Rolf Weitkunat’s research while affiliated with Université de Fribourg and other places

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Publications (129)


Evolution of conceptualization of perceived dependence for the ABOUT-Dependence Measure.
Item characteristic curves (ICC) for the extent of use domain across different tobacco and nicotine products (TNPs) once the item (subtest) was split to account for Differential Item Functioning (DIF). DIF was accounted for by estimating separate subtest parameters for some TNPs.
Development and initial validation of a new self-report measure to assess perceived dependence on tobacco and nicotine products
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May 2024

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How nicotine is administered has evolved from cigarettes to various delivery systems. Assessing perceived dependence on nicotine-containing products now requires accounting for product specificity while allowing comparisons across products and users. This study aims to develop a new self-report measure to assess perceived dependence on tobacco and nicotine products (TNPs) among exclusive and poly-TNP users. A draft version of the new measure, the ABOUT-Dependence, was constructed based on literature review, qualitative research, and expert opinion. Data for scale formation and psychometric assessment was obtained through a US-based web survey (n = 2334) that included additional dependence measures for convergent validity assessment. Qualitative research confirmed a preliminary conceptual framework with seven sub-concepts. Following a cognitive debriefing, 19 items were considered to best represent the different sub-concepts. Psychometric findings supported a three-domain structure [i.e., behavioral impact (five items), signs and symptoms (five items), and extent/timing of use (two items)] and an overall total composite score. The data confirmed convergent and known-group validity, as well as test–retest reliability. The ABOUT-Dependence is a 12-item, psychometrically sound, self-report measure that may be used as a tool for research and further understanding of perceived dependence across the spectrum of TNP and TNP users.

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Number of THS sticks and/or cigarettes reported per day in different main product use categories 1
Potential predictors of adoption of the Tobacco Heating System by U.S. adult smokers: An actual use study

July 2021

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43 Reads

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4 Citations

Background: This was a pre-market, observational, actual use study with the Tobacco Heating System (THS), a candidate modified risk tobacco product. The main goal of the study was to describe THS adoption within current adult daily smokers by replicating the usage of THS in real-world conditions with participants being able to consume cigarettes, THS, and any other nicotine-containing products (e.g., e-cigarettes, cigars, etc.) ad libitum . Methods: This study assessed self-reported stick-by-stick consumption of THS compared with the use of commercial cigarettes over six weeks. The aim of the analysis was to identify potential predictors for adoption of THS using stepwise logistic regression analysis. Results: By the end of the observational period (in Week 6), 14.6% of participants (n=965) had adopted THS meaning that THS formed 70% or more of their total tobacco consumption. The main predictors of adoption were the liking of the smell, taste, aftertaste, and ease of use of THS. The proportion of adoption was higher in participants aged 44 years and older and in Hispanic or Latino adult smokers. Additionally, adoption of THS was more likely in participants who had never attempted to quit smoking and in participants who smoked up to 10 cigarettes per day. Finally, the adoption of THS was higher in participants who consumed both regular and menthol THS compared with those who consumed only one THS variant. Conclusions: The findings suggest that the introduction of THS in the U.S. has the potential to result in adoption by current adult smokers who would otherwise continue to smoke cigarettes, and that the adoption of THS is unlikely to result in an increase of tobacco consumption. Post-marketing studies will provide further insights on THS adoption and THS use patterns to allow assessment of the impact of the THS at the individual and the overall population level.


Addressing traceability of self-reported dependence measurement through the use of crosswalks

May 2021

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215 Reads

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9 Citations

Measurement

Measurement in the social sciences has been characterized by deficient justification and underdeveloped conceptual theories. Instruments supposed to measure the same measurand typically do not provide comparable measurements. From the perspective of metrological traceability, the state of affairs has thus been unsatisfactory. Today, better instruments can be developed as psychometrics provides tools for invariant measurement (Rasch measurement theory), where measurements are justifiable, linear, and sample-independent. Different instruments can be linked to a common metric of the measurand by means of co-calibration of item parameters. Such linkages, referred to as crosswalks, are an important and practically useful contribution to traceability, when common references have not been developed, yet. The measurement of dependence on tobacco and/or nicotine-containing products through self-report instruments illustrates the limitations of traditional measurement, how they can be overcome by new instrument development, and how a network of crosswalks with existing legacy instruments can be established.


The 13 Models-Publications and Support
Theoretical Adverse and Beneficial Effects of Introducing an MRTP With F-Factors of F for MRTP Use and G for Dual Use
Estimating the Population Health Impact of Recently Introduced Modified Risk Tobacco Products: A Comparison of Different Approaches

June 2020

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122 Reads

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20 Citations

Nicotine & Tobacco Research

Introduction: Various approaches have been used to estimate the population health impact of introducing a Modified Risk Tobacco Product (MRTP). Aims and methods: We aimed to compare and contrast aspects of models considering effects on mortality that were known to experts attending a meeting on models in 2018. Results: Thirteen models are described, some focussing on e-cigarettes, others more general. Most models are cohort-based, comparing results with or without MRTP introduction. They typically start with a population with known smoking habits and then use transition probabilities either to update smoking habits in the "null scenario" or joint smoking and MRTP habits in an "alternative scenario". The models vary in the tobacco groups and transition probabilities considered. Based on aspects of the tobacco history developed, the models compare mortality risks, and sometimes life-years lost and health costs, between scenarios. Estimating effects on population health depends on frequency of use of the MRTP and smoking, and the extent to which the products expose users to harmful constituents. Strengths and weaknesses of the approaches are summarized. Conclusions: Despite methodological differences, most modellers have assumed the increase in risk of mortality from MRTP use, relative to that from cigarette smoking, to be very low and have concluded that MRTP introduction is likely to have a beneficial impact. Further model development, supplemented by preliminary results from well-designed epidemiological studies, should enable more precise prediction of the anticipated effects of MRTP introduction. Implications: There is a need to estimate the population health impact of introducing modified risk nicotine-containing products for smokers unwilling or unable to quit. This paper reviews a variety of modeling methodologies proposed to do this, and discusses the implications of the different approaches. It should assist modelers in refining and improving their models, and help toward providing authorities with more reliable estimates.


Biomarkers of Potential Harm
Baseline Demographic Characteristics by Randomization Group
Geometric Mean (95% CI) of Biomarkers of Potential Harm-Per-Protocol Population
Favorable Changes in Biomarkers of Potential Harm to Reduce the Adverse Health Effects of Smoking in Smokers Switching to the Menthol Tobacco Heating System 2.2 for 3 Months (Part 2)

April 2020

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77 Reads

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49 Citations

Nicotine & Tobacco Research

Introduction: Tobacco Heating System (THS) 2.2, a candidate modified-risk tobacco product, aims at offering an alternative to cigarettes for smokers while substantially reducing the exposure to harmful and potentially harmful constituents found in cigarette smoke. Methods: One hundred and sixty healthy adult US smokers participated in this randomized, three-arm parallel group, controlled clinical study. Subjects were randomized in a 2:1:1 ratio to menthol Tobacco Heating System 2.2 (mTHS), menthol cigarette, or smoking abstinence for 5 days in confinement and 86 subsequent ambulatory days. Endpoints included biomarkers of exposure to harmful and potentially harmful constituents (reported in our co-publication, Part 1) and biomarkers of potential harm (BOPH). Results: Compliance (protocol and allocated product exposure) was 51% and 18% in the mTHS and smoking abstinence arms, respectively, on day 90. Nonetheless, favorable changes in BOPHs of lipid metabolism (total cholesterol and high- and low-density cholesterol), endothelial dysfunction (soluble intercellular adhesion molecule-1), oxidative stress (8-epi-prostaglandin F2α), and cardiovascular risk factors (eg, high-sensitivity C-reactive protein) were observed in the mTHS group. Favorable effects in other BOPHs, including ones related to platelet activation (11-dehydrothromboxane B2) and metabolic syndrome (glucose), were more pronounced in normal weight subjects. Conclusions: The results suggest that the reduced exposure demonstrated when switching to mTHS is associated with overall improvements in BOPHs, which are indicative of pathomechanistic pathways underlying the development of smoking-related diseases, with some stronger effects in normal weight subjects. Implications: Switching to mTHS was associated with favorable changes for some BOPHs indicative of biological pathway alterations (eg, oxidative stress and endothelial dysfunction). The results suggest that switching to mTHS has the potential to reduce the adverse health effects of smoking and ultimately the risk of smoking-related diseases. Switching to mTHS for 90 days led to reductions in a number of biomarkers of exposure in smokers, relative to those who continued smoking cigarettes, which were close to those observed when stopping smoking (reported in our co-publication, Part 1). Initial findings suggest reduced levels of 8-epi-prostaglandin F2α and intercellular adhesion molecule 1, when switching to mTHS for 90 days. These changes are comparable to what is observed upon smoking cessation. In normal weight subjects, additional favorable changes were seen in 11-dehydrothromboxane B2, fibrinogen, homocysteine, hs-CRP, percentage of predicted forced expiratory volume in 1 second, systolic blood pressure, diastolic blood pressure, glucose, high-density lipoprotein, apolipoprotein A1, and triglycerides. Trial registration: NCT01989156.


Figure 2. Biomarkers of exposure mTHS:mCC ratios (%) and 95% confidence intervals at day 5 (dark gray) and day 90 (light gray)-PP population. 4-ABP = 4-aminobiphenyl; CEMA = 2-cyanoethylmercapturic acid; COHb = carboxyhemoglobin; Creat = creatinine; 2-HEMA = 2-hydroxyethylmercapturic acid; 3-HMPMA = 3-hydroxy-1-methylpropylmercapturic acid; 3-HPMA = 3-hydroxypropylmercapturic acid; mCC = menthol cigarette; MHBMA = monohydroxybutenyl mercapturic acid; mTHS = Tobacco Heating System 2.2 Menthol; 1-NA = 1-aminonaphtalene; 2-NA = 2-aminonaphthalene; NEQ = nicotine equivalent; Total NNAL = total 4-(methylnitrosamino)-1-(3-pyridyl)-1-butanol; Total NNN = total N-nitrosonornicotine; 3-OH-B[a]P = 3-hydroxy-benzo[a]pyrene; Total 1-OHP = total 1-hydroxypyrene; o-tol = o-toluidine; PP = per-protocol; SA = smoking abstinence; S-PMA = S-phenylmercapturic acid.
Baseline Characteristics by Randomization Group
Geometric Mean (95% CI) of Primary (*) and Secondary Endpoints-PP Population
Reduction in Exposure to Selected Harmful and Potentially Harmful Constituents Approaching Those Observed Upon Smoking Abstinence in Smokers Switching to the Menthol Tobacco Heating System 2.2 for 3 Months (Part 1)

April 2020

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96 Reads

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71 Citations

Nicotine & Tobacco Research

Introduction: The Tobacco Heating System (THS) is a "heat-not-burn" tobacco product designed to generate significantly lower levels of harmful and potentially harmful constituents (HPHCs) and present lower risk of harm than cigarettes. This study assessed the exposure reduction to selected HPHCs in smokers switching to menthol Tobacco Heating System (mTHS) 2.2 compared with smokers continuing smoking menthol cigarettes (mCCs) and smoking abstinence (SA) for 5 days in a confined setting, followed by an 86-day ambulatory period. Methods: A total of 160 healthy adult US smokers participated in this randomized, three-arm parallel group, controlled clinical study. Biomarkers of exposure to 16 HPHCs were measured in blood and 24-hour urine. Safety was monitored throughout the study. Information was also gathered on product evaluation, product use, subjective effects, and clinical risk markers (co-publication Part 2). Results: Nicotine uptake was comparable in both exposure groups (mTHS:mCC ratio of 96% on day 90). On day 5, biomarker of exposure levels to other HPHCs were reduced by 51%-96% in the mTHS group compared with the mCC group, and these reductions were sustained for most biomarkers of exposure over ambulatory period. After 90 days of use, the level of satisfaction with mTHS and suppression of urge to smoke were comparable to mCC. Conclusion: Switching from mCCs to mTHS significantly reduced the exposure to HPHCs to levels approaching those observed in subjects who abstained from smoking for the duration of the study. Implications: This study compared the impact of switching to mTHS on biomarkers of exposure, relative to continued smoking or SA. Clinical significance: Trial registration: NCT01989156 (ClinicalTrials.gov).


Using the “Uniform Scale” to facilitate meta-analysis where exposure variables are qualitative and vary between studies – methodology, examples and software

January 2020

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23 Reads

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2 Citations

Meta-analyses often combine covariate-adjusted effect estimates (odds ratios or relative risks) and confidence intervals relating a specified endpoint to a given exposure. Standard techniques are available to do this where the exposure is a simple presence/absence variable, or can be expressed in defined units. However, where the definition of exposure is qualitative and may vary between studies, meta-analysis is less straightforward. We introduce a new “Uniform Scale” approach allowing expression of effect estimates in a consistent manner, comparing individuals with the most and least possible exposure. In 2008, we presented methodology and made available software to obtain estimates for specific pairwise comparisons of exposure, such as any versus none, where the source paper provides estimates for multiple exposure categories, expressed relative to a common reference group. This methodology takes account of the correlation between the effect estimates for the different levels. We have now extended our software, available in Excel, SAS and R, to obtain effect estimates per unit of exposure, whether the exposure is defined or is to be expressed in the “Uniform Scale”. Examples of its use are presented.


Measurement properties of the translations of instruments evaluating the subjective effects of tobacco- and nicotine-containing products: a systematic review of the literature

December 2019

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54 Reads

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1 Citation

Background: Several instruments are widely used for assessing dependence, craving, withdrawal symptoms, and reinforcing effects in users of tobacco- and nicotine-containing products (TNP), including the Fagerström Test for Nicotine Dependence (FTND), Questionnaire of Smoking Urges, original (QSU) and brief (QSU-b) versions; Minnesota Nicotine Withdrawal Scale, original (MNWS) and revised (MNWS-R) versions; and Cigarette Evaluation Questionnaire, original (CEQ) and modified (mCEQ) versions. Although these instruments have been translated extensively, their translations and corresponding measurement properties have not been systematically assessed. This study aimed to (1) identify the translations of these instruments for which psychometric properties have been published, (2) describe the methods used for translation, and (3) describe the measurement properties and the context in which these translations were evaluated (e.g., target population and TNP used). Methods: Embase and MEDLINE databases were systematically searched. Results: While no information could be found for the CEQ/mCEQ, several translations were available for the remaining instruments: FTND, 25; QSU and QSU-b, 4 each; QSU (12-item version), 1; MNWS, 4; and MNWS-R, 1. Cigarette smokers represented the main target population in which the validation studies were conducted. Information about the translation process was reported for 25 translations. In most cases, the properties of the translations mirrored those of the originals. Differential item functioning was explored in only one case. Conclusions: There are few publications describing the measurement properties of the translations of the FTND, QSU/QSU-b, and MNWS/MNWS-R. None of these translations have been validated for TNPs other than cigarettes, which suggests the need for greater development and validation of instruments in this area.


Figure 1. Conversion of the ABOUT-Dependence raw score (composite score) into the FTND raw score via a common linear metric.
Addressing traceability in social measurement: establishing a common metric for dependence

November 2019

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81 Reads

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2 Citations

Journal of Physics Conference Series

Measurement in the social sciences is characterised by a multitude of incompatible paradigms, most of which fail to adhere to fundamental principles of measurement explicated in metrology. This has led to a fragmentation of instruments that are hard to interpret and lack a common reference. Rasch measurement theory, the metrological framework of the Rasch model, combined with strong substantive theories of the measurand, has the potential to advance measurement in the social sciences significantly. The Rasch model establishes a reference standard with a common unit of measurement against which different instruments can be calibrated ensuring traceability in social measurement. Uncertainty in the calibration process is addressed by a standard error of measurement for a specific estimate taking into account that precision varies over the continuum of the measurand. A strong substantive theory of the measurand allows for concrete predictions that can be tested empirically with positive evidence supporting accuracy. We exemplify the potential of the Rasch model by developing the ABOUT-Dependence, a new instrument for the measurement of dependence on tobacco- and nicotine-containing products (TNP). The instrument provides comparable measurements of dependence on different TNPs as well as dependence on multiple TNPs used concurrently. A co-calibration of the new instrument and existing, product-specific instruments allows for a conversion of scores of existing instruments into scores on the new instrument, and vice versa, via the established equal-unit reference scale. The score comparability adds to traceability in the measurement of dependence, is likely to facilitate the acceptance of the new instrument, and helps avoid a discontinuity in the research of dependence.


Using data on snus use in Sweden to compare different modelling approaches to estimate the population health impact of introducing a smoke-free tobacco product

October 2019

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368 Reads

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6 Citations

BMC Public Health

Background: We have developed an approach for modelling the health impact of introducing new smoke-free tobacco products. We wished to compare its estimates with those of alternative approaches, when applied to snus, used in Sweden for many years. Methods: Modelling was restricted to men aged 30-79 years for 1980-2009 and to four smoking-related diseases. Mortality data were extracted for Sweden and other European countries. Published data provided Swedish prevalence estimates for combinations of never/former/current smoking and snus use, and smoking prevalence estimates for other European countries. Approach 1 compares mortality in Sweden and in other countries with a smoking prevalence similar to Sweden's prevalence of combined smoking/snus use. Approaches 2 and 3 compare mortality in Sweden with hypothetical mortality had snus users smoked. Approach 3 uses our health impact model, individuals starting with the tobacco prevalence of Sweden in 1980. Tobacco histories during 30-year follow-up were then estimated using transition probabilities, with risk derived using a negative exponential model. Approach 2 uses annual tobacco prevalence estimates coupled with estimates of relative risk of current and former smokers regardless of history. The main applications of Approaches 2 and 3 assume that only smoking affects mortality, though sensitivity analyses using Approach 3 allow for risk to vary in snus users and dual users. Results: Using Approach 2, estimated mortality increases in Sweden in 1980-2009 had snus not been introduced were: lung cancer 8786; COPD 1781; IHD 10,409; stroke 1720. The main Approach 3 estimates were similar (7931, 1969; 12,501; 1901). They decreased as risk in snus users and dual users increased. Approach 1 estimates differed wildly (77,762, 32,538; 77,438; 76,946), remaining very different following correction for differences between Sweden and the comparison countries in non-smoking-related disease mortality. Conclusions: Approach 1 is unreliable, accounting inadequately for non-tobacco factors affecting mortality. Approaches 2 and 3 provide reasonably similar approximate estimates of the mortality increase had snus not been available, but have differing advantages and disadvantages. Only Approach 3 considers tobacco history, but develops histories using tobacco transition probabilities, which is possibly less reliable than using estimated tobacco prevalences at each follow-up year.


Citations (61)


... The Center for Tobacco Products requires information to assess the potential impact of a new product on current tobacco user behaviors, including who uses the product, how the product is used, and the effects of its use on the use of other tobacco products. Various study designs can be employed to provide this information, including randomized clinical trials, longitudinal cohort studies, and actual use studies (AUS) [3,[9][10][11][12][13][14][15]. ...

Reference:

Designing Studies to Inform Tobacco Harm Reduction: Learnings From an Oral Nicotine Pouch Actual Use Pilot Study
Potential predictors of adoption of the Tobacco Heating System by U.S. adult smokers: An actual use study

... Thus, for each level of perceived dependence, the most likely response to each item provides a detailed characterization of the degree of dependence perceived by a respondent. In addition, the ABOUT-Dependence index allows for consolidation of the ABOUT-Dependence measure and existing product-specific measures by providing crosswalks that bridge the metrics of different measures 62 . ...

Addressing traceability of self-reported dependence measurement through the use of crosswalks

Measurement

... In this research, we use a validated Agent-Based Population Model (ABM) as previously described [14][15][16] which projects future cigarette prevalence and all-cause mortality beginning in the year 2000. The ABM begins by initializing a hypothetical population of 2.81 million agents (1/100th of the year 2000 U.S. population) that is representative of the U.S. population for age, sex and tobacco use status. ...

Estimating the Population Health Impact of Recently Introduced Modified Risk Tobacco Products: A Comparison of Different Approaches

Nicotine & Tobacco Research

... HTPs are formed by electronic devices that heat tobacco to approximately 350 °C but do not combust, thus decreasing the generation of the toxic and carcinogenic products of CT by 90-95% (61). In a study that analysed different toxic biomarkers of tobacco, it was concluded that patients who switched to HTPs reached levels similar to those who definitively ceased tobacco use (62). Moreover, HTPs contain tobacco, so they are more acceptable to smokers than ECs. ...

Reduction in Exposure to Selected Harmful and Potentially Harmful Constituents Approaching Those Observed Upon Smoking Abstinence in Smokers Switching to the Menthol Tobacco Heating System 2.2 for 3 Months (Part 1)

Nicotine & Tobacco Research

... In clinical studies among smokers who switched exclusively to HTP use, this reduced aerosol toxicant yield was manifested as reductions in a number of biomarkers of exposure [31,58,60,[62][63][64][65][66][67][68]. Furthermore, and consistent with the reductions in toxicological impact, these exposure reductions were associated with beneficial changes in biomarkers of potential harm among switching smokers [58,60,65,[69][70][71][72], which themselves are indicators of future disease risk. Overall, therefore, it is generally considered that HTPs such as glo can support THR among current smokers who exclusively switch to their use by reducing exposure and consequently reducing disease risk. ...

Favorable Changes in Biomarkers of Potential Harm to Reduce the Adverse Health Effects of Smoking in Smokers Switching to the Menthol Tobacco Heating System 2.2 for 3 Months (Part 2)

Nicotine & Tobacco Research

... Conversely, if one category of serum 25(OH)D from an original cohort covered >1 category in our meta-analysis, we assigned the RR of that category by its median. For studies in which the reference category was not the highest one, we recalculated the RRs assuming the highest category as reference according to the method by Hamling [22,23]. Compared with the highest category (!50 nmol/L), the pooled RRs and 95% CIs of primary and secondary outcomes for all other categories of serum 25(OH)D were estimated using random-effects models [15]. ...

Using the “Uniform Scale” to facilitate meta-analysis where exposure variables are qualitative and vary between studies – methodology, examples and software
  • Citing Article
  • January 2020

... The clinical characteristics of the patients were assessed before and after 2 weeks of intervention using the Heaviness of Smoking Index (HSI), Fagerström Test for Nicotine Dependence (FTND), Minnesota Tobacco Withdrawal Symptoms Scale (MNWS), and short questionnaire on cigarette craving (QSU-Brief) [35,36]. The HSI measures the severity of tobacco use; the FTND focuses more on an individual's dependence on nicotine and is the most widely used; the MNWS pays closer attention to the severity of nicotine withdrawal symptoms during cessation, including the intensity of symptoms such as anxiety and depression; the QSU-Brief primarily addresses the intensity and nature of a smoker's craving, including a strong desire for smoking and the anticipated positive effects, as well as relief from tension, unease, and other negative emotions [37]. ...

Measurement properties of the translations of instruments evaluating the subjective effects of tobacco- and nicotine-containing products: a systematic review of the literature
  • Citing Article
  • December 2019

... Fit to demanding measurement models may be highly prized in some quarters, but confidence in generalizing the results seems to be lacking. This remains the case despite instances in which the invariance of constructs has been demonstrated repeatedly over samples, over periods of years involving multiple instruments, or across multiple applications of the same instrument [52,100,102,127,148,296,305,328,334]. Exceptions to this pattern focus on developing and deploying adaptively administered item and scale banks [19,285,319,326,353], and self-scoring forms interpretable in measurement terms at the point of use [28,34,72,165,179,201,204,274,325,342,344,351]. ...

Addressing traceability in social measurement: establishing a common metric for dependence

Journal of Physics Conference Series

... Here, we approach the same problem using a different framework, first described by Weitkunat et al. (2015), known as the Population Health Impact Model (PHIM). This approach has been used to estimate reductions in mortality associated with uptake of reduced risk tobacco products in the US (Lee et al. 2017), Japan (Lee et al. 2018) and Sweden (Djurdjevic et al. 2019). The partial hindcasting approach of PHIM limits uncertainty regarding the future. ...

Using data on snus use in Sweden to compare different modelling approaches to estimate the population health impact of introducing a smoke-free tobacco product

BMC Public Health

... In clinical studies among smokers who switched exclusively to HTP use, this reduced aerosol toxicant yield was manifested as reductions in a number of biomarkers of exposure [31,58,60,[62][63][64][65][66][67][68]. Furthermore, and consistent with the reductions in toxicological impact, these exposure reductions were associated with beneficial changes in biomarkers of potential harm among switching smokers [58,60,65,[69][70][71][72], which themselves are indicators of future disease risk. Overall, therefore, it is generally considered that HTPs such as glo can support THR among current smokers who exclusively switch to their use by reducing exposure and consequently reducing disease risk. ...

Effects of Switching to a Heat-Not-Burn Tobacco Product on Biologically Relevant Biomarkers to Assess a Candidate Modified Risk Tobacco Product: A Randomized Trial

Cancer Epidemiology Biomarkers & Prevention