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1.
JAMA Netw Open ; 7(5): e2413869, 2024 May 01.
Article in English | MEDLINE | ID: mdl-38814643

ABSTRACT

Importance: Cigarette smoking is a primary risk factor for chronic lower respiratory disease (CLRD) and is associated with worse symptoms among people with CLRD. It is important to evaluate the economic outcomes of smoking in this population. Objective: To estimate smoking prevalence and cigarette smoking-attributable health care expenditures (SAHEs) for adults with CLRD in the US. Design, Setting, and Participants: This cross-sectional study used data from the 2014-2018 and 2020 National Health Interview Surveys (NHIS) and the 2020 Medical Expenditure Panel Survey. The final study population, stratified by age 35 to 64 years and 65 years or older, was extracted from the 2014-2018 NHIS data. The data analysis was performed between February 1 and March 31, 2024. Exposures: Cigarette smoking, as classified into 4 categories: current smokers, former smokers who quit less than 15 years ago, former smokers who quit 15 or more years ago, and never smokers. Main Outcomes and Measures: Smoking-attributable health care expenditures were assessed using a prevalence-based annual cost approach. Econometric models for the association between cigarette smoking and health care utilization were estimated for 4 types of health care services: inpatient care, emergency department visits, physician visits, and home health visits. Results: In the 2014-2018 NHIS study sample of 13 017 adults, 7400 (weighted 62.4%) were aged 35 to 64 years, 5617 (weighted 37.6%) were 65 years or older, and 8239 (weighted 61.9%) were female. In 2020, among 11 211 222 adults aged 35 to 64 with CLRD, 3 508 504 (31.3%) were current smokers and 3 496 790 (31.2%) were former smokers. Total SAHEs in 2020 for this age group were $13.6 billion, averaging $2752 per current smoker and $1083 per former smoker. In 2020, 7 561 909 adults aged 65 years or older had CLRD, with 1 451 033 (19.2%) being current smokers and 4 104 904 (54.3%) being former smokers. Total SAHEs in 2020 for the older age group were $5.3 billion, averaging $1704 per current smoker and $682 per former smoker. In sum, SAHEs for adults with CLRD aged 35 years or older amounted to $18.9 billion in 2020. Conclusions and Relevance: In this cross-sectional study of adults with CLRD, cigarette smoking was associated with a substantial health care burden. The higher per-person SAHEs for current smokers compared with former smokers suggest potential cost savings of developing targeted smoking cessation interventions for this population.


Subject(s)
Health Expenditures , Humans , Middle Aged , Male , Female , Adult , Health Expenditures/statistics & numerical data , Cross-Sectional Studies , United States/epidemiology , Aged , Prevalence , Cigarette Smoking/epidemiology , Cigarette Smoking/economics , Cigarette Smoking/adverse effects , Chronic Disease/economics , Chronic Disease/epidemiology
2.
Prev Med Rep ; 41: 102712, 2024 May.
Article in English | MEDLINE | ID: mdl-38586468

ABSTRACT

Tobacco use adversely affects long-term respiratory health. We examined the relationship between sole and dual tobacco product use and both respiratory health and respiratory-related quality of life during adolescence in the U.S. Using adolescent data (baseline age 12-17) from Waves 4.5 (data collected from December 2017-December 2018) and 5 (data collected from December 2018-November 2019) of the Population Assessment of Tobacco and Health Study, we examined the associations between combustible (i.e., cigarette or cigar), vaped, and dual (i.e., both cigar/cigarette and e-cigarette) tobacco/nicotine use at baseline and two respiratory symptoms (all adolescents, n = 11,748) and new asthma diagnosis (adolescents with no baseline diagnosis, n = 9,422) at follow-up. Among adolescents with asthma (Wave 5, n = 2,421), we estimated the association between current tobacco use and the extent to which asthma interfered with daily activities. At follow-up, 12.3 % of adolescents reported past 12-month wheezing/whistling, 17.4 % reported past 12-month dry cough, and 1.9 % reported newly diagnosed asthma. Baseline current cigarette/cigar smoking was associated with subsequent wheezing/whistling and baseline report of another tobacco product use pattern was associated with subsequent asthma diagnosis. Among adolescents with asthma, 5.7 % reported it interfering with activities some of the time and 3.1 % reported interference most/all of the time in the past 30 days. Past 30-day sole cigarette/cigar smoking and dual use was positively associated with asthma-related interference with activities compared to never tobacco use and sole e-cigarette use. Combustible and dual tobacco use pose direct risk to respiratory health and indirect risk to quality of life through respiratory health.

3.
J Am Heart Assoc ; 13(4): e032463, 2024 Feb 20.
Article in English | MEDLINE | ID: mdl-38362889

ABSTRACT

BACKGROUND: Prior research suggests clinical effects of glucagon-like peptide-1 receptor agonists (GLP-1RAs) and sodium-glucose cotransporter-2 inhibitors (SGLT2is) are mediated by changes in glycated hemoglobin, body weight, systolic blood pressure, hematocrit, and urine albumin-creatinine ratio. We aimed to confirm these findings using a meta-analytic approach. METHODS AND RESULTS: We updated a systematic review of 9 GLP-1RA and 13 SGLT2i trials and summarized longitudinal mediator data. We obtained hazard ratios (HRs) for cardiovascular, renal, and mortality outcomes. We performed linear mixed-effects modeling of LogHRs versus changes in potential mediators and investigated differences in meta-regression associations among drug classes using interaction terms. HRs generally became more protective with greater glycated hemoglobin reduction among GLP-1RA trials, with average HR improvements of 20% to 30%, reaching statistical significance for major adverse cardiovascular events (ΔHR, 23%; P=0.02). Among SGLT2i trials, associations with HRs were not significant and differed from GLP1-RA trials for major adverse cardiovascular events (Pinteraction=0.04). HRs for major adverse cardiovascular events, myocardial infarction, and stroke became less efficacious (ΔHR, -15% to -34%), with more weight loss for SGLT2i but not for GLP-1RA trials (ΔHR, 4%-7%; Pinteraction<0.05). Among 5 SGLT2i trials with available data, HRs for stroke became less efficacious with larger increases in hematocrit (ΔHR, 123%; P=0.09). No changes in HRs by systolic blood pressure (ΔHR, -11% to 9%) and urine albumin-creatinine ratio (ΔHR, -1% to 4%) were found for any outcome. CONCLUSIONS: We confirmed increased efficacy findings for major adverse cardiovascular events with reduction in glycated hemoglobin for GLP1-RAs. Further research is needed on the potential loss of cardiovascular benefits with increased weight loss and hematocrit for SGLT2i.


Subject(s)
Cardiovascular Diseases , Diabetes Mellitus, Type 2 , Sodium-Glucose Transporter 2 Inhibitors , Stroke , Humans , Albumins/therapeutic use , Cardiovascular Diseases/drug therapy , Creatinine , Diabetes Mellitus, Type 2/complications , Diabetes Mellitus, Type 2/drug therapy , Glucagon-Like Peptide-1 Receptor/agonists , Glycated Hemoglobin , Hypoglycemic Agents/adverse effects , Proportional Hazards Models , Sodium-Glucose Transporter 2 Inhibitors/adverse effects , Stroke/drug therapy , Weight Loss
4.
Prev Med Rep ; 36: 102425, 2023 Dec.
Article in English | MEDLINE | ID: mdl-37810268

ABSTRACT

This observational study examines the association of current e-cigarette use and dual use of e-cigarettes and cigarettes (dual use) with psychological distress among U.S. adults. We differentiate dual use based on the smoking frequency and compare the relationship between dual use and psychological distress to that of exclusive cigarette smoking with the same smoking frequency. Using data from the 2015-2018 National Health Interview Surveys, we analyzed adults aged 18+ (N = 55,780) who currently use e-cigarettes or/and cigarettes and have no history of using other tobacco products, and adults who never used any tobacco. Multinomial logistic regression models estimate the association of current e-cigarette use and dual use with psychological distress severity (no/mild, moderate, and severe).In the sample, 15.3% and 2.9% of adults experienced moderate and severe psychological distress. Compared to never tobacco users, current exclusive e-cigarette users and dual users who smoke daily had higher odds of moderate and severe psychological distress. Dual users who smoke nondaily had higher odds of moderate, but not severe psychological distress than never tobacco users. Compared to exclusive daily smokers, dual users with daily smoking had higher odds of moderate and severe psychological distress. Compared to exclusive nondaily smokers, dual users with nondaily smoking had higher odds of moderate but not severe psychological distress. Our findings suggest that exclusive e-cigarette use is associated with psychological distress severity. Dual use is associated with higher odds of psychological distress severity compared to never tobacco users and exclusive cigarette smoking, and this association differs by smoking frequency.

5.
Diabetes Care ; 46(6): 1300-1310, 2023 06 01.
Article in English | MEDLINE | ID: mdl-37220263

ABSTRACT

BACKGROUND: Eligibility for glucagon-like peptide 1 receptor agonists (GLP-1RA) and sodium-glucose cotransporter 2 inhibitors (SGLT2i) has been expanded to patients with diabetes at lower cardiovascular risk, but whether treatment benefits differ by risk levels is not clear. PURPOSE: To investigate whether patients with varying risks differ in cardiovascular and renal benefits from GLP-1RA and SGLT2i with use of meta-analysis and meta-regression. DATA SOURCES: We performed a systematic review using PubMed through 7 November 2022. STUDY SELECTION: We included reports of GLP-1RA and SGLT2i confirmatory randomized trials in adult patients with safety or efficacy end point data. DATA EXTRACTION: Hazard ratio (HR) and event rate data were extracted for mortality, cardiovascular, and renal outcomes. DATA SYNTHESIS: We analyzed 9 GLP-1RA and 13 SGLT2i trials comprising 154,649 patients. Summary HRs were significant for cardiovascular mortality (GLP-1RA 0.87 and SGLT2i 0.86), major adverse cardiovascular events (0.87 and 0.88), heart failure (0.89 and 0.70), and renal (0.84 and 0.65) outcomes. For stroke, efficacy was significant for GLP-1RA (0.84) but not for SGLT2i (0.92). Associations between control arm cardiovascular mortality rates and HRs were nonsignificant. Five-year absolute risk reductions (0.80-4.25%) increased to 11.6% for heart failure in SGLT2i trials in patients with high risk (Pslope < 0.001). For GLP1-RAs, associations were nonsignificant. LIMITATIONS: Analyses were limited by lack of patient-level data, consistency in end point definitions, and variation in cardiovascular mortality rates for GLP-1RA trials. CONCLUSIONS: Relative effects of novel diabetes drugs are preserved across baseline cardiovascular risk, whereas absolute benefits increase at higher risks, particularly regarding heart failure. Our findings suggest a need for baseline risk assessment tools to identify variation in absolute treatment benefits and improve decision-making.


Subject(s)
Cardiovascular Diseases , Cardiovascular System , Diabetes Mellitus , Heart Failure , Adult , Humans , Risk Factors , Hypoglycemic Agents , Heart Disease Risk Factors
6.
Tob Control ; 32(e2): e212-e219, 2023 08.
Article in English | MEDLINE | ID: mdl-35279644

ABSTRACT

INTRODUCTION: Previous research quantifying the relationship between tobacco use and food insecurity has focused on cigarette smoking. E-cigarette use has become popular in recent years. Drawing on large, population-based survey data, this study augments the previous research, considering the association of e-cigarette use with food insecurity among low-income adults. METHODS: We analysed data from the California Health Interview Survey in 2014-2019. The study sample consisted of 25 948 respondents aged 18-64 who lived in low-income (<200% of the Federal Poverty Level) households. Multivariable logistic regression models were estimated to examine the associations of e-cigarette use as well as dual use of e-cigarettes and cigarettes with food insecurity. RESULTS: Of California low-income adults, 6.4% identified as current e-cigarette users (3.0% dual users of e-cigarettes and cigarettes, and 3.4% sole e-cigarette users) and 43.0% reported food insecurity. After controlling for confounding factors, food insecurity was significantly more likely to be reported among current e-cigarette users (adjusted OR (AOR)=1.67; 95% CI 1.25 to 2.23) compared with never e-cigarette users, and among dual users (AOR=2.21; 95% CI 1.63 to 3.00), current sole e-cigarette users (AOR=1.66; 95% CI 1.15 to 2.40), and current sole cigarette smokers (AOR=1.46; 95% CI 1.22 to 1.76) compared with never tobacco users. The odds of food insecurity among dual users were significantly greater than sole cigarette smokers but not statistically different from sole e-cigarette users. CONCLUSIONS: Using e-cigarette is an associated risk factor for food insecurity among low-income adults. Dual use of e-cigarettes and cigarettes has a significantly greater risk of food insecurity compared with smoking cigarettes alone.


Subject(s)
Electronic Nicotine Delivery Systems , Tobacco Products , Vaping , Adult , Humans , Vaping/epidemiology , Smokers , Poverty
7.
Tob Control ; 32(6): 723-728, 2023 11.
Article in English | MEDLINE | ID: mdl-35606163

ABSTRACT

AIMS: This study estimated annual healthcare expenditures attributable to current e-cigarette use among US adults, including current exclusive and dual/poly e-cigarette use. METHODS: Analysing the 2015-2018 National Health Interview Survey data, we estimated the impacts of e-cigarette use on healthcare utilisation among adults aged 18+ years. Healthcare utilisation outcomes were hospital nights, emergency room (ER) visits, doctor visits and home visits. Current e-cigarette use was categorised as exclusive and dual/poly e-cigarette use. The econometric model included two equations: health status as a function of e-cigarette use and other independent variables, and healthcare utilisation as a function of health status, e-cigarette use, and other independent variables. Using an 'excess utilisation' approach, we multiplied the e-cigarette-attributable fraction derived from the model by annual health expenditures to calculate healthcare expenditures attributable to current exclusive and dual/poly e-cigarette use, the sum of which were expenditures attributable to all current e-cigarette use. RESULTS: Current exclusive and dual/poly e-cigarette use, with 0.2% and 3.5% prevalence in 2015-2018, were associated with higher odds of reporting poor health status than never tobacco users. Poor health status was associated with higher odds of using the four healthcare services and a greater number of ER and doctor visits. Annual healthcare expenditures attributable to all current e-cigarette use was $15.1 billion ($2024 per user) in 2018, including $1.3 billion attributable to exclusive e-cigarette use ($1796 per user) and $13.8 billion attributable to dual/poly e-cigarette use ($2050 per user). CONCLUSION: Adult current e-cigarette use was associated with substantial excess healthcare utilisation and expenditures.


Subject(s)
Electronic Nicotine Delivery Systems , Vaping , Adult , Humans , United States/epidemiology , Health Expenditures , Vaping/epidemiology , Patient Acceptance of Health Care , Surveys and Questionnaires
8.
Nicotine Tob Res ; 25(5): 928-936, 2023 04 06.
Article in English | MEDLINE | ID: mdl-36574502

ABSTRACT

INTRODUCTION: Cigarette gifting is commonly practiced in China and has contributed to the social acceptability and high prevalence of cigarette smoking in the country. As a result, nonsmokers in China are particularly susceptible to smoking. While previous studies have examined cigarette gifting behaviors among smokers, little is known about cigarette gifting among nonsmokers. AIMS AND METHODS: This study aimed to examine the percentage and correlates of giving and receiving cigarettes as gifts among adult nonsmokers in China. We analyzed nonsmokers (N = 1813) aged ≥18 years using data from the International Tobacco Control China Wave 5 Survey. Descriptive statistics summarized the characteristics of those who gave and received cigarettes as gifts. Multivariable logistic regression models were used to identify factors associated with the two behaviors. RESULTS: Among nonsmokers, 9.9% reported giving cigarettes as gifts to family or friends in the last 6 months. A higher level of knowledge about smoking harms was associated with lower adjusted odds of gifting cigarettes. Nonsmokers aged 25-39 years, with middle income, positive attitude toward cigarette gifts, exposure to anti-smoking information, and exposure to smoking promotion, and those who reported receiving cigarettes as gifts from family or friends were more likely to give cigarettes as gifts. A total of 6.6% of nonsmokers reported receiving cigarettes as gifts in the last 6 months. High education, neutral or positive attitude toward cigarette gifts, exposure to anti-smoking information, exposure to smoking promotion, and having smoking friends were associated with receiving cigarettes as gifts. CONCLUSIONS: It is concerning that Chinese cultural norms that support cigarette gifting have extended to giving nonsmokers cigarettes as gifts. Effective anti-smoking messages are needed. Changing the norms around cigarette gifting and increasing knowledge about smoking harms should help reduce cigarette gifting among nonsmokers. IMPLICATIONS: Easy access to cigarettes received as gifts, along with the wide acceptance of smoking in China, places Chinese nonsmokers in a risky position. More educational campaigns targeting nonsmokers to proactively prevent them from smoking are called for. The ineffectiveness of existing anti-smoking information highlights the need for more effective anti-smoking messages. That attitude toward cigarette gifts is the strongest predictor of giving cigarettes as gifts suggests the need for interventions to reverse the positive attitude about cigarette gifting to decrease the popularity of this activity.


Subject(s)
Tobacco Control , Tobacco Products , Adult , Humans , Adolescent , Non-Smokers , Surveys and Questionnaires , China/epidemiology
9.
BMC Public Health ; 22(1): 2076, 2022 11 14.
Article in English | MEDLINE | ID: mdl-36376812

ABSTRACT

BACKGROUND: Formerly chronically homeless adults who live in permanent supportive housing (PSH) have high prevalence of smoking. It is uncommon to find smoke-free policies in PSH because of the concern that such policies contradict PSH's harm reduction framework and could increase homelessness should residents lose their housing because of the policy. However, in the absence of such policies, non-smoking PSH residents face the harmful effects of secondhand smoke exposure while residents who smoke see increased risks from high rates of smoking throughout their residence. Our pilot work highlighted the feasibility and acceptability of an intervention designed to promote voluntary adoption of a smoke-free home. Here we report a protocol for a cluster randomized controlled trial of the smoke-free home intervention for formerly chronically homeless residents in PSH. METHODS: The smoke-free home intervention provides face-to-face counseling and instruction to PSH residents on how to adopt a smoke-free home and offers training for PSH staff on how to refer residents to tobacco cessation services. We will randomize 20 PSH sites in the San Francisco Bay Area to either the intervention or wait-list control arms. We will enroll 400 PSH residents who smoke cigarettes in their housing unit and 120 PSH staff who work at the sites. At baseline, three- and six-months follow-up, we will ask residents to report their tobacco use and cessation behaviors and adoption of smoke-free homes. We will ask staff to answer questions on their knowledge, attitudes, practices, and barriers related to supporting residents' smoking cessation. The primary outcome for PSH residents is adoption of smoke-free homes for 90 days or more at six-months follow-up, and the secondary outcome is point prevalence tobacco abstinence. The primary outcome for PSH staff is change in Smoking Knowledge Attitudes Practices survey score. DISCUSSION: Voluntary adoption of smoke-free homes is a promising approach for reducing exposure to secondhand smoke and reducing tobacco use among a population facing high rates of tobacco-related disease, and is aligned with PSH's harm reduction framework. Findings from this study have the potential to inform adoption of tobacco control policies among vulnerable populations most at risk for smoking-related harms. TRIAL REGISTRATION: This study was registered with the U.S. National Institute of Health Clinical Trials register on April 22, 2021: NCT04855357.


Subject(s)
Ill-Housed Persons , Smoke-Free Policy , Smoking Cessation , Tobacco Smoke Pollution , Adult , Humans , Tobacco Smoke Pollution/prevention & control , Housing , Randomized Controlled Trials as Topic
10.
J Adolesc Health ; 71(2): 226-232, 2022 08.
Article in English | MEDLINE | ID: mdl-35550331

ABSTRACT

PURPOSE: Describe racial/ethnic patterns of flavored tobacco use to illuminate equity implications of flavored tobacco policies. METHODS: Using data on US young adults (ages 18-34; n = 8,114) in the Population Assessment of Tobacco and Health Study Wave 5 (2018-2019) and survey-weighted logistic regression, we estimated any flavors (regular brand) and mint/menthol (vs. other flavors) use by race/ethnicity among cigarette, e-cigarette, cigar, blunt, hookah, smokeless tobacco, and any tobacco product users. RESULTS: Any flavored tobacco use was common and was significantly higher for Black (75.1%; OR: 1.4; 95% CI: 1.2, 1.7) and Hispanic/Latinx (77.2%; OR: 1.4; 95% CI: 1.1, 1.7) users than White users (73.5%). The most pronounced difference across products was in menthol cigarette use between Black and White smokers (OR: 4.5; 95% CI: 3.5, 5.9). Among flavored product users, mint/menthol use was significantly higher for Latinx blunt and hookah users. DISCUSSION: Racial/ethnic disparities in flavored tobacco use include and extend beyond menthol cigarettes. Comprehensive flavored tobacco restrictions that include mint/menthol and non-cigarette products will likely have more equitable impact.


Subject(s)
Electronic Nicotine Delivery Systems , Tobacco Products , Tobacco Use Disorder , Adolescent , Adult , Ethnicity , Flavoring Agents , Humans , Menthol , Nicotiana , Tobacco Use/epidemiology , Tobacco Use Disorder/epidemiology , Young Adult
11.
Prev Med Rep ; 27: 101763, 2022 Jun.
Article in English | MEDLINE | ID: mdl-35321216

ABSTRACT

Cigarette gifting is pervasive in China. As the Chinese are increasingly aware of harm from smoking cigarettes, e-cigarettes, often promoted as less harmful alternatives to cigarettes, may be viewed as appropriate gifts. This study is the first using population-based survey data to examine receiving and giving e-cigarettes as gifts in China. We analyzed 9,274 adults from Wave 5 of the International Tobacco Control China Survey, which was completed in July 2015. We found that the prevalence of receiving e-cigarettes as gifts was 1.3% among all respondents and 5.3% among urban smokers; the prevalence of giving e-cigarettes as gifts was 0.5% among all respondents and 1.2% among urban smokers. These prevalence estimates were very low among nonsmokers and rural respondents. Further analysis on urban smokers (N = 3,312) found that those aged 40-54 and 55+, those with high education levels, heavy smokers, and those who perceived e-cigarettes as equally/more harmful than cigarettes were more likely to receive e-cigarette gifts; and those who ever used e-cigarettes were significantly more likely to both receive and give e-cigarette gifts. Urban smokers with positive attitude about cigarette gifting were also more likely to give e-cigarette gifts to others, but those aged 55+ were less likely to gift e-cigarettes. Findings of this study indicate that the Chinese may perceive e-cigarettes as appropriate gifts for smokers, especially heavy smokers. Precautions should be taken to prevent e-cigarettes from becoming a gift choice for nonsmokers. Health campaigns designed to combat the social acceptance of cigarette gifting may also help reduce e-cigarette gifting.

12.
Tob Induc Dis ; 20: 09, 2022.
Article in English | MEDLINE | ID: mdl-35125992

ABSTRACT

INTRODUCTION: Electronic cigarettes are increasingly popular worldwide, especially among youth. There is growing evidence of the negative health consequences of vaping. Our objective was to assess university students' knowledge and attitudes regarding electronic cigarettes (e-cigarettes), their use, as well as the associated influencing factors for their use. METHODS: The study involved an online cross-sectional survey conducted between November 2019 and March 2020 in a university in Hangzhou, China. A total of 563 students completed the questionnaire. Descriptive statistics were used to assess characteristics, knowledge, and attitudes; t-tests, χ2-tests and logistic regression models were used to identify factors associated with ever e-cigarette use. RESULTS: In all, 59.9% of respondents were female and the average age was 20.38 years (SD=1.32). Only 42.6% of the respondents thought that e-cigarettes contain nicotine, 31.1% thought e-cigarettes are tobacco products, and 8.2% of the students reported being ever e-cigarettes users. In regard to attitude, the average score of the students in the Safety dimension was 3.34 (SD=0.64), followed by the Restriction dimension (Mean=2.66, SD=0.83). Correlates of ever use included regions, friends' and roommates' ever e-cigarette use, and higher attitude score in the Supervision dimension. CONCLUSIONS: The university students' level of knowledge regarding e-cigarettes was not high, and their attitudes regarding e-cigarettes were not that supportive. Students' ever use of e-cigarettes at a university in Hangzhou was higher than for university students in other cities in China, but lower than for those in foreign countries.

13.
Diabetes Care ; 45(4): 975-982, 2022 04 01.
Article in English | MEDLINE | ID: mdl-35168253

ABSTRACT

OBJECTIVE: To assess lifetime cardiovascular disease (CVD) risk by coronary artery calcium (CAC) score in individuals with diabetes from the Multi-Ethnic Study of Atherosclerosis (MESA) and compare risk with that in individuals without diabetes. RESEARCH DESIGN AND METHODS: We developed a microsimulation model with well, diabetes, post-CVD, and death health states using multivariable time-dependent Cox regression with age as time scale. We initially used 10-year follow-up data of 6,769 MESA participants, including coronary heart disease (CHD) (n = 272), heart failure (n = 201), stroke (n = 186), and competing death (n = 619) and assessed predictive validity at 15 years. We externally validated the model in matched National Health and Nutrition Examination Survey (NHANES) participants. Subsequently, we predicted CVD risk until age 100 years by diabetes, 10-year pooled cohort equations risk, and CAC score category (0, 1-100, or 100+). RESULTS: The model showed good calibration and discriminative performance at 15 years, with discrimination indices 0.71-0.78 across outcomes. In the NHANES cohort, predicted 15-year mortality risk corresponded well with Kaplan-Meier risk, especially for those with diabetes: 29.6% (95% CI 24.9-34.8) vs. 32.4% (95% CI 27.2-37.2), respectively. Diabetes increased lifetime CVD risk, similar to shifting one CAC category upward (from 0 to 1-100 or from 1-100 to 100+). Patients with diabetes and CAC score of 0 had a lifetime CVD risk that overlapped with that of individuals without diabetes who were at low 10-year pooled cohort equations risk (<7.5%). CONCLUSIONS: Patients with diabetes carry a spectrum of CVD risk. CAC scoring may improve decisions for preventive interventions for patients with diabetes by better delineating lifetime CVD risk.


Subject(s)
Atherosclerosis , Cardiovascular Diseases , Coronary Artery Disease , Diabetes Mellitus , Vascular Calcification , Aged, 80 and over , Atherosclerosis/diagnosis , Calcium , Cardiovascular Diseases/diagnosis , Coronary Artery Disease/diagnosis , Coronary Artery Disease/epidemiology , Coronary Vessels , Diabetes Mellitus/epidemiology , Humans , Nutrition Surveys , Prospective Studies , Risk Assessment , Risk Factors , United States/epidemiology , Vascular Calcification/diagnosis
14.
J Homosex ; 69(10): 1760-1776, 2022 Aug 24.
Article in English | MEDLINE | ID: mdl-34185623

ABSTRACT

The lesbian, gay, and bisexual (LGB) community is known to smoke at greater rates than the general population, but there has been no study estimating the impact of cigarette smoking on healthcare utilization and costs in the LGB population. Using data from the 2005-2014 California Health Interview Surveys, we determine smoking-attributable healthcare utilization and costs among California's LGB-identified community. Our findings indicate that lesbian/bisexual women who smoke incur excess doctor visits and emergency room visits compared to their never smoking counterparts. No statistically significant differences were found for gay/bisexual men. Annual smoking-attributable costs were $58.3 million for the California LGB community (2019 dollars).


Subject(s)
Bisexuality , Sexual and Gender Minorities , California/epidemiology , Emergency Service, Hospital , Female , Humans , Male , Smoking
15.
Subst Use Misuse ; 57(2): 193-201, 2022.
Article in English | MEDLINE | ID: mdl-34753379

ABSTRACT

BACKGROUND: In November 2016, California voters passed the Adult Use of Marijuana Act making recreational cannabis sales legal to adults aged 21and older starting January 1st, 2018. This study aims to understand the relationship of cannabis use and cigarette smoking with serious psychological distress (SPD) in California in light of the legalization of recreational cannabis sales. METHODS: This cross-sectional study included 42,313 adult participants from the 2017 to 2018 California Health Interview Surveys. We used the Kessler-6 (K6) scale to measure psychological distress in the past 30 days. Multiple logistic regression models were used to examine the association between cannabis/cigarette use and SPD. RESULTS: Cannabis use was positively associated with SPD (AOR = 2.48, 95% CI = 1.57, 3.91), but this association was not significantly different before and after recreational cannabis sales legalization in California (AOR = 0.82, 95% CI = 0.72, 2.05). Cigarette smoking was also positively associated with SPD (AOR = 2.76, 95% CI = 2.05, 3.71). Compared to those who used neither cannabis nor cigarettes, sole cannabis users (AOR = 2.51, 95% CI = 1.75, 3.60), sole cigarette smokers (AOR = 3.23, 95% CI = 2.28, 4.60), and dual users of cannabis and cigarettes (AOR = 5.65, 95% CI = 4.04, 7.89) were more likely to report SPD. Dual users were also more likely to report SPD than sole cannabis users (AOR = 2.25; 95% CI = 1.48, 3.43) and sole cigarette smokers (AOR = 1.75; 95% CI = 1.18, 2.59). CONCLUSIONS: These findings provide evidence for the need to develop effective cessation intervention strategies targeting individuals with SPD to reduce their cannabis use and dual-use of cannabis and cigarettes.


Subject(s)
Cannabis , Cigarette Smoking , Marijuana Smoking , Psychological Distress , Adult , California/epidemiology , Cigarette Smoking/epidemiology , Cigarette Smoking/prevention & control , Cigarette Smoking/psychology , Cross-Sectional Studies , Electronic Nicotine Delivery Systems , Humans , Marijuana Smoking/epidemiology , Marijuana Smoking/prevention & control , Marijuana Smoking/psychology
16.
Tob Control ; 2022 Dec 07.
Article in English | MEDLINE | ID: mdl-36601780

ABSTRACT

AIMS: To examine the relationship between changes in electronic cigarette (e-cigarette) use and subsequent cigarette smoking cessation. METHODS: Using data from the Population Assessment of Tobacco and Health Study (wave 1-wave 4), we analysed a study cohort of 3014 current adult cigarette smokers at wave 1 who tried to quit during the past 12 months. We categorised changes in e-cigarette use from wave 1 to wave 2 as: daily initiation, non-daily initiation, increase to daily use, increase to non-daily use, stable daily use, stable non-daily use, decrease from daily use, quit non-daily use and non-use. We estimated multivariable logistic regressions on short-term (≥1 month and <12 months) cigarette smoking cessation at wave 3 and long-term (≥12 months) cigarette smoking cessation at wave 4. We conducted sensitivity analyses using alternative study cohorts. RESULTS: Among the study cohort, 2.4% initiated daily, 7.5% initiated non-daily, 1.0% increased to daily, 1.4% increased to non-daily, 1.5% maintained daily, 3.0% maintained non-daily, 2.4% decreased from daily and 3.8% quit non-daily e-cigarette use between waves 1 and 2; 7.9% and 6.9% reported short-term and long-term cigarette smoking cessation. 15.1% of short-term and 16.3% of long-term cigarette quitters used e-cigarettes. Compared with non-users, smokers who initiated daily, increased to daily or quit non-daily e-cigarette use between waves 1 and 2 had higher odds of short-term cigarette smoking cessation at wave 3. These results are robust to different study cohort specifications. CONCLUSION: The findings suggest a complex relationship between changes in e-cigarette use and subsequent cigarette smoking cessation.

17.
JAMA Netw Open ; 4(8): e2121115, 2021 08 02.
Article in English | MEDLINE | ID: mdl-34406402

ABSTRACT

Importance: Surgical complications increase hospital costs by approximately $20 000 per admission and extend hospital stays by 9.7 days. Improving surgical care quality and reducing costs is needed for patients undergoing surgery, health care professionals, hospitals, and payers. Objective: To evaluate the association of the Hospital-Acquired Conditions Present on Admission (HAC-POA) program, a mandated national pay-for-performance program by the Centers for Medicare & Medicaid Services, with surgical care quality and costs. Design, Setting, and Participants: A cross-sectional study of Medicare inpatient surgical care stays from October 2004 through September 2017 in the US was conducted. The National Inpatient Sample and a propensity score-weighted difference-in-differences analysis of hospital stays with associated primary surgical procedures was used to compare changes in outcomes for the intervention and control procedures before and after HAC-POA program implementation. The sample consisted of 1 317 262 inpatient surgical episodes representing 1 198 665 stays for targeted procedures and 118 597 stays for nontargeted procedures. Analyses were performed between November 1, 2020, and May 7, 2021. Exposures: Implementation of the HAC-POA program for the intervention procedures included in this study (fiscal year 2009). Main Outcomes and Measures: Incidence of surgical site infections and deep vein thrombosis, length of stay, in-hospital mortality, and hospital costs. Analyses were adjusted for patient and hospital characteristics and indicators for procedure type, hospital, and year. Results: In our propensity score-weighted sample, the intervention procedures group comprised 1 047 351 (88.5%) individuals who were White and 742 734 (60.6%) women; mean (SD) age was 75 (6.9) years. The control procedures group included 94 715 (88.0%) individuals who were White, and 65 436 (60.6%) women; mean (SD) age was 75 (7.1) years. After HAC-POA implementation, the incidence of surgical site infections in targeted procedures decreased by 0.3 percentage points (95% CI, -0.5 to -0.1 percentage points; P = .02) compared with nontargeted procedures. The program was associated with a reduction in length of stay by 0.5 days (95% CI, -0.6 to -0.4 days; P < .001) and hospital costs by 8.1% (95% CI, -10.2% to -6.1%; P < .001). No significant changes in deep vein thrombosis incidence and mortality were noted. Conclusions and Relevance: The findings of this study suggest that the HAC-POA program is associated with small decreases in surgical site infection and length of stay and moderate decreases in hospital costs for patients enrolled in Medicare. Policy makers may consider these findings when evaluating the continuation and expansion of this program for other surgical procedures, and payers may want to consider adopting a similar policy.


Subject(s)
Health Care Costs/statistics & numerical data , Health Policy/economics , Hospitalization/economics , Medicare/economics , Reimbursement, Incentive/economics , Surgical Wound Infection/economics , Aged , Cross-Sectional Studies , Female , Hospital Mortality , Humans , Iatrogenic Disease/economics , Incidence , Length of Stay/economics , Male , Propensity Score , Surgical Wound Infection/epidemiology , United States/epidemiology
18.
Nicotine Tob Res ; 23(12): 2091-2101, 2021 11 05.
Article in English | MEDLINE | ID: mdl-34137859

ABSTRACT

INTRODUCTION: On April 1, 2017, California Proposition 56 (Prop 56) was implemented, increasing the excise tax on cigarettes by $2/pack. This study compares the association of Prop 56 with smoking prevalence and smoking intensity across racial/ethnic groups, further examining distinctions across income subgroups within each racial/ethnic group. AIMS AND METHODS: The study used pooled cross-sectional data from the 2012-2018 California Behavioral Risk Factor Surveillance System. We examined two outcomes: current smoking prevalence and smoking intensity conditional on current smoking. A two-part econometric model was used to estimate the association of Prop 56 with smoking prevalence and intensity using multiple logistic regression and multiple linear regression, respectively. The two-part model was run separately for all adults (full sample) and each racial/ethnic group. Within each racial/ethnic group, we ran stratified analyses by income subgroups. RESULTS: The results indicated that Prop 56 was negatively associated with smoking prevalence among full sample, Hispanic, White, and African American adults and negatively associated with smoking intensity among full sample and White smokers. Stratified analyses by race/ethnicity and income showed that Prop 56 was negatively associated with smoking prevalence among low-income full sample and White adults and among middle-income smokers in the full, Hispanic, White, African American, and Asian samples. Prop 56 was negatively associated with smoking intensity among middle-income Hispanic and high-income White smokers. The association between Prop 56 and smoking intensity was positive among high-income African American smokers. CONCLUSION: Prop 56 was associated with a reduction in smoking prevalence across multiple racial/ethnic groups, particularly within the low- and middle-income subgroups. IMPLICATIONS: Our findings indicate that the reduction in smoking prevalence immediately following the implementation of Prop 56 tobacco tax increase was significant across a variety racial/ethnic groups, particularly low- and middle-income subgroups. We found differential responses in smoking prevalence across income groups among Whites but not among racial/ethnic minorities. We found no evidence of any significance association between Proposition 56 and smoking intensity among minorities and economically vulnerable populations, except for middle-income Hispanics. Researchers, policy makers, and advocates should consider the additional merits of targeted, community-based, noneconomic tobacco control interventions in reaching low- and middle-income groups within racial/ethnic minorities.


Subject(s)
Ethnicity , Tobacco Products , Adult , California/epidemiology , Cross-Sectional Studies , Ethnic and Racial Minorities , Humans , Smoking , Nicotiana , United States
19.
Diabetes Care ; 44(7): 1664-1671, 2021 07.
Article in English | MEDLINE | ID: mdl-34078663

ABSTRACT

OBJECTIVE: To examine the utility of repeated computed tomography (CT) coronary artery calcium (CAC) testing, we assessed risks of detectable CAC and its cardiovascular consequences in individuals with and without type 2 diabetes ages 45-85 years. RESEARCH DESIGN AND METHODS: We included 5,836 individuals (618 with type 2 diabetes, 2,972 without baseline CAC) from the Multi-Ethnic Study of Atherosclerosis. With logistic and Cox regression we evaluated the impact of type 2 diabetes, diabetes treatment duration, and other predictors on prevalent and incident CAC. We used time-dependent Cox modeling of follow-up data (median 15.9 years) for two repeat CT exams and cardiovascular events to assess the association of CAC at follow-up CT with cardiovascular events. RESULTS: For 45 year olds with type 2 diabetes, the likelihood of CAC at baseline was 23% vs. 17% for those without. Median age at incident CAC was 52.2 vs. 62.3 years for those with and without diabetes, respectively. Each 5 years of diabetes treatment increased the odds and hazard rate of CAC by 19% (95% CI 8-33) and 22% (95% CI 6-41). Male sex, White ethnicity/race, hypertension, hypercholesterolemia, obesity, and low serum creatinine also increased CAC. CAC at follow-up CT independently increased coronary heart disease rates. CONCLUSIONS: We estimated cumulative CAC incidence to age 85 years. Patients with type 2 diabetes develop CAC at a younger age than those without diabetes. Because incident CAC is associated with increased coronary heart disease risk, the value of periodic CAC-based risk assessment in type 2 diabetes should be evaluated.


Subject(s)
Atherosclerosis , Coronary Artery Disease , Diabetes Mellitus, Type 2 , Vascular Calcification , Aged , Aged, 80 and over , Calcium , Coronary Artery Disease/diagnostic imaging , Coronary Artery Disease/epidemiology , Coronary Artery Disease/etiology , Diabetes Mellitus, Type 2/complications , Diabetes Mellitus, Type 2/epidemiology , Humans , Incidence , Male , Middle Aged , Risk Assessment , Risk Factors , Vascular Calcification/diagnostic imaging , Vascular Calcification/epidemiology
20.
Circ Cardiovasc Qual Outcomes ; 14(4): e006769, 2021 04.
Article in English | MEDLINE | ID: mdl-33761758

ABSTRACT

BACKGROUND: Long-term health utility scores and costs used in cost-effectiveness analyses of cardiovascular disease prevention and management can be inconsistent, outdated, or invalid for the diverse population of the United States. Our aim was to develop a user friendly, standardized, publicly available code and catalog to derive more valid long-term values for health utility and expenditures following cardiovascular disease events. METHODS: Individual-level Short Form-12 version 2 health-related quality of life and expenditure data were obtained from the pooled 2011 to 2016 Medical Expenditure Panel Surveys. We developed code using the R programming language to estimate preference-weighted Short Form-6D utility scores from the Short Form-12 for quality-adjusted life year calculations and predict annual health care expenditures. Result predictors included cardiovascular disease diagnosis (myocardial infarction, ischemic stroke, heart failure, cardiac dysrhythmias, angina pectoris, and peripheral artery disease), sociodemographic factors, and comorbidity variables. RESULTS: The cardiovascular disease diagnoses with the lowest utility scores were heart failure (0.635 [95% CI, 0.615-0.655]), angina pectoris (0.649 [95% CI, 0.630-0.667]), and ischemic stroke (0.649 [95% CI, 0.635-0.663]). The highest annual expenditures were for heart failure ($20 764 [95% CI, $17 500-$24 027]), angina pectoris ($18 428 [95% CI, $16 102-$20 754]), and ischemic stroke ($16 925 [95% CI, $15 672-$20 616]). CONCLUSIONS: The developed code and catalog may improve the quality and comparability of cost-effectiveness analyses by providing standardized methods for extracting long-term health utility scores and expenditures from Medical Expenditure Panel Survey data, which are more current and representative of the US population than previous sources.


Subject(s)
Cardiovascular Diseases , Heart Failure , Cardiovascular Diseases/diagnosis , Cardiovascular Diseases/epidemiology , Cardiovascular Diseases/therapy , Health Expenditures , Heart Failure/diagnosis , Heart Failure/epidemiology , Heart Failure/therapy , Humans , Quality of Life , Surveys and Questionnaires , United States/epidemiology
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