Health Data Science / 2022 / Article / Tab 6

Research Article

Large-Scale Social Media Analysis Reveals Emotions Associated with Nonmedical Prescription Drug Use

Table 6

Potential reasons for NMPDU extracted from topic modeling content analysis.

Potential reasons
Categories
Potential reasonsFrequent words across detected topics in each category

OpioidTo relieve physical painPain, hospital, nauseous, and surgery
To get high or use it with illicit drugHigh, dope, and heroin
To help with sleepSleep
To help with emotions (stress)Stress
Hooked and addictionHook and addiction
To relaxRelax, cool, recreational, and good
To use it with smokingSmoking, blunt, and weed
To use it with alcoholDrunk, liquor, wine, whiskey, and vodka

StimulantsTo help studyFinals, college, semester, study, school, exam, writing, help, test, homework, and essay
To stay awakeAwake, espresso, and caffeine
To use it with alcoholDrank, wine, and whiskey
Hooked and addictionHook and addiction
To use it with smokingSmoking and weed

BenzodiazepinesTo get high or use it with illicit drugHigh and cocaine
To help with sleepSleep, asleep, and slept
To help with emotionsAnxiety
Hooked and addictionAddiction
To relaxRelax, cool, recreational, and happy
To use it with smokingSmoking, marijuana, blunt, and weed
To use it with alcoholDrank, vodka, tequila, liquor, wine, and whiskey

PolysubstanceTo help studyFinals and study
To get high or use it with illicit drugHigh, heroin, and cocaine
To help with emotionsEcstasy and satisfaction
Hooked and addictionAddiction and addict
To socializeBirthday, couple, and friends
To use it with smokingCigarettes, blunt, and weed
To use it with alcoholDrunk, wine, whiskey, and vodka
To help with sleepSleep