Introduction

Caffeine is a psychoactive substance present in drinks and foods:

  • Coffee

  • Tea (green or black)

  • Chocolate

  • Certain soft drinks such as cola

  • Energy drinks

Most adults and many children use caffeine. In fact, a recent review on caffeine stated this:

"Caffeine is the most commonly used drug in the world. Although consumption of low to moderate doses of caffeine is generally safe, an increasing number of clinical studies are showing that some caffeine users become dependent on the drug and are unable to reduce consumption despite knowledge of recurrent health problems associated with continued use. Thus, the World Health Organization and some health care professionals recognize caffeine dependence as a clinical disorder." (from Meredith et al, 2013).

Ágoston and colleagues (2018) used the DSM-5 criteria for a short caffeine use disorder questionnaire, the CUDQ.

Ágoston and colleagues (2018) studied a sample in Hungary. The article states that for participation in their study, "Inclusion criteria included those who consumed caffeine in the last year at least one time and were >18 years old." and then they wrote: "The caffeine consumption was 255.4 mg (SD = 145.4 mg) for males, 223.3 mg (SD = 125.6 mg) for females, and 267.2 mg (SD = 126 mg) among daily users. Of the participants, 41.9% consumed greater than or equal to 300 mg caffeine daily and 18.4% consumed greater than or equal to 400 mg daily."

This is actually quite interesting, as these are considerable amounts of caffeine for someone who never drinks caffeine. Generally, amounts below 400 mg caffeine a day are not considered affecting health negatively (Nawrot et al., 2003).

DSM-5 CUD

To understand the DSM-5 criteria for Caffeine Use Disorder, the article by Addicot (2014) is really useful, and here are is a useful quote from it:

"The DSM-5 does not include a diagnosis of caffeine use disorder (CUD) because, according the APA, it is not yet clear to what extent it is a clinically significant disorder. However, caffeine use disorder is included in Section III (Emerging Measures and Models) of the DSM-5 to encourage further research on the impact of this condition [12]. The proposed CUD criteria are the same as other SUD; however, the CUD diagnosis is designed to be more conservative. For a CUD diagnosis, all three of the following criteria need to be endorsed: 1) a persistent desire or unsuccessful effort to control use, 2) ‘use despite harm’, and 3) withdrawal. This higher threshold is intended to prevent over-diagnosis of CUD given the prevalence of nonproblematic caffeine use in the general population [1]. These proposed criteria are intended to encourage more research on the reliability, validity, and prevalence of CUD, as well as its functional consequences on the lives of those affected by it."

The CUDQ does count symptoms, but not the specific 3 criteria as listed in this DSM-5-related quote. The CUDQ is useful for counting symptoms, but not for diagnosing CUD.

Scores and interpretation

A total sample of 2259 people living in Hungary who used caffeine at least once in the past year (mean age 33.97 years). The study also looked at smokers.

Group N Mean number of CUD symptoms

Non-smokers

1350

2.99

Occasional smokers

290

3.28

Regular smokers

506

3.33

Important note: In the Methods section of the article it scores as follows: "Participants had to indicate on a 4-point Likert scale (1 = Never, 2 = Sometimes, 3 = Often, 4 = Very often) their chose regarding how often they experienced the symptoms during the last 12 months." In the Appendix, they score 0 for "Never".

The authors clarified in personal communication with PsyToolkit that for the score, "never" is 0 and the other three scores are all just counted as zero. The CUD score is simply a count of symptoms. This is how it is coded in the PsyToolkit code here as well.

Run the demo

It seems that the the five need satisfaction measures can be used for research, but you need to acknowledge the authors and their research paper when writing about it (Ágoston et al, 2018).

Technically

This is a simple scale question.

The survey code for PsyToolkit

Copy and paste this code to your PsyToolkit account if you want to use the scale in your own online research project
scale: use
- {score=0} Never
- {score=1} Sometimes
- {score=1} Often
- {score=1} Very often

l: cud
t: scale use
o: buildup
q: Please indicate by marking the appropriate response, how often did you have experience with the following phenomena during the last 12 months?
- Did you feel a strong desire or had unsuccessful attempts to reduce or control your caffeine consumption?
- Did you consume caffeine despite you knew that it can cause permanent or recurrent physical or psychological consequences?
- Did you consume caffeine in order to avoid one or more caffeine withdrawal symptoms (e. g. headache, nausea, fatigue)?
- Did you consume more caffeine or did you consume caffeine longer than you intended?
- Because of caffeine use, did you fail to fulfill any major work, school or home responsibilities (e. g. repeated absences from work or school due to caffeine consumption or withdrawal symptoms)?
- Did you consume caffeine despite you knew that it can cause permanent or recurrent social problems or exacerbate them (e. g. debate with spouse because of the consequences, medical problems and costs due to caffeine use)?
- Did you have to consume more caffeine than earlier in order to reach the same effect or did you experience that the same amount of caffeine did not have the desired effect anymore?
- Did you spend a significant amount of time with consuming or obtaining caffeine?
- Did you feel a strong desire or urge to consume caffeine?
- Did the before mentioned phenomena, which you experienced, cause you significant inconvenience or suffering in your everyday life?

l: cudscore
t: set
- sum $cud

l: feedback
t: info
q: Your number of Caffeine Use Disorder symptoms is {$cudscore}

References

  • Addicott M. A. (2014). Caffeine Use Disorder: A Review of the Evidence and Future Implications. Current addiction reports, 1(3), 186-192. https://doi.org/10.1007/s40429-014-0024-9

  • Meredith SE, Juliano LM, Hughes JR, Griffiths RR. Caffeine Use Disorder: A Comprehensive Review and Research Agenda. J Caffeine Res. 2013 Sep;3(3):114-130. doi: 10.1089/jcr.2013.0016. PMID: 24761279; PMCID: PMC3777290. Link here

  • Ágoston, C., Urbán, R., Richman, M.J., and Demetrovics, Z. (2018). Caffeine use disorder: An item-response theory analysis of proposed DSM-5 criteria. Addictive Behaviors, 109-116. Link here

  • Nawrot, P., Jordan, S., Eastwood, J., Rotstein, J., Hugenholtz, A. & Feeley, M. (2003). Effects of caffeine on human health, Food Additives & Contaminants, 20:1, 1-30, DOI: 10.1080/0265203021000007840. Link here