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Record W4385341690 · doi:10.32920/ihtp.v3i2.1734

Experiences of post-secondary students during COVID-19 pandemic: A focus group study

2023· article· en· W4385341690 on OpenAlexaffvenueabout
Farah Ahmad, Marlúcia Bastos Aires

Bibliographic record

VenueInternational Health Trends and Perspectives · 2023
Typearticle
Languageen
FieldPsychology
TopicCOVID-19 and Mental Health
Canadian institutionsYork University
Fundersnot available
KeywordsPsychologyFocus groupBoredomMoodFeelingCoping (psychology)AnxietyLearned helplessnessSocial mediaLonelinessSocial psychologyDevelopmental psychologyClinical psychologyPsychiatry

Abstract

fetched live from OpenAlex

Background: Despite emerging knowledge on the pandemic’s impact, first-hand experiences of post-secondary students are not well understood. Focus groups were conducted with students to elicit their perspectives on the changes in their life routines, learning and coping. Methods: Five focus groups were conducted with 37 undergraduate students enrolled in a Canadian university. The transcribed discussions were thematically analyzed using the constant comparison technique. Results: While overall pandemic experience was mostly negative, five dominant themes emerged. Students experienced Disrupted Routines and discussed wellness and health changes (physical activity, sleep, diet) and its negative impact on their online learning due to lose of differentiation of time and space. They discussed Online Learning as having both pros (e.g., save commute time/cost, balance employment-study) and cons (e.g., technical issues, lack of interactive-learning, home distractions, screen-time increase, concentration/ motivation difficulties). Students used various strategies to overcome challenges (e.g., better technology, efficient schedules, Zoom libraries, WhatsApp groups). In terms of Mental Stress and Coping, they experienced emotional turmoil whereby feelings ranged from worries, uncertainties, fears, hopelessness, loss of motivation, anxiety, low mood, and helplessness along with caregiving-burden in some instances. The discussion on coping centred on positive (e.g., exercise, prayers, limiting social-media use, fun-activities) and some negative (e.g., more alcohol, smoking, online shopping) behaviors. The Social Connectedness theme revealed feelings of social isolation with a concurrent increase in use of social media and family-bonding opportunities. A few changes in everyday conversations were discussed: more empathy in small talks for some but lose-of-comfort in communicating with unfamiliar people for others. Student discussion on Institutional Response focused on financial supports, mental health resources, and online learning supports. Conclusion: Post-secondary students faced many stressors during the pandemic and used multiple ways to cope. The gained insights should inform development of programs at academic institutions and government support initiatives.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.221
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0020.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.112
GPT teacher head0.499
Teacher spread0.387 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations2
Published2023
Admission routes3
Has abstractyes

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