Archive for the ‘Massachusetts Institute of Technology’ Category

New Global Study Finds Companies Advanced in Social Business Actively Leveraging Social Data

July 28, 2014 Comments off

New Global Study Finds Companies Advanced in Social Business Actively Leveraging Social Data
Source: Deloitte/MIT

New research released today by MIT Sloan Management Review and Deloitte reveals that nearly two thirds of surveyed companies around the world find social business initiatives —including social media, social software and social networks—are positively impacting their business outcomes.

The report, Moving Beyond Marketing: Generating Social Business Value Across the Enterprise, based on a global survey of more than 4,800 business executives across 26 industries and 109 countries, found that the level of value companies achieve is related to their social business “maturity.”

Respondents who rated their companies further along the social maturity scale were more likely to report their companies practice the following:

  • Apply social business data in the decision making process: Nearly 80 percent analyze social data, and 67 percent integrate it into systems and processes to improve business decisions.
  • Employ a leadership vision that social can bring about fundamental changes: More than 90 percent of respondents say their leaders believe it can create powerful and positive change.
  • Infuse social business into multiple functions across the enterprise: A total of 87 percent use social business to spur innovation.
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“Win at Home and Draw Away”: Automatic Formation Analysis Highlighting the Differences in Home and Away Team Behaviors

July 28, 2014 Comments off

“Win at Home and Draw Away”: Automatic Formation Analysis Highlighting the Differences in Home and Away Team Behaviors (PDF)
Source: MIT Sloan Sports Analytics Conference

In terms of analyzing soccer matches, two of the most important factors to consider are: 1) the formation the team played (e.g., 4 – 4 – 2, 4 – 2 – 3 – 1 , 3 – 5 – 2 etc. ), and 2) the manner in which they executed it (e.g., conservative – sitting deep, or aggressive – pressing high). Despite the existence of ball and player tracking data, no current methods exist which can automatically detect and visualize formations. Using an entire sea son of Prozone data which consists of ball and player tracking information from a recent top – tier prof essional league, we showcase an automatic formation detection method by investigating the “home advantage”. In a paper we published recently, using an ent ire season of ball tracking data we showed that home teams had significantly more possession in the forward – third which correlated with more shots and goals while the shooting and passing proficiencies were the same. Using our automatic formation analysis, we extend t his analysis and show that while teams tend to play the same formation at home as they do away, the manner in which they execute the formation is significantly different. Specifically, we show that the position of the formation of teams at home is significantly higher up the field compared to when they play away. This conservative approach at away games suggests that coaches aim to win their home games and draw their away games. Additionally, we also show that our method can visually summarize a game which gives an indication of dominance and tactics. While enabling new discoveries of team behavior which can enhance analysis, it is also worth mentioning that our automatic formation detection method is the first to be developed.

Twitter as Social Sensor: Dynamics and Structure in Major Sporting Events

July 11, 2014 Comments off

Twitter as Social Sensor: Dynamics and Structure in Major Sporting Events
Source: MIT

Twitter often behaves like a “social sensor” in which users actively sense real-world events and spontaneously mention these events in cyberspace. Here, we study the temporal dynamics and structural properties of Twitter as a social sensor in major sporting events. By examining Japanese professional baseball games, we found that Twitter as a social sensor can immediately show reactions to positive and negative events by a burst of tweets, but only positive events induce a burst of retweets to follow. In addition, retweet networks during the baseball games exhibit clear polarization in user clusters depending on baseball teams, as well as a scale-free in-degree distribution. These empirical findings provide mechanistic insights into the emergence and evolution of social sensors.

Hat tip: Research Buzz

What Does it Take to Call a Strike? Three Biases in Umpire Decision Making

March 14, 2014 Comments off

What Does it Take to Call a Strike?  Three Biases in Umpire Decision Making (PDF)
Source: MIT Sloan Sports Analytics Conference

Do Major League Baseball umpires call balls and strikes solely in response to pitch location? We analyze all regular season calls from 2009 to 2011—over one million pitches—using non-parametric and structural estimation methods. We find that the strike zone contracts in 2-strike counts and expands in 3-ball counts, and that umpires are reluctant to call two strikes in a row. Effect sizes can be dramatic: in 2-strike counts the probability of a called strike drops by as much as 19 percentage points in the corners of the strike zone. We structurally estimate each umpire’s aversions to miscalling balls and his aversions to miscalling strikes in different game states. If an umpire is unbiased, he would only need to be 50% sure that a pitch is a strike in order to call a strike half the time. In fact, the average umpire needs to be 64% sure of a strike in order to call strike three half the time. Moreover, the least biased umpire still needs to be 55% sure of a strike in order to call strike three half the time. In other words, every umpire is biased. Contrary to their formal role as unbiased arbiters of balls and strikes, umpires are biased by the state of the at-bat when deciding whether a pitch intersects the strike zone.

Report on the State of Health + Urbanism

February 18, 2014 Comments off

Report on the State of Health + Urbanism
Source: Massachusetts Institute of Technology

A newly published research report from MIT’s Center for Advanced Urbanism (CAU) highlights the complexity of the issue. Produced in collaboration with the American Institute of Architects, the document examines an array of public health matters in eight major metropolitan areas in the United States, and suggests a wide array of possible remedies, from better mass transit to extensive tree-planting.

MIT releases report on its actions in the Aaron Swartz case

July 30, 2013 Comments off

MIT releases report on its actions in the Aaron Swartz case
Source: Massachusetts Institute of Technology

A much-anticipated report on MIT’s actions in relation to the case of Aaron Swartz, a young computer programmer and Internet activist who committed suicide in January, finds no wrongdoing on MIT’s part. But the report raises concerns about certain policies and procedures and whether MIT should have been more actively involved in the matter. The report offers a set of forward-looking questions for the Institute as a whole to address.

At the time of his death, Swartz, who had informal connections to the MIT community, faced 13 federal felony charges relating to his downloading of more than 4 million academic journal papers from the online archive JSTOR, or about 80 percent of the JSTOR library. The downloading was carried out surreptitiously using a laptop computer that was left in a basement wiring closet in an MIT building, physically connected to the MIT computer network.

As described in the report, Swartz’s death “ignited a firestorm on the Internet.” Memorial services were held in several locations, including MIT; posthumous awards were given to Swartz; a proposed revision of the law under which he was prosecuted was introduced in Congress; a petition was filed with the White House demanding the firing of the federal prosecutor responsible for the case; and several anonymous cyberattacks were launched, some against MIT, in protest of the handling of the case.

via InfoDocket

Progress and Challenges in Urban Climate Adaptation Planning: Results of a Global Survey

June 7, 2012 Comments off

Progress and Challenges in Urban Climate Adaptation Planning: Results of a Global Survey (PDF)
Source: Massachusetts Institute of Technology, Department of Urban Studies and Planning

Cities around the world are increasingly aware of the need to prepare for greater variability in temperature, precipitation, and natural disasters expected to take place as a result of global climate change. In recent years, numerous reports and manuals have been written and networks formed to offer guidance and facilitate the exchange of ideas and information. However, since systematic studies have not been conducted, the information and methods being disseminated often are based on the efforts of a limited number of cities and wisdom drawn from experience in other domains. To gain insight into the status of adaptation planning globally, approaches cities around the world are taking, and challenges they are encountering, a survey was sent to communities that are members of ICLEI-Local Governments for Sustainability. A total of 468 cities (44%) completed the 40-question survey, with the majority of respondents being from the U.S since this is where ICLEI has the largest membership.

See: Survey — Latin American and Asian cities lead way in planning for global warming (EurekAlert!)

Private Information and Insurance Rejections

April 12, 2012 Comments off

Private Information and Insurance Rejections (PDF)
Source: MIT Economics (Nathaniel Hendren)

Across a wide set of non-group insurance markets, applicants are rejected based on observable, often high-risk, characteristics. This paper explores private information as a potential cause. To do so, we develop and test a model in which agents have private information about their risk. We derive a new no-trade result that can theoretically explain how private information could cause rejections. We use the no-trade condition to generate measures of the barrier to trade private information imposes. We develop a new empirical methodology to estimate these measures that uses subjective probability elicitations as noisy measures of agents’ beliefs. We apply our approach to three non-group markets: long-term care, disability, and life insurance. Consistent with the predictions of the theory, in all three settings we find larger barriers to trade imposed by private information for those who would be rejected relative to those who are served by the market. For those who would be rejected, private information imposes a barrier to trade equivalent to an implicit tax on insurance premiums of roughly 65-75% in long-term care, 90-130% in disability, and 65-130% in life insurance.

The Promise and Perils of Private Voluntary Regulation: Labor Standards and Work Organization in Two Mexican Garment Factories

October 16, 2011 Comments off

The Promise and Perils of Private Voluntary Regulation: Labor Standards and Work Organization in Two Mexican Garment Factories (PDF)
Source: MIT Sloan School of Management

What role can private voluntary regulation play in improving labor standards and working conditions in global supply chain factories? How does this system relate to and interact with other systems of labor regulation and work organization? This paper seeks to address these questions through a structured comparison of two factories supplying Nike, the world’s largest athletic footwear and apparel company. These two factories have many similarities – both are in Mexico, both are in the apparel industry, both produce more or less the same products for Nike (and other brands) and both are subject to the same code of conduct. On the surface, both factories appear to have similar employment (i.e., recruitment, training, remuneration) practices and they receive comparable scores when audited by Nike’s compliance staff. However, underlying (and somewhat obscured by) these apparent similarities, significant differences in actual labor conditions exist between these two factories. What drives these differences in working conditions? What does this imply for traditional systems of monitoring and codes of conduct? Field research conducted at these two factories reveals that beneath the code of conduct and various monitoring efforts aimed at enforcing it, workplace conditions and labor standards are shaped by very different patterns of work organization and human resource management policies. This paper is part of a larger project on globalization and labor standards organized by Professor Richard Locke of M.I.T.. In addition to the results presented in this paper (some of which appear as well in Monica Romis, “Beneath Corporate Codes of Conduct: What Drives Compliance in Two Mexican Garment Factories,” (Masters Thesis, Dept. of Urban Studies and Planning, M.I.T., 2005)), the project entailed field research in China, Turkey, Europe and the United States as well as systematic analysis of Nike’s factory audits of working conditions in over 800 factories in 51 countries.

Can Healthcare IT Save Babies?

August 31, 2011 Comments off

Can Healthcare IT Save Babies?
Source: MIT Sloan School of Management Working Paper

The US has a higher infant mortality rate than most other developed nations. Electronic medical records (EMR) and other healthcare information technology (IT) improvements could reduce that rate, by standardizing treatment options and improving monitoring. We empirically quantify how healthcare IT improves neonatal outcomes. We identify this effect through variations in state medical privacy laws that distort the usefulness of healthcare IT. We find that adoption of healthcare IT by one additional hospital in a county reduces infant mortality in that county by 13 deaths per 100,000 live births. Rough cost-effectiveness calculations suggest that healthcare IT is associated with a cost of $450,140 per infant saved.

+ Full Paper (PDF)

A Report on the Status of Women Faculty in the Schools of Science and Engineering at MIT, 2011

March 22, 2011 Comments off

A Report on the Status of Women Faculty in the Schools of Science and Engineering at MIT, 2011 (PDF)
Source: Massachusetts Institute of Technology

At MIT, we like data, especially data that advance our understanding of an important problem. In the 1990s, a group of MIT’s women faculty perceived patterns of inequitable resource allocation between them and their male colleagues. They collected data that demonstrated and quantified the problem, and they alerted the Institute’s leadership, in a search for practical remedies. Compelled by the evidence, MIT responded. Today , a new Report on the Status of Women Faculty in the Schools of Science and Engineering at MIT delivers the encouraging news that the process launched by these faculty women has made a lasting, positive difference for women faculty at MIT.

It is gratifying to see that MIT’s process has become a model for other institutions to improve conditions for their women faculty . The momentum of MIT’s research-based changes has helped women scientists and engineers at universities around the world advocate for equitable working environments that enable them to thrive.

This new report also highlights a number of areas where we still have work to do, from more fairly distributing service on Institute committees to enhancing training for faculty mentors. These recommendations echo several from last year’s Report of the Initiative on Faculty Race and Diversity. Recurring themes in both of these reports reinforce the importance of our efforts to strengthen MIT’s culture of inclusion, so that everyone at MIT can do his or her best work.

I have enormous admiration for the faculty members who led the original study , for the many Institute leaders who have sustained the momentum since then, and for the women faculty who prepared this illuminating follow-up report. On behalf of the entire MIT community and especially on behalf of young women in science and engineering, I thank you for your important service to MIT and to the world.


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