Dusk to Dawn: Tracking Canadian Attitudes Through the COVID-19 Pandemic

Last Updated: October 6, 2020

We are in the middle of the night.

That is the message Canadians are sending as a second wave of the coronavirus pandemic takes shape across our country.

This and other new findings are published in a new survey released by Canada 2020, Dusk to Dawn: Tracking Canadian Attitudes Towards the COVID-19 Pandemic.  

Seven months ago, as the first cases of the SARS-CoV-2 virus were reported and Canadians went into lockdown, the vast majority of the population were experiencing a health pandemic for the first time in their lives.

Now, after a hard and isolating spring, and a summer attempting a tense normalcy, case numbers are sharply on the rise in Canada’s four largest provinces, and current public health measures have been unable to stop the virus from finding a home in each province and territory.

That is why, as a second wave hits, and seven months of anxiety, frustration and confusion crest along with it, Canada 2020 and our research partners at Data Sciences wanted to gauge how Canadians are feeling: where they think we are in the pandemic, what their priorities are both now and into the future, and how they feel we can best find our way through the night.

The survey, as a snapshot in time, is revealing in its uncertainty: it tells us that Canadians are anxious, that they are unsure about the future, and that our leaders will bear a tremendous responsibility – more than they have already shouldered – in uniting a fractured public through the worst of this crisis. 

To better understand how these attitudes may evolve and change both in response to the virus and the action of our governments, Canada 2020 will be updating this survey three more times throughout the remainder of the year.

Our goal is to track these attitudes over time – both validating how Canadians are feeling as we move through a second wave, but also mapping their priorities, opinions and feedback onto better policy responses.

Alex Paterson
Executive Director
Canada 2020

Summary of Findings

Current Canadian sentiment is marked by a significant level of anxiety about the future and about the pandemic. While half the country is cautiously optimistic about the future or believes that we are through the worst of the pandemic, the other half still fear the worst is yet to come. As a reflection of this tension, most Canadians are, at best, lukewarm on the idea of wide sweeping reforms or are unsure of exactly what kind of solutions they want from government right now. 

Right now, Canada wants Canadians to come first and for our national interests and values to be put at the forefront of recovery efforts. Broad support for seemingly contradictory policy objectives, and broad uncertainty point to a need for leadership at this moment in Canadian history. Canadians are looking for the way forward, and are not sure themselves what the future will or should hold.

As we move further towards recovery though, there will be greater need for leaders to demonstrate capacity for innovation to maintain the country’s confidence, and to develop novel solutions to challenges that have been exacerbated by the pandemic. There is a general feeling that we must move forward and cannot go back; it will be up to leaders to identify the best of ourselves that we can and should take with us into the future.

Methodology

The online survey engaged a sample of 1,585 Canadians from September 9th to 13th, 2020. The sample was balanced by gender, age group and regions in Canada. Our results are weighted by age, gender and region to be highly representative of the Canadian population. The margin of error for the data presented below would be ±2%, 19 times of 20 for a probabilistic sample of the same size.

Key Results

Where are we in the night?

Opinions may differ on where we are in the pandemic crisis. Nearer to the start or the end? To measure these differences of opinions we gave respondents a landscape picture divided into different slices, each representing a certain period of time from dusk to dawn. Canadians were then asked the following question:

“Please look at the picture, which is meant to represent the COVID-19 pandemic. Dusk is the beginning of the pandemic, midnight is the worst part of the crisis and dawn is recovery from the crisis. In your opinion, where is Canada right now?”

Few Canadians feel that we are in recovery mode already – only 11% chose early or full dawn. Consistent with this, 11% also agreed or strongly agreed that the Covid-19 pandemic was being blown out of proportion. 1 in 9 Canadians think things are fine, the rest do not.

Otherwise, most Canadians (53%) feel that we are still in the darkest parts of the night. While a little over a third (36%) felt that we had turned a corner or entered the early dawn of this pandemic. As the cases begin to rise again, one wonders if the optimists will perhaps reconsider. 

Part of the divide between those who feel we are facing the worst of the crisis now versus those who believe we are well on the road to recovery may be economic. Canadians who described themselves as financially stable were 20% more likely to have said that we are ‘past midnight’ than Canadians who say they are struggling financially.

Living within the pandemic

We also tested more specific sentiments about COVID-19 that add colour to our results presented above.  

When we asked Canadians whether or not the pandemic was being blown out of proportion, 42% strongly disagreed and 20% disagreed. Only 11% strongly agreed or agreed. 

Moreover, 37% agreed or strongly agreed that they are still afraid they would contract COVID-19 (and 26% somewhat agreed). 

Very few seem to believe that social distancing measures are causing more damages to the economy compared to the damages that the virus would do (30% strongly disagreed that that is the case, and 24% disagreed; only 6% strongly agreed and 6% agreed). 

45% strongly agree that wearing a mask in public indoors spaces is necessary to slow down COVID-19, and 25% agreed that that was the case. 

In sum, our results show a population continuing to grapple a high degree of anxiety around the spread of COVID-19. Canadians are taking it – and the public health measures used to contain it – very seriously.

What is the best way through the woods?

We then asked respondents a series of questions meant to measure where they think leaders should put their focus now. From their responses, it was clear that there are two sentiments Canadians can widely agree on: It’s time to put Canada First and we need to take care of Canadians.

However, Canadians are split on what “taking care of Canadians” looks like practically speaking. Given that nearly half the country believes that we are through the worst of the crisis, it is not surprising that 24% would agree or strongly agree that it’s time to return to normal to protect the economy, and 31% would say that we need to focus on an economic recovery. However, others strongly disagree or disagree that now is the time to focus on the economy, and the vast majority find themselves in the middle on this issue.

The issues of uncertainty

We asked a series of questions to understand whether Canadians want wide-sweeping changes, austerity, or something in between. Our results mostly indicate that Canadians either are not sure what they want from the government right now. 

On questions regarding big changes to Canadian society, most Canadians have mixed feelings:

  • Q: “The government should use this moment in time to introduce big changes to Canadian society by introducing new programs and services”
    • 25% agree or strongly agree, 60% in the middle, 13% disagree or strongly disagree
  • Q: “Governments should not take on big reforms that were not in their campaign platforms.”
    • 18% agree or strongly agree, 70% in the middle, 12% disagree or strongly disagree

It is not surprising that in uncertain times, people are unsure of what they want, or at least not totally aware of what they want.

What novel initiatives should leaders put forward?

We asked respondents about their support for a number of issues, as well as potential and existing government initiatives. Results were quite mixed. 

On the one hand, Canadians understand that current spending levels seem unsustainable. An overwhelming majority are concerned about the deficit (42% Very concerned, 39% somewhat concerned). They also overwhelmingly agree that after this pandemic is over, we will need leaders to be uncompromising to get Canadian finances in order (50% agree or strongly agree, 24% somewhat agree).

On the other hand, when presented with new options for spending programs Canadians were supportive of every initiative they were asked about. They also agreed that we need to implement extensive social programs to make sure that Canadians across the country are safe and provided for (51% agree or strongly agree, 27% somewhat agree). Supporting local producers and manufacturers with a new “Shop Canadian” label, police reforms, a new deal on jobs, and caregiver support were the most popular.

When it came to working with other countries, or a Canada first policy results were similarly ambiguous: about three quarters of Canadians support both of these contradictory viewpoints.

Taken together with the above, these contradictory findings suggest Canadians aren’t sure what they want exactly. But they would be happiest to keep money close to home, support their community and to not have to pick up the cheque for the pandemic if at all possible. Long held attitudes towards international multilateralism may also be newly vulnerable to a more populist and nationalistic message.

Unity and togetherness are our best bet

Across our findings, Canadians are communicating a desire for unity and togetherness both throughout and in response to this crisis.

54% of respondents reported seeing more mutual support within their communities than before the pandemic.

Along the same lines, 56% of respondents believe that there is some good that is coming out of the pandemic that will make the world a better place.

This slice of compassion and sense of community underpins a few policy priorities – particularly in the realm of social policy – with an overwhelming 78% of respondents believing that our government will need to implement extensive social programs to make sure Canadians across the country are safe and supported.

Indeed, when asked what in their opinion is Canada’s greatest strength right now, respondents reported – unprompted – variants on the theme of togetherness: unity, working together, being strong together, community, compassion for each other, and solidarity.

Those attributes, bolstered and supported by strong leadership and coordination by our officials, points the way forward as we face a second wave of this crisis.

Download the Data Set

Questions? Feedback? Get in touch at info[at]canada2020.ca.

Insurgents: Inside a New Generation of Progressive Leadership

A note about the collection

Insurgents: Inside a New Generation of Progressive Leadership is a brand new collection of essays featuring contributions from progressive policy thinkers from Canada, New Zealand, the United States, Italy, France, Hungary and the UK.

Adeptly curated by Global Progress founder Matt BrowneInsurgents presents a unique look at our recent shared political history and profiles the progressive campaigns that found success in their commitment to a more inclusive, democratic and open world. Across the essays featured, Browne seeks out the common traits that propelled the rise of a new generation of progressive political leadership – a generation defined in large part by its opposition to growing authorianism and destructive far-right nationalism.

What I find particularly compelling about this volume is its insights beyond the sloganeering of recent progressive political victories. In passing the pen to the architects of Justin Trudeau’s, Jacinda Ardern’s or Emmanuel Macron’s campaigns, we are given a rare opportunity to observe the comparative and connective tissue that binds and defines progressive politics in the 21st century.

As Browne outlines, “purpose-driven insurgencies” are driven by authentic leadership, a commitment to unity and inclusion, and an openness to organizational innovation. This set of shared attributes is not only a helpful framework for navigating the political moment we are in, but also – and perhaps more importantly – instructional for the next generation of progressive leaders seeking to keep up the momentum.

I hope you enjoy it as much as I did.

– Alex Paterson, Executive Director, Canada 2020

Table of Contents

04 PREFACE by Neera Tanden

05 INSURGENCY WITH PURPOSE: Towards a new progressive politics by Matt Browne

06 ROTTAMATORE: The rise and fall of Matteo Renzi by Giuliano da Empoli 

07 REAL CHANGE: How an openness to new supporters built a foundation for progressive politics by Anna Gainey & Braeden Caley

08 ONWARDS: How En Marche! was set into motion by Ismael Emelien 

09 LET’S DO THIS: Purpose, Optimism and the revival of New Zealand Labour by David Talbot 

10 UNITY IN OPPOSITION: Gergely Karácsony and the Budapest model by David Dorosz 

Download Insurgents: Inside a New Generation of Progressive Leadership

Authors

Matt Browne, is a senior fellow at the Center for American Progress, where he leads the organisation’s work on populism and transatlantic relations, and is the founder of Global Progress, a network of leaders, think
tanks and strategists. Recently, Matt was co-director of the Berggruen Institute task force on the Renewal of Democracy in the Digital Age.

Giuliano da Empoli, is an Italian writer and journalist. He is the founding chairman of Volta, a think tank based in Milan. He served as Senior Advisor to Prime Minister Renzi.

Anna Gainey, served as President of the Liberal Party of Canada from 2014 to 2018, after being an active member of the party for over 15 years. She also served as a special assistant to Minister John McCallum and as NATO Policy Advisor to Minister Bill Graham – two former Canadian Defence Ministers. She is the Executive Director of the Gainey Foundation.

Braeden Caley, is Senior Director for Communications for the Liberal Party of Canada. He worked on the 2015 and 2019 elections and was elected B.C. President of the Liberal Party in 2013. He has advised a variety of Canadian progressive political leaders for 15 years, having also worked as Director of Policy and Communications to Vancouver Mayor Gregor Robertson and with a number of Liberal MPs.

Ismael Emelien, is a French political advisor and is the co-founder of En Marche!. He served as President Emmanuel Macron’s special advisor for strategy, communication, and speeches from 2017-2019. He also served as Head of Strategy for his presidential campaign, and previously worked in the French Ministry for the Economy and Finance.

David Talbot, serves as a special advisor to Prime Minister Jacinda Ardern. He previously served as Managing Director of the polling company UMR New Zealand and led its policy section. In 2014, he was the campaign manager for the NZ Labour Party.

Neera Tanden, is the president and CEO of the Center for American Progress and the CEO of the Center for American Progress Action Fund, where she focuses on how both organizations can fulfill their missions to expand opportunity for all Americans. Tanden has also served in both the Obama and Clinton administrations, and was the director of domestic policy for the Obama-Biden presidential campaign.

David Dorosz, is a Hungarian jurist, author, political strategist, campaign manager, and politician. He has served as Deputy Mayor of Budapest for Climate and Development since November 2019. Previously, he was a member of the National Assembly of Hungary from 2010 to 2014. He is a member and former COO of the Dialogue for Hungary party, and served as chairman of Gergely Karácsony’s winning campaign for Mayor of Budapest.

Adam Fiscor, is the CEO of Datadat – a software and data company that specialises in supporting political and social organisations. He previously served as chief of staff in the Prime Minister’s Office and as a cabinet minister in different Hungarian governments until 2010.

About Global Progress

Global Progress is an international network of progressive foundations, think tanks and leaders committed to the exchange of ideas, research, and best practices that help promote an economic vision for shared prosperity and an inclusive approach to politics. Over the last decade, Global Progress has convened workshops and seminars in over twenty countries across four continents — from Santiago to Sydney, Montreal and New York to Madrid and Berlin — and hosted an annual summit that brings together progressive leaders from across the globe.

What is “Open Dialogue” and is it a solution to post-fact populism? The Open Government Papers, Vol. 2

This is the second in The Open Government Papers series by Don Lenihan. To read volume one, click here.

“An important paper that convincingly sets up open dialogue as the most effective answer to populism. A must-read for policy-makers who want governments to make better decisions.” – Graham Fox, IRPP
“This is an insightful, provocative, and important contribution to the current discourse about dialogue and informed participation…” – Dr. Bruce Gilbert, President International Association for Public Participation (Canada)
“Governments need to flip the script on how we view citizen engagement… Lenihan reveals a path forward and takes an important step for open government practitioners.” – Nick Scott, Executive Director, Open Government and Innovation, Government of New Brunswick

In What is Open Dialogue?, Don Lenihan draws on a year-long discussion with governments and stakeholders across Canada to describe how they are using deliberative dialogue to promote evidence-based decision-making, transparency, and citizen engagement. Lenihan then goes on to define a new “hybrid” process he sees emerging from these activities, something he calls Informed Participation. It not only promises a new chapter in the practice of engagement, but a way to respond to the “post-fact” populism now sweeping much of Europe and North American.
This paper will interest experts and non-experts, as it provides an accessible but critical overview of current thinking and practice on engagement in Canada.
Download

The Rise of Civil Analytics: How Big Data is About to Explode Policymaking As We Know It

“In the post-fact era of mistrustful populism here is a compelling case for governments to double down on evidence, Big Data and predictive analytics. Lenihan and Pitfield argue that “civil analytics” holds the alluring promise of delivering powerful cures for today’s most wicked policy problems. It is a promise of effective, value-for- money government that everyone should welcome.”

Giles Gherson
Deputy Minister, Ontario Ministry of Economic Development + Growth Ontario
 

How Big Data is about to Explode Policymaking as We Know It is the first of a series of papers Canada 2020 will release on data and policymaking. In it, Tom Pitfield and Don Lenihan explain the shifts that will occur thanks to massive amounts of high quality data and a new capacity for data analytics. Using the right analytics tools, and involving the right leaders, could be considered an answer to the postfact politics that seem to be rising up all around us.
Civil Analytics, as Pitfield and Lenihan have defined the term, is a holistic approach to data, the tools that can be used to analyze it, and the various people who should be engaged to examine it. As agencies and individuals with various interests are included in the process of understanding the data and creating policies, they will feel a greater ownership over them, which results in easier adoption.
Pitfield and Lenihan have big things to say about history, technology and politics, and this essay should be of interest to anyone watching where policy is going and what big trends are on the horizon.
Download Paper
 

New paper details 10 Big Ideas for Canada’s innovation agenda

Innovation Project Logo - Black - EN

New Canada 2020 paper Towards an Inclusive, Innovation Canada – Volume 1 available now

February 3, 2017 (Ottawa) – Canada 2020 has released volume one of its new paper, Towards an Inclusive, Innovative Canada – a part of the Canada 2020 Innovation Project. The report provides inspiration for the government’s innovation agenda, with 10 big ideas for how to improve Canada’s innovation performance.
The full report is available here (PDF) or at innovationproject.ca.
The first volume in a new series from Canada 2020, Towards an Inclusive, Innovative Canada features contributions from Canada 2020 Senior Associate Mike Moffat as well as thought-leaders Hannah Rasmussen and David Watters.
“We know that to be competitive, Canada must innovate more — or risk being left behind,” said Mike Moffatt, Senior Associate at Canada 2020 and Director of the Lawrence Centre at Western University. “Our new Canada 2020 report does away with half-measures and offers the kind of big, bold swings that the government’s innovation agenda should be considering if we want to break from our traditionally mediocre innovation performance.”
Volume One opens a conversation about the game-changing ideas that will accelerate Canada’s innovation performance. Each idea is fully mapped out, detailing how they would work and who would be involved.  Some of the ideas include:

  • Establish a Parliamentary Coherence Officer
  • Create a set of Canada 150 Goals and Prizes
  • Push for a Canada-wide acceleration of numeracy skills
  • Reform labour markets, and create innovation accords between provinces
  • Create a financial matchmaker system to help coordinate financing and capital for startups
  • + more

Moffatt added: “Without an inclusive innovation agenda, we will see an economy that does not generate enough tax revenues to provide a quickly growing elderly population with adequate health care. We will see a growing divide between haves and have-nots as the economy fails to provide employment opportunities for all. We risk the rise of American- and British-style populism, as income growth and opportunities are limited to the well-connected, shutting out everyone from the city kid growing up in Toronto to the farm girl from Whalen Corners.”
Based on a series of roundtables, consultations and original research conducted across the country – from Halifax to Vancouver – Volume One eloquently captures Canada’s need to innovate, how to measure innovation, while also highlighting important goals we should keep in mind.
“If Canada is to become truly innovative, governments must have the courage to attempt new approaches,” said Hannah Rassmussen, one of the report’s authors and Director at Projection North. “Our hope is that these ideas will be seen as both the starting point of a larger conversation around innovation and an opportunity to think big about the ways we can make Canada a more innovative country.”
The Innovation Project is a living, evolving initiative housed at Canada 2020 with the goal of studying, debating and promoting the building blocks of what can and will make Canada more innovative country. Launched in June of 2016, Canada 2020 has hosted roundtables, consultations, and events large and small focused on Canada’s innovation agenda.
To keep up to date with Canada2020’s Innovation Project, please visit www.innovationproject.ca
For media requests, please contact alex[at]canada2020[dot]ca

Big Idea: Create a Set of “Canada 150 Goals and Prizes”

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In June, Canada 2020 launched The Innovation Project, an initiative devoted to studying Canada’s innovation agenda – the risks, the opportunities, and key factors involved in making Canada a more innovative nation.
As part of this project, we asked Mike Moffatt, Senior Associate at Canada 2020 and Director at the Lawrence Centre at Western University’s Ivey Business School and Hannah Rasmussen, Director at Projection North and Professor at Western University’s Brescia College, to consider how to foster innovative growth in Canada. 
Moffatt and the Canada 2020 team traveled to eight cities across Canada to hold roundtable discussions with key stakeholders representing sectors ripe for transformation. We are grateful for the thoughtful discussion and time these roundtable participants gave the effort. While the sectors themselves were very different, common themes emerged: talent and immigration, availability of venture capital and Canadians’ adversity to risk.
From their research and these roundtables, Moffatt and Rasmussen developed 10 Big Ideas for Canada. Canada 2020 will be releasing an idea a day on our website leading up to our 3rd Annual Canada 2020 Conference: The Innovation Agenda.
Each idea is thoughtful and detailed, and Canada 2020 hopes they will spur discussion and debate on the topic as we continue to explore innovation in Canada.   

Big Idea: Create A Set of “Canada 150 Goals” and “Canada 150 Prizes”

What is the idea?

Canada needs innovative thinking to solve some of the more difficult social and economic problems the country faces, such as:

  • A lack of safe drinking water and substandard housing on First Nations reserves.
  • A persistently large gender wage gap.
  • Growing rates of fentanyl and other opioid addiction.

To tackle these problems, we recommend the use of goals and prizes, which we have adapted from both the XPrize Foundation and the United Nations Millennium Development Goals.

Recommendation: The federal government should identify a set of measurable national goals, the Canada 150 Goals.(1)

Canada has already set some of these goals. Canada’s commitment to reduce greenhouse gas emissions by 30 per cent below 2005 levels by 2030 certainly counts as a measurable national goal,(2) as does the prime minister’s commitment to “end boil-water advisories on First Nations reserves within five years.”(3) Canada’s goals should follow the SMART criteria :(4)

  • Specific
  • Measurable
  • Achievable
  • Relevant
  • Time-based

Some of the UN Millennium Development Goals have been criticized for being unachievable or lacking measurability; the Canada 150 Goals must avoid such goals.

Recommendation: The federal government should create a set of Canada 150 Prizes, with large cash prizes for projects that will help meet these goals.

The prizes are different from the goals, but they should be related to them. One such example is Canada’s emissions goal, and the NRG COSIA Carbon XPRIZE:(5)
Goal: Reduce greenhouse gas emissions by 30 per cent below 2005 levels by 2030.
Prize: “The $20M NRG COSIA Carbon XPRIZE will challenge the world to reimagine what we can do with CO2 emissions by incentivizing and accelerating the development of technologies that convert CO2 into valuable products. These technologies have the potential to transform how the world approaches CO2 mitigation, and reduce the cost of managing CO2.”
In this way, the prizes assist Canada in achieving the final goals. Canada’s boil-water advisory goal could be matched with a prize for new water-treatment technologies, and the goal of reducing opioid addiction could be matched with a prize for treatment programs that prove to reduce addictions by a measurable amount.
These prizes would encourage investment of time and capital in finding innovative solutions to our goals and would incentivize Canadians to use their skills and imagination to solve some of the more difficult social and economic problems the country faces.

Recommendation: The federal government should ensure that Canada 150 Prize competitions are open to all Canadians.

Who will be responsible for administering the idea?

The Minister of Innovation, Science and Economic Development will be responsible for administering the Canada 150 prizes and identifying the formidable problems to be solved.

Recommendation: The federal government should hold open consultations with Canadians to determine the list of Canada 150 Goals and Canada 150 Prizes.

What mechanisms for accountability or measurement can be put in place for the idea?

One of the benefits of using a prize-based approach is that projects are only funded if they are successful, creating an automatic layer of accountability. The federal government must ensure that both the goals and the prizes have measurable criteria.

What failures is the idea trying to solve?

Regulatory Failure: A common theme that came up repeatedly in our roundtable was that governments were trying to do too much and were spreading innovation dollars around too thinly, rather than focusing on a few areas where it can realistically expect to succeed. There was a consensus that Canadian governments are too afraid to try to “pick winners,” and this aversion leads to a suboptimal use of resources. The Canada 150 Goals and Prizes are designed to “focus the mind” on a few key areas where Canada has the potential to be a world leader. By choosing specific problems to solve, we allow the government, firms and individuals to focus on developing and showcasing specific core competencies.
Risk Aversion: The Canadian government’s approach to risk aversion in the innovation sphere is to try to “de-risk” the space, by transferring risk from firms to governments. While appropriate in some circumstances, this approach does not teach Canadians how to take risks. Attaching large financial prizes to problems rewards risk-takers and creates an environment in which taking chances is more socially acceptable.
Evangelism: Canada currently has the world’s attention thanks, in part, to the international popularity of Prime Minister Justin Trudeau. By choosing specific problems to solve and by having large prizes attached to solving them, the prime minister can use his star power to highlight our innovative clusters to the world and make Canada “the place to be” for innovation.
Inequality of Opportunity: A large segment of Canada’s population is left out of government programs on innovation because they do not know how to navigate a complex regulatory environment. Using prizes that anyone can access opens up government-driven innovation to all Canadians.

What are the potential benefits of the idea and what are the costs?

Benefits: The approach of goals and prizes forces the government to focus on a few key priority areas. Furthermore, since prizes are only awarded for success, there is little financial risk for the government. If no innovation occurs, no prizes are awarded.
Costs and Risks: As with most, if not all, innovation programs, the government could end up paying for innovations that would have happened without the program. Furthermore, the government may choose the wrong areas as “winning” ones and fail to incent innovation in areas with a greater chance for success.

Will the idea increase economic inclusion and/or enhance autonomy? If so, how?

Economic Inclusion: Since many of the goals will be around assisting vulnerable populations, successful completion of these goals will lead to an improved quality of life, a lower cost of living and higher incomes for those in need.
Autonomy: We would recommend that when choosing the Canada 150 Goals, the government try to have at least one or two that would be autonomy-increasing if successful.

Footnotes
1 Canada 150 is in reference to 2017 being the 150th anniversary of Confederation.
2 Margo McDiarmid, “Canada sets carbon emissions reduction target of 30% by 2030,” CBC News, May 15, 2015.
3 “Justin Trudeau vows to end First Nations reserve boil-water advisories within 5 years,” Canadian Press, December 18, 2015.
4 Robert L. Bogue, “Use S.M.A.R.T. goals to launch management by objectives plan,” TechRepublic, April 25, 2005.
5 NRG COSIA Carbon XPRIZE, NRG COSIA Carbon XPRIZE Overview (NRG COSIA Carbon XPRIZE, 2016).

 

Big Idea: Creation of a Network of Cluster Research Centres

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In June, Canada 2020 launched The Innovation Project, an initiative devoted to studying Canada’s innovation agenda – the risks, the opportunities, and key factors involved in making Canada a more innovative nation.
As part of this project, we asked Mike Moffatt, Senior Associate at Canada 2020 and Director at the Lawrence Centre at Western University’s Ivey Business School and Hannah Rasmussen, Director at Projection North and Professor at Western University’s Brescia College, to consider how to foster innovative growth in Canada. 
Moffatt and the Canada 2020 team traveled to eight cities across Canada to hold roundtable discussions with key stakeholders representing sectors ripe for transformation. We are grateful for the thoughtful discussion and time these roundtable participants gave the effort. While the sectors themselves were very different, common themes emerged: talent and immigration, availability of venture capital and Canadians’ adversity to risk.
From their research and these roundtables, Moffatt and Rasmussen developed 10 Big Ideas for Canada. Canada 2020 will be releasing an idea a day on our website leading up to our 3rd Annual Canada 2020 Conference: The Innovation Agenda.
Each idea is thoughtful and detailed, and Canada 2020 hopes they will spur discussion and debate on the topic as we continue to explore innovation in Canada.   

Big Idea: Creation of a Network of Cluster Research Centres

What is the idea?

Clusters are beneficial because they allow for economies of scale, and access to skilled labour and innovation largely happens in geographic clusters of interrelated companies and institutions. In his 2014 report, Spencer 72 identified 230 separate geographic clusters in 21 different industries in Canada. This included a higher education cluster in Charlottetown that employed 2,066 people in 2011, the aluminum cluster in Saguenay that employed 3,687 people and the food and beverage cluster in London that employed 6,972 people. Firms in these clusters benefit from being in the same geographic region with shared local knowledge and a shared pool of talented workers.
However, there are large information gaps at the local cluster level, as clusters have very different needs and are facing very different challenges regarding innovation. Through the creation of cluster research centres, gaps in the cluster’s ecosystem will be identified, idea sharing will be increased, data will be collected and shared and regulatory failures will be identified.

Recommendation: The federal government should fund the creation of a network of cluster research centres across the country at universities within the geographic area of the cluster that would be required to provide a yearly set of deliverables to maintain their funding.

The deliverables for each cluster research centre would include the following:

Recommendation: Each cluster research centre must convene a minimum of one meeting per year with local stakeholders, including industry, academia and government, to network and share information and aid in the creation of reports and white papers on the challenges the cluster is facing.
Recommendation: Each cluster research centre must ensure they collect data, both qualitative and quantitative, about the cluster.
Recommendation: Each cluster research centre must, once per year, update (or create) a publicly available map of their local cluster ecosystem.
Recommendation: Each cluster research centre must, once per year, release a white paper with policy recommendations for governments.
Recommendation: Each cluster research centre must, once per year, report on the state of the cluster and identify possible gaps in the local ecosystem.
Recommendation: Each cluster research centre must, once per year, report on the local cluster’s best practices and those from other clusters.
Recommendation: Each cluster research centre must, once per year, report on what initiatives, if any, companies in the cluster have undertaken to increase the hiring of underrepresented groups, including women, visible minorities and Aboriginal Canadians.
Recommendation: Each cluster research centre must, once per year, report on the labour needs of the cluster, identify any skills training gaps in the sector and provide curriculum and co-operative education recommendations to universities, colleges and other educational institutions.
Recommendation: Each cluster research centre must, once per year, award up-and-coming young innovators in the local ecosystem.

Who will be responsible for administering the idea?

The development and ongoing administration of the cluster research centres will be the responsibility of the Minister of Innovation, Science and Economic Development and the universities and colleges where the centres are located. In his 2015 mandate letter to the Minister of Innovation, Science and Economic Development, the prime minister mandated the development of an Innovation Agenda that included expanding effective support for “the emerging national network for business innovation and cluster support.”73

What is the mechanisms for accountability or measurement can be put in place for the idea?

The requirement for a yearly set of deliverables to maintain funding provides accountability. Checks and balances must be put in place by the ministry to ensure the delivered materials are of acceptable quality. These deliverables will be made public to disseminate information and to ensure quality.

What failures is the idea trying to solve?

The cluster research centres are designed to address, either directly or indirectly, a wide array of market and regulatory failures that can occur in a cluster.
Thin Markets: Cluster markets are thickened by more workers and more firms. The research centres help increase the supply of labour through their recommendations to address skills training gaps,
as well as sharing of best practices to tap into historically excluded sources of labour. More firms can be created through the centres better matching start-ups with sources of capital to obtain funding. Both sides of the market can also be thickened through the advice the centers provide to governments on skills and funding gaps.
Externalities and Knowledge Spillovers: Knowledge spillovers will be created through the meetings assembled by the centre and by increasing “collisions” through the other activities of the centres.
The centres will disseminate best practices and other forms of knowledge that can be adopted by other firms.
Network Externalities and Co-ordination Failures: The cluster research centres create a geographic space for people in the cluster to meet, share ideas and develop new approaches.74
Evangelism Externalities: The cluster research centres act, in part, as a champion for the local cluster and should serve to promote the values of the cluster to other Canadians, enhancing the reputation of the cluster.
Regulatory Failure: One of the responsibilities of the centres is to address regulatory failures by providing regulators and lawmakers more local knowledge of and feedback about the cluster. A common complaint we heard from regulators in our roundtable was this: “We hear from 40 different cluster stakeholders about 40 different issues; we don’t know which problems are the most important.” Cluster research centres can provide “triage” guidance to regulators, so the most pressing priorities are addressed first.
Risk Aversion: One of the tasks of the centre is to provide awards to innovators and other successful risk takers, thereby creating role models and encouraging others to do the same.
Inequality of Opportunity: The cluster research centres will directly reduce inequality of opportunity by looking for bottlenecks that are excluding people from the local market. Additionally, these centres will look for ways promote companies that seek ways to diversify their hiring.

What are the potential benefits of the idea and what are the costs?

Benefits: These centres will help address skills shortage, and gets universities and the private sector used to working with each other. If these centres create stronger clusters, it not only benefits the workers and companies within the cluster but creates spin-off employment and prosperity in other local industries.
Costs and Risks: There is a financial cost to setting up and running these centres will cost money. Industry Canada recently funded a similar research centre at Western University with $1 million a year for five years. We estimate that each cluster research centre would cost between $500,000 and
$1 million a year to run.
Firms may resist participating in centres or may see them as a way to ensure the government enacts policies and approaches that benefit the industry but not the overall goal of the research centre. There is also the possibility of political interference with the work of the cluster research centres or in choosing which research centres get funded. The centres will need to have a level of independence to ensure this does not happen.

Footnotes
1 Office of the Prime Minister, Minister of Innovation, Science and Economic Development Mandate Letter (2015).
2 This is referred to in economics literature on co-ordination failures as a “Schelling point.”

Big Idea: Creation of Sector Specific Innovation Accords

twitter_accordsIn June, Canada 2020 launched The Innovation Project, an initiative devoted to studying Canada’s innovation agenda – the risks, the opportunities, and key factors involved in making Canada a more innovative nation.
As part of this project, we asked Mike Moffatt, Senior Associate at Canada 2020 and Director at the Lawrence Centre at Western University’s Ivey Business School and Hannah Rasmussen, Director at Projection North and Professor at Western University’s Brescia College, to consider how to foster innovative growth in Canada. 
Moffatt and the Canada 2020 team traveled to eight cities across Canada to hold roundtable discussions with key stakeholders representing sectors ripe for transformation. We are grateful for the thoughtful discussion and time these roundtable participants gave the effort. While the sectors themselves were very different, common themes emerged: talent and immigration, availability of venture capital and Canadians’ adversity to risk.
From their research and these roundtables, Moffatt and Rasmussen developed 10 Big Ideas for Canada. Canada 2020 will be releasing an idea a day on our website leading up to our 3rd Annual Canada 2020 Conference: The Innovation Agenda.
Each idea is thoughtful and detailed, and Canada 2020 hopes they will spur discussion and debate on the topic as we continue to explore innovation in Canada.   

Big Idea: Creation of Sector Specific Innovation Accords

What is the idea?

The goal for this big idea is to ensure each sector in Canada has a coherent strategy to support innovation and that the federal government supports and participates in this strategy.

Recommendation: An innovation accord for key sectors of the Canadian economy should be created. These accords would promote a new relationship with the federal government and the particular sector and would facilitate policy coherence between levels of government and across departments, convening diverse stakeholders and leveraging funding. Additionally, an innovation accord would provide priorities, goals and measurements to determine sector success in innovation that results in economic inclusion and an enhancement of autonomy.

These innovation accords will focus on outcomes and practical commitments and consider areas such as policy design, funding arrangements and strengthening innovation within the sector.
The implementation of the innovation accords will be overseen by Innovation, Science and Economic Development Canada (ISED).
Each innovation accord will:

  • Identify common objectives in an innovation strategy.
  • Developaction-orientedplansforbothpartiestotheaccord.
  • Measureprogressappropriatelyforbothpartiestotheaccord.
  • Leverage funding from all levels of government to maximize support.
  • Foster healthy competition among provinces while being flexible/asymmetrical to fit provincial innovation strengths and needs.
  • Accelerate the federal goal of driving inclusive innovation.

At a minimum, we would recommend that the following sectors work with the federal government to create innovation accords:

  • Life Sciences and Health Care
  • Arts and Culture
  • Manufacturing
  • Agri-Food
  • Finance
  • Oil and Gas

Each accord represents a public commitment to be more open, transparent, consistent and collaborative in innovation. We believe that these accords will move the government and the sector towards greater mutual understanding and provide a framework within which innovation can be developed.

Recommendation: A working group should write each innovation accord with individuals from the Government of Canada and the sector. The members should be selected to reflect a cross-section of federal government departments and the sector. To ensure that a broad range of viewpoints within the sector are heard, consultations should be held.

These innovation accords will not compel the Government of Canada or the associated sector to work together; rather, they outline the values and principles that will govern the relationship when they choose to work together.

Who will be responsible for administering the idea?

The implementation of the innovation accords will be overseen by Innovation, Science and Economic Development Canada (ISED)

What mechanisms for accountability or measurement can be put in place for the idea?

These innovation accords will focus on measurable outcomes and practical commitments and consider areas such as policy design, funding arrangements and strengthening innovation within the sector. The development of measurements and accountability mechanisms will be a part of each accord.

What failures is the idea trying to solve?

Regulatory Failure: From an innovation perspective, the overarching goal of the innovation accords is to ensure that policy objectives of both the government and the industry sectors avoid conflicting priorities as much as possible and encourage the design of policies that encourage positive conse- quences for innovation. These accords will allow stakeholders in each sector and the government to work through regulatory failures stemming from a lack of coherence.

What are the potential benefits of the idea and what are the costs?

Benefits: Coherence would be created in Canada’s overall approach to innovation within each sector. This increased coherence allows Canada to compete globally in innovation in key sectors by creating a sense of stability and attainable goals.
Costs and Risks: A risk with these innovation accords is that industries could see them as a way to ensure the government enacts policies and approaches that allow the industry to make more profits without actually creating innovations, or creating innovation that decreases economic inclusion and autonomy. These risks can be avoided if there is careful consideration in the creation of the respon- sibilities for both sides of the accord and that overall progress is measured. Another risk is that these accords are simply words on a piece of paper and never meaningfully put into practice.

Will the Idea increase economic inclusion and/or enhance autonomy? If so, how?

Economic Inclusion: Economic inclusion should be an expressed goal of each accord. The accords should contain a section on how both the government and the industry will create wealth and employment opportunities for marginalized Canadians.
Autonomy: Where possible, the accords should consider finding ways to increase the control individuals and communities have over their economic outcomes, though in most cases we anticipate there is little the accords can do to address the issue.

Big Idea: Thicken Labour Markets

twitter_jobsIn June, Canada 2020 launched The Innovation Project, an initiative devoted to studying Canada’s innovation agenda – the risks, the opportunities, and key factors involved in making Canada a more innovative nation.
As part of this project, we asked Mike Moffatt, Senior Associate at Canada 2020 and Director at the Lawrence Centre at Western University’s Ivey Business School and Hannah Rasmussen, Director at Projection North and Professor at Western University’s Brescia College, to consider how to foster innovative growth in Canada. 
Moffatt and the Canada 2020 team traveled to eight cities across Canada to hold roundtable discussions with key stakeholders representing sectors ripe for transformation. We are grateful for the thoughtful discussion and time these roundtable participants gave the effort. While the sectors themselves were very different, common themes emerged: talent and immigration, availability of venture capital and Canadians’ adversity to risk.
From their research and these roundtables, Moffatt and Rasmussen developed 10 Big Ideas for Canada. Canada 2020 will be releasing an idea a day on our website leading up to our 3rd Annual Canada 2020 Conference: The Innovation Agenda.
Each idea is thoughtful and detailed, and Canada 2020 hopes they will spur discussion and debate on the topic as we continue to explore innovation in Canada.   

Big Idea: Thicken Labour Markets

What is the idea?

In early 2015, the Mowat Centre assembled a roundtable of executives from the emerging information and communications technologies sector in London, Ont., and asked them about their bottlenecks to growth.(1) They identified attraction to and retention of talent in London as their most pressing challenge. Talented technology workers told companies they were reluctant to move to or stay in London for two reasons:

  1. There are a limited number of information and communications technologies companies in the London area, so if they ever needed to change jobs, they were concerned they would not be able to find employment quickly in the city.
  2. Whiletheycouldfindmeaningfulemploymentinthecity,they were part of a“power couple” and had concerns about their spouse’s ability to obtain a good job locally. In most cases, the spouse was highly educated and had a very specific skill set valued by only a handful of employers.

Both of these problems are ones of thin labour markets with only a handful of buyers and sellers. Thin labour markets are often self-perpetuating. A limited number of firms causes talent to migrate out of a centre, preventing new firms from emerging, causing a further erosion of talent from the market.
The “power couple” issue of both individuals having employment opportunities is a particular concern for mid-sized cities. In a seminal 2000 piece, Dora Costa and Matthew Khan examined the migration patterns of college-educated Americans between 1940 and 1990.(2) They found significant “power couple” migration to large centres (defined as cities over two million in population). In 1990, 50 percent of all dually college-educated couples lived in the cities, compared with 32 percent in 1940. Contrast this to the proportion of couples where neither had college educations, which had only modest growth in the period (from 27 percent in 1940 to 34 percent in 1990). Power-couple migration to large cities is not simply due to the college educated (regardless of their relationship status) migrating to larger centres; Costa and Kahn estimate that “coincidental couple concentration suggests that at most 35 percent of the increase in power-couple concentration in large cities is attributable to the growing urbanisation of the college educated.” Ultimately, families matter and drive location choice.
In our view, this leaves Canadian governments with two options:

  • Focus its innovation agenda on the three census metropolitan areas with more than two million people (Toronto, Montreal and Vancouver) and recognize that, as it stands, labour markets are too thin in other Canadian cities to support sustainable clusters except in unusual cases. Develop a suite of policies that addresses the issues inherent in further migration to big cities (rapidly rising real-estate prices, lack of affordable housing, traffic gridlock and overstretched transit systems) as well as the issues inherent in de-populating secondary centres (falling property values and a shrinking tax base’s inability to properly service the existing stock of infrastructure).
  • Actively work to “thicken” labour markets in mid-sized cities, which will allow for the emergence of clusters in these cities.

In our view, the government should take the second approach, while recognizing that “the big three” will continue to grow and have the challenges associated with growth.
In the global war for talent, workers will migrate to areas that give them the most career opportunities. As non-compete agreements limit career opportunities, talent will naturally migrate to jurisdictions that lack such agreements. One example is California, where non-compete clauses are invalid and unenforceable unless they fall under some very specific exemptions,(3) which is oft-cited as a major factor in the success of Silicon Valley’s technology sector.(4) Or as Bijan Sabet, a general partner at Spark Capital told Fortune, “If you’re a graduate of MIT who studied a specialty like robotics and a Massachusetts company says, ‘Come here and sign this non-compete,’ and a San Francisco company says, ‘We know this isn’t your last job — do whatever you want,’ which would you choose?” (5) Peer-reviewed studies back up this phenomenon, with Matt Marx, Jasjit Singh and Lee Fleming finding that “non-compete agreements are responsible for a “brain drain” of knowledge workers out of states that enforce such contracts to states where they are not enforceable. Importantly, this effect is felt most strongly on the margin of workers who are more collaborative and whose work is more impactful.” (6)
A 2016 study by the U.S. Department of the Treasury on the economic impact of non-compete contracts found that “the effect of maximal enforcement of non-compete contracts, relative to minimal enforcement, is five per cent at age 25 and 10 per cent at age 50.” (7) The Treasury study also found that California’s restrictions on the use of non-compete clauses both thickens labour markets and increases innovation through a process of knowledge diffusion. They find that “employee departures impose costs on their firms, but yield benefits for destination firms and act to broadly disseminate improvements in technologies and best practices. Non-compete enforcement can stifle this mobility, there by limiting the process that leads to agglomeration economies.”
While non-compete clauses are often difficult to enforce in Canada (putting us closer to the minimal enforcement end of the spectrum), no province has gone as far as California and simply banned the use in most instances.(8) We would advocate that provinces consider doing so. Explicitly banning non-compete clauses would create less uncertainty of the rights of workers, increase worker mobility and help Canada attract and retain talent. Such a ban would likely lead to higher wages in many industries, so naturally firms will raise concerns about the effect even modestly higher wages will have on their competitiveness. Given that higher wages will lead to attraction and retention of talent in Canada and incent more students into entering innovative fields, we believe it is a price worth paying. Finally, given that we are trying to create economically inclusive innovation, we see higher wages that are driven by market forces as a feature, not a detriment.

Recommendation: Canadian provinces should follow the lead of California and explicitly ban the use of non-compete agreements, to attract and retain talent.

An obvious way to address the thin-market problem is through linking mid-sized cities through intercity transit. Consider London, Ont. London’s Census Metropolitan Area (London CMA) has a population of just under 500,000, which includes the city of London, the city of St. Thomas and rural areas and towns around London. The CMA is simply too small to have a significant number of jobs in every occupation, limiting opportunities for couples that work in two different occupations. Furthermore, individuals might be hesitant to take a job in a community with a small number of companies in that same industry. A large number of companies in an industry creates an “option value” for a worker; if they need to leave their job at their existing company, there are plenty of alternatives, which should make it relatively easy to switch companies. However, if there are few local companies in their industry, then workers are “locked in” to their current employer and risk prolonged unemployment should they leave that employer. This potential for “lock in” and unemployment creates significant risk for workers considering taking a position in that community. This problem is particularly acute for ‘power couples,’ where employment options for two people have to be considered.
This thin market problem has a straightforward solution. If it is easy and inexpensive to live in one community but work in other, then the effective population of the community (and its clusters) grows. Consider all of the Census Metropolitan Areas (CMAs) and Census Agglomerations (CAs) of population sizes of 75,000 or more, within 200 kilometers of London, Ont.

Community
Population
London CMA
474,786
London CMA + &75K CMA/Cas Less Than 100km aWay
1,177,002
London CMA + &75K CMA/Cas Less Than 150km Away
2,143,227
London CMA + &75K CMA/Cas Less Than 20km Away
8,437,721

If Londoners can easily, affordably and reliably get to employment opportunities within 100 kilometres of the CMA, the effective size of London’s employment market grows to almost 1.18 million people by adding the Kitchener-Cambridge-Waterloo CMA (population 477,760), the Brantford CMA (135,501) and the Sarnia CA (89,555).(9) Make the radius 150 kilometres, and the market size nearly doubles to 2.14 million by adding the Hamilton CMA (721,053), the Guelph CMA (141,097) and the Chatham-Kent CA (104,075). Finally, a travel radius of 200 kilometres creates an effective market of more than eight million by adding the Toronto CMA (5,583,064), the St. Catharines-Niagara CMA (392,184) and the Windsor CMA (319,246).
Currently, an individual in London who wishes to take a job in one of these communities (or an individual in one of these communities who wishes to take a job in London) can only commute by car unless they have an incredibly flexible work schedule. This time by car is essentially wasted time, where the individual is away from family and cannot work because they are driving. Taking a train or a bus, on the other hand, allows individuals to complete work while they commute. Unfortunately, the earliest a Londoner can arrive at Toronto’s Union Station by train is 8:35 a.m., assuming the train is on schedule. These time limitations makes commuting by train impractical for jobs that involve morning meetings. The situation is worse for commuters taking the opposite trip, as someone living in Toronto cannot arrive in London until 9 a.m. at the earliest. On the return trip, travellers to London or Toronto must leave before 8 p.m., which makes attending dinner meetings difficult.
Increased and more reliable train service, with earlier and later options than currently offered, would significantly help thicken mid-sized markets. Given the challenges these cities are currently experiencing, we recommend this happen as soon as possible. While high-speed rail is a fantastic technology, these cities do not have 15 years or more to be connected to each other, so we recommend enhanced investments in existing transportation technologies happen as soon as possible.

Recommendation: Both the federal and provincial governments should increase their funding of intercity transit between cities, with a focus on projects that can be completed quickly and increase the availability and reliability of transit between communities.

Mid-sized and smaller markets not only have challenges moving people, but also moving data at the speeds necessary for global commerce. These challenges will only be exacerbated with the introduction of 5th Generation (5G) wireless technology. 5G will act as the backbone for everything from the Internet of things (IoT) to driverless cars. However, given large capital costs and the positive network externalities generated by 5G, without smart public policy, the market is likely to under-invest in 5G infrastructure.

Recommendation: The federal government should implement policies that will foster 5G deployment by incenting capital investment, making sufficient spectrum available at affordable fees and working with local authorities to facilitate the placement and construction of tower sites and fibre backhaul.
Recommendation: The federal government should accelerate the capital cost allowance to better reflect the rapid obsolescence of telecommunications equipment in order to spur continued re- investment in these and future generations of broadband networks.

Finally, clusters in all-sized markets could be thickened by ensuring that no Canadians are excluded from employment opportunities in clusters due to “socially determined exogenous factors, such
as gender, race or socioeconomic background, beyond an individual’s control.” (10) The first step to addressing barriers to exclusion is having better data so we can determine their root causes. These root causes could include those with the proper skills lacking employment opportunity as well as individuals being unable to obtain the skills they need, which leads us to the following two recommendations:

Recommendation: Statistics Canada should conduct a yearly employment survey of clusters, with a focus on employment levels for traditionally under-represented groups, including women, visible minorities and Aboriginal Canadians.
Recommendation: Statistics Canada should collect post-secondary education access rates by ethnic background and family income.

What mechanisms for accountability or measurement can be put in place for the idea?

No new mechanisms are needed, as this idea mostly involves governments doing more of what they already do (transit funding, data collection). Changing rules around non-compete agreements is a one-time activity.

What failures is the idea trying to solve?

Thin Markets: This proposal is explicitly designed to thicken markets, as the goal is to increase the pool of available workers for hire in fast-growing clusters.
Inequality of Opportunity: This idea increases opportunities for those who get left out of clusters, either due to geography (lack of transit) or because they belong to a traditionally under-represented group.

What are the potential benefits of the idea and what are the costs?

Benefits: Thicker, more-inclusive clusters create economic wealth and opportunities for all Canadians.
Costs and Risks: Transit is extremely expensive to build, so there is a risk that the benefits do not outweigh the costs. Statistics Canada could have difficulties collecting the needed data because of privacy concerns or budget. Finally, a lack of non-compete agreements could deter companies from supplying worker training.

Will the idea increase economic inclusion and/or enhance autonomy? If so, how?

Economic Inclusion: Allowing people to live farther from work increases their affordable housing options as they are not “forced” to purchase expensive housing if they work in an expensive city. Thickening markets in mid-sized cities will lead to spin-off job creation in those centres, which too often have seen job loss- es through automation and globalization. Finally, a focus on increasing labour market opportunities for excluded groups increases their ability to access good paying jobs.
Autonomy: Increased intercity transit increases autonomy for individuals, as it increases the number of places they can gain employment (or live). It increases their ability to stay with and see a partner who works in a different city. It provides additional opportunities for places to travel to and people to see.

Footnotes
1 Michael P. Moffatt and Rachel Parker, “We asked a group of tech executives: ‘What does it take to grow in London, Ontario?’ ” Mowat Centre (2015).
2 Dora L. Costa and Matthew E. Kahn, “Power Couples: Changes in the Locational Choice of the College Educated, 1940-1990,” Quarterly Journal of Economics (2000).
3 Horwitz & Armstrong, “Enforcing Non-Compete Clauses In California,” Horwitz & Armstrong, May 12, 2014).
4 Chris DeVore, “Silicon Valley Keeps Winning Because Non-Competes Limit Innovation,” Techcrunch, February 18, 2016.
5 Claire Zillman, “Are noncompete agreements hurting tech innovation?” Fortune, July 1, 2015.
6 Matt Marx, Jasjit Singh and Lee Fleming, “Regional disadvantage? Employee non-compete agreements and brain drain,” Research Policy (2015).
7 U.S. Department of the Treasury, Non-compete Contracts: Economic Effects and Policy (2016).
8 Jason Hanson and Sandra Cohen, “Restrictive covenants in employment contracts: Canadian approach,” Practical Law Company (2012).
9 All population data from Census metropolitan area of London, Ontario (Statistics Canada, 2011).
10 Ricardo Paes de Barros et al., Measuring Inequality of Opportunities in Latin America and the Caribbean (World Bank, 2009).