ABOUT THE SPEAKER
Bill Davenhall - Health and human services expert
Bill Davenhall wants to improve physicians' diagnostic techniques by collecting each patient's geographic and environmental data, and merging it with their medical records.

Why you should listen

Bill Davenhall has spent three decades creating useful intelligence out of what seems ordinary demographic and geographic data. In the '70s he built the first geo-demographic models that helped some of America’s most well-known franchises expand across the nation; in the '80s he founded a start-up market research company that developed the first national database of estimates for the demand of healthcare services.

Davenhall leads the health and human services marketing team at ESRI, the largest geographic information system (GIS) software developer in the world.

More profile about the speaker
Bill Davenhall | Speaker | TED.com
TEDMED 2009

Bill Davenhall: Your health depends on where you live

比爾‧達文霍(Bill Davenhall):健康本於所居

Filmed:
940,322 views

你所居住過的地方,和飲食、基因一樣會影響你的健康,但卻往往沒有被列在醫療紀錄上。在TEDMED大會上,達文霍告訴我們,一般人所忽略的政府提供的地理資訊(包含當地的心臟病發機率到有毒廢棄物掩埋場資訊等)可以和GPS設備配合使用,讓醫生得以掌握患者狀況。這就是「地理醫學」。
- Health and human services expert
Bill Davenhall wants to improve physicians' diagnostic techniques by collecting each patient's geographic and environmental data, and merging it with their medical records. Full bio

Double-click the English transcript below to play the video.

00:15
Can geographic地理 information信息
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地理資訊
00:18
make you healthy健康?
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能讓你更健康嗎?
00:22
In 2001 I got hit擊中 by a train培養.
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2001年一輛火車撞上了我,
00:26
My train培養 was a heart attack攻擊.
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那輛火車名為心臟病,
00:29
I found發現 myself in a hospital醫院
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我發現自己身處醫院中的
00:31
in an intensive-care重症監護室 ward病房,
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一間加護病房裡,
00:33
recuperating休養 from emergency surgery手術.
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剛從急診撿回一命。
00:36
And I suddenly突然 realized實現 something:
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我忽然驚覺到一件事,
00:38
that I was completely全然 in the dark黑暗.
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那就是,我對自己的狀況一無所知。
00:41
I started開始 asking my questions問題, "Well, why me?"
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我開始問自己"為什麼是我?"
00:43
"Why now?" "Why here?"
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"為什麼是現在?","為什麼在這裡?"
00:45
"Could my doctor醫生 have warned警告 me?"
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"我的醫生能否提早警告我?"
00:48
So, what I want to do here in the few少數 minutes分鐘 I have with you
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因此,我想在這裡花幾分鐘時間
00:51
is really talk about what is the formula for life and good health健康.
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和你們聊聊,何謂生活方程式,以及健康。
00:56
Genetics遺傳學, lifestyle生活方式 and environment環境.
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這個方程式包括基因、生活型態及環境等,
00:59
That's going to sort分類 of contain包含 our risks風險,
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這些都是風險,
01:01
and if we manage管理 those risks風險
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如果我們能掌握這些風險,
01:03
we're going to live生活 a good life and a good healthy健康 life.
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我們就能活得好,活得健康。
01:06
Well, I understand理解 the genetics遺傳學 and lifestyle生活方式 part部分.
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我瞭解自己的基因和生活型態這部分,
01:10
And you know why I understand理解 that?
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你知道我怎麼知道的嗎?
01:12
Because my physicians醫師 constantly經常
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因為我的內科醫生一直以來
01:15
ask me questions問題 about this.
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都會詢問我這些問題。
01:17
Have you ever had to fill out those long,
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你是否曾在醫生的辦公室裡
01:19
legal-sizelegal尺寸 forms形式 in your doctor's醫生 office辦公室?
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填寫過那些法定規格的冗長表格呢?
01:22
I mean, if you're lucky幸運 enough足夠 you get to do it more than once一旦, right?
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我是說,如果你夠幸運的話,還能多填幾次對吧?
01:25
(Laughter笑聲)
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(笑聲)
01:26
Do it over and over again. And they ask you questions問題
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寫了一遍又一遍,表格上問的問題
01:28
about your lifestyle生活方式 and your family家庭 history歷史,
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包含生活型態,家族病史,
01:31
your medication藥物治療 history歷史, your surgical外科 history歷史,
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你的用藥史,手術史,
01:35
your allergy過敏 history歷史 ... did I forget忘記 any history歷史?
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過敏史等...我有漏了什麼史嗎?
01:39
But this part部分 of the equation方程 I didn't really get,
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不過方程式裡有一部份我不是很懂,
01:43
and I don't think my physicians醫師
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我也不認為我的醫生
01:46
really get this part部分 of the equation方程.
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真正瞭解方程式裡的這個部分,
01:48
What does that mean, my environment環境?
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也就是,我的生活環境代表什麼?
01:51
Well, it can mean a lot of things.
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我說,它的意義可多了,
01:53
This is my life. These are my life places地方.
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這是我的生活,還有我居住的地方,
01:56
We all have these.
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我們都有這些。
01:58
While I'm talking I'd like you to also be thinking思維 about:
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我在講的時候,希望你們能想想
02:01
How many許多 places地方 have you lived生活?
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你們住過多少個地方?
02:04
Just think about that, you know, wander漫步 through通過
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只要想著這點,
02:06
your life thinking思維 about this.
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回顧你的生命歷程,
02:08
And you realize實現 that you spend it in a variety品種 of different不同 places地方.
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你會發現,你曾待過許多地方,
02:12
You spend it at rest休息 and you spend it at work.
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休息的地方,工作的地方。
02:14
And if you're like me, you're in an airplane飛機 a good portion一部分 of your time
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若你像我,你會花很多時間搭飛機,
02:17
traveling旅行 some place地點.
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到一些地方旅行。
02:19
So, it's not really simple簡單
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所以,要回答這些問題並不簡單。
02:21
when somebody asks you, "Where do you live生活, where do you work,
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當有人問"你住哪?在哪工作?
02:23
and where do you spend all your time?
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你平常都待在哪裡?
02:25
And where do you expose暴露 yourselves你自己 to risks風險
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你是否將自己暴露於危險的環境之中,
02:28
that maybe perhaps也許 you don't even see?"
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就連你自己也不知道?"
02:32
Well, when I have doneDONE this on myself,
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當我自己想這些問題時,
02:34
I always come to the conclusion結論
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總是得到一個結論,
02:36
that I spend about 75 percent百分 of my time
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我花了大約75%的時間,
02:40
relatively相對 in a small number of places地方.
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只待在少數幾個地方。
02:43
And I don't wander漫步 far from that place地點
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大部分時間我都不會
02:45
for a majority多數 of my time,
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離這些地方太遠,
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even though雖然 I'm an extensive廣泛 global全球 trekker背包.
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儘管我經常旅行世界各地。
02:52
Now, I'm going to take you on a little journey旅程 here.
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現在,我要帶你們踏上一小段旅程,
02:54
I started開始 off in Scranton斯克蘭頓, Pennsylvania賓夕法尼亞.
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從賓州的斯克蘭頓出發,
02:56
I don't know if anybody任何人 might威力 hail冰雹 from northeastern東北方 Pennsylvania賓夕法尼亞,
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我不知這裡是否有人來自賓州東北部,
02:59
but this is where I spent花費 my first 19 years年份
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但這是我人生最初19年所待的地方,
03:02
with my little young年輕 lungs.
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那時我的肺還很年輕。
03:04
You know, breathing呼吸 high concentrations濃度 here
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我在這裡吞吐高濃度的廢氣,
03:07
of sulfur dioxide二氧化碳, carbon dioxide二氧化碳
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包括二氧化硫,二氧化碳,
03:09
and methane甲烷 gas加油站,
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以及甲烷,
03:11
in unequal不等 quantities數量 -- 19 years年份 of this.
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每一種廢氣量都不是很平均,但我吸足了19年。
03:14
And if you've been in that part部分 of the country國家,
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如果你也待過那個地方,
03:16
this is what those piles of burning燃燒, smoldering悶燒 coal煤炭 waste浪費 look like.
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這就是那堆燃燒、悶燒的煤灰廢棄物的樣子。
03:20
So then I decided決定 to leave離開 that part部分 of the world世界,
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所以,我決定離開那個世界。
03:23
and I was going to go to the mid-west中西部.
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我當時正想去中西部,
03:26
OK, so I ended結束 up in Louisville路易斯維爾, Kentucky肯塔基.
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因此,我在肯塔基州的路易維爾落腳。
03:29
Well, I decided決定 to be neighbors鄰居 to a place地點 called RubbertownRubbertown.
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我住在鄰近一個叫羅柏鎮的地方,
03:33
They manufacture製造 plastics塑料. They use large quantities數量 chloroprene氯丁
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那裡生產塑膠,大量使用氯丁二烯,
03:36
and benzene.
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還有苯。
03:38
Okay, I spent花費 25 years年份, in my middle-age中年 lungs now,
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然後,我和我中年的肺在這住了25年,
03:43
breathing呼吸 various各個 concentrations濃度 of that.
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每天呼吸那些各式各樣的高濃度化學物質。
03:46
And on a clear明確 day it always looked看著 like this, so you never saw it.
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天晴的日子,看起來總是這樣,因此你從沒發現。
03:50
It was insidious陰險 and it was really happening事件.
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你看不見這些風險,但他們卻無所不在。
03:53
Then I decided決定 I had to get really smart聰明,
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接著我認為自己應該學聰明點,
03:55
I would take this job工作 in the West西 Coast.
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我應該接下這個西岸的工作。
03:58
And I moved移動 to Redlands雷德蘭茲 California加州.
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然後我搬到加州瑞得蘭市,
04:01
Very nice不錯, and there
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那裡好極了,
04:03
my older舊的, senior前輩 lungs, as I like to call them,
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我那年紀大的肺,我總愛這麼稱呼他,
04:07
I filled填充 with particulate顆粒 matter, carbon dioxide二氧化碳 and very high doses劑量 of ozone臭氧.
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現在充滿了微粒分子,二氧化碳,以及高濃度的臭氧,
04:13
Okay? Almost幾乎 like the highest最高 in the nation國家.
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你知道嗎?幾乎是全國濃度最高的。
04:15
Alright好的, this is what it looks容貌 like on a good day.
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這是那裡天氣好的樣子,
04:17
If you've been there, you know what I'm talking about.
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如果你去過那裡,你就知道我的意思。
04:20
So, what's wrong錯誤 with this picture圖片?
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所以,這張圖有什麼問題?
04:23
Well, the picture圖片 is, there is a huge巨大 gap間隙 here.
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其實,這張圖還遺漏了一個重點。
04:25
The one thing that never happens發生 in my doctor's醫生 office辦公室:
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在我的醫生的辦公室裡,有件事從沒發生過,
04:29
They never ask me about my place地點 history歷史.
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他們從不過問我的"居住史"。
04:32
No doctor醫生, can I remember記得, ever asking me,
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沒有一個醫生,在我的記憶裡,曾經問過我:
04:35
"Where have you lived生活?"
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"你住過哪裡?"
04:37
They haven't沒有 asked me what kind of the quality質量
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他們從沒問過我關於
04:39
of the drinking water that I put in my mouth
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我所飲用的水的品質,
04:41
or the food餐飲 that I ingest攝取 into my stomach.
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或是我吃的食物的品質。
04:45
They really don't do that. It's missing失踪.
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他們從不過問,這些被遺漏了。
04:48
Look at the kind of data數據 that's available可得到.
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看看眼前這些資料,
04:51
This data's數據的 from all over the world世界 --
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這些數據來自全世界--
04:53
countries國家 spend billions數十億 of dollars美元 investing投資 in this kind of research研究.
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各國花了好幾十億美金投入這項研究。
04:57
Now, I've circled盤旋 the places地方 where I've been.
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現在,我圈出了我曾待過的地方,
05:00
Well, by design設計, if I wanted to have a heart attack攻擊
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簡直像計算好的一樣,如果我想得心臟病,
05:03
I'd been in the right places地方. Right?
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我都待在了正確的地方,是吧?
05:08
So, how many許多 people are in the white白色?
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那麼,有多少人住在白色的區域裡?
05:10
How many許多 people in the room房間 have spent花費 the majority多數 of their life
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這個房間裡,有多少人花了大半輩子
05:12
in the white白色 space空間?
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待在白色的區域裡呢?
05:15
Anybody任何人? Boy男孩 you're lucky幸運.
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有人嗎?你們真幸運。
05:17
How many許多 have spent花費 it in the red places地方?
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有多少人住過紅色的區域呢?
05:20
Oh, not so lucky幸運.
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喔,你們沒那麼幸運。
05:22
There are thousands數千 of these kinds of maps地圖
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像這樣的地圖有上千份,
05:25
that are displayed顯示 in atlases地圖集
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他們被收錄在地圖集裡,
05:27
all over the world世界.
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全世界都有。
05:29
They give us some sense of what's going
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這些地圖讓我們知道,
05:31
to be our train培養 wreck破壞.
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撞倒我們的火車可能會是什麼。
05:34
But none沒有 of that's in my medical record記錄.
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但這些都不包含在我的醫療記錄裡,
05:36
And it's not in yours你的 either.
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也不在你們的記錄裡。
05:38
So, here's這裡的 my friend朋友 Paul保羅.
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所以,現在來看我的朋友保羅。
05:40
He's a colleague同事. He allowed允許 his cell細胞 phone電話 to be tracked追踪
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他是我的同僚,他同意讓我們追蹤他的手機位址,
05:44
every一切 two hours小時, 24/7,
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每兩小時追蹤一次,每天24小時,每週7天,
05:47
365 days out of the year
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一年365天全程追蹤。
05:49
for the last two years年份, everywhere到處 he went.
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過去兩年內,我們把他的所到之處都記錄了下來。
05:52
And you can see he's been to a few少數 places地方 around the United聯合的 States狀態.
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就像你看到的,他去過美國幾個地方,
05:56
And this is where he has spent花費 most of his time.
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而這裡是他花最多時間待的地方。
06:00
If you really studied研究 that you might威力 have some clues線索
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如果你仔細觀察,你可能會有些頭緒,
06:03
as to what Paul保羅 likes喜歡 to do.
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發現保羅喜歡從事什麼活動。
06:06
Anybody任何人 got any clues線索? Ski滑雪. Right.
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有人發現了什麼嗎?沒錯,是滑雪。
06:09
We can zoom放大 in here, and we suddenly突然 see
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我們把畫面拉近一點,就可以看到
06:12
that now we see where Paul保羅 has really spent花費 a majority多數 of his time.
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保羅大部份時間所待的地方。
06:16
And all of those black黑色 dots are all of the
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而這些黑點的地方,
06:20
toxic有毒的 release發布 inventories庫存
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全都是有毒廢棄物的存放地點,
06:22
that are monitored監控 by the EPAEPA.
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這些地點由美國環保局監測。
06:24
Did you know that data數據 existed存在?
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你知道這些數據的存在嗎?
06:27
For every一切 community社區 in the United聯合的 States狀態,
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美國的每個社區都有這些資料,
06:29
you could have your own擁有 personalized個性化 map地圖 of that.
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你可以擁有像那樣的個人化地圖。
06:33
So, our cell細胞 phones手機 can now build建立 a place地點 history歷史.
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所以,手機可以替我們建立居住史,
06:36
This is how Paul保羅 did it. He did it with his iPhone蘋果手機.
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就如同保羅的做法,他用他的iPhone做到了。
06:39
This might威力 be what we end結束 up with.
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這是我們最後會得到的結果,
06:41
This is what the physician醫師 would have
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這份資訊也會在我們進入診間時,
06:44
in front面前 of him and her when we enter輸入 that exam考試 room房間
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被放在醫生的面前,
06:47
instead代替 of just the pink slip that said I paid支付 at the counter計數器. Right?
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而不是只有一張要我在櫃台付帳的粉紅色單據,對吧?
06:51
This could be my little assessment評定.
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以下可能是醫生對我的一點小評估,
06:53
And he looks容貌 at that and he says,
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他會看這些資料,然後說:
06:55
"Whoa Bill法案,
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"喔,比爾,
06:57
I suggest建議 that maybe you not decide決定,
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我建議你不該這麼做,
07:00
just because you're out here in beautiful美麗 California加州,
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不能因為你在美麗的加州,
07:02
and it's warm every一切 day,
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每天天氣暖和,
07:04
that you get out and run at six o'clock at night.
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就晚上六點出門跑步,
07:07
I'd suggest建議 that that's a bad idea理念 Bill法案,
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我得說那不是個好主意,比爾,
07:10
because of this report報告."
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這份報告說得夠清楚了。"
07:13
What I'd like to leave離開 you for are two prescriptions處方.
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我想要留給你們兩份處方,
07:17
Okay, number one is, we must必須 teach physicians醫師
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好的,首先,我們必須教導醫生,
07:19
about the value of geographical地理 information信息.
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讓他們重視地理資訊的價值,
07:23
It's called geomedicinegeomedicine. There are about a half a dozen programs程式 in the world世界 right now
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這稱為地理醫學,世界上約有6個計畫,
07:27
that are focused重點 on this.
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正針對這個主題進行研究,
07:29
And they're in the early stages階段 of development發展.
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他們還處於早期發展階段,
07:32
These programs程式 need to be supported支持的,
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需要各界的支持。
07:35
and we need to teach our future未來
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我們必須教育
07:37
doctors醫生 of the world世界
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未來世界上的醫生,
07:39
the importance重要性 of some of the information信息
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這些資訊的重要性,
07:41
I've shared共享 here with you today今天.
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這些我今天都告訴你們了。
07:43
The second第二 thing we need to do
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我們要做的第二件事情,
07:45
is while we're spending開支 billions數十億 and billions數十億
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是當我們花了好幾十億美金,
07:47
of dollars美元 all over the world世界
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在全世界
07:50
building建造 an electronic電子 health健康 record記錄,
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建立電子醫療紀錄的時候,
07:52
we make sure we put a place地點 history歷史
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我們要確定有把居住史
07:54
inside that medical record記錄.
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列入那份醫療紀錄中。
07:57
It not only will be important重要 for the physician醫師;
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這不只對醫生的診療很重要,
08:00
it will be important重要 for the researchers研究人員
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對研究人員也很重要,
08:02
that now will have huge巨大 samples樣本 to draw upon.
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因為他們將有大量可供參考的樣本。
08:06
But it will also be useful有用 for us.
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不過,這對我們也很實用,
08:08
I could have made製作 the decision決定, if I had this information信息,
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因為如果我以前有這些資料,我可能會決定
08:12
not to move移動 to the ozone臭氧 capital首都
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不搬到美國的臭氧首府,
08:15
of the United聯合的 States狀態, couldn't不能 I? I could make that decision決定.
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不是嗎?我可能會那麼決定。
08:18
Or I could negotiate談判 with my employer雇主
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或者我會和我的雇主協調,
08:20
to make that decision決定
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以做出那樣的決定,
08:22
in the best最好 interest利益 of myself and my company公司.
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並取得我和公司間的最大利益。
08:28
With that, I would like to just say that Jack插口 Lord said
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因此,我想要說Jack Lord說過的話(地理是醫學的命運主宰)
08:31
this almost幾乎 10 years年份 ago.
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這是他將近十年前所說的話。
08:34
Just look at that for a minute分鐘.
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再多看一眼,
08:36
That was what the conclusion結論
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這就是
08:38
of the Dartmouth達特茅斯 Atlas輿圖 of Healthcare衛生保健 was about,
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Dartmouth Atlas保健計畫的結論,
08:41
was saying that we can explain說明 the geographic地理 variations變化
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就是說,我們可以解釋不同的地理環境
08:44
that occur發生 in disease疾病, in illness疾病, in wellness健康,
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和疾病、病痛、健康間的關係,
08:48
and how our healthcare衛生保健 system系統 actually其實 operates操作.
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以及它對於我們醫療系統實際運作的影響。
08:51
That was what he was talking about
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那正是他所說的
08:53
on that quote引用.
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那句話的含意。
08:55
And I would say he got it right almost幾乎 a decade ago.
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而我必須說,他在約十年前就瞭解了這一點,
08:59
So, I'd very much like to see us begin開始 to
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因此,我很樂意看到大家開始
09:01
really seize搶占 this as an opportunity機會 to get this into our medical records記錄.
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真正地把握這次機會,把居住史加入我們的醫療紀錄中。
09:05
So with that, I'll leave離開 you that
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所以,我最後要告訴你們的,
09:07
in my particular特定 view視圖 of view視圖 of health健康:
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是我自己對於健康的一個特別的觀點:
09:11
Geography地理 always matters事項.
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地理永遠都很重要,
09:13
And I believe that geographic地理 information信息
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而我相信地理資訊,
09:15
can make both you and me very healthy健康. Thank you.
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能讓你我都健健康康,謝謝。
09:17
(Applause掌聲)
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(掌聲)
Translated by SHU-AN WU
Reviewed by Marie Wu

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ABOUT THE SPEAKER
Bill Davenhall - Health and human services expert
Bill Davenhall wants to improve physicians' diagnostic techniques by collecting each patient's geographic and environmental data, and merging it with their medical records.

Why you should listen

Bill Davenhall has spent three decades creating useful intelligence out of what seems ordinary demographic and geographic data. In the '70s he built the first geo-demographic models that helped some of America’s most well-known franchises expand across the nation; in the '80s he founded a start-up market research company that developed the first national database of estimates for the demand of healthcare services.

Davenhall leads the health and human services marketing team at ESRI, the largest geographic information system (GIS) software developer in the world.

More profile about the speaker
Bill Davenhall | Speaker | TED.com

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