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. 2024 Feb 13;10(4):e25752. doi: 10.1016/j.heliyon.2024.e25752

Table 3.

Initial concepts and categories.

categories Initial concepts
A01 knowledge quantity a01 Massive knowledge/a02 Knowledge update faster/a03 Knowledge overload
A02 knowledge quality a04a04 Knowledge homogeneity/a05 Knowledge usefulness/a06 Knowledge authenticity
A03 knowledge content a07 Profound knowledge/a08 Knowledge fragmentation
A04 Paid marketing a09 Curriculum quality/a10 Exaggerated propaganda/a11 Content deception/a12 Intellectual sophisticates
A05 negative feedback a13 Superior evaluation/a14 other-negation
A06 intense competition a15AI AI Iterative upgrade/a16 Internal winding pressure/a17 Peer pressure
A07 evaluation mechanism a18 academic achievement evaluation/a19 academic evaluation standard
A08 work stress a20 Heavy work/a21 Heavy task
A09 scientific research funding a22 Material purchase fee/a23Expert consultation fee
A10 interpersonal relationship a24 Tutor absence/a25 Circle limitation/a26 knowledge service a27 knowledge sharing
A11 time limitation a28 time fragmentation/a29 time finite
A12 cause difficulty a30Personal future/a31Career development
A13 scientific literacy a32 searching skills/a33 knowledge reserve/a34 knowledge structure
A14 personality trait a35 Impetuous psychology/a36 character traits
A15 english level a37 English learning/a38 English reading
A16 self-expectation a39 Future Expectations/a40 knowledge to monetize
A17 inert thinking a41 Fear of failure/a42Laziness and procrastination
/a43Phone addiction/a44Avoidance behaviour
A18 Negative ego a45Self-denial/a46 Self-doubt/
A19 perceived risk a48 knowledge gap/a49 Ego gap
A20 self-efficacy a50 Lack of confidence/a51Easy to forget/a52self-comfort
A21 knowledge demand a53 Content cognition
a54 Intellectual curiosity/a55 Knowledge hoarding/a56 Lack of knowledge
A22 Knowledge acquisition anxiety a57 Acquisition difficulty/a58Retrieval difficulty/a59Differential difficulty/a60 Blind conformity
A23 Knowledge internalizes anxiety a61 Understanding barriers/a62 shallow absorption/a63 learning style
A24 Knowledge output anxiety a64 Poor research/a65 essay writing published/a66 research direction