Tobacco-Related Carcinoma
Conditions
Brief summary
This clinical trial evaluates how the content of waterpipe (WP) tobacco affects the appeal, puffing behavior, and toxicity of WP tobacco smoking. The data from the proposed study will provide direct links between WP tobacco's primary additives (sugars and humectants), CO and nicotine biomarkers, smoker preferences, perceptions of harm and puffing behaviors, and the subsequent range of toxicant exposures associated with these additives and behaviors. Study outcomes include waterpipe puffing behaviors, exhaled carbon monoxide levels, nicotine uptake, spirometry, sensory perceptions, smoking appeal, and risk perception. Waterpipe tobacco smoking is often the first combustible tobacco product tried by adolescents and young adults, possibly due to the widespread availability of heavily sweetened waterpipe tobacco and the perception that waterpipe smoking is a safer alternative to cigarette smoking. However, waterpipe tobacco smoking is associated with lung disease, carbon monoxide poisoning, and precursor conditions for oral and other cancers in adolescents and young adults. There is currently little data available on how the primary additives (by weight) in waterpipe tobacco affect puffing behaviors, toxicant exposures, pulmonary function and appeal. This clinical trial uses established waterpipe tobacco smokers, four investigational tobacco products with precisely manipulated levels of humectants and natural sugars in a single-blind, crossover (repeated measures) study design to determine how waterpipe tobacco additives effect human puffing behavior, nicotine uptake, flavor perceptions, lung function, and biomarkers of exposure.
Detailed description
Currently there are no regulations governing the content of WP tobacco. Because mandated changes in tobacco content may lead to unintended consequences that ultimately result in public health declines, human use behaviors must be well understood prior to implementing regulatory product standards. The proposed study will include preparing and characterizing the content of 4 investigational tobacco products (ITPs) (Aim 1); characterizing the mainstream smoke toxicant emissions from machine smoking the 4 ITPs using a single, established puffing regimen (Aim 2); measuring human puffing behavior, general harm and specific health risk and flavor perceptions, lung function, and biomarkers of exposure in a group of established WP smokers smoking the 4 ITPs in the laboratory (Aim 3), and estimating toxicant exposure ranges using machine smoking and puffing regimens derived from the human laboratory testing (Aim 4). The clinical trial (Aim 3) will focus on using a group of established adult and young adult WP smokers, a cross-over study design, CO and nicotine biomarkers, spirometry, cutting edge psychophysical measurement tools, and risk perception instruments to map the relationship between sensory experiences and preferences of sweetness and flavor to specific additive content in WP tobacco that affect these experiences, preferences, acute health effects, and toxicant exposures. Study subjects will participate in a series of 4 clinic sessions, each visit separated by at least a week, in which they smoke one of 4 tobacco preparations (single-blind) using a research grade waterpipe in a randomly assigned sequence in a smoking room with sufficiently controlled ventilation rate to keep ambient air CO levels below 25 ppm. Exhaled CO, whole blood samples and spirometry measures will be collected before and immediately after the smoking session. Taste perceptions, liking/disliking, and risk perceptions will be determined via questionnaires before, during, and after smoking.
Interventions
Ancillary studies
Smoke waterpipe tobacco
Sponsors
Study design
Eligibility
Inclusion criteria
* Sufficient understanding of consent form and study procedures * Age 21-50 years old * Experienced WP smokers defined as having smoked a WP at least 3 times per month in the last month * Willing/able to abstain from nicotine product use for at least 12 hours prior to the laboratory visits * Willing to attend four laboratory sessions at the same time of day lasting approximately 3 hours (h) each * Read and speak English
Exclusion criteria
* Evident intoxication on any visit * Exhaled breath CO \> 10 ppm * Pregnancy (known or suspected), trying to become pregnant, breastfeeding, unwillingness to use contraception for the duration of the study * Significant smoking-related disease (by history) * Any of the following in the past 30 days (self-report): * Uncontrolled asthma or asthma that is worse than usual * Severe respiratory allergies, such as wheezing, coughing, shortness of breath when exposed to known allergens * Acute upper or lower respiratory illnesses like the flu, common cold, or pneumonia * Any other serious lung infection or disease, such as tuberculosis, cystic fibrosis, or lung cancer * Hospitalization for difficulty breathing * Currently engaging in a WP tobacco smoking quit attempt
Design outcomes
Primary
| Measure | Time frame | Description |
|---|---|---|
| Change in Exhaled Breath Carbon Monoxide (CO) | Approximately 30 to 90 minutes | Change from baseline exhaled breath carbon monoxide (boost). CO was collected before and immediately after each smoking session with a handheld electrochemical cell. |
| Change in Plasma Nicotine | Approximately 30 to 90 minutes | Change from baseline plasma nicotine (boost): Whole blood was collected before and immediately after each smoking session, separated, and plasma layer transferred and stored at -80 °C until analysis for nicotine according to validated methods using LC-MS/MS. |
| Change in Forced Vital Capacity (FVC) | Approximately 30 to 90 minutes | Spirometer measurements will be collected - change in forced vital capacity (FVC) (post-pre). |
| Change in Forced Expiratory Volume in 1 Second (FEV1) | Approximately 30 to 90 minutes | Spirometer measurements will be collected - change in forced expiratory volume in 1 second (FEV1) (post-pre) |
| Change in FEV1/FVC; The Ratio of the Forced Expiratory Volume in the First One Second to the Forced Vital Capacity of the Lungs. | Approximately 30 to 90 minutes | Spirometer measurements will be collected - change in FEV1/FVC, the ratio of the forced expiratory volume in the first one second to the forced vital capacity of the lungs (post-pre). |
| Change in Peak Expiratory Flow (PEF) | Approximately 30 to 90 minutes | Spirometer measurements will be collected - change in peak expiratory flow (PEF) (post-pre). |
| Change in Forced Expiratory Flow at 25-75% of FVC | Approximately 30 to 90 minutes | Spirometer measurements will be collected - change in forced expiratory flow at 25-75% of FVC (post-pre). |
| Tobacco Use History | Baseline | Ever use of tobacco products, assessed at the first study visit |
| Nicotine Dependence (HONC) | Baseline | Hooked on Nicotine Checklist (HONC) comprised of 10 Yes or No questions, assessed on the first study visit. Scores range from 0 to 10 with higher scores indicating greater nicotine dependence. |
| Nicotine Dependence (LWDS) | Baseline | Lebanese Waterpipe Dependence Scale (LWDS) comprised of twelve questions and assessed on the first study visit. LWDS values range from 0 to 36 where higher sores indicate greater nicotine dependence. |
| General Harm and Health Risk Perceptions | Post Smoking Session | Assessed using harm/health risk perceptions questionnaire. General harm is rated after the smoking session on a scale from 0 (no harm) to 10 (extreme harm) with higher scores indicating a greater perceived harm/health risk. |
| Subjective Effects of Smoking Tobacco | Post Smoking Session | Direct Effects of Tobacco scale; the scale for each effect ranges from 0 (not at all) to 100 (extremely) with higher ratings indicating a greater effect of the tobacco. |
| Change in Subjective Effects of Smoking Tobacco - Direct Effects of Nicotine | Approximately 30 to 90 minutes | Change in Direct Effects of Nicotine scale from baseline (post - pre). The scale for each effect ranges from 0 (not at all) to 100 (extremely) with higher ratings indicating a greater effect of the tobacco. |
| Change in Subjective Effects of Smoking Tobacco (QSU) | Approximately 30 to 90 minutes | Change from baseline Questionnaire for Urges to Smoke (post - pre). This is a 10-item measure where participants rate smoking-related items on a 6-point Likert scale ranging from 1 (strongly disagree) to 6 (strongly agree). Items are collapsed into two previously identified factors (Factor 1: strong desire and intention to smoke; Factor 2: anticipation of relief from withdrawal symptoms). Scores are calculated by summing the items and range from 5 to 30 with higher scores indicating greater urge to smoke. |
| Change in Nicotine Withdrawal Assessment (MNWS) | Approximately 30 to 90 minutes | Change from baseline using Waterpipe-modified Minnesota Withdrawal Scale (post - pre). The scale ranges from 0 (not at all) to 100 (extremely) with higher total numbers meaning greater withdrawal symptoms. |
| Tobacco Flavor Perception (gLMS) | Post Smoking Session | To determine the relative intensity of specific flavors, e.g., sweetness, the general version of the Labeled Magnitude Scale (gLMS) was used post-smoking session. The scale ranges from 0 to 100 where higher scores indicate that the perception is stronger. |
| Tobacco Flavors Perception, Degree of Liking or Disliking (LHS) | Post Smoking Session | To assess the degree of liking or disliking of flavors, will use the Labeled Hedonic Scale (LHS) to collect ratio-level data on the magnitude of liking and disliking of sensation post-smoking session. Scores range from 0 to 100 with higher scores indicating greater liking. |
| Puffing Topography - Puff Volume | Up to 60 minutes | Puff volume measured continuously during the smoking session using the research-grade waterpipe. |
| Puffing Topography - Puff Duration | Up to 60 minutes | Puff duration measured continuously during the smoking session using the research-grade waterpipe. |
| Puffing Topography - Flow Rate | Up to 60 minutes | Puffing average flow rate measured continuously during the smoking session using the research-grade waterpipe. |
| Puffing Topography - Peak Flow Rate | Up to 60 minutes | Puffing peak flow rate measured continuously during the smoking session using the research-grade waterpipe. |
| Puffing Topography - Interpuff Interval | Up to 60 minutes | Interpuff interval measured continuously during the smoking session using the research-grade waterpipe. |
Countries
United States
Participant flow
Participants by arm
| Arm | Count |
|---|---|
| Overall Population Population of randomized participants who fully completed at least one study visit | 51 |
| Total | 51 |
Withdrawals & dropouts
| Period | Reason | FG000 |
|---|---|---|
| Overall Study | Difficult Blood Draw | 3 |
| Overall Study | Lost to Follow-up | 3 |
| Overall Study | Withdrawal by Subject | 3 |
Baseline characteristics
| Characteristic | Overall Population |
|---|---|
| Age, Continuous | 27.55 years STANDARD_DEVIATION 4.27 |
| Age when first tried Waterpipe | 18.69 years STANDARD_DEVIATION 4.47 |
| Race (NIH/OMB) American Indian or Alaska Native | 0 Participants |
| Race (NIH/OMB) Asian | 7 Participants |
| Race (NIH/OMB) Black or African American | 19 Participants |
| Race (NIH/OMB) More than one race | 2 Participants |
| Race (NIH/OMB) Native Hawaiian or Other Pacific Islander | 0 Participants |
| Race (NIH/OMB) Unknown or Not Reported | 5 Participants |
| Race (NIH/OMB) White | 18 Participants |
| Sex: Female, Male Female | 23 Participants |
| Sex: Female, Male Male | 28 Participants |
Adverse events
| Event type | EG000 affected / at risk | EG001 affected / at risk | EG002 affected / at risk | EG003 affected / at risk |
|---|---|---|---|---|
| deaths Total, all-cause mortality | 0 / 47 | 0 / 46 | 0 / 46 | 0 / 48 |
| other Total, other adverse events | 0 / 47 | 0 / 46 | 0 / 46 | 0 / 48 |
| serious Total, serious adverse events | 0 / 47 | 0 / 46 | 0 / 46 | 0 / 48 |
Outcome results
Change in Exhaled Breath Carbon Monoxide (CO)
Change from baseline exhaled breath carbon monoxide (boost). CO was collected before and immediately after each smoking session with a handheld electrochemical cell.
Time frame: Approximately 30 to 90 minutes
| Arm | Measure | Value (MEAN) | Dispersion |
|---|---|---|---|
| High Humectant, High Sweetness | Change in Exhaled Breath Carbon Monoxide (CO) | 80.1 ppm | Standard Deviation 76.9 |
| High Humectant, Medium Sweetness | Change in Exhaled Breath Carbon Monoxide (CO) | 40.8 ppm | Standard Deviation 28.5 |
| Medium Humectant, High Sweetness | Change in Exhaled Breath Carbon Monoxide (CO) | 62.5 ppm | Standard Deviation 49.5 |
| Medium Humectant, Medium Sweetness | Change in Exhaled Breath Carbon Monoxide (CO) | 45.5 ppm | Standard Deviation 31.1 |
Change in FEV1/FVC; The Ratio of the Forced Expiratory Volume in the First One Second to the Forced Vital Capacity of the Lungs.
Spirometer measurements will be collected - change in FEV1/FVC, the ratio of the forced expiratory volume in the first one second to the forced vital capacity of the lungs (post-pre).
Time frame: Approximately 30 to 90 minutes
Population: Spirometry was not collected at the end of the session for 1 participant during their medium humectant, high sweetness study visit.
| Arm | Measure | Value (MEAN) | Dispersion |
|---|---|---|---|
| High Humectant, High Sweetness | Change in FEV1/FVC; The Ratio of the Forced Expiratory Volume in the First One Second to the Forced Vital Capacity of the Lungs. | 0.01 ratio | Standard Deviation 0.05 |
| High Humectant, Medium Sweetness | Change in FEV1/FVC; The Ratio of the Forced Expiratory Volume in the First One Second to the Forced Vital Capacity of the Lungs. | -0.01 ratio | Standard Deviation 0.04 |
| Medium Humectant, High Sweetness | Change in FEV1/FVC; The Ratio of the Forced Expiratory Volume in the First One Second to the Forced Vital Capacity of the Lungs. | -0.01 ratio | Standard Deviation 0.06 |
| Medium Humectant, Medium Sweetness | Change in FEV1/FVC; The Ratio of the Forced Expiratory Volume in the First One Second to the Forced Vital Capacity of the Lungs. | -0.01 ratio | Standard Deviation 0.08 |
Change in Forced Expiratory Flow at 25-75% of FVC
Spirometer measurements will be collected - change in forced expiratory flow at 25-75% of FVC (post-pre).
Time frame: Approximately 30 to 90 minutes
Population: Spirometry was not collected at the end of the session for 1 participant during their medium humectant, high sweetness study visit.
| Arm | Measure | Value (MEAN) | Dispersion |
|---|---|---|---|
| High Humectant, High Sweetness | Change in Forced Expiratory Flow at 25-75% of FVC | 0.05 L/s | Standard Deviation 0.14 |
| High Humectant, Medium Sweetness | Change in Forced Expiratory Flow at 25-75% of FVC | -0.03 L/s | Standard Deviation 0.14 |
| Medium Humectant, High Sweetness | Change in Forced Expiratory Flow at 25-75% of FVC | 0.0001 L/s | Standard Deviation 0.16 |
| Medium Humectant, Medium Sweetness | Change in Forced Expiratory Flow at 25-75% of FVC | -0.01 L/s | Standard Deviation 0.23 |
Change in Forced Expiratory Volume in 1 Second (FEV1)
Spirometer measurements will be collected - change in forced expiratory volume in 1 second (FEV1) (post-pre)
Time frame: Approximately 30 to 90 minutes
Population: Spirometry was not collected at the end of the session for 1 participant during their medium humectant, high sweetness study visit.
| Arm | Measure | Value (MEAN) | Dispersion |
|---|---|---|---|
| High Humectant, High Sweetness | Change in Forced Expiratory Volume in 1 Second (FEV1) | -0.05 Liters | Standard Deviation 0.37 |
| High Humectant, Medium Sweetness | Change in Forced Expiratory Volume in 1 Second (FEV1) | -0.06 Liters | Standard Deviation 0.22 |
| Medium Humectant, High Sweetness | Change in Forced Expiratory Volume in 1 Second (FEV1) | -0.02 Liters | Standard Deviation 0.29 |
| Medium Humectant, Medium Sweetness | Change in Forced Expiratory Volume in 1 Second (FEV1) | -0.002 Liters | Standard Deviation 0.33 |
Change in Forced Vital Capacity (FVC)
Spirometer measurements will be collected - change in forced vital capacity (FVC) (post-pre).
Time frame: Approximately 30 to 90 minutes
Population: Spirometry was not collected at the end of the session for 1 participant during their medium humectant, high sweetness study visit.
| Arm | Measure | Value (MEAN) | Dispersion |
|---|---|---|---|
| High Humectant, High Sweetness | Change in Forced Vital Capacity (FVC) | -0.11 Liters | Standard Deviation 0.44 |
| High Humectant, Medium Sweetness | Change in Forced Vital Capacity (FVC) | -0.03 Liters | Standard Deviation 0.26 |
| Medium Humectant, High Sweetness | Change in Forced Vital Capacity (FVC) | 0.02 Liters | Standard Deviation 0.16 |
| Medium Humectant, Medium Sweetness | Change in Forced Vital Capacity (FVC) | 0.05 Liters | Standard Deviation 0.33 |
Change in Nicotine Withdrawal Assessment (MNWS)
Change from baseline using Waterpipe-modified Minnesota Withdrawal Scale (post - pre). The scale ranges from 0 (not at all) to 100 (extremely) with higher total numbers meaning greater withdrawal symptoms.
Time frame: Approximately 30 to 90 minutes
| Arm | Measure | Group | Value (MEAN) | Dispersion |
|---|---|---|---|---|
| High Humectant, High Sweetness | Change in Nicotine Withdrawal Assessment (MNWS) | Urges to Smoke a Waterpipe | -15.64 score on a scale | Standard Deviation 26.68 |
| High Humectant, High Sweetness | Change in Nicotine Withdrawal Assessment (MNWS) | Difficulty Concentrating | -5.72 score on a scale | Standard Deviation 19.01 |
| High Humectant, High Sweetness | Change in Nicotine Withdrawal Assessment (MNWS) | Craving a Waterpipe/Nicotine | -15.55 score on a scale | Standard Deviation 26.68 |
| High Humectant, High Sweetness | Change in Nicotine Withdrawal Assessment (MNWS) | Irritability/Frustration/Anger | -6.94 score on a scale | Standard Deviation 15.46 |
| High Humectant, High Sweetness | Change in Nicotine Withdrawal Assessment (MNWS) | Impatient | -5.19 score on a scale | Standard Deviation 16.35 |
| High Humectant, High Sweetness | Change in Nicotine Withdrawal Assessment (MNWS) | Restlessness | -4.68 score on a scale | Standard Deviation 18.51 |
| High Humectant, High Sweetness | Change in Nicotine Withdrawal Assessment (MNWS) | Anxious | -5.51 score on a scale | Standard Deviation 16.11 |
| High Humectant, High Sweetness | Change in Nicotine Withdrawal Assessment (MNWS) | Desire for Sweets | -6.23 score on a scale | Standard Deviation 20.27 |
| High Humectant, High Sweetness | Change in Nicotine Withdrawal Assessment (MNWS) | Depression/Feeling Blue | -3.15 score on a scale | Standard Deviation 11.53 |
| High Humectant, High Sweetness | Change in Nicotine Withdrawal Assessment (MNWS) | Hunger | 6.04 score on a scale | Standard Deviation 26.84 |
| High Humectant, High Sweetness | Change in Nicotine Withdrawal Assessment (MNWS) | Drowsiness | -4.38 score on a scale | Standard Deviation 16.61 |
| High Humectant, Medium Sweetness | Change in Nicotine Withdrawal Assessment (MNWS) | Hunger | 6.87 score on a scale | Standard Deviation 24.78 |
| High Humectant, Medium Sweetness | Change in Nicotine Withdrawal Assessment (MNWS) | Drowsiness | -5.83 score on a scale | Standard Deviation 11.58 |
| High Humectant, Medium Sweetness | Change in Nicotine Withdrawal Assessment (MNWS) | Impatient | -3.13 score on a scale | Standard Deviation 11.19 |
| High Humectant, Medium Sweetness | Change in Nicotine Withdrawal Assessment (MNWS) | Craving a Waterpipe/Nicotine | -19.70 score on a scale | Standard Deviation 28.96 |
| High Humectant, Medium Sweetness | Change in Nicotine Withdrawal Assessment (MNWS) | Anxious | -2.65 score on a scale | Standard Deviation 10.47 |
| High Humectant, Medium Sweetness | Change in Nicotine Withdrawal Assessment (MNWS) | Desire for Sweets | -1.85 score on a scale | Standard Deviation 17.83 |
| High Humectant, Medium Sweetness | Change in Nicotine Withdrawal Assessment (MNWS) | Difficulty Concentrating | -2.30 score on a scale | Standard Deviation 10.61 |
| High Humectant, Medium Sweetness | Change in Nicotine Withdrawal Assessment (MNWS) | Depression/Feeling Blue | -2.59 score on a scale | Standard Deviation 7.74 |
| High Humectant, Medium Sweetness | Change in Nicotine Withdrawal Assessment (MNWS) | Restlessness | -5.63 score on a scale | Standard Deviation 17.58 |
| High Humectant, Medium Sweetness | Change in Nicotine Withdrawal Assessment (MNWS) | Irritability/Frustration/Anger | -2.26 score on a scale | Standard Deviation 14.56 |
| High Humectant, Medium Sweetness | Change in Nicotine Withdrawal Assessment (MNWS) | Urges to Smoke a Waterpipe | -25.15 score on a scale | Standard Deviation 27.8 |
| Medium Humectant, High Sweetness | Change in Nicotine Withdrawal Assessment (MNWS) | Depression/Feeling Blue | -3.24 score on a scale | Standard Deviation 12.43 |
| Medium Humectant, High Sweetness | Change in Nicotine Withdrawal Assessment (MNWS) | Urges to Smoke a Waterpipe | -17.02 score on a scale | Standard Deviation 27.51 |
| Medium Humectant, High Sweetness | Change in Nicotine Withdrawal Assessment (MNWS) | Irritability/Frustration/Anger | -2.17 score on a scale | Standard Deviation 10.28 |
| Medium Humectant, High Sweetness | Change in Nicotine Withdrawal Assessment (MNWS) | Anxious | -2.85 score on a scale | Standard Deviation 12.81 |
| Medium Humectant, High Sweetness | Change in Nicotine Withdrawal Assessment (MNWS) | Difficulty Concentrating | -4.46 score on a scale | Standard Deviation 16.99 |
| Medium Humectant, High Sweetness | Change in Nicotine Withdrawal Assessment (MNWS) | Restlessness | -0.13 score on a scale | Standard Deviation 13.45 |
| Medium Humectant, High Sweetness | Change in Nicotine Withdrawal Assessment (MNWS) | Hunger | 5.48 score on a scale | Standard Deviation 20.38 |
| Medium Humectant, High Sweetness | Change in Nicotine Withdrawal Assessment (MNWS) | Impatient | -2.17 score on a scale | Standard Deviation 19.07 |
| Medium Humectant, High Sweetness | Change in Nicotine Withdrawal Assessment (MNWS) | Craving a Waterpipe/Nicotine | -14.17 score on a scale | Standard Deviation 30.12 |
| Medium Humectant, High Sweetness | Change in Nicotine Withdrawal Assessment (MNWS) | Drowsiness | -3.74 score on a scale | Standard Deviation 16.36 |
| Medium Humectant, High Sweetness | Change in Nicotine Withdrawal Assessment (MNWS) | Desire for Sweets | -2.15 score on a scale | Standard Deviation 11.32 |
| Medium Humectant, Medium Sweetness | Change in Nicotine Withdrawal Assessment (MNWS) | Hunger | 5.31 score on a scale | Standard Deviation 21.76 |
| Medium Humectant, Medium Sweetness | Change in Nicotine Withdrawal Assessment (MNWS) | Desire for Sweets | -1.98 score on a scale | Standard Deviation 16.84 |
| Medium Humectant, Medium Sweetness | Change in Nicotine Withdrawal Assessment (MNWS) | Drowsiness | -1.17 score on a scale | Standard Deviation 12.37 |
| Medium Humectant, Medium Sweetness | Change in Nicotine Withdrawal Assessment (MNWS) | Restlessness | -2.88 score on a scale | Standard Deviation 13.89 |
| Medium Humectant, Medium Sweetness | Change in Nicotine Withdrawal Assessment (MNWS) | Difficulty Concentrating | -5.27 score on a scale | Standard Deviation 20.12 |
| Medium Humectant, Medium Sweetness | Change in Nicotine Withdrawal Assessment (MNWS) | Anxious | -2.88 score on a scale | Standard Deviation 14.83 |
| Medium Humectant, Medium Sweetness | Change in Nicotine Withdrawal Assessment (MNWS) | Depression/Feeling Blue | -2.71 score on a scale | Standard Deviation 10.06 |
| Medium Humectant, Medium Sweetness | Change in Nicotine Withdrawal Assessment (MNWS) | Irritability/Frustration/Anger | -5.25 score on a scale | Standard Deviation 17.87 |
| Medium Humectant, Medium Sweetness | Change in Nicotine Withdrawal Assessment (MNWS) | Urges to Smoke a Waterpipe | -20.17 score on a scale | Standard Deviation 26.92 |
| Medium Humectant, Medium Sweetness | Change in Nicotine Withdrawal Assessment (MNWS) | Craving a Waterpipe/Nicotine | -13.13 score on a scale | Standard Deviation 29.38 |
| Medium Humectant, Medium Sweetness | Change in Nicotine Withdrawal Assessment (MNWS) | Impatient | -1.92 score on a scale | Standard Deviation 18.8 |
Change in Peak Expiratory Flow (PEF)
Spirometer measurements will be collected - change in peak expiratory flow (PEF) (post-pre).
Time frame: Approximately 30 to 90 minutes
Population: Spirometry was not collected at the end of the session for 1 participant during their medium humectant, high sweetness study visit.
| Arm | Measure | Value (MEAN) | Dispersion |
|---|---|---|---|
| High Humectant, High Sweetness | Change in Peak Expiratory Flow (PEF) | -0.33 Liters / second | Standard Deviation 1.12 |
| High Humectant, Medium Sweetness | Change in Peak Expiratory Flow (PEF) | -0.38 Liters / second | Standard Deviation 1.05 |
| Medium Humectant, High Sweetness | Change in Peak Expiratory Flow (PEF) | -0.41 Liters / second | Standard Deviation 1.03 |
| Medium Humectant, Medium Sweetness | Change in Peak Expiratory Flow (PEF) | -0.33 Liters / second | Standard Deviation 1.27 |
Change in Plasma Nicotine
Change from baseline plasma nicotine (boost): Whole blood was collected before and immediately after each smoking session, separated, and plasma layer transferred and stored at -80 °C until analysis for nicotine according to validated methods using LC-MS/MS.
Time frame: Approximately 30 to 90 minutes
Population: Participants who attended their study visit and were able to provide a plasma sample
| Arm | Measure | Value (MEAN) | Dispersion |
|---|---|---|---|
| High Humectant, High Sweetness | Change in Plasma Nicotine | 5.1 ng/mL | Standard Deviation 3.7 |
| High Humectant, Medium Sweetness | Change in Plasma Nicotine | 8.3 ng/mL | Standard Deviation 8.4 |
| Medium Humectant, High Sweetness | Change in Plasma Nicotine | 6.9 ng/mL | Standard Deviation 6.2 |
| Medium Humectant, Medium Sweetness | Change in Plasma Nicotine | 8.8 ng/mL | Standard Deviation 8.7 |
Change in Subjective Effects of Smoking Tobacco - Direct Effects of Nicotine
Change in Direct Effects of Nicotine scale from baseline (post - pre). The scale for each effect ranges from 0 (not at all) to 100 (extremely) with higher ratings indicating a greater effect of the tobacco.
Time frame: Approximately 30 to 90 minutes
Population: Data is missing for 1 participant from the High Humectant, High Sweetness and Medium Humectant, Medium Sweetness arms as they declined to respond to the pre-smoking survey items.
| Arm | Measure | Group | Value (MEAN) | Dispersion |
|---|---|---|---|---|
| High Humectant, High Sweetness | Change in Subjective Effects of Smoking Tobacco - Direct Effects of Nicotine | Nauseous | 0.33 score on a scale | Standard Deviation 9.45 |
| High Humectant, High Sweetness | Change in Subjective Effects of Smoking Tobacco - Direct Effects of Nicotine | Dizzy | 0.96 score on a scale | Standard Deviation 9.72 |
| High Humectant, High Sweetness | Change in Subjective Effects of Smoking Tobacco - Direct Effects of Nicotine | Lightheaded | 6.80 score on a scale | Standard Deviation 13.95 |
| High Humectant, High Sweetness | Change in Subjective Effects of Smoking Tobacco - Direct Effects of Nicotine | Nervous | -2.13 score on a scale | Standard Deviation 5.96 |
| High Humectant, High Sweetness | Change in Subjective Effects of Smoking Tobacco - Direct Effects of Nicotine | Sweaty | 0.28 score on a scale | Standard Deviation 6.9 |
| High Humectant, High Sweetness | Change in Subjective Effects of Smoking Tobacco - Direct Effects of Nicotine | Headache | -0.93 score on a scale | Standard Deviation 14.04 |
| High Humectant, High Sweetness | Change in Subjective Effects of Smoking Tobacco - Direct Effects of Nicotine | Excessive Salivation | 3.15 score on a scale | Standard Deviation 11.08 |
| High Humectant, High Sweetness | Change in Subjective Effects of Smoking Tobacco - Direct Effects of Nicotine | Heart Pounding | 0.30 score on a scale | Standard Deviation 6.15 |
| High Humectant, High Sweetness | Change in Subjective Effects of Smoking Tobacco - Direct Effects of Nicotine | Confused | -0.30 score on a scale | Standard Deviation 2.14 |
| High Humectant, High Sweetness | Change in Subjective Effects of Smoking Tobacco - Direct Effects of Nicotine | Weak | -1.20 score on a scale | Standard Deviation 7.17 |
| High Humectant, Medium Sweetness | Change in Subjective Effects of Smoking Tobacco - Direct Effects of Nicotine | Lightheaded | 0.74 score on a scale | Standard Deviation 13.92 |
| High Humectant, Medium Sweetness | Change in Subjective Effects of Smoking Tobacco - Direct Effects of Nicotine | Confused | -0.76 score on a scale | Standard Deviation 8.39 |
| High Humectant, Medium Sweetness | Change in Subjective Effects of Smoking Tobacco - Direct Effects of Nicotine | Nervous | -2.09 score on a scale | Standard Deviation 9.13 |
| High Humectant, Medium Sweetness | Change in Subjective Effects of Smoking Tobacco - Direct Effects of Nicotine | Sweaty | -1.20 score on a scale | Standard Deviation 8.62 |
| High Humectant, Medium Sweetness | Change in Subjective Effects of Smoking Tobacco - Direct Effects of Nicotine | Headache | -1.48 score on a scale | Standard Deviation 18.86 |
| High Humectant, Medium Sweetness | Change in Subjective Effects of Smoking Tobacco - Direct Effects of Nicotine | Excessive Salivation | -0.67 score on a scale | Standard Deviation 13.21 |
| High Humectant, Medium Sweetness | Change in Subjective Effects of Smoking Tobacco - Direct Effects of Nicotine | Weak | 0.39 score on a scale | Standard Deviation 10.36 |
| High Humectant, Medium Sweetness | Change in Subjective Effects of Smoking Tobacco - Direct Effects of Nicotine | Heart Pounding | 0.02 score on a scale | Standard Deviation 9.07 |
| High Humectant, Medium Sweetness | Change in Subjective Effects of Smoking Tobacco - Direct Effects of Nicotine | Nauseous | -0.07 score on a scale | Standard Deviation 11.98 |
| High Humectant, Medium Sweetness | Change in Subjective Effects of Smoking Tobacco - Direct Effects of Nicotine | Dizzy | 0.89 score on a scale | Standard Deviation 13.17 |
| Medium Humectant, High Sweetness | Change in Subjective Effects of Smoking Tobacco - Direct Effects of Nicotine | Heart Pounding | 0.20 score on a scale | Standard Deviation 5.95 |
| Medium Humectant, High Sweetness | Change in Subjective Effects of Smoking Tobacco - Direct Effects of Nicotine | Excessive Salivation | 1.43 score on a scale | Standard Deviation 9.95 |
| Medium Humectant, High Sweetness | Change in Subjective Effects of Smoking Tobacco - Direct Effects of Nicotine | Weak | 1.50 score on a scale | Standard Deviation 10.94 |
| Medium Humectant, High Sweetness | Change in Subjective Effects of Smoking Tobacco - Direct Effects of Nicotine | Nauseous | -0.02 score on a scale | Standard Deviation 13.18 |
| Medium Humectant, High Sweetness | Change in Subjective Effects of Smoking Tobacco - Direct Effects of Nicotine | Nervous | -0.67 score on a scale | Standard Deviation 3.39 |
| Medium Humectant, High Sweetness | Change in Subjective Effects of Smoking Tobacco - Direct Effects of Nicotine | Headache | 1.96 score on a scale | Standard Deviation 13.96 |
| Medium Humectant, High Sweetness | Change in Subjective Effects of Smoking Tobacco - Direct Effects of Nicotine | Confused | 0.28 score on a scale | Standard Deviation 3.89 |
| Medium Humectant, High Sweetness | Change in Subjective Effects of Smoking Tobacco - Direct Effects of Nicotine | Dizzy | 2.57 score on a scale | Standard Deviation 10.24 |
| Medium Humectant, High Sweetness | Change in Subjective Effects of Smoking Tobacco - Direct Effects of Nicotine | Sweaty | 1.09 score on a scale | Standard Deviation 7.31 |
| Medium Humectant, High Sweetness | Change in Subjective Effects of Smoking Tobacco - Direct Effects of Nicotine | Lightheaded | 4.91 score on a scale | Standard Deviation 17.73 |
| Medium Humectant, Medium Sweetness | Change in Subjective Effects of Smoking Tobacco - Direct Effects of Nicotine | Sweaty | 1.51 score on a scale | Standard Deviation 11.37 |
| Medium Humectant, Medium Sweetness | Change in Subjective Effects of Smoking Tobacco - Direct Effects of Nicotine | Heart Pounding | 2.13 score on a scale | Standard Deviation 8.83 |
| Medium Humectant, Medium Sweetness | Change in Subjective Effects of Smoking Tobacco - Direct Effects of Nicotine | Headache | 1.21 score on a scale | Standard Deviation 11.66 |
| Medium Humectant, Medium Sweetness | Change in Subjective Effects of Smoking Tobacco - Direct Effects of Nicotine | Weak | 0.81 score on a scale | Standard Deviation 6.54 |
| Medium Humectant, Medium Sweetness | Change in Subjective Effects of Smoking Tobacco - Direct Effects of Nicotine | Excessive Salivation | 2.81 score on a scale | Standard Deviation 12.65 |
| Medium Humectant, Medium Sweetness | Change in Subjective Effects of Smoking Tobacco - Direct Effects of Nicotine | Dizzy | 2.57 score on a scale | Standard Deviation 11.98 |
| Medium Humectant, Medium Sweetness | Change in Subjective Effects of Smoking Tobacco - Direct Effects of Nicotine | Lightheaded | 4.19 score on a scale | Standard Deviation 14.75 |
| Medium Humectant, Medium Sweetness | Change in Subjective Effects of Smoking Tobacco - Direct Effects of Nicotine | Nervous | 1.23 score on a scale | Standard Deviation 6.85 |
| Medium Humectant, Medium Sweetness | Change in Subjective Effects of Smoking Tobacco - Direct Effects of Nicotine | Nauseous | 2.94 score on a scale | Standard Deviation 13.02 |
| Medium Humectant, Medium Sweetness | Change in Subjective Effects of Smoking Tobacco - Direct Effects of Nicotine | Confused | 0.23 score on a scale | Standard Deviation 3.3 |
Change in Subjective Effects of Smoking Tobacco (QSU)
Change from baseline Questionnaire for Urges to Smoke (post - pre). This is a 10-item measure where participants rate smoking-related items on a 6-point Likert scale ranging from 1 (strongly disagree) to 6 (strongly agree). Items are collapsed into two previously identified factors (Factor 1: strong desire and intention to smoke; Factor 2: anticipation of relief from withdrawal symptoms). Scores are calculated by summing the items and range from 5 to 30 with higher scores indicating greater urge to smoke.
Time frame: Approximately 30 to 90 minutes
Population: 1 participant in the high humectant, medium sweetness arm and 1 participant in the medium humectant, medium sweetness arm declined to provide responses post-smoking.
| Arm | Measure | Group | Value (MEAN) | Dispersion |
|---|---|---|---|---|
| High Humectant, High Sweetness | Change in Subjective Effects of Smoking Tobacco (QSU) | Desire | -7.28 score on a scale | Standard Deviation 6.3 |
| High Humectant, High Sweetness | Change in Subjective Effects of Smoking Tobacco (QSU) | Relief | -2.13 score on a scale | Standard Deviation 3.84 |
| High Humectant, Medium Sweetness | Change in Subjective Effects of Smoking Tobacco (QSU) | Relief | -2.38 score on a scale | Standard Deviation 4.14 |
| High Humectant, Medium Sweetness | Change in Subjective Effects of Smoking Tobacco (QSU) | Desire | -9.16 score on a scale | Standard Deviation 6.63 |
| Medium Humectant, High Sweetness | Change in Subjective Effects of Smoking Tobacco (QSU) | Desire | -7.22 score on a scale | Standard Deviation 6.14 |
| Medium Humectant, High Sweetness | Change in Subjective Effects of Smoking Tobacco (QSU) | Relief | -2.46 score on a scale | Standard Deviation 4.55 |
| Medium Humectant, Medium Sweetness | Change in Subjective Effects of Smoking Tobacco (QSU) | Desire | -7.66 score on a scale | Standard Deviation 6.49 |
| Medium Humectant, Medium Sweetness | Change in Subjective Effects of Smoking Tobacco (QSU) | Relief | -2.23 score on a scale | Standard Deviation 3.96 |
General Harm and Health Risk Perceptions
Assessed using harm/health risk perceptions questionnaire. General harm is rated after the smoking session on a scale from 0 (no harm) to 10 (extreme harm) with higher scores indicating a greater perceived harm/health risk.
Time frame: Post Smoking Session
| Arm | Measure | Value (MEAN) | Dispersion |
|---|---|---|---|
| High Humectant, High Sweetness | General Harm and Health Risk Perceptions | 5.89 score on a scale | Standard Deviation 2.03 |
| High Humectant, Medium Sweetness | General Harm and Health Risk Perceptions | 6.35 score on a scale | Standard Deviation 2.16 |
| Medium Humectant, High Sweetness | General Harm and Health Risk Perceptions | 6.15 score on a scale | Standard Deviation 2.05 |
| Medium Humectant, Medium Sweetness | General Harm and Health Risk Perceptions | 6.13 score on a scale | Standard Deviation 2.19 |
Nicotine Dependence (HONC)
Hooked on Nicotine Checklist (HONC) comprised of 10 Yes or No questions, assessed on the first study visit. Scores range from 0 to 10 with higher scores indicating greater nicotine dependence.
Time frame: Baseline
| Arm | Measure | Value (MEAN) | Dispersion |
|---|---|---|---|
| High Humectant, High Sweetness | Nicotine Dependence (HONC) | 2.16 score on a scale | Standard Deviation 2.61 |
Nicotine Dependence (LWDS)
Lebanese Waterpipe Dependence Scale (LWDS) comprised of twelve questions and assessed on the first study visit. LWDS values range from 0 to 36 where higher sores indicate greater nicotine dependence.
Time frame: Baseline
| Arm | Measure | Value (MEAN) | Dispersion |
|---|---|---|---|
| High Humectant, High Sweetness | Nicotine Dependence (LWDS) | 7.88 score on a scale | Standard Deviation 4.28 |
Puffing Topography - Flow Rate
Puffing average flow rate measured continuously during the smoking session using the research-grade waterpipe.
Time frame: Up to 60 minutes
| Arm | Measure | Value (MEAN) | Dispersion |
|---|---|---|---|
| High Humectant, High Sweetness | Puffing Topography - Flow Rate | 12.11 Liters / Minute | Standard Deviation 4.29 |
| High Humectant, Medium Sweetness | Puffing Topography - Flow Rate | 11.66 Liters / Minute | Standard Deviation 4.5 |
| Medium Humectant, High Sweetness | Puffing Topography - Flow Rate | 11.81 Liters / Minute | Standard Deviation 3.96 |
| Medium Humectant, Medium Sweetness | Puffing Topography - Flow Rate | 11.24 Liters / Minute | Standard Deviation 3.63 |
Puffing Topography - Interpuff Interval
Interpuff interval measured continuously during the smoking session using the research-grade waterpipe.
Time frame: Up to 60 minutes
| Arm | Measure | Value (MEAN) | Dispersion |
|---|---|---|---|
| High Humectant, High Sweetness | Puffing Topography - Interpuff Interval | 21.01 seconds | Standard Deviation 36.65 |
| High Humectant, Medium Sweetness | Puffing Topography - Interpuff Interval | 27.73 seconds | Standard Deviation 53.68 |
| Medium Humectant, High Sweetness | Puffing Topography - Interpuff Interval | 23.69 seconds | Standard Deviation 44.55 |
| Medium Humectant, Medium Sweetness | Puffing Topography - Interpuff Interval | 27.90 seconds | Standard Deviation 48.96 |
Puffing Topography - Peak Flow Rate
Puffing peak flow rate measured continuously during the smoking session using the research-grade waterpipe.
Time frame: Up to 60 minutes
| Arm | Measure | Value (MEAN) | Dispersion |
|---|---|---|---|
| High Humectant, High Sweetness | Puffing Topography - Peak Flow Rate | 14.57 Liters / Minute | Standard Deviation 5.37 |
| High Humectant, Medium Sweetness | Puffing Topography - Peak Flow Rate | 13.93 Liters / Minute | Standard Deviation 5.68 |
| Medium Humectant, High Sweetness | Puffing Topography - Peak Flow Rate | 14.18 Liters / Minute | Standard Deviation 4.92 |
| Medium Humectant, Medium Sweetness | Puffing Topography - Peak Flow Rate | 13.37 Liters / Minute | Standard Deviation 4.56 |
Puffing Topography - Puff Duration
Puff duration measured continuously during the smoking session using the research-grade waterpipe.
Time frame: Up to 60 minutes
| Arm | Measure | Value (MEAN) | Dispersion |
|---|---|---|---|
| High Humectant, High Sweetness | Puffing Topography - Puff Duration | 3.43 seconds | Standard Deviation 1.99 |
| High Humectant, Medium Sweetness | Puffing Topography - Puff Duration | 3.04 seconds | Standard Deviation 1.78 |
| Medium Humectant, High Sweetness | Puffing Topography - Puff Duration | 3.62 seconds | Standard Deviation 2.28 |
| Medium Humectant, Medium Sweetness | Puffing Topography - Puff Duration | 3.19 seconds | Standard Deviation 1.85 |
Puffing Topography - Puff Volume
Puff volume measured continuously during the smoking session using the research-grade waterpipe.
Time frame: Up to 60 minutes
| Arm | Measure | Value (MEAN) | Dispersion |
|---|---|---|---|
| High Humectant, High Sweetness | Puffing Topography - Puff Volume | 0.72 Liters | Standard Deviation 0.48 |
| High Humectant, Medium Sweetness | Puffing Topography - Puff Volume | 0.63 Liters | Standard Deviation 0.46 |
| Medium Humectant, High Sweetness | Puffing Topography - Puff Volume | 0.74 Liters | Standard Deviation 0.52 |
| Medium Humectant, Medium Sweetness | Puffing Topography - Puff Volume | 0.64 Liters | Standard Deviation 0.47 |
Subjective Effects of Smoking Tobacco
Direct Effects of Tobacco scale; the scale for each effect ranges from 0 (not at all) to 100 (extremely) with higher ratings indicating a greater effect of the tobacco.
Time frame: Post Smoking Session
| Arm | Measure | Group | Value (MEAN) | Dispersion |
|---|---|---|---|---|
| High Humectant, High Sweetness | Subjective Effects of Smoking Tobacco | Satisfying | 34.17 score on a scale | Standard Deviation 29.04 |
| High Humectant, High Sweetness | Subjective Effects of Smoking Tobacco | Pleasant | 34.60 score on a scale | Standard Deviation 29.28 |
| High Humectant, High Sweetness | Subjective Effects of Smoking Tobacco | Taste Good | 29.17 score on a scale | Standard Deviation 28.58 |
| High Humectant, High Sweetness | Subjective Effects of Smoking Tobacco | Taste Bad | 45.60 score on a scale | Standard Deviation 33.48 |
| High Humectant, High Sweetness | Subjective Effects of Smoking Tobacco | Make you Dizzy | 10.94 score on a scale | Standard Deviation 15.58 |
| High Humectant, High Sweetness | Subjective Effects of Smoking Tobacco | Calm you Down | 30.21 score on a scale | Standard Deviation 30.69 |
| High Humectant, High Sweetness | Subjective Effects of Smoking Tobacco | Feel Confused | 3.62 score on a scale | Standard Deviation 9.89 |
| High Humectant, High Sweetness | Subjective Effects of Smoking Tobacco | Help you Concentrate | 21.43 score on a scale | Standard Deviation 29.82 |
| High Humectant, High Sweetness | Subjective Effects of Smoking Tobacco | Feel More Awake | 25.66 score on a scale | Standard Deviation 31.31 |
| High Humectant, High Sweetness | Subjective Effects of Smoking Tobacco | Reduce Hunger | 17.89 score on a scale | Standard Deviation 27.8 |
| High Humectant, High Sweetness | Subjective Effects of Smoking Tobacco | Make you Sick | 4.55 score on a scale | Standard Deviation 9.59 |
| High Humectant, High Sweetness | Subjective Effects of Smoking Tobacco | Make you Sleepy | 12.43 score on a scale | Standard Deviation 21.03 |
| High Humectant, High Sweetness | Subjective Effects of Smoking Tobacco | Like to smoke another hookah right now | 25.64 score on a scale | Standard Deviation 30.3 |
| High Humectant, Medium Sweetness | Subjective Effects of Smoking Tobacco | Taste Bad | 56.17 score on a scale | Standard Deviation 33.68 |
| High Humectant, Medium Sweetness | Subjective Effects of Smoking Tobacco | Like to smoke another hookah right now | 13.35 score on a scale | Standard Deviation 21.61 |
| High Humectant, Medium Sweetness | Subjective Effects of Smoking Tobacco | Make you Sick | 7.13 score on a scale | Standard Deviation 16.72 |
| High Humectant, Medium Sweetness | Subjective Effects of Smoking Tobacco | Help you Concentrate | 13.63 score on a scale | Standard Deviation 23.26 |
| High Humectant, Medium Sweetness | Subjective Effects of Smoking Tobacco | Taste Good | 19.00 score on a scale | Standard Deviation 22.53 |
| High Humectant, Medium Sweetness | Subjective Effects of Smoking Tobacco | Satisfying | 27.24 score on a scale | Standard Deviation 26.87 |
| High Humectant, Medium Sweetness | Subjective Effects of Smoking Tobacco | Reduce Hunger | 13.67 score on a scale | Standard Deviation 23.71 |
| High Humectant, Medium Sweetness | Subjective Effects of Smoking Tobacco | Feel More Awake | 12.67 score on a scale | Standard Deviation 20.82 |
| High Humectant, Medium Sweetness | Subjective Effects of Smoking Tobacco | Calm you Down | 22.65 score on a scale | Standard Deviation 27.93 |
| High Humectant, Medium Sweetness | Subjective Effects of Smoking Tobacco | Make you Dizzy | 14.46 score on a scale | Standard Deviation 24.43 |
| High Humectant, Medium Sweetness | Subjective Effects of Smoking Tobacco | Pleasant | 27.07 score on a scale | Standard Deviation 27.94 |
| High Humectant, Medium Sweetness | Subjective Effects of Smoking Tobacco | Make you Sleepy | 12.76 score on a scale | Standard Deviation 21.36 |
| High Humectant, Medium Sweetness | Subjective Effects of Smoking Tobacco | Feel Confused | 3.30 score on a scale | Standard Deviation 11.83 |
| Medium Humectant, High Sweetness | Subjective Effects of Smoking Tobacco | Make you Sick | 9.33 score on a scale | Standard Deviation 16.43 |
| Medium Humectant, High Sweetness | Subjective Effects of Smoking Tobacco | Taste Bad | 50.57 score on a scale | Standard Deviation 33.97 |
| Medium Humectant, High Sweetness | Subjective Effects of Smoking Tobacco | Make you Dizzy | 16.76 score on a scale | Standard Deviation 21.25 |
| Medium Humectant, High Sweetness | Subjective Effects of Smoking Tobacco | Like to smoke another hookah right now | 16.09 score on a scale | Standard Deviation 25.34 |
| Medium Humectant, High Sweetness | Subjective Effects of Smoking Tobacco | Calm you Down | 26.63 score on a scale | Standard Deviation 28.97 |
| Medium Humectant, High Sweetness | Subjective Effects of Smoking Tobacco | Feel Confused | 3.15 score on a scale | Standard Deviation 8.31 |
| Medium Humectant, High Sweetness | Subjective Effects of Smoking Tobacco | Make you Sleepy | 12.48 score on a scale | Standard Deviation 21.13 |
| Medium Humectant, High Sweetness | Subjective Effects of Smoking Tobacco | Help you Concentrate | 13.54 score on a scale | Standard Deviation 25.45 |
| Medium Humectant, High Sweetness | Subjective Effects of Smoking Tobacco | Feel More Awake | 18.70 score on a scale | Standard Deviation 27.63 |
| Medium Humectant, High Sweetness | Subjective Effects of Smoking Tobacco | Reduce Hunger | 12.11 score on a scale | Standard Deviation 21.99 |
| Medium Humectant, High Sweetness | Subjective Effects of Smoking Tobacco | Satisfying | 29.15 score on a scale | Standard Deviation 26 |
| Medium Humectant, High Sweetness | Subjective Effects of Smoking Tobacco | Pleasant | 26.80 score on a scale | Standard Deviation 25.49 |
| Medium Humectant, High Sweetness | Subjective Effects of Smoking Tobacco | Taste Good | 22.15 score on a scale | Standard Deviation 23 |
| Medium Humectant, Medium Sweetness | Subjective Effects of Smoking Tobacco | Reduce Hunger | 14.98 score on a scale | Standard Deviation 25.19 |
| Medium Humectant, Medium Sweetness | Subjective Effects of Smoking Tobacco | Help you Concentrate | 13.56 score on a scale | Standard Deviation 23.7 |
| Medium Humectant, Medium Sweetness | Subjective Effects of Smoking Tobacco | Taste Bad | 52.08 score on a scale | Standard Deviation 35.71 |
| Medium Humectant, Medium Sweetness | Subjective Effects of Smoking Tobacco | Satisfying | 26.17 score on a scale | Standard Deviation 25.88 |
| Medium Humectant, Medium Sweetness | Subjective Effects of Smoking Tobacco | Feel Confused | 3.19 score on a scale | Standard Deviation 11.23 |
| Medium Humectant, Medium Sweetness | Subjective Effects of Smoking Tobacco | Calm you Down | 26.56 score on a scale | Standard Deviation 30.23 |
| Medium Humectant, Medium Sweetness | Subjective Effects of Smoking Tobacco | Taste Good | 21.85 score on a scale | Standard Deviation 25.68 |
| Medium Humectant, Medium Sweetness | Subjective Effects of Smoking Tobacco | Pleasant | 25.75 score on a scale | Standard Deviation 24.24 |
| Medium Humectant, Medium Sweetness | Subjective Effects of Smoking Tobacco | Make you Dizzy | 18.21 score on a scale | Standard Deviation 22.36 |
| Medium Humectant, Medium Sweetness | Subjective Effects of Smoking Tobacco | Feel More Awake | 17.31 score on a scale | Standard Deviation 25.29 |
| Medium Humectant, Medium Sweetness | Subjective Effects of Smoking Tobacco | Like to smoke another hookah right now | 17.00 score on a scale | Standard Deviation 24.23 |
| Medium Humectant, Medium Sweetness | Subjective Effects of Smoking Tobacco | Make you Sleepy | 6.65 score on a scale | Standard Deviation 16.06 |
| Medium Humectant, Medium Sweetness | Subjective Effects of Smoking Tobacco | Make you Sick | 8.60 score on a scale | Standard Deviation 16.86 |
Tobacco Flavor Perception (gLMS)
To determine the relative intensity of specific flavors, e.g., sweetness, the general version of the Labeled Magnitude Scale (gLMS) was used post-smoking session. The scale ranges from 0 to 100 where higher scores indicate that the perception is stronger.
Time frame: Post Smoking Session
Population: One participant declined to provide a response during their the high humectant, high sweetness study visit
| Arm | Measure | Group | Value (MEAN) | Dispersion |
|---|---|---|---|---|
| High Humectant, High Sweetness | Tobacco Flavor Perception (gLMS) | Harshness | 15.09 score on a scale | Standard Deviation 12.76 |
| High Humectant, High Sweetness | Tobacco Flavor Perception (gLMS) | Bitterness | 18.93 score on a scale | Standard Deviation 16.45 |
| High Humectant, High Sweetness | Tobacco Flavor Perception (gLMS) | Coolness | 10.41 score on a scale | Standard Deviation 12.63 |
| High Humectant, High Sweetness | Tobacco Flavor Perception (gLMS) | Smoothness | 23.20 score on a scale | Standard Deviation 15.84 |
| High Humectant, High Sweetness | Tobacco Flavor Perception (gLMS) | Sweetness | 10.65 score on a scale | Standard Deviation 9.5 |
| High Humectant, Medium Sweetness | Tobacco Flavor Perception (gLMS) | Smoothness | 19.54 score on a scale | Standard Deviation 16.36 |
| High Humectant, Medium Sweetness | Tobacco Flavor Perception (gLMS) | Harshness | 21.72 score on a scale | Standard Deviation 20.15 |
| High Humectant, Medium Sweetness | Tobacco Flavor Perception (gLMS) | Coolness | 10.04 score on a scale | Standard Deviation 14.47 |
| High Humectant, Medium Sweetness | Tobacco Flavor Perception (gLMS) | Bitterness | 24.65 score on a scale | Standard Deviation 18.19 |
| High Humectant, Medium Sweetness | Tobacco Flavor Perception (gLMS) | Sweetness | 9.29 score on a scale | Standard Deviation 10.77 |
| Medium Humectant, High Sweetness | Tobacco Flavor Perception (gLMS) | Smoothness | 20.70 score on a scale | Standard Deviation 18.4 |
| Medium Humectant, High Sweetness | Tobacco Flavor Perception (gLMS) | Sweetness | 9.83 score on a scale | Standard Deviation 11.5 |
| Medium Humectant, High Sweetness | Tobacco Flavor Perception (gLMS) | Bitterness | 20.93 score on a scale | Standard Deviation 18.1 |
| Medium Humectant, High Sweetness | Tobacco Flavor Perception (gLMS) | Harshness | 19.74 score on a scale | Standard Deviation 17.2 |
| Medium Humectant, High Sweetness | Tobacco Flavor Perception (gLMS) | Coolness | 8.18 score on a scale | Standard Deviation 9.9 |
| Medium Humectant, Medium Sweetness | Tobacco Flavor Perception (gLMS) | Harshness | 25.79 score on a scale | Standard Deviation 24.77 |
| Medium Humectant, Medium Sweetness | Tobacco Flavor Perception (gLMS) | Bitterness | 26.27 score on a scale | Standard Deviation 20.83 |
| Medium Humectant, Medium Sweetness | Tobacco Flavor Perception (gLMS) | Sweetness | 11.64 score on a scale | Standard Deviation 11.72 |
| Medium Humectant, Medium Sweetness | Tobacco Flavor Perception (gLMS) | Smoothness | 17.52 score on a scale | Standard Deviation 11.34 |
| Medium Humectant, Medium Sweetness | Tobacco Flavor Perception (gLMS) | Coolness | 7.29 score on a scale | Standard Deviation 9.41 |
Tobacco Flavors Perception, Degree of Liking or Disliking (LHS)
To assess the degree of liking or disliking of flavors, will use the Labeled Hedonic Scale (LHS) to collect ratio-level data on the magnitude of liking and disliking of sensation post-smoking session. Scores range from 0 to 100 with higher scores indicating greater liking.
Time frame: Post Smoking Session
Population: One participant declined to provide a response during their the high humectant, high sweetness study visit
| Arm | Measure | Value (MEAN) | Dispersion |
|---|---|---|---|
| High Humectant, High Sweetness | Tobacco Flavors Perception, Degree of Liking or Disliking (LHS) | 37.43 score on a scale | Standard Deviation 12.57 |
| High Humectant, Medium Sweetness | Tobacco Flavors Perception, Degree of Liking or Disliking (LHS) | 32.15 score on a scale | Standard Deviation 13.17 |
| Medium Humectant, High Sweetness | Tobacco Flavors Perception, Degree of Liking or Disliking (LHS) | 34.37 score on a scale | Standard Deviation 14.49 |
| Medium Humectant, Medium Sweetness | Tobacco Flavors Perception, Degree of Liking or Disliking (LHS) | 30.38 score on a scale | Standard Deviation 14.67 |
Tobacco Use History
Ever use of tobacco products, assessed at the first study visit
Time frame: Baseline
| Arm | Measure | Group | Value (COUNT_OF_PARTICIPANTS) |
|---|---|---|---|
| High Humectant, High Sweetness | Tobacco Use History | Bidis or Kreteks | 1 Participants |
| High Humectant, High Sweetness | Tobacco Use History | Non-Juul Electronic Cigarettes | 29 Participants |
| High Humectant, High Sweetness | Tobacco Use History | Pipe Tobacco | 19 Participants |
| High Humectant, High Sweetness | Tobacco Use History | Cigarettes | 30 Participants |
| High Humectant, High Sweetness | Tobacco Use History | Cigars | 36 Participants |
| High Humectant, High Sweetness | Tobacco Use History | Cigarillos or Little Cigars | 30 Participants |
| High Humectant, High Sweetness | Tobacco Use History | Smokeless Tobacco | 13 Participants |
| High Humectant, High Sweetness | Tobacco Use History | Juul or Other Brands of Pod-like Electronic Cigarettes | 31 Participants |