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Cognitive Computing, Performance Analytics and Local Gov, & WalletHub Updates

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Cognitive Computing @ Brookings Institution Tech Tank

Performance Analytics Project Report

  • “The State of Performance Analytics in Local Government: Analysis of Measures,” (2/ Dawson, G.S., Ho, A. T-K., and Krishnamurthy, R.) Technical Report, Alliance for Innovation, April 2017, 32 pages. (see project page)

WalletHub

TEDx Indianapolis

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I will be speaking at TEDx Indianapolis this week.

Organizations fail to leverage the intellectual capacities of their key assets – their employees. Much of this is due to the fact that innovation is relegated to select groups (e.g. innovation teams) and units (e.g. R&D Labs). In addition, employees and their managers waste a lot of energy on various aspects of innovation due to misalignment of incentives and expectations. To scale innovation and entrepreneurship one does not need expensive fixes and elegant solutions. Organizations need to get back to their basics and remember what made them great and scale fundamental processes to be successful at organic growth. This talk will provide the audience with simple, and frugal (cheap), solutions to scale intrapreneurship.

 

Information Systems Research that Makes a Difference: A Modest Proposal

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I will be speaking at SDA Bocconi School of Management on March 7, 2017. Thanks to Ferdinando Pennarola, Department of Management and Technology, for hosting the visit.

Information Systems Research that Makes a Difference: A Modest Proposal

I believe that research needs to be conducted in a manner that advances the greater public good, especially in fields that are of an applied nature (business, engineering, public policy, etc.). Research done with the sole intention of producing a journal article or conference paper is not good enough. Academia has a special responsibility to generate knowledge that advances society. Studying complex phenomenon requires us to undertake research that (1) draws on multiple disciplines, (2) engages a diverse group of stakeholders, (3) appreciates a plurality of research approaches, and (4) communicates to a diverse set of audiences. Executing inter-disciplinary research is no easy feat to accomplish. Researchers face daunting challenges from the onset, beginning with the inception of ideas, and then continuing to the crafting of problem statements, executing the research process, and communicating the results via publications in academic and practitioner outlets. However, these challenges should not be viewed as an excuse to abandon inter-disciplinary research in favor of narrowly focused research exercises.

In this talk, I will offer personal reflections on how to structure research programs to maximize several goals. First, to ensure the efficiency and effectiveness of the research process. Second, to maximize the potential that research outputs will be accepted by scholarly and practitioner communities. Third, to work with stakeholders to leverage the knowledge that is generated, to advance societal outcomes. I will share examples from a wide range of projects to elaborate on how scholars can build agile, responsive, and responsible research projects that have relevance beyond the ivory tower.

I will present a method (process) for executing inter-disciplinary research that has served me well. Illustrative examples of research projects will be used to exemplify this process and outline strategies for researchers to consider when conducting inter-disciplinary research projects. I will pay particular attention to global research projects that are interdisciplinary in nature. In addition to sharing lessons about what works, I will openly share some of the trials and tribulations that I have encountered along the way.

Science & Civics: Aspen Institute

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The Aspen Institute released a report on Science & Civics: A Guide for Collaborative Action.

Today, it is necessary and urgent to defend the vital role of science in a healthy civic life. This report begins with the premise that there is a gap in both civic literacy and scientific literacy in the United States. The Aspen Institute’s Citizenship and American Identity Program (CAI) believes that these two trends are connected – and that addressing them together is vital to cultivating a citizenry capable of informed self-government. Through the Science & Civics Initiative, CAI aims to help scientists become more powerful citizens and enable citizens to make sense of the world and its complex problems more like scientists. The goal of this report is to outline a path of collaborative action for both civic groups and scientists.

I had the pleasure to contribute ideas to this report. Other contributors to the report include:

Shannon Dosemagen, Executive Director of Public Lab New Orleans

Dr. John Falk, Sea Grant Professor of Free Choice Learning at Oregon State University

Leetha Filderman, President and COO of PopTech

Ira Flatow, Host and Executive Producer of Science Friday

Cary Funk, Associate Director of Research on Science and Society at Pew Research Center

Thomas Kalil, Deputy Director for Policy for the White House Office of Science and Technology Policy

Dr. Leandris Liburd, Associate Director for Minority Health and Health Equity at the Center for Disease Control and Prevention

Dietram Scheufele, John E. Ross Chair in Science Communication in the Department of Life Sciences Communication at the University of Wisconsin–Madison

Brooke Smith, Executive Director of Compass

Big Data and Planning: PAS Report Published by American Planning Association

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The American Planning Association has released a report that I co-authored with Kendra L. Smith.

Big Data and Planning

Data sets are growing so large and complex that using them is like drinking from a fire hose. Feeling overwhelmed? Help is on the way.

Big data isn’t the problem; it’s the solution — and this PAS Report shows how to use it. Arizona State University researchers Kevin C. Desouza and Kendra L. Smith have teamed up on a practical guide to channeling the power of big data. Together they look at how planners around the world are turning big data into real answers for smart cities.

Learn how Dublin is gearing up geospatial data to steer traffic. See how Singapore is collecting citizens’ selfies to track smog. Discover how Detroit is crowdsourcing creative ideas for its 50-year plan. And find out how the U.S. government is planning to use Yelp to improve its services.

What’s the big idea for your community? Read Big Data and Planning for a look at trends and tools you can tap into today.

Page Count: 104
Date Published: Dec. 5, 2016
ISBN: 978-1-61190-188-7

Predictive Analytics and Higher Education

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SO16ERcoverAn article I co-authored with Kendra Smith appears in the September/October Issue of EDUCASE Review. The article was the cover feature for the issue. You can access the article here.

Predictive Analytics: Nudging, Shoving, and Smacking Behaviors in Higher Education

With predictive analytics, colleges and universities are able to “nudge” individuals toward making better decisions and exercising rational behavior to enhance their probabilities of success.

2016 EGPA Annual Conference, 24-26 August 2016

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header I will be presenting a paper at the 2016 EGPA Annual Conference in Utrecht, Netherlands.

Frugal Technology and Innovation to Design Smarter Cities

In this paper, I will explore opportunities for frugal technology and innovation to design smarter cities. I will draw on several case studies of smart city development efforts in North America and Asia. The focus of my remarks will center on why we need to rethink the current state of technology deployment in urban centers, especially when we consider developing countries and fragile cities. A focus on frugal innovation will enable us to meet several objectives: 1) reduce the percentage of failed large-scale technology projects, 2) increase civic engagement through digital technologies, and 3) design data and build platforms that are agile and nimble.

Challenges in Inter-Disciplinary Research, University of Ljubljana

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logo_engI will be visiting the Faculty of Economics, University of Ljubljana from August 28-31. I will deliver one research seminar and connect with colleagues on several research projects. I have held a visiting professor appointment at the University of Ljubljana since 2009.

Challenges in Inter-Disciplinary Research: Strategies from Crafting Research Ideas to Publishing
In this presentation, I will share my experiences in executing inter-disciplinary research projects. Studying complex phenomenon requires us to undertake research that (1) draws on multiple disciplines, (2) engages a diverse group of stakeholders, (3) appreciates a plurality of research approaches, and (4) communicates to a diverse set of audiences. Executing inter-disciplinary research is no easy feat to accomplish. Researchers face daunting challenges from the onset, beginning with the inception of ideas, then continuing to the crafting of problem statements, executing the research process, and communicating the results via publications in academic and practitioner outlets. However, these challenges should not be viewed as an excuse to abandon inter-disciplinary research in favor of narrowly focused research exercises. I will present a method (process) for executing inter-disciplinary research that has served me well. Illustrative examples of research projects will be used to exemplify this process and outline strategies for researchers to consider when conducting inter-disciplinary research projects.

Facebook and the 2016 US Elections

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Over the last few months, I have been working with my research team on several papers that examine how the 2016 US Elections are playing out on Facebook. We have several research notes on our project published on Brookings Institution TechTank Blog.

We also have a paper accepted at the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining.

Social networking sites (SNS), such as Facebook and Twitter, are important spaces for political engagement. SNS have become common elements in political participation, campaigns, and elections. However, little is known about the dynamics between candidate posts and commentator sentiment in response to those posts on SNS. This study enriches computational political science by studying the 2016 U.S. elections and how candidates and commentators engage on Facebook. This paper also examines how online activity might be connected to offline activity and vice versa. We extracted 9,700 Facebook posts by five presidential candidates (Hillary Clinton, Donald Trump, Bernie Sanders, Ted Cruz, and John Kasich) from their official Facebook pages and 12,050,595 comments on those posts. We employed topic modeling, sentiment analysis, and trends detection using wavelet transforms to discover topics, trends, and reactions. Our findings suggest that Republican candidates are more likely to share information on controversial events that have taken place during the election cycle, while Democratic candidates focus on social policy issues. As expected, commentators on Republican candidate pages express negative sentiments toward current public policies as they seldom support decisions made by the Obama administration, while commentators on democratic candidate pages are more likely to express support for continuation or advancement of existing policies. However, the significance (strong/weak) and nature (positive/negative) of sentiments varied between candidates within political parties based on perceived credibility of the candidate’s degree of credibility on a given issue. Additionally, we explored correlation between online trends of comments/sentiment and offline events. When analyzing the trend patterns, we found that changes in online trends are driven by three factors: 1) popular post, 2) offline debates, and 3) candidates dropping out of the race.

Research Team: Saud Alashri, Srinivasa Srivatsav Kandala, Vikash Bajaj, Roopek Ravi, Anish Pradhan, and Kendra L. Smith

 

Governing Innovation in U.S. State Gov. – Journal of Strategic Info. Systems

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JSISMy co-authored article with Gregory S.Dawson (Arizona State University) and James S. Denford (Royal Military College of Canada) has been accepted for publication in Journal of Strategic Information Systems. 

Governing Innovation in U.S. State Government: An Ecosystem Perspective

In the public sector, the strategic quest for IT-based innovation often starts by hiring a successful private sector CIO and hoping his or her prior experience will transfer. However this often ignores the existence and influence of other entities and IT governance structures that form the innovation ecosystem. Applying the legal view of agency theory to the U.S. state innovation ecosystem and using a crisp-set qualitative comparative analysis (csQCA) approach, we investigate factors that are associated with public sector IT-based innovation. We find that CIO characteristics, structural oversight mechanisms, CIO relationships with authorities, and the state environment combine to form configurations that lead to both high and low performance.