Sensitivity of Self-reported Opium Use in Cancer Pa- tients: Implications for conducting epidemiological studies
Background: Underreporting bias related to opium use is a significant methodological issue that can threaten the results of epidemiologic studies, particularly when opium use is the exposure of interest. In our current study, we aimed to measure the sensitivity of opium use. among cancer patients and identify the contributing factors Method: In a cross-sectional study, we examined the sensitivity of self-reported opium use among cancer cases. In this study, we avoided using urine tests as the gold standard to prevent false positive results, given that most cancer patients use opioids to alleviate their pain. Instead, we relied on their reports of use to anesthesiologists as the gold standard and compared it with their reports to interviewers to calculate sensitivity Results: The sensitivity of self-reported opium use among cancer patients was approx- imately 63.33% (95% CI: 43.86% – 80.07%). Interestingly, this sensitivity was signifi- cantly higher among cigarette users 88.24% (95% CI: 63.56% – 98.54%) compared to non-users 30.77% (95% CI: 9.09% – 61.43%). Additionally, the sensitivity of self-reported opium use was higher among alcohol users and participants with low socioeconomic status compared to their counterparts, although these differences were not statistically significant. Conclusion: The observed sensitivity of self-reported opium use among cancer pa- tients underscores the importance of meticulous and comprehensive approaches for collecting and interpreting self-reported substance use data. Researchers and policy- makers should consider contributing factors to the sensitivity of self-reported opium use.
- Research Article
- 10.18502/bccr.v16i3.19694
- Sep 17, 2025
- Basic & Clinical Cancer Research
Background: Underreporting bias related to opium use is a significant methodological issue that can threaten the results of epidemiologic studies, particularly when opium use is the exposure of interest. In our current study, we aimed to measure the sensitivity of self-reported opium use among cancer patients and identify the contributing factors. Method: In a cross-sectional study, we examined the sensitivity of self-reported opium use among cancer cases. In this study, we avoided using urine tests as the gold standard to prevent false-positive results, given that most cancer patients use opioids to alleviate their pain. Instead, we relied on their reports of use to anesthesiologists as the gold standard and compared it with their reports to interviewers to calculate sensitivity. Results: The sensitivity of self-reported opium use among cancer patients was approximately 63.33% (95% CI: 43.86% – 80.07%). Interestingly, this sensitivity was significantly higher among cigarette users, 88.24% (95% CI: 63.56% – 98.54%) compared to non-users, 30.77% (95% CI: 9.09% – 61.43%). Additionally, the sensitivity of self-reported opium use was higher among alcohol users and participants with low socioeconomic status compared to their counterparts, although these differences were not statistically significant. Conclusion: The observed sensitivity of self-reported opium use among cancer patients underscores the importance of meticulous and comprehensive approaches for collecting and interpreting self-reported substance use data. Researchers and policymakers should consider contributing factors to the sensitivity of self-reported opium use
- Research Article
55
- 10.1186/s13011-021-00398-3
- Sep 14, 2021
- Substance Abuse Treatment, Prevention, and Policy
BackgroundSelf-reported substance use is more likely to be influenced by underreporting bias compared to the biological markers. Underreporting bias or validity of self-reported substance use depends on the study population and cannot be generalized to the entire population. This study aimed to compare the validity of self-reported substance use between research setting and primary health care setting from the same source population.Methods and materialsThe population in this study included from Rafsanjan Youth Cohort Study (RYCS) and from primary care health centers. The sample from RYCS is made up 607 participants, 113 (18.62%) women and 494 (81.38%) men and sample from PHC centers is made up 522 individuals including 252 (48.28%) women and 270 (51.72%) men. We compared two groups in respect of prevalence estimates based on self-reported substance use and urine test. Then for evaluating validity of self-reported substance use in both group, the results of reference standard, urine tests, were compared with the results of self-reported drug use using measures of concordance.ResultsThe prevalence of substance use based on urine test was significantly higher in both settings compared to self-reported substance use over the past 72 h. The sensitivity of self-report substance use over the past 72 h in research setting was 39.4, 20, 10% and zero for opium, methadone, cannabis and amphetamine, respectively and in primary health care setting was 50, 20.7, 12.5% and zero for opium, methadone, cannabis and amphetamine, respectively. The level of agreement between self-reported substance use over the past 72 h and urine test indicated fair and moderate agreement for opium in both research and primary health care settings, respectively and also slight agreement for methadone and cannabis in both settings were reported. There was no significant difference between the two groups in terms of self-reported substance use. For all substances, the level of agreement increased with longer recall periods. The specificity of self-report for all substances in both groups was more than 99%.ConclusionIndividuals in primary health care setting were more likely to self-reported substance use than in research setting, but setting did not have a statistically significant effect in terms of self-reported substance use. Programs that rely on self-reported substance use may not estimate the exact prevalence of substance use in both research and primary health care settings, especially for substances that have a higher social stigma. Therefore, it is recommended that self-report and biological indicators be used for more accurate evaluation in substance use studies. It is also suggested that future epidemiological studies be performed to reduce bias of social desirability and find a method providing the highest level of privacy.
- Research Article
12
- 10.1080/10826084.2021.2019783
- Dec 17, 2021
- Substance Use & Misuse
Context Biospecimen analysis may enhance confidence in the accuracy of self-reported substance use among adolescents and transitional age youth (TAY). Associations between biospecimen types and self-reported use, however, are poorly characterized in the existing literature. Objective: We performed a systematic review of associations between biospecimen-confirmed and self-reported substance use. Data sources: PubMed, Embase, and Web of Science. Study selection: We included studies documenting associations between self-reported and biospecimen-confirmed substance use among adolescents (12–18 years) and TAY (19–26 years) published 1990–2020. Data extraction: Three authors extracted relevant data using a template and assessed bias risk using a modified JBI Critical Appraisal Tool. Results: We screened 1523 titles and abstracts, evaluated 73 full texts for eligibility, and included 28 studies. Most studies examined urine (71.4%) and hair (32.1%) samples. Self-report retrospective recall period varied from past 24 h to lifetime use. Agreement between self-report and biospecimen results were low to moderate and were higher with rapidly metabolized substances (e.g., amphetamines) and when shorter retrospective recall periods were applied. Frequently encountered sources of potential bias included use of non-validated self-report measures and failure to account for confounding factors in the association between self-reported and biospecimen-confirmed use. Limitations: Study heterogeneity prevented a quantitative meta-analysis. Studies varied in retrospective recall periods, biospecimen processing, and use of validated self-report measures. Conclusions: Associations between self-reported and biospecimen-confirmed substance use are low to moderate and are higher for shorter recall periods and for substances with rapid metabolism. Future studies should employ validated self-report measures and include demographically diverse samples.
- Research Article
97
- 10.1158/1055-9965.1068.13.6
- Jun 1, 2004
- Cancer Epidemiology, Biomarkers & Prevention
Objective: To assess the reliability and validity of self-reported opium use in a rural Iranian population at high risk for esophageal cancer in preparation for a large cohort study. Method: 1,057 subjects ages 33 to 84 years were recruited from Gonbad city and three surrounding villages in Golestan province of Iran and completed a questionnaire and provided biological samples. The history and duration of using opium, smoking tobacco, chewing nass, and drinking alcohol were measured by questionnaire in the entire cohort. A subgroup of 130 people was reinterviewed after 2 months to assess reliability. Validity of the opium question was assessed by comparing the questionnaire responses with the presence of codeine and morphine in the urine of 150 selected subjects. Results: Self-reported opiate use is reliable and valid in this population. The reliability of ever opium use and duration of opium use had κ's of 0.96 and 0.74, respectively. The validity of self-reported opium use was also high. Using urine codeine or morphine as the gold standard for use of opium, self-report had a sensitivity of 0.93 and a specificity of 0.89. Conclusions: The self-reported use of opium can provide a reliable and valid measurement in this population and will be useful for studying associations between opium use and occurrence of esophageal cancer and other diseases.
- Research Article
5
- 10.1080/10852352.2019.1617522
- May 27, 2019
- Journal of Prevention & Intervention in the Community
An inverse relationship exists between self-reported religiousness and substance use. However, we question whether religious culture impacts the veracity of self-reported substance use. The primary aim of this study of low-income pregnant women in South Central Appalachia was to determine the accuracy of self-reported substance use in pregnant women as well as to determine whether there were differences in use rates and/or differences in the degree to which women would accurately report substance use depending on their religiousness. Self-reported use and toxicology screening results taken from a larger prospective, longitudinal, smoking cessation study were compared for five substances (cannabinoids [marijuana or other cannabinoids], benz/barb/sed [including benzodiazepines, barbiturates, or any sedative], opioids [including heroin, methadone or other medication-assisted treatment medications, or other opiates], crack/cocaine [crack or cocaine], and meth/amph [including methamphetamine or any other amphetamine]). Women who attend church frequently reported lower rates of substance use than infrequent or nonattenders, as did women who rated themselves as high in intrinsic religiosity (IR), although the difference between high and low groups is less extreme for IR as opposed to attendance. Women who attended church frequently were far less likely to report use or to have use confirmed than any of the other groups including those high in IR. Rates of positive toxicology screens did not differ statistically across religiousness groupings, but the pattern of proportionally fewer positive toxicology results was seen in frequent attenders but not in women self-reporting as high IR. Women’s tendency to underreport substance use was unrelated to religiousness variables, indicating underreporting is not necessarily driving this difference in reported substance use.
- Research Article
45
- 10.1176/ps.48.3.353
- Mar 1, 1997
- Psychiatric Services
This study used laboratory tests to identify current drug and alcohol users among psychotic patients seeking treatment in an urban psychiatric emergency room. Rates of clinician-suspected use and self-reported use were compared, as were treatment and disposition of users and nonusers. Logistic regression modeling was used to identify factors that differentiated current substance users from nonusers in a sample of 112 psychotic patients. Laboratory analyses revealed that 24 of the 112 psychotic patients (21 percent) had used alcohol or an illegal substance before visiting the emergency room. Younger age, male gender, African-American ethnicity, clinician-suspected substance use, and presentation in the emergency room between 7 p.m. and 7 a.m. were associated with a higher likelihood of positive results on the urine test. Only five of the patients who had positive results (21 percent) self-reported substance use. Clinicians suspected that 59 patients (53 percent) were under the influence; however, only 17 of those suspected (29 percent) had positive laboratory results. Patients with positive laboratory results required more intense care in the psychiatric emergency room and were more often hospitalized. Some demographic and clinical factors were associated with concurrent substance use among psychotic patients in the emergency room. Clinicians' suspicions of use in this sample of psychotic patients lacked specificity due to the fact that potential use was suspected in a large number of cases for which laboratory results were negative. In contrast, self-reported use was uncommon among patients with positive results. Because neither clinician judgment nor patient self-report meaningfully predicts current substance use, routine urine drug screens may be appropriate.
- Research Article
- 10.4103/jigims.jigims_36_24
- Dec 26, 2024
- Journal of Indira Gandhi Institute of Medical Sciences
Background: Medical education in India has been one of the toughest professional courses. A student away from home has full independence to try new things. Addictive substances are one of them. Objective: The objective of this study was to estimate the prevalence and correlates of self-reported substance use in the last 6 months among apparently healthy undergraduate medical students. Materials and Methods: A cross-sectional analytical study was carried out at a tertiary care hospital and medical college located in Faridabad, Haryana, among medical undergraduates admitted between 2018 and 2021. Two hundred and twenty-four students were approached using stratified random sampling. Stratification was done according to the year of admission of students. Self-reported use of any substance in the last 6 months was the outcome variable. Results: The prevalence of self-reported substance use in the last 6 months among the medical undergraduate students was 27.2% (95% confidence interval [CI]: 21.7–33.3). Alcohol was used by majority (91.9%; 95% CI: 83.2–96.9%), and tobacco use was reported by 38.7% (95% CI: 27.3–51.1%); maximum among prefinal-year students (45.5%). The prevalence of any substance use was higher among those who had a history of use of alcohol in family (58.3% [95% CI: 44.3–72.2]) and those who used any type of substance before joining undergraduate medical course (80% [95% CI: 55.6–94.0]). Conclusion: More than one-fourth of students self-reported the use of any substance use. The pocket money obtained by students, their family history of use of alcohol, and male sex were determinants of substance use.
- Research Article
4
- 10.1155/2023/3923793
- Dec 22, 2023
- Mental Illness
Background. Substance use is prevalent among patients with mental illness in low- and middle-income countries, including Tanzania. This heightened prevalence not only increases the risk of developing mental disorders and substance use disorders but also contributes to poor treatment outcomes for these patients. Despite these concerns, the current prevalence of substance use and its associated factors in this population remains unclear in Tanzania. Therefore, this study is aimed at determining the 12-month period prevalence of self-reported substance use and associated factors among patients with mental illness. Methods. We conducted a cross-sectional analytical study among patients with mental illness at Muhimbili National Hospital in Dar es Salaam, Tanzania. Respondents were selected using a systematic random sampling technique. Data on self-reported substance use were collected using the World Health Organization’s (WHO) alcohol, smoking, and substance involvement screening test (ASSIST) V3.0. IBM SPSS version 25 was employed for data analysis, utilizing frequencies and percentages to determine the prevalence of self-reported substance use. The study employed bivariate and multiple logistic regression analyses to investigate the association between patient characteristics and self-reported substance use, with statistical significance set at apvalue of < 0.05. Results. A total of 364 patients were enrolled in the study, with 215 (59.1%) being male and a mean (SD) age of 35.57 (±9.01) years. Among the participants, 119 (32.7%) reported substance use. The most commonly used substances were alcohol (21.7%), tobacco (19.8%), and cannabis (12.9%). Factors significantly associated with self-reported substance use included younger age (AOR: 1.829; 95% CI: 1.112, 3.010;p=0.017), male gender (AOR: 2.346; 95% CI: 1.397, 3.939;p=0.001), positive family history of mental illness (AOR: 2.247; 95% CI: 1.364, 3.701;p=0.001), and a family history of substance use (AOR: 3.804; 95% CI: 2.305, 6.276;p<0.001). Conclusions. A significant proportion, amounting to one-third of patients, reported substance use, highlighting the imperative need for targeted measures within this population. The implementation of routine substance use screening programs for patients with mental illness is crucial, alongside gender-sensitive and age-specific interventions. Consideration of patients’ family history of mental illness and substance use should be an integral part of these measures.
- Research Article
8
- 10.1186/s12888-024-05561-1
- Feb 16, 2024
- BMC psychiatry
BackgroundThe prevalence and burden of substance and opium use have increased worldwide over the past decades. In light of rapid population changes in Tehran, we aimed to evaluate the prevalence of opium and other substance use among adult residents in Tehran, Iran.MethodFrom March 2016 to March 2019, we utilized data from 8 296 participants in the Tehran Cohort Study recruitment phase (TeCS). We calculated the age-sex-weighted prevalence of substance use and the geographic distribution of substance use in Tehran. We also used logistic regression analysis to determine possible determinants of opium use.ResultWe analyzed data from 8 259 eligible participants with complete substance use data and the average age of participants was 53.7 ± 12.75 years. The prevalence of substance use was 5.6% (95% confidence interval [CI]: 4.6- 7.1%). Substance use was more common in males than females (Prevalence: 10.5% [95% CI: 8.6- 12.6%] vs. 0.5% [95% CI: 0.2- 1.2%], respectively). The age-sex weighted prevalence of substance use was 5.4% (95% CI: 4.6-7.1%). Moreover, opium was the most frequently used substance by 95.8% of substance users. Additionally, we found that male gender (Odds ratio [OR]: 12.1, P < 0.001), alcohol intake (OR: 1.3, P = 0.016), and smoking (OR: 8.5, P < 0.001) were independently associated with opium use.ConclusionsWe found that the prevalence of substance use in Tehran was 5.6%, and opium was the most frequently used substance. In addition, male gender, lower levels of education, alcohol, and tobacco consumption are the main risk factors for substance use in Tehran. Healthcare providers and policymakers can utilize our results to implement preventive strategies to minimize substance use in Tehran.
- Research Article
14
- 10.1080/00952990.2023.2164931
- Jan 2, 2023
- The American journal of drug and alcohol abuse
Background: Accurate drug use identification through subjective self-report and toxicological biosample (hair) analysis are necessary to determine substance use sequelae in youth. Yet consistency between self-reported substance use and robust, toxicological analysis in a large sample of youth is understudied. Objectives: We aim to assess concordance between self-reported substance use and hair toxicological analysis in community-based adolescents. Methods: Hair results by LC-MS/MS and GC-MS/MS and self-reported past-year substance use from an Adolescent Brain Cognitive Development (ABCD) Study subsample (N = 1,390; ages 9–13; 48% female) were compared. The participants were selected for hair selection through two methods: high scores on a substance risk algorithm selected 93%; 7% were low-risk, randomly selected participants. Kappa coefficients the examined concordance between self-report and hair results. Results: 10% of youth self-reported any past-year substance use (e.g. alcohol, cannabis, nicotine, and opiates), while a mostly non-overlapping 10% had hair results indicating recent substance use (cannabis, alcohol, non-prescription amphetamines, cocaine, nicotine, opiates, and fentanyl). In randomly selected low-risk cases, 7% were confirmed positive in hair. Combining methods, 19% of the sample self-reported substance use and/or had a positive hair sample. Kappa coefficient of concordance between self-report and hair results was low (kappa = 0.07; p = .007). Conclusions: Hair toxicology identified substance use in high-risk and low-risk ABCD cohort subsamples. Given low concordance between hair results and self-report, reliance on either method alone would incorrectly categorize 9% as non-users. Multiple methods for characterizing substance use history in youth improves accuracy. Larger representative samples are needed to assess the prevalence of substance use in youth.
- Research Article
11
- 10.1128/spectrum.00138-21
- Sep 15, 2021
- Microbiology Spectrum
ABSTRACTCigarettes and opium contain chemicals and particulate matter that may modify the oral microbiota. This study aimed to investigate the association between cigarette and opium use with the oral microbiota. A total of 558 participants were recruited from Iran between 2011 and 2015. Individuals were categorized as never cigarette nor opium users, ever cigarette-only smokers, ever opium-only users, and ever both cigarette and opium users. Participants provided saliva samples for 16S rRNA gene sequencing. Logistic regression, microbiome regression-based kernel association test (MiRKAT), and zero-inflated beta regression models were calculated. For every increase in 10 observed amplicon sequence variants (ASVs), the odds for being a cigarette-only smoker, opium-only user, and both user compared to never users decreased by 9% (odds ratio [OR] = 0.91; 95% confidence interval [95% CI] = 0.86 to 0.97), 13% (OR = 0.87; 95% CI = 0.75 to 1.01), and 12% (OR = 0.88; 95% CI = 0.80 to 0.96), respectively. The microbial communities differed by cigarette and opium use as indicated by MiRKAT models testing the three beta-diversity matrices (P < 0.05 for all). Three genera were less likely and one genus was more likely to be detected in cigarette-only smokers or opium-only users than in never users. The relative abundance of the phylum Actinobacteria (never, 14.78%; both, 21.20%) was higher and the phyla Bacteroidetes (never, 17.63%; both, 11.62%) and Proteobacteria (never, 9.06%; both, 3.70%) were lower in users of both cigarettes and opium, while the phylum Firmicutes (never, 54.29%; opium, 65.49%) was higher in opium-only users. Cigarette and opium use was associated with lower alpha-diversity, overall oral microbiota community composition, and both the presence and relative abundance of multiple taxa.IMPORTANCE Cigarette smoking and opium use are associated with periodontal disease caused by specific bacteria such as Porphyromonas gingivalis, which suggests a link between cigarette smoking and opium use and the oral microbiota. Alterations of the oral microbiota in cigarette smokers compared to nonsmokers have been reported, but this has not been studied across diverse populations. Additionally, the association of opium use with the oral microbiota has not been investigated to date. We conducted this study to investigate differences in the oral microbiota between ever users of cigarettes only, opium only, and both cigarettes and opium and never users of cigarettes and opium in Iran. Lower alpha-diversity, distinct overall oral microbial communities, and the presence and relative abundance of multiple taxa have been found for users of cigarettes and/or opium.
- Research Article
41
- 10.1002/mpr.1350
- Feb 27, 2012
- International Journal of Methods in Psychiatric Research
An accurate assessment of substance use is necessary to make a correct psychiatric diagnosis and to provide appropriate treatment. This study uses meta-analysis to establish the strength of the association between self-reported substance use and the results of laboratory substance assay including the testing for specific substances and screening for any substance use in psychiatric hospitals and in community mental health settings. A systematic search for published studies was supplemented by additional data required for meta-analysis provided by several researchers in this field. Using random-effects meta-analysis, we calculated the pooled estimate of the odds ratio of a positive substance assay in patients reporting use or non-use of substances and estimated the sensitivity, specificity, positive predictive value and negative predictive value. Twenty-six studies met the inclusion criteria. Very strong associations were found between self-reported use and positive tests for cannabis [N = 11 studies, odds ratio (OR) = 22.3; 95% confidence interval (CI) = 10.1-49.1], amphetamines (N = 8, OR = 26.6; 95% CI = 7.9-88.9), cocaine (N = 8, OR = 39.7; 95% CI = 16.2-97.2) and opiates (N = 7, OR = 83.5; 95% CI = 26.7-260.7). Strong associations were found between self-reported use of any substance and positive substance screening (N = 15, OR = 7.2, 95% CI = 3.6-14.1) and tests for alcohol use (N = 5, OR = 8.5; 95% CI = 2.5-28.4). Screening for any substance use had a sensitivity of 61% and a specificity of 66%. Testing for individual substances was specific but lacked sensitivity. Screening has the potential to detect clinically relevant substances that would not be reported by the patient, whereas testing for a specific substance has little advantage over self-report. The sensitivity of the substance assay might be improved by obtaining a sample at the earliest opportunity. Consideration should be given to the increased use of substance screening in general adult mental health settings because it could improve the accuracy of psychiatric diagnosis and increase the likelihood of patients receiving treatment for substance use disorders.
- Research Article
4
- 10.1590/1517-869220172306163303
- Dec 1, 2017
- Revista Brasileira de Medicina do Esporte
Introduction: Doping control is an important means for preventing the use of illegal substances and methods in sports. Objective: This study investigated the self-reported use of illegal substances among young Brazilian students in the Youth School Games, the main sporting event among school-aged athletes in Brazil with almost 2 million students during all the phases. Methods: Cross-sectional study with athletes of the Youth School Games 2006 aged 14-17 years. The subjects were randomly selected and completed an anonymous questionnaire about substances use. Chi-square test was used for comparison of proportions between different variables on self-reported use of substances. Univariate and multivariate analyzes and logistic regression were performed. Results: Among the 402 athletes (aged 14-17) who volunteered to participate, the results showed high prevalence of alcohol (35.8%), nutritional supplements (39.1%), and tobacco (5.4%). Regarding illegal drugs and doping, 1.7% reported the use of stimulants, 2.2% illicit drugs, 0.5% anabolic steroids, and 1.7% hormones and other similar substances. Moreover, a different use of stimulants was found (especially Judo and Table tennis), medications (especially Judo and Chess) and dietary supplements (especially Swimming and Judo, with over 50% reported use). Conclusion: The present study suggests that the use of substances among young athletes is similar to the results found among adult Olympic athletes as per International Olympic Committee and World Anti-Doping Agency, especially regarding the use of dietary supplements, anabolic steroids, and stimulants according to data collected by other studies. We consider that the findings of the present work indicate the need for specific efforts to monitor, prevent, and control use of substances among school athletes in big events and competitions, such as this research on doping in the Youth School Games.
- Research Article
116
- 10.1016/0306-4603(95)00086-0
- Sep 1, 1996
- Addictive Behaviors
Perception of friends' use of alcohol, cigarettes, and marijuana among urban schoolchildren: A longitudinal analysis
- Research Article
2
- 10.15288/jsad.23-00004
- Oct 3, 2023
- Journal of Studies on Alcohol and Drugs
Underreporting of substance use is a frequent concern about studies based on self-report, but few robust studies have examined the agreement between different methods for capturing self-reported substance use. The current study therefore used repeated measures to compare self-reported substance use using (a) clinician interviewers and (b) self-administered computerized surveys in a sample that included both inpatients and community residents. Adults age 18 years and older with problematic substance use were recruited from the community or an inpatient addiction treatment facility. At baseline (N = 588), 3-month (n = 469), and 6-month (n = 476) interviews, participants were asked whether they used alcohol, cannabis, cocaine, heroin, and prescription painkillers by two methods: semi-structured, clinician-administered interview, and computerized self-administered questionnaire. Agreement between these two methods was investigated using Cohen's kappa coefficient. Multivariable logistic regression assessed differences in the odds of discordance between the two measures by recruitment source, gender, age, race/ethnicity, employment status, marital status, and level of education. There was moderate-to-strong agreement between clinician-administered and self-administered surveys for alcohol (kappa = .70-.88), cannabis (kappa = .87-.92), cocaine (kappa = .81-.89), and heroin (kappa = .90-.92). However, there was only weak-to-moderate agreement for nonmedical use of prescription painkillers (kappa = .55-.71), with the self-administered questionnaire capturing a higher prevalence of use (percent difference = 2.4%). Clinician interviewers and self-administered surveys were shown to capture similar rates of self-reported use of alcohol, cannabis, cocaine, and heroin. Surveys assessing nonmedical prescription opioid use may benefit from using self-administered questionnaires.
- Research Article
- 10.18502/bccr.v16i3.19693
- Sep 17, 2025
- Basic & Clinical Cancer Research
- Research Article
- 10.18502/bccr.v16i3.19694
- Sep 17, 2025
- Basic & Clinical Cancer Research
- Research Article
- 10.18502/bccr.v16i3.19692
- Sep 17, 2025
- Basic & Clinical Cancer Research
- Research Article
- 10.18502/bccr.v16i3.19695
- Sep 17, 2025
- Basic & Clinical Cancer Research
- Research Article
- 10.18502/bccr.v15i2.18731
- May 25, 2025
- Basic & Clinical Cancer Research
- Research Article
- 10.18502/bccr.v15i4.18746
- May 25, 2025
- Basic & Clinical Cancer Research
- Research Article
- 10.18502/bccr.v16i1.18750
- May 25, 2025
- Basic & Clinical Cancer Research
- Research Article
- 10.18502/bccr.v15i4.18748
- May 25, 2025
- Basic & Clinical Cancer Research
- Research Article
- 10.18502/bccr.v15i4.18744
- May 25, 2025
- Basic & Clinical Cancer Research
- Research Article
- 10.18502/bccr.v15i4.18745
- May 25, 2025
- Basic & Clinical Cancer Research
- Ask R Discovery
- Chat PDF
AI summaries and top papers from 250M+ research sources.