Posts

AI and India – Brookings #TechTank

As artificial intelligence technologies take over larger number of tasks, India will face unique impacts of automation relative to other countries. With its large and young population, advances in AI will affect India in aspects from jobs to quality of life. Incidentally, the Indian economy is currently ill-equipped to face the advent of automation and AI. To read more...

Spatial-Temporal Effect of Household Solid Waste on Illegal Dumping – Journal of Cleaner Production

Along with colleagues Wenting Yang and Bo Fan, at Shanghai Jiao Tong University, I have a paper accepted at Journal of Cleaner Production.

Spatial-Temporal Effect of Household Solid Waste on Illegal Dumping

Illegal dumping is an increasingly costly problem with profoundly negative consequences for the livability and sustainability of our communities. The problem of illegal dumping is particularly acute in the developing world. While the literature is rich in descriptive studies on illegal dumping, few studies leverage large-scale spatial-temporal data through innovative analytical tools to study the actual dynamics of household illegal waste dumping. Our study aims to fill this gap by developing a multilevel theoretical model with which to illustrate the impact of illegal dumping. We explore the spatial-temporal distribution of illegal dumping cases using data mining. Next, we integrate datasets reflecting different levels into a hierarchical data structure organized by membership function. We then use a hierarchical generalized linear model to validate our multilevel model. The results indicate that the spatial factors have a significant relationship with illegal dumping, whereas the direct influence of temporal and community-level factors on illegal dumping is insignificant. Furthermore, the moderating effect of management level and public order on the relationship between spatial features and illegal dumping is significant. Based on our results, we offer several suggestions for preventing illegal dumping.

Research Seminar: Andrew Young School of Policy Studies, Georgia State University

Looking forward to my visit to the Andrew Young School of Policy Studies at Georgia State University.

Date: January 14, 2019

Shaping the Future of Autonomous Systems in Society

Emerging technologies are fundamentally impacting and transforming all aspects of our society. I am particularly concerned with how technological innovations impact 1) the design of our public institutions, 2) the apparatuses through which we shape, implement, and evaluate public policies, and 3) our governance frameworks for public goods. All indications suggest that we are moving toward a world where autonomous systems will dictate how we interface and interact with other agents and objects in our society. We can take advantage of emerging technologies to make our societies more livable, just, resilient, and sustainable. To realize this future, we need active and sustained engagement by scholars across a myriad of disciplines, especially public policy and management.

Public policy and governance scholars have largely been absent when it comes to engineering efforts related to the design and deployment of autonomous systems and policy debates that will shape their impact on our society. In this talk, I will outline why we need active engagement by public policy and management scholars during phases of autonomous systems development and implementation. Examples will be drawn from over a dozen research engagements that have studied emerging technologies in the public sector, from predictive analytic systems to blockchain, social media platforms, and machine learning algorithms. I will outline key governance dilemmas and policy challenges confronting public agencies as they try to keep up with the rapid pace of technological innovations.

Fragile Cities in the Developed World: A Conceptual Framework

J. David Selby (PhD Candidate, School of Public AffairsArizona State University) and I have an article accepted in Cities.

Abstract: Cities, like any complex adaptive systems, may become increasingly fragile if not properly managed. To date, the literature has focused primarily on the examination of cities within fragile countries. This has resulted in a dearth of studies that have looked at how developed (or even advanced) cities that operate in relatively stable countries and/or environments might allow unresolved issues to accumulate in the city: degrading its ability to function. Studying fragility in developed cities is a worthwhile undertaking given their economic, social, and political significance. This paper puts forth a conceptual framework to understand the nature of fragile cities in the developed world. Our framework frames fragility as a function of unresolved fractures of social compacts that degrades a city’s ability to function over time and stress exacerbates its effects. Drawing on over two dozen incidents from developed cities, we ground the framework and illustrate its value.

To download a copy of the paper, please visit SSRN.

 

ICMA Research Fellow 2018-2019

ICMA Press Release (October 23, 2018) - "ICMA has selected its inaugural group of research fellows, recognizing outstanding action-oriented research approaches to deal with local governments’ most pressing issues. Fellowships will fund four thought leaders to study topics ranging from equity measures for managing urban performance to developing successful innovation training programs for local officials, adding to ICMA’s vast knowledge base of research and leading practices in local government leadership and management. "

To read the full press release is available here.

Shanghai Jiao Tong University – Oct 17-29

I will be spending two weeks in China at Shanghai Jiao Tong University. During my visit, I will create research partnerships with colleagues in academia, industry, and the public sector. I will deliver two public lectures during my visit.

Oct 23: Shaping the Future of Autonomous Systems in Society

Emerging technologies are fundamentally impacting and transforming all aspects of our society. I am particularly concerned with how technological innovations impact 1) the design of our public institutions, 2) the apparatuses through which we shape, implement, and evaluate public policies, and 3) our governance frameworks for public goods. All indications suggest that we are moving toward a world where autonomous systems will dictate how we interface and interact with other agents and objects in our society. We can take advantage of emerging technologies to make our societies more livable, just, resilient, and sustainable. To realize this future, we need active and sustained engagement by scholars across a myriad of disciplines, especially public policy and management.

Public policy and governance scholars have largely been absent when it comes to engineering efforts related to the design and deployment of autonomous systems and policy debates that will shape their impact on our society. In this talk, I will outline why we need active engagement by public policy and management scholars during phases of autonomous systems development and implementation. Examples will be drawn from over a dozen research engagements that have studied emerging technologies in the public sector, from predictive analytic systems to blockchain, social media platforms, and machine learning algorithms. I will outline key governance dilemmas and policy challenges confronting public agencies as they try to keep up with the rapid pace of technological innovations.

Oct 27: Digital Governance in a World of Autonomous Systems

Emerging technologies are fundamentally impacting and transforming all aspects of our society. I am particularly concerned with how technological innovations impact 1) the design of our public institutions, 2) the apparatuses through which we shape, implement, and evaluate public policies, and 3) our governance frameworks for public goods. All indications suggest that we are moving toward a world where autonomous systems will dictate how we interface and interact with other agents and objects in our society. We can take advantage of emerging technologies to make our societies more livable, just, resilient, and sustainable. We need bold imagination and action to shape the future we want. This talk will outline how the public sector can take a leadership role in the design, development, and deployment of autonomous systems.

The October 27th take place as part of the 2018 Global Cities Forum.

I hold a distinguished visiting research fellow appointment at the China Institute for Urban Governance at Shanghai Jiao Tong University

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.