AI in Research & Learning
Paste 30 interview transcripts into an AI assistant and get eight tidy themes in five minutes. Tempting, but that is not analysis. Where AI genuinely helps in q
Statistics & Data
Many errors in quantitative papers sit in the data file, not the model: unreversed items, duplicates, an age of 250. A logged cleaning routine that lets you exp
Research Methods
Counting how often newspapers mention vocational education sounds easy until two coders read the same article and disagree. Here is how to design a content anal
Research Methods
Bộ dữ liệu khảo sát quốc gia có hàng chục nghìn hộ, miễn phí, đã làm sạch. Nhưng bỏ qua trọng số mẫu, đọc sai mã giá trị thiếu hay ghép sai đợt khảo sát có thể
Research Methods
National survey datasets offer tens of thousands of households, free and already cleaned. Ignore the sampling weights, misread a missing-value code or merge wav
Research Methods
Many qualitative results chapters are just a list of headings with quotes underneath. A real theme is an argued claim. Here is how to code, build themes and wri
Research Integrity & Open Science
“Data available on reasonable request” rarely leads anywhere. How to choose a repository, write a codebook and README, pick a licence, and decide what must not
