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Rather than taking them at face value or as gospel, datasets may often serve as an indicative springboard, a starting point or a supplementary source for understanding a topic.
69 According to Malterud, 72 these preconceived ideas are a necessary precondition for understanding a topic and reflexivity starts by identifying such preconceptions brought into the project by the researchers.
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Students who consider knowledge to be a collection of discrete facts (simplicity of knowledge) may use learning strategies that emphasize memorization instead of deep understanding, and thus may fail to reach a deep understanding of important concepts (Schommer, 1990) and may be overconfident about their understanding of a topic (Schommer et al., 1992).
Then there's the other side of the scale: some essays are magnificent and show understanding of a topic that goes far beyond the requirements of the course.
Many factors are involved in the prognosis and outcome of these subjects, and their understanding is a topic of interest.
"The structure of a map is, therefore, unique to its author, reflecting his/her experiences, beliefs and biases in addition to his/her understanding of a topic.
However, this approach runs the risk of scenarios being developed that are flawed by policy interest or futurists' pre-existing understanding of a topic.
Research in the area of formative assessment suggests the creation and administration of questions that can be used by students to assess their understanding of a topic or area of study (Black & Wiliam, 1998).
Our best students are truth seekers and continuous learners – they've given themselves some baseline understanding of a topic, and they are coming to us for more structure, a community, and to plug them in to a network where they can grow a career in a field they are passionate about".
However, recent studies show that while novices can easily find information for questions that have specific answers (e.g. What is a melanoma?), they have difficulty in finding answers for questions requiring a comprehensive understanding of a topic (e.g. What are the risk and prevention factors for melanoma?).
Myth 4: "Psssst...did you hear who has swine flu?!" The truth: Unfortunately, when kids lack a thorough understanding about a topic it becomes easy fodder for gossip and rumor spreading.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com