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Regional Demographic-Economic Modeling System
Decision-Making Information
  ProximityOne
  information resources & solutions
  (888) DMI-SOLN
  (888) 364-7656


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$median household income
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US Asian Indian population 2010

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geocoded students and school
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geocoded students and school
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The ProximityOne Regional Demographic Economic Modeling System (RDEMS) integrates demographic, economic, business and other data for wide-ranging analysis. Updated continuously, the data are integrated into a cause and effect modeling system. RDEMS output is available as a set of estimates and projections. RDEMS is also available as a service with integrated Modeler software, underlying historical data and model structures. RDEMS users may set their own assumptions and develop alternative estimates and projections, examine what-if scenarios and perform impact analyses.

Topics in this section:
  • Model Components and Subject Matter Overview
  • Structure
  • Accessing Data Tables
  • Usage Overview .. Usage Notes
  • FAQs .. Frequently Asked Questions

Related sections (opens new page):
  • Updates & Release Dates

Model Components and Subject Matter Overview

This list summarizes sectors and scope of subject matter.
Demographics
- Components of Change
  .. Migration
  .. Births/Deaths
- Population attributes
  .. by single year of age x gender x race/origin
  .. group quarters
  .. school enrollment
  .. educational attainment
  .. migration
  .. language spoken
  .. occupation
- Housing and Household attributes
  .. housing units x occupied /vacant
  .. units in structure
  .. year structure built
  .. homeowner & rental vacancy rates
  .. occupied units x owner/renter
  .. household/family composition/relationship
  .. housing value
Business Establishments & Labor Markets
- Establishments, Employment, Earnings x type of business
- Labor Force attributes
- Employment by industry
Income
- Personal Income by component
- Household Income
- Earnings & Wages
Interest, Prices, Capital Market, Finance
- Consumer Credit
- Banking attributes
Housing Market
- Building Permits, Starts, Completions
- Existing Home Sales
- Mortgage Originations
- Home Prices
- Vacancy Rate
Consumer
- Expenditures
- Retail Sales

RDEMS Structure
The Regional Demographic Economic Modeling System (RDEMS) integrates wide-ranging demographic-economic data. Updated continuously, the data are used in a cause and effect modeling system. RDEMS output is available as a set of estimates and projections. RDEMS is also available as a service with integrated Modeler software, underlying historical data and model structures.

The overall RDEMS model blends several components that include:
1. population estimates and projections developed using a modified age-cohort method.
2. personal income by major sources
3. establishments and labor force
4. population, households and housing
These components included interconnected cause and effect relationships/equations.
"Personal income by major sector and employment/earnings at the 2 digit level"
-- annual -- US, state, metro, all counties; 2011 forward
-- quarterly -- US, state, metro, all counties; 2013 forward
-- advance & quarterly version of REIS; uses QCEW
"Population, Households & Housing"
-- annual, synched with annual above -- US, state, metro, county, tract; 2010 forward
-- even though this has drill down to tract; many will not use tract level detail.
-- see scope of subject matter

A more in-depth description of the model structure and methodology are available.

Regional Demographic Economic Modeling System (RDEMS) Web Tables
States & counties 65,000 population or more
Table Sets; links open economic profile as initial view

United States
Alabama
  Baldwin County, AL
  Calhoun County, AL
  Cullman County, AL
  DeKalb County, AL
  Elmore County, AL
  Etowah County, AL
  Houston County, AL
  Jefferson County, AL
  Lauderdale County, AL
  Lee County, AL
  Limestone County, AL
  Madison County, AL
  Marshall County, AL
  Mobile County, AL
  Montgomery County, AL
  Morgan County, AL
  St. Clair County, AL
  Shelby County, AL
  Talladega County, AL
  Tuscaloosa County, AL
  Walker County, AL
Alaska
  Anchorage Municipality, AK
  Fairbanks North Star Borough, AK
  Matanuska-Susitna Borough, AK
Arizona
  Apache County, AZ
  Cochise County, AZ
  Coconino County, AZ
  Maricopa County, AZ
  Mohave County, AZ
  Navajo County, AZ
  Pima County, AZ
  Pinal County, AZ
  Yavapai County, AZ
  Yuma County, AZ
Arkansas
  Benton County, AR
  Craighead County, AR
  Faulkner County, AR
  Garland County, AR
  Jefferson County, AR
  Lonoke County, AR
  Pulaski County, AR
  Saline County, AR
  Sebastian County, AR
  Washington County, AR
  White County, AR
California
  Alameda County, CA
  Butte County, CA
  Contra Costa County, CA
  El Dorado County, CA
  Fresno County, CA
  Humboldt County, CA
  Imperial County, CA
  Kern County, CA
  Kings County, CA
  Los Angeles County, CA
  Madera County, CA
  Marin County, CA
  Mendocino County, CA
  Merced County, CA
  Monterey County, CA
  Napa County, CA
  Nevada County, CA
  Orange County, CA
  Placer County, CA
  Riverside County, CA
  Sacramento County, CA
  San Bernardino County, CA
  San Diego County, CA
  San Francisco County, CA
  San Joaquin County, CA
  San Luis Obispo County, CA
  San Mateo County, CA
  Santa Barbara County, CA
  Santa Clara County, CA
  Santa Cruz County, CA
  Shasta County, CA
  Solano County, CA
  Sonoma County, CA
  Stanislaus County, CA
  Sutter County, CA
  Tulare County, CA
  Ventura County, CA
  Yolo County, CA
  Yuba County, CA
Colorado
  Adams County, CO
  Arapahoe County, CO
  Boulder County, CO
  Denver County, CO
  Douglas County, CO
  El Paso County, CO
  Jefferson County, CO
  Larimer County, CO
  Mesa County, CO
  Pueblo County, CO
  Weld County, CO
Connecticut
  Fairfield County, CT
  Hartford County, CT
  Litchfield County, CT
  Middlesex County, CT
  New Haven County, CT
  New London County, CT
  Tolland County, CT
  Windham County, CT
Delaware
  Kent County, DE
  New Castle County, DE
  Sussex County, DE
District of Columbia
  District of Columbia, DC
Florida
  Alachua County, FL
  Bay County, FL
  Brevard County, FL
  Broward County, FL
  Charlotte County, FL
  Citrus County, FL
  Clay County, FL
  Collier County, FL
  Columbia County, FL
  Duval County, FL
  Escambia County, FL
  Flagler County, FL
  Hernando County, FL
  Highlands County, FL
  Hillsborough County, FL
  Indian River County, FL
  Lake County, FL
  Lee County, FL
  Leon County, FL
  Manatee County, FL
  Marion County, FL
  Martin County, FL
  Miami-Dade County, FL
  Monroe County, FL
  Nassau County, FL
  Okaloosa County, FL
  Orange County, FL
  Osceola County, FL
  Palm Beach County, FL
  Pasco County, FL
  Pinellas County, FL
  Polk County, FL
  Putnam County, FL
  St. Johns County, FL
  St. Lucie County, FL
  Santa Rosa County, FL
  Sarasota County, FL
  Seminole County, FL
  Sumter County, FL
  Volusia County, FL
Georgia
  Barrow County, GA
  Bartow County, GA
  Bibb County, GA
  Bulloch County, GA
  Carroll County, GA
  Chatham County, GA
  Cherokee County, GA
  Clarke County, GA
  Clayton County, GA
  Cobb County, GA
  Columbia County, GA
  Coweta County, GA
  DeKalb County, GA
  Dougherty County, GA
  Douglas County, GA
  Fayette County, GA
  Floyd County, GA
  Forsyth County, GA
  Fulton County, GA
  Glynn County, GA
  Gwinnett County, GA
  Hall County, GA
  Henry County, GA
  Houston County, GA
  Lowndes County, GA
  Muscogee County, GA
  Newton County, GA
  Paulding County, GA
  Richmond County, GA
  Rockdale County, GA
  Troup County, GA
  Walker County, GA
  Walton County, GA
  Whitfield County, GA
Hawaii
  Hawaii County, HI
  Honolulu County, HI
  Kauai County, HI
  Maui, HI
Idaho
  Ada County, ID
  Bannock County, ID
  Bonneville County, ID
  Canyon County, ID
  Kootenai County, ID
  Twin Falls County, ID
Illinois
  Adams County, IL
  Champaign County, IL
  Cook County, IL
  DeKalb County, IL
  DuPage County, IL
  Kane County, IL
  Kankakee County, IL
  Kendall County, IL
  Lake County, IL
  LaSalle County, IL
  McHenry County, IL
  McLean County, IL
  Macon County, IL
  Madison County, IL
  Peoria County, IL
  Rock Island County, IL
  St. Clair County, IL
  Sangamon County, IL
  Tazewell County, IL
  Vermilion County, IL
  Will County, IL
  Williamson County, IL
  Winnebago County, IL
Indiana
  Allen County, IN
  Bartholomew County, IN
  Clark County, IN
  Delaware County, IN
  Elkhart County, IN
  Floyd County, IN
  Grant County, IN
  Hamilton County, IN
  Hancock County, IN
  Hendricks County, IN
  Howard County, IN
  Johnson County, IN
  Kosciusko County, IN
  Lake County, IN
  LaPorte County, IN
  Madison County, IN
  Marion County, IN
  Monroe County, IN
  Morgan County, IN
  Porter County, IN
  St. Joseph County, IN
  Tippecanoe County, IN
  Vanderburgh County, IN
  Vigo County, IN
  Wayne County, IN
Iowa
  Black Hawk County, IA
  Dallas County, IA
  Dubuque County, IA
  Johnson County, IA
  Linn County, IA
  Polk County, IA
  Pottawattamie County, IA
  Scott County, IA
  Story County, IA
  Woodbury County, IA
Kansas
  Allen County, KS
  Butler County, KS
  Douglas County, KS
  Johnson County, KS
  Leavenworth County, KS
  Linn County, KS
  Miami County, KS
  Riley County, KS
  Sedgwick County, KS
  Shawnee County, KS
  Wyandotte County, KS
Kentucky
  Boone County, KY
  Bullitt County, KY
  Campbell County, KY
  Christian County, KY
  Daviess County, KY
  Fayette County, KY
  Hardin County, KY
  Jefferson County, KY
  Kenton County, KY
  McCracken County, KY
  Madison County, KY
  Pike County, KY
  Warren County, KY
Louisiana
  Ascension Parish, LA
  Bossier Parish, LA
  Caddo Parish, LA
  Calcasieu Parish, LA
  East Baton Rouge Parish, LA
  Iberia Parish, LA
  Jefferson Parish, LA
  Lafayette Parish, LA
  Lafourche Parish, LA
  Livingston Parish, LA
  Orleans Parish, LA
  Ouachita Parish, LA
  Rapides Parish, LA
  St. Landry Parish, LA
  St. Tammany Parish, LA
  Tangipahoa Parish, LA
  Terrebonne Parish, LA
Maine
  Androscoggin County, ME
  Aroostook County, ME
  Cumberland County, ME
  Kennebec County, ME
  Penobscot County, ME
  York County, ME
Maryland
  Allegany County, MD
  Anne Arundel County, MD
  Baltimore County, MD
  Calvert County, MD
  Carroll County, MD
  Cecil County, MD
  Charles County, MD
  Frederick County, MD
  Harford County, MD
  Howard County, MD
  Montgomery County, MD
  Prince George's County, MD
  St. Mary's County, MD
  Washington County, MD
  Wicomico County, MD
  Baltimore city, MD
Massachusetts
  Barnstable County, MA
  Berkshire County, MA
  Bristol County, MA
  Essex County, MA
  Franklin County, MA
  Hampden County, MA
  Hampshire County, MA
  Middlesex County, MA
  Norfolk County, MA
  Plymouth County, MA
  Suffolk County, MA
  Worcester County, MA
Michigan
  Allegan County, MI
  Bay County, MI
  Berrien County, MI
  Calhoun County, MI
  Clinton County, MI
  Eaton County, MI
  Genesee County, MI
  Grand Traverse County, MI
  Ingham County, MI
  Isabella County, MI
  Jackson County, MI
  Kalamazoo County, MI
  Kent County, MI
  Lapeer County, MI
  Lenawee County, MI
  Livingston County, MI
  Macomb County, MI
  Marquette County, MI
  Midland County, MI
  Monroe County, MI
  Muskegon County, MI
  Oakland County, MI
  Ottawa County, MI
  Saginaw County, MI
  St. Clair County, MI
  Shiawassee County, MI
  Van Buren County, MI
  Washtenaw County, MI
  Wayne County, MI
Minnesota
  Anoka County, MN
  Carver County, MN
  Dakota County, MN
  Hennepin County, MN
  Olmsted County, MN
  Ramsey County, MN
  St. Louis County, MN
  Scott County, MN
  Sherburne County, MN
  Stearns County, MN
  Washington County, MN
  Wright County, MN
Mississippi
  DeSoto County, MS
  Forrest County, MS
  Harrison County, MS
  Hinds County, MS
  Jackson County, MS
  Jones County, MS
  Lauderdale County, MS
  Lee County, MS
  Madison County, MS
  Rankin County, MS
Missouri
  Bates County, MO
  Boone County, MO
  Buchanan County, MO
  Caldwell County, MO
  Callaway County, MO
  Cape Girardeau County, MO
  Cass County, MO
  Christian County, MO
  Clay County, MO
  Clinton County, MO
  Cole County, MO
  Dallas County, MO
  Franklin County, MO
  Greene County, MO
  Jackson County, MO
  Jasper County, MO
  Jefferson County, MO
  Lafayette County, MO
  Lincoln County, MO
  Moniteau County, MO
  Newton County, MO
  Osage County, MO
  Platte County, MO
  Polk County, MO
  Ray County, MO
  St. Charles County, MO
  St. Francois County, MO
  St. Louis County, MO
  Vernon County, MO
  Warren County, MO
  Washington County, MO
  Webster County, MO
  St. Louis city, MO
Montana
  Cascade County, MT
  Flathead County, MT
  Gallatin County, MT
  Missoula County, MT
  Yellowstone County, MT
Nebraska
  Douglas County, NE
  Lancaster County, NE
  Sarpy County, NE
Nevada
  Clark County, NV
  Washoe County, NV
New Hampshire
  Cheshire County, NH
  Grafton County, NH
  Hillsborough County, NH
  Merrimack County, NH
  Rockingham County, NH
  Strafford County, NH
New Jersey
  Atlantic County, NJ
  Bergen County, NJ
  Burlington County, NJ
  Camden County, NJ
  Cape May County, NJ
  Cumberland County, NJ
  Essex County, NJ
  Gloucester County, NJ
  Hudson County, NJ
  Hunterdon County, NJ
  Mercer County, NJ
  Middlesex County, NJ
  Monmouth County, NJ
  Morris County, NJ
  Ocean County, NJ
  Passaic County, NJ
  Salem County, NJ
  Somerset County, NJ
  Sussex County, NJ
  Union County, NJ
  Warren County, NJ
New Mexico
  Bernalillo County, NM
  Chaves County, NM
  Do+┬Ža Ana County, NM
  McKinley County, NM
  Sandoval County, NM
  San Juan County, NM
  Santa Fe County, NM
  Valencia County, NM
New York
  Albany County, NY
  Bronx County, NY
  Broome County, NY
  Cattaraugus County, NY
  Cayuga County, NY
  Chautauqua County, NY
  Chemung County, NY
  Clinton County, NY
  Dutchess County, NY
  Erie County, NY
  Jefferson County, NY
  Kings County, NY
  Livingston County, NY
  Madison County, NY
  Monroe County, NY
  Nassau County, NY
  New York County, NY
  Niagara County, NY
  Oneida County, NY
  Onondaga County, NY
  Ontario County, NY
  Orange County, NY
  Oswego County, NY
  Putnam County, NY
  Queens County, NY
  Rensselaer County, NY
  Richmond County, NY
  Rockland County, NY
  St. Lawrence County, NY
  Saratoga County, NY
  Schenectady County, NY
  Steuben County, NY
  Suffolk County, NY
  Sullivan County, NY
  Tompkins County, NY
  Ulster County, NY
  Warren County, NY
  Wayne County, NY
  Westchester County, NY
North Carolina
  Alamance County, NC
  Brunswick County, NC
  Buncombe County, NC
  Burke County, NC
  Cabarrus County, NC
  Caldwell County, NC
  Carteret County, NC
  Catawba County, NC
  Cleveland County, NC
  Craven County, NC
  Cumberland County, NC
  Davidson County, NC
  Durham County, NC
  Forsyth County, NC
  Gaston County, NC
  Guilford County, NC
  Harnett County, NC
  Henderson County, NC
  Iredell County, NC
  Johnston County, NC
  Lincoln County, NC
  Mecklenburg County, NC
  Moore County, NC
  Nash County, NC
  New Hanover County, NC
  Onslow County, NC
  Orange County, NC
  Pitt County, NC
  Randolph County, NC
  Robeson County, NC
  Rockingham County, NC
  Rowan County, NC
  Rutherford County, NC
  Surry County, NC
  Union County, NC
  Wake County, NC
  Wayne County, NC
  Wilkes County, NC
  Wilson County, NC
North Dakota
  Burleigh County, ND
  Cass County, ND
  Grand Forks County, ND
Ohio
  Allen County, OH
  Ashtabula County, OH
  Belmont County, OH
  Butler County, OH
  Clark County, OH
  Clermont County, OH
  Columbiana County, OH
  Cuyahoga County, OH
  Delaware County, OH
  Erie County, OH
  Fairfield County, OH
  Franklin County, OH
  Geauga County, OH
  Greene County, OH
  Hamilton County, OH
  Hancock County, OH
  Jefferson County, OH
  Lake County, OH
  Licking County, OH
  Lorain County, OH
  Lucas County, OH
  Mahoning County, OH
  Marion County, OH
  Medina County, OH
  Miami County, OH
  Montgomery County, OH
  Muskingum County, OH
  Portage County, OH
  Richland County, OH
  Ross County, OH
  Scioto County, OH
  Stark County, OH
  Summit County, OH
  Trumbull County, OH
  Tuscarawas County, OH
  Warren County, OH
  Wayne County, OH
  Wood County, OH
Oklahoma
  Canadian County, OK
  Cleveland County, OK
  Comanche County, OK
  Creek County, OK
  Muskogee County, OK
  Oklahoma County, OK
  Payne County, OK
  Pottawatomie County, OK
  Rogers County, OK
  Tulsa County, OK
  Wagoner County, OK
Oregon
  Benton County, OR
  Clackamas County, OR
  Deschutes County, OR
  Douglas County, OR
  Jackson County, OR
  Josephine County, OR
  Klamath County, OR
  Lane County, OR
  Linn County, OR
  Marion County, OR
  Multnomah County, OR
  Polk County, OR
  Umatilla County, OR
  Washington County, OR
  Yamhill County, OR
Pennsylvania
  Adams County, PA
  Allegheny County, PA
  Armstrong County, PA
  Beaver County, PA
  Berks County, PA
  Blair County, PA
  Bucks County, PA
  Butler County, PA
  Cambria County, PA
  Carbon County, PA
  Centre County, PA
  Chester County, PA
  Clearfield County, PA
  Columbia County, PA
  Crawford County, PA
  Cumberland County, PA
  Dauphin County, PA
  Delaware County, PA
  Erie County, PA
  Fayette County, PA
  Franklin County, PA
  Indiana County, PA
  Lackawanna County, PA
  Lancaster County, PA
  Lawrence County, PA
  Lebanon County, PA
  Lehigh County, PA
  Luzerne County, PA
  Lycoming County, PA
  Mercer County, PA
  Monroe County, PA
  Montgomery County, PA
  Northampton County, PA
  Northumberland County, PA
  Philadelphia County, PA
  Schuylkill County, PA
  Somerset County, PA
  Washington County, PA
  Westmoreland County, PA
  York County, PA
Rhode Island
  Kent County, RI
  Newport County, RI
  Providence County, RI
  Washington County, RI
South Carolina
  Aiken County, SC
  Anderson County, SC
  Beaufort County, SC
  Berkeley County, SC
  Charleston County, SC
  Chester County, SC
  Darlington County, SC
  Dorchester County, SC
  Florence County, SC
  Greenville County, SC
  Greenwood County, SC
  Horry County, SC
  Lancaster County, SC
  Laurens County, SC
  Lexington County, SC
  Oconee County, SC
  Orangeburg County, SC
  Pickens County, SC
  Richland County, SC
  Spartanburg County, SC
  Sumter County, SC
  York County, SC
South Dakota
  Minnehaha County, SD
  Pennington County, SD
Tennessee
  Anderson County, TN
  Blount County, TN
  Bradley County, TN
  Davidson County, TN
  Greene County, TN
  Hamilton County, TN
  Knox County, TN
  Madison County, TN
  Maury County, TN
  Montgomery County, TN
  Putnam County, TN
  Robertson County, TN
  Rutherford County, TN
  Sevier County, TN
  Shelby County, TN
  Sullivan County, TN
  Sumner County, TN
  Washington County, TN
  Williamson County, TN
  Wilson County, TN
Texas
  Angelina County, TX
  Austin County, TX
  Bastrop County, TX
  Bell County, TX
  Bexar County, TX
  Bowie County, TX
  Brazoria County, TX
  Brazos County, TX
  Cameron County, TX
 nbsp; Chambers County, TX
  Collin County, TX
  Comal County, TX
  Coryell County, TX
  Dallas County, TX
  Delta County, TX
  Denton County, TX
  Duval County, TX
  Ector County, TX
  Ellis County, TX
  El Paso County, TX
  Fort Bend County, TX
  Galveston County, TX
  Grayson County, TX
  Gregg County, TX
  Guadalupe County, TX
  Harris County, TX
  Harrison County, TX
  Hays County, TX
  Henderson County, TX
  Hidalgo County, TX
  Hood County, TX
  Hunt County, TX
  Jefferson County, TX
  Johnson County, TX
  Kaufman County, TX
  Liberty County, TX
  Lubbock County, TX
  McLennan County, TX
  Midland County, TX
  Montgomery County, TX
  Nueces County, TX
  Orange County, TX
  Parker County, TX
  Potter County, TX
  Randall County, TX
  Rockwall County, TX
  Smith County, TX
  Tarrant County, TX
  Taylor County, TX
  Tom Green County, TX
  Travis County, TX
  Victoria County, TX
  Walker County, TX
  Waller County, TX
  Webb County, TX
  Wichita County, TX
  Williamson County, TX
  Wise County, TX
Utah
  Cache County, UT
  Davis County, UT
  Salt Lake County, UT
  Utah County, UT
  Washington County, UT
  Weber County, UT
Vermont
  Chittenden County, VT
Virginia
  Arlington County, VA
  Bedford County, VA
  Chesterfield County, VA
  Fauquier County, VA
  Hanover County, VA
  Henrico County, VA
  Loudoun County, VA
  Stafford County, VA
  Alexandria city, VA
  Chesapeake city, VA
  Hampton city, VA
  Newport News city, VA
  Norfolk city, VA
  Portsmouth city, VA
  Richmond city, VA
  Roanoke city, VA
  Suffolk city, VA
  Virginia Beach city, VA
Washington
  Benton County, WA
  Chelan County, WA
  Clallam County, WA
  Clark County, WA
  Cowlitz County, WA
  Franklin County, WA
  Grant County, WA
  Grays Harbor County, WA
  Island County, WA
  King County, WA
  Kitsap County, WA
  Lewis County, WA
  Pierce County, WA
  Skagit County, WA
  Snohomish County, WA
  Spokane County, WA
  Thurston County, WA
  Whatcom County, WA
  Yakima County, WA
West Virginia
  Berkeley County, WV
  Cabell County, WV
  Harrison County, WV
  Kanawha County, WV
  Monongalia County, WV
  Raleigh County, WV
  Wood County, WV
Wisconsin
  Brown County, WI
  Dane County, WI
  Dodge County, WI
  Eau Claire County, WI
  Fond du Lac County, WI
  Jefferson County, WI
  Kenosha County, WI
  La Crosse County, WI
  Manitowoc County, WI
  Marathon County, WI
  Milwaukee County, WI
  Outagamie County, WI
  Ozaukee County, WI
  Portage County, WI
  Racine County, WI
  Rock County, WI
  St. Croix County, WI
  Sheboygan County, WI
  Walworth County, WI
  Washington County, WI
  Waukesha County, WI
  Winnebago County, WI
  Wood County, WI
Wyoming
  Laramie County, WY
  Natrona County, WY

Web Data Access
The RDEMS software is a Windows based application used to develop estimates and projections, produce reports and tables and to perform impact analysis operations. The Web-based interactive tool for accessing projections becomes available in fall 2016. Use Web-based tables described below to examine RDEMS database attributes for selected areas.

Using Web-based Tables
When a geographic area is selected an RDEMS table opened. The table is displayed showing the geographic area name, two selection scroll sections and data table.

Example: View Harris County, TX
  • the CA30 Economic Profile opens by default.
  • select a different table for this same geographic area using the left scroll section.
  • select a different geographic area using the right scroll section.

Web Table Availability
These tables
  • provide current/historical data
  • illustrate scope of subject matter available as current estimates and projections
      - "current estimates" are as of 2016
      - "projections" refer to data for future periods (for annual data 2017 through 2021 as of 2016)

Briefing Notes -- narrative summary of selected demographic-economic items
  • most data are selected from more detailed tables described below
  • most data are presented in comparison with corresponding U.S. data
POP1 Population & Components of Change, Age & Race/Origin
  • most recent Census sourced FSCP annual estimates (lags one year+)
HSG1 Housing Characteristics
  • most recent Census sourced FSCP annual estimates (lags one year+)
  • most recent Census sourced building permits annual data (lags one year)
DEM1 Demographic-Economic Profile
  • items from ACS 1-year demographic-economic profile interactive tables
  • lag up to 2 years
  • includes only those items for which current estimates and projections are developed
  • web tables available for only those areas with 65,000 population or more
LF1 Labor Force Characteristics
  • a repeat of corresponding part of DEM1 for convenience comparing to LF2
LF2 Labor Force Characteristics
  • most recent BLS LAUS estimates (lag up to one year)
EST1 Establishments, Employment, Earnings
  • most recent Census County Business Patterns (lag two years)
EST2 Establishments, Employment, Earnings
  • most recent BLS QCEW (lag one year)
  • not yet included
CA4 Personal Income and Employment by Major Component
  • most recent BEA local area personal income (lag two years)
CA5 Personal Income by Major Component and Earnings by Industry
  • most recent BEA local area personal income (lag two years)
CA6 Compensation of Employees by Industry
  • most recent BEA local area personal income (lag two years)
CA25 Employment by Industry
  • most recent BEA local area personal income (lag two years)
CA30 Economic Profile
  • most recent BEA local area personal income (lag two years)
CA35 Current Transfer Receipts
  • most recent BEA local area personal income (lag two years)
CA45 Farm Income & Expenses
  • most recent BEA local area personal income (lag two years)

Additional Usage Notes
1. Labor Force Measures
Compare the LF1 (Census-ACS) to LF2 (BLS-LAUS) Labor Force measures in the Harris County, TX spreadsheet
Note the 2014 ACS unemployment estimate is 140,923 compared to the 2014 LAUS estimate of 110,986.
  • the numbers are substantially differ, which one to use?
  • there is no way to determine the reliability of the LAUS estimate due to estimation procedure.
    .. an observation, not a criticism.
  • due estimation methodology, it is possible to determine the reliability of the ACS estimate.
  • one advantage of the LAUS estimate is that more recent data are available compared to ACS.
  • another LAUS usage advantage is that the estimates are released monthly with a very short lag.
  • another LAUS usage advantage is that the estimates are available for each/all counties.
    .. the ACS 1-year estimates (as used here) are available only for areas with population 65,000 or more.
  • an ACS usage advantage is that related attributes about the population are also available, unlike the LAUS data.
  • in summary both estimates, and related data, need to be examined.

FAQs - Frequently Asked Questions
Q: Why are these data needed?
A: There are many application/analytical scenarios that need to be described in a case-by-case manner.
In general, these data are needed as Federal statistical agencies do not produce current estimates nor projections, but yet are essential to meet planning and business needs.
For example ND counties with oil shale boom still show high population gains as of 2015, the most recent Census sourced data; the economy is changing there; out-migration is increasing, etc.

Q: How can these data be used?
A1: To reduce uncertainty and risk associated with management, policy-making and decision-making.
A2: To improve profitability and goal/objective achievement in the most expedient and cost-effective manner.
A3: There is a near infinite set of answers to this question, based on the sphere of subject matter interest.

Q: How often are the data updated?
A: The data are updated quarterly. Updates are released in July, October, January, April.

Q: What is an update?
A: An update involves re-estimation of the model using new/latest assumptions and new/revised historical data.
.. historical data in the database are updated.
.. revised current estimates and projections are updated in the database.
.. for the quarterly projections, the extent of the quarterly projection is advanced each quarter.
.. for the annual projections, the extent of the annual projection is extended each year with the July release.

Q: What are the data updated quarterly? Aren't annual updates adequate?
A1 Different historical data update at different times during the year.
.. for example, the ACS data update in September of each year.
  - these data need to be reflected in the current estimates and projections in the 4th quarter release, without waiting for July of the next year.
A2 Many subject matter items are very time sensitive;
.. annual updates are useful but do not adequately capture key trends and changes.
.. for example, the monthly and quarterly changes in the employment situation and housing conditions require more recent data for program management, policy-making and decision-making.
A3 Changing conditions may necessitate changes and model specification.
.. for example, a change to the Fed interest rate, change in the oil supply due to cartel action, etc. may be so fundamental that existing projections need to be modified without waiting for an annual update.

Q: What is meant by the terms "current estimates and projections"?
A1. Current estimates are data values associated with item(s) (e.g., total population) for the current time period.
Projections are data values associated with items(s) (e.g, unemployment rate) for future points in time.
Reference to "current estimates" is to distinguish from "most recent estimates".
- as of June 2016, the "most recent estimate" from ACS 2014 (the most recent ACS data) is as of 2014.
- those data are two years old and not "current estimates".
A2. "RDEMS estimates and projections" refers to a continuous series of values for subject matter item(s).
.. the RDEMS series for the "County SYOA" data are annual and run continuously for the period 2010-2060.

Q: How are the models specified? How is the scope and mix of data determined?
A1. The models are a set of cause and effect equations used to specify the jointly dependent/simultaneous determination of geographic, demographic, economic and business data.
.. the exact specification of the models is licensed to users who wish to:
1. develop extended detail (geographic or subject matter projections.
2. alternative scenario projections based on different assumptions.
3. assess impact of change using additional or differently specified equations or data.
A2. The scope and mix of data is determined by factors including:
1. subject matter needed to develop single year of age estimates and projections.
2. subject matter needed to estimate GDP and personal income models.
3. subject matter needed to estimate/project key demographic-economic items determined by Warren Glimpse.
4. need for the items in the cause and effect equations (to take account of all relevant factors)
5. limitations imposed by unavailability of some items

Q: Can I integrate my data with RDEMS estimates and projections?
A1 Yes. Subscribers may download/export data for use on their computer.
.. Downloaded/exported data are organized as described in associated documentation/file layout.
.. A standardized data structure is used that enabled importing RDEMS into wide-ranging software.

Support Using these Resources
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Additional Information
ProximityOne develops geographic-demographic-economic data and analytical tools and helps organizations knit together and use diverse data in a decision-making and analytical framework. We develop custom demographic/economic estimates and projections, develop geographic and geocoded address files, and assist with impact and geospatial analyses. Wide-ranging organizations use our software, data and methodologies to analyze their own data integrated with other data. Follow ProximityOne on Twitter at www.twitter.com/proximityone. Contact ProximityOne (888-364-7656) with questions about data covered in this section or to discuss custom estimates, projections or analyses for your areas of interest.



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