Rudolf H. Moos’s research while affiliated with Stanford University and other places

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Publications (590)


Binge Drinking and Alcohol Problems Among Moderate Average-Level Drinkers
  • Article

September 2022

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42 Reads

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9 Citations

American Journal of Preventive Medicine

Charles J Holahan

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Rudolf H Moos

Introduction: A significant amount of binge drinking among adults escapes public health scrutiny because it occurs among individuals who drink at a moderate average level. This observational study examined the role of a binge pattern of drinking in predicting alcohol problems among moderate drinkers in a U.S. national sample of adults. Methods: Participants were 1,229 current drinkers aged ≥30 years from 2 waves of the study of Midlife Development in the United States, with a 9-year time lag (2004-2015) (analyzed in 2021‒2022). Negative binomial regression analyses were used to examine the number of alcohol problems, and binary logistic regression analyses were used to examine multiple (≥2) alcohol problems. Results: Independent of the average level of drinking, binge drinking was linked with an almost 3 times increase in the number of concurrent alcohol problems and a 40% increase in the number of alcohol problems prospectively 9 years later. Moderate average level drinkers accounted for most cases of binge drinking and multiple alcohol problems. Among moderate drinkers, binge drinking was linked with a close to 5 times increase in concurrent multiple alcohol problems and a >2 times increase in multiple alcohol problems prospectively 9 years later. Conclusions: These results substantially broaden an increasing recognition that binge drinking is a public health concern among adults. Moderate average-level drinkers should be included in efforts to reduce alcohol problems in adults. These findings are applicable to primary and secondary prevention of alcohol problems with the potential to advance population health.



Percentage participants classified with dementia at 18-year follow-up, by baseline 1996 drinking group
Percentage participants classified with CIND at 18-year follow-up, by baseline 1996 drinking group
History of drinking problems diminishes the protective effects of within-guideline drinking on 18-year risk of dementia and CIND
  • Article
  • Full-text available

December 2021

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31 Reads

BMC Public Health

Objective To examine the moderating effect of older adults’ history of drinking problems on the relationship between their baseline alcohol consumption and risk of dementia and cognitive impairment, no dementia (CIND) 18 years later. Method A longitudinal Health and Retirement Study cohort ( n = 4421) was analyzed to demonstrate how older adults’ baseline membership in one of six drinking categories (non-drinker, within-guideline drinker, and outside-guideline drinker groups, divided to reflect absence or presence of a history of drinking problems) predicts dementia and CIND 18 years later. Results Among participants with no history of drinking problems, 13% of non-drinkers, 5% of within-guideline drinkers, and 9% of outside-guideline drinkers were classified as having dementia 18-years later. Among those with a history of drinking problems, 14% of non-drinkers, 9% of within-guideline drinkers, and 7% of outside-guideline drinkers were classified with dementia. With Non-Drinker, No HDP as reference category, being a baseline within-guideline drinker with no history of drinking problems reduced the likelihood of dementia 18 years later by 45%, independent of baseline demographic and health characteristics; being a baseline within-guideline drinker with a history of drinking problems reduced the likelihood by only 13% (n.s.). Similar patterns obtained for the prediction of CIND. Conclusions For older adults, consuming alcohol at levels within validated guidelines for low-risk drinking may offer moderate long-term protection from dementia and CIND, but this effect is diminished by having a history of drinking problems. Efforts to predict and prevent dementia and CIND should focus on older adults’ history of drinking problems in addition to how much alcohol they consume.

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Strong Associations among PTSD, Pain, and Alcohol and Drug Use Disorders in VA Primary Care Patients

April 2021

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14 Reads

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3 Citations

Drug and Alcohol Dependence

Aims PTSD, pain, and alcohol and drug use disorders (AUD and DUDs) are prevalent, debilitating, and costly. Clinicians benefit from understanding the co-occurrence among these conditions, especially cocaine and opioid use disorders. This is the first study to examine (1) the odds of having one condition in the presence of one of the other conditions, and (2) the extent to which having PTSD, pain, or an AUD raises the odds of having a DUD in VA primary care patients. Methods We used cross-sectional archival data from 1283 primary care patients recruited in VA primary care clinics. Pain was measured by the numeric rating scale. PTSD, AUD, and DUDs (i.e., cannabis, opioid, cocaine, and any drug use disorder) were measured by the Mini International Diagnostic Interview. We conducted logistic regression analyses to examine the odds of having one condition in the presence of other conditions. Results A total of 14.9 % of patients had PTSD, 52.8 % of patients had moderate or severe pain, 12.8 % had an AUD, and 10.4 % had any DUD. Patients who had one condition (PTSD, pain, AUD, or DUD) were highly likely to have one or more of the other conditions, with or without controlling for demographic variables. Conclusions VA Patients who had PTSD, moderate or severe pain, or an AUD were highly likely to have an opioid or cocaine use disorder, and therefore should be screened for DUDs in VA primary care.


Screen of Drug Use: Diagnostic Accuracy for Stimulant Use Disorder

August 2020

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30 Reads

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5 Citations

Addictive Behaviors

Aims Stimulant misuse, overdose, and related deaths have increased dramatically. Identifying and referring individuals with stimulant use disorder to treatment may reduce misuse and overdose. This study validated the 2-item Screen of Drug Use (SoDU; Tiet et al., 2015) to screen for stimulant use disorder (and for cocaine and amphetamine use disorders) in a VA primary care setting, and to establish its concurrent diagnostic validity among diverse subgroups of patients, including age, gender, race/ethnicity, marital status, educational level, and PTSD status. Methods Archival data from 1,283 VA primary care patients recruited in California were examined. This predominantly male sample matched general VA primary care patient population characteristics. A total of 79 individuals (6.2%) met criteria for a stimulant use disorder. The criterion for having a stimulant use disorder was a DSM-IV cocaine use disorder and/or amphetamine use disorder diagnosis based on the Mini International Diagnostic Interview. Results For stimulant use disorder, the 2-item SoDU was 93.67% sensitive (95% confidence interval [CI], 85.84% - 97.91%), and 89.12% specific (95% CI, 87.22% - 90.82%). When tested in diverse subgroups of patients, the sensitivity ranged from 66.67% to 100% and specificity ranged from 76.81% to 94.17%. When a follow-up question was added, the sensitivity was unchanged and the specificity was 99%, with lower false positive rate. Conclusions The SoDU, especially with a follow-up question, is an appropriate instrument for routine screening of stimulant use disorder in VA primary care settings. It has good concurrent diagnostic validity for diverse groups of patients.


Screen of drug use: Diagnostic accuracy for opioid use disorder

March 2019

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32 Reads

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8 Citations

Drug and Alcohol Dependence

Aims: Opioid related deaths have more than tripled in recent years. Identifying and referring individuals with opioid use disorder (OUD) to treatment is one of the promising approaches to reduce opioid related deaths. However, using urine toxicology to identify opioid misuse is not reliable. This study validates the Screen of Drug Use (SoDU) to screen for OUD in the primary care setting, and establish its concurrent diagnostic validity among diverse subgroups of patients, including age, gender, race/ethnicity, marital status, educational level, and PTSD status. Methods: We used data from 1283 primary care patients recruited in the VA in CA. This sample matched patient characteristics general VA population with mean age = 62, and 95% men. A total of 10.4% met DSM-5 criteria for any drug use disorder and 2.7% met criteria for OUD (with or without other drug use disorders). An opioid use abuse or dependence diagnosis based on the Mini International Diagnostic Interview was used as the criterion for having a DSM-5 opioid use disorder. Results: The SoDU was 100% sensitive (95% confidence interval [CI], 89.9%-100%), and 86.3% specific (95% CI, 84.3%-88.1%). When tested in subgroups of patients, the SoDU maintained 100% sensitivity in all subgroups. Specificity ranged from 74.5% to 94.2% for diverse subgroups of patients. Conclusions: The SoDU is an appropriate instrument to screen for opioid use disorder in primary care. It is brief, easy to use, and has good concurrent diagnostic validity for diverse groups of patients.


Screen of drug use: Diagnostic accuracy for cannabis use disorder

February 2019

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39 Reads

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10 Citations

Addictive Behaviors

Objective: As cannabis has been legalized for medicinal and recreational use, rates of cannabis misuse and cannabis use disorder (CUD) have increased. However, only a small percentage of individuals with CUD seek treatment. A practical screening instrument is needed to detect CUD in primary care (PC) to address the needs of individuals with CUD. This study seeks to validate the 2-item Screen of Drug Use (SoDU) to help detect CUD in the PC setting. Method: We used archival data from 1283 patients recruited in the Department of Veterans Affairs (VA) PC clinics. A total of 51 individuals (4%) met DSM-IV criteria for CUD (abuse or dependence; with or without other drug use disorders). A diagnosis of CUD based on the Mini International Diagnostic Interview (MINI) was used as the criterion. Concurrent diagnostic properties of the SoDU were examined against the MINI. Results: The SoDU was 100% sensitive (95% confidence interval [CI], 93.00% - 100%), and 87.50% specific (95% CI, 85.53% - 89.23%). When tested in subgroups of patients varying in age, gender, race/ethnicity, marital status, educational level, and PTSD status, the SoDU maintained 100% sensitivity in all subgroups; specificity ranged from 76.26% to 94.34%. Conclusions: The SoDU is an appropriate instrument to help identify CUD in primary care. It is brief, easy to use, and has good concurrent diagnostic validity for diverse groups of patients.


Drinking Level vs. Drinking Pattern and Cigarette Smoking Among Older Adults

February 2018

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44 Reads

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15 Citations

Alcoholism Clinical and Experimental Research

Charles J. Holahan

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Penny L. Brennan

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Kathleen K. Schutte

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[...]

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Rudolf H. Moos

Background: There is a lack of research on the role of alcohol consumption in cigarette smoking among older adults and the few studies on alcohol use and smoking with older adults have failed to distinguish between average level and pattern of drinking as predictors of smoking. The main purpose of this study was to examine the independent contributions of average level vs. pattern of drinking as predictors of cigarette smoking among older adults. A subsidiary purpose was to examine the link between continued smoking and mortality among older smokers. Methods: We investigated average level and pattern of drinking as predictors of current smoking among 1151 older adults at baseline and of continued smoking and mortality among the subset of 276 baseline smokers tracked across 20 years. We used multiple linear and logistic regression analyses and, to test mediation, bias-corrected bootstrap confidence intervals. Results: A high level of average drinking and a pattern of episodic heavy drinking were concurrently associated with smoking at baseline. However, only episodic heavy drinking was prospectively linked to continued smoking among baseline smokers. Continued smoking among baseline smokers increased the odds of 20-year mortality and provided an indirect pathway through which heavy episodic drinking related to mortality. Conclusions: Smokers who misuse alcohol are a challenging population for smoking cessation efforts. Older adults who concurrently misuse alcohol and smoke cigarettes provide a unique target for public health interventions. This article is protected by copyright. All rights reserved.


Diagnostic accuracy of a two-item Drug Abuse Screening Test (DAST-2)

June 2017

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411 Reads

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16 Citations

Addictive Behaviors

Objective: Drug use is prevalent and costly to society, but individuals with drug use disorders (DUDs) are under-diagnosed and under-treated, particularly in primary care (PC) settings. Drug screening instruments have been developed to identify patients with DUDs and facilitate treatment. The Drug Abuse Screening Test (DAST) is one of the most well-known drug screening instruments. However, similar to many such instruments, it is too long for routine use in busy PC settings. This study developed and validated a briefer and more practical DAST for busy PC settings. Method: We recruited 1300 PC patients in two Department of Veterans Affairs (VA) clinics. Participants responded to a structured diagnostic interview. We randomly selected half of the sample to develop and the other half to validate the new instrument. We employed signal detection techniques to select the best DAST items to identify DUDs (based on the MINI) and negative consequences of drug use (measured by the Inventory of Drug Use Consequences). Performance indicators were calculated. Results: The two-item DAST (DAST-2) was 97% sensitive and 91% specific for DUDs in the development sample and 95% sensitive and 89% specific in the validation sample. It was highly sensitive and specific for DUD and negative consequences of drug use in subgroups of patients, including gender, age, race/ethnicity, marital status, educational level, and posttraumatic stress disorder status. Conclusions: The DAST-2 is an appropriate drug screening instrument for routine use in PC settings in the VA and may be applicable in broader range of PC clinics.


Late-Life Drinking Problems: The Predictive Roles of Drinking Level vs. Drinking Pattern

May 2017

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29 Reads

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18 Citations

Journal of Studies on Alcohol and Drugs

Objective: Research on late-middle-aged and older adults has focused primarily on average level of alcohol consumption, overlooking variability in underlying drinking patterns. The purpose of the present study was to examine the independent contributions of an episodic heavy pattern of drinking versus a high average level of drinking as prospective predictors of drinking problems. Method: The sample comprised 1,107 adults ages 55-65 years at baseline. Alcohol consumption was assessed at baseline, and drinking problems were indexed across 20 years. We used prospective negative binomial regression analyses controlling for baseline drinking problems, as well as for demographic and health factors, to predict the number of drinking problems at each of four follow-up waves (1, 4, 10, and 20 years). Results: Across waves where the effects were significant, a high average level of drinking (coefficients of 1.56, 95% CI [1.24, 1.95]; 1.48, 95% CI [1.11, 1.98]; and 1.85, 95% CI [1.23, 2.79] at 1, 10, and 20 years) and an episodic heavy pattern of drinking (coefficients of 1.61, 95% CI [1.30, 1.99]; 1.61, 95% CI [1.28, 2.03]; and 1.43, 95% CI [1.08, 1.90] at 1, 4, and 10 years) each independently increased the number of drinking problems by more than 50%. Conclusions: Information based only on average consumption underestimates the risk of drinking problems among older adults. Both a high average level of drinking and an episodic heavy pattern of drinking pose prospective risks of later drinking problems among older adults.


Citations (88)


... Previous research has also shown that neural activity in the prefrontal cortex (PFC) is crucial to encoding reward value (Hernandez and Moorman, 2020, Amarante et al., 2017, Amarante and Laubach, 2020. Theta coherence in the medial PFC was higher when rodents licked a high-value sucrose reward as compared to a low-value reward (Amarante et al., 2017, Amarante andLaubach, 2020). ...

Reference:

Repeated Binge Alcohol Drinking Leads to Reductions in Corticostriatal Theta Coherence in Female but not Male Mice
Binge Drinking and Alcohol Problems Among Moderate Average-Level Drinkers
  • Citing Article
  • September 2022

American Journal of Preventive Medicine

... Similarly, end-oftreatment pain intensity and interference have been predictive of percent drinking and heavy drinking days, in addition to drinks and peak numbers of drinks per occasion . Studies from primary care (Caniglia et al., 2021;Moskal et al., 2024;Tiet & Moos, 2021) and community samples (e.g., Roberts et al., 2021) also suggest that pain may be linked with alcohol outcomes. For example, in their large-scale, 4-year cross-lagged panel study with a nationally representative sample, Roberts et al. (2021) found that pain intensity predicted alcohol problems in subsequent annual assessments, while alcohol use predicted subsequent pain intensity. ...

Strong Associations among PTSD, Pain, and Alcohol and Drug Use Disorders in VA Primary Care Patients
  • Citing Article
  • April 2021

Drug and Alcohol Dependence

... The data were collected as part of the Drug Screen for Primary Care Patients Study, 28 which constituted a broader project with the primary objective of developing and validating a drug screening tool suitable for VA primary care settings. The dataset has been used to develop and validate a number of drug screening instruments, including the Screen of Drug Use (SoDU), 28 and its variants to target specific drugs, including opioid, 29 cannabis, 30 and stimulants 31 as well as the two-item Drug Abuse Screening Test (DAST-2), 32 and the two-item Alcohol, Smoking, and Substance Involvement Screening Test (ASSIST-Drug). 33 The Drug Screen Study, encompassing all aspects of this study, received approval from the local Institutional Review Board. ...

Screen of drug use: Diagnostic accuracy for opioid use disorder
  • Citing Article
  • March 2019

Drug and Alcohol Dependence

... Of the remaining 44 studies not in the general population, over three quarters (n = 35) were conducted in the clinical setting, with the majority (n = 19) in the inpatient setting [6, 19, 21, 22, 24, 26, 32, 35-39, 42, 46, 48-50, 59]. Eleven studies were conducted in the outpatient clinical setting [5,23,31,40,43,47,[51][52][53][54][55], 5 studies were conducted in both the inpatient and outpatient settings (Harris et al., 2015;Hser et al., 1999;Kellogg et al., 2002;Kupetz et al., 1979;Salyers et al., 2000), and 1 study was conducted in a Veterans' Administration shelter [58]. The remaining studies (n = 8) were conducted outside the clinical setting. ...

Screen of drug use: Diagnostic accuracy for cannabis use disorder
  • Citing Article
  • February 2019

Addictive Behaviors

... Several knowledge gaps exist regarding the impact of alcohol and smoking across the cancer continuum [11]. Despite previous research that has shown consistent relationships between smoking and alcohol consumption patterns [17], the evidence regarding the synergistic effects of smoking and alcohol consumption for cancer types beyond upper aero-digestive tract cancers remains limited [11,18,19]. Of note, no study to date has examined the joint effects of these two exposures among endometrial cancer survivors. ...

Drinking Level vs. Drinking Pattern and Cigarette Smoking Among Older Adults
  • Citing Article
  • February 2018

Alcoholism Clinical and Experimental Research

... In addition, selection bias is likely because the participants are selected based on convenience sampling among treatment centers [4]. Other measures that have been validated for assessing substance use in the US are Drug Abuse Screening Test (DAST) [5], Alcohol, Smoking, and Substance involvement Screening Test (ASSIST), and tobacco, alcohol, prescription medication, and other substance use (TAPS) [6]. However, these survey measures also require multiple, lengthy questions to estimate the prevalence of SUD. ...

Diagnostic accuracy of a two-item Drug Abuse Screening Test (DAST-2)
  • Citing Article
  • June 2017

Addictive Behaviors

... The mechanisms whereby within-guideline alcohol consumption may provide protection against cognitive loss appear to be counteracted by having a history of drinking problems. One reason may be that people with histories of drinking problems are more likely to engage in episodic heavy or binge drinking compared to those with no history of drinking problems [47,48]. Concentrated, high-volume ethanol delivery to the brain can damage brain metabolism and morphology [45]. ...

Late-Life Drinking Problems: The Predictive Roles of Drinking Level vs. Drinking Pattern
  • Citing Article
  • May 2017

Journal of Studies on Alcohol and Drugs

... Of the remaining 44 studies not in the general population, over three quarters (n = 35) were conducted in the clinical setting, with the majority (n = 19) in the inpatient setting [6, 19, 21, 22, 24, 26, 32, 35-39, 42, 46, 48-50, 59]. Eleven studies were conducted in the outpatient clinical setting [5,23,31,40,43,47,[51][52][53][54][55], 5 studies were conducted in both the inpatient and outpatient settings (Harris et al., 2015;Hser et al., 1999;Kellogg et al., 2002;Kupetz et al., 1979;Salyers et al., 2000), and 1 study was conducted in a Veterans' Administration shelter [58]. The remaining studies (n = 8) were conducted outside the clinical setting. ...

Diagnostic Accuracy of a Two-Item Screen for Drug Use Developed from the Alcohol, Smoking and Substance Involvement Screening Test (ASSIST)
  • Citing Article
  • May 2016

Drug and Alcohol Dependence

... Although data exists within the literature on variables associated with substance use outcome within various forms of self-help treatments that have components of sponsorship or peer support [1,2], there is limited data on substance use outcome predictors when delivering empirically based treatment designed solely for peer support within community treatment settings. With the rise in adoption of utilizing peer support services in clinical settings that often have not been empirically tested, studies are needed to begin to understand what key components of the peer support treatments are associated with better outcome and whether or not the treatments afford greater benefits to certain subpopulations [3][4][5][6]. ...

Substance Use-Focused Self-Help Groups: Processes and Outcomes
  • Citing Chapter
  • August 2010

... In response to these challenges, support groups such as Al-Anon have been shown to significantly improve the well-being of wives of individuals with AUD in developed countries, aiding in the treatment process from initiation to management [9,10]. These groups facilitate a journey of self-recovery for the wives, promoting loving detachment, self-esteem, independence, and spiritual reliance while providing crucial information, practical assistance, and emotional support to manage daily traumas [11]. ...

Al-Anon newcomers: benefits of continuing attendance for six months