C. Nathan Marti’s research while affiliated with University of Texas at Austin and other places

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Publications (212)


Type of drug use disorders (%).
Treatment Use Among U.S. Adults with a Substance Use Disorder: Associations with Symptom Severity, Problem Self-Perception, Comorbid Mental Illness, and Mental Health Treatment
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  • Full-text available

April 2025

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12 Reads

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C. Nathan Marti

Using data from the 2022 and 2023 National Survey on Drug Use and Health, we examined factors associated with treatment use for substance use disorder (SUD), perceived SUD treatment needs, and reasons for treatment non-use. Of U.S. adults, 18.1% had any past-year SUD (alcohol use disorder [AUD] and/or any drug use disorder [DUD]), 14.4% of those with SUD received SUD treatment in the past year, and 5.5% of those who did not receive treatment had a perceived need for treatment. Treatment use was significantly associated with AUD and DUD severities (aOR = 3.85, 95% CI = 2.82–5.26 for severe AUD; aOR = 2.82, 95% CI = 2.27–3.47 for severe DUD), problem self-perception (aOR = 2.12, 95% CI = 1.74–2.58), and mental health treatment use (aOR = 6.07, 95% CI = 4.73–7.78). Perceived treatment needs among those who did not use treatment were also significantly associated with AUD and DUD severities, problem self-perception, and any mental illness. The most frequently reported reasons for treatment non-use among those with perceived need were self-sufficiency beliefs, lack of readiness to stop using or start treatment, stigma-related concerns, and health insurance/cost problems. The findings underscore the importance of screening SUD and educating about the harms of untreated SUD in increasing motivation and readiness for treatment use among people with SUD.

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Depressive/Anxiety Symptoms in Homebound Older Adults: Mediation Effects of Loneliness and Psychological Well-Being

April 2025

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7 Reads

Clinical Gerontologist

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Angelina Gutierrez

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Brian Fons

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C. Nathan Marti

Objectives: To examine the direct effect of a homebound state (defined as never/rarely going outside the home in the preceding month) on depressive/anxiety symptoms and the mediation effect of loneliness and psychological well-being on the associations between homebound state and depressive/anxiety symptoms. Methods: Data came from the 2023 National Health and Aging Trend Study (N = 7,547 community-dwelling Medicare beneficiaries age 65+). We fitted a path model to examine the research questions. To test the statistical significance of the mediation effect, we used bootstrapped analysis to obtain estimates of the indirect effects and their 95% CIs. Results: We found significant direct and indirect effects. The ratio of the indirect effect of loneliness on a homebound state (0.13) to the total effect of a homebound state on depressive/anxiety symptoms was 0.14. The ratio of the indirect effect of psychological well-being on a homebound state (0.28) to the total effect of a homebound state on depressive/anxiety symptoms was 0.26. Conclusions: Loneliness and psychological well-being, or lack thereof, significantly mediate the relationship between homebound state and depression/anxiety in homebound older adults. Clinical implications: Interventions to decrease loneliness and improve psychological well-being among homebound older adults are needed to alleviate their depression/anxiety.


Number of suicide attempt cases by year and medical outcome.
Associations of medical outcomes with substances involved in suicide attempt cases age 50 and older reported to U.S. Poison Centers, 2016–2023

March 2025

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10 Reads

Background and aims After a slight decline in suicide rates during the COVID-19 pandemic, suicide rates and suicide attempts in the U.S. have been increasing again in 2022 and 2023. Compared to younger age groups, the 50+ age group has significantly higher rates of serious medical outcomes from suicide attempts. In this study, we examined the medical outcome severities associated with different classes of substances involved in suicide attempt cases age 50 and older who were reported to poison centers. Methods We used the America's Poison Center's National Poison Data System from 2016 to 2023 (N = 335,171 cases age >50). Following descriptive statistics on the characteristics of suicide attempters and involved substances by medical outcomes (no/minimal effects, moderate effects, major effects, death, and unable to follow), we fitted multinomial and binary logistic regression models to examine the associations of medical outcomes with involved substances. Results Of all cases, 22.5% used antidepressants, 21.1% benzodiazepines, 16.4% cardiovascular drugs, and 12.5% prescription opioids; 44.1% had no/minimal effect, 37.9% had a moderate effect, 12.5% had a major effect, 1.2% resulted in death, and 4.4% were unable to follow, but the proportions of major effects and death were higher in 2022–2023 than in 2016–2017. Tricyclic antidepressants were associated with the highest risks of major effects [relative risk ratios (RRR) = 5.57, 95% CI = 5.26–5.90] and death (RRR = 4.26, 95% CI = 3.67–4.94). Large RRRs were also shown for bupropion and serotonin-norepinephrine reuptake inhibitors for major outcomes and death. Cardiovascular drugs, opioids, and muscle relaxants were also associated with consistently higher risks of moderate and major effects and death. Our results also show that older ages were associated with higher death rates and that female sex was associated with higher odds of moderate/major effects compared to minimal effects but lower odds of major effects/death. Implications Healthcare providers, including pharmacists, can play an important role in promoting medication safety for older adults. Healthcare workers need training in assessing and recognizing signs of suicide risk in older adults who are prescribed antidepressants and sedatives. Our findings also point to the importance of better non-pharmacological chronic pain management than reliance on opioids.


Treatment Use among U.S. Adults with a Substance Use Disorder: Associations with Symptom Severity, Problem Self-perception, Comorbid Mental Illness, and Mental Health Treatment

February 2025

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5 Reads

Using data from the 2022 and 2023 National Survey on Drug Use and Health, we examined factors associated with treatment use for substance use disorder (SUD), perceived SUD treatment needs, and reasons for treatment non-use. Of U.S. adults, 18.1% had any past-year SUD (alcohol use disorder [AUD] and/or any drug use disorder [DUD]), 14.4% of those with SUD received SUD treatment in the past year, and 5.5% of those who did not receive treatment had a perceived need for treatment. Treatment use was significantly associated with AUD and DUD severities (aOR=3.85, 95% CI=2.82-5.26 for severe AUD; aOR=2.82, 95% CI=2.27-3.47 for severe DUD), problem self-perception (aOR=2.12, 95% CI=1.74-2.58), and mental health treatment use (aOR=6.07, 95% CI=4.73-7.78). Perceived treatment needs among those who did not use treatment were also significantly associated with AUD and DUD severities, problem self-perception, and any mental illness. The most frequently reported reasons for treatment non-use among those with perceived need were self-sufficiency beliefs, lack of readiness to stop using or start treatment, stigma-related concerns, and health insurance/cost problems. The findings underscore the importance of screening SUD and educating about the harms of untreated SUD in increasing motivation and readiness for treatment use among people with SUD.


Cannabidiol Use Among Older Adults: Associations with Cannabis Use, Physical and Mental Health, and Other Substance Use

November 2024

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15 Reads

Clinical Gerontologist

Objectives: To examine older adults' cannabidiol (CBD) use and its associations with cannabis use and physical/mental health and other substance use problems. Methods: Using the 2022 National Survey on Drug Use and Health (N = 10,516 respondents age 50+), we fitted generalized linear models (GLM) with Poisson and log link using CBD as the dependent variable in the 50-64 and the 65+ age groups. Results: In the 50-64 age group, 18.3% and 18.0% reported past-year CBD and cannabis, respectively, use. In the 65+ age group, the percentages were 14.3% and 8.0%. GLM results showed significant positive associations with both medical and non-medical cannabis use in both age groups. CBD use was positively associated with physical/mental health and illicit drug use problems in the 50-64 age group and with disordered psychotherapeutic drug use in the 65+ age group. Minoritized older adults had a lower likelihood of CBD use. Conclusions: CBD use is common, more so than cannabis especially in the 65+ age group and positively correlated with both medical and nonmedical cannabis use. Clinical implications: Research is needed to examine therapeutic benefits and negative effects of CBD use in late life. Public health education is needed for growing numbers of older-adult CBD users.



Digital Divide Among Homebound and Semi-Homebound Older Adults

October 2024

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22 Reads

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1 Citation

Journal of Applied Gerontology

Using the 2022 National Health and Aging Trend Study data, we examined the digital divide among homebound and semi-homebound older adults. About 11% of older Medicare beneficiaries in 2022 were homebound or semi-homebound. Compared to non-homebound older adults, homebound older adults were significantly less likely to own a cellphone. Among those with any information and communication technology (ICT) device, homebound older adults were also less likely to have used email/texting and gone online. Older age, low income, dementia diagnosis, and moderate/severe depressive/anxiety symptoms contributed to the digital divide. Among homebound older adults, Hispanic older adults or those with limited English proficiency were less likely to have used ICT. To reduce the digital inequity among homebound older adults who are low-income, racial/ethnic minority, limited English proficient, and/or residents in non-metropolitan areas, social/structural inequities in accessibility and affordability, along with individual-level barriers, need to be addressed.


Prevalence of Cannabidiol Use and Correlates in U.S. Adults

October 2024

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18 Reads

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4 Citations

Drug and Alcohol Dependence Reports

Abstracts Background Cannabidiol (CBD) use has been increasing for its putative therapeutic potential for various health conditions. Research using a nationally representative sample is needed to examine characteristics of CBD users. Methods Data came from the adult sample (N=47,100) of the 2022 U.S. National Survey on Drug Use and Health. We fitted generalized linear models to examine the sociodemographic, health, other substance use, and cannabis risk perception as correlates of CBD-only use and CBD-cannabis co-use, compared to cannabis-only use. Results In 2022, 20.6 % and 23.0 % of U.S. adults reported using CBD and cannabis, respectively, in the preceding 12 months, and 63 % of CBD users also used cannabis. CBD use was significantly higher among women (CBD-only vs. cannabis-only use: IRR=1.43, 95 % CI=1.31–1.57), but significantly lower among Black and Hispanic individuals compared to non-Hispanic White individuals (CBD-only vs. cannabis-only use: IRR=0.71, 95 % CI=0.60–0.85 for Black individuals; IRR=0.79, 95 % CI=0.65–0.96 for Hispanic individuals). Older ages, higher SES, chronic medical conditions, mental illness, and high cannabis risk perception were also associated with higher likelihood of CBD-only use versus cannabis-only use. CBD-cannabis co-users were at most risk in terms of chronic illness, mental illness, cannabis use disorder, and other substance use problems. Conclusions The high prevalence of self-reported CBD use among those with physical and mental health problems warrants public health warnings about potential side effects and drug interactions. The high CBD-cannabis co-use rate also calls for more research on potential benefits and negative effects of the co-use.


Trajectories of hookah use among young adult college students in Texas, 2014–2019

September 2024

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6 Reads

The purpose of the study was to examine trajectories in hookah use behaviors across young adulthood and socio-demographic correlates of the trajectories. Data were drawn from Project M-PACT for the years 2014-2019. Participants were 5,220 college students aged 18 to 25 years at baseline. Growth curve models with an accelerated design were fit to examine four hookah use trajectories across ages 18 to 30, adjusted for covariates. Prevalence of current hookah use decreased between 2014 and 2019, from 17% to 7% and the frequency of use decreased by almost one day a month. Trajectories of hookah use alone and concurrent with cigarettes or with e-cigarettes also decreased as students increased in age. Current hookah users were likely to be young, male, racial/ethnic minority, and attending a four-year college. Observed disparities among hookah users have implications, in particular regarding the role of social context, race, and ethnicity, in tailoring smoking interventions.


Benzodiazepine Adverse Reaction Cases Age 50 and Older Reported to the U.S. Poison Centers: Healthcare Use and Major Medical Effects

August 2024

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31 Reads

Pharmacoepidemiology

Background: Despite widespread consensus on the need to reduce benzodiazepine (BZD) use in older adults, prescription rates in the U.S. have paradoxically increased over the past few decades. Objective: We examined (1) the characteristics of the BZD adverse reaction cases in patients aged 50 and older that were admitted to a healthcare facility (HCF) and experienced major effects/death, and (2) the associations between the concomitant use of opioids and/or antidepressants and HCF admission and major effects/death among BZD cases. Methods: We used the 2015-2022 National Poison Data System (NPDS), which contained data from 55 America's Poison Centers. We fitted two multivariable logistic regression models to examine the associations between the co-use of opioids and/or antidepressants and HCF admission and major effects/death. Results: Of the BZD cases that were examined (N = 1979), 14.9% or 295 cases were admitted to healthcare facilities, and 8.5% of those who were followed up (77 out of 893 cases) experienced major effects or death. The number of co-used substances, co-use of opioids and antidepressants, atypical antipsychotics, anticonvulsants, muscle relaxants, and Gabapentin were associated with greater odds of healthcare admission. Co-use of opioids and healthcare admission were associated with greater odds of major effects/death. Conclusions: Adverse reactions and healthcare admissions are likely to be prevented when healthcare providers limit and carefully monitor BZD prescribing, especially for those who are on other medications, including prescription opioids and antidepressants.


Citations (72)


... Despite these benefits, eHealth use among older adults remains limited due to a persistent digital divide, especially for those unfamiliar with technology or lacking devices (Choi et al., 2024;Falvey et al., 2024;Nahm et al., 2020;Wilson et al., 2021). Approximately 41% of Medicare beneficiaries lack access to the high-speed internet or smartphones required for eHealth, and 38% are unprepared for video telehealth due to technological inexperience (Lam et al., 2020;Roberts & Mehrotra, 2020). ...

Reference:

Bridging the Digital Divide: Factors Influencing eHealth Use Among Homebound Older Adults During the COVID-19 Pandemic
Digital Divide Among Homebound and Semi-Homebound Older Adults
  • Citing Article
  • October 2024

Journal of Applied Gerontology

... Our results, in line with previous findings (Alayli et al., 2022;Casanova et al., 2022;Choi et al., 2024), indicate that individuals who used CBD only reported higher levels of substance use (cigarette smoking, alcohol, cannabis and e-cigarette use) and increased risk of SUD compared to non-users of THC or CBD users. The association of CBD and substance use may be explained, at least in part, by marketing activities, as many cannabis and vaping shops also promote CBD products (Berg et al., 2023;Leas et al., 2021).There is also an active marketing campaign on social media for CBD health claims, most usually therapeutic (e.g., pain, anxiety disorders, sleep disorders, and stress) (Soleymanpour et al., 2021). ...

Prevalence of Cannabidiol Use and Correlates in U.S. Adults

Drug and Alcohol Dependence Reports

... Adolescent extracurricular activities and binge drinking risk of harm a week?" [1,[35][36][37][38][39][40]. Survey respondents were presented with four choices ranging from no risk to great risk, which we dichotomized into two categories for the purpose of this analysis: no risk of harm weekly binge drinking ("no risk") and any risk of harm from weekly binge drinking ("great risk"; "moderate risk" "slight risk") coded as 0/1. ...

Perceived Risk of Binge Drinking among Older Alcohol Users: Associations with Alcohol Use Frequency, Binge Drinking, Alcohol Use Disorder, and Alcohol Treatment Use

... There is limited data on disengagement within U.S. CSC programs. A recent study of over 100 CSC programs participating in EPINET (Phalen et al., 2024) illustrated the complexity of measuring disengagement, including disentangling positive reasons (e.g., meeting goals, going to school) from negative reasons (e.g., housing instability, worsening of symptoms), demonstrating the field's limited understanding of the phenomenon. Taking into account different disengagement reasons, Phalen et al. (2024) found that only 20-30% of individuals completed CSC programs, with disparities including race and insurance status. ...

Reasons for Discharge in a National Network of Early Psychosis Intervention Programs
  • Citing Article
  • July 2024

Schizophrenia Bulletin

... Although it is necessary to limit physical activity to some extent due to concerns about infection, side effects such as decreased physical function and psychological stress are unavoidable problems. To overcome the problem of physical activity limitations, various nursing interventions that encourage hobbies and consider social support methods are needed [30]. Moreover, factors such as long-term social isolation, changes in educational delivery, and access to mental health services during the pandemic are likely to have influenced suicidal ideation among adolescents. ...

Serious suicidal thoughts, suicide plans, and mental health service use among youth during the COVID-19 pandemic
  • Citing Article
  • June 2024

Children and Youth Services Review

... The legalization and commercialization of cannabis in the U.S. have significantly increased the availability of various cannabis products (e.g., dried flowers, concentrates, and topicals) and expanded the methods of administration (e.g., smoking, vaping, eating/drinking, and dabbing), leading to increase the likelihood of young adults using multiple methods to consume cannabis [8][9][10]. Emerging evidence suggests that multimodal cannabis use, defined as the use of two or more methods of administration to consume cannabis within a specified time period (e.g., in the past month) [9,10], has become more prevalent among young adults [9][10][11][12][13]. ...

Prevalence and socio-demographic correlates of multi-modal cannabis use among young adults who currently use cannabis

Preventive Medicine Reports

... Psychiatric disorders, non-psychiatric medical illnesses, social isolation, substance use, and recent loss/adverse events have been identified as risk factors of suicide in the general older age population (3,4). Depression is the most common psychiatric diagnosis occurring in older adults who died from suicide, being especially common in women receiving mental healthcare at the time of death (5). The presence of non-psychiatric medical illness is also common in suicides occurring in older adults, in particular among older men (4,6). ...

Depression in older women who died by suicide: associations with other suicide contributors and suicide methods Depression in older women who died by suicide: associations with other suicide contributors and suicide methods
  • Citing Article
  • April 2024

Journal of Women & Aging

... The NPDS also showed that although the number of prescription opioid-involved suicide attempt cases age 50 and older decreased between 2015 and 2020 as U.S. opioid prescription rates declined, prescription opioids were associated with a higher likelihood of death and other serious medical outcomes (21). A majority of benzodiazepine poisoning calls to poison centers for those age 50 and older between 2015 and 2022 were suicide attempt cases (22). A previous study of over 421,000 drug-poisoning suicidal acts in 2011 and 2012, resulting in nearly 22,000 deaths, showed that 15.4%−17.3% ...

Intentional benzodiazepine poisoning in older adults reported to United States Poison Centers
  • Citing Article
  • April 2024

... Depression has been shown to affect the social and functional dynamics of adolescents and reduce social connectedness and life satisfaction (Hoseini-Esfidarjani et al., 2022;Masquelier et al., 2021). Plenty of studies have revealed that high levels of depression are positively associated with family conflict (J. Lee et al., 2021), sleep problems (Choi et al., 2024), anxiety Low, 2021;Şanli et al., 2024) and stress (Aziz et al., 2024). Intense family conflict negatively affects adolescent development and leads to more depressive symptoms . ...

Mediation of the Association Between Physical Exercise and Depressive/Anxiety Symptoms by Pain and Sleep Problems Among Older Adults

... Among the circumstances under which subjects refused treatment were attitudinal barriers (Lemmer et al., 2024), treatment prices (Yasmin et al., 2024), the need for expensive insurance documents, and stigma-related concerns (Z.-X. Chen & Chandrasekara, 2016;Choi et al., 2024) self-stigmatization (Z.-X. Chen & Chandrasekara, 2016;Yasmin et al., 2024). ...

Mental Health Treatment Use, Perceived Treatment Need, and Reasons for Non-Use Among U.S. Adults with Serious Suicidal Thoughts During the COVID-19 Pandemic

Community Mental Health Journal