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Aranda AA, Kelty JS, Manukian S, Pardo E, Jabbari K, Schmidt RJ, Dabritz HA, London JK, Van Winkle LS, Deeb-Sossa N. Environmental Health Assessment by Local Environmental Justice Experts for Evidence-based Decision-making in an Agricultural Community of Northern California. COMMUNITY SCIENCE 2024; 3:e2024CSJ000088. [PMID: 39494040 PMCID: PMC11525921 DOI: 10.1029/2024csj000088] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/20/2024] [Accepted: 08/15/2024] [Indexed: 11/05/2024]
Abstract
Environmental justice research driven by academics and policymakers often overlooks the valuable insights and leadership of the communities most impacted by environmental hazards. When institution-led research approaches are employed, inadequate community ownership and limited institutional accountability hinder the effectiveness of environmental public health interventions. In contrast, a community-owned and -managed approach to environmental justice research can guide community members in developing evidence-based interventions. This paper outlines a community-led environmental health assessment survey (sample= 100) and resulting community actions over six years (2017 to 2023) in a Northern California farmworker community with a perceived high prevalence of cancer and exposure to environmental hazards in households, neighborhoods, and job sites. Local resident experts in Knights Landing, CA, documented community risk factors and exposures in collaboration with interdisciplinary undergraduate and graduate student-researchers. The survey instrument focused on environmental hazards identified by local resident experts including vehicular and agricultural pollution, occupational pesticide contact, and sun exposure. Survey findings highlighted the need for targeted interventions to reduce environmental health risks, such as academic outreach programs, county investments in public services, and community-led mutual aid initiatives. Despite academic reservations about our non-random sampling method and data collection by local resident experts, our project sparked substantial actions and investments with minimal personnel and financial resources. Local leaders working with student-researchers developed more effective environmental public health interventions through a community-owned and -managed approach that went beyond the efforts of local regulatory and research institutions.
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Affiliation(s)
- A A Aranda
- UC Davis Knights Landing One Health Center
- UC Davis Human Ecology Department
- UC Davis Chicana/o Studies Department
| | - J S Kelty
- UC Davis Knights Landing One Health Center
- UC Davis School of Veterinary Medicine, Department of Anatomy, Physiology and Cell Biology and Center for Health and the Environment
| | - S Manukian
- UC Davis Knights Landing One Health Center
| | - E Pardo
- UC Davis Knights Landing One Health Center
| | - K Jabbari
- UC Davis Knights Landing One Health Center
| | - R J Schmidt
- UC Davis Department of Public Health Sciences
| | - H A Dabritz
- Yolo County Health and Human Services Agency
| | | | - L S Van Winkle
- UC Davis School of Veterinary Medicine, Department of Anatomy, Physiology and Cell Biology and Center for Health and the Environment
| | - N Deeb-Sossa
- UC Davis Knights Landing One Health Center
- UC Davis Chicana/o Studies Department
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Hutchings H, Wang A, Grady S, Popoff A, Zhang Q, Okereke I. Influence of air quality on lung cancer in people who have never smoked. J Thorac Cardiovasc Surg 2024:S0022-5223(24)00536-1. [PMID: 38936598 DOI: 10.1016/j.jtcvs.2024.06.014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/23/2024] [Revised: 05/27/2024] [Accepted: 06/15/2024] [Indexed: 06/29/2024]
Abstract
OBJECTIVE Lung cancer is the leading cause of cancer-related death. The percentage of people who have never smoked with lung cancer has risen recently, but alternative risk factors require further study. Our goal was to determine the influence of air quality on incidence of lung cancer in people who have smoked or never smoked. METHODS The cancer registry from a large urban medical center was queried to include every new diagnosis of lung cancer from 2013 to 2021. Air quality and pollution data for the county were obtained from the US Environmental Protection Agency from 1980 to 2018. Patient demographics, location of residence, smoking history, and tumor stage were recorded. Bivariate comparison analyses were conducted in R (R Foundation for Statistical Computing). RESULTS A total of 2223 new cases of lung cancer were identified. Mean age was 69.2 years. There was a nonsmoking rate of 8.1%. A total of 37% of patients identified as a racial minority. People who have never smoked were more likely to be diagnosed at an advanced stage. When analyzing geographic distribution, incidence of lung cancer among people who have never smoked was more closely associated with highly polluted areas. People who have never smoked with lung cancer had significantly higher exposure levels of multiple pollutants. CONCLUSIONS Newly diagnosed lung cancer appears to be more related to poor air quality among people who have never smoked than people who have smoked. Future studies are needed to examine the associations of specific pollutants with lung cancer incidence.
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Affiliation(s)
| | - Anqi Wang
- Department of Public Health Sciences, Henry Ford Health, Detroit, Mich
| | - Sue Grady
- Department of Geography, Environment and Spatial Sciences, Michigan State University, East Lansing, Mich
| | - Andrew Popoff
- Department of Surgery, Henry Ford Health, Detroit, Mich
| | - Qiong Zhang
- Department of Public Health Sciences, Henry Ford Health, Detroit, Mich
| | - Ikenna Okereke
- Department of Surgery, Henry Ford Health, Detroit, Mich.
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Oh DL, Schumacher K, Yang J, Wang K, Lin K, Gomez SL, Shariff-Marco S. Disparities in cancer incidence by rurality in California. J Natl Cancer Inst 2023; 115:385-393. [PMID: 36622036 PMCID: PMC10086626 DOI: 10.1093/jnci/djac238] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2022] [Revised: 10/14/2022] [Accepted: 12/20/2022] [Indexed: 01/10/2023] Open
Abstract
BACKGROUND Cancer rates in rural areas across the United States have different patterns than in urban areas. This study examines associations between rurality and incidence for the top 5 cancers in California and evaluates whether these associations vary jointly by sex, race, and ethnicity. METHODS We used 2015-2019 California Cancer Registry data to compare incidence rate ratios (IRRs) and trends for breast, prostate, lung, colorectal, and skin (melanoma) cancers. We leveraged census tract aggregation zones and 7 levels of percentage rural population (0%, >0% to <10%, 10% to <20%, 20% to <30%, 30% to <40%, 40% to <50%, and 50+%). RESULTS Zones with higher proportions of rural population were significantly associated with lower incidence of female breast cancer and prostate cancer, though the trends were not statistically significant overall. Zones with higher proportions of rural population were significantly associated with higher incidence of lung cancer and melanoma. There were no statistically significant trends for colorectal cancer overall. Comparing areas with 50% and over rural population with areas with 0% rural population, the IRR for lung cancer in Hispanic females was higher (IRR = 1.43, 95% confidence interval [CI] = 1.17 to 1.74) than in Hispanic males (IRR = 0.90, 95% CI = 0.72 to 1.11). Also, in areas with 50% or more rural population, the IRR for melanoma was higher in Hispanic females (IRR = 1.75, 95% CI = 1.23 to 2.45) than non-Hispanic White females (IRR = 0.87, 95% CI = 0.80 to 0.95). CONCLUSIONS Our findings show that rurality is associated with cancer incidence and underscore the importance of jointly examining rural disparities with sex, race, and ethnicity by cancer site.
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Affiliation(s)
- Debora L Oh
- Department of Epidemiology and Biostatistics, University of California, San Francisco, USA
- Greater Bay Area Cancer Registry, University of California, San Francisco, USA
| | - Karen Schumacher
- Department of Physiological Nursing, University of California, San Francisco, CA, USA
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, USA
| | - Juan Yang
- Department of Epidemiology and Biostatistics, University of California, San Francisco, USA
- Greater Bay Area Cancer Registry, University of California, San Francisco, USA
| | - Katarina Wang
- Department of Epidemiology and Biostatistics, University of California, San Francisco, USA
| | - Katherine Lin
- Department of Epidemiology and Biostatistics, University of California, San Francisco, USA
- Greater Bay Area Cancer Registry, University of California, San Francisco, USA
| | - Scarlett Lin Gomez
- Department of Epidemiology and Biostatistics, University of California, San Francisco, USA
- Greater Bay Area Cancer Registry, University of California, San Francisco, USA
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, USA
| | - Salma Shariff-Marco
- Department of Epidemiology and Biostatistics, University of California, San Francisco, USA
- Greater Bay Area Cancer Registry, University of California, San Francisco, USA
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, USA
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Corelli RL, Merchant KR, Hilts KE, Kroon LA, Vatanka P, Hille BT, Hudmon KS. Community pharmacy technicians' engagement in the delivery of brief tobacco cessation interventions: Results of a randomized trial. Res Social Adm Pharm 2022; 18:3158-3163. [PMID: 34544660 PMCID: PMC8898316 DOI: 10.1016/j.sapharm.2021.09.001] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2021] [Revised: 08/31/2021] [Accepted: 09/04/2021] [Indexed: 11/15/2022]
Abstract
BACKGROUND In recent years, the role of community pharmacy technicians has expanded to include involvement in the provision of brief tobacco cessation interventions. While technicians appear to be a key component in this service, their level of engagement and associated perceptions of this new role have not been described. OBJECTIVE To compare pharmacy technicians' frequency of involvement in brief tobacco cessation interventions delivered in a community pharmacy setting, as a function of training approach, and to characterize their perceptions of this expanded role, including barriers to implementation. METHODS Twenty California-based grocery store chain pharmacies were randomized to receive (a) written training materials-only [minimal] or (b) written training materials plus live training with coaching and active monitoring by pharmacy management [intensive]. After written materials were distributed to the sites, tobacco cessation interventions were documented prospectively for 12 weeks post-training. RESULTS Over the 12-week study, technicians (n = 50) documented their involvement in 524 interventions (57.7% of 908 total), with the minimal group accounting for 56.1% and the intensive group accounting for 43.9% (p < 0.001). The number of individual technicians who reported at least one intervention was 16 (of 26; 61.5%) in the minimal group and 24 (of 24; 100%) in the intensive group (p < 0.001). At the conclusion of the study, 100% of technicians in the intensive group self-rated their ability to interact with patients about quitting smoking as good, very good, or excellent compared to 73.9% in the minimal group (p = 0.10). CONCLUSION In both study arms, technicians documented high numbers of tobacco cessation interventions. The higher proportion of technicians providing one or more interventions in the intensive group suggests a greater overall engagement in the process, relative to those receiving minimal training. Technicians can play a key role in the delivery of tobacco cessation interventions in community pharmacies.
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Affiliation(s)
- Robin L Corelli
- University of California, San Francisco School of Pharmacy, San Francisco, CA 94143, USA.
| | - Kyle R Merchant
- University of California, San Francisco School of Pharmacy, San Francisco, CA 94143, USA
| | - Katy Ellis Hilts
- Indiana University School of Nursing, Indianapolis, IN 46202, USA
| | - Lisa A Kroon
- University of California, San Francisco School of Pharmacy, San Francisco, CA 94143, USA
| | - Parisa Vatanka
- University of California, San Francisco School of Pharmacy, San Francisco, CA 94143, USA; American Pharmacists Association, Washington DC, 20037, USA
| | | | - Karen Suchanek Hudmon
- University of California, San Francisco School of Pharmacy, San Francisco, CA 94143, USA; Purdue University College of Pharmacy, Indianapolis, IN 46202, USA
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Goodwin BC, Rowe AK, Crawford-Williams F, Baade P, Chambers SK, Ralph N, Aitken JF. Geographical Disparities in Screening and Cancer-Related Health Behaviour. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2020; 17:ijerph17041246. [PMID: 32075173 PMCID: PMC7068477 DOI: 10.3390/ijerph17041246] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 01/15/2020] [Revised: 02/10/2020] [Accepted: 02/10/2020] [Indexed: 01/11/2023]
Abstract
This study aimed to identify whether cancer-related health behaviours including participation in cancer screening vary by geographic location in Australia. Data were obtained from the 2014-2015 Australian National Health Survey, a computer-assisted telephone interview that measured a range of health-related issues in a sample of randomly selected households. Chi-square tests and adjusted odds ratios from logistic regression models were computed to assess the association between residential location and cancer-related health behaviours including cancer screening participation, alcohol consumption, smoking, exercise, and fruit and vegetable intake, controlling for age, socio-economic status (SES), education, and place of birth. The findings show insufficient exercise, risky alcohol intake, meeting vegetable intake guidelines, and participation in cervical screening are more likely for those living in inner regional areas and in outer regional/remote areas compared with those living in major cities. Daily smoking and participation in prostate cancer screening were significantly higher for those living in outer regional/remote areas. While participation in cancer screening in Australia does not appear to be negatively impacted by regional or remote living, lifestyle behaviours associated with cancer incidence and mortality are poorer in regional and remote areas. Population-based interventions targeting health behaviour change may be an appropriate target for reducing geographical disparities in cancer outcomes.
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Affiliation(s)
- Belinda C. Goodwin
- Cancer Council Queensland, 553 Gregory Terrace, Fortitude Valley QLD 4006, Australia; (P.B.); (N.R.); (J.F.A.)
- Institute for Resilient Regions, University of Southern Queensland, Springfield QLD 4300, Australia; (A.K.R.); (F.C.-W.); (S.K.C.)
- Correspondence:
| | - Arlen K. Rowe
- Institute for Resilient Regions, University of Southern Queensland, Springfield QLD 4300, Australia; (A.K.R.); (F.C.-W.); (S.K.C.)
- School of Psychology, University of Southern Queensland, Springfield QLD 4300, Australia
| | - Fiona Crawford-Williams
- Institute for Resilient Regions, University of Southern Queensland, Springfield QLD 4300, Australia; (A.K.R.); (F.C.-W.); (S.K.C.)
| | - Peter Baade
- Cancer Council Queensland, 553 Gregory Terrace, Fortitude Valley QLD 4006, Australia; (P.B.); (N.R.); (J.F.A.)
- Menzies Institute of Health Queensland, Griffith University, Gold Coast QLD 4215, Australia
- School of Mathematical Sciences, Queensland University of Technology, Brisbane QLD 4000, Australia
| | - Suzanne K. Chambers
- Institute for Resilient Regions, University of Southern Queensland, Springfield QLD 4300, Australia; (A.K.R.); (F.C.-W.); (S.K.C.)
- Menzies Institute of Health Queensland, Griffith University, Gold Coast QLD 4215, Australia
- Faculty of Health, University of Technology Sydney, Ultimo NSW 2007, Australia
- Exercise Medicine Research Institute, Edith Cowan University, Joondalup WA 6027, Australia
| | - Nicholas Ralph
- Cancer Council Queensland, 553 Gregory Terrace, Fortitude Valley QLD 4006, Australia; (P.B.); (N.R.); (J.F.A.)
- Institute for Resilient Regions, University of Southern Queensland, Springfield QLD 4300, Australia; (A.K.R.); (F.C.-W.); (S.K.C.)
- Faculty of Health, University of Technology Sydney, Ultimo NSW 2007, Australia
- School of Nursing & Midwifery, University of Southern Queensland, Toowoomba QLD 4370, Australia
| | - Joanne F. Aitken
- Cancer Council Queensland, 553 Gregory Terrace, Fortitude Valley QLD 4006, Australia; (P.B.); (N.R.); (J.F.A.)
- Institute for Resilient Regions, University of Southern Queensland, Springfield QLD 4300, Australia; (A.K.R.); (F.C.-W.); (S.K.C.)
- School of Public Health, The University of Queensland, St Lucia, QLD 4702, Australia
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Reps JM, Rijnbeek PR, Ryan PB. Supplementing claims data analysis using self-reported data to develop a probabilistic phenotype model for current smoking status. J Biomed Inform 2019; 97:103264. [PMID: 31386904 DOI: 10.1016/j.jbi.2019.103264] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2019] [Revised: 07/23/2019] [Accepted: 07/31/2019] [Indexed: 10/26/2022]
Abstract
OBJECTIVES Smoking status is poorly record in US claims data. IBM MarketScan Commercial is a claims database that can be linked to an additional health risk assessment with self-reported smoking status for a subset of 1,966,174 patients. We investigate whether this subset could be used to learn a smoking status phenotype model generalizable to all US claims data that calculates the probability of being a current smoker. METHODS 251,643 (12.8%) had self-reported their smoking status as 'current smoker'. A regularized logistic regression model, the Current Risk of Smoking Status (CROSS), was trained using the subset of patients with self-reported smoking status. CROSS considered 53,027 candidate covariates including demographics and conditions/drugs/measurements/procedures/observations recorded in the prior 365 days, The CROSS phenotype model was validated across multiple other claims data. RESULTS The internal validation showed the CROSS model achieved an area under the receiver operating characteristic curve (AUC) of 0.76 and the calibration plots indicated it was well calibrated. The external validation across three US claims databases obtained AUCs ranging between 0.82 and 0.87 showing the model appears to be transportable across Claims data. CONCLUSION CROSS predicts current smoking status based on the claims records in the prior year. CROSS can be readily implemented to any US insurance claims mapped to the OMOP common data model and will be a useful way to impute smoking status when conducting epidemiology studies where smoking is a known confounder but smoking status is not recorded. CROSS is available from https://github.com/OHDSI/StudyProtocolSandbox/tree/master/SmokingModel.
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Affiliation(s)
- Jenna M Reps
- Janssen Research and Development, Titusville, NJ, USA.
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Wiggins AT, Huntington‐Moskos L, Rayens EA, Rayens MK, Noland M, Butler K, Hahn EJ. Tobacco Use Among Rural and Urban US Middle and High School Students: National Youth Tobacco Survey, 2011‐2016. J Rural Health 2019; 36:48-54. [DOI: 10.1111/jrh.12356] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
| | | | - Emily A. Rayens
- Center for Vaccines and ImmunologyUniversity of Georgia Athens Georgia
| | - Mary Kay Rayens
- College of NursingUniversity of Kentucky Lexington Kentucky
- College of Public HealthUniversity of Kentucky Lexington Kentucky
| | - Melody Noland
- College of EducationUniversity of Kentucky Lexington Kentucky
| | - Karen Butler
- College of NursingUniversity of Kentucky Lexington Kentucky
| | - Ellen J. Hahn
- College of NursingUniversity of Kentucky Lexington Kentucky
- College of Public HealthUniversity of Kentucky Lexington Kentucky
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Oyewole BK, Animasahun VJ, Chapman HJ. Tobacco use in Nigerian youth: A systematic review. PLoS One 2018; 13:e0196362. [PMID: 29723203 PMCID: PMC5933721 DOI: 10.1371/journal.pone.0196362] [Citation(s) in RCA: 34] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2017] [Accepted: 04/11/2018] [Indexed: 01/24/2023] Open
Abstract
Background Tobacco use is the most important preventable cause of premature death and major risk factor for non-communicable diseases. Due to strict tobacco legislation in the western hemisphere, many African nations like Nigeria have shifted from being a tobacco-producing nation to a tobacco-consuming one. The purpose of this study was to systematically review existing literature on tobacco use among Nigerian adolescents and young people and identify the prevalence, distribution and factors influencing of tobacco smoking. These data are necessary to formulate and adapt control measures aimed at tobacco cessation among young people, and preventing long-term smoking behaviors. Methods Three databases (African Journals Online, PsychInfo, PubMed) were searched for peer-reviewed publications, published between January 2000 and March 2017. Additional searches were completed on Google Scholar, and other documents and reports of the Nigerian government and the Global Youth Tobacco Survey were consulted. Using the PRISMA guidelines to evaluate studies, we included studies that reported prevalence of tobacco use in adolescents or youths, aged 10 to 24, and excluded evaluations of tobacco-related medical conditions. Results A total of 30 studies with a total population of 26,709 were reviewed. Prevalence rates of tobacco smoking ranged from 0.2% to 32.5%. Among the gender-specific studies, the prevalence of smoking among females ranged between 2.2% to 10% while that of males ranged from 1% to 32.5%. Gender distribution among these studies was mixed (80.0%), males only (13.3%) and females only (6.7%). Smoking prevalence was higher among males than females. The most common risk factors for tobacco use included peer influence, family conditions, psychosocial factors and male gender. Additional risk factors included concomitant substance abuse, media advertisements and increasing age. Conclusions Tobacco smoking poses a huge burden to Nigerian youths and various determinants were highlighted in this review. It is imperative that all stakeholders engage in concerted efforts to target both in-school and out-of-school youths in tobacco control strategies.
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Affiliation(s)
- Bankole K. Oyewole
- Faculty of Clinical Sciences, Obafemi Awolowo College of Health Sciences, Olabisi Onabanjo University, Sagamu, Nigeria
- Lagos State University Teaching Hospital, Lagos, Nigeria
- * E-mail:
| | - Victor J. Animasahun
- Faculty of Clinical Sciences, Obafemi Awolowo College of Health Sciences, Olabisi Onabanjo University, Sagamu, Nigeria
- Lagos State University Teaching Hospital, Lagos, Nigeria
| | - Helena J. Chapman
- Department of Environmental and Global Health, University of Florida, Gainesville, Florida, United States of America
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Abstract
Objectives Identifying characteristics associated with the use of new and emerging tobacco products is a priority. The enumeration and baseline characteristics of a new cohort of adult tobacco users are described. Methods Residents, ≥18 years of age, in urban Franklin County, or one of 6 rural Appalachian counties, and who were exclusive users of combustible, smokeless (SLT), or electronic nicotine delivery systems (ENDS) tobacco products, or were dual users, were targeted for recruitment. Participants were interviewed in-person at baseline on sociodemographic characteristics, tobacco product use, and cognitive/affective and purchasing factors. Results We recruited 1210 participants (urban, N = 595; rural, N = 615). Urban participants were less likely to use tobacco daily, began using tobacco later, used tobacco for less time, and had higher cessation interest. ENDS users were significantly less likely to have made a quit attempt than users of other tobacco products. Duration of tobacco use and nicotine dependence also differed by product type. Conclusion This cohort's enumeration allowed us to compare factors associated with tobacco product preferences and the use of novel products. The inclusion of rural Appalachia-a region with high tobacco use and disease burden-may provide additional insights into the implementation of tobacco control interventions.
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Tafiadis D, Toki EI, Miller KJ, Ziavra N. Effects of Early Smoking Habits on Young Adult Female Voices in Greece. J Voice 2017; 31:728-732. [DOI: 10.1016/j.jvoice.2017.03.012] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2017] [Revised: 03/19/2017] [Accepted: 03/21/2017] [Indexed: 11/27/2022]
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Charkhchi P, Kolenic GE, Carlos RC. Access to Lung Cancer Screening Services: Preliminary Analysis of Geographic Service Distribution Using the ACR Lung Cancer Screening Registry. J Am Coll Radiol 2017; 14:1388-1395. [PMID: 29101972 PMCID: PMC5893937 DOI: 10.1016/j.jacr.2017.06.024] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2017] [Revised: 06/27/2017] [Accepted: 06/29/2017] [Indexed: 10/18/2022]
Abstract
PURPOSE Lung cancer has the highest mortality rate among all types of cancer in the United States. The National Lung Screening Trial demonstrated that low-dose CT for lung cancer screening decreases both lung cancer-related mortality and all-cause mortality. Currently, the only CMS-approved lung cancer screening registry is the Lung Cancer Screening Registry (LCSR) administered by the ACR. The aims of this study were to assess access to lung cancer screening services as estimated by the number and distribution of screening facilities participating in the LCSR, by state, and to evaluate state-level covariates that correlate with access. METHODS The ACR LCSR list of participating lung cancer screening facilities was used as a proxy for the availability of lung cancer screening facilities in each state. Additionally, we normalized the number of facilities by state by the number of screening-eligible individuals using Behavioral Risk Factor Surveillance System data. State-level demographics were obtained from the 2015 Behavioral Risk Factor Surveillance System: poverty level, insured population, unemployed, black, and Latino. State-specific lung cancer incidence and death rates, number of active physicians per 100,000, and Medicare expenditure per capita were obtained. Linear regression models were performed to examine the influence of these state-level covariates on state-level screening facility number. QGIS, an open-source geographic information system, was used to map the distribution of lung cancer screening facilities and to estimate the nearest neighbor index, a measure of facility clustering within each state. RESULTS As of November 18, 2016, 2,423 facilities participated in the LCSR. When adjusted by the rate of screening-eligible individuals per 100,000, the median population-normalized facility number was 15.7 (interquartile range, 10.7-19.3). There was a positive independent effect (coefficient = 12.87; 95% confidence interval, 10.93-14.8) between state-level number of screening facilities and rate of screening-eligible individuals per 100,000. There were no significant correlations between number of facilities and lung cancer outcomes, state demographic characteristics, or physician supply and Medicare expenditure. In most states, facilities are clustered rather than dispersed, with a median nearest neighbor index of 0.65 (interquartile range, 0.51-0.81). CONCLUSIONS Facility number correlated with the rate of screening-eligible individuals per 100,000, a measure of the at-risk population. Alignment of screening facility number and distribution with other clinically relevant epidemiologic factors remains a public health opportunity.
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Affiliation(s)
- Paniz Charkhchi
- Department of Radiology, University of Michigan, Ann Arbor, Michigan
| | - Giselle E Kolenic
- Program for Women's Health Effectiveness Research, University of Michigan, Ann Arbor, Michigan; Department of Obstetrics and Gynecology, University of Michigan, Ann Arbor, Michigan
| | - Ruth C Carlos
- Department of Radiology, University of Michigan, Ann Arbor, Michigan; Program for Women's Health Effectiveness Research, University of Michigan, Ann Arbor, Michigan; Institute for Health Policy and Innovation, University of Michigan, Ann Arbor, Michigan.
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