Posts

IZA – Inst. for Labor Econ. Working Paper – Childcare Reviews on Yelp.com

New working paper available from IZA - Institute for Labor Economics.

What Do Parents Value in a Child Care Provider? Evidence from Yelp Consumer Reviews - IZA Discussion Paper No. 11741. Click here to download.

This paper exploits novel data and empirical methods to examine parental preferences for
child care. Specifically, we analyze consumer reviews of child care businesses posted on the
website Yelp.com. A key advantage of Yelp is that it contains a large volume of unstructured
information about a broad set of child care programs located in demographically and
economically diverse communities. Thus our analysis relies on a combination of theoryand
data-driven methodologies to organize and classify the characteristics of child care
that are assessed by parents. We also use natural language processing techniques to
examine the affect and psychological tones expressed in the reviews. Our main results are
threefold. First, we find that consumers overall are highly satisfied with their child care
provider, although those in higher-income markets are substantially more satisfied than
their counterparts in lower-income markets. Second, the program characteristics most
commonly evaluated by consumers relate to safety, quality of the learning environment,
and child-teacher interactions. However, lower- and higher-income consumers evaluate
different characteristics in their reviews. The former is more likely to comment on a
program’s practical features, such as its pricing and accessibility, while the latter is more
likely to focus on the learning environment. Finally, we find that consumers in lowerincome
markets are more likely to display negative psychological tones such as anxiety and
anger in their reviews, particularly when discussing the nature of their interactions with
program managers and their child’s interactions with teachers.

Mechanics for the Future – Salzburg Global Forum

Credit: Salzburg Global Seminar/Ela Grieshaber.

I am looking forward to participating in the Mechanics for the Future: How Can Governments Transform Themselves? session at the Salzburg Global Forum.

Governments worldwide are under pressure to meet complex needs as populations age, countries urbanize, and technology transforms lives and work. They have lead responsibility to prepare their societies for a radically changing world, yet face shrinking budgets and declining trust in the public sector. The machinery of government has changed, requiring governments to transform themselves, both in terms of the methodology they use and the people needed to implement the change.  What is the role of government in driving innovation?  How can countries and cities learn from each other?  How can governments recruit and retain the best people in public service with the right skills?  How can governments better harness the market, and strengthen constructive partnerships with civil society and the private sector?  What types of public communication work best to rebuild public trust?

See here for a list of attendees.

As part of the meeting, I will be leading a discussion on the potential for advances in artificial intelligence (AI) to transform how we govern. We will employ a case study that I co-authored with Richard T. Watson (Regents Professor and the J. Rex Fuqua Distinguished Chair for Internet Strategy, University of Georgia). The case study takes place in a country, Intelligensia, and is focused on deploying AI systems to modernize the national healthcare system and improve quality of life outcomes.

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

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

Information Systems Research that Makes a Difference: A Modest Proposal

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.

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

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

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 Technology Forum – Ottawa County, Michigan

OC_Tech_Forum_LogoWill be heading to Michigan later this month to keynote the 2016 Technology Forum.

Realizing the Promise of (Open, Mobile, and Big) Data and Technologies for Local Governments

How can we harness data towards innovative local governance that advances our communities? Today, we have all heard about open data, mobile data, and even big (and very big) data. We have also seen a rise in civic hackathons, competitions, and challenges that engage innovators to solve complex problems and promote the use of data analytics for global development. In this presentation, I will use a wide assortment of cases to illustrate a key point, i.e., while we have made great strides in leveraging technology and data, we have undermined its potential due to an under-appreciation of governance and policy nuances. Do not despair! I will outline a series of actionable steps that can be undertaken to rectify this deficiency. Specifically, I will focus on how can we create data-driven development labs to tackle some of our most vexing social and policy challenges.

WHEN: Friday, April 29, 2016, 8:30am-4:00pm
WHERE: Ottawa County Fillmore Complex, West Olive, MI (Map). Enter parking lot B, forum is in main conference room of the County Administration building, second floor, west wing.

University of Washington

UWLooking forward to visiting the University of Washington later this month. I will deliver a research presentation at the Evans School of Public Policy and Governance. I was on the faculty of the University of Washington Information School from 2005-2011 and held adjunct appointments in the College of Engineering and the Evans School.

Taking Information Systems Seriously in Public Management and Public Policy Research

Information systems are fundamentally transforming how we manage public institutions and conduct public policy. Yet, even a causal glance at the mainstream public management and public policy research outlets reflects a glaring omission of serious research into information systems when it comes to their design, management, governance, and evaluation. This state of affairs is not acceptable given the critical nature of information systems and their potential to impact how we govern. Consider several recent incidents: the FBI agitating Apple to unlock the mobile phone of one of the San Bernardino attackers; questions over regulation related to drones or the sharing economy; the Cybersecurity National Action Plan and new measures to protect critical infrastructure in the wake of growing cyberattacks; effective deployment of complex information systems such as healthcare.gov; and ethical and control questions related to big data and predictive analytics. These are just a handful of information system disruptions transforming public management and public policy. As investment in information technologies and the policies, programs, and services they enable, continues to rise, we desperately need active engagement by public policy and management scholars. Drawing on over three years of research in both traditional and emerging information systems, I will highlight opportunities to fill this gap and advance the management and impact of information systems.

For more information, please click here.