chief Innovation Officer

“It’s not easy to change the way people behave on the road. Often, you’re trying to change habits people have had for years or decades, for better or worse. By taking a balanced approach to traffic safety and digging into the data, we can see what’s working and what isn’t working, and learn how to be more effective as we move forward.”

Scott Chadwick, City Manager

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Charleston, South Carolina, USA

Creating a One-Stop-Shop to Track Progress on City Goals.

Project Type:
Community Engagement, Environment, Equity, Housing, Infrastructure, Public Safety, Technology

At a Glance

Charleston’s TIDEeye app helps the city and its residents monitor the effects of severe weather by providing real-time data on road closures and weather information.

Charleston has added almost 800 affordable housing units since 2016, and 500 more currently in the pipeline.

Data has shown that 86% of the affordable housing units in development are within .5 miles of public transit.

Known as a tourist destination with idyllic horse-drawn carriages, the City optimized equine waste management with GPS tracking. The system helped reduce cleanup time from 40 minutes to 20 minutes.

Using outcomes-based performance management practices to understand if programs are achieving their intended impact.

For cities with competing priorities and limited resources, making city-wide strategic goals built on data and evidence is an achievement in itself. But tracking progress, engaging residents and strengthening accountability is a tougher feat.

In 2022, the City of Charleston outlined six mayoral priorities and launched PriorityStat, an online dashboard and public meeting series to increase transparency and help the City and residents track progress on these six goals. While traditional city open data dashboards are organized around departments or services, PriorityStat takes a more innovative approach and is centered on City—and residents’—priorities.

For instance, FloodStat, one of the dashboards, is focused on protecting the City from sea level rise and flooding. In the 1950s, Charleston was impacted two days per year on average by nuisance flooding. In the past five years, that average is now 61 days per year. Traditional dashboards would have relevant metrics, such as police complaints about flooded roads and properties, and city carbon emissions, in different dashboards since they’re in different departments. But addressing flooding and coastal challenges requires many departments to effectively work together. FloodStat helps break down silos by developing and regularly tracking metrics that require cross-agency collaboration. Additionally, it gives residents one place to see a more complete and clear picture of how the City is combatting its challenges.

Another one of the mayoral priorities is affordable housing. Home prices have jumped 78% since 2011 in Charleston—an unsurprising trend for a City with a 25% population increase since 2010 and more than 7 million visitors each year.

HousingStat allowed Charleston officials to develop a 10-year comprehensive plan to improve housing. To eliminate affordability gaps by 2030, the City learned that it needs more than 16,000 affordable units. HousingStat has also led to new programs, such as a Senior Homeowner Initiative, that has already helped 18 seniors become first-time homeowners. Regularly disaggregated data has helped the City allocate resources where they are needed most and develop more targeted strategies.

“We’ve been able to cut red tape on affordable housing initiatives. This is the largest, most ambitious affordable and workforce housing initiative in our city’s history.”

John Tecklenburg, Mayor

The City is clear that PriorityStat is still a work in progress. Two more dashboards are on the docket for 2024: one for mobility and transportation, and the other for neighborhood livability and resident quality of life. While these are being built, the City is actively seeking feedback and encouraging residents to watch public meetings on Charleston’s YouTube page.

PriorityStat is a performance management grand slam for the City. But more importantly it’s a win for residents. An unwieldy and unorganized performance management dashboard isn’t a platform that performs for residents. Charleston’s PriorityStat is different: by embedding accountability, transparency and collaboration into the fabric of the City’s strategic goals, residents know the City is making strides with them in mind.

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Washington, DC, USA

Washington, D.C.: Excelling in Evaluations for Better Outcomes .

Project Type:
Community Engagement, Cross-Sector, High-Performing Government, Public Safety

At a Glance

Established a team of research scientists who deliver data-driven insights and analysis to inform District policymakers.

Increased data transparency with residents by publicizing CapSTAT meetings, welcomed online public opinion on data policy, and built feedback loops monitoring solutions.

Developed a command center within the Metropolitan Police Department that uses real-time data to analyze similar crimes, trends, and background for detectives in the field, which helped decrease all crime by 11% and violent crimes by 22%.

Analyzed data from resident interactions with the 311 system to eliminate inefficiencies, allowing the District to implement measures that have achieved a 90-second response time for 85% of calls made to 311.

More Than the Nation’s Capital

Whether it’s enabling residents to send text messages to 911, establishing a leading “open by default” policy for all District government data, or establishing a unique, in-house team of data scientists, Washington, DC, is using technology and data to improve its delivery of services and outcomes for residents.

“In the District, we expect our agencies to engage in fact-based decision-making. We understand that our decisions affect the lives of our nearly 700,000 residents, and we always want to know how well our policies and programs are working so that we have the opportunity to learn and adjust while we act. As we continue building a safer, stronger, and more resilient DC, we will continue to use data and scientific thinking to improve our day-to-day operations and deliver good government.”

Washington D.C. Mayor Muriel Bowser

As part of her commitment to data, Mayor Bowser charged City Administrator Rashad Young to stand up The Lab @ DC, a team of applied research scientists who use data and scientific insights and methods to provide timely, relevant, and high-quality analysis to inform the District’s most important decisions. The Lab completed the District’s high-profile study of the impact of body-worn cameras on policing, and it is now studying the effectiveness of the District’s rat abatement program. While these two subjects are very different, they demonstrate the capacity of data to inform a range of decisions.

The District’s in-house team of data scientists, The Lab @ DC, recently tested the effects of police body-worn cameras.

Monitoring how agencies collect and use data is part of quarterly cluster performance meetings hosted by the Office of Budget and Performance Management. As part of these sessions, City Administrator Young reviews progress toward milestones and mayoral priorities along with the agencies’ implementation of data-based decision-making as part of their internal processes. The sessions also provide agencies with an opportunity to showcase successes and lift up obstacles.

“Managing a $13 billion, 35,000-person government is nearly impossible without accurate metrics to lead our decisions. These quarterly sessions ensure we are being good stewards of District resources, that we are keeping our commitments, and that we are evaluating and redirecting if our approaches are not rendering quality results.”

City Administrator Rashad Young

During a quarterly cluster meeting last year, reviews of the 311 system revealed that there were no standard definitions of open and closed cases across city agencies, no standard response times, and in certain instances, it was taking more than four minutes for calls to be answered. The agency was charged with developing a plan to address the significant lag times. After hiring additional staffing and providing extensive training as well as additional outlets for contacting 311 (via text and a smartphone application), the agency was able to achieve a 90-second response time, 85 percent of the time.

“Mayor Bowser and City Administrator Young embrace the use of data across our government agencies. This expectation motivates agencies to be on the ready with sound, reliable data to support program recommendations and initiatives. Agencies also understand that much of their data is now publicly accessible through our open data laws.”

Director of the Office of Budget and Performance Management Jennifer Reed

In April 2017, Mayor Bowser announced the signing of an executive order, creating a new policy that set an “open by default” standard for all District government data, including a directive to treat the City’s data as a valuable resource. The policy was based on recommendations made by What Works Cities partner the Sunlight Foundation, and provides a framework to make government more transparent and open while improving the quality and lowering the cost of operations.

The District has extended its commitment to data transparency by inviting residents to view the budgeting process, welcoming public opinion on its data policy, and building in feedback loops so that residents know when their problems have been addressed. The Mayor’s CapSTAT meetings — data-driven management tools designed to tackle timely policy issues and processes with analysis, mapping, business process reviews, and best practices — are also videotaped and shared with the public.

The Metropolitan Police Department embraced the use of data in past years as a tool for improving public safety. The Joint Strategic and Tactical Analysis Command Center pulls together real-time, robust analyses of similar crimes, trends, and background for detectives in the field. The department recently reported an 11% decrease in all crime, which includes a 22% decline in violent crimes.

“We’re delivering people the services they want and improving service delivery.”

City Administrator Rashad Young

City Administrator Young says, attributing the City’s use of data for much of that progress. Agencies ask for help unraveling particular challenges, and data and performance management experts are assigned to assist. For multifaceted challenges, resources from The Lab may be assigned to analyze the challenge and the path forward. Recently, the Department of Consumer and Regulatory Affairs experienced such a challenge when working to make the permitting process more efficient.

While data may not tell the full story, it gives agencies and decision-makers valuable insight into the District’s toughest challenges. City Administrator Young noted, “Fully utilizing data and evidence is the only way to really manage and have a rational sense of what you’re doing. Anything less feels random, and without context.”

Learn more about Washington D.C.’s journey with data here.

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Tulsa, Oklahoma, USA

Tulsa Scales Up Data-First Innovation.

Project Type:
Communications, Cross-Sector, Economic Development, Education, Energy, Equity, Finance, Health & Wellness, High-Performing Government, Housing, Public Safety

At a Glance

Created a cross-departmental team that identifies the most effective methods for achieving the city’s top goals and leads the city’s data-driven transformation.

Found patterns in 911 repeat call data that signaled the need for a new referral program to deliver specialized healthcare and social services for residents. Within the first three months of launching the program, there was a 70% reduction in calls from its top 911 utilizers.

Partnered city agencies and civic tech nonprofits to develop a text reminder system that reduced missed fines and warrants that have helped the City’s Court see an annual 187,000 increase in revenue.

Using Data to Power Innovation

G.T. Bynum has leadership in his veins. One of the youngest people ever elected mayor of Tulsa, Oklahoma, he’s the fourth person in his extended family to serve in the role since the turn of the last century. But he is the city’s first mayor to place data-driven decision making at the top of a change agenda. Since becoming mayor in December 2016, his administration has marked a turning point in how Tulsa uses data to power innovation and improve the quality of life in Tulsa.

Mayor Bynum didn’t waste any time after being elected. The idea of improving city services and using data to make key decisions was at the core of his mayoral campaign. One of his first moves as Mayor was the creation of the Office of Performance Strategy and Innovation (OPSI). The office works to align the city’s top goals with effective strategies. It quickly became key to the city’s data-driven transformation, says James Wagner, who led OPSI at its inception and is now the city’s director of finance and CFO.

Ben Harris, OPSI’s Data Analytics Manager, convened a team of employees from 16 departments to lead the city’s data governance and strategic planning efforts. The Data Governance Committee, which sets the standard and strategy for data quality, integrity, and use for the city government, has helped integrate the use of data citywide through the creation of a Central Data Repository where any employee or resident can request data.

“Through this cross-departmental team, we encourage transparency, access to data, and a feedback loop; ultimately it creates a trust relationship between departments,” Harris said.

“In addition to teamwork, technology played a huge role in orchestrating communication, automating data movement, securing data, and making it accessible.”

Data Analytics Manager Ben Harris

OPSI and the Committee also facilitate regular sessions with department leaders to focus on the value of performance metrics. These meetings aren’t just about tracking progress reviewing data — they’ve created a new space within the city to cultivate innovation.

“Mayor Bynum and other city leaders have consistently looked to OPSI to drive data-driven innovation work in Tulsa. This matters because we’re making real changes that improve city services and save taxpayers money.”

Chief Financial Officer James Wagner

A Caring Fire Department

For years, the number of calls to the Tulsa Fire Department was increasing, putting stress on their resources and capacity. By analyzing the data, the fire department discovered the source of the increased calls was not an increase in fires, but instead an increasing aging population who needed lift assists. Lift assists are calls to the 911 system for a non-emergency fall — the help the resident is requesting is to literally be picked up off of the ground. The city discovered a repeat lift assist pattern, with some residents requesting a lift assist as many as nine times a day.

Under the direction of Chief Michael Baker, the Fire Department developed and launched the Tulsa Community Assistance Referral and Educational Services (CARES) program, which was designed to connect high-utilizers of the emergency system to healthcare and social service providers. Visits to the highest utilizers became proactive, with the CARES team working on simple fixes such as installing low-cost solutions like handrails and opening up a dialogue with the resident’s primary care doctor. Within the first three months of the pilot, the fire department saw a 70 percent reduction in calls from its top 911 utilizers.

With preliminary results in hand, Baker presented his findings through the TulStat forum.

“TulStat,” based on the successful “LouieStat” program out of Louisville, Kentucky, has created a forum for change in Tulsa. City leaders gather to discuss priority problems, define success, innovate solutions, and develop methods for measuring progress. They identify specific, quantifiable goals, such as average time for reviewing building permit applications (previously 5 weeks, now 92 percent completed in 5 days) or responding to a 911 call, and troubleshoot obstacles to achieving them.

While CARES was developed before Bynum’s administration founded TulStat, having a space to build off of the pilot’s success was critical in connecting more residents to much-needed services. The program has served 204 clients; in 2020, four Tulsans have “graduated” the program and have the needed support services in place for them to live safely in their homes.

In the future, CARES hopes to work with OPSI to expand their data capacity to learn how to predict who is at risk for becoming a repeat caller to the 911 system and intervening early to distribute tools and services. Aligning community resources to provide innovative, proactive care will not only save the city’s Medicare and Medicaid partners money, it could save a resident’s life.

Breaking the Cycle

Working with What Works Cities and the Behavioural Insights Team, OPSI also helped the Tulsa Municipal Court solve a problem that had burdened the court and vulnerable residents for years.

Previously, when the court issued a resident a fine in a criminal case, but that resident wasn’t able to pay that fine on time, the court would offer an extension in the form of a “Time to Pay Order.” Some found themselves with a fine due more than 12 months in the future — enough time for them to save money for the payment, but also plenty of time to forget when it was due. As of early 2018, more than 70 percent of those orders resulted in a failure-to-pay warrant. For many, a warrant can exacerbate the cycle of poverty: a driver’s license might be suspended and additional fines can accrue, pulling someone further into the criminal justice system.

To combat the problem, OPSI partnered with the Court and Code for Tulsa to figure out how to reduce the number of warrants issued. Within a month, a text message pilot project was underway, designed around a simple hypothesis: Many people missed their Time to Pay Order deadline because they forgot the due date or lost paperwork. Together, OPSI, the Court, and Code for Tulsa developed a system to text simple, personalized reminders to a randomly selected pool of Time to Pay Order recipients. The test group received a text message reminder once a month leading up to their deadline.

The results were remarkable. During the six-month pilot, 63 percent of those who received a reminder paid all of their outstanding fees, compared to 48 percent of residents who did not receive reminders. Armed with data showing this 15 percent point increase, the Court system adopted the new reminder system. It now estimates an additional 320 people are paying their fees on time each year, avoiding warrants and additional problems because of the system. The Court benefited as well, seeing an annual $187,000 increase in revenue and a morale boost among employees who helped implement the solution.

“I’ve never been so excited about a job,” said Jamie King, a cost administrator at the court.

At the City’s Core

OPSI’s successful partnerships with city departments go beyond the fire department and courts. Three years in, OPSI has implemented practices and programs that have positioned Tulsa as a leader in data and innovation. In 2017, the office launched Urban Data Pioneers, an award-winning program consisting of teams of residents and city employees who analyze data to help the city solve key challenges and present policy recommendations.

With OPSI’s clear-cut ability to drive innovation, Mayor Bynum decided to integrate the office into the city’s key funding decisions. When Wagner became Director of Finance and CFO in early 2019, he brought OPSI with him to the Finance Department. This has changed the way Tulsa funds innovation. In essence, a data-driven approach has been institutionalized and scaled. Today, the city bases funding on data that proves programs work. OPSI vets data.

“We had the opportunity to take the approach and plug it into the finance department,” Mayor Bynum said. “It helps make it have much more of a citywide cultural impact.”

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Topeka, Kansas, USA

Transparency, Engagement, and Results in Topeka.

Project Type:
Community Engagement, Communications, High-Performing Government, Infrastructure, Transportation

At a Glance

Launched a series of interactive datasets and maps for residents to track the city’s budget and capital improvement projects, promoting accountability and transparency.

Produced video tutorials and how-to guides to help residents understand and use the city’s new open data portals, encouraging public engagement and input.

Created a scoring index to measure the quality of every paved street in Topeka in order to prioritize street improvement projects and develop a cost-effective infrastructure improvement plan.

Topeka’s Not Afraid to Connect

If you had walked through the doors of Topeka City Hall earlier this year, a bright green and yellow banner would have greeted you with an engaging question: “How would you spend $96.5 million of the City of Topeka’s money?” The banner, jointly created by the city’s Administrative & Financial Services Department and Department of Neighborhood Relations, was posted in city administrative buildings downtown and invites people to visit the city’s performance portal to “Hold us accountable!” and “Track how we are measuring up.”

Topeka’s budget banner in the Cyrus K. Holliday Building.

It’s a high-visibility tactic to pull residents into the 2021 budget engagement process in Topeka, which sits along the Kansas River in the state’s northeast corner. The banner also signifies the capital city’s commitment to performance, transparency, and community engagement — all of which city officials see as crucial for building trust, meeting the needs of about 125,000 residents, and spending tax dollars efficiently.

A User-Friendly Foundation

Just a few years ago, Topeka’s government wasn’t nearly as open to its residents. The data revolution that spread across the country during the 2010’s changed that: city leaders committed to increasing access to data inside and outside of City Hall. And they started engaging the community to solve problems.

“The goal was and is to provide the public with greater access to city data and opportunities to work collaboratively on complex challenges facing our community. By increasing the city’s accountability, we were building trust with residents and changing the way the city operates.”

Deputy Director of Information Technology & Chief Software Officer Sherry Schoonover

The launch of Topeka’s open budget portal in 2015 marked a turning point. For the first time, residents could access datasets that showed, down to the line item, how the City aimed to spend their tax dollars. The City released its 2016 budget on the same portal, making the proposed budget accessible to residents for review and feedback. But the commitment to transparency didn’t stop there. In 2016, under the direction of Schoonover, the City launched the Topeka Capital Projects Dashboard. Its interactive map helps residents visualize the City’s capital improvement plan and get current information on capital projects across the city, including whether they’re on schedule and on budget.

Image of Topeka’s Capital Projects Dashboard and interactive map.

The same year, the City also set a strategic goal to increase data-driven decision making. Staff wanted to go way beyond offering snapshots of information through dashboards — so with the assistance of What Works Cities partners the Sunlight Foundation and the Center for Government Excellence at Johns Hopkins University (GovEx), the City launched a formal open data program, passed an open data policy and assembled a data governance team.

Proactive public engagement efforts also ramped up: the city manager launched a weekly report powered by the open data portal that offers updates from departments and divisions, and links to performance dashboards. To help residents navigate various portals, the City created video tutorials and how-to guides.

And for the first time in a decade, the City in 2018 conducted a Citizen Satisfaction Survey to align goals, policies, and spending with the priorities of Topeka residents. They voiced three top priorities: maintenance of city streets (the top concern), managing traffic congestion, and enforcing city codes and ordinances.

Data-Driven Streets

Well before survey results were in, City Hall staff knew that road conditions across Topeka were a weighty issue. A few years earlier, the city adopted a data-driven approach known as the Pavement Management Program (PMP) to prioritize improvements to this key infrastructure. The initiative would turn out to be crucial for winning public support for continued investments.

“The City of Topeka has been using data-driven decisions for years when developing our city’s goals and priorities. By using the Pavement Management Program, the City of Topeka has been able to build trust within our community in improving quality of life through infrastructure and transparency.”

Topeka Mayor Michelle De La Isla

PMP has three core components: the Pavement Condition Index (PCI), improvement strategies, and funding. The index scores the quality of every paved street in Topeka on a 0–100 range. A Fall 2016 assessment of all streets within the city’s jurisdiction showed:

57 percent in poor condition
18 percent in fair condition
25 percent in good condition
An average system-wide PCI score of 55 (between fair and poor)

With this baseline data in hand, the City created a strategic plan for cost-effective street improvements built around measurable performance goals. In 2017, the Topeka Governing Body set a goal of pushing the average system-wide PCI score to at least 60 by 2029, and to be on course to reach an eventual PCI score of 70.

Image of Topeka’s Pavement Condition Index map.

Pushing the average score higher would cost millions in additional annual funding — a reality the public works team illustrated with detailed forecasts it presented to the City Council.

Table presented by the Public Works Department to the Topeka Governing Body during on Feb. 7, 2017, detailing the different funding levels, and corresponding backlogs, to achieve different PCI goals for street conditions.

If Topekans wanted streets to improve, they’d have to pay for it. In November 2018, they elected to do just that. Sixty-one percent of voters in the city approved a ballot measure that extended a half-cent sales tax for 10 years to fund street maintenance projects. If it had failed, the PMP would have lost more than half its budget — and the City wouldn’t have been able to maintain the 55 PCI score, let alone make progress on its goals.

The stakes were clear, so the City launched an interactive website informing residents how the money from the current half-cent sales tax was used for road repairs and what could be done if voters approved a 10-year extension. Videos showed road improvement strategies and before-and-after photos of repaired roads. Using predictive modeling, residents could peruse the data to see the impact of not renewing the sales tax.

All the upfront data-building work paid off — and the City Council brought into the PMP as well. To accelerate progress on street improvements, it allocated an additional $6 million over three years to ensure the city stays on track to achieve its PCI goal of 60.

Image of Mill and overlay work being completed at SW 17th Street and SW Fairlawn Road in Topeka. Courtesy of the City of Topeka.

Many Topeka residents likely haven’t heard of the Pavement Condition Index. But behind the scenes, it’s powering progress. If residents call the public works department asking why their neighbors’ street was repaved but theirs wasn’t, staff can now explain the decision, backed up by data.

Holistic Neighborhood Improvements

Streets are just one aspect of a neighborhood’s quality of life. Topeka has also taken a data-driven approach to understand the overall health of neighborhoods, and then outline a plan for strategic reinvestment. The City’s Team Up to Clean Up initiative, run by the Division of Community Engagement, provides hands-on help. Through this program, residents, city staff, local businesses, and community partners volunteer their time and services to breathe new life into areas in need.

It all starts with the data underpinning the City’s Neighborhood Health Map. Here’s how it works: every three years, the planning department updates the map to give each neighborhood an overall health rating based on poverty level, public safety, average residential property values, homeowner tenure, and the presence of boarded houses. Neighborhoods receive one of four overall ratings, akin to triage at a hospital. A “Healthy” rating is optimal; “outpatient,” is favorable; “at risk,” means negative conditions are emerging; and “intensive care,” means conditions are seriously distressed.

Image of Topeka’s 2017 Neighborhood Health Map. Courtesy of the City of Topeka.

The City prioritizes disadvantaged and socio-economically challenged neighborhoods rated as intensive care for Team Up to Clean Up, but selection also depends on the willingness of the Neighborhood Improvement Association (NIA) to work with the city. Once neighborhoods are selected, the Division of Community Engagement leads walk-and-talk sessions with community members to listen to their concerns, learn what supports are needed beyond home and street repairs, and link residents with social service organizations via a neighborhood resource fair.

In 2019, Topekans teamed up to clean up two neighborhoods, East End and Ward Meade. Volunteers painted home exteriors, trimmed trees, and replaced porches, and city staff repaired streets and sidewalks, among other activities. In the East End, Habitat for Humanity held workshops on home maintenance topics like siding repair and gutter care. The fire department, one of six city departments helping to improve the neighborhood, installed fire detectors and house numbers. By providing the NIA with tools and resources needed to sustain many of these efforts, the city aims to improve neighborhoods’ overall health ratings.

City of Topeka Utilities Department employees working in the Ward Meade neighborhood during the fall of 2019 as part of the Team Up to Clean Up initiative. Image courtesy of the City of Topeka.

“This program illustrates that despite economic conditions, with community-wide support networks it is possible for disadvantaged neighborhoods to thrive and promote resources to improve the overall quality of life for their neighbors,” says Monique Glaudé, the city’s Director of Community Engagement.

A New Era Emerges

Years ago, city leaders heard criticism from stakeholders that the government was not transparent, that officials had something to hide. The City of Topeka still has its share of internal and external challenges — no city is perfect — but a lack of transparency is no longer one of them.

City leaders are committed to providing the public with timely and reliable information on decisions and performance, via City Manager Brent Trout’s weekly reports and other resources. Under Trout’s leadership, a Rapid Process Improvement initiative has streamlined city processes to eliminate redundancies and waste. That’s led to cost-savings for taxpayers and time-savings for city staff.

2019 summary of results achieved by Topeka’s Rapid Process Improvement. Image courtesy of the City of Topeka.

These efforts have not gone unnoticed by Topekans, says Mayor De La Isla.

“There’s an overall feeling that we are more approachable and responsive, and people have an understanding of what we are trying to accomplish for our community. We can go to sleep every night knowing what we are doing for our community and that we can show results.”

Topeka Mayor Michelle De La Isla

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Tempe, Arizona, USA

Data-Rich Sewage in Tempe, AZ.

Project Type:
Communications, Cross-Sector, Health & Wellness, High-Performing Government, Infrastructure

At a Glance

Compiled data from the city’s sewage system monthly to track community drug use patterns and understand the depth of opioid use.

Using this data, monitored areas with high opioid use and deployed emergency response resources and abuse prevention interventions to hotspots accordingly.

Utilized similar wastewater testing data and tracking methods to monitor COVID-19 levels and identify outbreaks.

The Desert City’s Approach to Data

Like so many other cities in the country, Tempe, Arizona has been deeply affected by the opioid abuse crisis. The desert city of nearly 200,000 is part of Maricopa County, Arizona’s most populous area. This county also has the highest number of opioid-related deaths in the state.

As this public health emergency became more devastating in Tempe and around the country, Tempe’s leaders realized they needed to step up in two ways. First, they needed to be transparent about the severity of the problem facing the community. Second, they needed to create innovative solutions to help stem the opioid epidemic.

In 2018, the Strategic Management and Diversity Office, in partnership with ASU’s Biodesign Institute, submitted a proposal to the Tempe City Council Innovation Fund. The proposal focused on using wastewater to track the presence of opioid metabolites at the community level. City leaders supported the idea with innovation funds and began a partnership with ASU to tap this unlikely resource for data and to better inform decisions. Today, Tempe is on the cutting-edge of opioid abuse prevention work in the United States and has expanded this partnership to gather data on the presence of COVID-19 in the community.

“Cities may not want to call attention to opioid overdoses or abuse in their community,” said Wydale Holmes, a strategic management analyst in the city’s Strategic Management & Diversity Office.

“In Tempe, we’re courageously saying, ‘Yes, we have that, but we’re also doing something about it.’

It turns out that sewage offers an abundance of public health-related data — including a community’s drug consumption patterns. Tempe leverages its wastewater to identify areas of the city with elevated levels of opioid compounds — and then deploys emergency response resources and abuse prevention interventions to hotspots accordingly. All of this aligns to one of Tempe’s performance measures: ending opioid-related abuse and misuse by 2025, as measured by the percentage of 911 calls likely related to the drugs.

“Tempe is committed to data-informed community solutions. This first of its kind city model using wastewater-based epidemiology data informs strategic policy and operational decisions to advance community health.”

Director of the Strategic Management and Diversity Office Rosa Inchausti

It’s great to have data, but if you’re not doing anything with it or connecting it to resources and strategies for change, then it’s just information.”

Strategic Management Analyst Wydale Holmes

A New Diagnostic Matrix

Testing wastewater for real-time information about key markers of public health — everything from viruses to food contaminants to drug compounds — has been around for decades. But the approach is relatively uncommon in the United States. And no other city is trying to map the needs of residents around the opioid abuse epidemic in this way, said Dr. Rolf Halden, a professor at ASU’s Biodesign Center for Environmental Health Engineering.

“The United States is behind Europe. Every community that has done this work has not abandoned it, which is a testament to how well it works and how successful it is,” said Dr. Halden, who leads the wastewater data collection project in partnership with the City of Tempe.

Dr. Rolf Halden and his team analyzing the wastewater samples.
Image courtesy of the City of Tempe.

Here’s how the wastewater analytics project helps the city identify opioid abuse hotspots and deploy resources strategically. Dr. Halden’s team takes raw sewage samples directly from five collection areas of the city for seven consecutive days each month. The scientists then test for four different types of opioids: fentanyl, heroin, oxycodone, and codeine.

After processing the samples, the ASU team hands off data to Tempe’s Enterprise GIS and Analytics team. The city can see where elevated levels of the four opioids are, and whether the opioids were metabolized or improperly disposed of. But the data contain no personally identifiable information — there is no way to tie data to specific addresses, neighborhoods or businesses.

Created by William Mancini for Fighting Opioid Misuse by Monitoring Community Health and provided courtesy of the City of Tempe.

All data are then published on the public Tempe Opioid Wastewater Collection Dashboard, created and maintained by Dr. Stephanie Deitrick, Tempe’s Enterprise GIS Manager. Through this dashboard and the Opioid Abuse Probable EMS Calls Dashboard, the information is analyzed by a multidisciplinary team, including Tempe’s Fire Medical and Rescue Department, to determine needed interventions. For example, if the data show a rise in opioid use among people under 18 in one area, the city might ramp up in-school outreach efforts. If one area suddenly becomes a major hotspot, the Tempe Fire Medical and Rescue Department can decide which emergency medical services and overdose prevention resources to move or increase to that area.

After implementing interventions, city officials can then track their potential effectiveness by monitoring changes in wastewater data alongside the EMS calls data. It’s a data feedback loop enabling the city to target its efforts — and, hopefully, prevent abuse and deaths.

“Dashboards allow people to quickly see overall trends within the data and to understand who is being impacted and where. Providing context is key when providing data to inform decision-making.”

Enterprise GIS Manager Dr. Stephanie Deitrick

Building a Data-Driven Culture

From its outset, the wastewater analytics project was directly tied to Tempe’s performance measure of ending opioid-related abuse and misuse. The Mayor, City Council, and City Manager set the expectation that reducing calls for opioid misuse or abuse was important to the executive leadership, and that both the goal and the performance measures supporting it needed to be shared internally with the City Council and administrative staff, community partners and externally to residents.

“Whatever we do, we always approach our employees and explain it to them and take the time to have the conversations about what we’re doing and why,” Tempe City Manager Andrew Ching said. “Every job has a purpose, and that job and that purpose exist within the framework of our strategic priorities and performance measures.”

City leaders also worked to communicate their efforts around the opioid abuse epidemic to the general public. The City of Tempe held an Opioid Town Hall in February 2019 to detail the wastewater project partnership and the types of support that Tempe provides to its residents struggling with opioids, their families and caregivers.

Anyone can visit the wastewater data dashboard and the Opioid Abuse Probable EMS Call Dashboard, designed and conceptualized by Dr. Deitrick and her team. The latter dashboard, which launched in 2018, gives Tempe Fire Medical and Rescue Department and the public a window into opioid abuse in the community. It details when calls related to abuse occurred, along with patients’ ages and genders, and the number of times Narcan/Naloxone overdose reversal medication was used during opioid-abuse related emergency calls.

Together, both dashboards inform Tempe officials’ efforts to end opioid misuse and abuse in the city, and help first responders and public health agencies on the ground see the impact of the targeted outreach and other interventions. It’s too early to tell how quickly the city will advance toward its goal — it was officially set in December 2019, when the baseline percentage of opioid-related EMS calls was 3.74 — but the right approach to data is in place to drive progress.

As the COVID-19 pandemic took hold around the world and in Tempe, city leaders have once again partnered with ASU wastewater researchers and are using this data in the same manner as the opioid data. The city is following the data to find areas of greatest need and is directing resources to help.

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Syracuse, New York, USA

In Syracuse, Data Delivers Efficient, Effective and Equitable Services.

Project Type:
Equity, Finance, High-Performing Government, Housing, Infrastructure

2023 Gold Certification

Several years ago the City of Syracuse teamed up with the Syracuse Metropolitan Transportation Council (SMTC) to create a data-driven prioritization for road reconstruction. This year, the City and SMTC introduced an equity component to the priority scoring process to ensure that the City does not overlook roads in historically underserved neighborhoods. Inspired by equity score systems in other cities, the City created a metric to measure the amount of historically underserved residents in an area. The new model considers the equity score as well as road conditions when recommending reconstruction projects for the year. In this way, the City avoided completely reinventing the reconstruction priority process while introducing equity as an additional factor.

2021 Silver Certification

Compiled data from GPS units in each snowplow, allowing the city to create and publish an interactive map for residents to determine if a street was already plowed and allowing city staff to quickly identify any streets a snowplow may have missed on its run.

Created a database mapping sidewalks and walkways in 164 parks in order to improve its approach to snow removal, empowering the city to lower the average time to clear paths of snow from 3 days to 6 hours.

Gave city departments centralized access to budgeted and actual financial data, allowing staff to better predict funding needs and allocate resources. Analysis from this data saved the city an estimated $800,000 on salt used for de-icing.

Determined locations for new affordable housing construction by gathering and analyzing quantitative data on the locations of vacant properties and qualitative data from 800 resident interviews.

The Snowiest City

Syracuse, New York is seriously snowy. Averaging more than 120 inches of snowfall each year, it’s officially the country’s snowiest city. Throughout each long winter, staff in the Department of Public Works (DPW) work to keep roads and sidewalks clear and safe so residents can keep moving. Until a few years ago, Syracuse’s snow removal services were challenged, resources were limited, and many residents weren’t happy.

“I used to want to avoid Facebook every time we had a storm,” says Corey Dunham, the City’s chief operating officer. “There were just too many friends and family complaining about the snow on their streets!”

When Mayor Ben Walsh took office in 2018, he was determined to take a new data-driven approach to tackle persistent problems facing Syracuse residents. Whatever the problem in Syracuse today, a first step toward designing a solution is to dig into data. “You can’t fix what you don’t fully understand,” Mayor Walsh said in his 2019 State of the City address. Data helps the City understand the causes of problems and address them, he added.

With clear support from the Mayor’s Office, city staff have worked in recent years to build foundational data practices including general management, performance & analytics, and open data to improve the delivery of city services like snow removal. The aim is to deliver efficient, effective, and equitable services — a goal that has become core to Walsh’s administration.

“We’re not data-driven for the sake of being data-driven. Data empowers us to know if we’re being effective or not, and then pivot when we need to change.”

Syracuse Mayor Ben Walsh

Deputy Mayor Sharon Owens admits she was once a “data nonbeliever.” Now she has the passion of a convert. “Being able to use data to hone in on quality-of-life issues is crucial,” Owens says. “We spend too much time sending out a wide net when we should be honing in. Residents are impacted by our ability to take data and use it to solve the problems they care about.”

Plowing Through Data

The Parks Department and DPW’s effort to overhaul how they prioritize clearing snow from roads and sidewalks shows how data can translate into better and more transparent city services.

During snow events, the DPW snow plows move into action. The department follows a system of prioritizing city streets for snow removal: the first priority is always emergency routes, followed by hills around the city and roads with significantly higher levels of traffic. Flatter city streets generally found in residential neighborhoods come next.

Clearing the City’s streets after a snowfall. Image courtesy of the City of Syracuse.

The City compiled data from GPS units in each snowplow to create and publish an interactive map on the City website, enabling residents and property owners to track the path of snowplows during storms to determine if a street was already plowed. The map includes timestamps of a plow’s most recent pass of a street. The data also equipped the DPW staff to more quickly and accurately identify any streets a snowplow may have missed on its run.

To improve sidewalk snow clearance, the City took a similar approach. Working with the Syracuse Metropolitan Transportation Council, a team of DPW staff members and transportation planners first mapped foot traffic, building a dataset detailing which sidewalks are used most frequently and which are adjacent to the most dangerous streets. Again, data analysis showed the obvious snow removal strategy.

“We determined the most dangerous streets for pedestrians and cleared sidewalks in those areas first. Using data, we were able to make and defend decisions about why we chose to clear certain streets and sidewalks over others.”

Chief Operating Officer Corey Dunham

The Department of Parks, Recreation and Youth Programs also dug into data to improve its approach to snow removal. The first step was mapping all the sidewalks and walkways in Syracuse’s 164 parks it is responsible for — 13 miles total, the department learned. Previously it would take three days after a major snow event to clear all sidewalks and walkways. After creating a color-coded map making priority routes clear — and buying two Bobcat L28 machines enabling a sidewalk to be cleared in just one pass — the department now clears them in just six hours.

Syracuse officials have also used more data-driven budgeting practices to save money on road de-icing materials. Previously, each department across the city was managing its own financials and budgeting from budget-to-budget, instead of actuals-to-budget. By centralizing the budget planning process and providing actuals to departments, Syracuse was able to make better spending decisions. This approach allowed DPW to analyze data for how much salt it purchased each year for de-icing and how much salt it actually used. The ultimate outcome: officials were able to better predict how much salt they needed to buy. Last year, the data-driven effort helped the city save an estimated $800,000 on salt purchases.

More Results to Come

Syracuse’s efforts to strengthen its data culture and practices have yielded benefits beyond snow removal. The City has also used data-driven problem-solving skills to address more complex challenges, such as poverty, inequities highlighted by the COVID-19 pandemic, and neighborhood revitalization efforts.

Looking ahead, exciting things are in the works — all fueled by the data capacity Syracuse has built. Later this month, the City plans on unveiling a brand-new resident information system revamping its city service request system into a more comprehensive and user-friendly portal.

And by the end of the year, Syracuse will build the first 25 of 200 one- and two-family housing units through the new Resurgent Neighborhood Initiative (RNI). The program supports city neighborhood planning and revitalization at the block level. Affordable housing construction locations were chosen by analyzing quantitative data detailing the locations of vacant and unused properties, and gathering qualitative data through 800 resident interviews conducted over eight months. This stakeholder engagement helps ensure equity, so the City can better deliver on the promise of affordable housing.

“Whether the challenge is housing, a pandemic, or snow removal, being a data-driven city means efficiently, effectively, and equitably delivering services that taxpayers pay for,” Mayor Walsh says. “This is the nuts and bolts of local government.”

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South Bend, Indiana, USA

South Bend Charts its Future, One Dashboard at a Time.

Project Type:
Community Engagement, Finance, High-Performing Government, Housing, Parks & Recreation, Public Safety, Technology, Transportation

2023 Gold Certification

South Bend, Indiana has been leveraging data and performance management to support its struggling utility customers. First, throughout 2021, the City closely tracked utility payment behavior to understand household vulnerability. The data work justified and contributed to the design of a post-COVD utility bill forgiveness program that impacted 4,957 households. The City also evaluated its existing, monthly Customer Assistance Program (CAP) and discovered two important things: the monthly discount program was burdensome to apply for and was dramatically undersubscribed. To solve the process problem, the City remade the program into the Utility Assistance Program and adopted best practices by shortening the application, testing it with users, and taking away document requirements. To solve the undersubscription problem, the City created a strategic performance management and outreach program called “Assistance Stat” in 2022. Assistant Stat brought together the Mayor’s Office, the Department of Innovation & Technology, neighborhood canvassers, public health workers, and librarians together to track uptake in various undersubscribed government programs and plan data-driven outreach and events.

2020 Silver Certification

Used the Hub data-site details officer recruitment efforts, breaking data down by gender, ethnicity and hiring stage, and links to more information contextualizing the dataset and explaining the overall recruiting process.

To ensure access to affordable and reliable mobility options, outcomes-based procurement strategies were applied to ensure better quality and more effective rideshare services for community employees and residents.

Committing to Data

For decades, South Bend’s national reputation has centered on “the Fighting Irish,” the famed football team of neighboring University of Notre Dame. The reality is that South Bend is far more complex and dynamic than its image as a college town implies.

The city of about 100,000 people is a former manufacturer hub reinventing its economy for the post-industrial age — something two-term mayor and former Presidential candidate Pete Buttigieg liked to note on the campaign trail. And South Bend’s government is also charting a new path for itself. It has led by example in recent years, embracing technology and data-driven practices to spark innovation, engage residents, and improve city services. These new approaches to governance started under Buttigieg and continued under Mayor James Mueller, South Bend’s former Director of Community Investment and Chief of Staff.

As Chief of Staff, Mueller oversaw the launch of a new Department of Innovation & Technology — I&T for short. Over the last four years, the department has provided support to strategic initiatives and internal departments, moving critical projects forward while championing the use of data to improve processes.

“Our Department works across a wide variety of city teams to forward data governance, transparency, process improvement, technology implementation, and analytics,” said Chief Innovation Officer Denise Linn Riedl.

Staffed to serve all city departments, I&T is the centralized office for all things data and technology in South Bend. SBStat, a citywide performance management program, is managed by I&T, along with SB Academy, the government’s internal employee training program for technical skills and leadership. But the department also directly supports things far more visible to South Bend residents — like the police department’s “Transparency Hub.”

“The City of South Bend is committed to data and technology excellence and that was codified with the creation of our Department of Innovation & Technology.”

Chief Innovation Officer Denise Linn Riedl

Boosting Police Transparency

The Hub’s central goal — to gather and share with the public valuable data and information about police operations into one accessible location — aligns perfectly with I&T’s mission. Initially launched in 2017 by I&T and the police department, the Hub features new additions and improvements each year, including a new recruitment and diversity analysis in 2019. Another highlight of the Hub is a dashboard detailing calls for services, shootings and various other crimes.

A dashboard on the police department’s Transparency Hub. Image courtesy of the City of South Bend.

South Bend policing practices came under heightened scrutiny after Eric Logan, a black resident, was fatally shot by a white officer in June 2019. A community outcry followed and national media outlets covered the story as Buttigieg returned to South Bend from the campaign trail. City residents are looking for greater accountability and transparency, and the Hub is an important part of the police department’s commitment to those values. Looking ahead, the city plans to make greater detailed data on Use of Force and include Group Violence Intervention data publicly available on the Hub. The SBPD and I&T teams are also partnering to work with city residents to make the Hub more interactive and user-friendly.

Of course, data transparency is only one step in the journey of broader reform and improvement. As the entire country has focused on reforms to policing following the death of George Floyd, the City of South Bend has worked to move forward with plans to implement multiple policing reforms, including new discipline policies for the department. The Department of Innovation & Technology spearheaded efforts to collect public input on the latest draft of disciplinary changes, as well as facilitating public feedback on budget decisions for 2021.

South Bend Police Officers, I&T, South Bend Council Members, and residents at a Feedback/UX session held to brainstorm improvements to the Police Transparency Hub in 2020. Image courtesy of the City of South Bend.

Beyond accountability and transparency, the Hub also supports the police department’s civic engagement efforts — including partnering with the Behavioral Insights Team (BIT) to recruit a more diverse officer corps reflective of South Bend’s population. The site details officer recruitment efforts, breaking data down by gender, ethnicity and hiring stage, and links to more information contextualizing the dataset and explaining the overall recruiting process. “We want people from our own backyard to join the team, but we also want people from other areas, with other experiences and ideas, to call South Bend home too,” said Ruszkowski.

Why such a focus on recruiting? The city wants potential officers — especially people of color and women — to become familiar with the application process so they can prepare for the steps in the application process where people most often stumble. As a result of this tracking, the police department has already taken action to improve the process, including reducing the number of police officers at interviews and adding new training resources and events before physical tests.

New Views on Green Space

Another data-driven project I&T has helped make reality involves parks. Aaron Perri, the Executive Director of South Bend’s Venues, Parks, and Arts (VPA) Department, wanted to maintain the city’s parks more strategically and efficiently. VPA partnered with I&T and used SB Stat to identify and track park condition metrics over time.

The result of the partnership was the Parks Health Dashboard, an internal tool which will launch publicly in 2020 and includes maintenance statistics regarding mowing, park assets, tree coverage goals, and graffiti removal. But every park’s performance isn’t measured in the same way — staff decided that parks of different sizes and with different facilities should not be benchmarked in the same way. For example, a larger destination park such as South Bend’s Potawatomi Park, should be mowed every five days, whereas a smaller neighborhood park might need mowing every two weeks. After establishing targeted benchmarks, Parks Department staff discovered they were actually over-mowing many parks.

The playground at Potawatomi Park. Image courtesy of the City of South Bend.

Using the analyzed data, the department was able to reduce the overall amount of time and money spent on mowing parks. John Martinez, VPA’s Director of Facilities and Grounds, sees the Parks Health Dashboard as a means to track consistent maintenance goals. While these daily goals seem small to most, in reality they add up to long-term savings for the City while maintaining standards for residents.

“The value and impact of maintenance is hard to quantify, because it’s largely not noticed by the public unless it’s in a state of disrepair,” said Martinez.

“The Parks Health Dashboard allows us to directly show the residents the value of our preventative maintenance programs and capture the meaningful work our employees perform in public spaces. It represents the safety inspections, planning, and intentionality we have with managing community assets.”

Director of Facilities and Grounds John Martinez

A view from the Parks Health Dashboard. Image courtesy of the City of South Bend.

Martinez has also pointed to the motivational power of data for his team. When a frontline worker sees the dashboard displayed, they see how the bars and numbers change from the beginning of their shift to the end. They can see visually how their daily work contributes to system-wide health for the City’s parks.

Beyond improving operations, morale, and transparency, the Parks Health Dashboard also revealed to staff how their work can improve equity across the city. Staff are not simply maintaining parks that receive the most 311 calls for improvements from residents, they are proactively prioritizing parks maintenance based on a comprehensive set of metrics that assess parks health. This new approach ensures parks health is applied equitably across the city regardless of how affluent a neighborhood is, as 311 data shows 311 is a resource that is more likely to be used by residents that live in affluent neighborhoods.

A Data-Driven Future

Additional improvements are planned for both the police department’s Transparency Hub and the Parks Health Dashboard — and the city is moving forward with other data-driven projects involving financial transparency, public health, and transportation access. When data showed that a lack of reliable transportation was the top barrier to employment for one-third of low-income workers in South Bend, the city acted.

I&T is expanding the Commuters Trust program, which aims to solve transportation challenges using support from a three-year grant from the Bloomberg Philanthropies Mayors Challenge. South Bend piloted the guaranteed-ride program in 2019 with three employers (including the University of Notre Dame) and more than 200 participants. Three-fourths of participants said that guaranteed transportation to and from work prevented them from missing or being late to a shift and allowed them to work more shifts. There was a 29 percent decrease in absences. To ensure access to affordable and reliable mobility options, I&T is applying outcomes-based procurement strategies, with the support from the Government Performance Lab at the Harvard Kennedy School, to ensure better quality and more effective rideshare services for community employees and residents.

The Technology Resource Center, where I&T, Commuters Trust, and the local South Bend Code School work, symbolizes South Bend’s commitment to leveraging data and technology to improve the region and lift up all residents. The 12,500 square-foot facility opened in December 2019 and provides a space where education, government and the private sector can come together to solve problems and grow tech skills, Mayor Mueller said in March. The Center is dedicated to helping everyone learn about technology and data and build an inclusive tech future for South Bend.

“We still have a lot of work to do, but I’m proud of what our team has accomplished in partnership with all city departments,” said CIO Riedl.

“Data continues to shape program design, evaluation, and transparency, but we want to take that a step further and engage residents with the City’s data and put that information in service to them. We hope the TRC and its programming can help accomplish that.”

Chief Innovation Officer Denise Linn Riedl

For updates on the data and technology-related work coming out of South Bend, you can follow the I&T team’s Medium Blog.

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Seattle, Washington, USA

Seattle: Transforming a City in Fast-Moving Transition.

Project Type:
Communications, Equity, Finance, Health & Wellness, High-Performing Government, Infrastructure

At a Glance

Initiated a data-driven approach to homelessness intervention that reoriented providers’ thinking — and their service delivery models — around the goal of ensuring any experience of homelessness in Seattle is rare, brief, and one-time.

Used a results-based contracting approach to monitor contract progress and encouraged contract managers and providers to meet regularly to review performance data.

Developed a dashboard focused on homelessness-related data from twelve departments to have better situational awareness of the homelessness crisis, in addition to how human services programs are performing.

Seattle is More than a Cup of Coffee

Fast-paced economic development is bringing plenty of high-tech jobs to Seattle and leading to spikes in household incomes, but progress isn’t being felt by everyone. It’s also contributing to a severe shortage of affordable housing and a homelessness crisis that led the City to declare a state of emergency in November 2015. This wasn’t for a lack of funding directed toward the city’s most vulnerable residents; Seattle’s budget for homeless services grew from $29 million in 2005 to $50 million in 2016 while homelessness continued to rise. Struggling to keep up, the City had to take a hard look at how it was tackling the crisis.

In response, the City launched its Pathways Home plan to shift its focus away from emergency, short-term interventions toward longer-term solutions, using data-driven decision-making to guide the way. As the City says, “Every dollar spent on emergency beds is a dollar not spent on strategies that allow people to exit homelessness.” A critical aspect of the plan was to rethink relationships with outside providers that contract with the City’s Human Services Department (HSD) to provide homelessness services, beginning with a pilot of $8.5 million worth of contracts. The pilot was carried out as part of Seattle’s engagement with What Works Cities partner the Government Performance Lab at the Harvard Kennedy School.

George, Maria, and their young son are among families that nonprofits contracted with the City have helped to move into permanent housing.

Through the pilot, providers were no longer tracking indicators like how many beds were filled or meals were distributed, but rather metrics such as how many people moved into permanent housing or became homeless again after being served, and how long they experienced homelessness. The approach reoriented providers’ thinking — and their service delivery models — around the goal of ensuring any experience of homelessness in Seattle is rare, brief, and one time. By using a results-based contracting approach, that’s what the City began holding providers accountable for too; contract managers and providers began meeting regularly to review performance data, enabling the City to troubleshoot problems in real time and spread the most effective practices.

“It’s not just about more money, although more resources is important. It’s also about thinking and how we do our work differently. How do we use data in a way that is not just compliance-driven, but helps us figure out what is working for people we’re trying to support out of crisis?”

Human Services Department Director Catherine Lester

Seattle has just expanded the pilot to $34 million in contracts awarded to bidders following the issuance of the City’s first competitive RFP for homelessness services in ten years. By keeping providers on target with performance benchmarks, the City aimed to double the number of people being moved into permanent housing by the end of 2018. Seattle is also expanding the performance-based model even further — across the entirety of HSD, which invests $105 million in contracts annually. Simultaneously, the City is developing a dashboard that will bring together homelessness-related data from twelve departments to have better situational awareness of the homelessness crisis, in addition to how human services programs are performing. Soon, real-time data will be available to staff, enabling a more coordinated, citywide approach to tackling the problem, tracking vendor performance, and more.

These efforts are part of a larger culture of data use throughout City Hall. Seattle was one of the first cities in the country to pursue open data and has a robust approach to engaging residents that goes beyond simply publishing data sets on its open data portal. The City is also advancing skills it developed with What Works Cities partner the Center for Government Excellence at Johns Hopkins University by rolling out performance management citywide. To help facilitate that process, the City’s Office of Performance is conducting twelve-week engagements with departments on a rolling basis to train staff. “Getting people the right resources — that’s what’s critical to getting the job done,” says former Organizational Performance Director Tyler Running Deer, who also worked extensively to help departments link their performance and budgeting goals. Seattle is also sharing progress toward citywide goals via its performance portal, one of several public-facing ways residents are kept informed.

After data showed that use of a former bikeshare program wasn’t offsetting its cost or meeting users’ needs, the City piloted a dockless model.

By tracking data and seeing what works, Seattle is learning important lessons about when and how to allocate funding, manage programs, or sometimes, when to shut them down. In one recent example, the City rolled out a bike share program, but data showed use wasn’t offsetting the cost and the service wasn’t meeting users’ needs. Bike docks were taking up valuable parking space, much to the dismay of local business owners. A highly-used station was located on a hilltop, so users weren’t returning the bikes, leaving the task to a truck that drove large numbers of bikes back to the dock at the end of each day. Now the City is piloting a dockless model with three different companies that are funding the program through their own revenue, and had to provide a data-collection plan before receiving permitting. Users can take the new bikes on the routes they truly travel and park them in more convenient locations. Without the temptation to concentrate docks in the highest-income areas, the hope is that bike access will also become more equitable. So far, the results seem promising, but for this city, there’s more than time that will tell — there’s also data.

Read more about Seattle’s data journey here.

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Scottsdale, Arizona, USA

From the Pony Express to AI Traffic Control: Scottsdale Drives toward the Future with Data.

Project Type:
Communications, High-Performing Government, Infrastructure, Parks & Recreation, Technology, Transportation

2023 Gold Certification Highlight:

For several years the City of Scottsdale has been tracking and monitoring short-term rental properties and complaints about them. In 2022, the Arizona Legislature passed a law allowing cities to license short-term rentals and regulate nuisance properties. The City quickly sprang into action, adopting rules requiring short-term rentals to be licensed and creating Good Neighbor Guides to educate short-term rental property owners and their neighbors about the requirements. The CIty also created a Short-Term Rental Map Tool that allows residents to view the license status and understand the impact of short-term rentals in their neighborhoods. The Map Tool draws on the City’s Data Service Standard – one of the first cities in the United States to publish one – that guides the City in developing reliable and informative data services and products for its residents and businesses.

2019 Silver Certification

Launched an open data portal that provides performance data to collective benchmarking databases, which allows cities to help each other set more informed targets and put their own progress into perspective.

Used predictive analysis to calculate yearly projected water needs, which has allowed the City to continue a 20-plus-year streak of pumping less groundwater out of its aquifers than it puts back in.

Teamed up with the Behavioral Insights Team (BIT) to identify the effectiveness of messages on utility bills through randomized control trials that led to more customers choosing eco-friendly, cost-effective options such as signing up for paperless billing.

Analyzed the effects of altering traffic signals after prior accidents to develop data-based, location-specific plans for minimizing traffic jams after future accidents.

Honoring Scottsdale’s Memory

The skies were clear blue at noon as a crowd cheered the world’s oldest official Pony Express to the end of its 200-mile journey, outside the Museum of the West, in Old Town Scottsdale. This annual delivery of 20,000 pieces of first-class mail is among the special events and other attractions that bring about 9 million visitors and around $41 million in tax revenue to this Southwestern city each year. Old Town, the City’s downtown, still grows olive trees from its first days of settlement in the late 1800s, at the same time that it has become the spring home of the San Francisco Giants and begun to emerge as a center for high-tech businesses. It’s just one manifestation of how Scottsdale, the “West’s Most Western Town,” is a city that remembers its past while steadfastly preparing for the future.

The Hashknife Pony Express comes to the end of its 200-mile journey in Old Town Scottsdale.

Adopting a Business Mindset in City Hall

Scottsdale stands out for adopting a business mindset to run a well-managed government, embracing transparency so that residents receive the information they deserve, and embedding data in decision-making to ensure the best outcomes. And the efforts are paying off — in conserving water, serving vulnerable residents, minimizing traffic jams, and beyond.

Scottsdale joined What Works Cities in June 2016 and, soon after, codified an open data policy and launched an open data portal. Scottsdale has also deepened its citywide performance management. City Manager Jim Thompson says, “When we look at data and analytics, even though we assumed something was best, when we overlay old data with new or more specific data, we may find a new way to do things.” To continuously evaluate progress is to continuously improve.

The City is publicly reporting on that progress through a public-facing performance management portal, and provides performance data to collective benchmarking databases, an effort that allows cities to help each other set more informed targets and put their own progress into perspective by comparing themselves to other similar municipalities regionally and nationally. Scottsdale has gone on to earn a 2018 Certificate of Excellence in performance management, the highest distinction, from the International City/County Management Association.

If it’s a flaw in a process that’s causing shortcomings in performance, Scottsdale has a solution for that, too: a cross-departmental team that helps colleagues from across City Hall implement process improvements. A recent project involved modernizing the website for reserving facilities like picnic areas or volleyball courts from the Parks & Recreation Department. What was once a landing page with instructions to call a landline transformed into a full-service resource for determining availability and making a booking. Use of the website increased 200 percent in the first month following the redesign. Most importantly, residents are happier, and the ability to provide better customer service is boosting morale among department employees.

Making Every Drop Count

The Scottsdale Water Department Director Brian Biesemeyer was acting City Manager when Scottsdale’s open data work got underway, so it’s no surprise that he’s pointing his team to the numbers to make sure “every drop counts,” as he aptly puts it. As a desert city, Scottsdale understands the value of water to residents and the economy.

Scottsdale’s Central Arizona Project water treatment plant on its Water Campus.

Each year, by October 1, the department must submit its water order for the following year — meaning calculations for projected water needs are already underway 14 months out. In 2018, by using predictive analytics, there was a difference of fewer than 100 million gallons (or 0.4%) between planned and actual water use. An inaccurate prediction could have required tapping into underground aquifers — a crucial reserve in this arid city — or paying for water it didn’t use. An accurate water order not only saved money; it allowed the department to continue to recharge local aquifers. In doing so, the City continued a 20-plus-year streak of pumping less groundwater out of its aquifers than it puts back in. Scottsdale was the first city in Arizona to achieve this feat — known as safe yield — and has received the Sustainable Water Utility Management Award, from the Association of Metropolitan Water Agencies, the highest industry recognition for municipal water providers. Accurate data analysis and transparency help drive better planning practices that benefit Scottsdale residents now and over the long term.

Data analysis has also saved the department nearly half a million dollars each year by tracing the need for costly meter replacements in one part of the City to a pH imbalance, now corrected, originating from the water plant serving the affected area.

Gathering BITS of Insight

Scottsdale regularly communicates with residents on everything from issuing water bills to recruiting new employees. When Scottsdale joined What Works Cities, it expressed an interest in identifying which messages resonate best with local residents. Scottsdale city staff teamed up with the Behavioral Insights Team (BIT) to determine the answer by using randomized control trials to test the effectiveness of messaging and keep tweaking them accordingly. Pretty soon, they identified messages on utility bills that led to more customers donating $1 per month to local nonprofits, or signing up for paperless billing, a more eco-friendly, cost-effective option.

After ending technical assistance with BIT, the City created a team of internal consultants — the Behavioral Insights Team Scottsdale, or BITS — to carry the work forward by helping staff in departments across City Hall apply behavioral science to their projects. The department that’s engaged most with BITS has been Human Services; they’ve identified effective messaging to recruit more volunteers for programs focused on assisting vulnerable seniors, including Beat the Heat and Adopt-a-Senior.

Most recently, they’ve focused on Adopt-a-Family, a program that recruits volunteers to provide food and gifts for income-eligible families during the holiday season. Human Services Specialist Sue Oh recalls a 2018 volunteer who received a family’s wish list, which included a request for a boy’s polo, and wanted to find out what style the child wanted.

When Oh reached out on behalf of the volunteer, she learned that the child’s mother had passed away; his grandmother was now caring for him and his siblings. Oh related this to the volunteer, who began to cry and shared that her husband had recently passed away. She said, “I know this is what I’m supposed to do,” Oh recalls, and voiced her plans to volunteer again this holiday season.

By integrating testing into communications, Scottsdale is more effectively and efficiently engaging with its residents.

The Road Ahead

Sometimes the effects of using data are quietly unfolding behind the scenes of what most residents see on a daily basis. Take the City’s Traffic Management Center, where analyzing the effects of altering traffic signals after prior accidents has informed the development of data-based, location-specific plans for minimizing traffic jams after future accidents. Now staff are turning those human-gathered insights into algorithms that will eventually allow machine learning to respond with greater precision.

There’s a lesson here: Getting from point A to point B in the best way possible is a great goal for the road — and a useful metaphor for driving progress effectively — but it always involves planning ahead. As Assistant City Manager Brent Stockwell drives back to City Hall after our visit to the Traffic Management Center, he paraphrases how a former council member once put it: “See those trees planted there? They’re there because someone in the past was thinking about the future.”

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