Navigating the COVID Information Storm

[Music]

doctors and researchers

tell us that gatherings of more than 10

people is potentially

dangerous and can promote the spread of

covid19

those who understand the implications of

this disease are taking

data and turning into into information

so that the general public can make

decisions about their health

because of covet i am presenting this

talk virtually

i should be standing in a room full of

people right now

when it comes to the health of their

families women are the main decision

makers

we decide when it’s time to seek medical

treatment

when it’s time to get that vaccine and

how we’re

how we will manage the day-to-day for

our families

information is an essential tool for

decision making

and we are bombarded with information

every day that can

cause potential missteps that have

consequences

not only for our own lives but for the

lives of many others

the challenge we’re facing today is what

information

we should pay attention to that shapes

our decisions

what knowledge will help us make the

best decisions for ourselves

our families and our communities to stay

healthy during this pandemic

there is a constant storm of information

and it’s overwhelming

like all of you i’m exhausted by the

sheer amount of information

that is available i often wonder

how concerned should i be right now and

people will ask me how bad are things

really

well i work in public health i’m an

information and a statistician

and even i wonder what information i

should pay attention to

what i should disregard you know these

questions

inspired this talk thankfully we do have

ways of answering this these questions

while the pandemic is a moving target

there are ways we can

process information and respond to it

i reached out to an amazing group of

women epidemiologists

researchers and health educators to help

me to put together

a practical list of tips for managing

this covet information storm

today i’m going to present four of those

tips to you

the first is to look beyond the headline

think about how many coveted related

headlines you see

every day in the news here are just a

couple of the sensational examples that

i’ve seen during this pandemic

coronavirus is a human crisis beyond

most of our scariest dreams we will

actually need to restart society

and it actually may be the end of the

world as we know it

wow right so what do you do

when you see a sensational headline like

this

do you immediately repost it to your

social media

or do you read it and evaluate the

information

to see if the arguments make any sense

here’s an another fun example of a viral

headline that i’ve seen

how to quit your job move to paradise

and get paid to change the world now

that would be

great wouldn’t it but i bet most of us

are hesitant to repost that to our

social media right away

when you see a headline look beyond for

the substance

or do what i generally do and just move

on

second use multiple data points to make

decisions

we are bombarded minute by minute with

very specific numbers

like the number of coveted cases we seem

to

hang on that particular number and

many decisions are made because of it

just recently the covet case count in

fulton county which

includes the city of atlanta and is

actually where we’re standing right now

was around 30 000.

so but what does that number mean to us

without any additional context

you know it just sounds kind of scary

right

epidemiologists those who study disease

and track it tell us that we should look

at several

several things together not only the

number of cases

but also the case positivity rate and

the number of deaths

so now what if i told you that the

current case positivity rate in fulton

county

was around 4 and it was dropping

the point is that we need to take a step

back

take a deep breath and look at the

bigger picture

one statistic does not make a pandemic

you know a colleague once told me that

the easiest way to be wrong

when looking at a statistic is to focus

on a small and finite time frame

so the third tip is to question numbers

that represent a single point in time

instead look for a seven day rolling

average

and that’s just the average of the data

over seven days

the seven day rolling average adjusts

for when data is not reported or even

when it is

under-reported and why is this important

healthcare facilities and health

departments often do not

publish data on the weekends so you may

see

an a drop in the number of cases in the

drop in the number of deaths on a sunday

or a monday and then all of a sudden

you’ll see a spike on tuesday

what the seven seven-day rolling average

does is it takes that data and evens it

out

and provides us with a more

understandable trend

it brings that more realistic view of

those numbers

the final tip is that correlation does

not

imply causation now i know this one

sounds a little less practical

but hang in there with me because this

one’s really important

correlation is a mutual relationship

or connection between two or more things

and causation goes a step further

causation means that a change in one

thing

causes a change in another we often call

causation cause and effect

the point i want you to get is that just

because

two things are correlated does not mean

that one thing

causes another let me give you a simple

example

did you know that ice cream was

connected to shark attacks

both shark attacks and ice cream cells

increase like clockwork

every single year but

does a rise in ice cream sales cause an

increase in the number of shark attacks

well of course the answer is no

warm weather is actually one of the

culprits

more people are at the beach during warm

weather and hey that’s just where the

sharks happen to be hanging out

and ice cream is just a fantastic snack

on a hot sunny day

in the face of uncertainty data

turned into actionable information can

provide

comfort and help us make good decisions

today i’ve given you four practical tips

for managing information

and decision making that can be really

helpful during this pandemic

and can also be helpful in many other

situations

look beyond the headline use multiple

data points to make decisions

question numbers that represent a single

point in time

and correlation does not imply causation

in the midst of taking care of ourselves

and our families i want to remind you

that you should focus on yourself

women today need to be okay with taking

care of ourselves

take five minutes every day and just

exhale

enjoy that double scoop of cookies and

cream ice cream

without worrying that you just caused a

shark attack

we need to make sure that our cup is

full before we pour into others

remember we are all in this together

thank you

[Music]

you

[音乐]

医生和研究人员

告诉我们,超过 10

人的聚会具有潜在

危险,可能会促进新

冠病毒的传播19

那些了解这种疾病影响的人

正在收集

数据并将其转化为信息,

以便公众可以

做出关于 她们的健康

因为贪婪 我实际上是在做这个演讲

当谈到他们家人的健康时,我现在应该站在一个挤满了人的房间里

女性是

我们决定什么时候该寻求医疗的主要决策者

接种疫苗以及

我们将如何管理家庭的日常事务

信息是决策的重要工具

,我们每天都被信息轰炸,这些信息

可能导致潜在的失误,

不仅对我们的 自己的生活,但

对于许多其他人的生活,

我们今天面临的挑战是

我们应该关注哪些信息来塑造

我们 决定

哪些知识将帮助我们

为自己做出最好的决定

我们的家人和社区

在这场大流行

期间保持健康 信息不断涌现,

就像你们所有人一样,我已经被可用的

大量信息精疲力尽

我经常想知道

我现在应该有多担心,

人们会问我情况有多糟糕

我在公共卫生部门工作我是一名

信息和统计学家

,甚至我想知道我

应该注意

哪些信息我应该忽略你 知道这些

问题

启发了这次演讲 谢天谢地,我们确实有

办法回答这些问题,

而大流行是一个不断变化的目标

,我们有办法

处理信息并做出回应

我联系了一群了不起的

女性流行病学家

研究人员和健康教育工作者

今天我将整理一份实用的技巧清单,以管理这场令人垂涎的信息风暴,我将介绍其中的四个

给你

的软管提示首先是超越标题

想想你每天在新闻中看到多少令人垂涎的相关

标题

这里只是

我在这场大流行期间看到的几个耸人听闻的例子

冠状病毒是一场超越大多数人的人类危机

在我们最可怕的梦想中,我们

实际上需要重新启动社会

,这实际上可能是世界末日,

因为我们知道它是

正确的,所以

当你看到这样一个耸人听闻的标题时你会怎么

做,你会立即将其转发到你的

社交媒体

或 你会阅读它并评估

信息

以查看这些论点是否有意义

这是另一个有趣的病毒

标题示例 我已经看到

如何辞掉工作搬到天堂

并获得报酬以改变

世界 不会,但我敢打赌

当您看到标题

超出实质内容

或做我通常做的事情并继续

第二次使用多个 da 时,我们大多数人都不愿立即将其重新发布到我们的社交媒体 ta 指出要做出

决定

我们每时每刻都受到

非常具体的数字的轰炸,

例如我们似乎依赖于该特定数字的令人垂涎的案件

数量,并且

许多决定都是因为

它最近才在

富尔顿县(

包括该市)的令人垂涎的案件数量上做出的 亚特兰大,

实际上是我们现在所站的地方

,大约是 30 000。

所以,这个数字对我们意味着什么,

没有任何额外的背景,

你知道这听起来有点可怕,

那些研究疾病

并追踪它的流行病学家告诉我们 我们应该一起看

几件事情,不仅

是病例数

,还有病例阳性率

和死亡人数,

所以现在如果我告诉你

富尔顿县目前的病例阳性

率在 4 左右,而且正在

下降怎么办 是我们需要退后一步,

深呼吸,

放眼大局

查看统计数据时最容易出错的方法是

关注一个小而有限的时间框架,

因此第三个技巧是质疑

代表单个时间点的数字,

而不是寻找一个 7 天的滚动

平均值,这只是

超过 7 天

的数据 7 天滚动平均值会根据

未报告数据甚至未报告数据进行调整,

以及为什么重要的

医疗机构和卫生

部门通常不会

在周末发布数据,因此您可能会

看到数据下降

在周日或周一死亡人数下降的病例数中

,然后突然之间,

您会在周二看到一个高峰,

七个 7 天滚动平均值

所做的是它采用该数据并将其平衡

出来

并为我们提供了一个更

易于理解的趋势

它带来了对这些数字的更现实的看法

最后的提示是相关性并不

意味着因果关系现在我知道这

听起来不太实用

但坚持下去 和我在一起,因为

这个真正重要的

相关性是

两个或多个事物之间的相互关系或联系,

并且因果关系更进一步

因果关系意味着一

件事

的变化导致另一件事的变化我们通常称之为

因果关系因果关系

我想要的点 你得到的是,仅仅

因为

两件事相关并不

意味着一件事情

导致另一件事让我给你一个简单的

例子你知道冰淇淋

与鲨鱼袭击有关吗?

鲨鱼袭击和冰淇淋细胞

每年都会像发条一样增加

但是冰淇淋销量的增加是否会导致

鲨鱼袭击次数的增加

当然答案是没有

温暖的天气实际上是罪魁祸首之一,在温暖的天气里有

更多的人在海滩上

,嘿,这正是

鲨鱼发生的地方 出去

玩,冰淇淋只是

在炎热的阳光明媚的日子

里的美味小吃,面对不确定性数据

变成可操作的信息可以

提供安慰并帮助我们今天做出正确的决定

我给了你四个实用技巧

来管理信息

和决策,这些技巧

在这种流行病期间非常有用,

并且在许多其他情况下也很有帮助

超越标题使用多个

数据点来制定

代表单个

时间点的决定问题数字

和相关性并不意味着

在照顾自己和家人的过程中存在因果关系

我想提醒你

,你应该专注于自己

今天的女性需要好好

照顾自己

采取 每天五分钟,然后

呼气,

享受那双勺饼干和

奶油冰淇淋,

不用担心你刚刚引起了

鲨鱼袭击

我们需要确保我们的杯子是

满的,然后再倒进别人的杯子里

记住我们在一起,

谢谢

【音乐】