Showing posts with label Resilience. Show all posts
Showing posts with label Resilience. Show all posts

Wednesday, August 5, 2026

Cresting the Summit of the Mount for a Second Time – Still a Thrill

 

This afternoon I received news that literally got me leaping out of my chair in happiness; we did it again!  You ask, what did we do again?  Achieve Gold, LEED for Communities Gold for the New York Olympic region.  If you have not read it, you may want to go back and read the post I made on 15 September 2019:  https://backusec.blogspot.com/2019/09/going-for-gold-and-making-it-my-our-new.html.  Once you have, you will get a large part of the background on what this meant then, and even more so now as we accomplished a full recertification of the same community using the most up to date version of the LEED for Communities rating system, achieving the same certification level even as it required us to meet even higher standards and having an even more robust submission.  As I wrote in this email to many today, this is a significant and summit type moment:

 

“Mayor Devlin, Supervisor Preston, Former Supervisor Doty, LPCSD Superintendent Seymour, ORDA CEO Walden, & Clarkson President Larson,

 

I am proud to relay to you the news below regarding the New York Olympic Region being re-ecertified at the GOLD Level of the LEED for Communities rating system.  This is a significant accomplishment for your community and represents your leadership as a sustainable and resilient community among the top across the globe.  It also is an acknowledgement of much more than just a certification effort, but a journey that your community has been on for decades.

 

As you know many community members have been a part of this effort, inclusive of a steering committee representing the town, village, school district, and ORDA (esp. Dean Dietrich, Marc Galvin, Haley Breen, Jackie Kelly, & Tammy Morgan).  Supported by ORDA's funding, and relying on undergraduate students to do the heavy lifting, we embarked on the recertification journey as part of Clarkson's Adirondack Semester in the Fall of 2023.  While it has taken longer than we expected, we achieved the goals we started out with in this effort to "Go for Gold" again; following up on our initial Gold level certification in 2019.  What has been great is how this has paralleled the Town & Village comprehensive planning efforts, ORDA's program development, community sustainability efforts through the school and elsewhere, and so much more while we have pushed forward on this global third party validation of your efforts.

 

I wish to give a special thanks to Ms. Maria Suffredini (EnvS&S, '25) and Ms. Rochelle Daniels (EnvE '26) who were the primary members of the student certification team pulling together our final submission and staying through to the end of this process.  I believe this is the first ever recertification of a community to LEED recertification standards by undergraduate students anywhere in the world.  I also want to thank the multi-institutional Sustainable Holistic Planning Systems (SHPS) research team who have been under-girding these efforts since 2018 with scholarship and support of students at both Clarkson and Syracuse University as well as now at the Universidad de Granada in Spain.  Finally, I want to thank the team at USGBC, especially Dr. Vatsal Bhatt and Ms. Hilari Varnadore, for their support on these efforts throughout.

 

We will await more details from GBCI as to next steps.  That said, I am sure you will be beaming as much as I was in hearing this good news.  Congratulations to all!!

 

Yours,

 

Erik C. Backus, Ph.D., P.E., LEED AP BD+C, ENV SP, FMP

Professor of Practice & Howard E. Lechler ’48, MS ’53, HD ’78 Endowed Director

Construction Engineering Management Program

Clarkson University”

 

As I indicated in 2019, and now say here, boy does it look great from the summit of the Olympic mountain.  I often have wondered what it is like to be a multiple gold medal winner, and now I can honestly say, the rush is almost identically the same.  And much of this has to do less with me, and much more, just like then, with the accomplishments of the students, the community, and all the other people that made this possible.  Like Herb Brooks might say, “now is our time”!  And Al Michales, to answer your question from 1980, yes, I do believe in miracles, especially those that strike more than once.

 

Akin to the original certification, this represents several firsts, namely this is the first recertification of a LEED Community that is:

1.      multi-jurisdictional, representing 4 different and collaborating municipalities and authorities

2.      an Olympic host site community

3.      a community with a tourist centric economy community

4.      entirely within a world renowned State Park, including parts of the Adirondack reserve

5.      executed by collegiate level students guided by faculty immersed in a non-urban community

 

I don’t know yet when the formal presentation will be, but you can be assured it will be all smiles.  And I very much look forward to being able to share this story for many years to come.  Not only did we help this amazing magical place achieve initial certification, we proved that because of those efforts and all they have and continue to do to make their community the best that it can be, they were recertified as a demonstration of all they have and will accomplish, together for the betterment of all.  I couldn’t be prouder of all involved and thankful for the partnership that has allowed it to happen.  This Gold has a very powerful glow to it, and I am so glad to have been in service to something much bigger than all of us could have imagined.  We did it, again!  So cool.  And as I ended the last post, now we are upward and onward to the next, amazing and sustainable goal.

 

 

Tuesday, August 15, 2023

The High Risk in Risk Aversion

One of the things that I have learned by being a construction professional and US Army officer, is that risk is a thing that needs to be managed. I learned early on, and have had it reinforced through practice, that all risks should be managed by the party, in any construction project/mission, that has the best tools and control of that risk in the effort. To that, I want to be clear, to manage risk is to not avoid risk or be averse to risk, because doing so only shifts the risk away from your control or awareness, and is almost always the riskier proposition.

What do I mean by this? Let’s start with my experience on the contractor/construction manager/executor side of things. One of the pesky things that happens in any construction project/military mission is the need to maintain physical safety protocols and conduct cleanup/housekeeping. Safety is a paramount focus on any construction or military training site. There are oodles of training sessions given and ongoing emphasis to make sure jobs are “safe”. The reality is that construction has numerous and varied ongoing risks to personal life and limb throughout the process. It’s just a risky business in that way. And it requires diligence and an “all hands on deck” approach to mitigating those risks from becoming a hazard that could hurt someone. So when it comes to making sure we have all of the safety measures in place, who holds responsibility is a matter of a “both everyone and no one” quandary. By that, I mean technically everyone from the worker to the employer to the owner has the responsibility to take ownership of job site safety, but that also means no one individual has ultimate responsibility for all, each and every, of the job site safety measures.

As a contractor/executor side of this, I’m probably the best person to manage safety focused risks on the job site. But how does it get done? In working for several organizations, I can tell you there’s a range of responses. On one extreme, one approach by the CM/GC was to assign this entirely to the trade contractors (primarily through the various trade contracts), without any real mechanism to ensure that there was consistency across how said trade contractors approached or executed their safety measures. This risk averse approach, took all liability away from the firm I worked for at the cost of creating varied and in some cases inherently more risky conditions.  One such example was as it related to how labeling protocols resulted in floor hole coverings that had one person mistake it for a work platform before they were told it wasn’t safe location to work. Or another example was where a trade contractor would orally promise to use chain link fencing to barricade a part of the site, to only opt to later install orange plastic construction barrier (a significant downgrade), to which there was not any real recourse. This “hands off” because “we don’t own it” approach was problematic at best and (based on the random/perhaps not random OSHA inspection we went through) was lucky not to cause serious injury.

This was as opposed to another firm I worked for that literally had prescribed safety boards for each site, with mandated first aid and other PPE kits, a required safety manual (that subs had to sign off on), regular and educational safety inspections, and a “we want to control our sites” approach to job site safety. It was night and day. Yes, we took on, because of our direct involvement as the GC, liability as a result of having trade contractors comply to our standards. But, by doing so we actually reduced the risks on the job and resulted in no recorded injuries across numerous job sites over many years (reducing actual liability exposure, with a corresponding decreased premium rate). It was clear then, as much as it is clear now, taking the risk averse approach only heightens and actually creates more risk. I had similar experiences working on the owners side, where in one case “it’s all the contractor’s responsibility” risk averse approach was the mantra as opposed to “this is our installation, and we have to take case of everyone on it, even the workers of the contractors on site” approach. The latter was a clear example of an underlying philosophy that one should own/embrace the risk so you can manage it effectively.

And this applies beyond construction. It can be in financial matters, political decision making, and even operational approaches.  Recently, I was discussing the need to update the computer purchase recommendations for our academic department for incoming students. Some years ago, prior to and upon my assumption of the role of Department Executive Officer (XO), it was abundantly clear that the general university computer recommendations were just not sufficient for upper division courses in our area, because the university base model was based on functionality at the least common denominator level for all programs (resulting in a lack of disk space, memory, etc. for various applications in engineering). The previous leadership took the risk averse approach, in that they didn’t want to be held responsible for recommending something different than the IT department had given as they’d have to answer if those recommendations were insufficient or more expensive (eg they’d get blamed not the department leadership). I, on the other hand, was much more concerned with the complaints that were regularly being voiced, and corresponded to, about how we should have told them they needed X or Y capacity and how they couldn’t use their laptop to do course work because they were seriously deficient (thus relying on campus computer labs, which became an acute problem during the COVID pandemic). The question was which risk are you dealing with? Being held to account for telling people what they need or being held to account for failing to do so?

My approach was not the risk averse one, it was the risk management one. I drafted a memo, laying out open ended but specific specs, making clear the pros and cons of what was needed and giving two levels. Knowing well that most families only buy a laptop only once for their loved one’s collegiate experience, they were written to enable the computer purchased upon arrival to, more likely than not, function all the way to the end of that experience and still keep up with software updates 4 to 5 years hence. You know how many complaints we received? Zero, none, nada, not even a one. There were some concerns raised once or twice about cost, but once they were aware of the intent (laid out up front of the recommendations as a clear rationale for them), in every case they were thankful. And more often than not, when parents, students, and others would ask about similar recommendations for other majors, the refrain was “I wish others did this too so we’d know what to buy that would last the duration”. Yes, there’s a risk in putting out something that went above and beyond what IT put out, but what was the down side? Appreciation and an exhibition of better performance for the students with an ending of the constant litany of complaints on why they didn’t know answer couldn’t function the way they wanted to?  Was that really a problem? The bigger risk? Answer, no.  They’re really weren’t any downsides at all, other than having to periodically update the recommendations. Managing the risk, in other words, was less risky than avoiding or being averse to it. WE have the responsibility to make OUR students be in the best position possible to succeed in OUR curricula in OUR department based on what WE know. We can and should manage this risk and not leave it up to others who know less, are less likely to receive the complaints, and are less equipped to resolve the problem ahead of it becoming a problem.

Risk management is about knowingly and carefully assuming risks while putting in place mechanisms and tools to mitigate the potential downsides of those risks should they occur (as well as building in capacity to deal with the unknowns).  Life is risky, period. Everything we do has risks. Some are greater and others smaller. And, yes, there is absolutely such a thing as taking on too much risk. But here is the thing, avoiding risk, being risk averse, is actually doing just that, assuming too much risk. It’s an attempt to push out of the way that thing that you have a very important part of the pie in addressing. The mere fact you’ve chosen to avoid or be averse to it doesn’t make the risk go away. No you’ve made a deliberate choice (a bad one I’d surmise). It just means others (or no one) is going to manage it, and they may or may not do it well or be equipped to address it so as to not have the downsides actually occur. That is inherently the more risky proposition. While I fully get that it’s prudent to insulate yourself from financial and other legal liability, especially in a litigious environment like the United States, that doesn’t mean you avoid risk. There are tools for those things, like insurance, peer review, checks and balances, and so forth. But none of those are avoiding or being averse, they are part of a comprehensive risk management process that enables you to better address the risks. And they also help you avoid the trap of perceiving risks that aren’t really there (or if they are they were just ones you’ve been blind or adverse to recognizing and managing properly).

In conclusion, manage risk don’t be averse to it.  And in that, risk, if you’re going to choose to avoid it and do a stiff arm against actively managing it, it either a) needs to not be a risk at all (and not an opportunity either, meaning it’s a waste of time), b) you have 100% confidence in whomever or whatever will be in place to manage it outside your control, OR c) you’re fully willing to accept the consequences when your aversion ends up biting you in the proverbial forth point of contact.  Any of these should be a last resort to working to managing the risk appropriately and by the best parties to do so effectively.

Monday, March 16, 2020

Resilience in the age of COVID-19



Today is 16 March 2020 and I am writing this post to “clear the air” regards to the realities and challenges of the ongoing COVID-19 crisis that is striking the globe.  Now, I am not a medical professional, an immunologist, a public health professional, or even a biologically focused person.  I do, however, listen and know many of these people.  I also read carefully and respectfully what the experts are putting out for us to digest.  This said, however, I am also a person that knows quite a bit about emergency planning and emergency response thanks to specific assignments and experiences in the US Army.[1]  Further, in my work at George Mason University and at Clarkson University studying and executing preparations to build resilience of campuses and communities, I can also speak to how we can and should react so as to best mitigate the effects of any kind of disaster, including an infectious disease crisis.  It is from that perspective, therefore, I will begin and end this discussion.

To begin with, resilience, simply put is the ability of a system, a society, or an individual, to “bounce back” from a disruption, trauma, disaster, or other stressor.  Here is how Merriam-Webster defines reliance:

“noun
1: the capability of a strained body to recover its size and shape after deformation caused especially by compressive stress
2: an ability to recover from or adjust easily to misfortune or change”[2]

To that end, one of the most popular ways to depict and describe the topic of resilience is using the reliance curve (also known as the critical functionality curve for resilience) as illustrated in Figure 1:

Figure 1. General form of the resilience curve as defined by rebound

For more on this curve, what it describes and useful for as well as its critiques and limitations, please watch this very informative set of videos by a colleague of mine, Dr. Thomas Seager of Arizona State University, made with others from the Naval Post Graduate School, in the area of speaking about infrastructure:

Critical Functionality Curve (1 of 3) for Resilient Infrastructure – Explanation:  https://www.youtube.com/watch?v=uX9Evd5374s.[4]
Critical Functionality Curve (2 of 3) for Resilient Infrastructure – Critique:  https://www.youtube.com/watch?v=HSIYsyDyEdw[5]
Critical Functionality Curve (3 of 3) for Resilient Infrastructure – Alternatives:  https://www.youtube.com/watch?v=L1OhvCzDF74[6]

Thus, what is critical to understand is that the recovery time and total functional rebound from an event is dependent upon the depth of absorption required of the system, society, or individual.  To that end, efforts to build resilience focus on how to both minimize the stressors as well as increase the capacity to absorb said stressors.  Thus preparation and learning can aid in the latter (capacity to absorb) and anticipation of, and adaption during, the acute trauma or stress enables the ability to aid in the former (minimize the stressor).  In the current crisis regarding the COVID-19 outbreak, we are no longer in a preparation stage nor are we in an anticipation stage (it is here).  While we are certainly constantly learning, where we are now is in the stage where we need to adapt in order to mitigate the depth of absorption our systems must take, lest they are unable to recover.

This brings us then to the nature of this crisis and the nature of what the COVID-19 virus means to our social and medical systems.  One of the best ways to get a handle on what the COVID-19 crisis is doing is to check out the John’s Hopkins live mapping tool for tracking cases of the disease:  https://www.arcgis.com/apps/opsdashboard/index.html#/bda7594740fd40299423467b48e9ecf6.  What is important to track is the graphic on the bottom right of the chart, shown here as Figure 2:

Figure 2. COVID-19 Virus spread over time, as of 16 March 2020

So you will note, in this tracking tool, that while the rise in Chinese cases occurred earlier (late January through mid-February), the rest of the world is having a much higher spike (driven largely by the European cases) well in advance of the rate of the Chinese cases per day.  The Chinese rate of infection, we have to remember, was, in part, initially hidden but also a result of extreme restrictions on behavior, which have now resulted in a leveling out of the infection rate.  What we are seeing elsewhere ought to alarm us, as we have seen situations like this before, historically, and in open societies, we are wont to take the draconian measures the Chinese have taken.

Let us touch first on the history.  In 1918, at the end of World War 1, an outbreak of a new disease, termed “the Spanish Flu,” broke out across the world.  This virus was not traditional influenza, but an H1N1 avian flu disease.  What makes this similar to the contemporaneous COVID-19 outbreak, is that this was a novel virus that had not struck before.  For that reason, like today, “[w]ith no vaccine to protect against influenza infection and no antibiotics to treat secondary bacterial infections that can be associated with influenza infections, control efforts worldwide were limited to non-pharmaceutical interventions such as isolation, quarantine, good personal hygiene, use of disinfectants, and limitations of public gatherings, which were applied unevenly.”[8]  To that note about uneven application, the following chart, Figure 3, is illustrative of the effects in two communities, Philadelphia, PA and St. Louis, MO. 

Figure 3. Effects of social distancing on the 1918 flu epidemic

Succinctly, the chart illustrates what happened when social distancing, as an adaptive measure, was applied and when it was not.  The consequence was that failure to implement an effective adaption strategy resulted in system overload and a serious spike in deaths as a result of the outbreak.  Returning to the resilience curve, the system was not able to absorb the impact and thus resulted in many more deaths than when adaptive measures were employed.  As is seen in the St. Louis case infections and deaths still occurred, but that both the intensity (number of deaths per day) as well as the magnitude (total number of deaths; area under the curve) was minimized.  Again, when it was a novel disease outbreak, a stressor to use resilience language, adaptive measures were critical to ensuring a better rebound and recovery from the disaster.

Many have inappropriately categorized this outbreak as being nothing other than a “flu breakout”, going as so far as to say and cite that there have been more deaths as a result of influenza this year, so far, as have been from COVID-19.  Were this 1918, that might be an apt comparison, but this is 2020.  As such, when it comes to influenza in 2020 as it compares to COVID-19 in 2020, several things are critical to consider.  First, for the flu we have a vaccine and we have treatment regimens that don’t require hospitalization in large numbers within short periods of time.  Second, making it worse, the mortality rate (number of deaths per incident of known infection) is higher than we see in contemporaneous flu strains,[10] both as a consequence of the lack of a good preventative as well as its mode of attack in the body.[11]  Third, this is a novel virus, so tracking the cases has not been as good as we do with the flu, but what we’ve seen so far is much more concerning.[12]  Fourth, the rate of infection (the slope of the curve), is not as steep for flu (illustrated in Figure 4) as for COVID-19 (illustrated in Figure 5).  So the problem here is the RATE of infection is exceptionally high (we are currently tracking with Italy and Iran) with a treatment requirement that uses a high amount of resources (it’s a pneumonic disease requiring ventilators in many cases), without a known pharmaceutical solution (either as a vaccine or a drug treatment regimen).

Figure 4. Cumulative Rate of Confirmed Influenza Hospitalizations

Figure 5. Cumulative Rate of Confirmed Influenza Hospitalizations


Returning then to resilience as a way to analyze this problem, what is needed is to slow the rate of infections to allow us to a) buy time so we can get a better non-hospital treatment in place (which may not happen for another 12-18 months),[15] and b) not overwhelm the limited hospital based resources we have (roughly 35 ICU bed per 100,000, unevenly distributed around the country).[16]  To do that, we need to do things to slow the spread and prevent those most vulnerable from getting it inadvertently (noting that, again unlike the flu, the incubation period can be over 14 days from contact to symptoms appearing).[17]  This means, to use a hypothetical, that 4th grade Julie can have contracted the virus from neighbor Bill and consequently share it with her whole class including Bobby, Shelly, and Bart who all live with their ailing grandparents who are particularly susceptible and have a higher mortality rate.  What we need to do is follow the public health recommendations to keep physical separation and work to curtail anything non-essential.  The reason for this is that what has been termed “social distancing” is an adaptive tool that has proven effective to slow the rate of the spread of the disease, so as to make its transmission and treatment manageable.  This is illustrated in the chart below, Figure 6.

Figure 6. Social distancing effect on cumulative cases of corona virus

All of this requires us to maintain a level head and manage the adaption process carefully but swiftly so as to address the crisis in the best way possible.  Our goal is to engage in adaptive capacity while at the same time not compromising the systems that are responsible for absorbing the impact of this stressor.  To that end, we need to take this in a measured serious way.  For instance, we need to recognize that by running out and hoarding goods, we are likely to make the situation worse or take away from those in greater need than ourselves.  We still need to have access to basic needs and we still have to have the ability to have medical services operate effectively.  This means we’ve got to have truckers on the road and shippers shipping and fuel stations for the above, and so on and so forth.  Yes, we need to keep all of that to a minimum, and we need to keep the interactions between everyone to as small a set of numbers as possible, but we can’t “close everything”, otherwise we’ll exacerbate the problem by not getting the needed supplies and personnel to where it’s needed as well as have people not having the things they need to survive at home.  We also need to recognize that what we are trying to do is to slow the rate of infection, not stop the infection itself.  We can’t currently stop it (as articulated above) and engaging in mass psychosis about being infected will only heighten fears that lead to non-rational behaviors and longer term damage than the disease itself.[19]

So, what do we need to do to accomplish that.  First, we need to minimize our physical space contact with one another.  Avoid large gatherings, avoid places where significant infection is underway, and avoid doing anything that is not necessary.[20]  If you can work from home, we need to move to that mode.  Further, we need to support mission critical workers (health workers, emergency management professionals, military members, public service employees, key logistics support members, etc.) with having patience and forgoing on-demand items as well as only buying and getting what you need.  Luckily, we have technology we can rely on to make much of this happen.  But we also have to recognize not everyone is so equipped, so we also need to look out for our neighbors and families and help where we can.

Next, get with your public officials and deliver the message that they need to lead us by telling us we have to make some sacrifices in the short-term hardship now to avoid widespread devastation later.  Do so, however, by telling them to shut-down all non-essential services and carefully keep running, and manage well, the absolutely minimally essential services and goods to see us through.  Do NOT insist on having them “close everything,” which will only stoke fear and cause problems for the overall response system that we are relying on.  To that end, public language needs to be very clear to say what we mean and mean what we say.  This means we have to have leadership not obscure facts nor heighten fears, but instead provide steady, concerted and concerned messaging that follow the best advice our public health community can provide us.[21]  And these leaders do have to make the tough choices that will require us to forgo wants (as compared with bonafide needs) until we can have better handle on the rate of infection and have treatments that can mitigate mortality rates across the board.

Finally, we ought to remain humble enough to pray or otherwise connect with our spirituality.  Some may see this assertion as inappropriate for an otherwise academically focused post.  That, however, is actually false.  Spirituality has been shown in several studies to be a key coping mechanism that enables greater resiliency to traumas.[22]  To that end, if not already making this connection, I would encourage us to do so amidst this challenge to ourselves and our broader society.  This may not be by going to your normal worship services if that is your norm, but it does mean that we should connect with one another and with our spiritual side to enable us to have the necessary hope from which to build as we recover from this stressor.  We are in this together and its key that we make that a priority.

To conclude, what we in the resilience community know is that we need to do our best, in the midst of a crisis to adapt and to minimize the core disruptions so that we can reduce the depth of impact and amount of time to recovery.  This is not the end, this isn't the Black Death, but a disruption; one we can and will recover from.  To that end, we need to do all of the above to stay resilient and enable us to come out as well as we can on the other side.  Thanks and all the best to you and all of us in these challenging times.





[1] one of which was a 3-year stint at a FEMA liaison officer at the Pentagon dealing with many a crisis from Super-storm Sandy to fires in California to the Ebola virus outbreak in west Africa.
[2] “Definition of RESILIENCE,” accessed March 16, 2020, https://www.merriam-webster.com/dictionary/resilience.
[3] Azad M. Madni, Dan Erwin, and Michael Sievers, “Constructing Models for Systems Resilience: Challenges, Concepts, and Formal Methods,” Systems 8, no. 1 (March 2020): 3, https://doi.org/10.3390/systems8010003.
[4] Critical Functionality Curve (1 of 3) for Resilient Infrastructure - Explanation, accessed March 16, 2020, https://www.youtube.com/watch?v=uX9Evd5374s.
[5] Critical Functionality Curve (2 of 3) for Resilient Infrastructure - Critique, accessed March 16, 2020, https://www.youtube.com/watch?v=HSIYsyDyEdw.
[6] Critical Functionality Curve (3 of 3) for Resilient Infrastructure - Alternatives, accessed March 16, 2020, https://www.youtube.com/watch?v=L1OhvCzDF74.
[7] “Coronavirus COVID-19 (2019-NCoV),” accessed March 16, 2020, https://www.arcgis.com/apps/opsdashboard/index.html#/bda7594740fd40299423467b48e9ecf6.
[8] “1918 Pandemic (H1N1 Virus) | Pandemic Influenza (Flu) | CDC,” June 26, 2019, https://www.cdc.gov/flu/pandemic-resources/1918-pandemic-h1n1.html.
[9] Carolyn Y. Johnson et al., “Social Distancing Could Buy U.S. Valuable Time against Coronavirus,” Washington Post, accessed March 16, 2020, https://www.washingtonpost.com/health/2020/03/10/social-distancing-coronavirus/.
[10] “No, Coronavirus Isn’t ‘Just Like The Flu’. Here Are The Very Important Differences,” accessed March 16, 2020, https://www.sciencealert.com/the-new-coronavirus-isn-t-like-the-flu-but-they-have-one-big-thing-in-common.
[11] “Yale New Haven Health | Influenza (Flu) vs Coronaviruses,” accessed March 16, 2020, https://www.ynhhs.org/patient-care/urgent-care/flu-or-coronavirus.
[12] “Yale New Haven Health | Influenza (Flu) vs Coronaviruses.”
[13] CDC, “Weekly U.S. Influenza Surveillance Report (FluView),” Centers for Disease Control and Prevention, March 13, 2020, https://www.cdc.gov/flu/weekly/index.htm.
[14] Dylan Scott, “How the US Stacks up to Other Countries in Confirmed Coronavirus Cases,” Vox, March 13, 2020, https://www.vox.com/policy-and-politics/2020/3/13/21178289/confirmed-coronavirus-cases-us-countries-italy-iran-singapore-hong-kong.
[15] “Coronavirus Vaccine: Development, Timeline, and More,” accessed March 16, 2020, https://www.medicalnewstoday.com/articles/coronavirus-vaccine.
[16] “SCCM | United States Resource Availability for COVID-19,” Society of Critical Care Medicine (SCCM), accessed March 16, 2020, https://sccm.org/Blog/March-2020/United-States-Resource-Availability-for-COVID-19.
[17] Tomas Pueyo, “Coronavirus: Why You Must Act Now,” Medium, March 15, 2020, https://medium.com/@tomaspueyo/coronavirus-act-today-or-people-will-die-f4d3d9cd99ca.
[18] Pueyo.
[19] “How Fear of Contagious Diseases Fuels Xenophobia,” Stanford Graduate School of Business, accessed March 16, 2020, https://www.gsb.stanford.edu/insights/how-fear-contagious-diseases-fuels-xenophobia.
[20] Pueyo, “Coronavirus.”
[21] Pueyo.
[22] Julio F. P. Peres et al., “Spirituality and Resilience in Trauma Victims,” Journal of Religion and Health 46, no. 3 (September 1, 2007): 343–50, https://doi.org/10.1007/s10943-006-9103-0.