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GEODATA
BASED
DECISIONS
NINE-POINT PLAN1/17
USING LOCATION
ANALYTICS TO IMPROVE
EFFECTIVENESS OF
PUBLIC-FACING SITES
FOCUS AREA 22/17
3/17
1.
USING LOCATION
TO CUSTOMIZE
SITE CONTENT
2.
SPATIAL
CLUSTER
3.
SPATIAL
CORRELATION
MAPS
+
4/17
1. WHEN USER SEARCHES, E.G. GOOGLE,
AND IS REFERRED TO THE WEBSITE,
E.G. MEDLINEPLUS, NLM MAIN WEB OR DAILYMED,
HER I.P. IS LOGGED, PROCESSED AND MAPPED
###.##.###.## w1 - [18/May/2015:00:50:24 -0400] "GET /medlineplus/druginfo/meds/a684007.html HTTP/1.1" 200
27205 "http://search.yahoo.com/search?p=dicyclomine+10+mg&fr=ipad" "Mozilla/5.0 (iPad; CPU OS 7_1 like Mac
OS X) AppleWebKit/537.51.2 (KHTML, like Gecko) Version/7.0 Mobile/11D167 Safari/9537.53 -"
###.##.###.## w2 - [18/May/2015:07:27:11 -0400] "GET /medlineplus/druginfo/meds/a684007.html HTTP/1.1" 200
27205 "http://www.google.com/m?hl=en&gl=us&source=android-unknown&q=dicyclomine" "Mozilla/5.0 (Linux; U;
Android 2.3.3; en-us; C771 Build/C771M150) AppleWebKit/533.1 (KHTML, like Gecko) Version/4.0 Mobile
Safari/533.1 -"
###.##.###.## w3 - [18/May/2015:08:33:40 -0400] "GET /medlineplus/druginfo/meds/a684007.html HTTP/1.1" 200
27205 "http://www.bing.com/search?q=dicyclomine&form=IE10TR&src=IE10TR&pc=HPNTDFJS" "Mozilla/5.0 (Windows
NT 6.3; WOW64; Trident/7.0; rv:11.0) like Gecko -"
IP 
LOG  WEBTRENDS {GEOTRENDS} GIS {GEOCODING} 
COORDINATES
###.##.###.##
5/17
1.
DASHBOARD LINK
MAY 14 MAY 15
SPATIAL COMPARISON FOR CANCER, MEDLINEPLUS
6/17
1.
IMPLEMENTATION
"maryland": {
1: "<a>Health Topic 1</a>",
2: "<a>Health Topic 2</a>",
3: "<a>Health Topic 3</a>"
},
"virginia": {
1: "<a>Health Topic 1</a>",
2: "<a>Health Topic 2</a>",
3: "<a>Health Topic 3</a>"
},
WEEKLY
geolocation.getCurrentPostion(f) + JSONP
7/17
1.
EXAMPLE
8/17
1.
EXAMPLE
9/17
1.
PRETTY USEFUL
GIS SITE OWNER
10/17
2.
MANUAL CLUSTER
MUMPS CLUSTER
2.
AUTOMATIC CLUSTER FOCUS AREA 1
* PostGIS, R STAT
MAY 18 – 22, MEDLINEPLUS
11/17
12/17
1. + 2.
IMPLEMENTATION
"maryland": {
1: "<a>Health Topic 1</a>",
2: "<a>Health Topic 2</a>",
3: "<a>Health Topic 3</a>"
},
"cluster": {
1: "<a>Health Topic 1</a>",
2: "<a>Health Topic 2</a>",
3: "<a>Health Topic 3</a>"
},
HHS Environmental Justice Strategy
2012: III Goal 1
Strengthen research and advance data collection on the health and
environment of minority and low-income populations and Indian tribes
-
NLM Health Disparities Strategic Plan & Budget
FY2009 - FY2013: 3.1.2 Objective 2
Develop population-specific web sites that focus on the issues of
particular populations or geographic areas
3.
13/17
COURTS DOCS SHOW HOW GOOGLE SLICES USERS INTO BUCKETS
THE EMAILS REVEAL THAT GMAIL CAN SORT USERS INTO DEMOGRAPHIC AND
INTEREST CATEGORIES, OR BUCKETS - CLUSTERS OF USERS WHO SHARE SOME
FEATURE IN COMMON
E.G. IT ESTIMATES HOW MUCH YOU EARN BY LOOKING UP IRS INCOME DATA
FOR YOUR ZIP CODE - irs.gov/uac/Tax-Stats-2
SOCIAL ANALYTICS
3.
* medium.com - April 201514/17
15/17
3.
REGRESSION
MEDLINEPLUS, CENSUS BUREAU
25 - 29 YEARS
FEMALE
MALE
2015 USAGE DATA
+
2010 CENSUS DATA
16/17
MORE LOCATION
FOCUSED IN DELIVER
OF SERVICES
17/17

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Using Geolocation to Customize Public Health Websites

  • 2. USING LOCATION ANALYTICS TO IMPROVE EFFECTIVENESS OF PUBLIC-FACING SITES FOCUS AREA 22/17
  • 3. 3/17 1. USING LOCATION TO CUSTOMIZE SITE CONTENT 2. SPATIAL CLUSTER 3. SPATIAL CORRELATION MAPS +
  • 4. 4/17 1. WHEN USER SEARCHES, E.G. GOOGLE, AND IS REFERRED TO THE WEBSITE, E.G. MEDLINEPLUS, NLM MAIN WEB OR DAILYMED, HER I.P. IS LOGGED, PROCESSED AND MAPPED ###.##.###.## w1 - [18/May/2015:00:50:24 -0400] "GET /medlineplus/druginfo/meds/a684007.html HTTP/1.1" 200 27205 "http://search.yahoo.com/search?p=dicyclomine+10+mg&fr=ipad" "Mozilla/5.0 (iPad; CPU OS 7_1 like Mac OS X) AppleWebKit/537.51.2 (KHTML, like Gecko) Version/7.0 Mobile/11D167 Safari/9537.53 -" ###.##.###.## w2 - [18/May/2015:07:27:11 -0400] "GET /medlineplus/druginfo/meds/a684007.html HTTP/1.1" 200 27205 "http://www.google.com/m?hl=en&gl=us&source=android-unknown&q=dicyclomine" "Mozilla/5.0 (Linux; U; Android 2.3.3; en-us; C771 Build/C771M150) AppleWebKit/533.1 (KHTML, like Gecko) Version/4.0 Mobile Safari/533.1 -" ###.##.###.## w3 - [18/May/2015:08:33:40 -0400] "GET /medlineplus/druginfo/meds/a684007.html HTTP/1.1" 200 27205 "http://www.bing.com/search?q=dicyclomine&form=IE10TR&src=IE10TR&pc=HPNTDFJS" "Mozilla/5.0 (Windows NT 6.3; WOW64; Trident/7.0; rv:11.0) like Gecko -" IP  LOG  WEBTRENDS {GEOTRENDS} GIS {GEOCODING}  COORDINATES ###.##.###.##
  • 5. 5/17 1. DASHBOARD LINK MAY 14 MAY 15 SPATIAL COMPARISON FOR CANCER, MEDLINEPLUS
  • 6. 6/17 1. IMPLEMENTATION "maryland": { 1: "<a>Health Topic 1</a>", 2: "<a>Health Topic 2</a>", 3: "<a>Health Topic 3</a>" }, "virginia": { 1: "<a>Health Topic 1</a>", 2: "<a>Health Topic 2</a>", 3: "<a>Health Topic 3</a>" }, WEEKLY geolocation.getCurrentPostion(f) + JSONP
  • 11. 2. AUTOMATIC CLUSTER FOCUS AREA 1 * PostGIS, R STAT MAY 18 – 22, MEDLINEPLUS 11/17
  • 12. 12/17 1. + 2. IMPLEMENTATION "maryland": { 1: "<a>Health Topic 1</a>", 2: "<a>Health Topic 2</a>", 3: "<a>Health Topic 3</a>" }, "cluster": { 1: "<a>Health Topic 1</a>", 2: "<a>Health Topic 2</a>", 3: "<a>Health Topic 3</a>" },
  • 13. HHS Environmental Justice Strategy 2012: III Goal 1 Strengthen research and advance data collection on the health and environment of minority and low-income populations and Indian tribes - NLM Health Disparities Strategic Plan & Budget FY2009 - FY2013: 3.1.2 Objective 2 Develop population-specific web sites that focus on the issues of particular populations or geographic areas 3. 13/17
  • 14. COURTS DOCS SHOW HOW GOOGLE SLICES USERS INTO BUCKETS THE EMAILS REVEAL THAT GMAIL CAN SORT USERS INTO DEMOGRAPHIC AND INTEREST CATEGORIES, OR BUCKETS - CLUSTERS OF USERS WHO SHARE SOME FEATURE IN COMMON E.G. IT ESTIMATES HOW MUCH YOU EARN BY LOOKING UP IRS INCOME DATA FOR YOUR ZIP CODE - irs.gov/uac/Tax-Stats-2 SOCIAL ANALYTICS 3. * medium.com - April 201514/17
  • 15. 15/17 3. REGRESSION MEDLINEPLUS, CENSUS BUREAU 25 - 29 YEARS FEMALE MALE 2015 USAGE DATA + 2010 CENSUS DATA
  • 16. 16/17
  • 17. MORE LOCATION FOCUSED IN DELIVER OF SERVICES 17/17