Authors
News Type
Q&As
Date
Paragraphs

The science of cyber risk looks at a broad spectrum of risks across a variety of digital platforms. Often though, the work done within the field is limited by a failure to explore the knowledge of other fields, such as behavioral science, economics, law, management science, and political science. In a new Science Magazine article, “Cyber Risk Research Impeded by Disciplinary Barriers,” cyber risk experts and researchers at Stanford University make a compelling case for the importance of a cross-disciplinary approach. Gregory Falco, security researcher at the Program on Geopolitics, Technology, and Governance, and lead author of the paper, talked recently with the Cyber Policy Center about the need for a holistic approach, both within the study of cyber risk, and at a company level when an attack occurs.

CPC: Your recent perspective paper in Science Magazine highlights the issue of terminology when it comes to how organizations and institutions define a cyber attack. Why is it so important to have consistent naming when we are talking about cyber risk?

Falco: With any scientific discipline or field, there is a language for engaging with other experts. If there’s no consistent language or at least dialect for communication around cyber risk, it’s difficult to engage with scholars from different disciplines. For example: The phrase “cyber event” is contested and the threshold for what an organization considers to be a cyber event varies substantially. Some organizations consider someone pinging their network as a cyber event, others only consider something a cyber event once an intrusion has been publicly disclosed. So there’s a disparity when comparing metrics of cyber events from organization to organization because of the different thresholds of what’s considered an event.

CPC: We’ve all been sent one of those emails letting us know our data may have been compromised and your paper points out it’s nearly impossible to put foolproof protections into place; attacks are inevitable. Given that, how should companies weigh the various ways they can protect themselves?

Falco: The first exercise each organization should go through when they decide to be serious about cyber risk is to prioritize their assets. What is business critical? What is safety critical? Then, like all other risks, a cost-benefit analysis must be done for each asset based on its priority. If the asset is safety-critical, then resources should be allocated to help protect that asset or at least ensure its resilience. Trade-offs are inevitable, no company has unlimited resources. But starting with an understanding of where the priorities are, is critical.

CPC: In companies, cyber security often falls entirely to the Chief Information Security Officer (CISO). Your paper argues that’s shortsighted. What is gained when a company takes a more holistic approach?

Falco: Distributing responsibility across the organization catalyzes a security culture. A security culture is one where there is a constant vigilance or at least broad awareness of cybersecurity concerns throughout the organization. Fostering a security culture is often suggested as a mechanism to help reduce cyber risk in organizations. The problem with not distributing responsibility is that when something happens, it’s too easy to resort to finger-pointing at the CISO, and that’s counterproductive. Efforts after an attack should be on responding and being resilient, not finding the scapegoat.

CPC: Cyber risk largely focuses on prevention, but your paper argues that it’s what happens after an attack in that needs greater attention. Why is that?

Falco: Every organization will be attacked. However organizations can differentiate themselves from a cyber risk standpoint by appropriately managing the situation after an attack. Some of the most significant damages to organizations can be reputational if communication after an attack is unclear or botched. Poor communication after an attack can result in major regulatory fines or valuation adjustments as seen in cases like Yahoo and that can have major business implications. Communications aren’t the only important element of post-attack response. A thorough post-mortem of the organization’s response to the attack can be an important learning experience and a way to plan for future attacks.

CPC: Protecting against cyber attacks and the losses that go with them can obviously be costly for companies. You make a case for collaboration among different fields, say among data scientists and economists. How can that be encouraged?

Falco: We argue that cross-disciplinary collaboration rarely happens organically. Therefore, we call on funding agencies like the NSF or DARPA to specify a preference for cross disciplinary research when funding cyber risk projects. Typically, this isn’t currently a feature of calls for proposals, but for cyber risk programs it should be. We encourage researchers to explore cyber risk questions at the margins of their discipline. Those questions may lend themselves to potential overlap with other disciplines and foster a starting point for cross-disciplinary collaboration.

For more on these topics, see a full list of recent publications from the Cyber Policy Center and the Program on Geopolitics, Technology, and Governance.

Hero Image
Gregory Falco
Rod Searcey
All News button
1
News Type
Commentary
Date
Paragraphs

"Ideologically, today’s autocrats are a more motley and pragmatic crew. They generally claim to be market friendly, but mainly they are crony capitalists, who, like Putin in Russia, Orban in Hungary, and Erdogan in Turkey, are first concerned with enriching themselves, their families, and their parties and support networks. Increasingly, they raise a common flag of cultural conservatism, denouncing the moral license and weakness of the “the liberal West” while advancing a virulent antiliberal agenda based on nationalism and religion," writes Larry Diamond. Read here

Hero Image
gettyimages 1180678440
All News button
1
Authors
News Type
News
Date
Paragraphs

Immigrants, once settled in a particular state, will not move to another state in search of public health benefits, Stanford researchers find.

Hero Image
Jens Hainmueller publication image
Research shows no magnet effect when states lower the costs of health care for low-income immigrants. | iStock/FatCamera
All News button
1
Authors
News Type
News
Date
Paragraphs

Whether it’s designing equipment or developing drugs, scientists often fail to consider how gendered preferences, biases and assumptions can lead to unintended consequences.

 

According to Stanford historian Londa Schiebinger, it’s time for science to catch up.

Hero Image
Londa Schiebinger
All News button
1
Authors
Norman M. Naimark
News Type
News
Date
Paragraphs

The Financial Times named Norman Naimark's latest book, Stalin and the Fate of Europe: The Postwar Struggle for Sovereignty, one of the best history books in 2019. The Financial Times writes "Naimark has few peers as a scholar of Stalinism, the Soviet Union and mid-20th-century Europe. Here he selects seven case studies, from Denmark and Finland to Austria and Albania, to illustrate the complexity of Stalin’s objectives after the second world war as European leaders on both sides of the emerging Iron Curtain strove to reclaim national sovereignty."

 

Read the rest at Financial Times

Hero Image
512hbpwjkgl  sx329 bo1204203200
All News button
1
News Type
Commentary
Date
Paragraphs

The Democrats are facing a dilemma: If they defend democratic norms by acting to remove President Trump from office, they risk getting dragged into a polarizing style of politics that works to his political advantage. Read here.

Hero Image
trump 2546104 1920
All News button
1
News Type
Commentary
Date
Paragraphs

Since November 2018, a grassroots revolt of the forgotten lower middle classes from France’s far-flung suburbs and rural areas has risen against high taxes; social injustice; and the elites, President Emmanuel Macron foremost among them. Although this “Yellow Vest” movement is not dead, it is now weakened by internal feuds, excessive violence, a takeover by the far left, and Macron’s deft handling. Yet this revolt of “la France profonde” has underscored the fragility of Macron’s narrow sociological and political base. Macron’s decisive 2017 election victory owed more to his outsider status, the collapse of the traditional political establishment, and the rejection of the far right (led by Marine Le Pen) than to his free-market and pro-European agenda. In part, the Yellow Vest version of populism was a response to the “populism of the elites” embodied by Macron in 2017. The Yellow Vest movement further illustrates the central class and polarized ideological cleavages that shape the politics of a growing number of advanced democracies. Read here.

Hero Image
france 4212587 1920
All News button
1
News Type
Commentary
Date
Paragraphs

Our Francis Fukuyama and UELP alumni, Sergii Leshchenko (Draper Hills Summer Fellow 2017) and Oleksandra Ustinova (Ukrainian emerging leaders 2018-9), are feat inMichelle Goldberg's NYT opinion piece "The Beacon Has Gone Out: What Trump & Giuliani Have Wrought." Read here.

Hero Image
my photo
All News button
1
-

Image
Ashish Goel
Abstract:

While the Internet has revolutionized many aspects of our lives, there are still no online alternatives for making democratic decisions at large scale as a society. In this talk, we will describe algorithmic and market-inspired approaches towards large scale decision making that our research group is exploring. We will start with a model of opinion dynamics that can potentially lead to polarization, and relate that to commonly used recommendation algorithms. We will then describe the algorithms behind Stanford's participatory budgeting platform, and the lessons that we learnt from deploying this platform in over 70 civic elections. We will use this to motivate the need for a modern theory of social choice that goes beyond voting on candidates. We will then describe ongoing practical work on an automated moderator bot for civic deliberation (in collaboration with Jim Fishkin's group), and ongoing theoretical work on deliberative approaches to decision making. We will conclude with a summary of open directions, focusing in particular on fair advertising. 

Ashish Goel Bio

Lunch Seminar Series Flyer
  • E207, Encina Hall
  • 616 Jane Stanford Way, Stanford, CA 94305
 
0
ashish_goel.jpg
Ashish Goel is a Professor of Management Science and Engineering and (by courtesy) Computer Science at Stanford University, and a member of Stanford's Institute for Computational and Mathematical Engineering. He received his PhD in Computer Science from Stanford in 1999, and was an Assistant Professor of Computer Science at the University of Southern California from 1999 to 2002. His research interests lie in the design, analysis, and applications of algorithms; current application areas of interest include social networks, participatory democracy, Internet commerce, and large scale data processing. Professor Goel is a recipient of an Alfred P. Sloan faculty fellowship (2004-06), a Terman faculty fellowship from Stanford, an NSF Career Award (2002-07), and a Rajeev Motwani mentorship award (2010). He was a co-author on the paper that won the best paper award at WWW 2009, and an Edelman Laureate in 2014. Professor Goel was a research fellow and technical advisor at Twitter, Inc. from July 2009 to Aug 2014.
Ashish Goel Professor of Management Science and Engineering
Seminars
Authors
Noa Ronkin
News Type
News
Date
Paragraphs

Understanding the value of chronic disease care is critical to confronting the challenges of aging societies. In a new ebook published by the Centre for Economic Policy Research, APARC Deputy Director and Asia Health Policy Program Director Karen Eggleston provides a framework for assessing the social value of health spending.

The world population is aging faster than ever before and governments must confront the increasing burden of healthcare spending on their economies. At a time when the economics of aging is inseparable from the economics of healthcare, successful adaptations to older population age structures necessitate better understanding of the value of medical care. Policymakers, in particular, must incorporate value into considerations of healthcare cost growth, so they can determine the extent to which average health improvements offset added cost, reduce cases in which health spending rises without sufficient corresponding health outcomes, and reward those in which “we are getting what we pay for.”

A new book chapter, authored by APARC Deputy Director and Asia Health Policy Program Director Karen Eggleston, provides a framework for assessing the social value of health spending. Titled “Understanding ‘value for money’ in healthy aging,” the chapter is part of an ebook, Live Long and Prosper? The Economics of Ageing, published by the Centre for Economic Policy Research (CEPR).

[To receive more stories like this directly to your inbox subscribe to our newsletters.]

Quality-Adjusted Cost of Care

How do health economists incorporate value into measurements of health spending and how do they measure the social value of medical care? First they assume each additional year of life brings a given monetary value. Then they measure the growth in value to patients as monetized gains in “quality-adjusted life-years,” a metric that includes increases in life expectancy and quality of life. The difference between the change in health spending and the change in monetized gains on improved survival is the net change in quality-adjusted health spending or the net value of medical care.

Understanding the value of chronic disease care is especially critical in aging societies, as governments must transform their health systems to support patients who will live with chronic diseases for decades. Health benefits of medical care, however, are difficult to aggregate across disparate services and diseases, and hence focusing on management of a single important chronic disease allows researchers to develop metrics of quality improvement and value that are linked to rigorous clinical studies. Eggleston describes a recent international research collaboration, which she was part of, that did just that. The researchers studied quality adjustment for one disease of growing global prevalence, type 2 diabetes, in four different health systems: one in Europe (the Netherlands) and three in East Asia (Japan, Hong Kong, and Taiwan).

Results of the study suggest that, in each health system, the value of improved survival outweighs the increase in health spending. For example, in the case of Japan, Eggleston and her colleagues found a positive value net of $2,595 for $100,000 value of a life-year. They also compared net value across the four health systems and different patient samples, finding mean net value that ranged between $600 and $10,000 for a $100,000 value of a life-year. Moreover, net value was positive for all age groups and remains positive and significant for individuals well beyond traditional retirement ages. These results, says Eggleston, indicate “the importance of continuing investments in medical treatments and services that deliver health outcomes of commensurate or higher value.”

Policy Implications

Confronting the challenges of aging societies requires careful thinking about the value of investments in new technologies for managing chronic conditions. To promote healthy aging governments must be “resiliently persistent in measuring the value of innovations for healthy aging and rewarding those that deliver high net value,” argues Eggleston. The goal should be improving the “value for money” of medical care rather than applying largescale cost controls that might stifle important breakthroughs.

The four-system study by Eggleston and her colleagues provides a framework for developing methods for assessing quality improvement and the net value of chronic disease spending and, more broadly, for measuring the value of healthy aging.


Download Eggleston’s chapter as part of the entire ebook >>

Learn more about Dr. Karen Eggleston’s research agenda seeking to assess net value in diabetes management and to identify and analyze innovation for healthy aging.

Hero Image
Closeup on a hand of an old man.
All News button
1
Subscribe to Europe