About Innovation Intelligence

The Innovation Intelligence Index (II3) helps you explore regional characteristics related to innovation and entrepreneurship to help advance economic development strategies.


New in II3

Though the structure of the Innovation Index is unchanged with this third version of the index, a few changes have been made to the measures and indexes for consistency and to use the most recent data available. Measures that were 10-year changes or averages in the Innovation 2.0 have been decreased to five-year changes or averages. Measures that were three-year changes or averages have been increased to five-year changes or averages. Finally, there were a couple measures in the prior version that used data all the way back to 2002. These have also been changed to five-year averages.

Available for the first time in II3 are state-level indexes, which are provided so users can compare a smaller region (such as a county or metro) to the state in which it’s located.

All the details concerning the specific changes that were made to individual measures and the rationales for each are described in the Driving Regional Innovation: Supplemental Report for Innovation Intelligence.


Why Index Innovation?

The Innovation Index provides a set of analytic tools that can help regional leaders reach a strong consensus on regional strategic direction. One can also use these data to see and understand a region’s weaknesses, strengths and potential. In this way, data and analysis can inform stakeholders’ collective action toward a common vision and can guide complex decision-making at a regional-level by analyzing a region’s assets or liabilities in detail.

The vast majority of the data items used in II3 are county-based and can be downloaded by county, metro and more.


What the Index Includes

The headline Innovation Intelligence Index is calculated from five core indexes. The structure and the calculation of the index is hierarchical, or built up, pyramid-like, from a large foundation of data to the single headline index.

The “headline” index—the one, high-level summary index—is comprised of five major categorical indexes organized thematically, which we refer to as core indexes. Those five core indexes are built up from several sub-indexes that are built up from several measures that are also organized thematically along more precisely defined concepts.       

List of Measures by Core Index


How Is It Calculated?

The Innovation Index headline number combines the five major core indexes. Each index is weighted equally, by 20 percent each.

View the reports for documentation of all of the measures and their formulas »


Interpreting the Scores

Indexes attempt to present complex data simply, somewhat like a dashboard gauge. Understanding what the dashboard is showing may require interpretation. The headline index, core indexes and sub-indexes score a region or county relative to the United States on a continuous scale. Users may prefer to compare their regions of interest against other benchmark or peer regions that share characteristics like population density, access to transportation infrastructure or presence of federal research laboratories.

Additionally, the headline index has no simple, unambiguous definition because, at the time of this writing, there is no established statistical relationship between the indexes and desired outcomes. Rather, the headline index is a collection of measures—both input and output—baked into one at-a-glance number. The headline index is an aggregation of underlying core indexes for innovation inputs and outputs. Traditionally, inputs and outputs would not be combined into a single figure. One might suggest that higher levels of innovation inputs would result in higher levels of outputs—they would move together—but it should be acknowledged that the headline index is an aggregation of many contrasting parts that may or may not move in tandem.

The measures for inputs and outputs in the headline and core indexes are theoretically linked. The fact that the measures that measure innovation inputs and outputs in an earlier version of the index tend to move together offers statistical support for joining the two concepts into a single composite, headline index.


Geography

Innovation Intelligence uses counties as the primary geography and as the building blocks for regions, including metropolitan areas and economic development districts.

II3 is using what are called “BEA counties” as its geographic base, which results in 3,110 counties nationwide. More specifically, the U.S. Bureau of Economic Analysis (BEA) has combined two counties in Hawaii and 24 counties with independent cities in Virginia, and the IBRC has combined areas in Alaska due to data disclosure and other availability issues for those regions.   

BEA/IBRC Code Name Census Code
Alaska (3 differences)
02232 Skagway + Hoonah-Angoon 02230, 02105
02280 Wrangell-Petersburg 02195, 02275
02901 Prince of Wales-Outer Ketchikan + Ketchikan Gateway 02130, 02198, 02201
Hawaii (1 difference)
15901 Kalawao + Maui 15005, 15009
Virginia (24 differences)
51901 Albemarle + Charlottesville 51003, 51540
51903 Alleghany + Covington 51005, 51560, 51580
51907 Augusta + Staunton + Waynesboro 51015, 51790, 51820
51019 Bedford + Bedford City 51019, 51515
51911 Campbell + Lynchburg 51031, 51680
51913 Carroll + Galax 51035, 51640
51918 Dinwiddie + Colonial Heights + Petersburg 51053, 51570, 51730
51919 Fairfax + Fairfax City + Falls Church 51059, 51600, 51610
51921 Frederick + Winchester 51069, 51840
51923 Greensville + Emporia 51081, 51595
51929 Henry + Martinsville 51089, 51690
51931 James City + Williamsburg 51095, 51830
51933 Montgomery + Radford 51121, 51750
51939 Pittsylvania + Danville 51143, 51590
51941 Prince George + Hopewell 51149, 51670
51942 Prince William + Manassas + Manassas Park 51153, 51683, 51685
51944 Roanoke + Salem 51161, 51775
51945 Rockbridge + Buena Vista + Lexington 51163, 51530, 51678
51947 Rockingham + Harrisonburg 51165, 51660
51949 Southampton + Franklin 51175, 51620
51951 Spotsylvania + Fredericksburg 51177, 51630
51953 Washington + Bristol 51191, 51520
51955 Wise + Norton 51195, 51720
51958 York + Poquoson 51199, 51735

Also note that Shannon County, South Dakota (FIPS: 46113) was renamed Oglala Lakota County (FIPS: 46102) in 2015, so any data originally coded as Shannon County is being re-coded to Oglala Lakota County.

The federal government has specific geographic delineations (county-based) for metropolitan areas. These are regions with high population density at the “core” and close economic ties throughout the region.

II3 includes 383 metropolitan statistical areas (MSAs), based on the April 2018 metropolitan definitions from the Office of Management and Budget. (This tool does not include the Puerto Rican metro areas.)

The U.S. Economic Development Administration may designate a region as an Economic Development District (EDD) if a region requests it and the area meets certain qualifications as outlined in U.S. Code 13 CFR 304.1. These federally designated EDDs are incorporated throughout StatsAmerica and II3, based on unique codes we have ascribed to them. We utilize the names defined by the districts themselves.

II3 utilizes EDDs as designated in August 2021. There are 393 EDDs, most of which combine counties to form a region (or district). For those districts that include parts of counties, we must utilize the entire county for purposes of II3 (which uses counties as the building block and for which most federal data are available as relates to our measures of innovation).

As a result, there may be an overlap of counties for some districts. View the full listing of EDDs and their county components »

More information on Economic Development Districts is available from the U.S. EDA website: https://www.eda.gov/ceds/