Data / Rankings / Adult cigarette smoking rate, local model estimate / Cities in Ohio

Cities in Ohio by adult cigarette smoking rate, local model estimate

Warren, OH had the highest adult cigarette smoking rate, local model estimate of 176 cities in 2022, at 28%. Beachwood, OH had the lowest, at 8.6%. The median was 17.7%. Source: the Centers for Disease Control and Prevention.

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Highest28Warren, OH
Lowest8.6Beachwood, OH
Median17.7176 cities

Top 40 cities, 2022

Warren, OH: 28 %Warren, OH28Youngstown, OH: 26.7 %Youngstown, OH26.7Canton, OH: 26.2 %Canton, OH26.2Ashtabula, OH: 26 %Ashtabula, OH26East Cleveland, OH: 26 %East Cleveland, OH26Portsmouth, OH: 25.8 %Portsmouth, OH25.8Lima, OH: 25.4 %Lima, OH25.4Mansfield, OH: 25.2 %Mansfield, OH25.2Conneaut, OH: 24.6 %Conneaut, OH24.6Springfield, OH: 24.5 %Springfield, OH24.5Ironton, OH: 24.4 %Ironton, OH24.4Marion, OH: 24.3 %Marion, OH24.3Cleveland, OH: 24 %Cleveland, OH24Hamilton, OH: 23.9 %Hamilton, OH23.9Whitehall, OH: 23.9 %Whitehall, OH23.9Cambridge, OH: 23.8 %Cambridge, OH23.8Dayton, OH: 23.7 %Dayton, OH23.7Franklin, OH: 23.5 %Franklin, OH23.5Middletown, OH: 23.4 %Middletown, OH23.4Piqua, OH: 23.4 %Piqua, OH23.4Ravenna, OH: 23.3 %Ravenna, OH23.3Lorain, OH: 23.2 %Lorain, OH23.2Barberton, OH: 23.1 %Barberton, OH23.1Zanesville, OH: 23 %Zanesville, OH23Elyria, OH: 22.9 %Elyria, OH22.9Washington Court House, OH: 22.9 %Washington Court House, OH22.9Galion, OH: 22.7 %Galion, OH22.7Sandusky, OH: 22.7 %Sandusky, OH22.7Bucyrus, OH: 22.5 %Bucyrus, OH22.5Akron, OH: 22.4 %Akron, OH22.4Alliance, OH: 22.3 %Alliance, OH22.3Garfield Heights, OH: 22.2 %Garfield Heights, OH22.2Painesville, OH: 22.2 %Painesville, OH22.2Bellefontaine, OH: 22.1 %Bellefontaine, OH22.1Coshocton, OH: 22 %Coshocton, OH22Circleville, OH: 21.8 %Circleville, OH21.8Steubenville, OH: 21.8 %Steubenville, OH21.8Lancaster, OH: 21.7 %Lancaster, OH21.7Chillicothe, OH: 21.6 %Chillicothe, OH21.6Fostoria, OH: 21.6 %Fostoria, OH21.6Warren, OH: 28 %Warren, OH28Youngstown, OH: 26.7 %Youngstown, OH26.7Canton, OH: 26.2 %Canton, OH26.2Ashtabula, OH: 26 %Ashtabula, OH26East Cleveland, OH: 26 %East Cleveland, OH26Portsmouth, OH: 25.8 %Portsmouth, OH25.8Lima, OH: 25.4 %Lima, OH25.4Mansfield, OH: 25.2 %Mansfield, OH25.2Conneaut, OH: 24.6 %Conneaut, OH24.6Springfield, OH: 24.5 %Springfield, OH24.5Ironton, OH: 24.4 %Ironton, OH24.4Marion, OH: 24.3 %Marion, OH24.3Cleveland, OH: 24 %Cleveland, OH24Hamilton, OH: 23.9 %Hamilton, OH23.9Whitehall, OH: 23.9 %Whitehall, OH23.9Cambridge, OH: 23.8 %Cambridge, OH23.8Dayton, OH: 23.7 %Dayton, OH23.7Franklin, OH: 23.5 %Franklin, OH23.5Middletown, OH: 23.4 %Middletown, OH23.4Piqua, OH: 23.4 %Piqua, OH23.4Ravenna, OH: 23.3 %Ravenna, OH23.3Lorain, OH: 23.2 %Lorain, OH23.2Barberton, OH: 23.1 %Barberton, OH23.1Zanesville, OH: 23 %Zanesville, OH23Elyria, OH: 22.9 %Elyria, OH22.9Washington Court House, OH: 22.9 %Washington Court House, OH22.9Galion, OH: 22.7 %Galion, OH22.7Sandusky, OH: 22.7 %Sandusky, OH22.7Bucyrus, OH: 22.5 %Bucyrus, OH22.5Akron, OH: 22.4 %Akron, OH22.4Alliance, OH: 22.3 %Alliance, OH22.3Garfield Heights, OH: 22.2 %Garfield Heights, OH22.2Painesville, OH: 22.2 %Painesville, OH22.2Bellefontaine, OH: 22.1 %Bellefontaine, OH22.1Coshocton, OH: 22 %Coshocton, OH22Circleville, OH: 21.8 %Circleville, OH21.8Steubenville, OH: 21.8 %Steubenville, OH21.8Lancaster, OH: 21.7 %Lancaster, OH21.7Chillicothe, OH: 21.6 %Chillicothe, OH21.6Fostoria, OH: 21.6 %Fostoria, OH21.6
%. Source: CDC, PLACES: Local Data for Better Health, Place Data (eav7-hnsx, sd8v-uq83, krqc-563j and later releases), adult cigarette smoking rate, crude prevalence. Retrieved 2026-10-12.

Full ranking

RankCities2022 (%)Change on 2021
1Warren, OH28+0.4 pts
2Youngstown, OH26.7-2.2 pts
3Canton, OH26.2-1.4 pts
4Ashtabula, OH26-3.1 pts
4East Cleveland, OH26-1.8 pts
6Portsmouth, OH25.8-2.8 pts
7Lima, OH25.4-0.8 pts
8Mansfield, OH25.2-1.1 pts
9Conneaut, OH24.6-1.7 pts
10Springfield, OH24.5-0.6 pts
11Ironton, OH24.4+0.2 pts
12Marion, OH24.3-3.2 pts
13Cleveland, OH24-2.6 pts
14Hamilton, OH23.9+0.8 pts
14Whitehall, OH23.9-1 pts
16Cambridge, OH23.8-1.2 pts
17Dayton, OH23.7-1.2 pts
18Franklin, OH23.50 pts
19Middletown, OH23.4-1.3 pts
19Piqua, OH23.4+0.7 pts
21Ravenna, OH23.3+0.3 pts
22Lorain, OH23.2-1.9 pts
23Barberton, OH23.1-2.2 pts
24Zanesville, OH23-1.6 pts
25Elyria, OH22.9-1.1 pts
25Washington Court House, OH22.9-1.6 pts
27Galion, OH22.7-1.4 pts
27Sandusky, OH22.7-2.3 pts
29Bucyrus, OH22.5-1 pts
30Akron, OH22.4-2.6 pts
31Alliance, OH22.3-1.2 pts
32Garfield Heights, OH22.20 pts
32Painesville, OH22.2-0.7 pts
34Bellefontaine, OH22.1-0.3 pts
35Coshocton, OH22-2.2 pts
36Circleville, OH21.8-1.7 pts
36Steubenville, OH21.8-2.9 pts
38Lancaster, OH21.7-1.1 pts
39Chillicothe, OH21.6-1.7 pts
39Fostoria, OH21.6-2.6 pts
39Fremont, OH21.6-0.8 pts
42Toledo, OH21.5-2 pts
43Norwalk, OH21.4-1 pts
44Maple Heights, OH21.3-2 pts
45Euclid, OH21.2-1.5 pts
45London, OH21.2-0.5 pts
45Niles, OH21.2-1.2 pts
45Trotwood, OH21.2-2.5 pts
49Sidney, OH21.1-1.5 pts
50Massillon, OH21-2.3 pts
51Van Wert, OH20.9-2 pts
52Newark, OH20.7-1.8 pts
52Urbana, OH20.7-1.6 pts
52West Carrollton, OH20.7+0.2 pts
55Riverside, OH20.5+0.8 pts
56Xenia, OH20.2-0.6 pts
57Greenville, OH20.1-2 pts
58Eastlake, OH20+0.7 pts
58New Philadelphia, OH20-3.7 pts
58Wilmington, OH20-0.9 pts
61Salem, OH19.9-2 pts
62Brooklyn, OH19.6-1.2 pts
62Trenton, OH19.6-1.1 pts
64Mount Vernon, OH19.5-0.3 pts
65Bedford Heights, OH19.4-1.6 pts
65Defiance, OH19.4-0.9 pts
67Celina, OH19.2-0.9 pts
68Warrensville Heights, OH19-2.9 pts
69Brook Park, OH18.8-1.8 pts
69Marietta, OH18.8-3.4 pts
71Norton, OH18.7-0.4 pts
71Parma Heights, OH18.7+1.1 pts
73Ashland, OH18.6+0.4 pts
74Bedford, OH18.4-0.9 pts
75Cincinnati, OH18.2-2.2 pts
75Dover, OH18.2+0.8 pts
75Findlay, OH18.2-0.2 pts
75Reading, OH18.2-2.1 pts
75Troy, OH18.2-1.4 pts
80Athens, OH18.1+2 pts
80Heath, OH18.1-1.4 pts
80Tiffin, OH18.1-1.4 pts
83Huber Heights, OH18-0.5 pts
83Miamisburg, OH180 pts
83Streetsboro, OH18-0.6 pts
86Fairborn, OH17.9-1.1 pts
87Columbus, OH17.7-1.4 pts
87Parma, OH17.7-0.5 pts
87Pataskala, OH17.7-0.3 pts
90Marysville, OH17.6-0.4 pts
90Reynoldsburg, OH17.6-0.1 pts
90Vandalia, OH17.6+0.5 pts
93Norwood, OH17.5-3 pts
94Lebanon, OH17.4-1.5 pts
95Fairfield, OH17.3-0.8 pts
96Cuyahoga Falls, OH16.9-1.2 pts
96Richmond Heights, OH16.9-0.4 pts
98Medina, OH16.8+0.9 pts
98New Franklin, OH16.8-1.4 pts
100Wooster, OH16.6-0.9 pts
101Wickliffe, OH16.5-0.4 pts
102Brunswick, OH16.4-1.6 pts
102Forest Park, OH16.4-2.3 pts
102Vermilion, OH16.4-2.1 pts
105Willowick, OH16.3-1.4 pts
106Harrison, OH16.2-2.1 pts
107Tipp City, OH16.1+0.8 pts
108Mentor, OH16-0.2 pts
108Wadsworth, OH16+0.7 pts
110North Olmsted, OH15.9-0.9 pts
110North Ridgeville, OH15.9-1.4 pts
112Springdale, OH15.7-0.3 pts
112Willoughby, OH15.7-0.2 pts
114Berea, OH15.5-0.6 pts
114Grove City, OH15.5-1.1 pts
114Kent, OH15.5-1.1 pts
117Englewood, OH15.4-0.7 pts
118Bowling Green, OH15.2-0.9 pts
118Kettering, OH15.2-0.4 pts
118Monroe, OH15.2-0.2 pts
118Tallmadge, OH15.2-1.3 pts
122Green, OH15.1-2.3 pts
122Oregon, OH15.1-2.8 pts
124Clayton, OH14.9-0.4 pts
124Oxford, OH14.9-0.8 pts
126Amherst, OH14.8-2.9 pts
126Delaware, OH14.8-1.1 pts
126Sharonville, OH14.8-0.1 pts
126South Euclid, OH14.8-1.9 pts
130North Canton, OH14.6-1.4 pts
131Lakewood, OH14.5-1.8 pts
131Pickerington, OH14.5-1.5 pts
133Stow, OH14.4-0.3 pts
134Fairview Park, OH14.2-0.8 pts
134North Royalton, OH14.2-0.4 pts
134Seven Hills, OH14.2-0.1 pts
137Mayfield Heights, OH14-0.8 pts
138Macedonia, OH13.8-0.7 pts
139Gahanna, OH13.7-0.1 pts
140Middleburg Heights, OH13.6-0.9 pts
140Springboro, OH13.6-0.1 pts
142Twinsburg, OH13.5-1.5 pts
143Canal Winchester, OH13.2-2.8 pts
143Cleveland Heights, OH13.2-2.3 pts
143Maumee, OH13.2-1.6 pts
146Loveland, OH12.7-0.9 pts
146University Heights, OH12.7-0.2 pts
148Avon, OH12.4-0.9 pts
149Brecksville, OH12.3+0.9 pts
150Avon Lake, OH12.2-1.6 pts
150Bay Village, OH12.2+1.5 pts
152Beavercreek, OH12.1-0.3 pts
153Broadview Heights, OH12-1 pts
153Centerville, OH12+0.6 pts
155Hilliard, OH11.9-2 pts
156Strongsville, OH11.7-1.8 pts
157Perrysburg, OH11.6-0.8 pts
158Rocky River, OH11.4+0.5 pts
159Lyndhurst, OH11.2-0.5 pts
159Westerville, OH11.2-1.9 pts
161Sylvania, OH11.1-1.8 pts
162Mason, OH11-1.6 pts
163Solon, OH10.9-0.6 pts
163Westlake, OH10.9-1.3 pts
165Shaker Heights, OH10.8-0.7 pts
166Aurora, OH10.6-2.5 pts
167Worthington, OH10.5+0.5 pts
168New Albany, OH10.3-1.2 pts
169Dublin, OH10.2-0.2 pts
170Blue Ash, OH9.4-2.4 pts
170Montgomery, OH9.4-0.3 pts
172Powell, OH9.2-0.8 pts
173Hudson, OH9-2 pts
174Upper Arlington, OH8.9+0.1 pts
175Bexley, OH8.8-2 pts
176Beachwood, OH8.6-0.7 pts

Other periods

About this ranking

Percentage of adults who have smoked at least 100 cigarettes in their lifetime and now smoke every day or on some days. 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. State and national values come from direct BRFSS estimates under adult_smoking_rate.

Every value in the ranking comes from the same publisher and the same period, so the cities 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, Place Data (eav7-hnsx, sd8v-uq83, krqc-563j and later releases), adult cigarette smoking rate, 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, Place Data (eav7-hnsx, sd8v-uq83, krqc-563j and later releases), adult cigarette smoking rate, crude prevalence (Cities in Ohio by adult cigarette smoking rate, local model estimate, 2022) [Data set]. Retrieved October 12, 2026, from https://www.cdc.gov/places/

MLA 9

PLACES: Local Data for Better Health, Place Data (eav7-hnsx, sd8v-uq83, krqc-563j and later releases), adult cigarette smoking rate, crude prevalence, Cities in Ohio by adult cigarette smoking rate, local model estimate, 2022. Centers for Disease Control and Prevention, 12 Dec. 2025, https://www.cdc.gov/places/. Invokely, https://invokely.ai/rankings/adult-smoking-rate-county-estimate/ohio-cities?period=2022. Accessed 12 Oct. 2026.

Chicago (author-date)

Centers for Disease Control and Prevention. 2025. PLACES: Local Data for Better Health, Place Data (eav7-hnsx, sd8v-uq83, krqc-563j and later releases), adult cigarette smoking rate, crude prevalence. Cities in Ohio by adult cigarette smoking rate, local model estimate, 2022. Dataset. Accessed October 12, 2026. https://www.cdc.gov/places/. Also distributed by Invokely, https://invokely.ai/rankings/adult-smoking-rate-county-estimate/ohio-cities?period=2022.

Harvard

Centers for Disease Control and Prevention (2025) PLACES: Local Data for Better Health, Place Data (eav7-hnsx, sd8v-uq83, krqc-563j and later releases), adult cigarette smoking rate, crude prevalence, Cities in Ohio by adult cigarette smoking rate, local model estimate, 2022 [Dataset]. Available at: https://www.cdc.gov/places/, via Invokely: https://invokely.ai/rankings/adult-smoking-rate-county-estimate/ohio-cities?period=2022 (Accessed: 12 October 2026).

BibTeX
@misc{centers_cities_in_ohio_by_2022,
  author = {{Centers for Disease Control and Prevention}},
  title = {{PLACES: Local Data for Better Health, Place Data (eav7-hnsx, sd8v-uq83, krqc-563j and later releases), adult cigarette smoking rate, crude prevalence: Cities in Ohio by adult cigarette smoking rate, local model estimate, 2022}},
  year = {2025},
  howpublished = {Data set},
  url = {https://www.cdc.gov/places/},
  urldate = {2026-10-12},
  note = {Accessed via Invokely, https://invokely.ai/rankings/adult-smoking-rate-county-estimate/ohio-cities?period=2022. Publisher attribution: Centers for Disease Control and Prevention (CDC). PLACES: Local Data for Better Health, Place Data (eav7-hnsx, sd8v-uq83, krqc-563j and later releases), adult cigarette smoking rate, 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, Place Data (eav7-hnsx, sd8v-uq83, krqc-563j and later releases), adult cigarette smoking rate, crude prevalence: Cities in Ohio by adult cigarette smoking rate, local model estimate, 2022
PY  - 2025
DA  - 2025/12/12
PB  - Centers for Disease Control and Prevention
DB  - Invokely
UR  - https://www.cdc.gov/places/
L2  - https://invokely.ai/rankings/adult-smoking-rate-county-estimate/ohio-cities?period=2022
Y2  - 2026/10/12
N1  - Accessed via Invokely, https://invokely.ai/rankings/adult-smoking-rate-county-estimate/ohio-cities?period=2022.
N1  - Publisher attribution: Centers for Disease Control and Prevention (CDC). PLACES: Local Data for Better Health, Place Data (eav7-hnsx, sd8v-uq83, krqc-563j and later releases), adult cigarette smoking rate, 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  -
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Rank Cities in Ohio by adult cigarette smoking rate, local model estimate using official data, and cite the source.
rank_places {"indicator":"adult_smoking_rate_modelled","level":"municipality","within":"Ohio","limit":10}
GET https://invokely.ai/api/v1/rank?indicator=adult_smoking_rate_modelled&level=municipality&within=Ohio&limit=10

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Questions

Which city has the highest adult cigarette smoking rate, local model estimate?

Warren, OH, with 28% in 2022, according to the Centers for Disease Control and Prevention.

Which city has the lowest adult cigarette smoking rate, local model estimate?

Beachwood, OH, with 8.6% in 2022.

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, Place Data (eav7-hnsx, sd8v-uq83, krqc-563j and later releases), adult cigarette smoking rate, crude prevalence. Retrieved 2026-10-12.

Adult cigarette smoking rate, local model estimate: other rankings

Cities in Ohio: more rankings