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Table 1 Overview of the self-report measures included in the survey and hypotheses

From: How do you feel during the COVID-19 pandemic? A survey using psychological and linguistic self-report measures, and machine learning to investigate mental health, subjective experience, personality, and behaviour during the COVID-19 pandemic among university students

Questionnaires and survey items

Hypotheses

Mental Health

 

Depression

 

Questionnaire: PHQ-2 [38]

 

Screening for depressive symptoms

Cut off score (> 3): risk of depression

Symptom assessment (last 2 weeks)

- Presence of depressive symptoms

- Prevalence of depressive symptoms in the present student sample probably higher than reported in surveys before the pandemic

Anxiety

 

Questionnaire: STAI [37]

 

STAI-State (how do you feel right now)

STAI-Trait (anxiety proneness, how do you feel in general)

Cut off scores: (> 40/44) high versus low state anxiety, high versus low trait anxiety

- High prevalence of state anxiety and trait anxiety, probably higher than reported in surveys before the pandemic

Threat perception

 

Survey Items: How does the current pandemic situation make you feel?

 

• Answers on 9-point SAM scales [41] (valence, arousal, dominance)

 

(a) valence (negative/unpleasant-positive/pleasant, 1–9)

(b) arousal (low/calm-high/aroused; 1–9)

(c) dominance (low/no control–high/in control; 1–9)

- Higher negativity/unpleasantness than positivity/pleasantness

- High arousal ratings

- Lack of dominance (not in control of the situation)

• Answers: discrete emotions:

 

- happy, neutral, surprise, disgust, anger, fear, or sadness

  Scales: “yes”, “no” (“no” indicates no change)

- Feeling more often afraid, angry, sad than happy or surprised or neutral

Feelings during the pandemic

 

Survey Item: Describe your feelings in response to the COVID-19 pandemic by completing the prompt “I feel ….”

Answer: free text, five words

High number of negative words expressing negative feelings than positive words expressing positive feelings

Difficulties in emotion perception

(relative to before the pandemic)

 

Questionnaire: TAS-20 [42]

 

Cut off score > 60

 

3 subscales:

- difficulties on describing feelings

- difficulties in identifying feelings

- externally oriented thinking

- Difficulties describing and identify feelings and externally oriented thinking style

Worries about health and perceived changes in health behaviour during the pandemic

 

Single survey items

(created for this survey)

 

- worries about mental health

- worries about physical health

- perceived changes in physical activity

exercise less (one item)

exercise more (one item)

- Worries in mental and physical health expected

- Perceived changes expected in all health domains (less physical activity, more eating, weight gain, and change in sleeping)

- perceived changes in eating behaviour

eat more (one item)

eat less (one item)

- perceived changes in sleeping behaviour

sleep more (one item)

sleep less (one item)

 

- perceived changes in weight

weight gain (one item)

weight loss (one item)

- Increase expected in all bodily domains

Answers: now during the pandemic relative to before the pandemic

Scales: Scales: “yes”, “no” (“no” indicates no change)

- perceived changes in paying attention to bodily sensations and symptoms

taste

smell

cardiovascular

breathing/respiration

appetite/eating/drinking

Answers: now during the pandemic relative to before the pandemic

Scales: Likert type (1 = not at all/decreased, 10 = increased/very much)

 

Social behaviour

 

Single survey items

(created for this survey)

 

 Following pandemic rules (social distancing)

  Difficulties in not going out

Answers: now during the pandemic relative to before the pandemic

Scales: Scales: “yes”, “no” (“no” indicates no change)

- Difficulties in social distancing

Teaching and Learning behaviour

 

Single survey items

(created for this survey)

Difficulties in self-regulated learning

- Attention and effort:

unable to concentrate and focus

preoccupation with the current situation, lost in content

Answers: now during the pandemic relative to before the pandemic

Scales: Scales: “yes”, “no” (“no” indicates no change)

- Difficulties expected in self-regulatory capacities

Personality and Self-Concept

BIG Five

Questionnaire: BFI-40 [43]

 

Subscales

 - neuroticism

 - extraversion

 - openness

 - conscientiousness

 - agreeableness

Self-Concept

Linguistic task modified according to TST [45]

- Personality traits are expected to be correlated with self-reported changes in anxiety, depression and emotion perception

Describe your personality “I am …”

Answer: free text, five words

- Positive versus negative self-concept should be associated with positive or negative word use, respectively

  1. For detailed description, please also see sections “Methods”, and “Measures” and “Hypotheses