Understanding Telehealth Among U.S. Adults with Disabilities: Utilization Patterns, Associated Factors, and Motivations for Utilization
ABSTRACT Background Telehealth is a transformative tool for expanding healthcare access, yet population-level data on its use among people with disabilities are limited. Purpose To examine the national prevalence, associated factors, and motivations for telehealth utilization among U.S. adults with disabilities. Methods Data was drawn from the 2024 Health Information National TrendsSurvey (HINTS 7; n = 6,854). Multivariable logistic regression assessed associations between disability type, sociodemographics, healthcare-related factors, and substance use and telehealth utilization. Self-reported reasons for choosing telehealth were also examined descriptively. Results 27.1% of U.S. adults reported at least one disability, including 5.7% with hearing, 7.3% with vision, 12.7% with mobility, and 18.0% with chronic pain-related disabilities. 44.5% of adults with disabilities reported past-year telehealth utilization, with higher rates across all disability types except hearing. Utilization was positively associated with higher education, sexual minoritized identity, internet use, and electronic cigarette use. Common motivations included provider recommendation (27.6%) and convenience (19.1%). Discussion Findings highlight variation in telehealth utilization by disability type, structural and behavioral factors, and the critical role of healthcare providers. Translation to Health Education Practice Health educators should incorporate disability-specific needs and tailored strategies into educational initiatives and service delivery to advance equitable telehealth for individuals with disabilities.
- Research Article
2
- 10.31586/jbls.2024.1038
- Jan 1, 2024
- Journal of biomedical and life sciences
Background:Early initiation of tobacco use among adolescents is a significant public health concern. While there is extensive research on overall tobacco use, much of it focuses on initiation in late adolescence, uses cross-sectional designs, and lacks specific exploration of electronic versus conventional cigarette use. This study aims to investigate social determinants influencing the early initiation of electronic and conventional cigarette use among U.S. adolescents.Methods:We utilized data from the Adolescent Brain Cognitive Development (ABCD) study, which follows a cohort of tobacco-naïve children from age nine through age 16. The social determinants examined included household income, parental education, financial difficulties, racial/ethnic minority status, family structure, neighborhood income, and gender minority status. Structural equation models were employed to assess associations between these determinants and early initiation of electronic and conventional cigarette use.Results:Male gender was associated with a higher likelihood of conventional cigarette use, while the risk of early initiation of electronic cigarette use was similar across genders. White adolescents were at a higher risk of conventional cigarette use; however, the risk for electronic cigarette use was comparable across White and non-White groups. Financial difficulties were linked to an increased likelihood of early initiation of conventional cigarette use but not electronic cigarette use. Higher household income was associated with a reduced risk of initiating conventional cigarettes but did not significantly impact electronic cigarette use. Adolescents from married families were less likely to initiate electronic cigarette use. No significant effects were found for parental education or neighborhood income on the initiation of either type of cigarette use. Age did not significantly affect the initiation of either cigarette type, and gender minority status was marginally associated with early initiation of conventional cigarette use.Conclusions:The social patterning of electronic cigarette use differs from that of conventional cigarette use, suggesting that distinct tobacco products do not pose a uniform risk across all adolescents. This study underscores the importance of tailored prevention efforts that address the unique challenges associated with early initiation of electronic and conventional cigarette use among adolescents. The differential risk factors identified suggest targeted prevention strategies for conventional cigarette use, focusing on financial difficulties, household income, and gender-specific interventions. In contrast, prevention efforts for electronic cigarette use may require broader, more inclusive approaches that address all adolescents, regardless of their background. Comprehensive universal screening for electronic cigarette use and targeted screening for conventional cigarette use among adolescents are recommended.
- Front Matter
59
- 10.1016/j.jadohealth.2014.08.010
- Oct 21, 2014
- Journal of Adolescent Health
High International Electronic Cigarette Use Among Never Smoker Adolescents
- Research Article
7
- 10.1093/jpepsy/jsab082
- Sep 15, 2021
- Journal of pediatric psychology
Rising rates of adolescent electronic cigarette (ECIG) use is concerning because it can lead to adverse health outcomes and increased risk behavior. There are known predictors of ever versus never ECIG use, but less are known about risk factors for ever versus current use of ECIGs. Problem behavior theory (PBT) was used to evaluate possible risk factors for different ECIG use status. Participants were 573 high school students who completed questionnaires measuring ECIG use, as well as constructs within the Social Environment, Perceived Environment, Personality, and Behavior domains of PBT. Multinomial logistic regression was used to evaluate how predictor variables differentiated between participants who reported (a) never use, (b) ever ECIG use, or (c) current ECIG use. Adolescents were more likely to endorse ever ECIG use than never use if they reported peer ECIG use, perceived more benefits and fewer costs (e.g., health) of ECIG use, higher extraversion, alcohol and cigarette use (never vs. ever vs. past 30 days), or attended a school with a higher percentage of socioeconomically disadvantaged students. Adolescents were more likely to report current ECIG use than ever ECIG use if they perceived fewer costs of ECIG use or used cannabis in their lifetime (yes/no). PBT variables differentiated between ever ECIG use and never ECIG use. However, these variables did not differentiate between ever and current ECIG use. Identifying unique risk factors for current versus ever ECIG use is important to understanding persistent ECIG use and subsequent targeted prevention and intervention programs.
- Research Article
13
- 10.1136/tobaccocontrol-2015-052881
- Apr 29, 2016
- Tobacco Control
ObjectiveTo examine consistency between cross-sectional studies of conventional and electronic cigarette use among adolescents in terms of the measurement, analysis and reporting of parameters.DesignA systematic analysis of cross-sectional studies of...
- Research Article
36
- 10.1093/ntr/nty120
- Jun 16, 2018
- Nicotine & Tobacco Research
Socioeconomic disparities have been established for conventional cigarette use, but not for electronic cigarettes. This study estimates socioeconomic gradients in exclusive use of conventional cigarettes, electronic cigarettes, and dual use (ie, use of both products) among adults in the United States. Analyses consider nationally representative data on 25- to 54-year-old respondents to the 2014-2016 National Health Interview Surveys (N = 50306). Demographically adjusted seemingly unrelated regression models estimate how two socioeconomic status measures-respondent education and household income-relate to current exclusive use of conventional cigarettes, electronic cigarettes, and dual use. Conventional cigarette use exhibits negative education and income gradients, consistent with existing research: -12.9 percentage points (confidence interval [CI]: -14.0, -11.8) if college educated, and -9.5 percentage points (CI: -10.9, -8.1) if household income exceeds 400% of the federal poverty level. These gradients are flatter for dual use (-1.4 [CI: -1.8, -0.9] and -1.9 [CI: -2.5, -1.2]), and statistically insignificant for electronic cigarette use (-0.03 [CI: -0.5, 0.4] and -0.3 [CI: -0.8, -0.2]). Limiting the sample to ever-smokers, higher education is associated with a 0.9 percentage point increase in likelihood of exclusive electronic cigarette use at interview (CI: 0.0, 1.9). Education and income gradients in exclusive electronic cigarette use are small and statistically insignificant, contrasting with strong negative gradients in exclusive conventional cigarette use. Furthermore, more educated smokers are more likely to switch to exclusive e-cigarette use than less educated smokers. Such differential switching may exacerbate socioeconomic disparities in smoking-related morbidity and mortality, but lower the burden of tobacco-related disease. Research has not yet established whether socioeconomic disparities in electronic cigarette (e-cigarette) use resemble those observed for conventional cigarettes. This article uses nationally representative data on US adults aged 25-54 to estimate income and education gradients in exclusive use of conventional cigarettes, e-cigarettes, and dual use. Both gradients are steep and negative for conventional cigarette use, but flat and statistically insignificant for e-cigarette use. Repeating the analysis among ever-smokers indicates that more educated smokers are more likely to transition toward exclusive e-cigarette use than less educated smokers. Such differential substitution may exacerbate disparities in smoking-related morbidity and mortality.
- Research Article
25
- 10.1093/ntr/ntv246
- Nov 12, 2015
- Nicotine & Tobacco Research
Electronic cigarette (ECIG) use has grown rapidly in popularity within a short period of time. As ECIG products continue to evolve and more individuals begin using ECIGs, it is important to understand the potential adverse effects that are associated with ECIG use. The purpose of this study was to examine and describe the acute adverse effects associated with ECIG use. This study used an integrated, mixed-method participatory approach called concept mapping (CM). Experienced ECIG users (n = 85) provided statements that answered the focus prompt "A specific negative or unpleasant effect (ie, physical or psychological) that I have experienced either during or immediately after using an electronic cigarette device is…" in an online program. Participants sorted these statements into piles of common themes and rated each statement. Using multidimensional scaling and hierarchical cluster analysis, a concept map of the adverse effects statements was created. Participants generated 79 statements that completed the focus prompt and were retained by researchers. Analysis generated a map containing five clusters that characterized perceived adverse effects of ECIG use: Stigma, Worry/Guilt, Addiction Signs, Physical Effects, and Device/Vapor Problems. ECIG use is associated with adverse effects that should be monitored as ECIGs continue to grow in popularity. If ECIGs are to be regulated, policies should be created that minimize the likelihood of user identified adverse effects. This article provides a list of adverse effects reported by experienced ECIG users. This article organizes these effects into a conceptual model that may be useful for better understanding the adverse outcomes associated with ECIG use. These identified adverse effects may be useful for health professionals and policy makers. Health professionals should be aware of potential negative health effects that may be associated with ECIG use and policy makers could design ECIG regulations that minimize the risk of the adverse effects reported by ECIG users in this study.
- Research Article
65
- 10.1097/hjh.0000000000001890
- Dec 19, 2018
- Journal of Hypertension
To assess the acute effects of nicotine-containing electronic cigarettes versus tobacco smoking on vascular and respiratory function and circulating microparticles, particularly platelet microparticles (PMPs, biomarker of haemostasis/thrombosis) and endothelial microparticles (EMPs, biomarker of endothelial function). Heart rate (HR), blood pressure, reactive hyperaemia index (RHI, microvascular reactivity), augmentation index (arterial stiffness) and respiratory function were assessed in 20 smokers immediately before and after electronic cigarettes use and tobacco smoking. The number of microparticles was determined by flow cytometry using counting beads as a reference. Labelling with Annexin-V was used to detect the total microparticle fraction. EMPs were characterized as CD31+CD42- and PMPs as CD31+CD42+. HR increased after electronic cigarettes use and tobacco smoking (P < 0.001), whereas blood pressure remained unchanged (P > 0.05). RHI (P = 0.006), augmentation index (P = 0.010) but not augmentation index standardized to HR 75 bpm (P > 0.05) increased with electronic cigarettes use but not with tobacco smoking. Following tobacco smoking, there was a significant increase in total microparticles (P < 0.001), EMPs (P < 0.001) and PMPs (P < 0.001). In contrast, electronic cigarettes were only associated with an increase in PMPs (P < 0.001), with no significant changes in the total microparticle fraction or EMPs (all P > 0.05). Peak expiratory flow significantly decreased following electronic cigarettes use (P = 0.019). Our results demonstrate that acute exposure to tobacco smoking as well as electronic cigarettes influences vascular and respiratory function. Where tobacco smoking significantly increased microparticle formation, indicative of possible endothelial injury, electronic cigarettes use induced vasoreactivity and decreased peak expiratory flow. These findings suggest that both electronic cigarettes and tobacco smoking negatively impact vascular function.
- Research Article
7
- 10.1016/j.ypmed.2020.106375
- Dec 13, 2020
- Preventive Medicine
Incarceration exposure and electronic cigarette use during pregnancy: Findings from the pregnancy risk assessment monitoring system, 2016–2018
- Research Article
23
- 10.1037/adb0000263
- May 1, 2017
- Psychology of Addictive Behaviors
Electronic cigarette (ECIG) use is growing in popularity, but little is known about the perceived positive outcomes of ECIG use. This study used concept mapping (CM) to examine positive ECIG outcome expectancies. Sixty-three past 30-day ECIG users (38.1% female) between the ages of 18 and 64 (M = 37.8, SD = 13.3) completed a CM module. In an online program, participants provided statements that completed a prompt: "A specific positive, enjoyable, or exciting effect (i.e., physical or psychological) that I have experienced WHILE USING or IMMEDIATELY AFTER USING an electronic cigarette/electronic vaping device is. . . ." Participants (n = 35) sorted 123 statements into "piles" of similar content and rated (n = 43) each statement on a 7-point scale (1 = Definitely NOT a positive effect to 7 = Definitely a positive effect). A cluster map was created using data from the sorting task, and analysis indicated a 7 cluster model of positive ECIG use outcome expectancies: Therapeutic/Affect Regulation, High/Euphoria, Sensation Enjoyment, Perceived Health Effects, Benefits of Decreased Cigarette Use, Convenience, and Social Impacts. The Perceived Health Effects cluster was rated highest, although all mean ratings were greater than 4.69. Mean cluster ratings were compared, and females, younger adults, past 30-day cigarette smokers, users of more "advanced" ECIG devices, and nonlifetime (less than 100 lifetime cigarettes) participants rated certain clusters higher than comparison groups (ps < 0.05). ECIG users associate positive outcomes with ECIG use. ECIG outcome expectancies may affect product appeal and tobacco use behaviors and should be examined further to inform regulatory policies. (PsycINFO Database Record
- Research Article
2
- 10.3389/fpsyt.2023.1134079
- Aug 14, 2023
- Frontiers in Psychiatry
Electronic cigarette use has dramatically increased over the last decade. With this recent technological development and wide range of constituents in various products, putative adverse effects on the brain and body have been largely unexplored. Here, we review current evidence linking electronic nicotine cigarette use with potential health consequences and provide evidence supporting an association between drug use and depression in humans. We also examine the biological effects of individual constituents in electronic cigarette aerosols, which include labeled ingredients, such as propylene glycol, vegetable glycerin, nicotine, and flavorants, as well as unlabeled ingredients found in the aerosols, such as carbonyls and heavy metals. Lastly, we examine the effects of electronic cigarette use on endogenous metabolism via changes in cytochrome P450 enzymes, which can thereby impact therapeutic outcomes. While the current evidence offers insight into the potential effects of electronic cigarette use on biological processes, further studies are necessary to determine the long-term clinical relevance of aerosol inhalation.
- Research Article
- 10.1542/gr.32-1-4
- Jul 1, 2014
- AAP Grand Rounds
Research Article| July 01 2014 Adolescent Electronic and Conventional Cigarette Use AAP Grand Rounds (2014) 32 (1): 4. https://doi.org/10.1542/gr.32-1-4 Views Icon Views Article contents Figures & tables Video Audio Supplementary Data Peer Review Share Icon Share Twitter LinkedIn Tools Icon Tools Get Permissions Cite Icon Cite Search Site Citation Adolescent Electronic and Conventional Cigarette Use. AAP Grand Rounds July 2014; 32 (1): 4. https://doi.org/10.1542/gr.32-1-4 Download citation file: Ris (Zotero) Reference Manager EasyBib Bookends Mendeley Papers EndNote RefWorks BibTex toolbar search toolbar search search input Search input auto suggest filter your search All PublicationsAll JournalsAAP Grand RoundsPediatricsHospital PediatricsPediatrics In ReviewNeoReviewsAAP NewsAll AAP Sites Search Advanced Search Topics: cigarette smoking, electronic cigarettes, smoking cessation, cigarettes Source: Dutra LM, Glantz SA. Electronic cigarettes and conventional cigarette use among US adolescents [published online ahead of print March 6, 2014]. JAMA Pediatrics; doi: https://doi.org/10.1001/jamapediatrics.2013.5488 Investigators from the University of California, San Francisco conducted a study to examine the relationship between electronic cigarette (e-cigarette) use and both conventional cigarette use and smoking cessation among US adolescents. The researchers used data from the 2011 and 2012 National Youth Tobacco Survey, a nationally representative, cross-sectional sample of US middle and high school students (grades 6–12) for the study. The self-administered questionnaire included indicators of tobacco use, intention to quit, and smoking cessation. Conventional cigarette users were defined as experimenters (ever tried ≥1 puff), ever smokers (≥100 cigarettes smoked), or current smokers (≥100 cigarettes smoked in last 30 days). Conventional cigarette abstinence was measured at 30 days, 6 months, and 1 year. Participants who responded that they had used “electronic cigarettes or e-cigarettes, such as Ruyan or NJOY” were defined as ever e-cigarette users (ever tried) or current users (used on ≥1 day in the past 30 days). Multivariable logistic regression was used to evaluate the relationship between e-cigarette use and tobacco cigarette use and cessation. The investigators analyzed data from 17,353 respondents in 2011 and 22,539 in 2012. Among cigarette experimenters, ever e-cigarette use was associated with higher odds of being classified as an “ever smoker” (OR = 6.31; 95% CI, 5.39–7.39) and current cigarette smoking (OR = 5.96; 95% CI, 5.67–6.27). Current e-cigarette use was also associated with higher odds of ever having smoked cigarettes (OR = 7.42; 95% CI, 5.63–9.79) and current cigarette smoking (OR = 7.88; 95% CI, 6.01–10.32). For 2011 study participants, current cigarette smokers who had ever used e-cigarettes were more likely to intend to quit smoking within the next year (OR = 1.53; 95% CI, 1.03–2.28). Among cigarette experimenters and ever cigarette smokers, ever e-cigarette use and current e-cigarette use was associated with lower odds of abstinence from cigarettes at 30 days, 6 months, and 1 year. The investigators conclude that e-cigarettes do not discourage use, and may be encouraging use, of conventional cigarettes among US adolescents. They suggest that their results contradict claims that e-cigarettes are effective as smoking cessation aids. Dr Wong has disclosed no financial relationship relevant to this commentary. This commentary does not contain a discussion of an unapproved/investigative use of a commercial product/device. Adult and youth e-cigarette use has been rapidly rising. In another analysis of the NYTS data, e-cigarette use among youth in grades 6 to 12 doubled, from 3.3% in 2011 to 6.8% in 2012.1 With these increasing rates, the public debate on the impact of e-cigarettes and other electronic nicotine delivery systems on public health has intensified. Other nicotine delivery systems include emerging e-cigarette-like devices marketed under different names, such as “e-hookahs” or “vape pipes,” which may result in considerable underestimates of youth e-cigarette use.2 While e-cigarettes contain fewer toxins and lower levels of these toxins compared to conventional cigarettes, they... You do not currently have access to this content.
- Research Article
81
- 10.1093/ntr/ntw225
- Apr 11, 2017
- Nicotine & Tobacco Research
Electronic cigarette use is rapidly gaining in popularity. However, little is known about correlates and reasons for electronic cigarette use by women of reproductive age, a group for which the safety and efficacy of electronic cigarette use is of particular interest. As part of a clinical trial for smoking cessation, we surveyed pregnant smokers about their lifetime use of electronic cigarettes, previous use of any adjunctive treatments for smoking cessation, and use of electronic cigarettes during pregnancy. We examined associations between electronic cigarette use and participant characteristics. Fifty-three percent (55/103) of participants had previously tried electronic cigarettes. Ever users smoked more cigarettes per day before pregnancy (p = .049), had a greater number of previous quit attempts (p = .033), and were more likely to identify as being Hispanic or non-Hispanic white than never users (p = .027). Fifteen percent of participants (15/103) reported previous use of electronic cigarettes for smoking cessation, which was more common than the use of any specific FDA-approved smoking cessation medication. Fourteen percent of participants (14/103) reported electronic cigarette use during pregnancy, most commonly to quit smoking. A history of substance abuse (p = .043) and more previous quit attempts (p = .018) were associated with electronic cigarette use during pregnancy. Use of electronic cigarettes to quit smoking may be common in women of reproductive age, including those who are pregnant. More research is needed to determine the risks and benefits of electronic cigarette use in this population of smokers. This study shows that electronic cigarettes are used by women of reproductive age, including pregnant smokers. The implications of this finding are that there is an urgent need to examine the risks and benefits of electronic cigarette use, especially by pregnant women. The study also shows that electronic cigarettes are commonly used as a smoking cessation aid in women of reproductive age. The greater likelihood of electronic cigarette use compared to proven adjunctive smoking treatments suggests that electronic cigarettes should be examined as a potential aid to cessation in this population.
- Research Article
57
- 10.1136/bmjopen-2016-011344
- May 1, 2016
- BMJ Open
ObjectiveThere is sparse information on electronic cigarette use and health behaviours among college student populations. Our objectives were to identify the patterns of electronic cigarette use in current and ever...
- Research Article
- 10.1016/j.pcd.2025.06.002
- Jun 1, 2025
- Primary care diabetes
Tobacco, electronic cigarette, alcohol and cannabis use among individuals diagnosed with diabetes. A national survey in France.
- Research Article
3
- 10.3390/youth3010030
- Mar 14, 2023
- Youth
The use of electronic cigarettes among young people has been increasing in recent years. Electronic cigarettes are marketed in ways that attract young people and downplay the risks of these products. For example, electronic cigarettes are available in a variety of flavours, such as mint or chocolate, and it can be quite challenging for young people to understand the potential harms of these products when they are marketed through enticing advertisements under the veil of harmless flavours. Moreover, recent research has shown that electronic cigarette usage may be disproportionately higher for youth with lower socioeconomic status. It is well documented in the literature that electronic cigarettes can have a multitude of negative health impacts on young people. Electronic cigarette use affects all biopsychosocial domains, including but not limited to cardiovascular disease, pulmonary disease, renal disease, mental health, substance use, and interpersonal relationships. Given the increase in electronic cigarette use and lower levels of understanding of the harms these products can have on health, it is essential to develop additional strategies to ensure that young people are made aware of the risks associated with the use of electronic cigarettes. We propose a five factor model that aims to provide support to policymakers, educators, health care professionals, families, and youth. For policymakers, it is necessary to develop policies that limit the access the youth have to electronic cigarettes. In educational settings, educators can incorporate education on electronic cigarettes in the classroom. Health care professionals should have access to tools to ensure they feel comfortable discussing the risks of electronic cigarettes with their young patients. Additionally, families should have access to evidence-based information on the risks associated with electronic cigarettes and on how to communicate with their children about electronic cigarettes. Finally, we should aim to directly reach youth and communicate the potential risks of electronic cigarette use through the social media platforms that they frequent. Ultimately, this paper provides a model that can be used by various stakeholders involved in the public health system. Moving forward, implementing and conducting short, intermediate and long-term evaluation of this model can provide insight into its effectiveness in communicating the risks associated with electronic cigarette use for young people.
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