Submitted:
11 June 2023
Posted:
13 June 2023
You are already at the latest version
Abstract
Keywords:
1. Introduction
2. Materials and Methods
2.1. Power Calculation
2.2. Participants
2.3. Procedure
2.4. Questionnaire design
2.4.1. Block 1: General Health
2.4.2. Block 2: Kratom Strain Color
2.4.3. Block 3: Kratom Dosing Regimen
2.4.4. Block 4: Ranking Motivations to use Kratom
2.4.5. Block 5: Self-reported Effects of different Kratom Strains
2.5. Data Analysis
3. Results
3.1. General Demographic Information
3.2. Clinical Profile
3.3. Between-Strain Comparison Of Motivations
3.4. Self-Reported Subjective Effects of different Kratom Strains
3.5. Certificates of Analyses (COAs)
4. Discussion
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
Appendix A. Qualtrics Survey
- Purpose:
- Selection of participants:
- Voluntary Participation and time to decide:
- Procedure:
- Risks and Benefits:
- -
- Height
- -
- Body weight
- -
- Medication use
- -
- Disease profile
- -
- Smoking habits
- -
- Alcohol consumption
- -
- Age
- -
- Gender
- -
- Sex
- -
- Level of Education
- -
- Employment Status
- -
- Marital Status
- -
- Ethnicity
- -
- Nationality
- -
- Income
- Guido Huisman (graduate student)
- Email: gr.huisman@student.maastrichtuniversity.nl
- Phone:+13866272826
- Natasha Mason (Principal Investigator)
- Email: natasha.mason@maastrichtuniversity.nl
- What is your height? (in feet and inches)

- 2.
- What is your body weight? (in lbs)
- 3.
-
How often do you smoke/vape? (i.e. cigarettes or nicotine-containing e-liquids)
- ◦
- Never or rarely
- ◦
- Daily
- ◦
- At least once a week
- ◦
- Several times a week
- 4.
-
How often do you consume alcohol?
- ◦
- Never or rarely
- ◦
- Daily
- ◦
- At least once a week
- ◦
- Several times a week
- 5.
-
Are you currently taking one or more of the following types of prescription medications?
- ◦
- Antidepressants (e.g. SSRI's, tricyclic antidepressants)
- ◦
- Anxiety medication (benzodiazepines, e.g. Xanax)
- ◦
- Antipsychotics (e.g. quetiapine, olanzapine, risperidone)
- ◦
- Opioid pain killers (e.g. fentanyl, morphine, codeine)
- ◦
- Stimulants (e.g. Ritalin, amphetamines etc)
- ◦
- Others, namely: __________________________________________________
- ◦
- ⊗I do not take any prescription medications
- 6.
-
Has a physician/doctor/psychiatrist/nurse ever diagnosed you with one or more of the following conditions:
- ◦
- Post Traumatic Stress Disorder (PTSD)
- ◦
- Depression (major depressive disorder/persistent depressive disorder/dysthymia)
- ◦
- Social Anxiety Disorder
- ◦
- Generalized Anxiety Disorder
- ◦
- Schizophrenia or other psychotic disorder
- ◦
- Bipolar disorder
- ◦
- Personality disorder
- ◦
- Attention Deficit Disorder (ADD) / Attention Deficit Hyperactivity Disorder (ADHD)
- ◦
- Addiction/substance use disorders
- ◦
- Fibromyalgia
- ◦
- Rheumatoid arthritis
- ◦
- Chronic pain
- ◦
- ⊗I have not been diagnosed with any of the above conditions
- 7.
-
Which color(s)/strain(s) of kratom do you generally consume?
- ◦
- Green
- ◦
- Red
- ◦
- White
- ◦
- Other: __________________________________________________
-
8a Which vendor or brand is your kratom?
- ◦
- Super Speciosa
- ◦
- Other __________________________________________________
- 8.
-
What form(s) of ${lm://Field/1} product do you consume generally?
- ◦
- Powder
- ◦
- Tablets
- ◦
- Capsules
- ◦
- Tea
- 9.
- When you consume this color strain of kratom, what is the typical serving you take? Please indicate by dragging the slider(s) that apply to your consumption method(s).

- 10.
-
How often do you consume this color strain of kratom?
- ◦
- Several times per year or less
- ◦
- At least monthly
- ◦
- Several times per month
- ◦
- At least weekly
- ◦
- Several times per week
- ◦
- At least daily
- ◦
- Several times per day
- ◦
- Other: __________________________________________________
- 11.
-
How many servings of this color strain of kratom do you take in a typical week?
- ◦
- 0
- ◦
- 1 - 3
- ◦
- 4 - 7
- ◦
- 8 - 14
- ◦
- 15 - 21
- ◦
- 22 - 28
- ◦
- 29 - 36
- ◦
- 37 - 48
- ◦
- More than 48
- 12.
-
How many servings of this color strain of kratom do you take on a typical day?
- ◦
- 0
- ◦
- 1
- ◦
- 2 - 4
- ◦
- 5 - 10
- ◦
- 10 - 20
- ◦
- More than 20
- 13.
-
What time of day do you generally consume this color strain of kratom (multiple answers possible)
- ◦
- Morning
- ◦
- Afternoon
- ◦
- Evening
- ◦
- At night
- 14.
-
When do you usually consume this color strain of kratom?
- ◦
- Before a meal
- ◦
- With a meal
- ◦
- After a meal
- 24 Please rank your motivations for using this color strain of kratom
- ______ To treat a medical condition
- ______ To induce or enhance a spiritual experience
- ______ To feel less anxiety and/or stress
- ______ To help you relax or sleep
- ______ To feel elated, euphoric or intoxicated
- ______ To improve the quality of sex
- ______ To stay awake longer or to prolong a night out with friends
- ______ To lose weight or to reduce appetite
- ______ To be more sociable or to get more enjoyment out of social events
- ______ To help you concentrate, work or study
- ______ To improve the effects of other substances
- ______ To improve your mood or to feel less sadness/depression
- ______ Other (please specify)
- 16.
- Please indicate to what extent you experience the effects mentioned below, when you consume this color strain of kratom. Try to think back on what you feel and observe during your kratom experiences, and how this compares to periods during which you are not taking kratom.


- 17.
-
What is your age?
- ◦
- Under 18
- ◦
- 18 - 24
- ◦
- 25 - 34
- ◦
- 35 - 44
- ◦
- 45 - 54
- ◦
- 55 - 64
- ◦
- 65 or older
- 18.
-
Which gender do you identify with?
- ◦
- Male
- ◦
- Female
- ◦
- Non-binary
- ◦
- Prefer not to say
- 19.
-
What is your biological sex?
- ◦
- Male
- ◦
- Female
- ◦
- Other/Prefer not to say
- 20.
-
Please select your highest completed level of education
- ◦
- Did not complete high school
- ◦
- High school graduate or equivalent
- ◦
- Some college (e.g. AA, AS or no degree)
- ◦
- Bachelor's degree (e.g. BA, BS, BSc, AB)
- ◦
- Advanced degree (e.g. MA, MS, MSc, MBA, PhD, MD)
- ◦
- Prefer not to say
- ◦
- Doctorate
- 21.
-
What is your employment status?
- ◦
- Employed for wages
- ◦
- Employed - currently off sick
- ◦
- Out of work for less than 1 year
- ◦
- Out of work for 1 year or longer
- ◦
- Homemaker
- ◦
- Student
- ◦
- Unable to work
- ◦
- Retired
- ◦
- Prefer not to say
- 22.
-
What is your marital status?
- ◦
- Married
- ◦
- Widowed
- ◦
- Divorced
- ◦
- Separated
- ◦
- Never married
- 23.
-
How would you describe your ethnicity?________________________________________________________________
- 24.
-
What is your nationality?________________________________________________________________
- 25.
-
What is your total annual household income
- ◦
- Less than $10,000
- ◦
- $10,000 - $19,999
- ◦
- $20,000 - $29,999
- ◦
- $30,000 - $39,999
- ◦
- $40,000 - $49,999
- ◦
- $50,000 - $59,999
- ◦
- $60,000 - $69,999
- ◦
- $70,000 - $79,999
- ◦
- $80,000 - $89,999
- ◦
- $90,000 - $99,999
- ◦
- $100,000 - $149,999
- ◦
- More than $150,000
- ◦
- Prefer not to say
References
- Cinosi, E.; Martinotti, G.; Simonato, P.; Singh, D.; Demetrovics, Z.; Roman-Urrestarazu, A.; Bersani, F.S.; Vicknasingam, B.; Piazzon, G.; Li, J.H.; et al. Following “the Roots” of Kratom (Mitragyna Speciosa): The Evolution of an Enhancer from a Traditional Use to Increase Work and Productivity in Southeast Asia to a Recreational Psychoactive Drug in Western Countries. Biomed Res Int 2015, 2015, 968786. [Google Scholar] [CrossRef] [PubMed]
- Todd, D.A.; Kellogg, J.J.; Wallace, E.D.; Khin, M.; Flores-Bocanegra, L.; Tanna, R.S.; McIntosh, S.; Raja, H.A.; Graf, T.N.; Hemby, S.E.; et al. Chemical Composition and Biological Effects of Kratom (Mitragyna Speciosa): In Vitro Studies with Implications for Efficacy and Drug Interactions. Sci Rep 2020, 10. [Google Scholar] [CrossRef] [PubMed]
- Singh, D.; Narayanan, S.; Vicknasingam, B. Traditional and Non-Traditional Uses of Mitragynine (Kratom): A Survey of the Literature. Brain Res Bull 2016, 126, 41–46. [Google Scholar] [CrossRef] [PubMed]
- Singh, D.; Narayanan, S.; Vicknasingam, B.; Corazza, O.; Santacroce, R.; Roman-Urrestarazu, A. Changing Trends in the Use of Kratom (Mitragyna Speciosa) in Southeast Asia. Hum Psychopharmacol 2017, 32. [Google Scholar] [CrossRef] [PubMed]
- Domnic, G.; Chear, N.J.-Y.; Rahman, S.F.A.; Ramanathan, S.; Lo, K.-W.; Singh, D.; Mohana-Kumaran, N. Combinations of Indole Based Alkaloids from Mitragyna Speciosa (Kratom) and Cisplatin Inhibit Cell Proliferation and Migration of Nasopharyngeal Carcinoma Cell Lines. J Ethnopharmacol 2021, 279, 114391. [Google Scholar] [CrossRef] [PubMed]
- Grundmann, O. Patterns of Kratom Use and Health Impact in the US—Results from an Online Survey. Drug Alcohol Depend 2017, 176. [Google Scholar] [CrossRef] [PubMed]
- Flores-Bocanegra, L.; Raja, H.A.; Graf, T.N.; Augustinović, M.; Wallace, E.D.; Hematian, S.; Kellogg, J.J.; Todd, D.A.; Cech, N.B.; Oberlies, N.H. The Chemistry of Kratom [Mitragyna Speciosa]: Updated Characterization Data and Methods to Elucidate Indole and Oxindole Alkaloids. J Nat Prod 2020, 83, 2165–2177. [Google Scholar] [CrossRef] [PubMed]
- Veltri, C.; Grundmann, O. Current Perspectives on the Impact of Kratom Use. Subst Abuse Rehabil 2019, 10. [Google Scholar] [CrossRef] [PubMed]
- Atakan, Z. Cannabis, a Complex Plant: Different Compounds and Different Effects on Individuals. Ther Adv Psychopharmacol 2012, 2, 241–254. [Google Scholar] [CrossRef] [PubMed]
- Kamble, S.H.; Sharma, A.; King, T.I.; Berthold, E.C.; León, F.; Meyer, P.K.L.; Kanumuri, S.R.R.; McMahon, L.R.; McCurdy, C.R.; Avery, B.A. Exploration of Cytochrome P450 Inhibition Mediated Drug-Drug Interaction Potential of Kratom Alkaloids. Toxicol Lett 2020, 319. [Google Scholar] [CrossRef]
- Braley, C.; Hondrogiannis, E.M. Differentiation of Commercially Available Kratom by Purported Country of Origin Using Inductively Coupled Plasma-Mass Spectrometry. J Forensic Sci 2020, 65. [Google Scholar] [CrossRef] [PubMed]
- Butler, M.; Jelen, L.; Rucker, J. Expectancy in Placebo-Controlled Trials of Psychedelics: If so, so What? Psychopharmacology (Berl) 2022, 239, 3047–3055. [Google Scholar] [CrossRef] [PubMed]
- Henningfield, J.E.; Wang, D.W.; Huestis, M.A. Kratom Abuse Potential 2021: An Updated Eight Factor Analysis. Frontiers in Pharmacology 2022, 12. [Google Scholar] [CrossRef] [PubMed]
- Grundmann, O.; Veltri, C.A.; Morcos, D.; Knightes III, D.; Smith, K.E.; Singh, D.; Corazza, O.; Cinosi, E.; Martinotti, G.; Walsh, Z. Exploring the Self-Reported Motivations of Kratom (Mitragyna Speciosa Korth.) Use: A Cross-Sectional Investigation. Am J Drug Alcohol Abuse 2022, 1–12. [CrossRef]
- Boys, A.; Marsden, J.; Strang, J. Understanding Reasons for Drug Use amongst Young People: A Functional Perspective. Health Educ Res 2001, 16. [Google Scholar] [CrossRef] [PubMed]
- Kettner, H.; Mason, N.L.; Kuypers, K.P.C. Motives for Classical and Novel Psychoactive Substances Use in Psychedelic Polydrug Users. Contemp Drug Probl 2019, 46, 304–320. [Google Scholar] [CrossRef]
- Boffa, L.; Ghè, C.; Barge, A.; Muccioli, G.; Cravotto, G. Alkaloid Profiles and Activity in Different Mitragyna Speciosa Strains. Nat Prod Commun 2018, 13, 1934578X1801300904. [Google Scholar] [CrossRef]
- Tanna, R.S.; Nguyen, J.T.; Hadi, D.L.; Manwill, P.K.; Flores-Bocanegra, L.; Layton, M.E.; White, J.R.; Cech, N.B.; Oberlies, N.H.; Rettie, A.E.; et al. Clinical Pharmacokinetic Assessment of Kratom (Mitragyna Speciosa), a Botanical Product with Opioid-like Effects, in Healthy Adult Participants. Pharmaceutics 2022, 14. [Google Scholar] [CrossRef] [PubMed]
- Garcia-Romeu, A.; Cox, D.J.; Smith, K.E.; Dunn, K.E.; Griffiths, R.R. Kratom (Mitragyna Speciosa): User Demographics, Use Patterns, and Implications for the Opioid Epidemic. Drug Alcohol Depend 2020, 208. [Google Scholar] [CrossRef] [PubMed]


| Vendor | Red | Green | White | URL |
|---|---|---|---|---|
| Whole Herbs Kratom | "Red Kratom strains are more potent and have a soothing effect." | "Green Kratom strains are more used to calm and reduce pain." | "White strains can better serve as a stimulant to activate and boost the immune system." | https://bit.ly/45ilXAl |
| Christopher’sOrganic Botanicals | “Reds are claimed to be more for nighttime, or late in the day in general as reported by consumers.” | “Green Kratom is said to be more for daytime use, or when more energy is required.” | “White kratom products are used during the day for increased energy and focus.” | Red: https://bit.ly/45jlmyp, Green: https://bit.ly/3WpvpOj, White: https://bit.ly/3q7bMOG |
| Super Speciosa | "Reds are for relaxation." | "Greens are for energy." | "Whites are viewed as hybrids for both energy and focus." | https://superspeciosa.com/new-to-kratom/ |
| PurKratom | “Red vein kratom is commonly used when rest is needed or at bedtime.” | “Green vein kratom is often used during the day.” | “White vein kratom is typically consumed in the morning.” | https://www.purkratom.com/kratom-strains-101-learn-about-the-different-strains/ |
| Salvia Hut | “Sedative effect which allows for the user to be calm and acts as an analgesic. Simultaneously, it is also known to be a great aid for individuals with insomnia.” | “Not as mellow as red vein Kratom and simultaneously, it is not as potent as white vein Kratom.” | “It is considered to have a stimulant effect. Typically, white vein Kratom is used as a replacement for coffee as its base effects are energy boosts and a sense of alertness.” | https://salviahut.com/types-of-kratom-strains-and-their-effects/ |
| Nuwave Botanicals | “Best for rest and relaxing.” | “Best for balance, confidence, and inspiration.” | “Best kratom for energy.” | https://soapkorner.com/a-brief-introduction-to-kratom-strains/ |
| Buy Kratom Bulk USA | “The longer drying time and/or fermentation of red vein kratom generally enhances the alkaloids associated with relaxation over energy.” | “Green vein kratom maintains a greater balance of alkaloids found in both red vein kratom and white vein kratom due to its process that falls in between the two.” | “Sometimes, ground stems from kratom leaves are added to white strains to add more of the stimulating alkaloids that are naturally found in kratom veins.” | https://nuwavebotanicals.com/what-is-kratom-powder/ |
| Frequency | Percent | |
|---|---|---|
| Age | ||
| 18-24 | 9 | 2.2% |
| 25-34 | 81 | 20.0% |
| 35-44 | 120 | 29.7% |
| 45-54 | 92 | 22.8% |
| 55-64 | 74 | 18.3% |
| 65 or older | 28 | 6.9% |
| Gender | ||
| Male | 227 | 56.6% |
| Female | 165 | 41.1% |
| Non-Binary | 6 | 1.5% |
| Prefer not to say | 3 | 0.7% |
| Biological Sex | ||
| Male | 229 | 57.0% |
| Female | 168 | 41.8% |
| Other/Prefer not to say | 5 | 1.2% |
| Education | ||
| Did not complete high school | 13 | 3.2% |
| High school graduate or equivalent | 74 | 18.3% |
| Some college (e.g. AA, AS, or no degree) | 162 | 40.1% |
| Prefer not to say | 5 | 1.2% |
| Doctorate | 8 | 2.0% |
| Bachelor’s degree (e.g. BA, BS, BSc, AB) | 100 | 24.8% |
| Advanced Degree (e.g. MA, MS, MSc, MBA, PhD, MD) | 42 | 10.4% |
| Employment Status | ||
| Employed for wages | 258 | 64.0% |
| Employed-currently off sick | 2 | 0.5% |
| Out of work for less than a year | 11 | 2.7% |
| Out of work for 1 year or longer | 7 | 1.7% |
| Homeworker | 25 | 6.2% |
| Student | 2 | 0.5% |
| Unable to work | 36 | 8.9% |
| Retired | 46 | 11.4% |
| Prefer not to say | 16 | 4.0% |
| Marital Status | ||
| Married | 179 | 44.5% |
| Widowed | 10 | 2.5% |
| Divorced | 77 | 19.2% |
| Separated | 7 | 1.7% |
| Never married | 129 | 32.1% |
| Nationality | ||
| American | 276 | 85.98% |
| Native American | 7 | 2.18% |
| German | 4 | 1.25% |
| Irish | 9 | 2.80% |
| Italian | 5 | 1.56% |
| Other | 20 | 6.23% |
| Ethnicity | ||
| Caucasian | 319 | 86.4% |
| Hispanic | 18 | 4.9% |
| Black | 4 | 1.08% |
| Asian | 2 | 0.54% |
| Mixed | 26 | 7.05% |
| Annual Household Income | ||
| Less than $10,000 | 19 | 4.7% |
| $10,000-$19,999 | 34 | 8.5% |
| $20,000-$29,999 | 28 | 7.0% |
| $30,000-$39,999 | 34 | 8.5% |
| $40,000-$49,999 | 34 | 8.5% |
| $50,000-$59,999 | 31 | 7.7% |
| $60,000-$69,999 | 24 | 6.0% |
| $70,000-$79,999 | 26 | 6.5% |
| $80,000-$89,999 | 13 | 3.2% |
| $90,000-$99,999 | 22 | 5.5% |
| $100,000-$149,999 | 64 | 16.0% |
| More than $150,000 | 42 | 10.5% |
| Prefer not to say | 30 | 7.5% |
| How often do you smoke/vape? | ||
| Never or rarely | 404 | 62.7% |
| Daily | 211 | 32.8% |
| At least once a week | 11 | 1.7% |
| Several times a week | 18 | 2.8% |
| How often do you consume alcohol? | ||
| Never or rarely | 490 | 76.1% |
| Daily | 25 | 3.9% |
| At least once a week | 87 | 13.5% |
| Several times a week | 42 | 6.5% |
| Frequency | Percent | |
|---|---|---|
| Prescription Medications (choose all that apply) | ||
| Antidepressants (SSRI’s, tricyclic antidepressants) | 187 | 29.0% |
| Anxiety medication (benzodiazepines, e.g. Xanax) | 92 | 14.3% |
| Antipsychotics (e.g., quetiapine, olanzapine, risperidone) | 21 | 3.3% |
| Opioid Pain Killers (e.g., fentanyl, morphine, codeine) | 46 | 7.1% |
| Stimulants (e.g., Ritalin, amphetamines, etc.) | 60 | 9.3% |
| Other Medications | 153 | 23.8% |
| No medications | 287 | 44.6% |
| Clinical Diagnoses (choose all that apply) | ||
| Post-traumatic Stress Disorder (PTSD) | 134 | 20.8% |
| Depression (major depressive disorder/persistent depressive disorder, dysthymia) | 275 | 42.7% |
| Social Anxiety Disorder | 115 | 17.9% |
| Generalized Anxiety Disorder | 211 | 32.8% |
| Schizophrenia | 10 | 1.6% |
| Bipolar Disorder | 56 | 8.7% |
| Personality Disorder | 19 | 3.0% |
| Attention Deficit Disorder (ADD)/ Attention Deficit Hyperactivity Disorder (ADHD) | 128 | 19.9% |
| Addiction/substance use disorder | 92 | 14.3% |
| Fibromyalgia | 56 | 8.7% |
| Rheumatoid Arthritis | 51 | 7.9% |
| Chronic Pain | 250 | 38.8% |
| None of the above diagnoses | 142 | 22.0% |
| Green (N=288) | Red (N=184) | White (N=131) | ||||||||||
| Question | Motivation Statement | Mean | Std | Rank | Mean | Std | Rank | Mean | Std | Rank | χ2 Statistic | P-value |
| 1 | To feel less anxiety and/or stress | 2.83 | 1.73 | NS | 3.03 | 1.72 | NS | 3.20 | 2.02 | NS | 3.542 | 0.170 |
| 2 | To treat a medical condition | 4.25 | 3.51 | 3 | 3.51 | 3.37 | 1 | 4.18 | 3.38 | 2 | 6.029 | 0.049 |
| 3 | To help you relax or sleep | 5.15 | 2.68 | 2 | 3.83 | 2.54 | 1 | 6.06 | 2.99 | 3 | 25.389 | <0.001 |
| 4 | To improve your mood or to feel less sadness/depression | 5.28 | 4.00 | 1 | 6.34 | 3.88 | 3 | 5.45 | 3.96 | 2 | 9.816 | 0.007 |
| 5 | To help you concentrate, work or study | 5.72 | 3.15 | 2 | 6.97 | 3.15 | 3 | 5.30 | 3.49 | 1 | 14.776 | 0.001 |
| 6 | To feel elated, euphoric or intoxicated | 6.73 | 2.90 | NS | 6.56 | 2.96 | NS | 6.62 | 3.03 | NS | 2.299 | 0.317 |
| 7 | To induce or enhance a spiritual experience | 7.40 | 3.13 | 3 | 6.70 | 3.15 | 1 | 6.93 | 3.24 | 2 | 7.726 | 0.021 |
| 8 | To be more sociable or to get more enjoyment out of social events | 6.39 | 2.54 | 2 | 7.26 | 2.46 | 3 | 6.50 | 2.72 | 1 | 10.424 | 0.005 |
| 9 | To stay awake longer or to prolong a night out with friends | 8.10 | 2.49 | NS | 8.43 | 2.06 | NS | 7.54 | 2.38 | NS | 3.902 | 0.142 |
| 10 | To improve the quality of sex | 8.90 | 2.32 | NS | 8.61 | 2.45 | NS | 8.60 | 2.45 | NS | 3.918 | 0.141 |
| 11 | To lose weight or to reduce appetite | 8.90 | 2.30 | NS | 8.64 | 2.29 | NS | 8.76 | 2.38 | NS | 0.196 | 0.907 |
| 12 | To improve the effects of other substances | 10.53 | 2.15 | NS | 10.44 | 2.22 | NS | 10.75 | 1.99 | NS | 0.675 | 0.714 |
| 13 | Other (please specify) | 10.82 | 4.32 | NS | 10.66 | 4.50 | NS | 11.11 | 4.04 | NS | 2.571 | 0.276 |
| Green | Red | White | ANOVA | ||||||||
| VAS Drug Effect | N | Mean | Std | N | Mean | Std | N | Mean | Std | F (DFn, DFd) | P-value |
| Feeling less physical pain | 254 | 71.75 | 26.85 | 168 | 74.68 | 25.96 | 108 | 67.03 | 25.82 | F(2,529)=2.7906 | 0.0637 |
| Feeling happier | 256 | 68.16 | 26.34 | 144 | 65.38 | 28.79 | 118 | 67.91 | 24.62 | F(2,517)=0.5367 | 0.5850 |
| Feeling more content | 236 | 67.22 | 25.82 | 148 | 63.18 | 29.03 | 106 | 68.61 | 23.71 | F(2,489)=1.5819 | 0.2066 |
| Feeling more relaxed | 248 | 63.82 | 26.08 | 152 | 65.51 | 26.66 | 94 | 60.23 | 24.32 | F(2,493)=1.2189 | 0.2964 |
| Feeling more nervous/tense | 82 | 12.24 | 20.63 | 46 | 5.33 | 11.46 | 32 | 10.38 | 16.44 | F(2,159)=2.2812 | 0.1055 |
| Feeling calmer | 230 | 64.55 | 25.74 | 156 | 65.24 | 27.38 | 105 | 58.71 | 27.6 | F(2,490)=2.2034 | 0.1115 |
| Feeling more on edge | 91 | 14.09 | 23.46 | 44 | 8.23 | 17.64 | 35 | 8.91 | 11.58 | F(2,169)=1.6282 | 0.1994 |
| Being more easily agitated | 87 | 18.72 | 24.67 | 57 | 12.98 | 23.45 | 30 | 12.87 | 15.72 | F(2,173)=1.3752 | 0.2556 |
| Having more mood swings | 83 | 18.33 | 24.95 | 52 | 11.04 | 16.88 | 29 | 12.86 | 15.9 | F(2,163)=2.0699 | 0.1295 |
| Being better able to concentrate | 204 | 60.98*,# | 26.91 | 121 | 49.79*,$ | 30.57 | 95 | 69.42#,$ | 24.31 | F(2,419)=14.0408 | <0.01 *<0.01 #0.04 $<0.01 |
| Being more easily distracted | 91 | 17.10 | 28.44 | 54 | 13.70 | 21.81 | 38 | 21.74 | 22.87 | F(2,182)=1.1059 | 0.3331 |
| Feeling less depressed | 232 | 66.50 | 28.56 | 136 | 64.86 | 27.25 | 101 | 68.34 | 24.16 | F(2,468)=0.4732 | 0.6233 |
| Feeling more anxious | 81 | 12.67 | 21.46 | 43 | 8.33 | 15.97 | 30 | 11.57 | 18.35 | F(2,153)=0.7021 | 0.4972 |
| Being more forgetful | 94 | 19.94 | 27.50 | 55 | 16.27 | 22.67 | 31 | 19.19 | 27.46 | F(2,179)=0.3495 | 0.7055 |
| Being less forgetful | 121 | 38.59 | 32.05 | 74 | 33.09 | 29.48 | 60 | 46.07 | 31.55 | F(2,254)=2.8691 | 0.0586 |
| Feeling more energetic | 251 | 64.46* | 26.12 | 116 | 52.93*,# | 31.60 | 112 | 66.5# | 27.11 | F(2,478)=8.6383 | <0.01 *<0.01 #<0.01 |
| Feeling more fatigued | 88 | 15.85 | 24.40 | 64 | 21.38 | 26.47 | 31 | 21.48 | 29.85 | F(2,182)=1.0373 | 0.3565 |
| Feeling more stimulated | 220 | 52.94* | 27.35 | 95 | 48.79# | 31.91 | 100 | 62.61*,# | 26.9 | F(2,414)=6.3426 | <0.01 *0.01 #<0.01 |
| Feeling more nauseous | 104 | 19.52 | 21.11 | 70 | 20.01 | 23.92 | 35 | 16.31 | 16.05 | F(2,208)=0.3811 | 0.6836 |
| Feeling more constipated than usually | 149 | 26.45*,# | 32.40 | 93 | 39.39* | 33.94 | 53 | 41.74# | 33.44 | F(2,294)=6.4963 | <0.01 *<0.01 #0.01 |
| Vomiting more than usually | 64 | 8.48 | 14.49 | 47 | 14.23 | 24.46 | 25 | 6.28 | 9.11 | F(2,135)=2.0760 | 0.1295 |
| Enjoying social events more than usually | 208 | 61.45 | 27.40 | 116 | 55.86 | 32.98 | 91 | 63.65 | 27.1 | F(2,414)=2.1285 | 0.1203 |
| Being better able to stay up all night | 102 | 26.45* | 28.09 | 54 | 18.43# | 25.47 | 58 | 41.14*,# | 31.73 | F(2,213)=9.3336 | <0.01 *<0.01 #<0.01 |
| Being better able to fall asleep | 195 | 54.56* | 33.12 | 141 | 62.73* | 31.42 | 69 | 53 | 30.56 | F(2,404)=3.3393 | 0.0364 *0.0566 |
| Having less insomnia | 158 | 48.86 | 34.06 | 119 | 57.95 | 33.54 | 55 | 52.07 | 30.8 | F(2,331)=2.5301 | 0.0812 |
| Having more insomnia | 76 | 18.00 | 26.68 | 48 | 12.17 | 20.85 | 24 | 22.08 | 24.86 | F(2,147)=1.4885 | 0.2291 |
| Feeling less sociable than usually | 80 | 16.84 | 29.20 | 52 | 11.38 | 18.63 | 28 | 10.07 | 18.93 | F(2,159)=1.1869 | 0.3079 |
| Having more diarrhea than usually | 64 | 4.97 | 15.87 | 53 | 5.47 | 12.32 | 25 | 7.92 | 18.78 | F(2,141)=0.3452 | 0.7087 |
| Having more stomachache than usually | 91 | 17.74 | 23.97 | 61 | 19.67 | 24.70 | 33 | 15.15 | 20.15 | F(2,184)=0.3979 | 0.6723 |
| Feeling less withdrawal symptoms when withdrawing from other opioids (e.g. heroin, fentanyl etc.) | 113 | 52.26 | 41.94 | 78 | 51.55 | 40.61 | 52 | 48.69 | 41.19 | F(2,242)=0.1353 | 0.8735 |
| Feeling less withdrawal symptoms when withdrawing from other substances that are not opioids (e.g. MDMA, cocaine, amphetamine, LSD, psilocybin) | 93 | 32.86 | 39.29 | 73 | 41.37 | 40.19 | 41 | 43.8 | 37.32 | F(2,206)=1.5153 | 0.2222 |
| Feeling more socially withdrawn | 82 | 10.21 | 20.99 | 52 | 6.65 | 16.35 | 26 | 8.46 | 20.14 | F(2,159)=0.5363 | 0.5860 |
| Feeling more sociable | 211 | 62.05 | 28.54 | 123 | 56.85 | 30.44 | 100 | 61.09 | 29 | F(2,433)=1.2737 | 0.2808 |
| Not worrying as much | 229 | 59.71 | 26.18 | 137 | 56.06 | 30.01 | 103 | 58.31 | 28.43 | F(2,468)=0.7367 | 0.4792 |
| Being less bothered by the actions of others | 205 | 53.30 | 28.64 | 122 | 54.50 | 26.42 | 88 | 55.34 | 26.88 | F(2,414)=0.1872 | 0.8293 |
| Having an increased libido | 104 | 33.25 | 28.85 | 67 | 26.81 | 31.76 | 44 | 34.02 | 29.44 | F(2,214)=1.3841 | 0.2528 |
| Having a decreased libido | 90 | 21.81 | 28.85 | 55 | 24.04 | 31.93 | 44 | 30.61 | 33.91 | F(2,177)=1.2040 | 0.3025 |
| Experiencing more sexual satisfaction | 107 | 35.11 | 31.88 | 60 | 33.45 | 32.87 | 42 | 31.69 | 29.9 | F(2,208)=0.1848 | 0.8314 |
| Having greater sexual dysfunction | 82 | 22.59 | 30.87 | 50 | 18.04 | 27.28 | 37 | 23.51 | 30.24 | F(2,168)=0.4785 | 0.6206 |
| White Maeng Da | Red Maeng Da | Green Bali | White Thai | Green Maeng Da | Red Bali | F-statistic | P-value | ||
|---|---|---|---|---|---|---|---|---|---|
| Mitragynine | Mean | 1.54% | 1.52% | 1.44% | 1.41% | 1.56% | 1.4% | 1.21 | 0.362 |
| %CV | 6.2 | 6.42 | 9.12 | 8.84 | 7.04 | 7.3 | |||
| Paynantheine | Mean | 0.28% | 0.3% | 0.28% | 0.27% | 0.29% | 0.27% | 0.278 | 0.917 |
| %CV | 0.43 | 0.41 | 0.39 | 0.56 | 0.48 | 0.06 | |||
| Speciogynine | Mean | 0.22% | 0.23% | 0.22% | 0.21% | 0.22% | 0.21% | 0.453 | 0.803 |
| %CV | 0.16 | 0.21 | 0.17 | 0.22 | 0.17 | 0.02 | |||
| Speciocilliatine | Mean | 0.4% | 0.32% | 0.35% | 0.36% | 0.35% | 0.32% | 0.513 | 0.762 |
| %CV | 1.16 | 0.82 | 2.22 | 1.36 | 0.57 | 3.08 | |||
| Total Alkaloid Content | Mean | 2.44% | 2.37% | 2.28% | 2.25% | 2.42% | 2.2% | 0.92 | 0.5 |
| %CV | 0.75 | 1.04 | 1.98 | 1.72 | 0.73 | 1.94 |
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