1
|
Sun Y, Kang J, Haridas C, Mayne N, Potter A, Yang CF, Christiani DC, Li Y. Penalized deep partially linear cox models with application to CT scans of lung cancer patients. Biometrics 2024; 80:ujad024. [PMID: 38412302 PMCID: PMC10898596 DOI: 10.1093/biomtc/ujad024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2023] [Revised: 09/22/2023] [Accepted: 12/06/2023] [Indexed: 02/29/2024]
Abstract
Lung cancer is a leading cause of cancer mortality globally, highlighting the importance of understanding its mortality risks to design effective patient-centered therapies. The National Lung Screening Trial (NLST) employed computed tomography texture analysis, which provides objective measurements of texture patterns on CT scans, to quantify the mortality risks of lung cancer patients. Partially linear Cox models have gained popularity for survival analysis by dissecting the hazard function into parametric and nonparametric components, allowing for the effective incorporation of both well-established risk factors (such as age and clinical variables) and emerging risk factors (eg, image features) within a unified framework. However, when the dimension of parametric components exceeds the sample size, the task of model fitting becomes formidable, while nonparametric modeling grapples with the curse of dimensionality. We propose a novel Penalized Deep Partially Linear Cox Model (Penalized DPLC), which incorporates the smoothly clipped absolute deviation (SCAD) penalty to select important texture features and employs a deep neural network to estimate the nonparametric component of the model. We prove the convergence and asymptotic properties of the estimator and compare it to other methods through extensive simulation studies, evaluating its performance in risk prediction and feature selection. The proposed method is applied to the NLST study dataset to uncover the effects of key clinical and imaging risk factors on patients' survival. Our findings provide valuable insights into the relationship between these factors and survival outcomes.
Collapse
Affiliation(s)
- Yuming Sun
- Department of Mathematics, William & Mary, Williamsburg, VA 23185, United States
| | - Jian Kang
- Department of Biostatistics, University of Michigan, Ann Arbor, MI 48109, United States
| | - Chinmay Haridas
- Division of Thoracic Surgery, Department of Surgery, Massachusetts General Hospital, Boston, MA 02114, United States
| | - Nicholas Mayne
- Department of Medicine, Duke University, Durham, NC 27710, United States
| | - Alexandra Potter
- Division of Thoracic Surgery, Department of Surgery, Massachusetts General Hospital, Boston, MA 02114, United States
| | - Chi-Fu Yang
- Division of Thoracic Surgery, Department of Surgery, Massachusetts General Hospital, Boston, MA 02114, United States
| | - David C Christiani
- Department of Environmental Health and Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA 02115, United States
| | - Yi Li
- Department of Biostatistics, University of Michigan, Ann Arbor, MI 48109, United States
| |
Collapse
|
2
|
Rong Y, Zhao SD, Zheng X, Li Y. Kernel Cox partially linear regression: Building predictive models for cancer patients' survival. Stat Med 2024; 43:1-15. [PMID: 37875428 DOI: 10.1002/sim.9938] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2023] [Revised: 09/30/2023] [Accepted: 10/03/2023] [Indexed: 10/26/2023]
Abstract
Wide heterogeneity exists in cancer patients' survival, ranging from a few months to several decades. To accurately predict clinical outcomes, it is vital to build an accurate predictive model that relates the patients' molecular profiles with the patients' survival. With complex relationships between survival and high-dimensional molecular predictors, it is challenging to conduct nonparametric modeling and irrelevant predictors removing simultaneously. In this article, we build a kernel Cox proportional hazards semi-parametric model and propose a novel regularized garrotized kernel machine (RegGKM) method to fit the model. We use the kernel machine method to describe the complex relationship between survival and predictors, while automatically removing irrelevant parametric and nonparametric predictors through a LASSO penalty. An efficient high-dimensional algorithm is developed for the proposed method. Comparison with other competing methods in simulation shows that the proposed method always has better predictive accuracy. We apply this method to analyze a multiple myeloma dataset and predict the patients' death burden based on their gene expressions. Our results can help classify patients into groups with different death risks, facilitating treatment for better clinical outcomes.
Collapse
Affiliation(s)
- Yaohua Rong
- Faculty of Science, Beijing University of Technology, Beijing, China
| | - Sihai Dave Zhao
- Department of Statistics, University of Illinois at Urbana-Champaign, Champaign, Illinois, USA
| | - Xia Zheng
- Faculty of Science, Beijing University of Technology, Beijing, China
| | - Yi Li
- Department of Biostatistics, University of Michigan, Ann Arbor, Michigan, USA
| |
Collapse
|
3
|
Salerno S, Li Y. High-Dimensional Survival Analysis: Methods and Applications. ANNUAL REVIEW OF STATISTICS AND ITS APPLICATION 2023; 10:25-49. [PMID: 36968638 PMCID: PMC10038209 DOI: 10.1146/annurev-statistics-032921-022127] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/18/2023]
Abstract
In the era of precision medicine, time-to-event outcomes such as time to death or progression are routinely collected, along with high-throughput covariates. These high-dimensional data defy classical survival regression models, which are either infeasible to fit or likely to incur low predictability due to over-fitting. To overcome this, recent emphasis has been placed on developing novel approaches for feature selection and survival prognostication. We will review various cutting-edge methods that handle survival outcome data with high-dimensional predictors, highlighting recent innovations in machine learning approaches for survival prediction. We will cover the statistical intuitions and principles behind these methods and conclude with extensions to more complex settings, where competing events are observed. We exemplify these methods with applications to the Boston Lung Cancer Survival Cohort study, one of the largest cancer epidemiology cohorts investigating the complex mechanisms of lung cancer.
Collapse
Affiliation(s)
- Stephen Salerno
- Department of Biostatistics, University of Michigan, Ann Arbor, United States, 48109
| | - Yi Li
- Department of Biostatistics, University of Michigan, Ann Arbor, United States, 48109
| |
Collapse
|
4
|
Nabeel I, Caraballo-Arias Y, Perkison WB, McCarthy RB, Saberi P, Berenji M, Goldman RH, Laestadius JG, Sokas RK, Das R, Senay E, Wilkenfeld M, Cook-Shimanek M. Proposed Mitigation and Adaptation Strategies Related to Climate Change: Guidance for OEM Professionals. J Occup Environ Med 2021; 63:e650-e656. [PMID: 34491973 DOI: 10.1097/jom.0000000000002321] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
Climate change is an urgent challenge amplified by socioeconomic factors that demands thoughtful public health responses from OEM professionals. This guidance statement from the American College of Occupational and Environmental Medicine focuses on the different strategies that these health professionals can implement to protect workers from health impacts associated with climate change hazards, foster workplace resilience in the face of rapidly changing environments, and take the necessary steps to mitigate the effects of global climate change.
Collapse
Affiliation(s)
- Ismail Nabeel
- American College of Occupational and Environmental Medicine, Elk Grove, Illinois
| | | | | | | | | | | | | | | | | | | | | | | | | |
Collapse
|
5
|
Lydell M, Hildingh C, Söderbom A, Ziegert K. How to Promote Workplace Health in order to Work into Old Age: Experiences from Employees in an Industrial Setting. SCIENTIFICA 2019; 2019:3942569. [PMID: 31065397 PMCID: PMC6466871 DOI: 10.1155/2019/3942569] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/17/2018] [Accepted: 02/20/2019] [Indexed: 06/09/2023]
Abstract
BACKGROUND Health is important in workplaces. A good organisational climate in a workplace plays a major role in the employees' well-being at work and is also associated with increased productivity. Today, employees are expected to work into older age and it is a challenge for companies to promote health and well-being for this growing group. PURPOSE The purpose of this study was to explore how to promote workplace health at present time and for the end of working life in the perspective of employees. DESIGN/METHODOLOGY/APPROACH The study had an explorative design, and a thematic analysis was chosen. The inclusion criteria were persons 50 years and older, working in the company and planning to continue working into old age. A total of 21 coworkers (14 men) participated in the study. Three focus group interviews were conducted. FINDINGS The results from the focus group interviews are presented in four themes: handle change in a changeable workplace, take responsibility for health concerns, get confirmation for feeling needed, and support and tolerance adapted for each employee. PRACTICAL IMPLICATIONS Promoting health should be an urgent mission for employees themselves as well as for managers in order to support employees in working into old age. The health promotion must be suitable for each employee and should be designed in such a way as to avoid inequality in workplace health. ORIGINALITY/VALUE There is a need for more health-promoting behaviours, support, and activities for employees in order to work into old age.
Collapse
Affiliation(s)
- Marie Lydell
- School of Social and Health Sciences (Akademin för hälsa och välfärd), Halmstad University, Halmstad, Sweden
- Research on Welfare, Health and Sport (Centrum för välfärd, hälsa och idrott), Halmstad University, Halmstad, Sweden
| | - Cathrine Hildingh
- School of Social and Health Sciences (Akademin för hälsa och välfärd), Halmstad University, Halmstad, Sweden
- Research on Welfare, Health and Sport (Centrum för välfärd, hälsa och idrott), Halmstad University, Halmstad, Sweden
| | - Arne Söderbom
- School of Business, Engineering and Science (Akademin för ekonomi, teknik och naturvetenskap), Halmstad University, Halmstad, Sweden
- Center for Innovation, Entrepreneurship and Learning Research (Centrum för innovations-entreprenörskaps-och lärandeforskning), Halmstad University, Halmstad, Sweden
| | - Kristina Ziegert
- School of Social and Health Sciences (Akademin för hälsa och välfärd), Halmstad University, Halmstad, Sweden
- Research on Welfare, Health and Sport (Centrum för välfärd, hälsa och idrott), Halmstad University, Halmstad, Sweden
| |
Collapse
|
6
|
Syamlal G, King BA, Mazurek JM. Workplace Smoke-Free Policies and Cessation Programs Among U.S. Working Adults. Am J Prev Med 2019; 56:548-562. [PMID: 30772152 PMCID: PMC6854656 DOI: 10.1016/j.amepre.2018.10.030] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/10/2018] [Revised: 10/16/2018] [Accepted: 10/17/2018] [Indexed: 11/26/2022]
Abstract
INTRODUCTION Workplace tobacco control interventions reduce smoking and secondhand smoke exposure among U.S. workers. Data on smoke-free workplace policy coverage and cessation programs by industry and occupation are limited. This study assessed smoke-free workplace policies and employer-offered cessation programs among U.S. workers, by industry and occupation. METHODS Data from the 2014-2015 Tobacco Use Supplement to the Current Population Survey, a random sample of the civilian, non-institutionalized population, were analyzed in 2018. Self-reported smoke-free policy coverage and employer-offered cessation programs were assessed among working adults aged ≥18 years, overall and by occupation and industry. Respondents were considered to have a 100% smoke-free policy if they indicated smoking was not permitted in any indoor areas of their workplace, and to have a cessation program if their employer offered any stop-smoking program within the past year. RESULTS Overall, 80.3% of indoor workers reported having smoke-free policies at their workplace and 27.2% had cessation programs. Smoke-free policy coverage was highest among workers in the education services (90.6%) industry and lowest among workers in agriculture, forestry, fishing, and hunting industry (64.1%). Employer-offered cessation programs were significantly higher among workers reporting 100% smoke-free workplace policies (30.9%) than those with partial/no policies (23.3%) and were significantly higher among indoor workers (29.2%) than outdoor workers (15.0%). CONCLUSIONS Among U.S. workers, 100% smoke-free policy and cessation program coverage varies by industry and occupation. Lower smoke-free policy coverage and higher tobacco use in certain industry and occupation groups suggests opportunities for workplace tobacco control interventions to reduce tobacco use and secondhand smoke exposure.
Collapse
Affiliation(s)
- Girija Syamlal
- Respiratory Health Division, National Institute for Occupational Safety and Health, Centers for Disease Control and Prevention, Morgantown, West Virginia.
| | - Brian A King
- Office on Smoking and Health, National Center for Chronic Disease Prevention and Health Promotion, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Jacek M Mazurek
- Respiratory Health Division, National Institute for Occupational Safety and Health, Centers for Disease Control and Prevention, Morgantown, West Virginia
| |
Collapse
|
7
|
|
8
|
Tabak RG, Strickland JR, Stein RI, Dart H, Colditz GA, Kirk B, Dale AM, Evanoff BA. Development of a scalable weight loss intervention for low-income workers through adaptation of interactive obesity treatment approach (iOTA). BMC Public Health 2018; 18:1265. [PMID: 30445939 PMCID: PMC6240310 DOI: 10.1186/s12889-018-6176-0] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2018] [Accepted: 11/01/2018] [Indexed: 01/22/2023] Open
Abstract
BACKGROUND Describing how and why an evidence-based intervention is adapted for a new population and setting using a formal evaluation and an adaptation framework can inform others seeking to modify evidence-based weight management interventions for different populations or settings. The Working for You intervention was adapted, to fit a workplace environment, from Be Fit Be Well, an evidence-based intervention that targets weight-control and hypertension in patients at an outpatient clinic. Workplace-based efforts that promote diet and activity behavior change among low-income employees have potential to address the obesity epidemic. This paper aims to explicitly describe how Be Fit Be Well was adapted for this new setting and population. METHODS To describe and understand the worksite culture, environment, and policies that support or constrain healthy eating and activity in the target population, we used qualitative and quantitative methods including key informant interviews, focus groups, and a worker survey; these data informed intervention adaptation. We organized the adaptations made to Be Fit Be Well using an adaptation framework from implementation science. RESULTS The adapted intervention, Working for You, maintains the theoretical premise and evidence-base underpinning Be Fit Be Well. However, it was modified in terms of the means of delivery (i.e., rather than using interactive voice response, Working for You employs automated SMS text messaging), defined as a modification to context by the adaptation framework. The adaptation framework also includes modifications to content; in this case the behavioral goals were modified for the target population based on updated science related to weight loss and to target a workplace population (e.g., a goal to avoiding free food at work). CONCLUSIONS If effective, this scalable and relatively inexpensive intervention can be translated to other work settings to reduce obesity and diabetes risk among low-SES workers, a group with a higher prevalence of these conditions. Using a formal evaluation and framework to guide and organize how and why an evidence-based intervention is adapted for a new population and setting can push the field of intervention research forward. TRIAL REGISTRATION ClinicalTrials.gov: NCT02934113 ; Received: October 12, 2016; Updated: November 7, 2017.
Collapse
Affiliation(s)
- Rachel G. Tabak
- Prevention Research Center in St. Louis, The Brown School, Washington University in St. Louis, 1 Brookings Dr, St. Louis, MO 63130 USA
| | - Jaime R. Strickland
- Division of General Medical Sciences, Department of Medicine, Washington University School of Medicine, 4523 Clayton Avenue, Campus Box 8005, St. Louis, MO 63110 USA
| | - Richard I. Stein
- Center for Human Nutrition, Department of Medicine, Washington University School of Medicine, 4523 Clayton Avenue, Campus Box 8083, St. Louis, MO 63110 USA
| | - Hank Dart
- Division of Public Health Sciences and Alvin J. Siteman Cancer Center, Department of Surgery, Washington University School of Medicine, Washington University in St. Louis, 660 South Euclid Avenue, Campus Box 8100, St. Louis, MO 63110 USA
| | - Graham A. Colditz
- Division of Public Health Sciences and Alvin J. Siteman Cancer Center, Department of Surgery, Washington University School of Medicine, Washington University in St. Louis, 660 South Euclid Avenue, Campus Box 8100, St. Louis, MO 63110 USA
| | - Bridget Kirk
- Division of General Medical Sciences, Department of Medicine, Washington University School of Medicine, 4523 Clayton Avenue, Campus Box 8005, St. Louis, MO 63110 USA
| | - Ann Marie Dale
- Division of General Medical Sciences, Department of Medicine, Washington University School of Medicine, 4523 Clayton Avenue, Campus Box 8005, St. Louis, MO 63110 USA
| | - Bradley A. Evanoff
- Division of General Medical Sciences, Department of Medicine, Washington University School of Medicine, 4523 Clayton Avenue, Campus Box 8005, St. Louis, MO 63110 USA
| |
Collapse
|
9
|
Lin KH, Bondurant S, Messamore A. Union, Premium Cost, and the Provision of Employment-based Health Insurance. SOCIUS : SOCIOLOGICAL RESEARCH FOR A DYNAMIC WORLD 2018; 4:10.1177/2378023118798502. [PMID: 38344247 PMCID: PMC10857863 DOI: 10.1177/2378023118798502] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 02/15/2024]
Abstract
The decline of employment-based health plans is commonly attributed to rising premium costs. Using restricted data and a matched sample from the Medical Expenditure Panel Survey-Insurance Component, the authors extend previous studies by testing the relationships among premium costs, employment relationships, and the provision of health benefits between 1999 and 2012. The authors report that both establishment- and state-level union densities are associated with a higher likelihood of employers' providing health plans, whereas right-to-work legislation is associated with lower provision. These factors combined rival rising premium cost in predicting offering. This finding indicates that the declining provision of health benefits could be in part driven by the transformation of the employment relationship in the United States and that labor unions may remain a critical force in sustaining employment-based coverage in the twenty-first century.
Collapse
Affiliation(s)
- Ken-Hou Lin
- University of Texas at Austin, Austin, TX, USA
| | | | | |
Collapse
|
10
|
Lydell M, Hildingh C, Söderbom A, Ziegert K. Future challenges for occupational health services can be prevented by proactive collaboration with the companies using the services: a participatory and reflection project. J Multidiscip Healthc 2017; 10:217-225. [PMID: 28579793 PMCID: PMC5449106 DOI: 10.2147/jmdh.s131382] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022] Open
Abstract
Background There is clearly a need for research in the field of occupational health service (OHS) for applying new perspectives. Proactive collaboration is needed between the OHSs and the companies. The customers of the companies using the services should be able to safeguard themselves from the health problems caused by the work environment through proactive collaboration with the OHSs. Objective The main purpose of this interdisciplinary study was to explore how the stakeholders reflected to create and agree on core values for future challenges in OHS, as seen from the perspectives of OHS professionals and customer companies. Methodology An action research process was conducted. This study was divided into three phases. In phase I, the data were collected from interviews and diaries of interdisciplinary occupational health professionals (n=12). A focus group that sampled the eight managers of the customer companies was also included. In phase II, a questionnaire was developed with 24 questions focusing on examining the future challenges for OHS. The questionnaire was sent to customer companies (n=116). In phase III, a scoping review was undertaken. Results Three categories emerged from the analysis: “Balancing complex situations” clarified the complexity regarding senior employees; “Working with a proactive approach” indicated the need for working with a new proactive approach supporting sustainable health; and “Collaborate internally and externally” showed good relationships between the customer and the OHS, which is a mutual responsibility to both the partners. Conclusion The results outlined that it is necessary to take action to apply new proactive health promotions, with a focus on workplace health promotion. The results also indicated that interventions for senior employees are of importance. This study was done in collaboration with the stakeholders from the occupational health care service center and the managers from the customer companies. The use of a participatory research design, including close collaboration with the participants, allows the researchers to see the challenges.
Collapse
Affiliation(s)
- Marie Lydell
- Center of Research on Welfare, Health and Sport (CVHI), School of Social and Health Sciences
| | - Cathrine Hildingh
- Center of Research on Welfare, Health and Sport (CVHI), School of Social and Health Sciences
| | - Arne Söderbom
- Center for Innovation, Entrepreneurship and Learning Research (CIEL), School of Economics, Technology and Science, Halmstad University, Halmstad, Sweden
| | - Kristina Ziegert
- Center of Research on Welfare, Health and Sport (CVHI), School of Social and Health Sciences
| |
Collapse
|
11
|
Factors Associated with Cessation Activities amongst a Multiethnic Sample of Transit Workers. J Smok Cessat 2016. [DOI: 10.1017/jsc.2016.25] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
Introduction: Transit workers are a blue-collar occupational group with elevated rates of smoking despite access to free or low-cost cessation services available through their health insurance as a union-negotiated employee benefit. Little is known about the influences on cessation participation in this workforce.Aims: The purpose of this study is to analyse the factors associated with past-year cessation activities amongst a multiethnic sample of transit workers.Methods: Cross-sectional tobacco surveys were completed by 935 workers at an Oakland, California, USA-based public transit agency. Data from 190 current smokers (68% African American; 46% female) were analysed. Adjusted odds ratios were calculated to identify factors associated with past-year cessation activity.Results: Approximately 55% of smokers stopped smoking for one day or longer during the past year in order to quit. Nearly half reported that the most common barrier to quitting was, ‘Not mentally ready to quit because I like smoking’. Workers in the contemplation/precontemplation stage for intention to quit were less likely to have engaged in cessation activities than those in the action/preparation stage (AOR = 0.34). Frequency of coworker encouragement for quitting was positively associated with past-year cessation activities (AOR = 3.25). Frequency of insomnia symptoms was negatively associated with cessation activity participation (AOR = 0.34).Conclusions: Most transit workers who smoke made a past-year quit attempt. Gaining insight into factors associated with participation in cessation activities can aid worksite efforts to promote cessation and reduce tobacco-related disparities.
Collapse
|
12
|
Mazurek JM, England LJ. Cigarette Smoking Among Working Women of Reproductive Age-United States, 2009-2013. Nicotine Tob Res 2016; 18:894-9. [PMID: 26791371 DOI: 10.1093/ntr/ntv292] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2015] [Accepted: 12/29/2015] [Indexed: 11/14/2022]
Abstract
BACKGROUND Employers play a vital role in promoting and supporting tobacco use cessation among tobacco-using workers. Cigarette smoking during pregnancy is a preventable cause of complications in pregnancy and adverse infant health outcomes. PURPOSE To estimate cigarette smoking prevalence and attempts to quit among working women of reproductive age in different industries and occupations using a nationally representative survey. METHODS The 2009-2013 National Health Interview Survey data for women of reproductive age (18-49 years) who were working in the week prior to the interview (n = 30855) were analyzed. Data were adjusted for nonresponse and weighted to produce nationally representative estimates. RESULTS During 2009-2013, among working women of reproductive age, an estimated 17.3% (95% confidence interval [CI]: 16.7-17.8) and 12.9% (95% CI: 12.4-13.4) were current and former cigarette smokers, respectively. Of women who smoke daily, 44.5% (95% CI: 42.5-46.5) had made a quit attempt for more than 1 day in the year before the interview. Cigarette smoking prevalence was highest among women working in the construction industry (29.2%; 95% CI: 22.8-35.7) and in construction and extraction occupations (34.6%; 95% CI: 23.4-45.9). Among working women who were pregnant at the time of the interview, 6.8% (95% CI: 4.4-9.2) and 20.4% (95% CI: 16.9-24.0) were current and former cigarette smokers, respectively. CONCLUSIONS Cigarette smoking prevalence varies by industry and occupation. Intensifying tobacco control efforts in high prevalence industries and occupations could result in higher cessation rates and improvements in health among women of reproductive age. IMPLICATIONS This study identified discrepancies in cigarette smoking among women of reproductive age across industries and occupations. In the absence of smoke-free local and state laws, employer-established smoke-free policies and workplace cessation programs are important for achieving reduction of tobacco use among women and for protecting other workers' health. Results in this report may assist in developing educational campaigns targeting women in industries and occupations with high prevalence of cigarette smoking and low percentage of ever-smokers who had quit.
Collapse
Affiliation(s)
- Jacek M Mazurek
- Division of Respiratory Disease Studies, National Institute for Occupational Safety and Health, Centers for Disease Control and Prevention (CDC), Morgantown, WV;
| | - Lucinda J England
- Office on Smoking and Health, National Center for Chronic Disease Prevention and Health Promotion, CDC, Atlanta, GA
| |
Collapse
|
13
|
Malinowski B, Minkler M, Stock L. Labor unions: a public health institution. Am J Public Health 2015; 105:261-71. [PMID: 25521905 DOI: 10.2105/ajph.2014.302309] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
Using a social-ecological framework, we drew on a targeted literature review and historical and contemporary cases from the US labor movement to illustrate how unions address physical and psychosocial conditions of work and the underlying inequalities and social determinants of health. We reviewed labor involvement in tobacco cessation, hypertension control, and asthma, limiting articles to those in English published in peer-reviewed public health or medical journals from 1970 to 2013. More rigorous research is needed on potential pathways from union membership to health outcomes and the facilitators of and barriers to union-public health collaboration. Despite occasional challenges, public health professionals should increase their efforts to engage with unions as critical partners.
Collapse
Affiliation(s)
- Beth Malinowski
- Beth Malinowski and Meredith Minkler are with the Health and Social Behavior Program, School of Public Health, University of California, Berkeley. Laura Stock is with the Labor Occupational Health Program, School of Public Health, University of California, Berkeley
| | | | | |
Collapse
|
14
|
Strickland JR, Smock N, Casey C, Poor T, Kreuter MW, Evanoff BA. Development of targeted messages to promote smoking cessation among construction trade workers. HEALTH EDUCATION RESEARCH 2015; 30:107-20. [PMID: 25231165 PMCID: PMC4296889 DOI: 10.1093/her/cyu050] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/09/2023]
Abstract
Blue-collar workers, particularly those in the construction trades, are more likely to smoke and have less success in quitting when compared with white-collar workers. Little is known about health communication strategies that might influence this priority population. This article describes our formative work to develop targeted messages to increase participation in an existing smoking cessation program among construction workers. Using an iterative and sequential mixed-methods approach, we explored the culture, health attitudes and smoking behaviors of unionized construction workers. We used focus group and survey data to inform message development, and applied audience segmentation methods to identify potential subgroups. Among 144 current smokers, 65% reported wanting to quit smoking in the next 6 months and only 15% had heard of a union-sponsored smoking cessation program, despite widespread advertising. We tested 12 message concepts and 26 images with the target audience to evaluate perceived relevance and effectiveness. Participants responded most favorably to messages and images that emphasized family and work, although responses varied by audience segments based on age and parental status. This study is an important step towards integrating the culture of a high-risk group into targeted messages to increase participation in smoking cessation activities.
Collapse
Affiliation(s)
- J R Strickland
- Division of General Medical Sciences, Washington University School of Medicine, St. Louis, MO 63110, USA and George Warren Brown School of Social Work, Washington University in St. Louis, St. Louis, MO 63112, USA
| | - N Smock
- Division of General Medical Sciences, Washington University School of Medicine, St. Louis, MO 63110, USA and George Warren Brown School of Social Work, Washington University in St. Louis, St. Louis, MO 63112, USA
| | - C Casey
- Division of General Medical Sciences, Washington University School of Medicine, St. Louis, MO 63110, USA and George Warren Brown School of Social Work, Washington University in St. Louis, St. Louis, MO 63112, USA
| | - T Poor
- Division of General Medical Sciences, Washington University School of Medicine, St. Louis, MO 63110, USA and George Warren Brown School of Social Work, Washington University in St. Louis, St. Louis, MO 63112, USA
| | - M W Kreuter
- Division of General Medical Sciences, Washington University School of Medicine, St. Louis, MO 63110, USA and George Warren Brown School of Social Work, Washington University in St. Louis, St. Louis, MO 63112, USA
| | - B A Evanoff
- Division of General Medical Sciences, Washington University School of Medicine, St. Louis, MO 63110, USA and George Warren Brown School of Social Work, Washington University in St. Louis, St. Louis, MO 63112, USA
| |
Collapse
|
15
|
Syamlal G, Mazurek JM, Hendricks SA, Jamal A. Cigarette smoking trends among U.S. working adult by industry and occupation: findings from the 2004-2012 National Health Interview Survey. Nicotine Tob Res 2014; 17:599-606. [PMID: 25239956 DOI: 10.1093/ntr/ntu185] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2014] [Accepted: 08/29/2014] [Indexed: 11/13/2022]
Abstract
OBJECTIVE To examine trends in age-adjusted cigarette smoking prevalence among working adults by industry and occupation during 2004-2012, and to project those prevalences and compare them to the 2020 Healthy People objective (TU-1) to reduce cigarette smoking prevalence to ≤12%. METHODS We analyzed the 2004-2012 National Health Interview Survey (NHIS) data. Respondents were aged ≥18 years working in the week prior to the interview. Temporal changes in cigarette smoking prevalence were assessed using logistic regression. We used the regression model to extrapolate to the period 2013-2020. RESULTS Overall, an estimated 19.0% of working adults smoked cigarettes: 22.4% in 2004 to 18.1% in 2012. The largest declines were among workers in the education services (6.5%) industry and in the life, physical, and social science (9.7%) occupations. The smallest declines were among workers in the real estate and rental and leasing (0.9%) industry and the legal (0.4%) occupations. The 2020 projected smoking prevalences in 15 of 21 industry groups and 13 of the 23 occupation groups were greater than the 2020 Healthy People goal. CONCLUSIONS During 2004-2012, smoking prevalence declined in the majority of industry and occupation groups. The decline rate varied by industry and occupation groups. Projections suggest that certain groups may not reach the 2020 Healthy People goal. Consequently, smoking cessation, prevention, and intervention efforts may need to be revised and strengthened, particularly in specific occupational groups.
Collapse
Affiliation(s)
- Girija Syamlal
- Division of Respiratory Disease Studies, National Institute for Occupational Safety and Health, CDC, Morgantown, WV;
| | - Jacek M Mazurek
- Division of Respiratory Disease Studies, National Institute for Occupational Safety and Health, CDC, Morgantown, WV
| | - Scott A Hendricks
- Division of Safety Research, National Institute for Occupational Safety and Health, CDC, Morgantown, WV
| | - Ahmed Jamal
- Office on Smoking and Health, National Center for Chronic Disease Prevention and Health Promotion, CDC, Atlanta, GA
| |
Collapse
|
16
|
Abstract
BACKGROUND The workplace has potential as a setting through which large groups of people can be reached to encourage smoking cessation. OBJECTIVES 1. To categorize workplace interventions for smoking cessation tested in controlled studies and to determine the extent to which they help workers to stop smoking.2. To collect and evaluate data on costs and cost effectiveness associated with workplace interventions. SEARCH METHODS We searched the Cochrane Tobacco Addiction Group Specialized Register (July 2013), MEDLINE (1966 - July 2013), EMBASE (1985 - June 2013), and PsycINFO (to June 2013), amongst others. We searched abstracts from international conferences on tobacco and the bibliographies of identified studies and reviews for additional references. SELECTION CRITERIA We selected interventions conducted in the workplace to promote smoking cessation. We included only randomized and quasi-randomized controlled trials allocating individuals, workplaces, or companies to intervention or control conditions. DATA COLLECTION AND ANALYSIS One author extracted information relating to the characteristics and content of all kinds of interventions, participants, outcomes and methods of the studies, and a second author checked them. For this update we have conducted meta-analyses of the main interventions, using the generic inverse variance method to generate odds ratios and 95% confidence intervals. MAIN RESULTS We include 57 studies (61 comparisons) in this updated review. We found 31 studies of workplace interventions aimed at individual workers, covering group therapy, individual counselling, self-help materials, nicotine replacement therapy, and social support, and 30 studies testing interventions applied to the workplace as a whole, i.e. environmental cues, incentives, and comprehensive programmes. The trials were generally of moderate to high quality, with results that were consistent with those found in other settings. Group therapy programmes (odds ratio (OR) for cessation 1.71, 95% confidence interval (CI) 1.05 to 2.80; eight trials, 1309 participants), individual counselling (OR 1.96, 95% CI 1.51 to 2.54; eight trials, 3516 participants), pharmacotherapies (OR 1.98, 95% CI 1.26 to 3.11; five trials, 1092 participants), and multiple intervention programmes aimed mainly or solely at smoking cessation (OR 1.55, 95% CI 1.13 to 2.13; six trials, 5018 participants) all increased cessation rates in comparison to no treatment or minimal intervention controls. Self-help materials were less effective (OR 1.16, 95% CI 0.74 to 1.82; six trials, 1906 participants), and two relapse prevention programmes (484 participants) did not help to sustain long-term abstinence. Incentives did not appear to improve the odds of quitting, apart from one study which found a sustained positive benefit. There was a lack of evidence that comprehensive programmes targeting multiple risk factors reduced the prevalence of smoking. AUTHORS' CONCLUSIONS 1. We found strong evidence that some interventions directed towards individual smokers increase the likelihood of quitting smoking. These include individual and group counselling, pharmacological treatment to overcome nicotine addiction, and multiple interventions targeting smoking cessation as the primary or only outcome. All these interventions show similar effects whether offered in the workplace or elsewhere. Self-help interventions and social support are less effective. Although people taking up these interventions are more likely to stop, the absolute numbers who quit are low.2. We failed to detect an effect of comprehensive programmes targeting multiple risk factors in reducing the prevalence of smoking, although this finding was not based on meta-analysed data. 3. There was limited evidence that participation in programmes can be increased by competitions and incentives organized by the employer, although one trial demonstrated a sustained effect of financial rewards for attending a smoking cessation course and for long-term quitting. Further research is needed to establish which components of this trial contributed to the improvement in success rates.4. Further research would be valuable in low-income and developing countries, where high rates of smoking prevail and smoke-free legislation is not widely accepted or enforced.
Collapse
Affiliation(s)
- Kate Cahill
- University of OxfordNuffield Department of Primary Care Health SciencesRadcliffe Observatory QuarterWoodstock RoadOxfordUKOX2 6GG
| | - Tim Lancaster
- University of OxfordNuffield Department of Primary Care Health SciencesRadcliffe Observatory QuarterWoodstock RoadOxfordUKOX2 6GG
| | | |
Collapse
|
17
|
Harris JR, Hannon PA, Beresford SAA, Linnan LA, McLellan DL. Health promotion in smaller workplaces in the United States. Annu Rev Public Health 2014; 35:327-42. [PMID: 24387086 PMCID: PMC10378509 DOI: 10.1146/annurev-publhealth-032013-182416] [Citation(s) in RCA: 73] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Most American workplaces are smaller, with fewer than 1,000 employees. Many of these employees are low-wage earners and at increased risk for chronic diseases. Owing to the challenges smaller workplaces face to offering health-promotion programs, their employees often lack access to health-promotion opportunities available at larger workplaces. Many smaller employers do not offer health insurance, which is currently the major funding vehicle for health-promotion services. They also have few health-promotion vendors to serve them and low internal capacity for, and commitment to, delivery of on-site programs. The programs they offer, whether aimed at health promotion alone or integrated with health protection, are rarely comprehensive and are understudied. Research priorities for health promotion in smaller workplaces include developing programs feasible for the smallest workplaces with fewer than 20 employees. Policy priorities include incentives for smaller workplaces to implement comprehensive programs and an ongoing system for monitoring and evaluation.
Collapse
Affiliation(s)
- Jeffrey R Harris
- Department of Health Services, School of Public Health, University of Washington, Seattle, Washington 98105; , ,
| | | | | | | | | |
Collapse
|
18
|
Kim SS, Dutra LM, Okechukwu CA. Contractor-, steward-, and coworker-safety practice: associations with musculoskeletal pain and injury-related absence among construction apprentices. Int Arch Occup Environ Health 2013; 87:493-500. [PMID: 23748366 DOI: 10.1007/s00420-013-0889-2] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2012] [Accepted: 05/22/2013] [Indexed: 11/26/2022]
Abstract
OBJECTIVES This paper sought to assess organizational safety practices at three different levels of hierarchical workplace structure and to examine their association with injury outcomes among construction apprentices. METHODS Using a cross-sectional sample of 1,775 construction apprentices, three measures of organizational safety practice were assessed: contractor-, steward-, and coworker-safety practice. Each safety practice measure was assessed using three similar questions (i.e., on-the-job safety commitment, following required or recommended safe work practices, and correcting unsafe work practices); the summed average of the responses ranged from 1 to 4, with a higher score indicating poorer safety practice. Outcome variables included the prevalence of four types of musculoskeletal pain (i.e., neck, shoulder, hand, and back pain) and injury-related absence. RESULTS In adjusted analyses, contractor-safety practice was associated with both hand pain (OR: 1.27, 95 % CI: 1.04, 1.54) and back pain (OR: 1.40, 95 % CI: 1.17, 1.68); coworker-safety practice was related to back pain (OR: 1.42, 95 % CI: 1.18, 1.71) and injury-related absence (OR: 1.36, 95 % CI: 1.11, 1.67). In an analysis that included all three safety practice measures simultaneously, the association between coworker-safety practice and injury-related absence remained significant (OR: 1.68, 95 % CI: 1.20, 2.37), whereas all other associations became non-significant. CONCLUSIONS This study suggests that organizational safety practice, particularly coworker-safety practice, is associated with injury outcomes among construction apprentices.
Collapse
Affiliation(s)
- Seung-Sup Kim
- Department of Healthcare Management, Korea University, Seoul, Republic of Korea,
| | | | | |
Collapse
|
19
|
Rosenbaum J. Degrees of health disparities: Health status disparities between young adults with high school diplomas, sub-baccalaureate degrees, and baccalaureate degrees. HEALTH SERVICES AND OUTCOMES RESEARCH METHODOLOGY 2012; 12:156-168. [PMID: 22899892 DOI: 10.1007/s10742-012-0094-x] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
Community colleges have increased post-secondary educational access for disadvantaged youth, but it is unknown how community college degrees fit into the educational gradient of health status disparities. Using data from high school graduates in the National Longitudinal Study of Adolescent Health, we compared young adults ages 26-31 whose highest degrees were high school diplomas (n=5584), sub-baccalaureate credentials (sub-BAs include community college certificates and associate's degrees) (n=2415), and baccalaureate degrees (BAs) (n=3303) on measures of hypertension, obesity, smoking, sleep problems, dyslipidemia, and depression. Comparisons used multivariate Poisson regression with robust standard errors after exact and nearest-neighbor Mahalanobis matching within propensity score calipers on 23 baseline factors measured in 1995. High school graduates and sub-BAs differed significantly on 3 of 23 baseline factors. After matching, sub-BAs were 16% less likely to smoke daily than if they had only a high school diploma but did not differ in other health status measures. Sub-BAs and BAs differed significantly on 14 of 23 baseline factors. After matching, BAs were 60% less likely to smoke daily, 14% less likely to be obese, and 38% less likely to have been diagnosed with depression. Sub-BA degrees are accessible to high school graduates irrespective of academic backgrounds and predict lower smoking prevalence. BAs are less accessible to high school graduates and predict lower chances of smoking, depression, and obesity.
Collapse
Affiliation(s)
- J Rosenbaum
- Maryland Population Research Center, 0124N Cole Student Activities Building, University of Maryland, College Park, Maryland, 20742, Tel: 301-405-6403, ,
| |
Collapse
|
20
|
Occupation and workplace policies predict smoking behaviors: analysis of national data from the current population survey. J Occup Environ Med 2012; 53:1337-45. [PMID: 21988795 DOI: 10.1097/jom.0b013e3182337778] [Citation(s) in RCA: 87] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVE Describe differences in smoking behaviors associated with occupation, workplace rules against smoking, and workplace smoking cessation programs. METHODS We analyzed data from the Current Population Survey-Tobacco Use Supplement surveys from 1992 through 2007. RESULTS After adjusting for demographic factors, blue-collar workers were at higher risk than white-collar workers for ever smoking, current smoking, and persistent smoking (current smoking among ever smokers). Construction workers were more likely to be current daily smokers than other blue-collar workers. Among ever smokers, current daily smoking was more common in the absence of both workplace rules against smoking and workplace smoking cessation programs. CONCLUSIONS Social or cultural effects related to occupation are important determinants of smoking. More aggressive promotion of smoking cessation programs and workplace rules prohibiting smoking could have a significant public health impact.
Collapse
|
21
|
Azaroff LS, Nguyen HM, Do T, Gore R, Goldstein-Gelb M. Results of a community-university partnership to reduce deadly hazards in hardwood floor finishing. J Community Health 2011; 36:658-68. [PMID: 21267640 DOI: 10.1007/s10900-011-9357-7] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
A community-university partnership used community-based participatory research (CBPR) to design, implement, and evaluate a multi-cultural public health campaign to eliminate flammable products and reduce use of products high in volatile organic compounds (VOCs) in hardwood floor finishing in Massachusetts. Leading participants were Vietnamese-American organizations and businesses. Following the public health campaign, a multi-lingual survey of self-reported experiences with fires, product use, exposure to outreach activities, and changes made, was conducted with floor finishers. One hundred nine floor finishers responded. Over 40% reported fires at their companies' jobs, mostly caused by lacquer sealers. Over one third had heard radio or TV shows about health and safety in floor finishing, and over half reported making changes as a result of outreach. Exposure to various outreach activities was associated with reducing use of flammable products, increasing use of low-VOC products, and greater knowledge about product flammability. However, most respondents still reported using flammable products. Outreach led by community partners reached large proportions of floor finishers, was associated with use of safer products, and adds to recent work on CBPR with immigrant workers. Continued use of flammable products supports the belief that an enforceable ban was ultimately necessary to eradicate them.
Collapse
Affiliation(s)
- Lenore S Azaroff
- Work Environment Department, University of Massachusetts Lowell, One University Avenue, Lowell, MA 01854, USA.
| | | | | | | | | |
Collapse
|
22
|
Weinsier ST. Integrating results from smoking cessation drug research and development into clinical occupational health practice. AAOHN JOURNAL : OFFICIAL JOURNAL OF THE AMERICAN ASSOCIATION OF OCCUPATIONAL HEALTH NURSES 2011; 59:69-76. [PMID: 21261230 DOI: 10.3928/08910162-20110117-02] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/24/2010] [Accepted: 10/19/2010] [Indexed: 05/30/2023]
Abstract
This article documents evidence-based pharmacologic interventions to promote successful smoking cessation among employees who smoke. The article also highlights supporting evidence for the use of pharmacologic agents to treat tobacco dependence and can guide successful, personalized, pharmacologic smoking cessation interventions in occupational clinical practice. Prescribing clinicians will also find information about the latest research and development of medications to promote smoking cessation, including recently implemented black box warnings by the U.S. Food and Drug Administration.
Collapse
|
23
|
Hunt MK, Harley AE, Stoddard AM, Lederman RI, MacArthur MJ, Sorensen G. Elements of External Validity of Tools for Health: An Intervention for Construction Laborers. Am J Health Promot 2010; 24:e11-20. [DOI: 10.4278/ajhp.080721-quan-130] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Purpose. To examine the external validity of an efficacious tailored smoking cessation and nutrition improvement telephone intervention. Design. Comparison of characteristics of participants and nonparticipants (representativeness); examination of the extent of intervention implementation. Setting. Cancer center collaboration with a labor union. Subjects. Unionized construction laborers. Intervention. Tailored feedback report, telephone counseling, and supplementary educational materials focused on smoking cessation and improved nutrition. Measures. Background survey identifying socio-demographic and behavioral characteristics; process evaluation data; and final efficacy survey to determine participant satisfaction. Analysis. Cross-classification and the X2 test of homogeneity were used with categorically measured variables comparing participants and nonparticipants. We compared the means in the two groups for continuously scaled measures using the Student t-test and investigated the multivariable association of the characteristics of participation with a multiple logistic regression. For process data we present frequencies, percentages, and means. Results. Characteristics associated with participation included self-efficacy to change fruit and vegetable consumption (p = .0009) and self-identification with union's problems (p = 0.05). Eighty-six percent of non-smokers and 61% of smokers completed between 1 and 4 counseling sessions. Over one-half of non-smokers (61%) and smokers (53%) completed 4 or more calls and more smokers (34%) than non-smokers (11%) completed the 5+ sessions. Conclusions. These results provide a snapshot of characteristics of construction laborers to whom this intervention can be generalized and indicators of feasibility necessary for translating research into practice.
Collapse
Affiliation(s)
- Mary K. Hunt
- Mary K. Hunt, MPH; Amy E. Harley, PhD, MPH, RD; Ruth I. Lederman, MPH; and Glorian Sorensen, PhD, MPH, are with the Center for Community-Based Research, Dana-Farber Cancer Institute, Boston, Massachusetts. Amy E. Harley, PhD, MPH, RD, and Glorian Sorensen, PhD, MPH, are with the Department of Society, Human Development, and Health, Harvard School of Public Health, Boston, Massachusetts. Amy E. Harley, PhD, MPH, RD, is with the Center for Urban Population Health, University of Wisconsin-Milwaukee,
| | - Amy E. Harley
- Mary K. Hunt, MPH; Amy E. Harley, PhD, MPH, RD; Ruth I. Lederman, MPH; and Glorian Sorensen, PhD, MPH, are with the Center for Community-Based Research, Dana-Farber Cancer Institute, Boston, Massachusetts. Amy E. Harley, PhD, MPH, RD, and Glorian Sorensen, PhD, MPH, are with the Department of Society, Human Development, and Health, Harvard School of Public Health, Boston, Massachusetts. Amy E. Harley, PhD, MPH, RD, is with the Center for Urban Population Health, University of Wisconsin-Milwaukee,
| | - Anne M. Stoddard
- Mary K. Hunt, MPH; Amy E. Harley, PhD, MPH, RD; Ruth I. Lederman, MPH; and Glorian Sorensen, PhD, MPH, are with the Center for Community-Based Research, Dana-Farber Cancer Institute, Boston, Massachusetts. Amy E. Harley, PhD, MPH, RD, and Glorian Sorensen, PhD, MPH, are with the Department of Society, Human Development, and Health, Harvard School of Public Health, Boston, Massachusetts. Amy E. Harley, PhD, MPH, RD, is with the Center for Urban Population Health, University of Wisconsin-Milwaukee,
| | - Ruth I. Lederman
- Mary K. Hunt, MPH; Amy E. Harley, PhD, MPH, RD; Ruth I. Lederman, MPH; and Glorian Sorensen, PhD, MPH, are with the Center for Community-Based Research, Dana-Farber Cancer Institute, Boston, Massachusetts. Amy E. Harley, PhD, MPH, RD, and Glorian Sorensen, PhD, MPH, are with the Department of Society, Human Development, and Health, Harvard School of Public Health, Boston, Massachusetts. Amy E. Harley, PhD, MPH, RD, is with the Center for Urban Population Health, University of Wisconsin-Milwaukee,
| | - Mary Jane MacArthur
- Mary K. Hunt, MPH; Amy E. Harley, PhD, MPH, RD; Ruth I. Lederman, MPH; and Glorian Sorensen, PhD, MPH, are with the Center for Community-Based Research, Dana-Farber Cancer Institute, Boston, Massachusetts. Amy E. Harley, PhD, MPH, RD, and Glorian Sorensen, PhD, MPH, are with the Department of Society, Human Development, and Health, Harvard School of Public Health, Boston, Massachusetts. Amy E. Harley, PhD, MPH, RD, is with the Center for Urban Population Health, University of Wisconsin-Milwaukee,
| | - Glorian Sorensen
- Mary K. Hunt, MPH; Amy E. Harley, PhD, MPH, RD; Ruth I. Lederman, MPH; and Glorian Sorensen, PhD, MPH, are with the Center for Community-Based Research, Dana-Farber Cancer Institute, Boston, Massachusetts. Amy E. Harley, PhD, MPH, RD, and Glorian Sorensen, PhD, MPH, are with the Department of Society, Human Development, and Health, Harvard School of Public Health, Boston, Massachusetts. Amy E. Harley, PhD, MPH, RD, is with the Center for Urban Population Health, University of Wisconsin-Milwaukee,
| |
Collapse
|
24
|
de Castro AB, Garcia G, Gee GC, Tsai JHC, Rue T, Takeuchi DT. Smoking and the Asian American workforce in the National Latino and Asian American Study. Am J Ind Med 2010; 53:171-8. [PMID: 19347902 PMCID: PMC2818057 DOI: 10.1002/ajim.20697] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
BACKGROUND Smoking among the Asian American workforce has not been extensively researched. This study examines smoking prevalence among a nationally representative sample of Asian Americans with an emphasis on occupational classification. METHODS Cross-sectional data come from the National Latino and Asian American Study. Multivariate logistic regression analyses were used to determine smoking prevalence by occupation, gender, and nativity, among 1,528 participants self-identifying as in the labor force. RESULTS Blue collar workers reported the highest smoking prevalence (32%) followed by unemployed (19%), other (17%), service (14%), and white collar (10%). Among both employed males and females, blue collar workers had the highest prevalence (45% and 18%, respectively). By nativity, smoking was highest among blue collar workers for immigrants (25%) and highest among the unemployed for U.S. born (16%). Blue collar employment was significantly associated with being a current smoker (OR = 2.52; 95% CI: 1.23-5.16; P < 0.05) controlling for demographics (e.g., age, gender, ethnic group, nativity, etc.). CONCLUSIONS Findings reveal that smoking differs by occupation among Asian Americans. Future research should examine factors explaining differences while considering gender and nativity.
Collapse
Affiliation(s)
- A. B. de Castro
- University of Washington School of Nursing, Department of Psychosocial and Community Health, Box 357263, Seattle, WA 98195-7263, (206) 543-4436, (206) 685-9551 (fax),
| | - Gabriel Garcia
- University of Alaska, Anchorage Department of Health Services, 3211 Providence Drive, DPL 404, Anchorage, AK 99508-4614, 907-786-6532, (907) 786-6572 (fax),
| | - Gilbert C. Gee
- University of California, Los Angeles School of Public Health, Department of Community Health Sciences, 41-269A CHS, 650 Charles E. Young Drive South, Los Angeles, CA 90095-1772, (310) 825-8838, (310) 794-1805 (fax),
| | - Jenny Hsin-Chun Tsai
- University of Washington School of Nursing, Department of Psychosocial and Community Health, Box 357263, Seattle, WA 98195-7263, (206) 543-6079, (206) 685-9551 (fax),
| | - Tessa Rue
- University of Washington School of Public Health and Community Medicine, Department of Biostatistics, Box 357183, Seattle, WA 98195-7183, (206) 616-1635, (206) 685-2473 (fax),
| | - David T. Takeuchi
- Research with the University of Washington School of Social Work, Box 354900, Seattle WA 98105-6299, (206) 543-5133,
| |
Collapse
|
25
|
Musich S, Chapman LS, Ozminkowski R. Best practices for smoking cessation: implications for employer-based programs. Am J Health Promot 2009; 24:TAHP-1-10. [PMID: 19750963 DOI: 10.4278/ajhp.24.1.tahp] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Tobacco use and smoking continue to be one of the most important potentially preventable health problems of the 21st century. A large number of studies published in the peer-reviewed literature now inform much of our employer-based programming efforts. Worksite settings and health plan member populations are served primarily through worksite-based interventions, which are examined in this literature review. As a consequence, a number of important resulting "best practices" for smoking cessation efforts with employed populations are presented for consideration in this edition of The Art of Health Promotion.
Collapse
|
26
|
Welch LS, Haile E. Asbestos-related disease among sheet metal workers 1986-2004: radiographic changes over time. Am J Ind Med 2009; 52:519-25. [PMID: 19479897 DOI: 10.1002/ajim.20712] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Abstract
BACKGROUND In 1985, the Sheet Metal Workers International Association and the Sheet Metal and Air Conditioning National Association formed The Sheet Metal Occupational Health Institute Trust (SMOHIT) to examine the health hazards of the sheet metal industry. Between 1986 and 2004 18,211 individuals were examined. At the time of the first examination 9.6% of all participants (1,745) had findings consistent with parenchymal disease (ILO > 1/0), and 21% (3,827) had pleural scarring. METHODS 2181-Two thousand hundred eighty-one who had no radiographic evidence of pneumoconiosis on baseline examination underwent a second examination. RESULTS By the second examination, 5.3% had developed parenchymal disease on chest radiograph; an additional 12.4% had developed pleural scarring without parenchymal disease. Factors that predicted new cases of pneumoconiosis on radiograph were the calendar year the worker entered the sheet metal trade, smoking, and shipyard work. Forty-seven percent of those smoking at the time of initial exam reported having quit smoking by the second examination. CONCLUSIONS Asbestosis is still occurring 50 years after first exposure. Exposed workers benefit from medical screening programs that incorporate smoking cessation.
Collapse
Affiliation(s)
- Laura S Welch
- CPWR, The Center for Construction Research and Training, Silver Spring, Maryland 20910, USA.
| | | |
Collapse
|
27
|
MassBuilt: effectiveness of an apprenticeship site-based smoking cessation intervention for unionized building trades workers. Cancer Causes Control 2009; 20:887-94. [PMID: 19301135 PMCID: PMC2694320 DOI: 10.1007/s10552-009-9324-0] [Citation(s) in RCA: 45] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2007] [Accepted: 02/24/2009] [Indexed: 11/04/2022]
Abstract
Objective Blue-collar workers are difficult to reach and less likely to successfully quit smoking. The objective of this study was to test a training site-based smoking cessation intervention. Methods This study is a randomized-controlled trial of a smoking cessation intervention that integrated occupational health concerns and was delivered in collaboration with unions to apprentices at 10 sites (n = 1,213). We evaluated smoking cessation at 1 and 6 months post-intervention. Results The baseline prevalence of smoking was 41%. We observed significantly higher quit rates in the intervention versus control group (26% vs. 16.8%; p = 0.014) 1 month after the intervention. However, the effects diminished over time so that the difference in quit rate was not significant at 6 month post-intervention (9% vs. 7.2%; p = 0.48). Intervention group members nevertheless reported a significant decrease in smoking intensity (OR = 3.13; 95% CI: 1.55–6.31) at 6 months post-intervention, compared to controls. Conclusion The study demonstrates the feasibility of delivering an intervention through union apprentice programs. Furthermore, the notably better 1-month quit rate results among intervention members and the greater decrease in smoking intensity among intervention members who continued to smoke underscore the need to develop strategies to help reduce relapse among blue-collar workers who quit smoking.
Collapse
|
28
|
Murray RL, Bauld L, Hackshaw LE, McNeill A. Improving access to smoking cessation services for disadvantaged groups: a systematic review. J Public Health (Oxf) 2009; 31:258-77. [PMID: 19208688 DOI: 10.1093/pubmed/fdp008] [Citation(s) in RCA: 63] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
BACKGROUND Smoking is a main contributor to health inequalities. Identifying strategies to find and support smokers from disadvantaged groups is, therefore, of key importance. METHODS A systematic review was carried out of studies identifying and supporting smokers from disadvantaged groups for smoking cessation, and providing and improving their access to smoking-cessation services. A wide range of electronic databases were searched and unpublished reports were identified from the national research register and key experts. RESULTS Over 7500 studies were screened and 48 were included. Some papers were of poor quality, most were observational studies and many did not report findings for disadvantaged smokers. Nevertheless, several methods of recruiting smokers, including proactively targeting patients on General Physician's registers, routine screening or other hospital appointments, were identified. Barriers to service use for disadvantaged groups were identified and providing cessation services in different settings appeared to improve access. We found preliminary evidence of the effectiveness of some interventions in increasing quitting behaviour in disadvantaged groups. CONCLUSIONS There is limited evidence on effective strategies to increase access to cessation services for disadvantaged smokers. While many studies collected socioeconomic data, very few analysed its contribution to the results. However, some potentially promising interventions were identified which merit further research.
Collapse
Affiliation(s)
- Rachael L Murray
- Division of Epidemiology and Public Health, UK Centre for Tobacco Control Studies, University of Nottingham, Clinical Sciences Building, Nottingham City Hospital, Nottingham, UK.
| | | | | | | |
Collapse
|
29
|
Does church participation facilitate tobacco control? A report on Korean immigrants. J Immigr Minor Health 2009; 12:187-97. [PMID: 19205883 PMCID: PMC2839528 DOI: 10.1007/s10903-009-9228-9] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2008] [Accepted: 01/20/2009] [Indexed: 11/24/2022]
Abstract
Background This study explores hypotheses linking church attendance to smoking prevalence, cessation, exposure to environmental tobacco smoke (ETS), and household smoking bans among Korean immigrants in California. Methods Data were drawn from telephone interviews with Korean adults (N = 2085) based on a probability sample during 2005–2006 in which 86% of those contacted completed interviews. Results Koreans who reported that they had attended church were less likely to be current smokers and to be exposed to ETS, and more likely to have quit smoking and to have a complete smoking ban than non-attenders after statistical controls for behavioral covariates. Discussion Whether or not participants reported attending church was associated with increased tobacco control practices. Public health interventions may profit by seeking to expand cooperation with religious congregations to facilitate efforts to promote healthy lifestyles among immigrant populations beyond the influences of church attendance.
Collapse
|
30
|
Abstract
BACKGROUND The workplace has potential as a setting through which large groups of people can be reached to encourage smoking cessation. OBJECTIVES To categorize workplace interventions for smoking cessation tested in controlled studies and to determine the extent to which they help workers to stop smoking or to reduce tobacco consumption. SEARCH STRATEGY We searched the Cochrane Tobacco Addiction Group Specialized Register in April 2008, MEDLINE (1966 - April 2008), EMBASE (1985 - Feb 2008) and PsycINFO (to March 2008). We searched abstracts from international conferences on tobacco and the bibliographies of identified studies and reviews for additional references. SELECTION CRITERIA We selected interventions conducted in the workplace to promote smoking cessation. We included only randomized and quasi-randomized controlled trials allocating individuals, workplaces or companies to intervention or control conditions. DATA COLLECTION AND ANALYSIS Information relating to the characteristics and content of all kinds of interventions, participants, outcomes and methods of the study was abstracted by one author and checked by another. Because of heterogeneity in the design and content of the included studies, we did not attempt formal meta-analysis, and evaluated the studies using qualitative narrative synthesis. MAIN RESULTS We include 51 studies covering 53 interventions in this updated review. We found 37 studies of workplace interventions aimed at individual workers, covering group therapy, individual counselling, self-help materials, nicotine replacement therapy and social support. The results were consistent with those found in other settings. Group programmes, individual counselling and nicotine replacement therapy increased cessation rates in comparison to no treatment or minimal intervention controls. Self-help materials were less effective. We also found 16 studies testing interventions applied to the workplace as a whole. There was a lack of evidence that comprehensive programmes reduced the prevalence of smoking. Incentive schemes increased attempts to stop smoking, though there was less evidence that they increased the rate of actual quitting. AUTHORS' CONCLUSIONS 1. We found strong evidence that interventions directed towards individual smokers increase the likelihood of quitting smoking. These include individual and group counselling and pharmacological treatment to overcome nicotine addiction. All these interventions show similar effects whether offered in the workplace or elsewhere. Self-help interventions and social support are less effective. Although people taking up these interventions are more likely to stop, the absolute numbers who quit are low.2. There was limited evidence that participation in programmes can be increased by competitions and incentives organized by the employer.3. We failed to detect an effect of comprehensive programmes in reducing the prevalence of smoking.
Collapse
Affiliation(s)
- Kate Cahill
- Department of Primary Health Care, University of Oxford, Rosemary Rue Building, Old Road Campus, Oxford, UK, OX3 7LF.
| | | | | |
Collapse
|
31
|
Johnson L, Denham SA. Structuring successful interventions in employee health programs. ACTA ACUST UNITED AC 2008; 56:231-40. [PMID: 18604919 DOI: 10.3928/08910162-20080601-04] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
This literature review explored common characteristics of successful health promotion interventions that have produced positive outcomes for the diverse populations studied. Health education interventions delivered in structured environments with quarterly monitoring produced the most positive outcomes. Interventions delivered to employees in a "team" format were as successful as interventions delivered one on one. Single disease- or health behavior-focused interventions were more successful than multifocused interventions. Review findings indicate that academic or consultant researchers may lend expertise to research methods and informed consent as employers create health promotion programs they wish to evaluate. Employers may find benefits in conducting health-related studies developed through partnerships or collaborations with academic researchers.
Collapse
Affiliation(s)
- Lucy Johnson
- School of Nursing, Ohio University, Athens, OH, USA
| | | |
Collapse
|
32
|
Associations between psychological demands, decision latitude, and job strain with smoking in female hotel room cleaners in Las Vegas. Int J Behav Med 2008; 15:34-43. [PMID: 18444019 DOI: 10.1007/bf03003072] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Abstract
BACKGROUND Little is known of the impact of the work environment on smoking among women holding low-paid jobs in the service sector. PURPOSE To study the associations between the components of the demand-control model with smoking in hotel room cleaners. METHODS We conducted a survey on work and health among 776 female hotel room cleaners in Las Vegas. Associations between psychosocial work characteristics and smoking were analyzed with multivariate regression analyses. RESULTS Psychosocial work characteristics were associated with smoking after adjustment for covariates. Effect estimates were substantially reduced by additional adjustment for ethnicity, but remained significant for high psychological demands and smoking prevalence (OR = 1.97, p = 0.02), high job strain and smoking prevalence (OR = 1.87, p = 0.04), and high job strain and smoking intensity (coefficient = 3.52, p = 0.03). When analyses were restricted to Hispanic workers and further adjusted for place of birth, low decision latitude (coefficient = 3.94, p = 0.04) and high job strain (coefficient = 4.57, p = 003) were associated with smoking intensity but not with smoking status. CONCLUSION Workplace smoking cessation programs may benefit from a primary prevention component reducing job strain among service workers. More research is needed on perceived and objective differences in psychosocial work characteristics across ethnic, immigrant, and other social groups within the same occupation.
Collapse
|
33
|
Barbeau EM, Delaurier G, Kelder G, McLellan D, Sorensen G, Balbach ED, Levenstein C. A decade of work on organized labor and tobacco control: reflections on research and coalition building in the United States. J Public Health Policy 2007; 28:118-35. [PMID: 17363942 DOI: 10.1057/palgrave.jphp.3200118] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Labor unions can and should make strong allies in tobacco control efforts. Through much of the 1980s and 1990s, however, the organized labor and tobacco control communities rarely formed coalitions to achieve mutual gains. Recently, labor unions and tobacco control organizations have begun to work together on smoking cessation programs, smoke-free worksite policies, and increased insurance coverage for cessation treatments. This paper explores the historic and present-day intersections among organized labor and tobacco control advocates. We summarize research in this area and report on our recent programmatic efforts to promote collaboration between the labor and tobacco control communities. We discuss lessons learned with the aims of promoting deeper understanding among tobacco control and labor advocates of how each views tobacco control issues, and most importantly, stimulating further collaboration toward mutual gains in protecting workers' health.
Collapse
Affiliation(s)
- Elizabeth M Barbeau
- Center for Community-Based Research, Dana-Farber Cancer Institute, Boston, MA 02115, USA.
| | | | | | | | | | | | | |
Collapse
|