VisWeek: Graphics and Infographics

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Jon Schwabish

Slides from my recent talk at the Visweek conference in Seattle, WA.

Design

Graphics, Infographics, and
Data Visualization:
An Economist’s Call for
Better Visuals
Jonathan A. Schwabish
Congressional Budget Office
jschwabi@yahoo.com
@jschwabish
October 2012

The views expressed in this presentation are those of the author and should
not be interpreted as those of the Congressional Budget Office.

Graphics produced by
economists, policy and budget
analysts, government agencies…
can be better

Klerman and Danielson, Journal of Policy Analysis and Management, 2011

Bailey, American Economic Journal: Applied Economics, 2012

Chinn 2011, LaFollette School WP No. 2012-006

Sala, Soderstrom, and Trigara, NBER WP No. 18434, 2012

Hanson, Journal of Economic Perspectives, Spring 2012

Gokhale, Social Security: A Fresh Look at Policy Alternatives, 2010

Modrek and Cullen, 14th Annual Joint Conference of the
Retirement Research Consortium

Sum = 98% Sum = 100%
Social Security Administration

Holden and Fontes, Journal of Women, Politics, & Policy, 2009

CBO’s Infographic Demographic

• Member of Congress
Wants to get specific information on a topic,
a broad overview, quick facts, or bullet points.

• Congressional Staffer
Wants to get data quickly. Might be briefing
Member on topics outside usual areas of
responsibility.

CBO’s Infographics:
Bring the most important
information to the top

Understanding the Fiscal Cliff

75 pages 10 pages

The purpose of visualization
is insight, not pictures
-Card, Mackinlay and Shneiderman (1999)

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OneHE ‘Mindsets’ – June 2019 – Webinar Citizens’ approaches to evaluating political ‘facts’ in the fake news era by Rita Marcella and Graeme Baxter Abstract Recent years have seen significant public discourse surrounding the concepts of ‘post-truth politics’, ‘fake news’, and ‘alternative facts’ online, with much of it focusing on ‘Brexit’ or Donald Trump’s election campaign and presidency. This webinar will reflect upon recent research into fact response, fact checking, and the journey of the political fact. This research, conducted during the 2017 UK General Election campaign, consisted of two interrelated studies: 1) an online survey of the general public (n = 538); and 2) a series of 23 electronically-assisted interviews with citizens in North-East Scotland. Both studies explored the tactics and heuristics used in evaluating the credibility of ‘facts’ presented online by Scottish political actors.

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12/23/2017 Academic OneFile - Document - Outsourcing blame: the president's economic policy http://go.galegroup.com.libraryresources.columbiasouthern.edu/ps/retrieve.do?tabID=T002&resultListType=RESULT_LIST&searchResultsType=Single… 1/2 Outsourcing blame: the president's economic policy E.J. Dionne, Jr. Commonweal. 131.6 (Mar. 26, 2004): p8. Copyright: COPYRIGHT 2004 Commonweal Foundation http://www.cweal.org/ Full Text: Ohio's unemployment rate is higher than the national average; manufacturing communities like Youngstown and Cleveland have been hit especially hard.... I know there are workers here concerned about their jobs going overseas. I share that concern.... There are those with good jobs who worry about their health care and their retirement benefits. There are a lot of moms and dads who wonder whether or not their child will be able to find a job in the community in which they were raised. Those words are not an excerpt from an old John Edwards speech about the "Two Americas," or a John Kerry speech lashing the Bush economy. They are President George W. Bush's own, given on March 10 in Cleveland. They are the admissions of a man who knows he is in a desperate race to redefine how Americans see this election-year economy. The first two months of 2004 will be remembered as the moment when Americans shifted their view of Bush's economic stewardship. The politicians' private polls and the public polls tell the same story: Americans who began to have faith in the economic recovery a few months ago are now losing it. This puts the president in the tricky position of having to do many things at once. He needs to make clear he understands that people are hurting. He needs to offload blame. He needs to persuade voters that things can only get better--and that his opponents will only make things worse. The Cleveland speech was important because it provided the template for the political strategy that Bush will have to pursue as long as Americans feel blue about jobs and money. Bush needs to insist that sluggish job creation does not prove that his tax policies failed. So he argued, first, that he inherited a recession, noting that manufacturing jobs started to decline in August 2000, that is, during the last administration. Second, 9/11 was "a serious blow to our economy" and "the enemy hurt us." Third, the financial scandals "hurt the economy as well." Besides, Bush added, "this is a time of transition, it's a time of change. And if you're one going through transition, it's not an easy experience." In other words, don't blame Bush for your problems. Blame Bill Clinton, Osama bin Laden, Enron, and, yes, "transition." And whatever you do, don't vote for his opponent who will return the country to the "old policy of tax-and-spend" and "economic isolationism." This is not the argument Bush hoped to be making now. "Morning in America" is an easier sell. "See, my policies worked!" is an easier sound bite. The public, however, wouldn't buy ...

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Case Study Project Part I: Declared Jurisdiction Template Statement of Action Research Intent The (Memphis Shelby County, Tennessee United States) will be examined to determine the current status of economic development. The resources for this study initially will come from public administrator generated information. The data will be assessed using S.W.O. T. Analysis. “Smart” Action Research will then be conducted to determine what specific economic development strategies may be employed to address areas of concern required for enhancing economic development prospects in the above jurisdiction. Using published scholarly resources and pertinent analytics, the action research efforts will turn to identifying options available to decision makers. This action research will result in a final report that provides both the criteria by which economic developments strategies may be weighed and a discussion of recommended actions, each uniquely assembled to improve the economic prospects for (Memphis Shelby County, Tennessee United States). PADM 530 Case Study Project Part 2: Economic Development Analysis and Proposal Instructions You will submit an Economic Development Analysis and Proposal Plan, consisting of 15-20 pages, not including the title page, abstract, or reference page. In order to complete this assignment, you must choose a specific locale that you want to use for your case study. You may wish to select the community in which you currently live or a hometown as the focus of this report. A case must be a “bounded system” with definable parameters (Stake, 1995). Thus, you must choose a locale that you can define and limit. For example, you should not use New York City. Its size is far beyond what you will be able to accomplish in this course. Likewise, you would not want to choose Huston, Idaho, as it is far too small to have a need for a cohesive economic development plan. In this assignment, you will target the specific situations found in an American city, town, or county. This assignment will require that you address the following six specific areas: Locale When choosing your locale, make sure that you will be able to find demographic and economic information. You will want to choose an area with which you are familiar or an area where there is obvious need. Attempt to pick a city or a town that is not extremely large (i.e., New York City, however, Staten Island could be a viable project). Choosing wisely will make your research more focused so that you can complete the research by the time the course has finished. Economic Situation You must detail the specific economic situation facing this location. For example, if you were to choose Flint, MI, you would have to discuss the impact of the auto industry moving away from the city and the subsequent economic and social conditions of the city. How has the economic shift impacted the city and how has the city responded in the last 30 years? Additionally, what initiatives.

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Seventy-four percent of Americans believe CEOs are not paid the correct amount relative to the average worker. Only 16 percent believe they are. While responses vary across demographic groups (e.g., political affiliation and household income), overall sentiment regarding CEO pay remains highly negative. Recently, the Rock Center for Corporate Governance at Stanford University conducted a nationwide survey of 1,202 individuals— representative by gender, race, age, political affiliation, household income, and state residence—to understand public perception of CEO pay levels among the 500 largest publicly traded corporations....

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Report #3: Changing Public Opinion Before beginning this assignment, make certain that you have read Chapter 6 in your text (“Public Opinion and Political Action”), the 2021 Pew Research Center Report titled “Americans See Broad Responsibilities for Government; Little Change Since 2019” (March 17), and the 2020 article by Eli Finkel et al. from Science titled, “Political Sectarianism in America” (October, Vol. 370, Issue 6516). Then write a brief report that contains three separate sections that address all the points in each set of questions. Notice the expected word count for each section (exceeding the word count will not negatively affect your grade, but please try to stay within the range). 1. Relying on the Pew Research Center Report, briefly summarize what Americans think about the role of the federal government in addressing various policy issues (indicate specific areas and indicate where support is strongest and where it is weakest). Also, describe general levels of trust of and contentment with the federal government and indicate what changes can be detected over time. (approximately 150-200 words) 2. How do attitudes about federal government responsibilities differ by age, race, income, and partisanship (Democrats and Republicans)? Be sure to indicate where the differences are the least and where they are the greatest on each of these dimensions (age, race, income, and partisanship). (approximately 150-200 words) 3. Based on your reading of “Political Sectarianism in America,” (a) summarize the article’s major findings, (b) list and describe the three causes identified for the increase in political sectarianism, and (c) identify and elaborate on a few of the consequences of this trend. (approximately 150-200 words) Be careful not to plagiarize. If you want to quote directly, do so using quotation marks (giving the page number if available). But try to do this sparingly and simply use your own words in addressing the questions. In your writing, use an analytical tone that is free of your personal opinions. In other words, try to answer the questions in a straightforward and objective manner. When you are done, save the document as a Word file or as an Adobe PDF file (it cannot be Google docs, etc.) and upload it through Moodle (these parts are very important!). Papers not uploaded by the deadline will receive a grade penalty. WARNING: This is an individual assignment and you are to do your own work. Use of another person’s words without proper citation or copying from another student’s paper is considered plagiarism. All papers are checked and retained in a plagiarism software program to identify cheating. Any suspicion of plagiarism or other violations of the university’s academic conduct policies are turned over to the Dean of Students. Links to the articles: Pew Report: "Americans See Broad Responsibilities for Government" Science: "Political Sectarianism in America" ...

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Name_________________________________ Virgin Mobile USA: Identifying a Target Market Richard Branson enlisted Dan Schulman to become the CEO of Virgin Mobile USA, a newly formed start-up in highly competitive and mature industry. One of the first tasks that Dan had to accomplish was to choose his target market. After getting loads of data from IDC and Salomon Smith Barney, and studying it for several weeks, he noticed that among consumers aged 15-29 penetration rate was around 45% versus about 50% for general population. Also the growth rate for this particular group was predicted to be strong in the next 5 years. “Why haven’t the big players targeted this market?” Dan asked himself. One reason was that young consumers often didn’t have good credit history and didn’t pass the credit checks required by cell phone contracts. Another reason was that the cell phone companies were wary to acquire low value subscribers, because their average cost of acquiring customers was about $370 per customer and they were afraid that this group would be unprofitable for them. Despite these challenges, Dan’s team decided that this segment of the market represented the greatest opportunity. Schulman explained: “This is a market that has been underserved by the existing carriers. They have specific needs that haven’t been met.” After more marketing research, Dan’s team was able to compile an average profile of their target customer: A lot of the consumers in this age group are in flux in their lives. They are either in college, they are just leaving their home, or they may be getting their first cell phone. Their usage is probably inconsistent. One month, they may not use the phone at all, and another month, they may use it quite a bit, depending on whether they are on vacation or in school. Their calling patterns are different from the typical businessperson. They are more open to new things, like text messaging and downloading information using their phones. And they are more likely to use ring tones, faceplates, and graphics. Phones are more than a tool for these young people; they are a fashion accessory and a personal statement. Questions: 1. What factors did Dan’s team use to choose a target segment? 2. Did they consider the ‘fit’ factor? Why? Adapted from: Gail McGovern (2007) “Virgin Mobile USA: Pricing for the Very First Time” HBS Case 9-504-028, Harvard Business School, Boston, MA. PUB 503 ML:Theories, Principles, & Practice of Public Administration Questions & Key Terms [Day Two] Critical Thinking Questions 1. What is Policy? Is it taken for granted or does it have to be written down somewhere? Is it subjective or objective? How does the term apply to government, private sector organizations and groups, as well as individuals? Give at least three examples. 2. Why is Woodrow Wilson consider the father of public administration in the United States? How did future President Wilson influence the development of political “think tanks” in Amer ...

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