Google's Civic Information API: now connecting US users with their representatives


Jonathan Tomer, Software Engineer at Google Blog: “Many applications track and map governmental data, but few help their users identify the relevant local public officials. Too often local problems are divorced from the government institutions designed to help. Today, we’re launching new functionality in the Google Civic Information API that lets developers connect constituents to their federal, state, county and municipal elected officials—right down to the city council district.
The Civic Information API has already helped developers create apps for US elections that incorporate polling place and ballot information, from helping those affected by Superstorm Sandy find updated polling locations over SMS to learning more about local races through social networks. We want to support these developers in their work beyond elections, including everyday civic engagement.
In addition to elected representatives, the API also returns your political jurisdictions using Open Civic Data Identifiers. We worked with the Sunlight Foundation and other civic technology groups to create this new open standard to make it easier for developers to combine the Civic Information API with their datasets. For example, once you look up districts and representatives in the Civic Information API, you can match the districts up to historical election results published by Open Elections.
Developers can head over to the documentation to get started; be sure to check out the “Map Your Reps” sample application from Bow & Arrow to get a sense of what the API can do. You can also see the API in action today through new features from some of our partners, for example:

  • Change.org has implemented a new Decision Makers feature which allows users to direct a petition to their elected representative and lists that petition publicly on the representative’s profile page. As a result, the leader has better insight into the issues being discussed in their district, and a new channel to respond to constituents.
  • PopVox helps users share their opinions on bills with their Congressional Representatives in a meaningful format. PopVox uses the API to connect the user to the correct Congressional District. Because PopVox verifies that users are real constituents, the opinions shared with elected officials have more impact on the political process.

Over time, we will expand beyond US elected representatives and elections to other data types and places. We can’t grow without your help. As you use the API, please visit our Developer Forum to share your experiences and tell us how we can help you build the next generation of civic apps and services.”

Why We Engage: How Theories of Human Behavior Contribute to Our Understanding of Civic Engagement in a Digital Era


New paper by Gordon, Eric and Baldwin-Philippi, Jessica and Balestra, Martina: “…Just as the rapidly evolving landscape of connectivity and communications technology is transforming the individual’s experience of the social sphere, what it means to participate in civic life is also changing, both in how people do it and how it is measured. Civic engagement includes all the ways in which individuals attend to the concerns of public life, how one learns about and participates in all of the issues and contexts beyond one’s immediate private or intimate sphere. New technologies and corresponding social practices, from social media to mobile reporting, are providing different ways to record, share, and amplify that attentiveness. Media objects or tools that impact civic life can be understood within two broad types: those designed specifically with the purpose of community engagement in mind (for instance, a digital game for local planning or an app to give feedback to city council) or generic tools that are subsequently appropriated for engaging a community (such as Twitter or Facebook’s role in the Arab Spring or London riots). Moreover, these tools can mediate any number of relationships between or among citizens, local organizations, or government institutions. Digitally mediated civic engagement runs the gamut of phenomena from organizing physical protests using social media (e.g., Occupy), to using digital tools to hack institutions (e.g., Anonymous), to using city-produced mobile applications to access and coproduce government services, to using digital platforms for deliberating. Rather than try to identify what civic media tools look like in the midst of such an array of possibilities (by focusing on in depth examples or case studies), going forward we will instead focus on how digital tools expand the context of civic life and motivations for engagement, and what participating in civic life looks like in a digital era.
We present this literature review as a means of exploring the intersection of theories of human behavior with the motivations for and benefits of engaging in civic life. We bring together literature from behavioral economics, sociology, psychology and communication studies to reveal how civic actors, institutions, and decision-making processes have been traditionally understood, and how emerging media tools and practices are forcing their reconsideration.

Four critiques of open data initiatives


Blog by Rob Kitchin: “The arguments concerning the benefits of open data are now reasonably well established and include contentions that open data lead to increased transparency and accountability with respect to public bodies and services; increases the efficiency and productivity of agencies and enhances their governance; promotes public participation in decision making and social innovation; and fosters economic innovation and job and wealth creation (Pollock 2006; Huijboom and Van der Broek 2011; Janssen 2012; Yiu 2012).
What is less well examined are the potential problems affecting, and negative consequences of, open data initiatives.  Consequently, as a provocation for Wednesday’s (Nov 13th, 4-6pm) Programmable City open data event I thought it might be useful to outline four critiques of open data, each of which deserves and demands critical attention: open data lacks a sustainable financial model; promotes a politics of the benign and empowers the empowered; lacks utility and usability; and facilitates the neoliberalisation and marketisation of public services.  These critiques do not suggest abandoning the move towards opening data, but contend that open data initiatives need to be much more mindful of what data are being made open, how data are made available, how they are being used, and how they are being funded.”

Citizen participation in municipal budgeting: Origins, practices, impact


Leighton Walter Kille: “Citizen participation in governance is generally limited to the ballot box in the United States: If you don’t like what the last year’s crop of politicians is up to, throw them out of office next year. Residents almost never have a say on budget decisions beyond holding protests at press conferences or picketing city hall. Appointed community boards are found in New York and other municipalities, but their roles are strictly advisory. Still, more participation can lead to greater perceptions of procedural fairness and support for government, some research has shown.

For residents of other countries, more options exist. A practice known as “participatory budgeting” (PB) allows citizens to determine how some government funds are used. As detailed in a 2010 study by political scientist Yves Sintomer of the University of Paris and others, “Learning from the South: Participatory Budgeting Worldwide,” it was first developed in Porto Alegre, Brazil, in the late 1980s. Residents took part in local and citywide assemblies to help establish spending priorities for a select portion of the city’s spending budget. Larger issues such as taxation, debt service and pensions were specifically excluded. (A 2003 study from the Inter-American Development Bank and Harvard University goes deep into the specifics of the Brazilian experience.)
Since this beginning, participatory budgeting has spread to hundreds of other cities around the world, Sintomer and his team state: “There are between 511 and 920 participatory budgets in Latin America: more than the half of the participatory budgets in the world, where we can count between 795 and 1,469 experiences.” The range of numbers is an indication of how widely definition of participatory budgeting varies. Interest in the United States has been growing, with a number of New York council districts using the technique, as well as Chicago and Vallejo, California.
A 2013 paper in the International Journal of Urban and Regional Research, “The Struggle for a Voice: Tensions between Associations and Citizens in Participatory Budgeting,” notes that “the heterogeneous nature of the existing experiments calls into question even the possibility of defining [participatory budgeting].” Similarly, in a 2012 issue of the Journal of Public Deliberation dedicated to the issue, the authors note that “there is no standardized set of ‘best practices’ that governments are adopting, but there are a broader set of principles that are adapted by local governments to meet local circumstances.” Writing in the issue, Brian Wampler of Boise State University, states that there are four main principles: active citizen participation; increased citizen authority; improved governmental transparency; and reallocation of resources to improve social justice.
A 2013 study in the American Review of Public Administration, “Citizen Input in the Budget Process: When Does It Matter Most?” examines the impact of public participation on organizational effectiveness. The researchers, Hai (David) Guo and Milena I. Neshkova of Florida International University, used survey data from state departments of transportation to examine the effectiveness of citizen input at four different stages of the budgeting process: information sharing, budget discussion, budget decision and program assessment.
The findings of the study include:

  • Citizen participation is positively correlated with higher organizational performance. “In general if a state DOT adopts more citizen input strategies in the budget process, it achieves better outcomes. In other words, other things held equal, more citizen participation in the budget process is associated with fewer poor-quality roads and less fatalities on state highways.”
  • In terms of road condition, citizen participation makes a difference at all but the budget discussion stage.
  • Overall, citizen input matters most at the information-sharing and program-assessment stages. Consequently, “public managers should seek public input at these stages not only because it is normatively desirable but also for the very practical reasons of achieving better performance. When conveyed at the information-sharing stage, citizens’ preferences can be taken into account by decision makers and incorporated into the budget priorities.”

Transparency 2.0: The Fundamentals of Online Open Government


White Paper by Granicus: “Open government is about building transparency, trust, and engagement with the public. Today, with 80% of the North American public on the Internet, it is becoming increasingly clear that building open government starts online. Transparency 2.0 not only provides public information, but also develops civic engagement, opens the decision-making process online, and takes advantage of today’s technology trends.
Citizen ideation & feedback. While open data comprised much of what online transparency used to be, today, government agencies have expanded openness to include public records, legislative data, decision-making workflow, and citizen ideation and feedback.
This paper outlines the principles of Transparency 2.0, the fundamentals and best practices for creating the most advanced and comprehensive online open government that over a thousand state, federal, and local government agencies are now using to reduce information requests, create engagement, and improve efficiency.”

13 ways to unlock the potential of open government


The Guardian: “Nine experts offer their thoughts on making open data initiatives work for all citizens…
Tiago Peixoto, open government specialist, The World Bank, Washington DC, US. @participatory
Open data is an enabler – not a guarantee – of good participation: Participation implies creating legitimate channels of communication between citizens and governments, and opening up data does not create that channel. We need to consider which structures enable us to know about citizens’ needs and preferences.
Both governments and civil society are responsible for connecting governments to the people: If we assume institutional or regulatory reforms are needed, then clearly governments (at both the legislative and executive level) should take a big part of the responsibility. After that, it is civil society’s role (and individual citizens) to further promote and strengthen those institutions….
Ben Taylor, open data consultant, Twaweza, UK and Tanzania. @mtega
We need to put people before data: The OGP Summit raised some interesting questions on open data and open government in developing countries. In a particular session discussing how to harness data to drive citizens engagement, the consensus was that this was the wrong way around. It should instead be reversed, putting the real, everyday needs of citizens first, and then asking how can we use data to help meet these.
Open government is not all about technology: Often people assume that open government means technology, but I think that’s wrong. For me, open government is a simple idea: it’s about making the nuts and bolts of how government works visible to citizens. Even open data isn’t always just about technology, for example postings on noticeboards and in newspapers are also valuable. Technology has a lot to offer, but it has limitations as well…
Juan M Casanueva, director, SocialTIC, Mexico City, Mexico. @jm_casanueva
Closed working cultures stifle open government initiatives: It is interesting to think about why governments struggle to open up. While closed systems tend to foster corruption and other perverse practices, most government officials also follow a pre-established closed culture that has become ingrained in their working practices. There are sometimes few incentives and high risks for government officials that want to make career in the public service and some also lack capacities to handle technology and citizen involvement. It is very interesting to see government officials that overcome these challenges actually benefiting politically for doing innovative citizen-centered actions. Unfortunately, that is too much of a risk at higher levels of government.
NGOs in Mexico are leading the way with access to information and citizen involvement: Sonora Ciudana recently opened the state’s health payroll and approached the public staff so that they could compare what they earn with the state expense reports. Pacto por Juarez has created grassroots transparency and accountability schools and even have a bus tour that goes around the city explaining the city’s budget and how it is being spent….”

How to Promote Civic Engagement in Public Issues


Utne:  “With collaborative consumption, access is valued above ownership and “mine” becomes “ours,” allowing everyone’s needs to be met with minimal waste. Sharing is Good (New Society Publishers, 2013) by Beth Buczynski is your roadmap to this new and exciting economic paradigm. In this excerpt from chapter six, “What to Share,” learn how to create civic engagement in your community and find solutions to public issues.
“Participatory government is the idea that all members of a population should be able to make meaningful contributions to decision-making. For too long, we’ve been content to vote, or not, hoping that elected officials will actually keep their promise to act in the best interest of the people. The power of the Internet now makes it much easier for all levels of government to become transparent, sharing data and engaging the public in a dialogue that leads to more creative and efficient solutions. Here are a few resources that promote civic engagement in one’s own governance.
Neighborland—People who live and work in a neighborhood know what services, infrastructure, and businesses their community needs, whether it’s a local grocery store, cafe with WiFi, bike lanes, or a recreational center. Neighborland offers residents a friendly and engaging tool to voice their needs and connect with like-minded people to make change happen.
ParticipatoryBudgeting—The Participatory Budgeting Project (PBP) is a non-profit organization that helps communities decide how to spend public money, primarily in the United States and Canada. This organization works directly with governments and non-profits to develop participatory budgeting processes in which local people directly decide how to spend part of a public budget. It’s their goal to include those who are normally left out of these types of discussions and decisions, namely the public! PBP offers many different opportunities for participation, from joining or starting a participatory budget movement in your own town, to volunteering, jobs, and internships. This isn’t a typical collaborative consumption service, but rather an invaluable resource for people who would like to see more transparency and community involvement when local government spends public monies.
OpenGovernment—A free, open-source public resource website for government transparency and civic engagement at the state and local levels. The site is a non-partisan joint project of two 501(c)3 non-profit organizations: the Participatory Politics Foundation and the Sunlight Foundation; OpenGovernment is independent from any government entity, candidate, or political party. The ultimate mission of OpenGovernment is to ensure that all three branches (executive, legislative, and judicial) at every level of US government (federal, state, city, local) comply with the principles of open government data.
YourView—YourView aspires to give Australians a stronger democratic voice. It has the unique ambition to present what people really think about major public issues—and giving that collective wisdom a role in the national political discourse.”

Selected Readings on Crowdsourcing Opinions and Ideas


The Living Library’s Selected Readings series seeks to build a knowledge base on innovative approaches for improving the effectiveness and legitimacy of governance. This curated and annotated collection of recommended works on the topic of crowdsourcing was originally published in 2013.

As technological advances give individuals greater ability to share their opinions and ideas with the world, citizens are increasingly expecting government to consult with them and factor their input into the policy-making process. Moving away from the representative democracy system created in a less connected time, e-petitions; participatory budgeting (PB), a collaborative, community-based system for budget allocation; open innovation initiatives; and Liquid Democracy, a hybrid of direct and indirect democracy, are allowing citizens to make their voices heard between trips to the ballot box.

Selected Reading List (in alphabetical order)

Annotated Selected Reading List (in alphabetical order)

Bergmann, Eirikur. “Reconstituting Iceland – Constitutional Reform Caught in a New Critical Order in the Wake of Crisis.” in Academia.edu, (presented at the Political Legitimacy and the Paradox of Regulation, Leiden University, 2013). http://bit.ly/1aaTVYP.
  •  This paper explores the tumultuous history of Iceland’s “Crowdsourced Constitution.” The since-abandoned document was built upon three principles: distribution of power, transparency and responsibility.
  •  Even prior to the draft being dismantled through political processes, Bergmann argues that an overenthusiastic public viewed the constitution as a stronger example of citizen participation than it really was: “Perhaps with the delusion of distance the international media was branding the production as the world’s first ‘crowdsourced’ constitution, drafted by the interested public in clear view for the world to follow…This was however never a realistic description of the drafting. Despite this extraordinary open access, the Council was not able to systematically plough through all the extensive input as [it] only had four months to complete the task.”
  • Bergmann’s paper illustrates the transition Iceland’s constitution has undertaken in recent years: moving form a paradigmatic example of crowdsourcing opinions to a demonstration of the challenges inherent in bringing more voices into a realm dominated by bureaucracy and political concerns.
Gassmann, Oliver, Ellen Enkel, and Henry Chesbrough. “The Future of Open Innovation.” R&D Management 40, no. 3 (2010): 213– 221. http://bit.ly/1bk4YeN.
  • In this paper – an introduction to a special issue on the topic – Gassmann, Enkel and Chesbrough discuss the evolving trends in open innovation. They define the concept, referencing previous work by Chesbrough et al., as “…the purposive inflows and outflows of knowledge to accelerate internal innovation, and expand the markets for external use of innovation, respectively.”
  • In addition to examining the existing literature for the field, the authors identify nine trends that they believe will define the future of open innovation for businesses, many of which can also be applied to governing insitutions:
    • Industry penetration: from pioneers to mainstream
    • R&D intensity: from high to low tech
    • Size: from large firms to SMEs
    • Processes: from stage gate to probe-and-learn
    • Structure: from standalone to alliances
    • Universities: from ivory towers to knowledge brokers  Processes: from amateurs to professionals
    • Content: from products to services
    • Intellectual property: from protection to a tradable good
Gilman, Hollie Russon. “The Participatory Turn: Participatory Budgeting Comes to America.” Harvard University, 2012. https://bit.ly/2BhaeVv.
  •  In this dissertation, Gilman argues that participatory budgeting (PB) produces better outcomes than the status quo budget process in New York, while also transforming how those who participate understand themselves as citizens, constituents, Council members, civil society leaders and community stakeholders.
  • The dissertation also highlights challenges to participation drawing from experience and lessons learned from PB’s inception in Porto Alege, Brazil in 1989. While recognizing a diversity of challenges, Gilman ultimately argues that, “PB provides a viable and informative democratic innovation for strengthening civic engagement within the United States that can be streamlined and adopted to scale.”
Kasdan, Alexa, and Cattell, Lindsay. “New Report on NYC Participatory Budgeting.” Practical Visionaries. Accessed October 21, 2013. https://bit.ly/2Ek8bTu.
  • This research and evaluation report is the result of surveys, in-depth interviews and observations collected at key points during the 2011 participatory budgeting (PB) process in New York City, in which “[o]ver 2,000 community members were the ones to propose capital project ideas in neighborhood assemblies and town hall meetings.”
  • The PBNYC project progressed through six main steps:
    •  First Round of Neighborhood Assemblies
    • Delegate Orientations
    • Delegate Meetings
    • Second Round of Neighborhood Assemblies
    • Voting
    • Evaluation, Implementation & Monitoring
  •  The authors also discuss the varied roles and responsibilities for the divers stakeholders involved in the process:
    • Community Stakeholders
    • Budget Delegates
    • District Committees
    • City-wide Steering Committee  Council Member Offices
Masser, Kai. “Participatory Budgeting as Its Critics See It.” Burgerhaushalt, April 30, 2013. http://bit.ly/1dppSxW.
  • This report is a critique of the participatory budgeting (PB) process, focusing on lessons learned from the outcomes of a pilot initiative in Germany.
  • The reports focuses on three main criticisms leveled against PB:
    • Participatory Budgeting can be a time consuming process that is barely comprehensive to the people it seeks to engage, as a result there is need for information about the budget, and a strong willingness to participate in preparing it.
    • Differences in the social structure of the participants inevitably affect the outcome – the process must be designed to avoid low participation or over-representation of one group.
    • PB cannot be sustained over a prolonged period and should therefore focus on one aspect of the budgeting process. The article points to outcomes that show that citizens may find it considerably more attractive to make proposals on how to spend money than on how to save it, which may not always result in the best outcomes.
OECD. “Citizens as Partners: Information, Consultation and Public Participation in Policy-making.” The IT Law Wiki. http://bit.ly/1aIGquc.
  • This OECD policy report features discussion on the concept of crowdsourcing as a new form or representation and public participation in OECD countries, with the understanding that it creates avenues for citizens to participate in public policy-making within the overall framework of representative democracy.
  • The report provides a wealth of comparative information on measures adopted in OECD countries to strengthen citizens’ access to information, to enhance consultation and encourage their active participation in policy-making.

Tchorbadjiiski, Angel. “Liquid Democracy.” Rheinisch-Westf alische Technische Hochschule Aachen Informatik 4 ComSy, 2012. http://bit.ly/1eOsbIH.

  • This thesis presents discusses how Liquid Democracy (LD) makes it for citizens participating in an election to “either take part directly or delegate [their] own voting rights to a representative/expert. This way the voters are not limited to taking one decision for legislative period as opposed to indirect (representative) democracy, but are able to actively and continuously take part in the decision-making process.”
  • Tchorbadjiiski argues that, “LD provides great flexibility. You do not have to decide yourself on the program of a political party, which only suits some aspects of your opinion.” Through LD, “all voters can choose between direct and indirect democracy creating a hybrid government form suiting their own views.”
  • In addition to describing the potential benefits of Liquid Democracy, Tchorbadjiiski focuses on the challenge of maintaining privacy and security in such a system. He proposes a platform that “allows for secure and anonymous voting in such a way that it is not possible, even for the system operator, to find out the identity of a voter or to prevent certain voters (for example minority groups) from casting a ballot.”

Mexico City Open Database Improves Transit Efficiency, Helps Commuters


The World Bank: “Mexico City residents make 32 million vehicle trips a day, of which over 20 million are via public transport. These use 12 subway lines, four rapid transit lines, eight trolleybus and light rail lines, a suburban rail line, a hundred formal bus routes and over 1,400 “colectivo” minibus routes, along 260 public bike stations. Since the 1970s, five separate agencies have supervised this network, grouped under SETRAVI, Mexico City’s public transit authority. And although each agency has made attempts to collect and store data on passenger counts, route licenses, travel times, and stop locations, these data have never been assembled in one place….

In November 2012, the Bank’s Latin America and Caribbean Transport Unit—with support from the Energy Sector Management Assistance Program (ESMAP)—began providing SETRAVI with technical assistance to develop a new digital platform to collect and manage urban transport data.  This new system is built to the General Transit Feed Specification (GTFS), the de facto standard for cities in recording transit data.
GTFS, created in 2005 by Google and the US city of Portland, Oregon., is an open standard that can be shared and used by anyone. It enables the collection, storage, publication and updating of information on transit routes, times, stops and other important public transport data.
Representatives from each transit agency were enrolled by SETRAVI to crisscross the capital, using TransitWand, an open-source app on their mobile phones, to collect real-time data such as routes, speed, location of bus stops and frequency of train departures.  The data collected were then fed into a data management portal and converted into GTFS.
Despite its simplicity and ease of use, there was one major hurdle to adapting GTFS for Mexico City. The standard was too rigid to incorporate data related to non-scheduled services such as the thousands of colectivo minibuses traversing the city.  As such, another objective of the World Bank scheme was to pilot a “GTFS-Lite” specification that could measure forms of transport that operated with flexible routes and stopping points.
With “GTFS-lite”, Mexico City’s urban planners have access to comparable data on minibuses. This helps them visualize route configurations to determine where best to add or eliminate services, how to plan for integration with more structured transit services, regulate and improve service, and plan for the longer-term future.
Mexico City’s GTFS data have been made public, so that third party software developers can use them to innovate and create applications—such as trip planners and timetable publishers—that can be used on smartphones and other devices.
The GTFS feed for Mexico City will also help the city’s transit agencies develop practical open tools. For example, a real-time tracking tool that informs users of disruptions in the system and provides route change options has already been developed with World Bank assistance…”

Index: Trust in Institutions


The Living Library Index – inspired by the Harper’s Index – provides important statistics and highlights global trends in governance innovation. This installment focuses on trust in institutions and was originally published in 2013.

Trust in Government

  • How many of the global public feel that their governments listen to them: 17%
  • How much of the global population trusts in institutions: almost half 
  • The number of Americans who trust institutions: less than half
  • How many people globally believe that business leaders and government officials will tell the truth when confronted with a difficult issue: Less than one-fifth
  • The average level of confidence amongst citizens in 25 OECD countries:
    • In national government: 40%, down from 45% in 2007
    • In financial institutions: 43%
    • In public services such as local police and healthcare: 72% and 71% respectively

Executive Government

  • How many Americans trust the government in Washington to do what is right “just about always or most of the time” in September 2013: 19%
  • Those who trust the “men and women … who either hold or are running for public office”: 46%
  • Number of Americans who express a great deal or fair amount of trust in:
    • Local government: 71%
    • State government: 62%
    • Federal government: 52%
  • How many Americans trust in the ability of “the American people” to make judgments about political issues facing the country:  61%, declining every year since 2009
  • Those who have trust and confidence in the federal government’s ability to handle international problems: 49%
  • Number of Americans who feel “angry” at the federal government: 3 in 10, all-time high since first surveyed in 1997

Congress

  • Percentage of Americans who say “the political system can work fine, it’s the members of Congress that are the problem” in October 2013: 58%
  • Following the government shutdown, number of Americans who stated that Congress would work better if nearly every member was replaced next year: nearly half
  • Those who think that even an entire overhaul of Congress would not make much difference: 4 in 10 
  • Those who think that “most members of Congress have good intentions, it’s the political system that is broken” in October 2013: 32%

Trust in Media

  • Global trust in media (traditional, social, hybrid, owned, online search): 57% and rising
  • The percentage of Americans who say they have “a great deal or fair amount of trust and confidence in the mass media”: 44% – the lowest level since first surveyed in 1997
  • How many Americans see the mass media as too liberal: 46%
    • As too conservative: 13%
    • As “just about right”: 37%
  • The number of Americans who see the press as fulfilling the role of political watchdog and believe press criticism of political leaders keeps them from doing things that should not be done: 68%
  • The proportion of Americans who have “only a little/not at all” level of trust in Facebook to protect privacy and personal information: three in four
    • In Google: 68%
    • In their cell phone provider: 63%

Trust in Industry

  • Global trust in business: 58%
  • How much of the global public trusts financial institutions: 50%
  • Proportion of the global public who consider themselves informed about the banking scandals: more than half
  • Of those, how many Americans report they now trust banks less: almost half
  • Number of respondents globally who say they trust tech companies to do what’s right: 77%, most trusted industry
  • Number of consumers across eight markets who were “confident” or “somewhat confident” that the tech sector can provide long-term solutions to meet the world’s toughest challenges: 76%

Sources