Counties in Texas by COPD in adults, local model estimate

San Augustine County had the highest COPD in adults, local model estimate of 254 counties in 2021, at 13.4%. Travis County had the lowest, at 4.5%. The median was 8.5%. Source: the Centers for Disease Control and Prevention.

Keep it in a collection in your library.
Lowest4.5Travis County
Median8.5254 counties

Map of counties, 2021

Anderson County: 8.6 %Andrews County: 6.6 %Angelina County: 9.8 %Aransas County: 10.4 %Archer County: 8.8 %Armstrong County: 7.6 %Atascosa County: 6.7 %Austin County: 8.4 %Bailey County: 7.3 %Bandera County: 9.1 %Bastrop County: 7.3 %Baylor County: 9.6 %Bee County: 6.8 %Bell County: 6.3 %Bexar County: 5.7 %Blanco County: 8.6 %Borden County: 6.6 %Bosque County: 9.8 %Bowie County: 8.5 %Brazoria County: 5.7 %Brazos County: 5.6 %Brewster County: 6.7 %Briscoe County: 11.4 %Brooks County: 8.1 %Brown County: 9 %Burleson County: 8.9 %Burnet County: 8.6 %Caldwell County: 7.5 %Calhoun County: 7.4 %Callahan County: 8.5 %Cameron County: 6.8 %Camp County: 9.4 %Carson County: 7.8 %Cass County: 11 %Castro County: 7.1 %Chambers County: 6.6 %Cherokee County: 9.4 %Childress County: 7.3 %Clay County: 8.8 %Cochran County: 10.8 %Coke County: 9.9 %Coleman County: 10.5 %Collin County: 4.6 %Collingsworth County: 10.5 %Colorado County: 9.2 %Comal County: 6.2 %Comanche County: 9.2 %Concho County: 10.1 %Cooke County: 8.6 %Coryell County: 6.4 %Cottle County: 11.9 %Crane County: 6 %Crockett County: 6.4 %Crosby County: 9.4 %Culberson County: 9.6 %Dallam County: 9.2 %Dallas County: 6 %Dawson County: 9 %Deaf Smith County: 7.3 %Delta County: 9.6 %Denton County: 4.8 %DeWitt County: 9.2 %Dickens County: 9.5 %Dimmit County: 9.8 %Donley County: 9.8 %Duval County: 7 %Eastland County: 10.2 %Ector County: 6.2 %Edwards County: 11.4 %Ellis County: 6.4 %El Paso County: 5.5 %Erath County: 7.2 %Falls County: 10.2 %Fannin County: 8.9 %Fayette County: 9 %Fisher County: 8.5 %Floyd County: 8 %Foard County: 13 %Fort Bend County: 4.5 %Franklin County: 7.7 %Freestone County: 9.4 %Frio County: 6.5 %Gaines County: 7.5 %Galveston County: 6.5 %Garza County: 6.7 %Gillespie County: 8.3 %Glasscock County: 7.1 %Goliad County: 8.5 %Gonzales County: 8.8 %Gray County: 9.1 %Grayson County: 8.2 %Gregg County: 8.3 %Grimes County: 9.3 %Guadalupe County: 6.1 %Hale County: 7.4 %Hall County: 10.4 %Hamilton County: 10.9 %Hansford County: 8.7 %Hardeman County: 8.9 %Hardin County: 8.8 %Harris County: 6 %Harrison County: 8.8 %Hartley County: 6.1 %Haskell County: 10.3 %Hays County: 5.5 %Hemphill County: 6.9 %Henderson County: 10.5 %Hidalgo County: 6.8 %Hill County: 9.1 %Hockley County: 8 %Hood County: 8.2 %Hopkins County: 9 %Houston County: 11.6 %Howard County: 7.5 %Hudspeth County: 8.8 %Hunt County: 8.3 %Hutchinson County: 8.3 %Irion County: 8.2 %Jack County: 9.7 %Jackson County: 8.5 %Jasper County: 11.8 %Jeff Davis County: 12.1 %Jefferson County: 8.2 %Jim Hogg County: 7.5 %Jim Wells County: 7.1 %Johnson County: 7.5 %Jones County: 8.5 %Karnes County: 7.5 %Kaufman County: 6.7 %Kendall County: 6.1 %Kenedy County: 8.4 %Kent County: 7.8 %Kerr County: 8.7 %Kimble County: 10.2 %King County: 12.3 %Kinney County: 8.7 %Kleberg County: 5.8 %Knox County: 9.8 %Lamar County: 9.6 %Lamb County: 9.1 %Lampasas County: 8.7 %La Salle County: 5.9 %Lavaca County: 9.4 %Lee County: 9.4 %Leon County: 11 %Liberty County: 8.8 %Limestone County: 10 %Lipscomb County: 8 %Live Oak County: 10.1 %Llano County: 10.1 %Loving County: 6.1 %Lubbock County: 6.3 %Lynn County: 8.5 %McCulloch County: 10 %McLennan County: 7.6 %McMullen County: 9.7 %Madison County: 8 %Marion County: 11.9 %Martin County: 6.6 %Mason County: 8.1 %Matagorda County: 8.9 %Maverick County: 6.3 %Medina County: 6.6 %Menard County: 9.8 %Midland County: 5.4 %Milam County: 9.4 %Mills County: 9.5 %Mitchell County: 7.9 %Montague County: 9.8 %Montgomery County: 6.2 %Moore County: 7.1 %Morris County: 9.8 %Motley County: 9.5 %Nacogdoches County: 8.4 %Navarro County: 9.2 %Newton County: 12.2 %Nolan County: 9.5 %Nueces County: 6.6 %Ochiltree County: 7.4 %Oldham County: 8.2 %Orange County: 8.5 %Palo Pinto County: 9.4 %Panola County: 9.5 %Parker County: 7.2 %Parmer County: 7.3 %Pecos County: 7.2 %Polk County: 10.3 %Potter County: 8.9 %Presidio County: 11.1 %Rains County: 9.8 %Randall County: 6.4 %Reagan County: 5.5 %Real County: 12.4 %Red River County: 11.3 %Reeves County: 6.4 %Refugio County: 9.1 %Roberts County: 7.9 %Robertson County: 9.6 %Rockwall County: 5.2 %Runnels County: 8.8 %Rusk County: 8.5 %Sabine County: 12.4 %San Augustine County: 13.4 %San Jacinto County: 10.8 %San Patricio County: 7.2 %San Saba County: 9.9 %Schleicher County: 7.3 %Scurry County: 8.1 %Shackelford County: 8.1 %Shelby County: 10.7 %Sherman County: 8.2 %Smith County: 7.7 %Somervell County: 7.9 %Starr County: 7.6 %Stephens County: 8.9 %Sterling County: 6.4 %Stonewall County: 10 %Sutton County: 7.8 %Swisher County: 10.2 %Tarrant County: 6.2 %Taylor County: 7 %Terrell County: 9.6 %Terry County: 9.3 %Throckmorton County: 10.2 %Titus County: 8.7 %Tom Green County: 6.6 %Travis County: 4.5 %Trinity County: 11.7 %Tyler County: 10.9 %Upshur County: 10 %Upton County: 7.7 %Uvalde County: 7.4 %Val Verde County: 6.6 %Van Zandt County: 9.5 %Victoria County: 7.6 %Walker County: 7.8 %Waller County: 6 %Ward County: 7.5 %Washington County: 8.2 %Webb County: 5.7 %Wharton County: 8.3 %Wheeler County: 10.6 %Wichita County: 7.6 %Wilbarger County: 10.8 %Willacy County: 7.3 %Williamson County: 5 %Wilson County: 6.9 %Winkler County: 6.8 %Wise County: 8.1 %Wood County: 10.2 %Yoakum County: 6.6 %Young County: 8.9 %Zapata County: 7.6 %Zavala County: 7.4 %
  • Under 6.6
  • 6.6 to 7.5
  • 7.5 to 8.4
  • 8.4 to 9.2
  • 9.2 to 10
  • 10 and over
%, 2021. Source: CDC, PLACES: Local Data for Better Health, County Data (swc5-untb, fu4u-a9bh, h3ej-a9ec and later releases), copd in adults, crude prevalence. Boundaries: U.S. Census Bureau cartographic boundary files.

Top 40 counties, 2021

San Augustine County: 13.4 %San Augustine County13.4Foard County: 13 %Foard County13Real County: 12.4 %Real County12.4Sabine County: 12.4 %Sabine County12.4King County: 12.3 %King County12.3Newton County: 12.2 %Newton County12.2Jeff Davis County: 12.1 %Jeff Davis County12.1Cottle County: 11.9 %Cottle County11.9Marion County: 11.9 %Marion County11.9Jasper County: 11.8 %Jasper County11.8Trinity County: 11.7 %Trinity County11.7Houston County: 11.6 %Houston County11.6Briscoe County: 11.4 %Briscoe County11.4Edwards County: 11.4 %Edwards County11.4Red River County: 11.3 %Red River County11.3Presidio County: 11.1 %Presidio County11.1Cass County: 11 %Cass County11Leon County: 11 %Leon County11Hamilton County: 10.9 %Hamilton County10.9Tyler County: 10.9 %Tyler County10.9Cochran County: 10.8 %Cochran County10.8San Jacinto County: 10.8 %San Jacinto County10.8Wilbarger County: 10.8 %Wilbarger County10.8Shelby County: 10.7 %Shelby County10.7Wheeler County: 10.6 %Wheeler County10.6Coleman County: 10.5 %Coleman County10.5Collingsworth County: 10.5 %Collingsworth County10.5Henderson County: 10.5 %Henderson County10.5Aransas County: 10.4 %Aransas County10.4Hall County: 10.4 %Hall County10.4Haskell County: 10.3 %Haskell County10.3Polk County: 10.3 %Polk County10.3Eastland County: 10.2 %Eastland County10.2Falls County: 10.2 %Falls County10.2Kimble County: 10.2 %Kimble County10.2Swisher County: 10.2 %Swisher County10.2Throckmorton County: 10.2 %Throckmorton County10.2Wood County: 10.2 %Wood County10.2Concho County: 10.1 %Concho County10.1Live Oak County: 10.1 %Live Oak County10.1San Augustine County: 13.4 %San Augustine County13.4Foard County: 13 %Foard County13Real County: 12.4 %Real County12.4Sabine County: 12.4 %Sabine County12.4King County: 12.3 %King County12.3Newton County: 12.2 %Newton County12.2Jeff Davis County: 12.1 %Jeff Davis County12.1Cottle County: 11.9 %Cottle County11.9Marion County: 11.9 %Marion County11.9Jasper County: 11.8 %Jasper County11.8Trinity County: 11.7 %Trinity County11.7Houston County: 11.6 %Houston County11.6Briscoe County: 11.4 %Briscoe County11.4Edwards County: 11.4 %Edwards County11.4Red River County: 11.3 %Red River County11.3Presidio County: 11.1 %Presidio County11.1Cass County: 11 %Cass County11Leon County: 11 %Leon County11Hamilton County: 10.9 %Hamilton County10.9Tyler County: 10.9 %Tyler County10.9Cochran County: 10.8 %Cochran County10.8San Jacinto County: 10.8 %San Jacinto County10.8Wilbarger County: 10.8 %Wilbarger County10.8Shelby County: 10.7 %Shelby County10.7Wheeler County: 10.6 %Wheeler County10.6Coleman County: 10.5 %Coleman County10.5Collingsworth County: 10.5 %Collingsworth County10.5Henderson County: 10.5 %Henderson County10.5Aransas County: 10.4 %Aransas County10.4Hall County: 10.4 %Hall County10.4Haskell County: 10.3 %Haskell County10.3Polk County: 10.3 %Polk County10.3Eastland County: 10.2 %Eastland County10.2Falls County: 10.2 %Falls County10.2Kimble County: 10.2 %Kimble County10.2Swisher County: 10.2 %Swisher County10.2Throckmorton County: 10.2 %Throckmorton County10.2Wood County: 10.2 %Wood County10.2Concho County: 10.1 %Concho County10.1Live Oak County: 10.1 %Live Oak County10.1
%. Source: CDC, PLACES: Local Data for Better Health, County Data (swc5-untb, fu4u-a9bh, h3ej-a9ec and later releases), copd in adults, crude prevalence. Retrieved 2026-10-12.

Full ranking

RankCounties2021 (%)
1San Augustine County13.4
2Foard County13
3Real County12.4
3Sabine County12.4
5King County12.3
6Newton County12.2
7Jeff Davis County12.1
8Cottle County11.9
8Marion County11.9
10Jasper County11.8
11Trinity County11.7
12Houston County11.6
13Briscoe County11.4
13Edwards County11.4
15Red River County11.3
16Presidio County11.1
17Cass County11
17Leon County11
19Hamilton County10.9
19Tyler County10.9
21Cochran County10.8
21San Jacinto County10.8
21Wilbarger County10.8
24Shelby County10.7
25Wheeler County10.6
26Coleman County10.5
26Collingsworth County10.5
26Henderson County10.5
29Aransas County10.4
29Hall County10.4
31Haskell County10.3
31Polk County10.3
33Eastland County10.2
33Falls County10.2
33Kimble County10.2
33Swisher County10.2
33Throckmorton County10.2
33Wood County10.2
39Concho County10.1
39Live Oak County10.1
39Llano County10.1
42Limestone County10
42McCulloch County10
42Stonewall County10
42Upshur County10
46Coke County9.9
46San Saba County9.9
48Angelina County9.8
48Bosque County9.8
48Dimmit County9.8
48Donley County9.8
48Knox County9.8
48Menard County9.8
48Montague County9.8
48Morris County9.8
48Rains County9.8
57Jack County9.7
57McMullen County9.7
59Baylor County9.6
59Culberson County9.6
59Delta County9.6
59Lamar County9.6
59Robertson County9.6
59Terrell County9.6
65Dickens County9.5
65Mills County9.5
65Motley County9.5
65Nolan County9.5
65Panola County9.5
65Van Zandt County9.5
71Camp County9.4
71Cherokee County9.4
71Crosby County9.4
71Freestone County9.4
71Lavaca County9.4
71Lee County9.4
71Milam County9.4
71Palo Pinto County9.4
79Grimes County9.3
79Terry County9.3
81Colorado County9.2
81Comanche County9.2
81Dallam County9.2
81DeWitt County9.2
81Navarro County9.2
86Bandera County9.1
86Gray County9.1
86Hill County9.1
86Lamb County9.1
86Refugio County9.1
91Brown County9
91Dawson County9
91Fayette County9
91Hopkins County9
95Burleson County8.9
95Fannin County8.9
95Hardeman County8.9
95Matagorda County8.9
95Potter County8.9
95Stephens County8.9
95Young County8.9
102Archer County8.8
102Clay County8.8
102Gonzales County8.8
102Hardin County8.8
102Harrison County8.8
102Hudspeth County8.8
102Liberty County8.8
102Runnels County8.8
110Hansford County8.7
110Kerr County8.7
110Kinney County8.7
110Lampasas County8.7
110Titus County8.7
115Anderson County8.6
115Blanco County8.6
115Burnet County8.6
115Cooke County8.6
119Bowie County8.5
119Callahan County8.5
119Fisher County8.5
119Goliad County8.5
119Jackson County8.5
119Jones County8.5
119Lynn County8.5
119Orange County8.5
119Rusk County8.5
128Austin County8.4
128Kenedy County8.4
128Nacogdoches County8.4
131Gillespie County8.3
131Gregg County8.3
131Hunt County8.3
131Hutchinson County8.3
131Wharton County8.3
136Grayson County8.2
136Hood County8.2
136Irion County8.2
136Jefferson County8.2
136Oldham County8.2
136Sherman County8.2
136Washington County8.2
143Brooks County8.1
143Mason County8.1
143Scurry County8.1
143Shackelford County8.1
143Wise County8.1
148Floyd County8
148Hockley County8
148Lipscomb County8
148Madison County8
152Mitchell County7.9
152Roberts County7.9
152Somervell County7.9
155Carson County7.8
155Kent County7.8
155Sutton County7.8
155Walker County7.8
159Franklin County7.7
159Smith County7.7
159Upton County7.7
162Armstrong County7.6
162McLennan County7.6
162Starr County7.6
162Victoria County7.6
162Wichita County7.6
162Zapata County7.6
168Caldwell County7.5
168Gaines County7.5
168Howard County7.5
168Jim Hogg County7.5
168Johnson County7.5
168Karnes County7.5
168Ward County7.5
175Calhoun County7.4
175Hale County7.4
175Ochiltree County7.4
175Uvalde County7.4
175Zavala County7.4
180Bailey County7.3
180Bastrop County7.3
180Childress County7.3
180Deaf Smith County7.3
180Parmer County7.3
180Schleicher County7.3
180Willacy County7.3
187Erath County7.2
187Parker County7.2
187Pecos County7.2
187San Patricio County7.2
191Castro County7.1
191Glasscock County7.1
191Jim Wells County7.1
191Moore County7.1
195Duval County7
195Taylor County7
197Hemphill County6.9
197Wilson County6.9
199Bee County6.8
199Cameron County6.8
199Hidalgo County6.8
199Winkler County6.8
203Atascosa County6.7
203Brewster County6.7
203Garza County6.7
203Kaufman County6.7
207Andrews County6.6
207Borden County6.6
207Chambers County6.6
207Martin County6.6
207Medina County6.6
207Nueces County6.6
207Tom Green County6.6
207Val Verde County6.6
207Yoakum County6.6
216Frio County6.5
216Galveston County6.5
218Coryell County6.4
218Crockett County6.4
218Ellis County6.4
218Randall County6.4
218Reeves County6.4
218Sterling County6.4
224Bell County6.3
224Lubbock County6.3
224Maverick County6.3
227Comal County6.2
227Ector County6.2
227Montgomery County6.2
227Tarrant County6.2
231Guadalupe County6.1
231Hartley County6.1
231Kendall County6.1
231Loving County6.1
235Crane County6
235Dallas County6
235Harris County6
235Waller County6
239La Salle County5.9
240Kleberg County5.8
241Bexar County5.7
241Brazoria County5.7
241Webb County5.7
244Brazos County5.6
245El Paso County5.5
245Hays County5.5
245Reagan County5.5
248Midland County5.4
249Rockwall County5.2
250Williamson County5

Showing the top 250 of 254. The Excel download has every row.

Other periods

About this ranking

Percentage of adults who have ever been told by a doctor, nurse or other health professional that they had chronic obstructive pulmonary disease (COPD), emphysema or chronic bronchitis. Model-based estimate for adults aged 18 and over from CDC PLACES. Crude prevalence, not age-adjusted.

US counties and cities (incorporated places of 10,000 or more). CDC PLACES combines Behavioral Risk Factor Surveillance System (BRFSS) answers with local population data through multilevel regression and poststratification, so a county or city value is a model estimate, not a survey count. The year is the BRFSS survey year, not the release year. CDC says the method does not support tracking change in a place over time, and each annual release can change the model, so values for different years are not strictly comparable. A state is missing in a year when its BRFSS data did not meet standards (Kentucky and Pennsylvania in 2023, Florida in 2021). Connecticut counties appear as its nine planning regions from 2022; its eight former counties are not served. City values for 2021 come from the 2023 release, built on 2010 Census place boundaries; later years use 2020 boundaries.

Every value in the ranking comes from the same publisher and the same period, so the counties are compared on one definition. Equal values share a rank.

How to cite

Centers for Disease Control and Prevention (CDC). PLACES: Local Data for Better Health, County Data (swc5-untb, fu4u-a9bh, h3ej-a9ec and later releases), copd in adults, crude prevalence. https://www.cdc.gov/places/. Retrieved 2026-10-12. These data are available free from CDC. Use does not imply endorsement by CDC, ATSDR, HHS or the United States Government.

Citation styles

The publisher is the author. Invokely is named only as the place the figures were read, where a style asks for it.

APA 7

Centers for Disease Control and Prevention. (2025). PLACES: Local Data for Better Health, County Data (swc5-untb, fu4u-a9bh, h3ej-a9ec and later releases), copd in adults, crude prevalence (Counties in Texas by COPD in adults, local model estimate, 2021) [Data set]. Retrieved October 12, 2026, from https://www.cdc.gov/places/

MLA 9

PLACES: Local Data for Better Health, County Data (swc5-untb, fu4u-a9bh, h3ej-a9ec and later releases), copd in adults, crude prevalence, Counties in Texas by COPD in adults, local model estimate, 2021. Centers for Disease Control and Prevention, 4 Dec. 2025, https://www.cdc.gov/places/. Invokely, https://invokely.ai/rankings/adult-copd-rate-county-estimate/texas-counties?period=2021. Accessed 12 Oct. 2026.

Chicago (author-date)

Centers for Disease Control and Prevention. 2025. PLACES: Local Data for Better Health, County Data (swc5-untb, fu4u-a9bh, h3ej-a9ec and later releases), copd in adults, crude prevalence. Counties in Texas by COPD in adults, local model estimate, 2021. Dataset. Accessed October 12, 2026. https://www.cdc.gov/places/. Also distributed by Invokely, https://invokely.ai/rankings/adult-copd-rate-county-estimate/texas-counties?period=2021.

Harvard

Centers for Disease Control and Prevention (2025) PLACES: Local Data for Better Health, County Data (swc5-untb, fu4u-a9bh, h3ej-a9ec and later releases), copd in adults, crude prevalence, Counties in Texas by COPD in adults, local model estimate, 2021 [Dataset]. Available at: https://www.cdc.gov/places/, via Invokely: https://invokely.ai/rankings/adult-copd-rate-county-estimate/texas-counties?period=2021 (Accessed: 12 October 2026).

BibTeX
@misc{centers_counties_in_texas_by_2021,
  author = {{Centers for Disease Control and Prevention}},
  title = {{PLACES: Local Data for Better Health, County Data (swc5-untb, fu4u-a9bh, h3ej-a9ec and later releases), copd in adults, crude prevalence: Counties in Texas by COPD in adults, local model estimate, 2021}},
  year = {2025},
  howpublished = {Data set},
  url = {https://www.cdc.gov/places/},
  urldate = {2026-10-12},
  note = {Accessed via Invokely, https://invokely.ai/rankings/adult-copd-rate-county-estimate/texas-counties?period=2021. Publisher attribution: Centers for Disease Control and Prevention (CDC). PLACES: Local Data for Better Health, County Data (swc5-untb, fu4u-a9bh, h3ej-a9ec and later releases), copd in adults, crude prevalence. https://www.cdc.gov/places/. Retrieved 2026-10-12. These data are available free from CDC. Use does not imply endorsement by CDC, ATSDR, HHS or the United States Government.},
}
RIS
TY  - DATA
AU  - Centers for Disease Control and Prevention
TI  - PLACES: Local Data for Better Health, County Data (swc5-untb, fu4u-a9bh, h3ej-a9ec and later releases), copd in adults, crude prevalence: Counties in Texas by COPD in adults, local model estimate, 2021
PY  - 2025
DA  - 2025/12/04
PB  - Centers for Disease Control and Prevention
DB  - Invokely
UR  - https://www.cdc.gov/places/
L2  - https://invokely.ai/rankings/adult-copd-rate-county-estimate/texas-counties?period=2021
Y2  - 2026/10/12
N1  - Accessed via Invokely, https://invokely.ai/rankings/adult-copd-rate-county-estimate/texas-counties?period=2021.
N1  - Publisher attribution: Centers for Disease Control and Prevention (CDC). PLACES: Local Data for Better Health, County Data (swc5-untb, fu4u-a9bh, h3ej-a9ec and later releases), copd in adults, crude prevalence. https://www.cdc.gov/places/. Retrieved 2026-10-12. These data are available free from CDC. Use does not imply endorsement by CDC, ATSDR, HHS or the United States Government.
ER  - 
Embed this chart

Paste this code into a web page or a blog post. The chart shows the latest figures as they are published, with the source and a link back to this page.

Sites that read oEmbed links, such as WordPress, can show the chart when you paste the link to this page.

Use this data in your AI agent

Invokely serves this figure to AI assistants through MCP and to code through a REST API, with the source and citation attached. Ask your assistant:

Rank Counties in Texas by COPD in adults, local model estimate using official data, and cite the source.
rank_places {"indicator":"adult_copd_rate_modelled","level":"province","within":"Texas","limit":10}
GET https://invokely.ai/api/v1/rank?indicator=adult_copd_rate_modelled&level=province&within=Texas&limit=10

Connect Claude, ChatGPT or Cursor in one step. The trial answers 25 calls a day without an account.

Questions

Which county has the highest COPD in adults, local model estimate?

San Augustine County, with 13.4% in 2021, according to the Centers for Disease Control and Prevention.

Which county has the lowest COPD in adults, local model estimate?

Travis County, with 4.5% in 2021.

Where does this ranking come from?

Every value comes from one source and one period, so the places are comparable: Centers for Disease Control and Prevention, PLACES: Local Data for Better Health, County Data (swc5-untb, fu4u-a9bh, h3ej-a9ec and later releases), copd in adults, crude prevalence. Retrieved 2026-10-12.

COPD in adults, local model estimate: other rankings

Counties in Texas: more rankings