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Innovation & Performance Blog

Innovation & Performance Blog

Using data and design to creatively solve problems

Departments | Services | Staff Directory

Using behavioral science to improve pet licensing retention

October 2, 2018 by Richard Todd

The problem

Seattle is a city known for its love of animals, and our city government has its part to play. From Kitty Hall to sheltering lost pets, Seattle Animal Shelter provides life-saving services to animals in need across the City. To do this work, Seattle Animal Shelter relies upon revenues from the licensing of domestic pets; mandatory for dogs, cats, pigs and goats kept domestically in the City. However, even accounting for those households that leave Seattle, only around 60% of the 3,000 licenses that expire each month are renewed.

As one element of our data analytics work, we wondered whether behavioral science could help.

 

Image of a domestic cat

Meet Ellum, a licensed cat in Seattle

Our approach

With support from the Behavioural Insights Team made possible by What Works Cities, the Innovation & Performance team worked with Seattle Animal Shelter to quantify the non-renewal issue, to use behavioral science to redesign licensing renewals, and run a low-cost randomized control trial (“RCT”) to evaluate the impact of these changes.

We redesigned the standard renewal card with the benefit of behavioral science literature. We made it personal by including the name of the licensed pet, we made it compelling by highlighting the critical work of Seattle Animal Shelter, and we made it simpler to renew the license.

 

Comparison of old (left) and new (right) pet license renewal reminder cards

Comparison of old (left) and new (right) pet license renewal reminder cards

 

In order to test whether the new design had impact, we ran a trial. For two months, we randomly divided licenses due for renewal into two groups and sent the old notice to one group and the new notice to another. This random allocation helps us to be sure that any improvements that we observed with the new notice really were because of the new notice, rather than an outside factor. No new software or mailing was required, and the trial was run at zero cost to Seattle Animal Shelter.

 

The results

The trial showed that the new reminder notice would deliver real progress on a key operational issue. Analysis of trial results showed a 9% increase in renewal rates among the target group of license holders, and an 11% increase in the proportion of expiring licenses being replaced by longer-term licenses. On this basis, switching to the new design across all expiring licenses would deliver some $650,000 in future licensing revenue to Seattle Animal Shelter and help it to continue its incredibly valuable work.

 

bar chart showing selected results of trial

Comparative renewal rates: the new license format showed an increase of 5 percentage points (9%) in renewal rates

 

More broadly, we were excited to help Seattle Animal Shelter unlock insights from its existing licensing database – an exercise that had proved challenging in the past. Our data analytics work is predicated on supporting departments to get more value from existing datasets, and we were delighted to help Seattle Animal Shelter with its important mission.

 

What’s next?

Those who have pets in the city may recognize the newly designed form! More broadly, we continue to work with departments to bring behavioral science to bear on our communications and to run low-cost experiments. If you have ideas for where we could improve our communications, then let us know!

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Filed Under: Data Analytics, Innovation & Performance

Introducing Data Analytics

September 14, 2018 by Richard Todd

What is it?

Earlier this year, the newly-created Innovation & Performance reorganized its work around three service offerings for the City of Seattle:

  • Results driven management: defining, monitoring and acting upon measures of performance
  • Service innovation: redesigning services and processes for greater impact
  • Data analytics: using data to solve problems and work smarter

Of these, Data Analytics represents our newest offering; albeit a natural extension of the work done in the previous Performance and Innovation teams. But what is it? We define it as follows:

Using data to generate new insights and provide new actionable information, using these to improve all manner of city services to work smarter - delivering better outcomes with the same level of resources

A simple analytics definition

 

Put simply: analysis informing action. We are flexible in the tools that we use – from long division to machine learning – but inflexible in wanting to see positive change as a result of our work.

In pursuing this offering we have taken inspiration from cities across the country who have developed Data Analytics programs. These specialist units do not seek to replace data teams within City departments, but rather to augment and empower them on specific projects. Our position within the Mayor’s Office allows us to support emerging priority issues wherever they may be and hone our ability to deliver by bringing insights from across policy areas.

 

What types of projects do we pursue?

Building upon work done in New Orleans, in which I may have had a small hand, we source projects in Seattle using a framework that seeks to bridge the gap between data science and service innovation. We explore potential projects with reference to the change that we want to see, not the data tool that we will use.

 

Typology of major project types: A) Finding the needle in a haystack, B) Prioritizing work for impact, C) Early warning tools, D) Better, quicker decisions, E) Optimizing resource allocation, F) Experimenting for what works

A typology of analytics projects

 

What’s next?

We are working on a number of exciting data-driven projects for the City. Over the coming months we will share examples of our projects and the impact that they will have on improving services for those who live in, work in and visit Seattle. We are excited to share these with you!

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Filed Under: Data Analytics, Innovation & Performance

Harvard Civic Analytics Network: Spring Convening

May 20, 2018 by Richard Todd

 

Earlier this month I represented Seattle at the biannual convening of the Civic Analytics Network (“CAN”). The network, hosted by the Harvard Kennedy School Ash Center, is a national network of data analytics practitioners from cities and counties that work together in order to further the use of data in government services.

[Read more…]

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Filed Under: Conferences and Networks, Data Analytics

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