Using NYC 311 Call Center Data to Assess Short- and Long-Term Needs Following Hurricane Sandy

Author(s):  
Adriana Eugene ◽  
Naomi Alpert ◽  
Wil Lieberman-Cribbin ◽  
Emanuela Taioli

Abstract Objectives: Hurricane Sandy made landfall across New York City (NYC) in October 2012, but the long-term consequences of the storm are still not fully understood. We analyzed NYC data to quantify the extent of Hurricane Sandy-related concerns over time. Methods: Data on NYC 311 Call Center inquiries were downloaded from the NYC Open Data website (October 29, 2012 to May 26, 2020) to provide information about Sandy-related calls using the keywords “Hurricane” and “Sandy”. Results: In the first 2 wk after Hurricane Sandy, 15.6% of 311 calls were related to the storm. From 2012 to 2020, the volume of inquiries decreased from 87,209 to 25. The majority of calls in 2012 (49,181; 56%) was requesting general Hurricane Sandy information, and in 2020 assistance with property restoration (20; 79%) Conclusions: The long-term consequences of Hurricane Sandy in NYC persist into 2020, almost 8 y after the initial event. The needs of Hurricane Sandy victims have changed over time from requiring general information regarding closures, property destruction and immediate disaster relief to aid with legal, financial, and mental health consequences. Disaster response policy-makers must understand the changing needs of NYC residents to provide resources and prepare for future disasters.

2017 ◽  
Vol 21 (4) ◽  
pp. 139-150 ◽  
Author(s):  
William Solecki ◽  
Robin Leichenko ◽  
David Eisenhauer

AbstractIt is five years since Hurricane Sandy heavily damaged the New York- New Jersey Metropolitan region, and the fuller character of the long-term response can be better understood. The long-term response to Hurricane Sandy and the flooding risks it illustrated are set in myriad of individual and collective decisions taken during the time following the event. While the physical vulnerability of this region to storm surge flooding and climate change risks including sea level rise has been well-documented within the scholarly literature, Sandy’s impact placed decision-makingpost extreme events into the forefront of public and private discussions about the appropriate response. Some of the most fundamental choices were made by individual homeowners who houses were damaged and in some cases made uninhabitable following the storm. These individuals were forced to make decisions regarding where they would live and whether Sandy’s impact would result in their moving. In the disaster recovery and rebuilding context, these early household struggles about whether to leave or stay are often lost in the wider and longer narrative of recovery. To examine this early phase, this paper presents results of a research study that documented the ephemeral evidence of the initial phase of recovery in coastal communities that were heavily impacted by Hurricane Sandy’s storm surge and flooding. Hurricane Sandy and the immediate response to the storm created conditions for a potential large-scale transformation with respect to settlement of the coastal zone. In the paper, we examine and analyze survey and interview results of sixty-one residents and two dozen local stakeholders and practitioners to understand the stresses and transitions experienced by flooded households and the implications for the longer term resiliency of the communities in which they are located.


Author(s):  
Heather Thompson-Brenner ◽  
Melanie Smith ◽  
Gayle Brooks ◽  
Dee Ross Franklin ◽  
Hallie Espel-Huynh ◽  
...  

The primary goal for this session is for clients to explore and learn how emotional experiences unfold. This allows clients to learn from their emotional experiences and how these experiences can influence their later behaviors and emotions. During this session, clients learn the steps that unfold over time in emotions: antecedent (A, what happened before), response (R, which includes thoughts, physical sensations, and behaviors/urges), and consequence (C, what happens after). Clients learn to look for patterns in their emotional triggers. They also learn to explore short- and long-term consequences of their emotional responses. Form 8.1: The ARC of Emotional Experiences is introduced.


Res Rhetorica ◽  
2019 ◽  
Vol 6 (2) ◽  
Author(s):  
Clarke Rountree

Because the goals leaders and organizations seek typically require persistent engagement over time, rhetorical leadership has as a central concern the long-term consequences of the leader’s rhetorical choices. Although traditional rhetorical theory downplayed this long-term perspective in favor of the singular rhetorical engagement (such as a speech), rhetorical theorists have begun considering the rhetorical implications of persuasion wrought over the long-run. This essay applies rhetorical consequentialism, a theoretical perspective developed by the author, to explain the orientation and strategies the rhetorical leader must consider in longterm persuasion. Leaders must be concerned about consistency over time to avoid charges of waffl ing, delusion, lying, hypocrisy, and the like if they are to maintain their ethos and that of their organizations. They also should take positive steps to create the symbolic and material conditions for rhetorical success over the long run. The essay describes „constraint avoidance” strategies that limit inconsistencies over time, as well as „stage-setting” strategies that prepare the symbolic and material ground for future rhetorical success. The essay draws examples from American political rhetoric, especially that of Donald Trump, to illuminate these strategies. The essay concludes by considering the challenges and prospects of such strategies.


Agronomy ◽  
2021 ◽  
Vol 11 (9) ◽  
pp. 1811
Author(s):  
Patrick O’Brien ◽  
Roberta De Bei ◽  
Mark Sosnowski ◽  
Cassandra Collins

Decisions made during the establishment and reworking of permanent cordon arms may have long-term consequences on vineyard health and longevity. This review aims to summarise several of the important considerations that must be taken into account during cordon establishment and maintenance. Commonly practiced cordon training techniques such as wrapping developing arms tightly around the cordon wire may result in a constriction of the vascular system, becoming worse over time and disrupting the normal flow of water and nutrients. Studies have shown that other factors of cordon decline such as the onset of vascular diseases may be influenced by pre-existing stress conditions. Such conditions could be further exacerbated by water and heat stress events, an important consideration as these scenarios become more common under the influence of climate change. Vineyard sustainability may be improved by adopting cordon training techniques which promote long-term vitality and avoid a reduction in vine defence response and the costly, premature reworking of vines.


Author(s):  
Meher K. Prakash ◽  
Shaurya Kaushal ◽  
Soumyadeep Bhattacharya ◽  
Akshay Chandran ◽  
Aloke Kumar ◽  
...  

AbstractCurrent epidemiological models can in principle model the temporal evolution of a pandemic. However, any such model will rely on parameters that are unknown, which in practice are estimated using stochastic and poorly measured quantities. As a result, an early prediction of the long-term evolution of a pandemic will quickly lose relevance, while a late model will be too late to be useful for disaster management. Unless a model is designed to be adaptive, it is bound either to lose relevance over time, or lose trust and thus not have a second-chance for retraining. We propose a strategy for estimating the number of infections and the number of deaths, that does away with time-series modeling, and instead makes use of a “phase portrait approach.” We demonstrate that, with this approach, there is a universality to the evolution of the disease across countries, that can then be used to make reliable predictions. These same models can also be used to plan the requirements for critical resources during the pandemic. The approach is designed for simplicity of interpretation, and adaptivity over time. Using our model, we predict the number of infections and deaths in Italy and New York State, based on an adaptive algorithm which uses early available data, and show that our predictions closely match the actual outcomes. We also carry out a similar exercise for India, where in addition to projecting the number of infections and deaths, we also project the expected range of critical resource requirements for hospitalizations in a location.


Author(s):  
M. Mendl ◽  
D.M. Broom ◽  
A.J. Zanella

In view of the forthcoming UK ban on stall and tether housing for sows, the long-term consequences of housing pregnant pigs in alternative systems were assessed. The objective of the study was to examine the effects of two indoor group-housing systems on measures of the welfare of pregnant pigs, and to compare pigs housed in these systems with pigs housed in stalls. The study followed 63 female pigs from early life until their fourth pregnancy. A longitudinal experimental design was used to obtain information on how the pigs responded to their initial introduction to the three housing systems (during the first pregnancy), and how they adjusted to the systems over time (in the fourth pregnancy).


2014 ◽  
Vol 3 (3) ◽  
pp. 1-19 ◽  
Author(s):  
Pamela Wridt ◽  
John E. Seley ◽  
Scott Fisher ◽  
Bryce DuBois

This article demonstrates the potential of participatory mapping approaches to coordinate spontaneous volunteers and assist government agencies and humanitarian organizations in emergency contexts. The research focuses on one case study of a volunteer mapping project in the Rockaways in New York City to help communicate the needs reported by community members to outsiders after Hurricane Sandy. The map proved to be helpful in the coordination of relief efforts by volunteers and in understanding the variety of groups involved in emergency response. However, the map could not be sustained for long-term community recovery. The research offers new evidence of the potential contributions of spontaneous volunteers that can be leveraged, replicated and improved upon for future disaster planning and response. It also highlights the importance of volunteered geographic information in ensuring that emergency response is guided by the needs reported by citizens themselves, even if they do not have access to technology.


Author(s):  
James Braman ◽  
Ursula Thomas ◽  
Giovanni Vincenti ◽  
Alfreda Dudley ◽  
Karen Rodgers

With the increasing use of social networking tools and sites available, we must be mindful of the long-term consequences of posting information online. The combination of images, comments, and other personal data shape our online digital persona. Over time and throughout the lifetime of our many online profiles and digital identities, these representations and data become our digital legacy. When we pass away, it is this information that is left behind to represent who we are to other users, family, and friends. Additionally, all of the photos and other content remain online. In this chapter, the authors discuss the construction of one’s digital legacy and focus on the need for additional education about social networking usage for the future. Additionally, they present feedback from a study of college-aged students related to this topic and their views on social network usage.


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